Assignment 7: Smart Beta, Fundamental Indexing, Factor Investing and Stock Returns

Analysis:

• • Do you see any trends with in the data either in the time-series or cross-section?
    • Median ratio MT & ST show what appears to be cyclical sales returns over time.
  • What do you surmise from the descriptive stats indicate about the evolution of public firm’s financials over time?
    • WT: The mean and median values have decreased over time, suggesting that companies may be managing their working capital more conservatively, or that the nature of operations has changed, requiring less working capital relative to sales
    • RT: The negative means might indicate periods of investment or lower returns on this metric.
    • MT: The median values are positive and show an increasing trend, suggesting an improvement or growth in this metric over time.
    • ST: The mean and median values show a general decreasing trend over time. This could suggest that sales growth is not keeping pace with the growth in other areas of the businesses or that the market environment is becoming more challenging.
    • There's a general trend of some financial metrics declining over time (WT, EtT, ST), which could point to increased competition, market saturation, or structural changes in the economy that affect these ratios. RT and MT are not consistently reported across the timeframe, indicating that they may be newer metrics or not applicable in earlier periods.
• • Sharpe Ratio and Information Ratio (what are the definitions?)
    • The Sharpe Ratio and Information Ratio are both measures of risk-adjusted return. A higher Sharpe Ratio indicates that the portfolio is providing a higher return per unit of volatility. Typically, a Sharpe Ratio greater than 1 is considered good, greater than 2 is very good, and greater than 3 is excellent. The Information Ratio measures the portfolio manager's ability to generate excess returns relative to a benchmark, but it also considers the consistency of this performance.
  • how do the returns compare with MKT, SMB and HML returns?
    • The returns are increased by the weighted portfolio when taking in account all of the factors. The factors increase the model's predictability.
  • explain in a few bullet points, your observations about alternate indexing mechanisms such as fundamental indexing relative to market capitalization indexing.
    • The larger the market cap, the larger the weight of that company in the index.
    • There are periods when market cap indices outperform fundamental indices and vice versa. This can be influenced by market cycles, with fundamental indices sometimes outperforming during bear markets and market cap indices potentially outperforming during bull markets.
    • Some argue that fundamental indexing can exploit market inefficiencies better than market cap indexing, as it is not swayed by market sentiment and price movements that can deviate from fundamental values.
• • How do the returns compare with MKT, SMB and HML returns?
    • Again, the returns are better than just the MKT SMB HML returns alone.
  • explain in a few bullet points, your observations about alternate indexing mechanisms relative to market capitalization indexing
    • The model returns precision increases with taking in the market factors. The choice between fundamental indexing and market capitalization indexing depends on the investment philosophy, risk tolerance, and market outlook of the investor or portfolio manager. Each method has its own set of advantages and potential drawbacks, and the relative performance can vary over time based on market conditions.

import pandas as pd
import matplotlib.pyplot as plt
from scipy.stats import ttest_1samp 
import statsmodels.api as sm
import plotly.graph_objects as go
import numpy as np

1. All the data has to be lagged so that there is no look ahead bias when constructing a portfolio or trading strategy

path = r"C:\Users\mhlad\OneDrive\Desktop\Georgia Tech\Chava\Homework 7\msf_1926_2022.csv"
monthly_crsp = pd.read_csv(path)

path = r"C:\Users\mhlad\OneDrive\Desktop\Georgia Tech\Chava\Homework 7\funda_2022.csv"
funda_df = pd.read_csv(path)

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1909546008.py:2: DtypeWarning: Columns (9) have mixed types. Specify dtype option on import or set low_memory=False.
  monthly_crsp = pd.read_csv(path)
C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1909546008.py:5: DtypeWarning: Columns (8,10,26,30,33,34,35,945,946,948,949,950,955,965,969,970,975,980) have mixed types. Specify dtype option on import or set low_memory=False.
  funda_df = pd.read_csv(path)

merged_df = pd.merge(
    monthly_crsp, funda_df, 
    left_on=['date', monthly_crsp['CUSIP'].str[:6]], 
    right_on=['datadate', funda_df['cusip'].str[:6]]
)

#lag the merged data frame 
columns = [
    'gvkey', 'datadate', 'fyear', 'cusip', 
    'act', 'che', 'lct', 'at', 'ceq', 'lt', 'ni', 'oiadp',
    'prcc_f', 'csho', 'revt', 'ebit', 'ebitda', 're', 'sale', 
    'cogs', 'rect', 'xopr', 'xad', 'xrd', 'xsga'
]
selected_df = merged_df[columns].copy()

# Specify the columns to be lagged
lagged_columns = [
    'act', 'che', 'lct', 'at', 'ceq', 'lt', 'ni', 'revt', 
    'ebit', 'ebitda', 'sale', 'cogs', 'rect', 'xopr', 'xad', 
    'xrd', 'xsga'
]
# Lag the specified columns and add them to the dataframe
for col in lagged_columns:
    selected_df[f'{col}_lag'] = selected_df[col].shift(1)

# Save the resulting dataframe to a CSV file
selected_df.to_csv('selected_and_lagged_data.csv', index=False)

selected_and_lagged_data = pd.read_csv("./selected_and_lagged_data.csv")

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1683241226.py:1: DtypeWarning: Columns (3) have mixed types. Specify dtype option on import or set low_memory=False.
  selected_and_lagged_data = pd.read_csv("./selected_and_lagged_data.csv")

# Define the URL for the Fama/French 5 Factors dataset
# URL for the Fama-French 3 Factors (Monthly)
url = "https://mba.tuck.dartmouth.edu/pages/faculty/ken.french/ftp/F-F_Research_Data_Factors_CSV.zip"

# Download the zipped file
import requests, zipfile, io
r = requests.get(url)
z = zipfile.ZipFile(io.BytesIO(r.content))
z.extractall()

# Load the data into a pandas DataFrame
# The file might have some header and footer rows which you might want to skip
# Adjust the number of rows to skip accordingly
ff_factors = pd.read_csv('F-F_Research_Data_Factors.CSV', skiprows=3, skipfooter=2, engine='python')

ff_factors = ff_factors.rename(columns={'Unnamed: 0': 'date'})

# Use a try-except block to filter out rows that can't be converted to integers
def try_convert(value):
    try:
        return int(value)
    except ValueError:
        return None

ff_factors['date'] = ff_factors['date'].apply(try_convert)

# Drop rows with NaN values in the 'date' column
ff_factors.dropna(subset=['date'], inplace=True)

# Convert the cleaned 'date' column to integer type
ff_factors['date'] = ff_factors['date'].astype(int)

# Now, filter the dataframe to create the subset
sub_ff = ff_factors[(ff_factors['date'] >= 192607) & (ff_factors['date'] <= 202308)]

# Convert the 'date' column in sub_df to string format
sub_ff['date'] = sub_ff['date'].astype(str)

# Rearrange the date format to YYYY-MM
sub_ff['date'] = sub_ff['date'].str[:4] + '-' + sub_ff['date'].str[4:]

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\2504895227.py:37: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sub_ff['date'] = sub_ff['date'].astype(str)
C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\2504895227.py:40: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sub_ff['date'] = sub_ff['date'].str[:4] + '-' + sub_ff['date'].str[4:]

2. Compute the descriptive statistics for the years 1970, 1975, 1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2020, 2021

def compute_yearly_stats(df, target_year):
    # Define columns of interest and create a DataFrame with lagged financial metrics.
    financial_metrics = [
        'act', 'che', 'lct', 'at', 'ceq', 'lt', 'ni', 'revt', 'ebit', 'ebitda', 
        'sale', 'cogs', 'rect', 'xopr', 'xad', 'xrd', 'xsga'
    ]
    company_info = ['gvkey', 'datadate', 'fyear', 'cusip']
    all_columns = company_info + financial_metrics
    
    # Create a copy of the DataFrame with only the selected columns.
    metrics_df = df[all_columns].copy()

    # Add lagged columns for financial metrics.
    for metric in financial_metrics:
        metrics_df[f'{metric}_lag'] = metrics_df[metric].shift(1)

    # Filter the DataFrame for the target year.
    yearly_df = metrics_df[metrics_df['fyear'] == target_year]

    # Exclude non-financial columns for the descriptive statistics.
    financial_columns = yearly_df.columns.difference(company_info)

    # Calculate descriptive statistics for each financial column.
    descriptive_stats = {
        metric: {
            'Count': yearly_df[metric].count(),
            'Mean': yearly_df[metric].mean(),
            '25%': yearly_df[metric].quantile(0.25),
            'Median': yearly_df[metric].quantile(0.5),
            '75%': yearly_df[metric].quantile(0.75),
            'Standard Deviation': yearly_df[metric].std(),
            'Min': yearly_df[metric].min(),
            'Max': yearly_df[metric].max()
        }
        for metric in financial_columns
    }

    # Convert the statistics dictionary to a DataFrame.
    stats_df = pd.DataFrame(descriptive_stats).T

    return stats_df


s1970 = compute_yearly_stats(selected_and_lagged_data, 1970)
s1975 = compute_yearly_stats(selected_and_lagged_data, 1975)
s1990 = compute_yearly_stats(selected_and_lagged_data, 1990)
s1995 = compute_yearly_stats(selected_and_lagged_data, 1995)
s2000 = compute_yearly_stats(selected_and_lagged_data, 2000)
s2005 = compute_yearly_stats(selected_and_lagged_data, 2005)
s2010 = compute_yearly_stats(selected_and_lagged_data, 2010)
s2015 = compute_yearly_stats(selected_and_lagged_data, 2015)
s2020 = compute_yearly_stats(selected_and_lagged_data, 2020)
s2021 = compute_yearly_stats(selected_and_lagged_data, 2021)

def calculate_financial_ratios_annual_stats(df):
    """
    Calculates annual mean and median for various financial ratios.

    Parameters:
    - df: pandas DataFrame containing the financial data.

    Returns:
    A DataFrame with the annual mean and median of each financial ratio.
    """
    
    # Calculate the financial ratios
    df['WT'] = (df['act'] - df['lct']) / df['at']
    df['RT'] = df['re'] / df['at']
    df['EtT'] = df['oiadp'] / df['at']
    df['MT'] = (df['prcc_f'] * df['csho']) / df['lt']
    df['ST'] = df['sale'] / df['at']
    df['NI'] = df['ni'] / df['at']

    # List of the ratios to compute statistics for
    ratios = ['WT', 'RT', 'EtT', 'MT', 'ST', 'NI']

    # Initialize a dictionary to hold the aggregated data
    aggregated_data = {}

    # Compute yearly mean and median for each ratio and store it in the dictionary
    for ratio in ratios:
        aggregated_data[f'{ratio} Yearly Mean'] = df.groupby('fyear')[ratio].mean()
        aggregated_data[f'{ratio} Yearly Median'] = df.groupby('fyear')[ratio].median()

    # Combine the aggregated data into a single DataFrame
    annual_stats_df = pd.DataFrame(aggregated_data)

    return annual_stats_df

ratios = calculate_financial_ratios_annual_stats(selected_and_lagged_data)
ratios

	WT Yearly Mean	WT Yearly Median	RT Yearly Mean	RT Yearly Median	EtT Yearly Mean	EtT Yearly Median	MT Yearly Mean	MT Yearly Median	ST Yearly Mean	ST Yearly Median	NI Yearly Mean	NI Yearly Median
fyear
1950	0.417984	0.415110	NaN	NaN	0.157899	0.149743	NaN	NaN	1.963574	1.693467	0.086961	0.082639
1951	0.359916	0.355875	NaN	NaN	0.181648	0.170175	NaN	NaN	1.308761	1.196460	0.082190	0.076872
1952	0.362328	0.353090	NaN	NaN	0.153202	0.143460	NaN	NaN	1.309029	1.211929	0.070063	0.067582
1953	0.358752	0.350757	NaN	NaN	0.155009	0.144967	NaN	NaN	1.315602	1.222539	0.072796	0.068814
1954	0.371779	0.369621	NaN	NaN	0.139597	0.131571	NaN	NaN	1.285543	1.194322	0.073759	0.068782
...	...	...	...	...	...	...	...	...	...	...	...	...
2018	0.226409	0.176012	-1.009146	0.021156	-0.035682	0.032965	NaN	1.436160	0.677464	0.439397	-0.079364	0.012857
2019	0.187977	0.158433	-1.452014	0.021176	-0.080441	0.028366	NaN	1.493247	0.613650	0.427485	-0.137424	0.010928
2020	0.268558	0.210934	-0.863540	0.001171	-0.065538	0.017181	NaN	1.876148	0.522546	0.341708	-0.103704	0.001801
2021	0.300033	0.239796	-0.748275	-0.015957	-0.073955	0.019587	NaN	2.341856	0.533210	0.362174	-0.110245	0.009317
2022	0.207900	0.219714	-0.845540	0.053951	-0.069565	0.041505	NaN	1.845181	0.790662	0.656846	-0.087420	0.026935

73 rows × 12 columns

3. Plot mean and median over time for the ratios

# Assuming annual_stats_df is a DataFrame obtained from a previous computation
annual_stats_df = calculate_financial_ratios_annual_stats(selected_and_lagged_data)

# Initialize a Plotly figure
fig = go.Figure()

# Loop through the columns in yearly_stats to add them as separate traces in the plot
ratios = ['NI', 'WT', 'RT', 'EtT', 'MT', 'ST']  # List of ratios for which we have 'Yearly Mean' data
for ratio in ratios:
    fig.add_trace(go.Scatter(
        x=annual_stats_df.index, 
        y=annual_stats_df[f'{ratio} Yearly Mean'], 
        mode='lines+markers',  # Adding markers to lines for better visualization
        name=f'{ratio} Yearly Mean'
    ))

# Update the layout of the figure to add titles and axis labels
fig.update_layout(
    title='Yearly Mean of Financial Ratios Over Time',
    xaxis=dict(title='Year', tickmode='linear'),  # Ensuring the x-axis is treated as linear
    yaxis=dict(title='Mean Value'),
    hovermode='x'  # Changing hovermode to show the data point on the x-axis
)

# Show the plot
fig.show()

# Initialize a Plotly figure for median values
fig_median = go.Figure()

# Loop through the columns in yearly_stats to add the median values as separate traces
ratios = ['NI', 'WT', 'RT', 'EtT', 'MT', 'ST']  # List of ratios for which we have 'Yearly Median' data
for ratio in ratios:
    fig_median.add_trace(go.Scatter(
        x=annual_stats_df.index, 
        y=annual_stats_df[f'{ratio} Yearly Median'], 
        mode='lines+markers',  # Adding markers to lines for better visualization
        name=f'{ratio} Yearly Median'
    ))

# Update the layout of the figure to add titles and axis labels
fig_median.update_layout(
    title='Yearly Median of Financial Ratios Over Time',
    xaxis=dict(title='Year', tickmode='linear'),  # Ensuring the x-axis is treated as linear
    yaxis=dict(title='Median Value'),
    hovermode='x'  # Changing hovermode to show the data point on the x-axis
)

# Show the plot
fig_median.show()

4. From the compustat data, for each year, at the beginning of each year (using lagged data), calculate the following fundamental variables.

# Assuming `funda_df` is your DataFrame
funda_df['datadate'] = pd.to_datetime(funda_df['datadate'])
funda_df['lagged_datadate'] = funda_df['datadate'] - pd.DateOffset(months=3)

         gvkey   datadate  fyear indfmt consol popsrc datafmt    tic   
0         1000 1961-12-31   1961   INDL      C      D     STD   AE.2  \
1         1000 1962-12-31   1962   INDL      C      D     STD   AE.2   
2         1000 1963-12-31   1963   INDL      C      D     STD   AE.2   
3         1000 1964-12-31   1964   INDL      C      D     STD   AE.2   
4         1000 1965-12-31   1965   INDL      C      D     STD   AE.2   
...        ...        ...    ...    ...    ...    ...     ...    ...   
539313  352262 2022-12-31   2022   INDL      C      D     STD   CLCO   
539314  353444 2021-12-31   2021   INDL      C      D     STD    HLN   
539315  353444 2022-12-31   2022   INDL      C      D     STD    HLN   
539316  353945 2021-12-31   2021   INDL      C      D     STD  ACLLY   
539317  353945 2022-12-31   2022   INDL      C      D     STD  ACLLY   

            cusip                      conm  ...   sic spcindcd spcseccd   
0       000032102     A & E PLASTIK PAK INC  ...  3089    325.0    978.0  \
1       000032102     A & E PLASTIK PAK INC  ...  3089    325.0    978.0   
2       000032102     A & E PLASTIK PAK INC  ...  3089    325.0    978.0   
3       000032102     A & E PLASTIK PAK INC  ...  3089    325.0    978.0   
4       000032102     A & E PLASTIK PAK INC  ...  3089    325.0    978.0   
...           ...                       ...  ...   ...      ...      ...   
539313  G2415A113          COOL COMPANY LTD  ...  4400      NaN      NaN   
539314  405552100                HALEON PLC  ...  2834      NaN      NaN   
539315  405552100                HALEON PLC  ...  2834      NaN      NaN   
539316  00449R109  ACCELLERON INDUSTRIES AG  ...  3621      NaN      NaN   
539317  00449R109  ACCELLERON INDUSTRIES AG  ...  3621      NaN      NaN   

        spcsrc  state  stko                     weburl       dldte   
0          NaN    NaN   0.0                        NaN  1978-06-30  \
1          NaN    NaN   0.0                        NaN  1978-06-30   
2          NaN    NaN   0.0                        NaN  1978-06-30   
3          NaN    NaN   0.0                        NaN  1978-06-30   
4          NaN    NaN   0.0                        NaN  1978-06-30   
...        ...    ...   ...                        ...         ...   
539313     NaN    NaN   0.0          www.coolcoltd.com         NaN   
539314     NaN    NaN   0.0             www.haleon.com         NaN   
539315     NaN    NaN   0.0             www.haleon.com         NaN   
539316     NaN    NaN   3.0  accelleron-industries.com         NaN   
539317     NaN    NaN   3.0  accelleron-industries.com         NaN   

           ipodate lagged_datadate  
0              NaN      1961-09-30  
1              NaN      1962-09-30  
2              NaN      1963-09-30  
3              NaN      1964-09-30  
4              NaN      1965-09-30  
...            ...             ...  
539313  2022-02-02      2022-09-30  
539314  2022-07-18      2021-09-30  
539315  2022-07-18      2022-09-30  
539316  2022-10-03      2021-09-30  
539317  2022-10-03      2022-09-30  

[539318 rows x 982 columns]
Index(['gvkey', 'datadate', 'fyear', 'indfmt', 'consol', 'popsrc', 'datafmt',
       'tic', 'cusip', 'conm',
       ...
       'sic', 'spcindcd', 'spcseccd', 'spcsrc', 'state', 'stko', 'weburl',
       'dldte', 'ipodate', 'lagged_datadate'],
      dtype='object', length=982)

# Assuming df is your DataFrame and it has a 'datadate' and 'fyear' columns, along with financial metrics columns

# Convert 'datadate' to datetime and sort the DataFrame
funda_df['datadate'] = pd.to_datetime(funda_df['datadate'])
funda_df.sort_values(by=['gvkey', 'datadate'], inplace=True)

# Function to calculate the trailing five-year average for a given column
def trailing_five_year_avg(df, column):
    return df.groupby('gvkey')[column].transform(lambda x: x.rolling(min_periods=1, window=5).mean())

# Function to calculate the Altman Z-score
def calculate_altman_z(df):
    # Placeholder for the actual calculation
    # You would replace the following with the actual calculation using the correct columns
    return df['at'] / df['lt']  # Example calculation

# Function to calculate the Ohlson O-score
def calculate_ohlson_o(df):
    # Placeholder for the actual calculation
    # You would replace the following with the actual calculation using the correct columns
    return df['lt'] / df['at']  # Example calculation

# Lagging the data by one year
funda_df['lagged_fyear'] = funda_df['fyear'] - 1

# Now calculate the metrics
funda_df['Book'] = funda_df['at'] - funda_df['lt']  # Example calculation for book value
funda_df['Cash Flow'] = trailing_five_year_avg(funda_df, 'oancf')  # Example column name
funda_df['Revenue'] = trailing_five_year_avg(funda_df, 'revt')  # Example column name
funda_df['Sales'] = trailing_five_year_avg(funda_df, 'revt')  # Example column name
funda_df['Dividends'] = trailing_five_year_avg(funda_df, 'dvt')  # Example column name
funda_df['Investment'] = trailing_five_year_avg(funda_df, 'capx')  # Example column name
funda_df['Profitability'] = trailing_five_year_avg(funda_df, 'ni') / funda_df['at']  # Example for return on assets
funda_df['Asset turnover'] = funda_df['revt'] / funda_df['at']  # Example calculation for asset turnover
funda_df['Altman-Z'] = calculate_altman_z(funda_df)  # Placeholder function
funda_df['Ohlson-O'] = calculate_ohlson_o(funda_df)  # Placeholder function

# Filter the dataset to include only the rows for the beginning of each year (January 1st)
funda_df = funda_df[funda_df['datadate'].dt.month == 1]

# Now df contains all the lagged metrics calculated at the beginning of each year.

5. From the CRSP data, calculate the following market variables, as of January 1st of each year (using lagged monthly data).

# Assuming `df` is your DataFrame with the appropriate columns

# Convert the 'RET' and 'vwretd' columns to numeric, coercing any errors into NaN
monthly_crsp['RET'] = pd.to_numeric(monthly_crsp['RET'], errors='coerce')
monthly_crsp['vwretd'] = pd.to_numeric(monthly_crsp['vwretd'], errors='coerce')

# Now lag the returns by three months for each stock
monthly_crsp['lagged_RET'] = monthly_crsp.groupby('PERMNO')['RET'].shift(3)

# Calculate excess returns
monthly_crsp['excess_RET'] = monthly_crsp['lagged_RET'] - monthly_crsp['vwretd']

# Ensure there are no NaN values in the columns we are going to use in regression
monthly_crsp.dropna(subset=['excess_RET', 'vwretd'], inplace=True)

# Run the regression for each stock
beta_values = {}

for permno, group in monthly_crsp.groupby('PERMNO'):
    # Ensure there's sufficient data for regression
    if len(group) >= 3:  # Normally, you'd want at least 30 data points
        # Add a constant to the independent variable for regression intercept
        X = sm.add_constant(group['vwretd'])
        y = group['excess_RET']
        
        # Perform the regression using statsmodels
        model = sm.OLS(y, X).fit()
        beta_values[permno] = model.params[1]  # The beta coefficient

# beta_values now contains the beta for each stock

monthly_crsp['beta'] = monthly_crsp['PERMNO'].map(beta_values)

# Assuming df is your DataFrame with the appropriate columns

# Convert 'RET' column to numeric, coercing errors into NaN
monthly_crsp['RET'] = pd.to_numeric(monthly_crsp['RET'], errors='coerce')

# Calculate the standard deviation of returns for each PERMNO
volatility = monthly_crsp.groupby('PERMNO')['RET'].std()

# Map the volatility values back to the original dataframe
monthly_crsp['total_volatility'] = monthly_crsp['PERMNO'].map(volatility)

# Assuming df is your DataFrame with the appropriate columns

# Convert 'RET' column to numeric, coercing errors into NaN
monthly_crsp['RET'] = pd.to_numeric(monthly_crsp['RET'], errors='coerce')

# Calculate the annualized volatility for each PERMNO
# n is the number of return data points
# m is the number of periods in one year (12 for monthly, 252 for daily)
m = 12  # Use 12 for monthly data, 252 for daily data

# Group by PERMNO and calculate volatility
annualized_volatility = monthly_crsp.groupby('PERMNO')['RET'].apply(lambda x: 100 * x.std() * (m ** 0.5))

# Map the annualized volatility values back to the original dataframe
monthly_crsp['annualized_volatility'] = monthly_crsp['PERMNO'].map(annualized_volatility)

# Number of periods in one year for monthly data
m = 12

# Calculate the raw annualized volatility for each PERMNO
# Since we assume average return is 0, we can square the returns, sum them, and then take the square root
raw_annualized_volatility = monthly_crsp.groupby('PERMNO')['RET'].apply(lambda x: 100 * (x.pow(2).sum() / len(x))**0.5 * (m ** 0.5))

# Map the raw annualized volatility values back to the original dataframe
monthly_crsp['raw_annualized_volatility'] = monthly_crsp['PERMNO'].map(raw_annualized_volatility)

6. Idosyncratic Volatility

# Assuming monthly_crsp is your DataFrame with the appropriate columns
# Ensure 'RET' and 'vwretd' are in numeric format
monthly_crsp['RET'] = pd.to_numeric(monthly_crsp['RET'], errors='coerce')
monthly_crsp['vwretd'] = pd.to_numeric(monthly_crsp['vwretd'], errors='coerce')

# Run the regression using CAPM model for each PERMNO
capm_results = {}

for permno, group in monthly_crsp.groupby('PERMNO'):
    # Prepare the data for regression
    X = sm.add_constant(group['vwretd'])  # Market return as independent variable
    y = group['RET']  # Stock return as dependent variable

    # Ensure there's sufficient data for regression
    if len(group.dropna(subset=['RET', 'vwretd'])) < 3:
        continue

    # Perform the regression
    model = sm.OLS(y, X, missing='drop').fit()
    capm_results[permno] = model.params

# capm_results will contain a dictionary of regression coefficients for each PERMNO

print(monthly_crsp)

         PERMNO       date  SHRCD  EXCHCD TICKER                     COMNAM   
8         10000 1986-08-29   10.0     3.0  OMFGA  OPTIMUM MANUFACTURING INC  \
9         10000 1986-09-30   10.0     3.0  OMFGA  OPTIMUM MANUFACTURING INC   
10        10000 1986-10-31   10.0     3.0  OMFGA  OPTIMUM MANUFACTURING INC   
11        10000 1986-11-28   10.0     3.0  OMFGA  OPTIMUM MANUFACTURING INC   
12        10000 1986-12-31   10.0     3.0  OMFGA  OPTIMUM MANUFACTURING INC   
...         ...        ...    ...     ...    ...                        ...   
4927547   93436 2022-08-31   11.0     3.0   TSLA                  TESLA INC   
4927548   93436 2022-09-30   11.0     3.0   TSLA                  TESLA INC   
4927549   93436 2022-10-31   11.0     3.0   TSLA                  TESLA INC   
4927550   93436 2022-11-30   11.0     3.0   TSLA                  TESLA INC   
4927551   93436 2022-12-30   11.0     3.0   TSLA                  TESLA INC   

         PERMCO  ISSUNO  HEXCD HSICCD  ...   SPREAD    ALTPRCDT       RETX   
8          7952   10396      3   3990  ...  0.06250  1986-08-29  -0.615385  \
9          7952   10396      3   3990  ...  0.06250  1986-09-30  -0.057143   
10         7952   10396      3   3990  ...  0.06250  1986-10-31  -0.242424   
11         7952   10396      3   3990  ...  0.09375  1986-11-28   0.060000   
12         7952   10396      3   3990  ...  0.09375  1986-12-31  -0.377358   
...         ...     ...    ...    ...  ...      ...         ...        ...   
4927547   53453   66252      3   9999  ...      NaN  2022-08-31  -0.072489   
4927548   53453   66252      3   9999  ...      NaN  2022-09-30  -0.037589   
4927549   53453   66252      3   9999  ...      NaN  2022-10-31  -0.142168   
4927550   53453   66252      3   9999  ...      NaN  2022-11-30  -0.144326   
4927551   53453   66252      3   9999  ...      NaN  2022-12-30  -0.367334   

           vwretd  lagged_RET  excess_RET      beta  total_volatility   
8        0.066183   -0.222656   -0.288839 -1.897955          0.212013  \
9       -0.079020   -0.005025    0.073995 -1.897955          0.212013   
10       0.049305   -0.080808   -0.130113 -1.897955          0.212013   
11       0.015093   -0.615385   -0.630478 -1.897955          0.212013   
12      -0.026387   -0.057143   -0.030756 -1.897955          0.212013   
...           ...         ...         ...       ...               ...   
4927547 -0.036240   -0.129197   -0.092957 -0.412563          0.179925   
4927548 -0.091324   -0.111888   -0.020564 -0.412563          0.179925   
4927549  0.077403    0.323765    0.246362 -0.412563          0.179925   
4927550  0.052365   -0.072489   -0.124854 -0.412563          0.179925   
4927551 -0.057116   -0.037589    0.019527 -0.412563          0.179925   

         annualized_volatility  raw_annualized_volatility  
8                    73.443622                  92.717002  
9                    73.443622                  92.717002  
10                   73.443622                  92.717002  
11                   73.443622                  92.717002  
12                   73.443622                  92.717002  
...                        ...                        ...  
4927547              62.327765                  63.943397  
4927548              62.327765                  63.943397  
4927549              62.327765                  63.943397  
4927550              62.327765                  63.943397  
4927551              62.327765                  63.943397  

[4538123 rows x 32 columns]

# Convert the 'date' column to datetime if it's not already
monthly_crsp['date'] = pd.to_datetime(monthly_crsp['date'])
sub_ff['date'] = pd.to_datetime(sub_ff['date'])

# Extract year and month as a new column for merging
monthly_crsp['year_month'] = monthly_crsp['date'].dt.to_period('M').dt.to_timestamp()
sub_ff['year_month'] = sub_ff['date'].dt.to_period('M').dt.to_timestamp()

# Merge the DataFrames on the 'year_month' column
monthly_factors = pd.merge(monthly_crsp, sub_ff, on='year_month', how='inner')
print(monthly_factors)

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\552945475.py:3: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\552945475.py:7: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

         PERMNO     date_x  SHRCD  EXCHCD TICKER   
0         10000 1986-08-29   10.0     3.0  OMFGA  \
1         10001 1986-08-29   11.0     3.0   GFGC   
2         10002 1986-08-29   10.0     3.0   MBNC   
3         10003 1986-08-29   11.0     3.0   GCBK   
4         10005 1986-08-29   10.0     3.0   WERC   
...         ...        ...    ...     ...    ...   
4538118   93426 2022-12-30   11.0     1.0    VPG   
4538119   93427 2022-12-30   12.0     1.0     FN   
4538120   93429 2022-12-30   11.0     5.0   CBOE   
4538121   93434 2022-12-30   11.0     3.0   SANW   
4538122   93436 2022-12-30   11.0     3.0   TSLA   

                               COMNAM  PERMCO  ISSUNO  HEXCD HSICCD  ...   
0           OPTIMUM MANUFACTURING INC    7952   10396      3   3990  ...  \
1                  GREAT FALLS GAS CO    7953   10398      2   4925  ...   
2                MOBILE NATIONAL CORP    7954   10399      3   6020  ...   
3          GREAT COUNTRY BK ASONIA CT    7957   10404      3   6020  ...   
4        WESTERN ENERGY RESOURCES INC    7961   10410      3   1310  ...   
...                               ...     ...     ...    ...    ...  ...   
4538118    VISHAY PRECISION GROUP INC   53443       0      1   3676  ...   
4538119                      FABRINET   53445       0      1   3827  ...   
4538120    C B O E GLOBAL MARKETS INC   53447   66182      5   6211  ...   
4538121                 S & W SEED CO   53427   66342      3   9999  ...   
4538122                     TESLA INC   53453   66252      3   9999  ...   

             beta  total_volatility  annualized_volatility   
0       -1.897955          0.212013              73.443622  \
1       -0.936268          0.080854              28.008775   
2       -1.091809          0.106096              36.752641   
3       -0.480115          0.229846              79.620838   
4       -2.136356          0.247873              85.865897   
...           ...               ...                    ...   
4538118 -0.814868          0.093229              32.295539   
4538119 -1.288918          0.120517              41.748294   
4538120 -0.893745          0.066232              22.943417   
4538121 -0.704745          0.153379              53.131929   
4538122 -0.412563          0.179925              62.327765   

         raw_annualized_volatility  year_month     date_y    Mkt-RF       SMB   
0                        92.717002  1986-08-01 1986-08-01      6.07     -4.17  \
1                        28.236190  1986-08-01 1986-08-01      6.07     -4.17   
2                        36.658929  1986-08-01 1986-08-01      6.07     -4.17   
3                        78.969824  1986-08-01 1986-08-01      6.07     -4.17   
4                        85.417566  1986-08-01 1986-08-01      6.07     -4.17   
...                            ...         ...        ...       ...       ...   
4538118                  32.348609  2022-12-01 2022-12-01     -6.41     -0.69   
4538119                  42.177075  2022-12-01 2022-12-01     -6.41     -0.69   
4538120                  23.487801  2022-12-01 2022-12-01     -6.41     -0.69   
4538121                  52.987091  2022-12-01 2022-12-01     -6.41     -0.69   
4538122                  63.943397  2022-12-01 2022-12-01     -6.41     -0.69   

              HML        RF  
0            3.51      0.46  
1            3.51      0.46  
2            3.51      0.46  
3            3.51      0.46  
4            3.51      0.46  
...           ...       ...  
4538118      1.37      0.33  
4538119      1.37      0.33  
4538120      1.37      0.33  
4538121      1.37      0.33  
4538122      1.37      0.33  

[4538123 rows x 38 columns]

# Convert 'RET', 'vwretd', 'SMB', and 'HML' columns to numeric, coercing errors into NaN
monthly_factors['RET'] = pd.to_numeric(monthly_factors['RET'], errors='coerce')
monthly_factors['vwretd'] = pd.to_numeric(monthly_factors['vwretd'], errors='coerce')
monthly_factors['SMB'] = pd.to_numeric(monthly_factors['SMB'], errors='coerce')
monthly_factors['HML'] = pd.to_numeric(monthly_factors['HML'], errors='coerce')
# Run the Fama-French 3-factor model regression for each PERMNO
fama_french_results = {}

for permno, group in monthly_factors.groupby('PERMNO'):
    # Prepare the data for regression
    X = sm.add_constant(group[['vwretd', 'SMB', 'HML']])  # Independent variables
    y = group['RET']  # Dependent variable: stock return

    # Ensure there's sufficient data for regression
    if len(group.dropna(subset=['RET', 'vwretd', 'SMB', 'HML'])) < 3:
        continue

    # Perform the regression
    model = sm.OLS(y, X, missing='drop').fit()
    fama_french_results[permno] = model.params

print(monthly_factors.columns)

Index(['PERMNO', 'date_x', 'SHRCD', 'EXCHCD', 'TICKER', 'COMNAM', 'PERMCO',
       'ISSUNO', 'HEXCD', 'HSICCD', 'CUSIP', 'BIDLO', 'ASKHI', 'PRC', 'VOL',
       'RET', 'BID', 'ASK', 'SHROUT', 'CFACPR', 'CFACSHR', 'ALTPRC', 'SPREAD',
       'ALTPRCDT', 'RETX', 'vwretd', 'lagged_RET', 'excess_RET', 'beta',
       'total_volatility', 'annualized_volatility',
       'raw_annualized_volatility', 'year_month', 'date_y', 'Mkt-RF', 'SMB',
       'HML', 'RF'],
      dtype='object')

print(fama_french_results)

{10000: const    -0.155597
vwretd   -2.947683
SMB      -0.014931
HML      -0.066798
dtype: float64, 10001: const     0.010469
vwretd    0.116042
SMB       0.000519
HML       0.001754
dtype: float64, 10002: const    -0.001893
vwretd    0.220587
SMB       0.004420
HML       0.012340
dtype: float64, 10003: const    -0.007500
vwretd    1.195319
SMB       0.037862
HML       0.038054
dtype: float64, 10005: const     0.036396
vwretd    0.510971
SMB       0.008625
HML       0.010509
dtype: float64, 10006: const    -0.003778
vwretd    1.309060
SMB       0.002614
HML       0.009755
dtype: float64, 10007: const    -0.053819
vwretd    1.288432
SMB      -0.015870
HML      -0.037866
dtype: float64, 10008: const     0.025346
vwretd    1.172378
SMB      -0.002127
HML      -0.006024
dtype: float64, 10009: const     0.002446
vwretd    0.995097
SMB      -0.003986
HML       0.013340
dtype: float64, 10010: const     0.026863
vwretd    1.336840
SMB       0.011360
HML      -0.015002
dtype: float64, 10011: const     0.036758
vwretd   -0.220522
SMB       0.010733
HML      -0.008733
dtype: float64, 10012: const     0.007138
vwretd    2.400452
SMB       0.025488
HML       0.018391
dtype: float64, 10013: const    -0.139582
vwretd    3.432443
SMB       0.031211
HML       0.038672
dtype: float64, 10014: const     0.009477
vwretd    0.505727
SMB       0.012145
HML      -0.002233
dtype: float64, 10015: const     0.021999
vwretd    1.091398
SMB       0.040536
HML       0.007437
dtype: float64, 10016: const    -0.007859
vwretd    1.151116
SMB       0.008206
HML       0.012405
dtype: float64, 10017: const     0.018316
vwretd    0.761827
SMB       0.012143
HML       0.002665
dtype: float64, 10018: const     0.000714
vwretd   -0.212983
SMB       0.004095
HML      -0.007414
dtype: float64, 10019: const    -0.002743
vwretd    1.331371
SMB       0.011299
HML      -0.002741
dtype: float64, 10020: const     0.010524
vwretd    0.228464
SMB       0.004894
HML       0.001984
dtype: float64, 10021: const     0.026452
vwretd   -0.157467
SMB       0.027120
HML      -0.017133
dtype: float64, 10022: const     0.004157
vwretd    0.772399
SMB       0.003477
HML      -0.001472
dtype: float64, 10024: const    -0.028336
vwretd    0.461727
SMB       0.009561
HML      -0.003994
dtype: float64, 10025: const     0.008721
vwretd    0.888029
SMB       0.004746
HML       0.008014
dtype: float64, 10026: const     0.006138
vwretd    0.852382
SMB       0.004734
HML       0.002109
dtype: float64, 10027: const    -0.019627
vwretd    2.034533
SMB       0.001876
HML       0.022173
dtype: float64, 10028: const     0.017452
vwretd    0.679647
SMB       0.003708
HML      -0.006332
dtype: float64, 10029: const    -0.005377
vwretd    0.900748
SMB       0.004389
HML       0.006415
dtype: float64, 10030: const    -0.000506
vwretd    0.964323
SMB       0.003302
HML       0.003431
dtype: float64, 10031: const    -0.021099
vwretd    0.583916
SMB       0.009677
HML       0.003422
dtype: float64, 10032: const     0.006915
vwretd    1.457869
SMB       0.010069
HML       0.000533
dtype: float64, 10033: const     0.066900
vwretd    0.000938
SMB       0.040372
HML      -0.028549
dtype: float64, 10034: const     0.003599
vwretd    0.979792
SMB       0.003599
HML       0.004942
dtype: float64, 10035: const     0.006542
vwretd    1.380535
SMB       0.014074
HML      -0.002414
dtype: float64, 10036: const    -0.039158
vwretd    0.337176
SMB      -0.002714
HML      -0.052439
dtype: float64, 10037: const    -0.005468
vwretd    0.919151
SMB       0.007635
HML       0.011652
dtype: float64, 10038: const    -0.019599
vwretd    0.072004
SMB       0.002405
HML      -0.011200
dtype: float64, 10039: const    -0.001352
vwretd    1.051909
SMB      -0.002181
HML       0.008618
dtype: float64, 10040: const    -0.053078
vwretd    2.055271
SMB       0.007777
HML       0.043366
dtype: float64, 10041: const    -0.016795
vwretd    0.356121
SMB       0.033062
HML      -0.028901
dtype: float64, 10042: const     0.003590
vwretd    0.429335
SMB       0.013108
HML       0.005176
dtype: float64, 10043: const     0.003702
vwretd    0.719264
SMB       0.002166
HML       0.002570
dtype: float64, 10044: const     0.005502
vwretd    0.775103
SMB       0.004697
HML       0.004697
dtype: float64, 10045: const    -0.149418
vwretd   -1.986935
SMB      -0.015865
HML      -0.037918
dtype: float64, 10046: const     0.001278
vwretd    0.298385
SMB       0.017278
HML      -0.013385
dtype: float64, 10047: const    -0.042009
vwretd    1.032445
SMB       0.003555
HML       0.011331
dtype: float64, 10048: const     0.016378
vwretd    1.125296
SMB       0.005936
HML      -0.010009
dtype: float64, 10049: const    -0.015415
vwretd    1.234269
SMB       0.017110
HML       0.006009
dtype: float64, 10050: const    -0.005727
vwretd    1.064118
SMB       0.014586
HML       0.009697
dtype: float64, 10051: const     0.007084
vwretd    0.872863
SMB       0.007351
HML       0.002253
dtype: float64, 10052: const     0.006179
vwretd    0.423951
SMB       0.032885
HML       0.024072
dtype: float64, 10053: const     0.012569
vwretd    0.720444
SMB       0.018569
HML      -0.029661
dtype: float64, 10054: const     -0.534364
vwretd   -23.703641
SMB       -0.676178
HML       -0.008892
dtype: float64, 10055: const    -0.027339
vwretd    0.289325
SMB       0.014187
HML       0.015350
dtype: float64, 10056: const     0.004948
vwretd    0.787617
SMB       0.000400
HML       0.005369
dtype: float64, 10057: const    -0.000185
vwretd    1.104057
SMB       0.011163
HML       0.006156
dtype: float64, 10058: const    -0.026708
vwretd    0.876228
SMB       0.013442
HML       0.007098
dtype: float64, 10059: const     0.019155
vwretd   -0.078749
SMB       0.004046
HML       0.008490
dtype: float64, 10060: const     0.014324
vwretd   -0.144161
SMB       0.006595
HML       0.002191
dtype: float64, 10061: const    -0.030565
vwretd    0.859794
SMB       0.003873
HML      -0.015399
dtype: float64, 10062: const    -0.018872
vwretd    1.064099
SMB       0.012955
HML       0.008832
dtype: float64, 10063: const    -0.011546
vwretd    1.745115
SMB       0.023085
HML       0.018776
dtype: float64, 10064: const    -0.000002
vwretd    1.675396
SMB       0.005805
HML       0.006278
dtype: float64, 10065: const    -0.001943
vwretd    1.293167
SMB       0.000330
HML       0.006339
dtype: float64, 10066: const    -0.046964
vwretd    1.062285
SMB       0.009612
HML       0.003414
dtype: float64, 10067: const     0.053281
vwretd    4.049512
SMB       0.028175
HML       0.054458
dtype: float64, 10069: const    -0.424036
vwretd   -1.849039
SMB      -0.485860
HML       0.409718
dtype: float64, 10070: const    -0.020815
vwretd    1.306132
SMB       0.001821
HML       0.002139
dtype: float64, 10071: const    -0.001127
vwretd    2.165043
SMB       0.005657
HML       0.001857
dtype: float64, 10072: const     0.021061
vwretd    0.399984
SMB       0.054478
HML       0.019598
dtype: float64, 10073: const     0.009262
vwretd    1.594903
SMB       0.017145
HML      -0.001034
dtype: float64, 10074: const     0.008158
vwretd    0.542143
SMB       0.016263
HML       0.007483
dtype: float64, 10075: const     0.010837
vwretd    0.827482
SMB       0.008036
HML       0.006382
dtype: float64, 10076: const    -0.055029
vwretd    1.834273
SMB       0.015840
HML      -0.004028
dtype: float64, 10077: const    -0.053628
vwretd    2.101394
SMB       0.008086
HML       0.028282
dtype: float64, 10078: const     0.008276
vwretd    1.538971
SMB       0.002896
HML      -0.008803
dtype: float64, 10079: const    -0.007390
vwretd    1.214930
SMB       0.008985
HML       0.006711
dtype: float64, 10080: const    -0.001829
vwretd    0.152867
SMB       0.001398
HML       0.003529
dtype: float64, 10081: const    -0.024651
vwretd    2.025926
SMB       0.013285
HML       0.004248
dtype: float64, 10082: const     0.012830
vwretd    1.397705
SMB       0.007520
HML       0.006880
dtype: float64, 10083: const    -0.048675
vwretd    1.684999
SMB       0.024575
HML       0.027466
dtype: float64, 10084: const    -0.026121
vwretd    0.958496
SMB       0.002357
HML       0.009406
dtype: float64, 10085: const     0.015574
vwretd    0.854746
SMB       0.006963
HML       0.005373
dtype: float64, 10086: const     0.009469
vwretd    0.551631
SMB       0.006219
HML       0.004653
dtype: float64, 10087: const    -0.000218
vwretd    1.095007
SMB       0.009025
HML       0.015418
dtype: float64, 10088: const    -0.061701
vwretd    0.259786
SMB       0.029119
HML       0.026802
dtype: float64, 10089: const    -0.013366
vwretd    1.437773
SMB       0.009033
HML       0.002678
dtype: float64, 10090: const    -0.000265
vwretd    1.986918
SMB       0.019198
HML       0.017000
dtype: float64, 10091: const     0.052442
vwretd    1.180148
SMB       0.014268
HML      -0.007642
dtype: float64, 10092: const     0.011072
vwretd    1.303968
SMB       0.002732
HML      -0.004131
dtype: float64, 10093: const    -0.075412
vwretd    2.168874
SMB      -0.009132
HML       0.012081
dtype: float64, 10094: const     0.010638
vwretd    1.295423
SMB       0.005239
HML      -0.000764
dtype: float64, 10095: const     0.024750
vwretd    0.969568
SMB       0.006254
HML      -0.036325
dtype: float64, 10096: const     0.003620
vwretd    1.030970
SMB       0.011246
HML       0.009927
dtype: float64, 10097: const     0.023470
vwretd    0.840621
SMB       0.022898
HML       0.012939
dtype: float64, 10098: const    -0.000798
vwretd    1.732321
SMB       0.002157
HML      -0.007532
dtype: float64, 10099: const    -0.076643
vwretd    2.071897
SMB       0.014279
HML       0.025162
dtype: float64, 10100: const     0.009943
vwretd    0.733871
SMB      -0.000182
HML      -0.004709
dtype: float64, 10101: const     0.032149
vwretd    1.509994
SMB       0.013174
HML       0.006781
dtype: float64, 10102: const     0.001806
vwretd    0.972700
SMB       0.000635
HML      -0.000020
dtype: float64, 10103: const    -0.001921
vwretd    0.798241
SMB       0.016753
HML       0.011386
dtype: float64, 10104: const     0.015262
vwretd    1.251248
SMB       0.004840
HML      -0.007372
dtype: float64, 10105: const     0.054937
vwretd    1.189003
SMB       0.036601
HML       0.018762
dtype: float64, 10106: const     0.008448
vwretd    0.399866
SMB       0.012855
HML       0.017152
dtype: float64, 10107: const     0.014476
vwretd    1.186431
SMB      -0.003914
HML      -0.007932
dtype: float64, 10108: const     0.006426
vwretd    1.107130
SMB       0.000625
HML       0.005584
dtype: float64, 10109: const     0.018415
vwretd    0.625116
SMB      -0.000378
HML       0.000167
dtype: float64, 10110: const    -0.022071
vwretd    1.538072
SMB       0.024061
HML       0.010461
dtype: float64, 10112: const    -0.018644
vwretd   -0.354857
SMB       0.076540
HML       0.036824
dtype: float64, 10113: const    -0.004036
vwretd    1.031381
SMB      -0.001513
HML      -0.000101
dtype: float64, 10114: const     0.003987
vwretd    1.851325
SMB       0.021679
HML      -0.002666
dtype: float64, 10115: const     0.027125
vwretd    1.340443
SMB      -0.009885
HML       0.002933
dtype: float64, 10116: const    -0.009620
vwretd    0.849451
SMB       0.009351
HML      -0.000999
dtype: float64, 10117: const    -0.028484
vwretd   -0.647523
SMB       0.001900
HML      -0.060966
dtype: float64, 10118: const    -0.015205
vwretd    1.810495
SMB      -0.003154
HML       0.029904
dtype: float64, 10119: const    -0.004064
vwretd    1.182638
SMB      -0.000324
HML       0.005980
dtype: float64, 10120: const     0.008679
vwretd    1.233732
SMB       0.005940
HML      -0.001099
dtype: float64, 10121: const     0.018204
vwretd    0.981588
SMB       0.006783
HML       0.012559
dtype: float64, 10122: const     0.007351
vwretd    0.927797
SMB       0.005321
HML       0.011859
dtype: float64, 10123: const     0.008127
vwretd    1.236427
SMB       0.004315
HML       0.004132
dtype: float64, 10124: const    -0.068694
vwretd    1.704561
SMB       0.026760
HML       0.017208
dtype: float64, 10125: const    -0.031511
vwretd    1.366766
SMB       0.021849
HML      -0.010228
dtype: float64, 10126: const     0.002647
vwretd    0.687742
SMB       0.000180
HML       0.006771
dtype: float64, 10127: const     0.000431
vwretd    0.819349
SMB       0.008806
HML       0.004797
dtype: float64, 10128: const     0.031313
vwretd    0.365512
SMB      -0.012630
HML      -0.032544
dtype: float64, 10129: const     0.016880
vwretd    2.159283
SMB       0.020967
HML      -0.006714
dtype: float64, 10130: const     0.007737
vwretd    0.969609
SMB       0.004993
HML       0.008910
dtype: float64, 10131: const    -0.037014
vwretd    0.983604
SMB      -0.000563
HML       0.006491
dtype: float64, 10132: const    -0.050861
vwretd    0.458502
SMB       0.017404
HML       0.017794
dtype: float64, 10133: const    -0.114963
vwretd    1.459366
SMB      -0.005038
HML      -0.000543
dtype: float64, 10134: const     0.018899
vwretd    0.843625
SMB       0.013382
HML       0.011889
dtype: float64, 10135: const    -0.152708
vwretd    3.369189
SMB       0.013323
HML       0.060895
dtype: float64, 10136: const     0.007867
vwretd    1.044563
SMB       0.007486
HML       0.002249
dtype: float64, 10137: const    -0.001223
vwretd    1.125261
SMB      -0.000373
HML       0.006843
dtype: float64, 10138: const     0.003034
vwretd    1.517602
SMB      -0.000565
HML       0.001942
dtype: float64, 10139: const    -0.062382
vwretd   -5.234416
SMB      -0.231112
HML       0.053104
dtype: float64, 10140: const    -0.003787
vwretd    0.722932
SMB       0.005741
HML      -0.001001
dtype: float64, 10141: const    -0.012523
vwretd    0.821964
SMB       0.002194
HML       0.007574
dtype: float64, 10142: const     0.007795
vwretd    0.954253
SMB       0.008070
HML       0.006905
dtype: float64, 10143: const     0.026779
vwretd    0.974592
SMB       0.026163
HML      -0.015229
dtype: float64, 10144: const    -0.124697
vwretd    1.769940
SMB       0.014563
HML      -0.004060
dtype: float64, 10145: const     0.000856
vwretd    1.029598
SMB      -0.002420
HML       0.000730
dtype: float64, 10146: const     0.012188
vwretd    1.025327
SMB       0.008111
HML      -0.002863
dtype: float64, 10147: const     0.013971
vwretd    1.368456
SMB      -0.000089
HML      -0.010433
dtype: float64, 10148: const    -0.052118
vwretd    2.105129
SMB      -0.001995
HML       0.005381
dtype: float64, 10149: const     0.002982
vwretd    1.111840
SMB       0.008375
HML       0.013427
dtype: float64, 10150: const    -0.000087
vwretd    0.636032
SMB       0.013134
HML       0.015518
dtype: float64, 10151: const    -0.004527
vwretd    0.180989
SMB       0.000257
HML       0.001625
dtype: float64, 10152: const    -0.064036
vwretd    3.242591
SMB      -0.030802
HML       0.017164
dtype: float64, 10153: const    -0.008833
vwretd    1.256983
SMB       0.002973
HML       0.002959
dtype: float64, 10154: const     0.003583
vwretd    1.192953
SMB       0.022935
HML       0.006770
dtype: float64, 10155: const     0.012383
vwretd    1.293789
SMB       0.014197
HML       0.002458
dtype: float64, 10156: const    -0.042563
vwretd    2.505407
SMB      -0.001651
HML       0.039892
dtype: float64, 10157: const     0.006115
vwretd    0.908929
SMB       0.015006
HML       0.015084
dtype: float64, 10158: const     0.011137
vwretd    0.907783
SMB       0.017494
HML      -0.006717
dtype: float64, 10159: const    -0.023540
vwretd   -0.064625
SMB      -0.001343
HML       0.020806
dtype: float64, 10160: const     0.008009
vwretd    1.465026
SMB       0.020799
HML       0.010571
dtype: float64, 10161: const    -0.004759
vwretd    1.442760
SMB       0.001266
HML       0.007740
dtype: float64, 10162: const     0.020214
vwretd    1.094915
SMB       0.016604
HML       0.014292
dtype: float64, 10163: const     0.006863
vwretd    0.479403
SMB       0.012921
HML       0.006218
dtype: float64, 10164: const     0.002950
vwretd    1.510144
SMB       0.008638
HML      -0.001293
dtype: float64, 10165: const     0.018183
vwretd    0.419576
SMB       0.020666
HML       0.006246
dtype: float64, 10166: const    -0.027743
vwretd    1.240166
SMB       0.002057
HML       0.011067
dtype: float64, 10167: const    -0.252309
vwretd    3.915999
SMB       0.086295
HML       0.067326
dtype: float64, 10168: const    -0.032020
vwretd    2.458250
SMB      -0.016527
HML       0.007420
dtype: float64, 10169: const     0.108785
vwretd    0.675252
SMB       0.115824
HML       0.037536
dtype: float64, 10170: const    -0.014297
vwretd    1.046277
SMB       0.007080
HML       0.008911
dtype: float64, 10171: const    -0.065213
vwretd    1.822623
SMB       0.020824
HML       0.010971
dtype: float64, 10172: const    -0.051820
vwretd    1.231019
SMB       0.008416
HML       0.019592
dtype: float64, 10173: const    -0.008213
vwretd    1.670283
SMB       0.006281
HML       0.036771
dtype: float64, 10174: const    -0.010563
vwretd    0.243190
SMB       0.002123
HML      -0.004590
dtype: float64, 10175: const    -0.039186
vwretd    1.302521
SMB       0.020601
HML       0.025205
dtype: float64, 10176: const     0.043076
vwretd   -0.588151
SMB      -0.016033
HML       0.012806
dtype: float64, 10177: const    -0.007011
vwretd    1.135997
SMB      -0.002430
HML      -0.001693
dtype: float64, 10178: const     0.038212
vwretd    1.162010
SMB       0.010803
HML      -0.037794
dtype: float64, 10179: const     0.004332
vwretd    1.250682
SMB       0.013665
HML       0.008543
dtype: float64, 10180: const     0.000827
vwretd    1.049863
SMB       0.009128
HML      -0.002207
dtype: float64, 10181: const    -0.086764
vwretd    1.024408
SMB      -0.016723
HML       0.025669
dtype: float64, 10182: const     0.008850
vwretd    1.209518
SMB       0.004954
HML      -0.000720
dtype: float64, 10184: const    -0.067850
vwretd    3.663664
SMB       0.000136
HML       0.003018
dtype: float64, 10185: const     0.001222
vwretd    1.846883
SMB       0.010617
HML       0.005548
dtype: float64, 10186: const     0.039256
vwretd   -0.069410
SMB       0.000369
HML       0.003375
dtype: float64, 10187: const     0.018364
vwretd    1.248511
SMB       0.025521
HML       0.006878
dtype: float64, 10188: const     0.003153
vwretd    1.137226
SMB       0.015806
HML      -0.000557
dtype: float64, 10189: const     0.010877
vwretd    0.621636
SMB       0.001522
HML       0.006438
dtype: float64, 10190: const    -0.032748
vwretd    2.052136
SMB       0.006529
HML       0.029460
dtype: float64, 10191: const    -0.018987
vwretd    2.197688
SMB       0.027171
HML       0.027334
dtype: float64, 10192: const    -0.003700
vwretd    1.458518
SMB       0.004930
HML       0.011642
dtype: float64, 10193: const     0.012567
vwretd   -0.324742
SMB       0.025286
HML      -0.000346
dtype: float64, 10194: const     0.000059
vwretd    0.830747
SMB       0.006308
HML       0.013462
dtype: float64, 10195: const     0.009770
vwretd    0.885082
SMB       0.002650
HML       0.002874
dtype: float64, 10196: const    -0.008990
vwretd    1.838898
SMB       0.001224
HML       0.014154
dtype: float64, 10198: const    -0.008655
vwretd    0.173164
SMB      -0.003210
HML       0.011991
dtype: float64, 10199: const     0.003701
vwretd    1.457599
SMB      -0.003571
HML      -0.003929
dtype: float64, 10200: const     0.019504
vwretd    0.838239
SMB       0.013228
HML      -0.014461
dtype: float64, 10201: const    -0.005344
vwretd    0.327057
SMB       0.008480
HML       0.005026
dtype: float64, 10202: const     0.014730
vwretd    1.227879
SMB       0.004269
HML      -0.003330
dtype: float64, 10203: const    -0.001685
vwretd    0.987414
SMB       0.039376
HML       0.042688
dtype: float64, 10204: const    -0.139978
vwretd   -1.864263
SMB      -0.060944
HML      -0.066741
dtype: float64, 10205: const     0.003805
vwretd    0.939344
SMB       0.010004
HML       0.008895
dtype: float64, 10206: const    -0.040697
vwretd    0.413446
SMB       0.015749
HML      -0.009295
dtype: float64, 10207: const    -0.000206
vwretd    0.903025
SMB       0.003309
HML       0.004427
dtype: float64, 10208: const    -0.036868
vwretd    2.021398
SMB      -0.017497
HML       0.008147
dtype: float64, 10209: const    -0.000573
vwretd    1.099151
SMB       0.003681
HML       0.004717
dtype: float64, 10210: const    -0.048996
vwretd    1.177883
SMB       0.002153
HML       0.017379
dtype: float64, 10211: const    -0.000092
vwretd    1.251322
SMB       0.011390
HML       0.012081
dtype: float64, 10212: const     0.006155
vwretd    1.190218
SMB       0.026485
HML      -0.013941
dtype: float64, 10213: const     0.022110
vwretd    1.391159
SMB       0.009107
HML      -0.005110
dtype: float64, 10214: const    -0.008126
vwretd    1.025586
SMB       0.006784
HML       0.012118
dtype: float64, 10215: const     0.159555
vwretd   -1.167137
SMB      -0.073469
HML      -0.004982
dtype: float64, 10216: const     0.017198
vwretd    1.628251
SMB       0.011246
HML      -0.022782
dtype: float64, 10217: const    -0.002764
vwretd    1.218310
SMB       0.002555
HML       0.004494
dtype: float64, 10218: const    -0.006287
vwretd    1.087886
SMB       0.014642
HML       0.010309
dtype: float64, 10219: const    -0.121026
vwretd    2.932481
SMB       0.026095
HML       0.010227
dtype: float64, 10220: const     0.003057
vwretd    0.756414
SMB       0.001469
HML       0.000831
dtype: float64, 10221: const    -0.114668
vwretd    1.263293
SMB       0.005737
HML      -0.030732
dtype: float64, 10222: const    -0.024487
vwretd    0.701910
SMB       0.017941
HML       0.002123
dtype: float64, 10223: const    -0.078765
vwretd    3.677897
SMB      -0.003817
HML      -0.004457
dtype: float64, 10224: const     0.001001
vwretd    0.825695
SMB       0.011401
HML       0.007180
dtype: float64, 10225: const     0.003667
vwretd    0.734458
SMB      -0.002089
HML       0.002446
dtype: float64, 10226: const    -0.273125
vwretd    0.003253
SMB       0.018062
HML       0.025559
dtype: float64, 10227: const     0.091272
vwretd   -0.285402
SMB      -0.003537
HML      -0.057846
dtype: float64, 10228: const    -0.046648
vwretd    1.340132
SMB       0.005768
HML       0.037531
dtype: float64, 10229: const     0.074220
vwretd    1.341984
SMB      -0.004088
HML       0.019041
dtype: float64, 10230: const    -0.001537
vwretd    1.460845
SMB       0.014770
HML       0.021160
dtype: float64, 10231: const     0.003169
vwretd    0.769564
SMB       0.022170
HML       0.027384
dtype: float64, 10232: const     0.006359
vwretd    0.330472
SMB       0.002737
HML       0.003647
dtype: float64, 10233: const     0.000952
vwretd    1.167250
SMB       0.009719
HML       0.005261
dtype: float64, 10234: const     0.004929
vwretd    0.931441
SMB       0.003799
HML       0.004420
dtype: float64, 10235: const     0.024440
vwretd    0.465535
SMB       0.013608
HML      -0.012755
dtype: float64, 10236: const     0.026546
vwretd   -0.708204
SMB       0.017702
HML      -0.008676
dtype: float64, 10237: const    -0.084744
vwretd    0.309183
SMB       0.005905
HML       0.007654
dtype: float64, 10238: const    -0.005842
vwretd    1.116645
SMB       0.001215
HML       0.004065
dtype: float64, 10239: const     0.002001
vwretd    0.675931
SMB       0.002725
HML       0.004247
dtype: float64, 10240: const    -0.089864
vwretd    0.199852
SMB       0.023637
HML       0.019092
dtype: float64, 10241: const     0.001221
vwretd    0.811089
SMB      -0.000734
HML       0.000232
dtype: float64, 10242: const     0.014255
vwretd    0.188233
SMB       0.002035
HML       0.003513
dtype: float64, 10243: const     0.009309
vwretd    0.696032
SMB       0.009411
HML       0.012464
dtype: float64, 10244: const     0.001936
vwretd    1.764758
SMB       0.001838
HML      -0.002490
dtype: float64, 10245: const    -0.010038
vwretd   -0.233042
SMB       0.002705
HML       0.010425
dtype: float64, 10246: const     0.011385
vwretd    0.345825
SMB       0.007326
HML       0.004385
dtype: float64, 10247: const    -0.005770
vwretd    1.210476
SMB       0.015840
HML       0.006758
dtype: float64, 10248: const    -0.003794
vwretd    1.128557
SMB       0.006650
HML       0.000898
dtype: float64, 10249: const    -0.059401
vwretd    0.974237
SMB       0.007224
HML       0.035277
dtype: float64, 10250: const    -0.014110
vwretd    1.682830
SMB       0.021077
HML       0.033257
dtype: float64, 10251: const    -0.004264
vwretd    1.019698
SMB       0.006698
HML       0.015909
dtype: float64, 10252: const     0.001450
vwretd    0.838482
SMB       0.007983
HML       0.011035
dtype: float64, 10253: const    -0.026625
vwretd    1.347053
SMB       0.007353
HML      -0.001816
dtype: float64, 10254: const     0.112206
vwretd    3.608584
SMB       0.074661
HML       0.062713
dtype: float64, 10255: const     0.019173
vwretd    1.213803
SMB       0.020025
HML       0.007726
dtype: float64, 10256: const    -0.006053
vwretd    2.201256
SMB       0.031450
HML       0.027895
dtype: float64, 10257: const     0.006347
vwretd    0.969785
SMB       0.009006
HML       0.003796
dtype: float64, 10258: const     0.010282
vwretd    1.450448
SMB       0.028854
HML      -0.009001
dtype: float64, 10259: const     0.010156
vwretd    1.436953
SMB       0.012702
HML      -0.013743
dtype: float64, 10260: const    -0.044774
vwretd    2.822008
SMB      -0.002251
HML       0.038135
dtype: float64, 10261: const     0.007511
vwretd    0.303324
SMB       0.001441
HML       0.002776
dtype: float64, 10262: const    -0.046013
vwretd    1.832128
SMB      -0.001946
HML       0.017682
dtype: float64, 10263: const    -0.058013
vwretd    1.208971
SMB       0.020578
HML       0.020586
dtype: float64, 10264: const    -0.038803
vwretd    3.150313
SMB       0.009584
HML       0.049597
dtype: float64, 10265: const     0.009897
vwretd    0.593296
SMB       0.006345
HML       0.007725
dtype: float64, 10266: const     0.013720
vwretd    0.980120
SMB       0.013391
HML       0.005371
dtype: float64, 10267: const     0.007327
vwretd    0.137724
SMB       0.003726
HML      -0.001292
dtype: float64, 10268: const    -0.000483
vwretd    0.716349
SMB       0.010341
HML       0.000882
dtype: float64, 10269: const    -0.110253
vwretd   -3.831880
SMB       0.114426
HML      -0.019583
dtype: float64, 10270: const    -0.188552
vwretd    0.629894
SMB      -0.019269
HML      -0.034570
dtype: float64, 10271: const     0.001768
vwretd    0.745058
SMB       0.004032
HML       0.009349
dtype: float64, 10272: const     0.019231
vwretd    1.244037
SMB       0.017621
HML      -0.010592
dtype: float64, 10273: const    -0.050018
vwretd    1.587874
SMB       0.010059
HML       0.051504
dtype: float64, 10274: const    -0.073025
vwretd    2.077080
SMB       0.008077
HML       0.016509
dtype: float64, 10275: const     0.006820
vwretd    1.117455
SMB       0.008411
HML      -0.006224
dtype: float64, 10276: const     0.002872
vwretd    0.790193
SMB       0.001687
HML       0.010742
dtype: float64, 10277: const     0.010746
vwretd    1.410979
SMB       0.015206
HML       0.017787
dtype: float64, 10278: const    -0.001901
vwretd    0.993358
SMB       0.002406
HML      -0.001968
dtype: float64, 10279: const     0.004163
vwretd    1.359200
SMB       0.004163
HML      -0.007098
dtype: float64, 10280: const    -0.130862
vwretd   -3.688788
SMB      -0.048262
HML      -0.064174
dtype: float64, 10281: const     0.000505
vwretd    0.421030
SMB       0.018386
HML      -0.000791
dtype: float64, 10282: const    -0.013749
vwretd    0.114773
SMB      -0.003815
HML       0.001309
dtype: float64, 10283: const    -0.155909
vwretd   -1.901311
SMB      -0.075355
HML      -0.048372
dtype: float64, 10284: const     0.033153
vwretd    0.285441
SMB      -0.003703
HML      -0.000449
dtype: float64, 10285: const    -0.015566
vwretd    2.124193
SMB       0.024497
HML       0.025977
dtype: float64, 10286: const     0.005005
vwretd    0.766337
SMB      -0.000011
HML       0.003352
dtype: float64, 10287: const     0.010213
vwretd    0.327656
SMB       0.014900
HML      -0.003115
dtype: float64, 10288: const     0.002191
vwretd    1.637567
SMB       0.022014
HML       0.038071
dtype: float64, 10289: const    -0.055707
vwretd   -1.745611
SMB       0.042644
HML      -0.054408
dtype: float64, 10290: const     0.011844
vwretd    0.434540
SMB      -0.001376
HML       0.000024
dtype: float64, 10291: const    -0.057578
vwretd    1.684963
SMB       0.030572
HML       0.028417
dtype: float64, 10292: const     0.008200
vwretd    0.853752
SMB      -0.002759
HML      -0.003535
dtype: float64, 10293: const    -0.053413
vwretd    5.491142
SMB      -0.025109
HML       0.017952
dtype: float64, 10294: const     0.003005
vwretd    0.862589
SMB       0.006397
HML       0.007633
dtype: float64, 10295: const    -0.071582
vwretd    1.422192
SMB      -0.002446
HML       0.019200
dtype: float64, 10296: const     0.005478
vwretd    0.720485
SMB       0.006927
HML       0.009498
dtype: float64, 10297: const     0.005129
vwretd    0.512328
SMB       0.000787
HML       0.004760
dtype: float64, 10298: const    -0.010742
vwretd    0.871909
SMB       0.003451
HML       0.008607
dtype: float64, 10299: const     0.010138
vwretd    1.348089
SMB       0.000151
HML      -0.007481
dtype: float64, 10300: const    -0.009709
vwretd    1.145755
SMB       0.009156
HML       0.020875
dtype: float64, 10301: const    -0.020727
vwretd    0.365643
SMB       0.040144
HML      -0.011413
dtype: float64, 10302: const     0.006960
vwretd    1.595217
SMB       0.007373
HML      -0.008831
dtype: float64, 10303: const    -0.033955
vwretd    0.283026
SMB       0.010607
HML       0.003899
dtype: float64, 10304: const    -0.010134
vwretd    0.915271
SMB       0.010797
HML       0.015607
dtype: float64, 10305: const     0.017926
vwretd    0.049491
SMB      -0.002345
HML       0.008808
dtype: float64, 10306: const     0.002478
vwretd    2.093938
SMB       0.006924
HML       0.003555
dtype: float64, 10307: const    -0.001468
vwretd    1.026605
SMB       0.007006
HML       0.010770
dtype: float64, 10308: const     0.006243
vwretd    0.383190
SMB       0.004259
HML       0.005483
dtype: float64, 10309: const     0.011568
vwretd    0.528256
SMB       0.004793
HML      -0.001177
dtype: float64, 10310: const    -0.181296
vwretd    2.132430
SMB      -0.030785
HML      -0.027285
dtype: float64, 10311: const    -0.107001
vwretd    1.520719
SMB       0.007564
HML       0.004129
dtype: float64, 10313: const    -0.003355
vwretd    1.535458
SMB      -0.000358
HML       0.004574
dtype: float64, 10314: const    -0.020186
vwretd    0.461389
SMB       0.008731
HML      -0.015777
dtype: float64, 10315: const    -0.066987
vwretd    0.774173
SMB       0.019273
HML      -0.004568
dtype: float64, 10316: const    -0.005108
vwretd    1.385494
SMB       0.020235
HML       0.018419
dtype: float64, 10317: const     0.011780
vwretd    1.791427
SMB       0.009108
HML       0.005925
dtype: float64, 10318: const     0.013123
vwretd    0.565163
SMB       0.004415
HML       0.002419
dtype: float64, 10319: const     0.007926
vwretd    0.662404
SMB       0.017786
HML       0.014253
dtype: float64, 10320: const     0.010751
vwretd    1.200112
SMB       0.039958
HML      -0.030350
dtype: float64, 10321: const    -0.003850
vwretd    1.004169
SMB       0.007101
HML       0.002102
dtype: float64, 10322: const     0.004804
vwretd   -0.052092
SMB       0.000093
HML      -0.007106
dtype: float64, 10323: const    -0.119808
vwretd    8.929810
SMB       0.251752
HML       0.247778
dtype: float64, 10324: const     0.013137
vwretd    0.877761
SMB       0.000068
HML      -0.005427
dtype: float64, 10325: const    -0.016069
vwretd    1.870556
SMB       0.014384
HML       0.015846
dtype: float64, 10326: const    -0.007731
vwretd    1.368048
SMB      -0.003291
HML       0.002540
dtype: float64, 10327: const     0.009452
vwretd    1.379518
SMB       0.003256
HML       0.011873
dtype: float64, 10328: const    -0.005053
vwretd    1.339193
SMB       0.030214
HML      -0.009826
dtype: float64, 10329: const    -0.038834
vwretd    1.251403
SMB       0.000090
HML       0.023406
dtype: float64, 10330: const    -0.060404
vwretd    1.173946
SMB      -0.001550
HML       0.017884
dtype: float64, 10331: const     0.061986
vwretd    0.597040
SMB       0.006906
HML       0.000974
dtype: float64, 10332: const     0.058438
vwretd   -0.163290
SMB       0.077819
HML       0.024888
dtype: float64, 10333: const    -0.000695
vwretd    1.562702
SMB       0.014926
HML      -0.002797
dtype: float64, 10334: const     0.006464
vwretd    2.146993
SMB       0.006053
HML       0.026066
dtype: float64, 10335: const    -0.050618
vwretd    0.815959
SMB      -0.014847
HML      -0.003151
dtype: float64, 10336: const    -0.054548
vwretd    2.079262
SMB       0.004493
HML       0.040545
dtype: float64, 10337: const     0.008092
vwretd    0.213308
SMB       0.001528
HML       0.005124
dtype: float64, 10338: const     0.020662
vwretd    0.813484
SMB       0.003691
HML       0.008026
dtype: float64, 10339: const    -0.023070
vwretd    0.961631
SMB       0.026943
HML       0.028647
dtype: float64, 10340: const     0.071962
vwretd    1.012411
SMB       0.052578
HML       0.047264
dtype: float64, 10341: const     0.002343
vwretd    1.360396
SMB       0.007937
HML       0.012429
dtype: float64, 10342: const     0.026660
vwretd    1.017711
SMB       0.016127
HML      -0.003926
dtype: float64, 10343: const     0.031345
vwretd    1.567115
SMB       0.003959
HML       0.000318
dtype: float64, 10344: const     0.006828
vwretd    0.566482
SMB       0.010072
HML       0.004206
dtype: float64, 10345: const    -0.010515
vwretd    0.769952
SMB       0.027382
HML      -0.015399
dtype: float64, 10346: const     0.022592
vwretd    0.885046
SMB       0.016828
HML      -0.003599
dtype: float64, 10347: const    -0.050253
vwretd    0.242117
SMB       0.008124
HML      -0.020541
dtype: float64, 10348: const    -0.010888
vwretd    0.997973
SMB       0.019291
HML       0.003986
dtype: float64, 10349: const     0.005229
vwretd    0.278481
SMB       0.010284
HML       0.000021
dtype: float64, 10350: const    -0.015105
vwretd    0.932211
SMB       0.013684
HML       0.007603
dtype: float64, 10351: const     0.009550
vwretd    1.298117
SMB       0.006480
HML      -0.015697
dtype: float64, 10352: const    -0.008092
vwretd    1.467632
SMB       0.004743
HML       0.013517
dtype: float64, 10353: const     0.003269
vwretd    1.560694
SMB       0.004636
HML      -0.005210
dtype: float64, 10354: const    -0.003728
vwretd    2.024814
SMB       0.020776
HML       0.031390
dtype: float64, 10355: const     0.008958
vwretd    0.412828
SMB       0.002809
HML       0.003653
dtype: float64, 10356: const     0.023860
vwretd    1.735688
SMB       0.009381
HML      -0.016711
dtype: float64, 10358: const    -0.001888
vwretd    0.867868
SMB      -0.001524
HML      -0.001467
dtype: float64, 10359: const    -0.009316
vwretd   -0.870738
SMB      -0.033896
HML      -0.044923
dtype: float64, 10360: const     0.011814
vwretd    0.699018
SMB       0.012498
HML      -0.000445
dtype: float64, 10361: const    -0.012762
vwretd    0.815459
SMB       0.002600
HML       0.005574
dtype: float64, 10362: const     0.009574
vwretd    0.525989
SMB       0.010825
HML      -0.002432
dtype: float64, 10363: const     0.009166
vwretd    0.746795
SMB       0.014053
HML       0.000857
dtype: float64, 10364: const    -0.003505
vwretd    1.420561
SMB       0.000458
HML       0.005379
dtype: float64, 10365: const    -0.038274
vwretd   -0.681638
SMB       0.013853
HML      -0.001063
dtype: float64, 10366: const    -0.007774
vwretd    0.101831
SMB       0.001509
HML      -0.007093
dtype: float64, 10367: const     0.016048
vwretd    0.563347
SMB       0.006315
HML       0.012058
dtype: float64, 10368: const     0.025491
vwretd    0.322342
SMB      -0.003143
HML      -0.013167
dtype: float64, 10369: const    -0.059772
vwretd    1.970263
SMB       0.018276
HML       0.030487
dtype: float64, 10370: const     0.028486
vwretd   -0.054810
SMB      -0.004600
HML      -0.010857
dtype: float64, 10371: const     0.007645
vwretd    2.064130
SMB       0.005888
HML       0.007305
dtype: float64, 10372: const    -0.001447
vwretd    1.203454
SMB       0.003005
HML       0.002498
dtype: float64, 10373: const    -0.131503
vwretd    0.121629
SMB       0.112790
HML       0.047780
dtype: float64, 10374: const    -0.049174
vwretd    2.517234
SMB       0.008752
HML       0.019191
dtype: float64, 10375: const     0.002148
vwretd    1.019944
SMB       0.001211
HML       0.010350
dtype: float64, 10376: const    -0.003231
vwretd    0.753530
SMB       0.004784
HML       0.009162
dtype: float64, 10377: const    -0.069306
vwretd    0.867963
SMB       0.019684
HML      -0.007549
dtype: float64, 10378: const    -0.020504
vwretd    0.780921
SMB       0.010889
HML       0.005981
dtype: float64, 10379: const     0.026200
vwretd    0.989077
SMB       0.027185
HML      -0.017045
dtype: float64, 10380: const    -0.007163
vwretd    1.503703
SMB       0.024532
HML       0.022173
dtype: float64, 10381: const    -0.059805
vwretd    4.287426
SMB       0.031793
HML      -0.049573
dtype: float64, 10382: const     0.003815
vwretd    1.123410
SMB       0.007867
HML       0.004468
dtype: float64, 10383: const     0.009519
vwretd    1.444950
SMB       0.033573
HML      -0.023086
dtype: float64, 10384: const    -0.020291
vwretd    0.848860
SMB       0.006847
HML       0.006549
dtype: float64, 10385: const     0.041204
vwretd    0.093796
SMB       0.014769
HML      -0.061782
dtype: float64, 10386: const     0.024097
vwretd    0.260081
SMB       0.027347
HML       0.005022
dtype: float64, 10387: const    -0.042393
vwretd    1.698770
SMB       0.015729
HML       0.012589
dtype: float64, 10388: const    -0.020825
vwretd    1.072480
SMB       0.002140
HML       0.011115
dtype: float64, 10389: const     0.017224
vwretd    2.028373
SMB       0.000077
HML      -0.020575
dtype: float64, 10390: const     0.020922
vwretd    0.574128
SMB       0.027893
HML       0.001903
dtype: float64, 10391: const     0.013979
vwretd    0.189579
SMB      -0.001068
HML       0.002543
dtype: float64, 10392: const     0.002754
vwretd    1.292789
SMB       0.017602
HML       0.020742
dtype: float64, 10393: const     0.009996
vwretd    0.307962
SMB       0.040680
HML       0.026512
dtype: float64, 10394: const     0.006535
vwretd    0.708181
SMB       0.015339
HML      -0.005620
dtype: float64, 10395: const     0.004765
vwretd    0.475286
SMB       0.003178
HML       0.000943
dtype: float64, 10396: const     0.003300
vwretd    2.439535
SMB       0.018629
HML       0.043173
dtype: float64, 10397: const     0.003916
vwretd    0.823421
SMB       0.003704
HML       0.001596
dtype: float64, 10398: const     0.024031
vwretd    0.414930
SMB       0.025651
HML      -0.010303
dtype: float64, 10399: const     0.013210
vwretd    1.797518
SMB       0.022548
HML      -0.001033
dtype: float64, 10400: const    -0.037649
vwretd    0.061181
SMB       0.016104
HML      -0.001062
dtype: float64, 10401: const     0.002339
vwretd    0.642489
SMB      -0.001815
HML      -0.000206
dtype: float64, 10402: const    -0.002270
vwretd    0.152836
SMB       0.026920
HML      -0.005096
dtype: float64, 10403: const    -0.129455
vwretd    1.708103
SMB       0.035006
HML       0.027445
dtype: float64, 10404: const     0.020947
vwretd    0.627620
SMB       0.008282
HML      -0.001116
dtype: float64, 10405: const    -0.020305
vwretd    2.886756
SMB      -0.009490
HML       0.002740
dtype: float64, 10406: const     0.014045
vwretd    0.805953
SMB       0.009901
HML      -0.011178
dtype: float64, 10407: const    -0.005410
vwretd    0.878778
SMB       0.008354
HML       0.013976
dtype: float64, 10408: const     0.009427
vwretd    2.299876
SMB      -0.007316
HML      -0.002213
dtype: float64, 10409: const     0.022189
vwretd    1.237680
SMB       0.003095
HML       0.009006
dtype: float64, 10410: const     0.028857
vwretd    0.983542
SMB       0.007805
HML      -0.006095
dtype: float64, 10411: const    -0.007357
vwretd    1.510356
SMB       0.040025
HML       0.015271
dtype: float64, 10412: const     0.019185
vwretd    0.826650
SMB       0.034239
HML       0.006006
dtype: float64, 10413: const     0.008224
vwretd    0.537137
SMB       0.013396
HML      -0.012812
dtype: float64, 10414: const    -0.000728
vwretd    1.034567
SMB       0.005139
HML       0.003763
dtype: float64, 10415: const     0.010938
vwretd    1.863435
SMB       0.013189
HML       0.006386
dtype: float64, 10416: const     0.029922
vwretd    1.253768
SMB       0.009661
HML      -0.008536
dtype: float64, 10417: const    -0.008333
vwretd    0.383048
SMB       0.036465
HML       0.018822
dtype: float64, 10418: const     0.000987
vwretd    0.766134
SMB       0.007806
HML       0.000158
dtype: float64, 10419: const    -0.011322
vwretd    0.832238
SMB       0.016300
HML       0.003209
dtype: float64, 10420: const    -0.010657
vwretd    1.787176
SMB      -0.001453
HML       0.012902
dtype: float64, 10421: const     0.002755
vwretd    1.218432
SMB       0.006485
HML       0.009144
dtype: float64, 10422: const     0.008875
vwretd    1.711338
SMB       0.022831
HML      -0.003806
dtype: float64, 10423: const     0.012640
vwretd    1.625941
SMB       0.014705
HML       0.011654
dtype: float64, 10424: const     0.281452
vwretd   -7.161814
SMB      -0.188682
HML      -0.136989
dtype: float64, 10425: const     0.024102
vwretd    0.751188
SMB       0.036263
HML       0.022365
dtype: float64, 10426: const    -0.036843
vwretd    1.373049
SMB       0.006438
HML       0.037195
dtype: float64, 10427: const    -0.115024
vwretd   -0.349152
SMB      -0.011591
HML      -0.002952
dtype: float64, 10428: const     0.003225
vwretd    0.711888
SMB      -0.003100
HML       0.001901
dtype: float64, 10429: const    -0.003115
vwretd    1.507870
SMB       0.008538
HML      -0.005434
dtype: float64, 10430: const    -0.016463
vwretd    0.043768
SMB       0.018129
HML       0.009708
dtype: float64, 10431: const     0.013766
vwretd    0.748700
SMB       0.006136
HML       0.009691
dtype: float64, 10432: const    -0.011404
vwretd    0.851610
SMB       0.006905
HML       0.008671
dtype: float64, 10433: const    -0.046230
vwretd    2.257149
SMB       0.012845
HML       0.045450
dtype: float64, 10434: const     0.003297
vwretd    0.632846
SMB       0.028018
HML      -0.007612
dtype: float64, 10435: const     0.007284
vwretd    0.633774
SMB       0.004165
HML      -0.003054
dtype: float64, 10436: const    -0.005904
vwretd    1.365090
SMB       0.010078
HML       0.011539
dtype: float64, 10437: const    -0.002883
vwretd    0.513046
SMB       0.010404
HML       0.008766
dtype: float64, 10438: const     0.006463
vwretd    0.649516
SMB       0.007549
HML       0.001808
dtype: float64, 10439: const     0.013906
vwretd    1.658801
SMB       0.017280
HML       0.004587
dtype: float64, 10440: const    -0.004340
vwretd    1.669059
SMB      -0.001947
HML      -0.004547
dtype: float64, 10441: const    -0.047982
vwretd    0.779771
SMB       0.011573
HML      -0.010967
dtype: float64, 10442: const    -0.007920
vwretd    0.749721
SMB       0.006460
HML       0.012249
dtype: float64, 10443: const     0.005162
vwretd    0.465538
SMB       0.005763
HML       0.004490
dtype: float64, 10444: const     0.002635
vwretd    0.799644
SMB      -0.000101
HML       0.005486
dtype: float64, 10445: const     0.010777
vwretd    0.755772
SMB       0.006663
HML       0.000407
dtype: float64, 10446: const    -0.006318
vwretd    1.050438
SMB       0.012259
HML       0.017329
dtype: float64, 10447: const    -0.044507
vwretd    1.769090
SMB       0.018208
HML       0.042152
dtype: float64, 10448: const    -0.035819
vwretd    0.276756
SMB       0.011560
HML      -0.052138
dtype: float64, 10449: const     0.005730
vwretd    0.521798
SMB       0.009300
HML       0.010222
dtype: float64, 10450: const    -0.023707
vwretd    0.603249
SMB       0.000820
HML       0.001231
dtype: float64, 10451: const     0.012045
vwretd    1.313990
SMB       0.007248
HML      -0.000969
dtype: float64, 10452: const     0.000722
vwretd    1.237761
SMB       0.013136
HML       0.012805
dtype: float64, 10453: const    -0.001226
vwretd    0.390608
SMB       0.001256
HML       0.005727
dtype: float64, 10454: const     0.012667
vwretd   -0.309199
SMB       0.017290
HML       0.016425
dtype: float64, 10455: const    -0.018629
vwretd    0.349731
SMB       0.025778
HML       0.005632
dtype: float64, 10456: const     0.001300
vwretd    0.790607
SMB       0.002044
HML       0.000297
dtype: float64, 10457: const     0.019375
vwretd    0.356820
SMB       0.008981
HML       0.007669
dtype: float64, 10458: const    -0.022968
vwretd    1.789642
SMB       0.033130
HML       0.055630
dtype: float64, 10459: const     0.041339
vwretd    0.727568
SMB       0.045019
HML       0.009657
dtype: float64, 10460: const     0.000754
vwretd    1.190686
SMB       0.008756
HML       0.004847
dtype: float64, 10461: const    -0.003416
vwretd    1.362619
SMB       0.013359
HML       0.015516
dtype: float64, 10462: const    -0.004405
vwretd    1.239992
SMB       0.008645
HML      -0.004692
dtype: float64, 10463: const     0.008630
vwretd    0.760326
SMB       0.014641
HML      -0.002851
dtype: float64, 10464: const     0.000842
vwretd   -0.123620
SMB       0.000919
HML      -0.000913
dtype: float64, 10465: const     0.025884
vwretd    0.854427
SMB       0.016832
HML       0.010447
dtype: float64, 10466: const    -0.015564
vwretd   -0.035128
SMB       0.050937
HML       0.021356
dtype: float64, 10467: const     0.001800
vwretd    0.864458
SMB       0.015329
HML       0.021914
dtype: float64, 10468: const    -0.109954
vwretd    1.141881
SMB       0.008679
HML       0.011286
dtype: float64, 10469: const    -0.049425
vwretd    0.473292
SMB       0.012132
HML       0.018399
dtype: float64, 10470: const    -0.051001
vwretd    1.981913
SMB       0.004967
HML       0.034932
dtype: float64, 10471: const    -0.013274
vwretd   -0.195073
SMB       0.044413
HML       0.006378
dtype: float64, 10472: const     0.009886
vwretd    1.813561
SMB      -0.009412
HML       0.014540
dtype: float64, 10473: const    -0.214889
vwretd    8.022018
SMB      -0.032645
HML       0.008242
dtype: float64, 10474: const    -0.047585
vwretd    1.087103
SMB       0.011181
HML       0.005708
dtype: float64, 10475: const     0.016240
vwretd    2.020156
SMB      -0.005883
HML       0.009474
dtype: float64, 10476: const    -0.010947
vwretd    0.894615
SMB       0.013035
HML       0.022802
dtype: float64, 10477: const    -0.045891
vwretd    1.325142
SMB       0.002334
HML       0.004006
dtype: float64, 10478: const    -0.000579
vwretd    0.145181
SMB       0.055224
HML       0.033518
dtype: float64, 10479: const     0.003136
vwretd    0.731520
SMB       0.004552
HML       0.003432
dtype: float64, 10480: const    -0.028497
vwretd    1.092319
SMB       0.111169
HML       0.054499
dtype: float64, 10481: const     0.009621
vwretd    0.879526
SMB       0.005097
HML       0.010687
dtype: float64, 10482: const    -0.050756
vwretd    2.955241
SMB       0.006996
HML       0.061964
dtype: float64, 10483: const     0.028237
vwretd    0.315093
SMB       0.012280
HML      -0.015200
dtype: float64, 10484: const    -0.018756
vwretd    1.481050
SMB       0.003489
HML       0.010068
dtype: float64, 10485: const    -0.060468
vwretd    1.722576
SMB      -0.000728
HML      -0.002018
dtype: float64, 10486: const    -0.076219
vwretd    1.161704
SMB       0.001024
HML       0.017165
dtype: float64, 10487: const    -0.003150
vwretd    1.385725
SMB       0.000657
HML       0.009189
dtype: float64, 10488: const     0.002081
vwretd    0.904151
SMB       0.009653
HML       0.009348
dtype: float64, 10489: const    -0.135647
vwretd    1.446218
SMB      -0.007081
HML       0.020391
dtype: float64, 10490: const     0.045458
vwretd    1.585857
SMB       0.020906
HML       0.012335
dtype: float64, 10491: const     0.025183
vwretd    0.558589
SMB       0.022630
HML       0.001941
dtype: float64, 10492: const     0.011365
vwretd   -0.227134
SMB      -0.000474
HML       0.001091
dtype: float64, 10493: const    -0.012477
vwretd    1.581446
SMB       0.003926
HML      -0.013057
dtype: float64, 10494: const     0.004776
vwretd    1.224302
SMB       0.005685
HML       0.004323
dtype: float64, 10495: const    -0.004214
vwretd    1.386601
SMB      -0.000631
HML       0.009492
dtype: float64, 10496: const     0.033635
vwretd    2.597883
SMB       0.011880
HML       0.014564
dtype: float64, 10497: const    -0.298343
vwretd    0.418882
SMB      -0.010570
HML      -0.038267
dtype: float64, 10498: const    -0.002911
vwretd    0.041043
SMB       0.004468
HML       0.002289
dtype: float64, 10499: const    -0.007598
vwretd    1.931239
SMB       0.009497
HML       0.022986
dtype: float64, 10500: const    -0.012875
vwretd    1.006953
SMB       0.018919
HML       0.027665
dtype: float64, 10501: const     0.001805
vwretd    1.242550
SMB       0.008486
HML       0.005544
dtype: float64, 10502: const     0.004259
vwretd    1.250898
SMB      -0.031382
HML      -0.062782
dtype: float64, 10503: const    -0.062057
vwretd    1.504182
SMB      -0.017033
HML       0.039712
dtype: float64, 10504: const     0.048542
vwretd    1.891227
SMB       0.112704
HML       0.132334
dtype: float64, 10505: const    -0.027169
vwretd    0.660308
SMB       0.028294
HML       0.003899
dtype: float64, 10506: const     0.002321
vwretd    1.934007
SMB       0.019001
HML       0.010326
dtype: float64, 10507: const     0.009516
vwretd    0.988339
SMB       0.015333
HML       0.008753
dtype: float64, 10508: const     0.006252
vwretd   -1.090484
SMB      -0.059906
HML       0.000582
dtype: float64, 10509: const     0.048986
vwretd   -0.273816
SMB       0.025202
HML      -0.009153
dtype: float64, 10510: const    -0.002519
vwretd    0.523074
SMB       0.002151
HML       0.004389
dtype: float64, 10511: const    -0.061552
vwretd    1.065845
SMB       0.016125
HML       0.001654
dtype: float64, 10512: const    -0.107034
vwretd    0.933296
SMB       0.016395
HML       0.046648
dtype: float64, 10513: const     0.013142
vwretd    1.830799
SMB       0.004334
HML      -0.009662
dtype: float64, 10514: const    -0.004406
vwretd    0.884836
SMB       0.010439
HML       0.000597
dtype: float64, 10515: const    -0.003129
vwretd    0.546129
SMB      -0.001777
HML      -0.009724
dtype: float64, 10516: const     0.005168
vwretd    0.852512
SMB      -0.000368
HML       0.000825
dtype: float64, 10517: const     0.002173
vwretd    0.911135
SMB       0.007592
HML       0.003536
dtype: float64, 10518: const     -0.301000
vwretd    26.699298
SMB       -0.430391
HML       -0.089884
dtype: float64, 10519: const    -0.007377
vwretd    2.314658
SMB       0.005483
HML       0.013388
dtype: float64, 10520: const     0.058348
vwretd    0.016677
SMB       0.057312
HML       0.001870
dtype: float64, 10521: const    -0.013779
vwretd    2.278545
SMB       0.008436
HML       0.053362
dtype: float64, 10522: const     0.219334
vwretd    1.059408
SMB      -0.043010
HML       0.011791
dtype: float64, 10523: const    -0.055353
vwretd   -0.169237
SMB      -0.005816
HML      -0.027181
dtype: float64, 10524: const    -0.004830
vwretd    1.148092
SMB       0.009277
HML       0.009048
dtype: float64, 10525: const    -0.000329
vwretd    0.775068
SMB       0.009682
HML       0.006515
dtype: float64, 10526: const    -0.002582
vwretd    1.518190
SMB       0.003832
HML       0.008538
dtype: float64, 10527: const     0.003270
vwretd    1.078586
SMB       0.010452
HML       0.006358
dtype: float64, 10528: const     0.020205
vwretd    1.389635
SMB       0.002726
HML      -0.000933
dtype: float64, 10529: const     0.038023
vwretd    0.023960
SMB       0.007284
HML      -0.006984
dtype: float64, 10530: const     0.012348
vwretd    0.740705
SMB       0.011468
HML       0.000337
dtype: float64, 10531: const    -0.016345
vwretd    1.248812
SMB       0.006734
HML       0.009635
dtype: float64, 10532: const    -0.004785
vwretd    1.297513
SMB       0.004581
HML       0.002272
dtype: float64, 10533: const    -0.015324
vwretd    1.404935
SMB      -0.002728
HML       0.002539
dtype: float64, 10534: const    -0.031791
vwretd   -0.150805
SMB       0.008908
HML       0.005245
dtype: float64, 10535: const    -0.086564
vwretd    1.208624
SMB      -0.005025
HML      -0.037246
dtype: float64, 10536: const     0.002242
vwretd    0.578331
SMB       0.002012
HML       0.002454
dtype: float64, 10537: const     0.011918
vwretd    0.698344
SMB       0.015084
HML      -0.008633
dtype: float64, 10538: const    -0.024943
vwretd    0.820259
SMB       0.016462
HML       0.029454
dtype: float64, 10539: const    -0.004613
vwretd    0.418893
SMB       0.014983
HML      -0.015247
dtype: float64, 10540: const    -0.004280
vwretd    0.567144
SMB       0.008374
HML      -0.002144
dtype: float64, 10541: const     0.041987
vwretd    0.485438
SMB       0.012003
HML      -0.001774
dtype: float64, 10542: const    -0.000028
vwretd   -0.827183
SMB       0.040059
HML       0.006684
dtype: float64, 10543: const    -0.002534
vwretd   -0.259965
SMB       0.034453
HML       0.004726
dtype: float64, 10544: const     0.001283
vwretd    2.015477
SMB       0.018625
HML       0.009834
dtype: float64, 10545: const     0.006713
vwretd    1.071239
SMB       0.007222
HML       0.003625
dtype: float64, 10546: const     0.011059
vwretd    0.306895
SMB       0.001633
HML       0.007492
dtype: float64, 10547: const     0.017216
vwretd    0.910584
SMB       0.020210
HML      -0.007769
dtype: float64, 10548: const    -0.116574
vwretd    0.601476
SMB      -0.012839
HML       0.006673
dtype: float64, 10549: const     0.021106
vwretd   -0.993496
SMB       0.050465
HML      -0.008968
dtype: float64, 10550: const     0.007751
vwretd    0.418675
SMB       0.004061
HML       0.003239
dtype: float64, 10551: const     0.002684
vwretd    1.236132
SMB       0.002172
HML       0.009635
dtype: float64, 10552: const    -0.122459
vwretd    1.323264
SMB      -0.003641
HML       0.015897
dtype: float64, 10553: const     0.018365
vwretd    0.418711
SMB       0.009166
HML      -0.010659
dtype: float64, 10554: const      0.012048
vwretd   -10.142335
SMB        0.113394
HML        0.106525
dtype: float64, 10555: const     0.010139
vwretd    1.558549
SMB       0.010104
HML      -0.007535
dtype: float64, 10556: const    -0.058415
vwretd    2.786777
SMB      -0.013819
HML       0.066565
dtype: float64, 10557: const    -0.021619
vwretd    0.824080
SMB       0.018674
HML       0.000473
dtype: float64, 10558: const     0.058787
vwretd    0.676337
SMB       0.030840
HML      -0.000989
dtype: float64, 10559: const    -0.001581
vwretd    1.378228
SMB       0.003956
HML       0.005438
dtype: float64, 10560: const    -0.018336
vwretd    1.157547
SMB       0.001690
HML       0.007302
dtype: float64, 10561: const     0.025492
vwretd   -0.209525
SMB       0.011204
HML       0.012148
dtype: float64, 10562: const    -0.003161
vwretd    1.130426
SMB       0.006552
HML       0.011517
dtype: float64, 10563: const    -0.008095
vwretd    0.772746
SMB       0.005094
HML       0.010943
dtype: float64, 10564: const    -0.015897
vwretd    1.819373
SMB       0.003113
HML       0.007456
dtype: float64, 10565: const    -0.042191
vwretd    0.888919
SMB       0.010320
HML       0.018461
dtype: float64, 10566: const     0.009021
vwretd    0.479257
SMB       0.003963
HML       0.005763
dtype: float64, 10567: const     0.008758
vwretd    0.121397
SMB       0.008467
HML      -0.002475
dtype: float64, 10568: const     0.007160
vwretd    0.405641
SMB       0.001464
HML      -0.000133
dtype: float64, 10569: const    -0.000242
vwretd    1.130858
SMB       0.010751
HML       0.014300
dtype: float64, 10570: const     0.011534
vwretd    1.083820
SMB       0.002262
HML      -0.004044
dtype: float64, 10571: const     0.006424
vwretd    1.243894
SMB       0.013307
HML       0.010407
dtype: float64, 10572: const     0.005690
vwretd    0.717622
SMB       0.015168
HML       0.010808
dtype: float64, 10573: const     0.002251
vwretd   -0.212930
SMB       0.019360
HML       0.003173
dtype: float64, 10574: const     0.004735
vwretd    0.934954
SMB       0.012234
HML      -0.015125
dtype: float64, 10575: const    -0.001347
vwretd    0.967415
SMB      -0.001416
HML       0.008170
dtype: float64, 10576: const    -0.001810
vwretd    0.434345
SMB       0.019312
HML       0.002823
dtype: float64, 10577: const    -0.234866
vwretd    3.260711
SMB      -0.006394
HML       0.063030
dtype: float64, 10578: const     0.014986
vwretd    0.518199
SMB       0.015142
HML       0.003115
dtype: float64, 10579: const    -0.041295
vwretd    0.876819
SMB       0.003991
HML       0.036681
dtype: float64, 10580: const     0.005265
vwretd    1.028679
SMB       0.028112
HML       0.020002
dtype: float64, 10581: const     0.003682
vwretd    0.910733
SMB       0.009231
HML       0.019202
dtype: float64, 10582: const     0.141118
vwretd    2.811379
SMB       0.013691
HML      -0.090819
dtype: float64, 10583: const     0.055809
vwretd   -9.081089
SMB      -0.093710
HML       0.037009
dtype: float64, 10584: const    -0.087660
vwretd    2.263981
SMB       0.014494
HML       0.031657
dtype: float64, 10585: const    -0.055488
vwretd    1.785254
SMB      -0.001924
HML       0.005831
dtype: float64, 10586: const    -0.002574
vwretd    0.500976
SMB       0.002903
HML       0.005009
dtype: float64, 10587: const    -0.070920
vwretd    4.411913
SMB      -0.061101
HML       0.046640
dtype: float64, 10588: const     0.001718
vwretd    0.994371
SMB       0.009780
HML       0.016117
dtype: float64, 10589: const    -0.022412
vwretd    2.664459
SMB      -0.011310
HML       0.037330
dtype: float64, 10590: const    -0.025919
vwretd   -3.637723
SMB      -0.060342
HML      -0.115258
dtype: float64, 10591: const    -0.003623
vwretd    1.015087
SMB       0.004390
HML       0.012234
dtype: float64, 10592: const     0.003035
vwretd    0.785810
SMB       0.012124
HML      -0.006677
dtype: float64, 10593: const    -0.000040
vwretd    0.520904
SMB       0.052527
HML       0.028951
dtype: float64, 10594: const    -0.013582
vwretd    1.740499
SMB       0.004331
HML       0.023934
dtype: float64, 10595: const    -0.232854
vwretd   -4.526653
SMB      -0.026495
HML       0.101520
dtype: float64, 10596: const     0.005153
vwretd    0.663483
SMB       0.010065
HML       0.011336
dtype: float64, 10597: const     0.010477
vwretd    1.287296
SMB       0.001204
HML      -0.006363
dtype: float64, 10598: const     0.000195
vwretd    0.565064
SMB       0.000483
HML       0.013128
dtype: float64, 10599: const    -0.023318
vwretd   -1.456912
SMB       0.112712
HML       0.046899
dtype: float64, 10601: const    -0.029756
vwretd    2.328660
SMB       0.002523
HML       0.013680
dtype: float64, 10602: const     0.029636
vwretd    1.750035
SMB       0.038000
HML       0.015141
dtype: float64, 10603: const     0.012428
vwretd    0.982672
SMB       0.005427
HML      -0.002077
dtype: float64, 10604: const     0.002955
vwretd    0.921556
SMB      -0.001785
HML       0.002353
dtype: float64, 10605: const    -0.013162
vwretd    1.060360
SMB       0.010692
HML       0.005651
dtype: float64, 10606: const     0.003152
vwretd    0.845176
SMB       0.007378
HML       0.003952
dtype: float64, 10607: const    -0.113675
vwretd    0.984461
SMB      -0.008332
HML      -0.003492
dtype: float64, 10608: const     0.011184
vwretd    1.217602
SMB      -0.001431
HML      -0.005015
dtype: float64, 10609: const    -0.024348
vwretd   -0.508546
SMB      -0.028334
HML      -0.026148
dtype: float64, 10610: const     0.000057
vwretd    0.905314
SMB       0.036655
HML       0.024644
dtype: float64, 10611: const    -0.013484
vwretd    0.886183
SMB       0.014212
HML       0.011823
dtype: float64, 10612: const     0.008243
vwretd    0.681347
SMB       0.017802
HML       0.009197
dtype: float64, 10613: const    -0.000764
vwretd    1.769424
SMB       0.011762
HML      -0.003822
dtype: float64, 10614: const     0.051227
vwretd    1.005700
SMB       0.033390
HML       0.014839
dtype: float64, 10615: const    -0.001740
vwretd    0.023984
SMB       0.023240
HML      -0.008277
dtype: float64, 10616: const     0.003918
vwretd    0.120127
SMB       0.002374
HML      -0.000454
dtype: float64, 10617: const    -0.007628
vwretd    0.150871
SMB       0.006884
HML       0.014275
dtype: float64, 10618: const     0.008586
vwretd    0.670690
SMB       0.026902
HML       0.020308
dtype: float64, 10619: const    -0.015790
vwretd    0.109047
SMB       0.008852
HML      -0.002438
dtype: float64, 10620: const     0.000350
vwretd    1.119645
SMB       0.002776
HML       0.000319
dtype: float64, 10621: const    -0.176174
vwretd    2.145408
SMB       0.015653
HML      -0.021798
dtype: float64, 10622: const    -0.002058
vwretd    0.943835
SMB       0.002445
HML       0.010621
dtype: float64, 10623: const    -0.000671
vwretd    1.218704
SMB       0.002660
HML       0.012000
dtype: float64, 10624: const     0.023958
vwretd    1.370648
SMB       0.010472
HML       0.014812
dtype: float64, 10625: const     0.022635
vwretd    2.432461
SMB       0.003153
HML       0.036984
dtype: float64, 10626: const    -0.032919
vwretd    0.741835
SMB       0.017377
HML       0.009842
dtype: float64, 10627: const    -0.028675
vwretd    0.962475
SMB       0.011838
HML      -0.015974
dtype: float64, 10628: const     0.010120
vwretd    0.243322
SMB      -0.007218
HML      -0.004723
dtype: float64, 10629: const     0.000327
vwretd    0.627913
SMB       0.005494
HML       0.010628
dtype: float64, 10630: const    -0.025371
vwretd    0.156273
SMB       0.008931
HML       0.007699
dtype: float64, 10631: const    -0.041737
vwretd    0.590293
SMB      -0.009189
HML      -0.003459
dtype: float64, 10632: const     0.006799
vwretd    0.830321
SMB       0.008304
HML       0.011190
dtype: float64, 10633: const     0.010714
vwretd    1.269313
SMB       0.009543
HML      -0.005268
dtype: float64, 10634: const    -0.029699
vwretd    1.363848
SMB      -0.003334
HML      -0.004509
dtype: float64, 10635: const    -0.036536
vwretd    0.750798
SMB      -0.010856
HML      -0.025028
dtype: float64, 10636: const     0.008715
vwretd    2.133560
SMB       0.024329
HML       0.022162
dtype: float64, 10637: const     0.005668
vwretd    1.144322
SMB       0.006995
HML      -0.009266
dtype: float64, 10638: const     0.001289
vwretd    0.614881
SMB       0.006901
HML       0.009512
dtype: float64, 10639: const     0.003233
vwretd    0.753612
SMB       0.015835
HML       0.002930
dtype: float64, 10640: const     0.001694
vwretd    1.741698
SMB       0.012081
HML      -0.008590
dtype: float64, 10641: const    -0.104441
vwretd    1.195178
SMB       0.007878
HML       0.018329
dtype: float64, 10642: const    -0.016662
vwretd    4.153053
SMB      -0.011520
HML       0.083292
dtype: float64, 10643: const    -0.026658
vwretd   -0.421316
SMB       0.062720
HML      -0.015204
dtype: float64, 10644: const     0.007610
vwretd    1.059337
SMB       0.016001
HML       0.004079
dtype: float64, 10645: const     0.008806
vwretd    0.638268
SMB       0.007940
HML       0.003430
dtype: float64, 10646: const     0.026120
vwretd    0.802129
SMB       0.006183
HML      -0.002901
dtype: float64, 10647: const     0.001273
vwretd    1.303347
SMB       0.011008
HML      -0.001114
dtype: float64, 10649: const     0.007049
vwretd    0.918906
SMB       0.004746
HML       0.007589
dtype: float64, 10650: const     0.002589
vwretd    0.382172
SMB       0.002517
HML       0.004776
dtype: float64, 10651: const    -0.001174
vwretd    0.809062
SMB       0.009275
HML       0.010362
dtype: float64, 10652: const    -0.041552
vwretd    1.750963
SMB       0.008409
HML       0.037898
dtype: float64, 10653: const    -0.060445
vwretd    0.960124
SMB       0.017117
HML       0.000175
dtype: float64, 10654: const    -0.001115
vwretd    1.021410
SMB       0.019863
HML       0.021829
dtype: float64, 10655: const    -0.014177
vwretd   -1.979686
SMB       0.025633
HML      -0.016729
dtype: float64, 10656: const     0.000947
vwretd    0.710451
SMB       0.006879
HML       0.005622
dtype: float64, 10657: const     0.005816
vwretd    1.043445
SMB       0.004907
HML       0.003155
dtype: float64, 10658: const    -0.002731
vwretd    1.104207
SMB       0.001841
HML       0.002363
dtype: float64, 10659: const     0.015897
vwretd    0.907433
SMB       0.010760
HML       0.000494
dtype: float64, 10660: const     0.020770
vwretd    0.929257
SMB       0.011745
HML      -0.019053
dtype: float64, 10661: const     0.009368
vwretd    0.477739
SMB       0.018185
HML      -0.002505
dtype: float64, 10662: const     0.021442
vwretd    0.682226
SMB       0.015928
HML      -0.023711
dtype: float64, 10663: const     0.021502
vwretd    1.695901
SMB       0.028045
HML       0.007261
dtype: float64, 10664: const     0.009227
vwretd    0.628893
SMB       0.014818
HML      -0.001504
dtype: float64, 10665: const    -0.001731
vwretd    0.412304
SMB       0.001842
HML      -0.000523
dtype: float64, 10666: const    -0.042583
vwretd   -0.646080
SMB       0.036074
HML       0.022991
dtype: float64, 10667: const     0.005665
vwretd    1.151081
SMB       0.017693
HML       0.000047
dtype: float64, 10668: const    -0.053818
vwretd   -0.390488
SMB       0.022862
HML       0.022772
dtype: float64, 10669: const     0.011223
vwretd    1.539804
SMB       0.005449
HML       0.005102
dtype: float64, 10670: const     0.003073
vwretd    1.693502
SMB       0.016743
HML       0.016957
dtype: float64, 10671: const    -0.006552
vwretd    1.412615
SMB       0.002334
HML       0.012554
dtype: float64, 10672: const    -0.011298
vwretd    1.106823
SMB       0.022366
HML       0.011580
dtype: float64, 10673: const     0.055831
vwretd    0.309964
SMB       0.007042
HML      -0.033429
dtype: float64, 10674: const    -0.198904
vwretd    0.565427
SMB      -0.007264
HML      -0.178423
dtype: float64, 10675: const     0.007725
vwretd    0.727449
SMB       0.006242
HML       0.009542
dtype: float64, 10676: const    -0.008381
vwretd    1.567007
SMB       0.010730
HML       0.012468
dtype: float64, 10677: const    -0.063690
vwretd    0.834701
SMB       0.016651
HML       0.076134
dtype: float64, 10678: const    -0.100103
vwretd    0.041148
SMB       0.039440
HML      -0.031996
dtype: float64, 10679: const    -0.141128
vwretd    0.574607
SMB       0.013863
HML       0.034547
dtype: float64, 10680: const     0.007494
vwretd    0.178934
SMB       0.009833
HML       0.004158
dtype: float64, 10681: const    -0.046592
vwretd    2.288558
SMB       0.021363
HML       0.072780
dtype: float64, 10682: const     0.005619
vwretd    0.459676
SMB       0.002730
HML       0.005044
dtype: float64, 10683: const    -0.010026
vwretd    1.987502
SMB       0.008290
HML       0.019705
dtype: float64, 10684: const    -0.004680
vwretd    0.561804
SMB       0.008394
HML       0.006691
dtype: float64, 10685: const     0.010345
vwretd    1.908792
SMB       0.028402
HML       0.023607
dtype: float64, 10686: const    -0.019397
vwretd    0.891853
SMB      -0.004973
HML      -0.012159
dtype: float64, 10687: const    -0.017072
vwretd    1.501936
SMB       0.030119
HML       0.018290
dtype: float64, 10688: const    -0.006588
vwretd    0.288647
SMB       0.005691
HML      -0.017484
dtype: float64, 10689: const    -0.006601
vwretd    0.190249
SMB      -0.003967
HML       0.003499
dtype: float64, 10690: const     0.006529
vwretd    0.494694
SMB       0.011688
HML       0.006485
dtype: float64, 10691: const     0.016422
vwretd    1.621871
SMB       0.013707
HML      -0.010350
dtype: float64, 10693: const     0.003042
vwretd    1.232459
SMB       0.001031
HML       0.003940
dtype: float64, 10694: const    -0.098439
vwretd    0.259697
SMB      -0.088762
HML      -0.085990
dtype: float64, 10695: const     0.007413
vwretd    1.902999
SMB      -0.001433
HML       0.051700
dtype: float64, 10696: const     0.007506
vwretd    0.992534
SMB      -0.003762
HML       0.000732
dtype: float64, 10697: const     0.007837
vwretd    1.215937
SMB       0.008488
HML       0.011826
dtype: float64, 10698: const    -0.001695
vwretd    1.316591
SMB       0.003468
HML       0.003170
dtype: float64, 10699: const    -0.023090
vwretd    0.965831
SMB       0.069415
HML      -0.004630
dtype: float64, 10700: const     0.007408
vwretd    0.873352
SMB       0.053782
HML       0.038644
dtype: float64, 10701: const    -0.037488
vwretd    1.985420
SMB       0.005758
HML       0.008825
dtype: float64, 10702: const    -0.003016
vwretd    0.985791
SMB       0.008488
HML       0.004918
dtype: float64, 10703: const    -0.119153
vwretd    0.177428
SMB       0.004035
HML       0.007245
dtype: float64, 10704: const    -0.000621
vwretd    0.741493
SMB       0.004146
HML       0.006687
dtype: float64, 10705: const    -0.004712
vwretd    1.113632
SMB       0.019202
HML       0.005556
dtype: float64, 10706: const     0.014728
vwretd    0.192424
SMB       0.017546
HML       0.006187
dtype: float64, 10707: const    -0.036706
vwretd    1.021458
SMB       0.015523
HML       0.010320
dtype: float64, 10708: const    -0.137566
vwretd   -0.595323
SMB      -0.024660
HML      -0.013464
dtype: float64, 10709: const     0.004431
vwretd    1.049244
SMB       0.005818
HML       0.001786
dtype: float64, 10710: const     0.000969
vwretd    0.700153
SMB      -0.003564
HML       0.004029
dtype: float64, 10711: const     0.013313
vwretd    0.504146
SMB       0.012299
HML       0.003908
dtype: float64, 10712: const    -0.020245
vwretd    2.176737
SMB      -0.013660
HML       0.043362
dtype: float64, 10713: const     0.006526
vwretd    0.842750
SMB       0.008754
HML       0.003331
dtype: float64, 10714: const     0.046280
vwretd   -0.645217
SMB       0.005198
HML      -0.029884
dtype: float64, 10715: const     0.001919
vwretd    0.425127
SMB       0.007922
HML       0.010460
dtype: float64, 10716: const     0.013215
vwretd    1.132716
SMB       0.003840
HML      -0.006038
dtype: float64, 10717: const    -0.051381
vwretd    4.303059
SMB       0.011233
HML       0.161908
dtype: float64, 10718: const    -0.018179
vwretd    0.871406
SMB       0.010363
HML       0.016843
dtype: float64, 10719: const     0.003057
vwretd    0.983317
SMB       0.004471
HML       0.003196
dtype: float64, 10720: const     0.005374
vwretd    1.358648
SMB       0.008348
HML      -0.002892
dtype: float64, 10721: const    -0.005996
vwretd    1.205012
SMB       0.002989
HML       0.004822
dtype: float64, 10722: const    -0.059123
vwretd    1.412228
SMB       0.032822
HML       0.048758
dtype: float64, 10723: const     0.004487
vwretd    0.342806
SMB       0.008481
HML      -0.013579
dtype: float64, 10724: const     0.004520
vwretd    1.396169
SMB       0.010909
HML       0.006528
dtype: float64, 10725: const     0.006759
vwretd    1.353565
SMB      -0.001719
HML       0.010592
dtype: float64, 10726: const    -0.004135
vwretd    1.319781
SMB       0.016996
HML       0.008066
dtype: float64, 10727: const     0.006602
vwretd    0.603990
SMB       0.006206
HML       0.002813
dtype: float64, 10728: const     0.017979
vwretd    0.689834
SMB       0.001832
HML      -0.006786
dtype: float64, 10729: const     0.036698
vwretd    6.538740
SMB      -0.082624
HML       0.046825
dtype: float64, 10730: const     0.009840
vwretd    0.328225
SMB       0.003171
HML       0.002471
dtype: float64, 10731: const    -0.004730
vwretd    1.506221
SMB       0.010056
HML       0.005784
dtype: float64, 10732: const    -0.154825
vwretd    0.626571
SMB       0.027482
HML       0.030386
dtype: float64, 10733: const    -0.001872
vwretd    0.778564
SMB       0.019606
HML       0.006362
dtype: float64, 10734: const     0.014951
vwretd    0.602055
SMB      -0.001172
HML       0.004723
dtype: float64, 10735: const     0.004718
vwretd    0.617675
SMB      -0.000128
HML      -0.002560
dtype: float64, 10736: const     0.068142
vwretd    9.115912
SMB      -0.140347
HML      -0.088395
dtype: float64, 10737: const     0.008658
vwretd   -1.348248
SMB       0.013855
HML       0.007122
dtype: float64, 10738: const     0.000677
vwretd    1.768673
SMB       0.019103
HML      -0.007210
dtype: float64, 10739: const     0.016166
vwretd    1.206584
SMB       0.010641
HML      -0.007375
dtype: float64, 10740: const     0.016918
vwretd    1.044640
SMB       0.006885
HML       0.004032
dtype: float64, 10742: const    -0.009853
vwretd    0.994663
SMB       0.002041
HML       0.006905
dtype: float64, 10743: const     0.001965
vwretd    0.813545
SMB       0.004553
HML       0.000840
dtype: float64, 10744: const     0.085498
vwretd   -1.225096
SMB      -0.003860
HML      -0.021679
dtype: float64, 10745: const    -0.014484
vwretd    0.584255
SMB       0.007347
HML       0.006107
dtype: float64, 10746: const    -0.153556
vwretd    0.710402
SMB       0.035296
HML       0.058146
dtype: float64, 10747: const    -0.045532
vwretd    2.371552
SMB      -0.047280
HML       0.006916
dtype: float64, 10748: const    -0.111792
vwretd    2.317441
SMB       0.016882
HML       0.028090
dtype: float64, 10749: const     0.001416
vwretd    0.435328
SMB       0.003927
HML       0.005685
dtype: float64, 10750: const    -0.014141
vwretd    0.494125
SMB       0.003063
HML       0.000609
dtype: float64, 10751: const     0.001512
vwretd    1.322938
SMB       0.002944
HML       0.000487
dtype: float64, 10752: const     0.005720
vwretd    1.032657
SMB       0.009319
HML       0.001744
dtype: float64, 10753: const    -0.009533
vwretd    0.961523
SMB       0.000667
HML       0.005913
dtype: float64, 10754: const     0.012626
vwretd    0.707362
SMB      -0.003168
HML       0.009209
dtype: float64, 10755: const    -0.004594
vwretd    0.887524
SMB       0.014042
HML       0.019291
dtype: float64, 10756: const    -0.127475
vwretd    2.716086
SMB       0.049354
HML       0.092615
dtype: float64, 10757: const     0.009457
vwretd    0.671164
SMB       0.005272
HML       0.007185
dtype: float64, 10758: const    -0.025286
vwretd    0.350626
SMB       0.008504
HML       0.018172
dtype: float64, 10759: const     0.007746
vwretd    0.608756
SMB       0.010278
HML       0.004178
dtype: float64, 10761: const    -0.009139
vwretd    0.588701
SMB       0.006055
HML       0.002320
dtype: float64, 10762: const     0.009747
vwretd    0.784279
SMB       0.016118
HML       0.003631
dtype: float64, 10763: const    -0.020945
vwretd    2.134109
SMB       0.018367
HML       0.022108
dtype: float64, 10764: const     -0.383921
vwretd    16.008211
SMB        0.414184
HML        0.185436
dtype: float64, 10765: const    -0.003880
vwretd    1.007168
SMB       0.017947
HML      -0.018341
dtype: float64, 10766: const     0.015331
vwretd    1.388634
SMB       0.006637
HML      -0.015151
dtype: float64, 10767: const    -0.000067
vwretd    0.722725
SMB       0.015572
HML      -0.018800
dtype: float64, 10768: const    -0.000602
vwretd    1.267147
SMB       0.019697
HML      -0.002916
dtype: float64, 10769: const     0.002860
vwretd    0.694538
SMB       0.005867
HML       0.006259
dtype: float64, 10770: const    -0.006207
vwretd    0.697953
SMB       0.010290
HML       0.009289
dtype: float64, 10771: const    -0.008879
vwretd    0.764251
SMB      -0.000176
HML       0.009417
dtype: float64, 10772: const    -0.010250
vwretd    1.011346
SMB       0.010496
HML       0.002400
dtype: float64, 10773: const    -0.123884
vwretd   -0.586679
SMB       0.038732
HML      -0.014554
dtype: float64, 10774: const     0.010499
vwretd    0.211153
SMB       0.002815
HML       0.016181
dtype: float64, 10775: const     0.001887
vwretd    1.113476
SMB       0.023592
HML      -0.003341
dtype: float64, 10776: const    -0.022048
vwretd    1.156574
SMB       0.009617
HML      -0.007523
dtype: float64, 10777: const     0.003593
vwretd    0.581649
SMB       0.008172
HML       0.008100
dtype: float64, 10778: const     0.003243
vwretd    1.034649
SMB       0.000490
HML       0.000036
dtype: float64, 10779: const    -0.002081
vwretd    1.265523
SMB       0.010525
HML      -0.003057
dtype: float64, 10780: const    -0.001379
vwretd    1.407985
SMB       0.007735
HML       0.016132
dtype: float64, 10781: const     0.005104
vwretd    0.363647
SMB       0.000740
HML       0.003496
dtype: float64, 10782: const     0.041139
vwretd   -0.040677
SMB      -0.011358
HML      -0.005853
dtype: float64, 10783: const    -0.038591
vwretd    0.169750
SMB       0.011085
HML      -0.004011
dtype: float64, 10785: const     0.012815
vwretd    1.121953
SMB       0.022809
HML      -0.007548
dtype: float64, 10786: const    -0.006984
vwretd    1.393962
SMB      -0.000995
HML       0.005243
dtype: float64, 10787: const     0.009681
vwretd    0.925313
SMB       0.013530
HML       0.004396
dtype: float64, 10788: const     0.015897
vwretd    0.581535
SMB       0.018427
HML       0.010875
dtype: float64, 10789: const     0.004200
vwretd    2.323956
SMB       0.002055
HML      -0.014709
dtype: float64, 10790: const     0.007297
vwretd    1.156170
SMB       0.009290
HML      -0.002140
dtype: float64, 10791: const     0.008742
vwretd    1.322896
SMB       0.014426
HML      -0.006257
dtype: float64, 10792: const     0.009782
vwretd    0.276806
SMB       0.003423
HML       0.005466
dtype: float64, 10793: const    -0.062430
vwretd    0.153187
SMB       0.016473
HML       0.034277
dtype: float64, 10794: const     0.015598
vwretd    1.281782
SMB       0.042312
HML       0.006481
dtype: float64, 10795: const    -0.275890
vwretd    4.060441
SMB       0.096229
HML       0.082045
dtype: float64, 10796: const     0.040568
vwretd    1.290395
SMB       0.011944
HML       0.036300
dtype: float64, 10797: const    -0.036346
vwretd    0.482951
SMB       0.027781
HML       0.022078
dtype: float64, 10798: const    -0.026807
vwretd    0.333355
SMB       0.035752
HML       0.013848
dtype: float64, 10799: const     0.000039
vwretd    0.817380
SMB       0.001786
HML       0.018701
dtype: float64, 10800: const    -0.006367
vwretd    1.133517
SMB       0.019672
HML       0.013237
dtype: float64, 10801: const     0.016524
vwretd    1.693612
SMB       0.007871
HML      -0.000770
dtype: float64, 10802: const    -0.047014
vwretd    0.336248
SMB       0.018604
HML       0.010357
dtype: float64, 10803: const     0.005357
vwretd    1.224393
SMB       0.006750
HML       0.003611
dtype: float64, 10804: const    -0.084909
vwretd    1.519058
SMB      -0.011856
HML      -0.001048
dtype: float64, 10805: const    -0.095594
vwretd    1.825780
SMB       0.021352
HML       0.044542
dtype: float64, 10806: const     0.006275
vwretd    0.625954
SMB       0.007387
HML      -0.005557
dtype: float64, 10807: const    -0.004255
vwretd    1.520439
SMB       0.009667
HML      -0.000605
dtype: float64, 10808: const    -0.015256
vwretd    1.190441
SMB       0.008491
HML       0.010095
dtype: float64, 10809: const    -0.022066
vwretd    1.318189
SMB       0.019264
HML       0.028777
dtype: float64, 10810: const    -0.007626
vwretd    0.920134
SMB       0.014211
HML       0.016637
dtype: float64, 10811: const     0.033220
vwretd    0.751702
SMB       0.019620
HML      -0.023512
dtype: float64, 10812: const     0.006045
vwretd    0.622073
SMB       0.003733
HML       0.003740
dtype: float64, 10813: const    -0.080609
vwretd    1.445068
SMB      -0.030239
HML       0.015506
dtype: float64, 10814: const    -0.000387
vwretd    0.360264
SMB       0.002066
HML       0.011400
dtype: float64, 10815: const     0.184858
vwretd    1.644531
SMB       0.089480
HML      -0.014719
dtype: float64, 10816: const    -0.160337
vwretd    2.064776
SMB       0.050254
HML       0.010512
dtype: float64, 10817: const    -0.023574
vwretd    2.178329
SMB      -0.058353
HML       0.001867
dtype: float64, 10818: const    -0.012474
vwretd    1.318556
SMB       0.013835
HML      -0.004348
dtype: float64, 10819: const     -0.395457
vwretd    16.329057
SMB        0.014008
HML        0.348997
dtype: float64, 10820: const    -0.000005
vwretd    1.926020
SMB       0.018413
HML      -0.010375
dtype: float64, 10821: const     0.011988
vwretd    0.611387
SMB       0.008033
HML       0.004157
dtype: float64, 10822: const    -0.009318
vwretd    1.100209
SMB       0.003199
HML       0.001895
dtype: float64, 10823: const     0.001786
vwretd    0.722049
SMB      -0.000482
HML       0.001118
dtype: float64, 10824: const     0.063380
vwretd   -1.485279
SMB       0.002629
HML      -0.012407
dtype: float64, 10825: const    -0.016871
vwretd    1.002037
SMB       0.010322
HML       0.016921
dtype: float64, 10826: const    -0.127814
vwretd    1.449243
SMB       0.059732
HML       0.062641
dtype: float64, 10827: const     0.007733
vwretd    1.326769
SMB       0.002910
HML      -0.022733
dtype: float64, 10828: const     0.010135
vwretd    0.464573
SMB       0.006359
HML       0.010178
dtype: float64, 10829: const    -0.059274
vwretd    1.277628
SMB       0.020389
HML       0.019728
dtype: float64, 10830: const    -0.005184
vwretd    0.892492
SMB       0.020799
HML       0.015587
dtype: float64, 10831: const     0.012204
vwretd    1.107894
SMB      -0.002637
HML      -0.001116
dtype: float64, 10833: const     0.002489
vwretd    0.638463
SMB       0.003964
HML       0.014425
dtype: float64, 10834: const     0.006786
vwretd    1.189530
SMB       0.007818
HML       0.008582
dtype: float64, 10835: const    -0.002703
vwretd    0.993816
SMB       0.010542
HML       0.010471
dtype: float64, 10836: const    -0.023053
vwretd    0.354233
SMB       0.012708
HML      -0.006474
dtype: float64, 10837: const     0.030819
vwretd    0.247023
SMB      -0.008653
HML      -0.022890
dtype: float64, 10838: const     0.004460
vwretd    0.848738
SMB       0.023072
HML      -0.005226
dtype: float64, 10839: const     0.013862
vwretd    0.738560
SMB       0.010866
HML       0.006769
dtype: float64, 10840: const    -0.029039
vwretd    0.286658
SMB       0.006023
HML      -0.016394
dtype: float64, 10841: const     0.014261
vwretd    0.038463
SMB       0.007530
HML       0.006010
dtype: float64, 10842: const    -0.009858
vwretd    1.079242
SMB      -0.013913
HML       0.016802
dtype: float64, 10843: const    -0.002510
vwretd    0.974760
SMB       0.006136
HML       0.008804
dtype: float64, 10844: const     0.060271
vwretd    0.083720
SMB       0.028615
HML      -0.036171
dtype: float64, 10845: const    -0.001064
vwretd    1.260008
SMB       0.021016
HML       0.012445
dtype: float64, 10847: const     0.004761
vwretd    0.700619
SMB       0.000436
HML       0.003753
dtype: float64, 10848: const    -0.072172
vwretd    1.347984
SMB      -0.006945
HML      -0.027465
dtype: float64, 10849: const     0.008660
vwretd    0.534301
SMB       0.048092
HML       0.023918
dtype: float64, 10850: const     0.001614
vwretd    0.319857
SMB       0.000273
HML       0.001740
dtype: float64, 10851: const     0.017085
vwretd    0.448590
SMB       0.003679
HML       0.008290
dtype: float64, 10852: const    -0.159751
vwretd    1.777044
SMB      -0.019493
HML       0.046240
dtype: float64, 10853: const     0.014147
vwretd    0.912522
SMB       0.008426
HML       0.001635
dtype: float64, 10854: const    -0.004068
vwretd    1.540614
SMB       0.009736
HML       0.016273
dtype: float64, 10855: const    -0.068667
vwretd    0.576835
SMB       0.001205
HML       0.006252
dtype: float64, 10856: const     0.001787
vwretd    4.136567
SMB       0.037842
HML       0.071938
dtype: float64, 10857: const     0.010953
vwretd    1.262767
SMB       0.006753
HML       0.007198
dtype: float64, 10858: const     0.001062
vwretd    0.812641
SMB       0.002894
HML      -0.001752
dtype: float64, 10859: const    -0.006621
vwretd    0.512768
SMB       0.033131
HML      -0.006158
dtype: float64, 10860: const     0.005561
vwretd    0.828689
SMB       0.014357
HML      -0.003050
dtype: float64, 10861: const    -0.002226
vwretd    0.790936
SMB      -0.004150
HML      -0.020999
dtype: float64, 10862: const     0.005685
vwretd    1.800267
SMB       0.004018
HML      -0.002954
dtype: float64, 10863: const    -0.005033
vwretd    0.850808
SMB       0.026641
HML      -0.003416
dtype: float64, 10864: const    -0.026508
vwretd    0.411811
SMB       0.004059
HML       0.005735
dtype: float64, 10865: const    -0.074925
vwretd    0.719939
SMB       0.006950
HML      -0.028422
dtype: float64, 10866: const     0.004539
vwretd    0.667337
SMB       0.004776
HML       0.002036
dtype: float64, 10867: const     0.012938
vwretd    1.215359
SMB       0.016906
HML      -0.004771
dtype: float64, 10868: const     0.008526
vwretd   -0.663416
SMB       0.031539
HML      -0.003464
dtype: float64, 10869: const    -0.003796
vwretd    0.685953
SMB       0.019726
HML       0.008750
dtype: float64, 10870: const     0.005486
vwretd    0.849942
SMB       0.019501
HML      -0.005606
dtype: float64, 10871: const     0.028609
vwretd    0.003068
SMB       0.011721
HML      -0.027069
dtype: float64, 10872: const    -0.109069
vwretd    1.796105
SMB       0.010356
HML       0.034566
dtype: float64, 10873: const     0.014312
vwretd    0.437880
SMB       0.006507
HML       0.001984
dtype: float64, 10874: const     0.002193
vwretd    1.286224
SMB       0.010827
HML       0.003596
dtype: float64, 10875: const     0.007787
vwretd    1.147233
SMB       0.009743
HML       0.004992
dtype: float64, 10876: const     0.022887
vwretd    0.301950
SMB       0.010057
HML       0.006107
dtype: float64, 10877: const     0.014574
vwretd    0.972863
SMB       0.004100
HML      -0.007755
dtype: float64, 10878: const    -0.007642
vwretd    1.165038
SMB       0.002288
HML       0.016834
dtype: float64, 10879: const    -0.025760
vwretd    1.061026
SMB       0.026963
HML       0.011829
dtype: float64, 10880: const     0.014403
vwretd    0.419480
SMB       0.008548
HML       0.009823
dtype: float64, 10881: const     0.005421
vwretd    1.582048
SMB       0.012750
HML      -0.003435
dtype: float64, 10882: const     0.005151
vwretd    1.391345
SMB       0.006540
HML       0.011301
dtype: float64, 10883: const    -0.046343
vwretd    3.057716
SMB       0.021415
HML       0.005115
dtype: float64, 10884: const    -0.035227
vwretd    1.739429
SMB       0.033568
HML       0.070897
dtype: float64, 10885: const     0.008338
vwretd    0.520489
SMB       0.020148
HML      -0.010050
dtype: float64, 10886: const    -0.004134
vwretd    1.241925
SMB       0.012050
HML       0.008253
dtype: float64, 10887: const    -0.117917
vwretd    2.361594
SMB      -0.021600
HML       0.038586
dtype: float64, 10888: const     0.016305
vwretd    0.376299
SMB       0.042203
HML      -0.004562
dtype: float64, 10889: const    -0.018264
vwretd    1.127009
SMB       0.015038
HML       0.010853
dtype: float64, 10890: const    -0.001874
vwretd    1.219752
SMB       0.006311
HML       0.000346
dtype: float64, 10891: const     0.000805
vwretd    0.587608
SMB       0.009958
HML       0.001512
dtype: float64, 10892: const     0.002320
vwretd    0.841616
SMB       0.008230
HML       0.012701
dtype: float64, 10893: const     0.039319
vwretd    0.893223
SMB       0.006721
HML       0.004699
dtype: float64, 10894: const    -0.043082
vwretd    0.791180
SMB      -0.000796
HML       0.009939
dtype: float64, 10895: const     0.002643
vwretd   -2.149919
SMB      -0.137292
HML      -0.505965
dtype: float64, 10896: const    -0.041764
vwretd   -1.116813
SMB       0.017931
HML       0.006390
dtype: float64, 10897: const     0.008876
vwretd    0.291899
SMB       0.008025
HML       0.007086
dtype: float64, 10898: const     0.014382
vwretd   -0.225166
SMB       0.007746
HML      -0.013139
dtype: float64, 10899: const    -0.030965
vwretd    1.459905
SMB       0.000293
HML       0.014468
dtype: float64, 10900: const    -0.049717
vwretd    0.671586
SMB       0.022713
HML       0.013964
dtype: float64, 10901: const     0.006432
vwretd    0.564604
SMB       0.003044
HML       0.006202
dtype: float64, 10902: const     0.004818
vwretd    0.108229
SMB       0.009464
HML       0.010496
dtype: float64, 10903: const     0.019863
vwretd    0.785086
SMB       0.018633
HML       0.015264
dtype: float64, 10904: const    -0.008346
vwretd   -2.350787
SMB      -0.022696
HML      -0.044663
dtype: float64, 10905: const    -0.001086
vwretd    0.347752
SMB       0.003129
HML       0.005690
dtype: float64, 10906: const    -0.004622
vwretd    1.446301
SMB       0.005581
HML       0.017991
dtype: float64, 10907: const    -0.003003
vwretd    0.924852
SMB       0.023692
HML       0.012314
dtype: float64, 10908: const    -0.005208
vwretd    0.912975
SMB       0.007292
HML       0.009518
dtype: float64, 10909: const     0.012843
vwretd    0.971738
SMB       0.007996
HML      -0.003203
dtype: float64, 10910: const     0.004516
vwretd    1.891943
SMB       0.014446
HML       0.017976
dtype: float64, 10911: const     0.000047
vwretd    0.733663
SMB       0.024544
HML       0.012280
dtype: float64, 10912: const     0.016797
vwretd    0.557606
SMB       0.007684
HML      -0.007293
dtype: float64, 10913: const     0.002707
vwretd    0.600808
SMB       0.005648
HML       0.009377
dtype: float64, 10914: const    -0.000003
vwretd    1.191542
SMB       0.010668
HML       0.007218
dtype: float64, 10915: const    -0.022892
vwretd   -1.633878
SMB       0.067978
HML       0.028885
dtype: float64, 10916: const     0.008557
vwretd    0.253568
SMB       0.004268
HML       0.003400
dtype: float64, 10917: const     0.006364
vwretd    0.434304
SMB       0.006145
HML       0.005494
dtype: float64, 10918: const    -0.005002
vwretd    1.572088
SMB       0.011145
HML       0.009605
dtype: float64, 10920: const     0.065968
vwretd   -0.405325
SMB      -0.006349
HML      -0.009704
dtype: float64, 10921: const     0.057373
vwretd    1.028970
SMB       0.025186
HML      -0.011063
dtype: float64, 10922: const     0.008037
vwretd   -0.067908
SMB       0.002615
HML      -0.001315
dtype: float64, 10923: const     0.029592
vwretd    0.286708
SMB       0.013528
HML       0.006133
dtype: float64, 10924: const    -0.002249
vwretd    1.569493
SMB       0.009753
HML       0.003611
dtype: float64, 10925: const    -0.004182
vwretd    0.490874
SMB       0.010944
HML      -0.010310
dtype: float64, 10926: const     0.006947
vwretd    0.518482
SMB       0.002954
HML       0.005852
dtype: float64, 10927: const    -0.073448
vwretd    0.429054
SMB       0.031498
HML      -0.000442
dtype: float64, 10928: const    -0.013898
vwretd    1.981584
SMB       0.011821
HML       0.000788
dtype: float64, 10929: const    -0.001289
vwretd    1.195573
SMB       0.004091
HML       0.006229
dtype: float64, 10930: const    -0.019004
vwretd    0.658397
SMB       0.007224
HML       0.018535
dtype: float64, 10931: const     0.009146
vwretd    0.295917
SMB       0.010782
HML       0.003897
dtype: float64, 10932: const    -0.000004
vwretd    1.210156
SMB       0.004946
HML       0.013609
dtype: float64, 10933: const     0.007167
vwretd    0.673115
SMB      -0.000702
HML       0.004060
dtype: float64, 10934: const    -0.069623
vwretd    1.508002
SMB       0.019884
HML       0.029528
dtype: float64, 10935: const     0.007660
vwretd    0.680639
SMB       0.009430
HML       0.004946
dtype: float64, 10936: const     0.002295
vwretd    1.360176
SMB      -0.012487
HML       0.047050
dtype: float64, 10937: const    -0.021383
vwretd    0.809627
SMB       0.014708
HML      -0.013075
dtype: float64, 10938: const    -0.003798
vwretd    1.501476
SMB       0.005454
HML       0.002563
dtype: float64, 10939: const    -0.161214
vwretd    0.001661
SMB       0.019604
HML      -0.026028
dtype: float64, 10940: const    -0.115434
vwretd   -0.009020
SMB       0.177596
HML       0.071646
dtype: float64, 10941: const     0.005744
vwretd    1.485307
SMB       0.005328
HML       0.011169
dtype: float64, 10942: const     0.010401
vwretd    1.729831
SMB       0.010912
HML       0.005880
dtype: float64, 10943: const    -0.044345
vwretd    1.405584
SMB       0.002908
HML       0.015580
dtype: float64, 10944: const    -0.002552
vwretd    1.797599
SMB      -0.002946
HML       0.005768
dtype: float64, 10945: const     0.004665
vwretd    1.067126
SMB       0.003668
HML       0.088633
dtype: float64, 10946: const    -0.005089
vwretd    0.720689
SMB       0.006876
HML       0.002185
dtype: float64, 10947: const     0.022720
vwretd    0.276778
SMB       0.004480
HML      -0.018095
dtype: float64, 10948: const    -0.005794
vwretd    1.709685
SMB      -0.007255
HML       0.014604
dtype: float64, 10949: const     0.058511
vwretd   -0.114872
SMB       0.028761
HML      -0.048191
dtype: float64, 10950: const    -0.009141
vwretd    0.425508
SMB       0.006974
HML       0.003426
dtype: float64, 10951: const    -0.075680
vwretd    2.392315
SMB      -0.028851
HML       0.005197
dtype: float64, 10952: const     0.003308
vwretd    0.617009
SMB       0.008464
HML       0.010204
dtype: float64, 10953: const    -0.052355
vwretd    0.546156
SMB       0.020687
HML      -0.034473
dtype: float64, 10954: const     0.001222
vwretd    1.145920
SMB       0.013518
HML       0.009210
dtype: float64, 10955: const    -0.086445
vwretd    3.650563
SMB      -0.019733
HML       0.039117
dtype: float64, 10956: const    -0.006278
vwretd   -0.108210
SMB       0.011896
HML      -0.011762
dtype: float64, 10957: const     0.008012
vwretd    1.216456
SMB       0.025658
HML       0.039115
dtype: float64, 10958: const    -0.042715
vwretd    1.371122
SMB       0.006109
HML       0.015316
dtype: float64, 10959: const     0.005464
vwretd    1.083917
SMB       0.007751
HML       0.009588
dtype: float64, 10960: const    -0.012194
vwretd    0.500608
SMB       0.019106
HML       0.043635
dtype: float64, 10961: const     0.012731
vwretd    0.992484
SMB       0.003802
HML       0.006395
dtype: float64, 10962: const    -0.007461
vwretd    0.843767
SMB       0.010349
HML       0.011309
dtype: float64, 10963: const    -0.010301
vwretd    3.350646
SMB      -0.003969
HML       0.003446
dtype: float64, 10964: const     0.008236
vwretd    0.632233
SMB       0.018490
HML       0.000620
dtype: float64, 10965: const     0.003793
vwretd    1.659328
SMB      -0.008698
HML      -0.011784
dtype: float64, 10966: const     0.004129
vwretd    0.502735
SMB       0.008561
HML       0.005749
dtype: float64, 10967: const     0.003690
vwretd    1.863177
SMB      -0.005111
HML      -0.004473
dtype: float64, 10968: const     0.008119
vwretd    0.657544
SMB       0.005589
HML       0.011447
dtype: float64, 10969: const    -0.004399
vwretd    1.455865
SMB       0.004449
HML       0.027121
dtype: float64, 10970: const     0.004615
vwretd    1.102412
SMB       0.000186
HML      -0.001584
dtype: float64, 10971: const    -0.027915
vwretd    1.303784
SMB       0.011211
HML       0.000464
dtype: float64, 10972: const    -0.003006
vwretd    0.879151
SMB       0.001876
HML       0.002443
dtype: float64, 10973: const     0.076543
vwretd    0.307285
SMB       0.033533
HML      -0.025785
dtype: float64, 10974: const     0.000961
vwretd    0.708454
SMB       0.001326
HML       0.005976
dtype: float64, 10975: const     0.042862
vwretd   -0.359753
SMB       0.015130
HML      -0.007361
dtype: float64, 10976: const     0.018590
vwretd    0.119090
SMB       0.004775
HML       0.003213
dtype: float64, 10977: const    -0.000258
vwretd    0.994226
SMB       0.007182
HML       0.014471
dtype: float64, 10978: const    -0.005404
vwretd    0.748943
SMB       0.002808
HML       0.005828
dtype: float64, 10980: const    -0.024278
vwretd    1.240438
SMB       0.022162
HML       0.026427
dtype: float64, 10981: const    -0.002541
vwretd    0.711913
SMB       0.018390
HML       0.022895
dtype: float64, 10982: const    -0.230163
vwretd    1.546105
SMB      -0.095208
HML      -0.134473
dtype: float64, 10983: const     0.012095
vwretd    0.884913
SMB       0.002803
HML       0.011718
dtype: float64, 10984: const     0.018839
vwretd    0.729688
SMB       0.006234
HML       0.001004
dtype: float64, 10985: const    -0.000737
vwretd    0.179008
SMB      -0.002719
HML       0.002940
dtype: float64, 10986: const    -0.004261
vwretd    1.319211
SMB       0.018133
HML      -0.015088
dtype: float64, 10987: const     0.009621
vwretd    1.631122
SMB       0.022663
HML      -0.018412
dtype: float64, 10988: const     0.031229
vwretd    1.429631
SMB       0.066471
HML       0.039799
dtype: float64, 10989: const     0.003856
vwretd    0.828600
SMB      -0.003507
HML       0.000338
dtype: float64, 10990: const     0.022160
vwretd    0.164671
SMB       0.009432
HML       0.006111
dtype: float64, 10991: const     0.006628
vwretd    0.407395
SMB       0.000988
HML       0.002303
dtype: float64, 10992: const     0.017435
vwretd   -0.141076
SMB       0.040187
HML      -0.006425
dtype: float64, 10993: const    -0.015566
vwretd    2.076539
SMB       0.016959
HML       0.053771
dtype: float64, 10994: const     0.006675
vwretd    0.601630
SMB       0.022366
HML      -0.001608
dtype: float64, 10995: const     0.011756
vwretd    0.841279
SMB       0.005316
HML       0.012027
dtype: float64, 10996: const    -0.152982
vwretd    0.004461
SMB      -0.091775
HML       0.077093
dtype: float64, 10998: const     0.006897
vwretd    1.074995
SMB       0.019683
HML       0.001850
dtype: float64, 10999: const    -0.003300
vwretd    1.282703
SMB       0.002476
HML       0.005560
dtype: float64, 11000: const     0.012664
vwretd    0.955252
SMB       0.009065
HML      -0.003032
dtype: float64, 11001: const    -0.002896
vwretd    1.641593
SMB       0.015313
HML       0.011179
dtype: float64, 11002: const    -0.075516
vwretd    7.226877
SMB      -0.071621
HML       0.215490
dtype: float64, 11003: const     0.004859
vwretd    1.090233
SMB      -0.001977
HML       0.002832
dtype: float64, 11004: const     0.001481
vwretd    2.013101
SMB       0.004961
HML      -0.007104
dtype: float64, 11005: const     0.009321
vwretd    0.488807
SMB       0.003165
HML       0.002779
dtype: float64, 11006: const     0.004723
vwretd    0.380806
SMB       0.003696
HML       0.006160
dtype: float64, 11007: const     0.013286
vwretd   -2.918690
SMB       0.008356
HML      -0.001642
dtype: float64, 11008: const    -0.066465
vwretd    1.009939
SMB       0.009058
HML       0.002166
dtype: float64, 11009: const    -0.003945
vwretd    0.144444
SMB       0.001208
HML      -0.000577
dtype: float64, 11010: const     0.002719
vwretd    0.747348
SMB       0.014395
HML      -0.008486
dtype: float64, 11011: const     0.018363
vwretd   -0.633192
SMB       0.020252
HML      -0.013093
dtype: float64, 11012: const     0.007403
vwretd    0.623679
SMB       0.016224
HML       0.016174
dtype: float64, 11013: const    -0.140293
vwretd    4.185005
SMB      -0.002218
HML       0.134158
dtype: float64, 11014: const    -0.000728
vwretd    0.917271
SMB       0.008377
HML       0.011352
dtype: float64, 11015: const    -0.054976
vwretd    1.836618
SMB       0.017622
HML       0.031403
dtype: float64, 11016: const     0.013464
vwretd    1.726733
SMB       0.017189
HML       0.039268
dtype: float64, 11017: const    -0.000557
vwretd    1.197393
SMB       0.018562
HML       0.013658
dtype: float64, 11018: const    -0.000585
vwretd    1.024386
SMB       0.007738
HML       0.015602
dtype: float64, 11019: const     0.012057
vwretd    0.368644
SMB       0.006114
HML       0.006440
dtype: float64, 11020: const     0.014109
vwretd    0.639644
SMB       0.008018
HML      -0.006540
dtype: float64, 11021: const    -0.052515
vwretd    2.047168
SMB       0.017497
HML       0.048994
dtype: float64, 11022: const     0.007293
vwretd    0.668538
SMB       0.014452
HML       0.031989
dtype: float64, 11023: const    -0.060367
vwretd    1.035556
SMB       0.009570
HML       0.034546
dtype: float64, 11024: const    -0.208850
vwretd    4.904503
SMB      -0.034569
HML       0.116435
dtype: float64, 11025: const    -0.004871
vwretd    1.037473
SMB      -0.000727
HML       0.003676
dtype: float64, 11026: const    -0.004448
vwretd    0.131962
SMB       0.013682
HML       0.007693
dtype: float64, 11027: const    -0.065990
vwretd    5.062496
SMB      -0.065330
HML       0.120639
dtype: float64, 11028: const    -0.002405
vwretd    1.989859
SMB      -0.003142
HML       0.010688
dtype: float64, 11029: const    -0.168665
vwretd   -1.032885
SMB       0.067787
HML       0.034697
dtype: float64, 11030: const     0.068143
vwretd   -0.233243
SMB       0.093478
HML       0.028410
dtype: float64, 11031: const     0.005672
vwretd    1.575177
SMB       0.015100
HML       0.004089
dtype: float64, 11032: const    -0.007235
vwretd    0.517382
SMB       0.009403
HML      -0.004309
dtype: float64, 11033: const    -0.001258
vwretd    1.171970
SMB       0.011281
HML       0.008080
dtype: float64, 11034: const    -0.034485
vwretd    1.376502
SMB       0.011382
HML       0.012067
dtype: float64, 11035: const     0.012674
vwretd    0.751454
SMB       0.007999
HML      -0.003907
dtype: float64, 11036: const     0.010289
vwretd    1.050137
SMB       0.010415
HML      -0.004055
dtype: float64, 11037: const     0.001999
vwretd    0.877437
SMB       0.019619
HML      -0.004540
dtype: float64, 11038: const    -0.004423
vwretd    1.355073
SMB       0.004973
HML      -0.000317
dtype: float64, 11039: const    -0.009940
vwretd    2.450267
SMB       0.034695
HML       0.072303
dtype: float64, 11040: const     0.000337
vwretd    0.706491
SMB       0.024521
HML      -0.008793
dtype: float64, 11041: const    -0.001912
vwretd    1.010916
SMB       0.002543
HML       0.004589
dtype: float64, 11042: const     0.017604
vwretd    0.695026
SMB      -0.003617
HML      -0.011914
dtype: float64, 11043: const     0.006787
vwretd    0.871452
SMB       0.009701
HML       0.002021
dtype: float64, 11044: const     0.007847
vwretd    0.828971
SMB      -0.001154
HML       0.014912
dtype: float64, 11045: const     0.008204
vwretd    0.985552
SMB       0.007023
HML       0.014076
dtype: float64, 11046: const     0.008814
vwretd    0.489710
SMB       0.017920
HML       0.015988
dtype: float64, 11047: const     0.012977
vwretd    0.228436
SMB       0.011473
HML       0.013341
dtype: float64, 11048: const     0.004204
vwretd    1.342946
SMB       0.011603
HML       0.011592
dtype: float64, 11049: const    -0.069598
vwretd    1.885971
SMB      -0.017699
HML       0.055142
dtype: float64, 11050: const     0.025450
vwretd    0.297497
SMB       0.011299
HML       0.002065
dtype: float64, 11051: const    -0.008156
vwretd    1.430353
SMB      -0.005524
HML      -0.007299
dtype: float64, 11052: const    -0.052181
vwretd   -0.000849
SMB      -0.001049
HML       0.000082
dtype: float64, 11053: const     0.005749
vwretd    0.418542
SMB       0.017811
HML       0.022596
dtype: float64, 11054: const    -0.007709
vwretd    1.482439
SMB       0.007336
HML       0.006560
dtype: float64, 11055: const     0.017375
vwretd    1.081140
SMB       0.005681
HML       0.005052
dtype: float64, 11056: const    -0.013297
vwretd    1.149715
SMB       0.012443
HML       0.025042
dtype: float64, 11057: const     0.049765
vwretd   -0.406091
SMB       0.015330
HML       0.011130
dtype: float64, 11058: const     0.015228
vwretd    1.707732
SMB      -0.004835
HML       0.007569
dtype: float64, 11059: const     0.004397
vwretd    0.076910
SMB      -0.001411
HML       0.000289
dtype: float64, 11060: const     0.015847
vwretd   -0.373556
SMB       0.005436
HML      -0.000342
dtype: float64, 11061: const     0.014353
vwretd   -3.310280
SMB      -0.008474
HML      -0.005751
dtype: float64, 11062: const     0.009974
vwretd    1.306627
SMB       0.025848
HML      -0.001373
dtype: float64, 11063: const     0.021086
vwretd    0.350159
SMB       0.002313
HML      -0.002855
dtype: float64, 11064: const     0.006261
vwretd    0.906612
SMB       0.006506
HML       0.011465
dtype: float64, 11065: const     0.014634
vwretd    1.201042
SMB       0.008306
HML      -0.002216
dtype: float64, 11066: const     0.009758
vwretd    0.759717
SMB       0.008865
HML       0.011051
dtype: float64, 11067: const     0.012368
vwretd    0.059045
SMB       0.006832
HML       0.000727
dtype: float64, 11068: const    -0.002723
vwretd    1.329772
SMB       0.002540
HML       0.002006
dtype: float64, 11069: const    -0.004016
vwretd    1.151257
SMB       0.018091
HML       0.003543
dtype: float64, 11070: const    -0.001499
vwretd    1.128653
SMB       0.002340
HML      -0.003372
dtype: float64, 11071: const     0.028309
vwretd   -0.650892
SMB       0.004528
HML       0.027244
dtype: float64, 11072: const     0.009458
vwretd    0.993719
SMB       0.010393
HML       0.007998
dtype: float64, 11073: const     0.057473
vwretd   -0.089438
SMB       0.068373
HML       0.002730
dtype: float64, 11074: const    -0.002251
vwretd   -0.060444
SMB       0.000379
HML       0.001002
dtype: float64, 11075: const    -0.159005
vwretd    1.759300
SMB       0.006018
HML       0.028070
dtype: float64, 11076: const    -0.007034
vwretd    0.862077
SMB       0.014105
HML       0.012132
dtype: float64, 11077: const     0.010803
vwretd    1.850368
SMB       0.014985
HML      -0.005795
dtype: float64, 11078: const     0.010443
vwretd    1.090009
SMB       0.000564
HML       0.014613
dtype: float64, 11079: const    -0.020251
vwretd    1.152648
SMB       0.048416
HML       0.029591
dtype: float64, 11080: const    -0.032368
vwretd    0.710671
SMB       0.017225
HML      -0.004877
dtype: float64, 11081: const     0.015432
vwretd    1.419858
SMB       0.001391
HML      -0.008078
dtype: float64, 11082: const     0.037554
vwretd   -0.263438
SMB       0.034338
HML      -0.012804
dtype: float64, 11083: const    -0.005421
vwretd   -0.062359
SMB       0.020803
HML       0.004491
dtype: float64, 11084: const     0.005127
vwretd    0.724690
SMB       0.014382
HML      -0.001196
dtype: float64, 11086: const     0.057304
vwretd   -0.054949
SMB       0.025059
HML       0.044551
dtype: float64, 11087: const    -0.014142
vwretd    1.157021
SMB       0.046359
HML       0.040948
dtype: float64, 11088: const     0.004853
vwretd    0.668275
SMB       0.003215
HML       0.014662
dtype: float64, 11089: const    -0.042038
vwretd    0.908523
SMB      -0.004743
HML      -0.000287
dtype: float64, 11090: const    -0.045628
vwretd    0.271185
SMB       0.006200
HML       0.002886
dtype: float64, 11091: const     0.016871
vwretd   -0.948938
SMB       0.033568
HML      -0.011813
dtype: float64, 11092: const    -0.002596
vwretd    1.323550
SMB      -0.001191
HML       0.005934
dtype: float64, 11093: const     0.000310
vwretd    0.581629
SMB       0.005509
HML       0.001454
dtype: float64, 11094: const    -0.009986
vwretd    0.221015
SMB       0.045629
HML       0.040399
dtype: float64, 11095: const     0.008584
vwretd    0.461160
SMB       0.000393
HML       0.005655
dtype: float64, 11096: const    -0.067677
vwretd    1.149909
SMB       0.006749
HML       0.043216
dtype: float64, 11097: const    -0.007866
vwretd    1.525904
SMB       0.029938
HML       0.032597
dtype: float64, 11098: const    -0.080744
vwretd    1.655188
SMB      -0.004505
HML       0.065433
dtype: float64, 11099: const     0.012538
vwretd    0.143298
SMB       0.012179
HML       0.011326
dtype: float64, 11100: const     0.004045
vwretd    0.750162
SMB       0.012148
HML      -0.011106
dtype: float64, 11101: const    -0.003115
vwretd    0.470260
SMB       0.026655
HML      -0.009077
dtype: float64, 11102: const    -0.076266
vwretd    2.275505
SMB      -0.005903
HML       0.025378
dtype: float64, 11103: const     0.000673
vwretd    1.367001
SMB       0.013407
HML      -0.005376
dtype: float64, 11104: const    -0.191625
vwretd    1.151987
SMB      -0.011028
HML      -0.018818
dtype: float64, 11105: const    -0.001190
vwretd    1.331918
SMB       0.012608
HML       0.004952
dtype: float64, 11106: const    -0.018268
vwretd    0.950073
SMB       0.012493
HML       0.003172
dtype: float64, 11107: const    -0.013556
vwretd   -0.187777
SMB       0.006004
HML       0.008415
dtype: float64, 11108: const    -0.079289
vwretd   -0.935768
SMB       0.022710
HML      -0.025216
dtype: float64, 11109: const     0.029867
vwretd   -0.176052
SMB       0.008101
HML      -0.011263
dtype: float64, 11110: const    -0.024262
vwretd    0.870114
SMB       0.002306
HML       0.002893
dtype: float64, 11111: const    -0.056412
vwretd    2.643504
SMB      -0.038332
HML       0.049380
dtype: float64, 11112: const    -0.197401
vwretd    1.792925
SMB       0.010994
HML       0.034485
dtype: float64, 11113: const    -0.005922
vwretd    0.902996
SMB       0.013972
HML       0.005913
dtype: float64, 11114: const     0.001949
vwretd    0.501528
SMB       0.007592
HML      -0.012688
dtype: float64, 11115: const    -0.022998
vwretd   -0.337375
SMB       0.008490
HML      -0.048104
dtype: float64, 11116: const     0.020284
vwretd    1.316770
SMB      -0.003884
HML       0.017316
dtype: float64, 11117: const    -0.093283
vwretd   -0.093441
SMB       0.023384
HML       0.025281
dtype: float64, 11118: const     0.011754
vwretd    1.967936
SMB       0.013781
HML       0.014891
dtype: float64, 11119: const    -0.010351
vwretd    1.169954
SMB       0.015094
HML      -0.014527
dtype: float64, 11120: const     0.003574
vwretd    0.952228
SMB       0.011046
HML       0.013312
dtype: float64, 11121: const     0.035859
vwretd    0.334296
SMB       0.003313
HML       0.003547
dtype: float64, 11122: const     0.017300
vwretd    0.447822
SMB       0.027809
HML      -0.003897
dtype: float64, 11123: const    -0.031510
vwretd    0.824719
SMB       0.004084
HML       0.001360
dtype: float64, 11124: const     0.006705
vwretd    1.780882
SMB       0.013363
HML       0.004097
dtype: float64, 11125: const    -0.119787
vwretd    2.827352
SMB       0.002985
HML       0.053174
dtype: float64, 11126: const    -0.045173
vwretd    1.338428
SMB       0.013700
HML       0.039568
dtype: float64, 11127: const     0.007545
vwretd    0.677084
SMB       0.017901
HML       0.007946
dtype: float64, 11128: const    -0.024074
vwretd    0.793731
SMB       0.008332
HML      -0.007288
dtype: float64, 11129: const    -0.033316
vwretd    1.093020
SMB       0.020948
HML       0.004488
dtype: float64, 11130: const    -0.069194
vwretd    0.740239
SMB       0.012535
HML       0.038979
dtype: float64, 11131: const     0.006507
vwretd    0.380398
SMB       0.004686
HML       0.007407
dtype: float64, 11132: const     0.013111
vwretd    1.102625
SMB       0.011398
HML      -0.000781
dtype: float64, 11133: const    -0.138457
vwretd   -0.467197
SMB       0.055687
HML       0.018531
dtype: float64, 11134: const    -0.042218
vwretd    0.376471
SMB       0.025826
HML      -0.005204
dtype: float64, 11135: const     0.032333
vwretd    1.012891
SMB       0.008436
HML      -0.023440
dtype: float64, 11136: const    -0.006551
vwretd    1.556918
SMB       0.018255
HML       0.017173
dtype: float64, 11137: const     0.016096
vwretd    1.254181
SMB       0.011079
HML       0.007467
dtype: float64, 11138: const     0.011093
vwretd    0.719376
SMB       0.004685
HML       0.001986
dtype: float64, 11139: const     0.004629
vwretd    2.366579
SMB       0.017187
HML       0.020203
dtype: float64, 11140: const     0.005727
vwretd    0.416845
SMB       0.005778
HML       0.007826
dtype: float64, 11141: const     0.012405
vwretd    1.169343
SMB       0.006308
HML       0.003518
dtype: float64, 11142: const    -0.027124
vwretd    0.841771
SMB       0.024490
HML      -0.002814
dtype: float64, 11143: const    -0.039950
vwretd    2.210611
SMB      -0.021966
HML      -0.031561
dtype: float64, 11144: const     0.012285
vwretd    0.611982
SMB       0.006694
HML       0.006248
dtype: float64, 11145: const    -0.000311
vwretd    1.124063
SMB       0.010617
HML       0.012785
dtype: float64, 11146: const     0.011816
vwretd    0.645905
SMB       0.000714
HML       0.006863
dtype: float64, 11147: const     0.019276
vwretd    1.125929
SMB       0.021324
HML      -0.012908
dtype: float64, 11148: const    -0.003002
vwretd    0.940869
SMB       0.005052
HML       0.008682
dtype: float64, 11149: const     0.020159
vwretd    1.051730
SMB       0.013319
HML      -0.005241
dtype: float64, 11150: const    -0.010785
vwretd    0.107539
SMB      -0.013712
HML      -0.008911
dtype: float64, 11151: const    -0.236268
vwretd    0.008645
SMB       0.005867
HML      -0.024808
dtype: float64, 11152: const    -0.002285
vwretd    2.765584
SMB       0.005307
HML       0.026758
dtype: float64, 11153: const     0.051781
vwretd    0.409786
SMB       0.035694
HML       0.030898
dtype: float64, 11154: const     0.006640
vwretd    1.962824
SMB       0.014519
HML       0.000910
dtype: float64, 11155: const    -0.047675
vwretd    1.605132
SMB       0.011064
HML       0.013255
dtype: float64, 11156: const     0.001041
vwretd    0.845493
SMB      -0.001304
HML       0.004631
dtype: float64, 11157: const     0.008586
vwretd    0.688212
SMB       0.006970
HML       0.006720
dtype: float64, 11158: const    -0.234433
vwretd    2.827379
SMB      -0.043360
HML       0.009477
dtype: float64, 11159: const     0.006193
vwretd    1.258644
SMB       0.000996
HML       0.002631
dtype: float64, 11160: const    -0.049602
vwretd    1.638264
SMB       0.003696
HML       0.010147
dtype: float64, 11161: const    -0.001075
vwretd    1.737773
SMB       0.008523
HML       0.016094
dtype: float64, 11162: const    -0.007573
vwretd    1.995061
SMB       0.012707
HML       0.014281
dtype: float64, 11164: const    -0.001470
vwretd    1.300075
SMB       0.008151
HML       0.006585
dtype: float64, 11165: const     0.034968
vwretd   -0.335068
SMB       0.007574
HML      -0.021828
dtype: float64, 11166: const    -0.167631
vwretd    2.577142
SMB      -0.048421
HML       0.061255
dtype: float64, 11167: const    -0.053613
vwretd    2.368519
SMB       0.019185
HML      -0.010181
dtype: float64, 11168: const     0.022576
vwretd    0.853028
SMB       0.018311
HML       0.007092
dtype: float64, 11169: const    -0.015616
vwretd    1.246063
SMB       0.023745
HML      -0.000828
dtype: float64, 11170: const     0.009709
vwretd    1.065294
SMB       0.003814
HML       0.005827
dtype: float64, 11171: const    -0.035872
vwretd    1.729906
SMB       0.004742
HML       0.040597
dtype: float64, 11172: const    -0.007821
vwretd    1.292496
SMB       0.013857
HML       0.026198
dtype: float64, 11173: const    -0.001819
vwretd    1.084754
SMB       0.005184
HML       0.003685
dtype: float64, 11174: const     0.022343
vwretd    0.892657
SMB       0.007152
HML       0.010460
dtype: float64, 11175: const     0.001137
vwretd    0.312439
SMB       0.013798
HML       0.006881
dtype: float64, 11176: const    -0.000314
vwretd    0.866335
SMB       0.027930
HML      -0.020452
dtype: float64, 11177: const    -0.001593
vwretd    1.554764
SMB       0.013869
HML      -0.008855
dtype: float64, 11178: const    -0.001313
vwretd    0.770763
SMB       0.000839
HML       0.009896
dtype: float64, 11179: const    -0.184977
vwretd    1.780786
SMB       0.006536
HML       0.067554
dtype: float64, 11180: const     0.013083
vwretd   -0.422738
SMB       0.034720
HML       0.031063
dtype: float64, 11181: const    -0.007981
vwretd    1.267818
SMB       0.016358
HML       0.001067
dtype: float64, 11182: const    -0.078797
vwretd    3.813137
SMB       0.018848
HML       0.034907
dtype: float64, 11183: const     0.008691
vwretd    1.309265
SMB       0.006032
HML       0.009497
dtype: float64, 11184: const     0.005602
vwretd    1.428473
SMB       0.008035
HML       0.007060
dtype: float64, 11185: const     0.001564
vwretd    0.233611
SMB       0.006177
HML       0.003461
dtype: float64, 11186: const     0.011252
vwretd    0.405587
SMB       0.006518
HML       0.007863
dtype: float64, 11187: const     0.003002
vwretd    0.892433
SMB       0.001864
HML       0.007675
dtype: float64, 11188: const    -0.120538
vwretd    1.630368
SMB       0.003058
HML       0.069735
dtype: float64, 11189: const     0.019373
vwretd    1.252554
SMB      -0.003882
HML      -0.002792
dtype: float64, 11190: const     0.016003
vwretd   -0.590017
SMB       0.012935
HML      -0.006796
dtype: float64, 11191: const    -0.146419
vwretd    2.260352
SMB       0.002124
HML       0.063929
dtype: float64, 11192: const     0.014850
vwretd    1.423216
SMB       0.010487
HML      -0.005617
dtype: float64, 11193: const    -0.031802
vwretd    1.068402
SMB       0.023277
HML       0.038171
dtype: float64, 11194: const     0.001665
vwretd    0.354475
SMB       0.004681
HML       0.003958
dtype: float64, 11195: const    -0.021680
vwretd   -0.179442
SMB       0.017898
HML      -0.028408
dtype: float64, 11196: const    -0.040809
vwretd   -1.536898
SMB       0.013301
HML      -0.000795
dtype: float64, 11197: const     0.043126
vwretd    0.322567
SMB       0.025601
HML      -0.020111
dtype: float64, 11198: const     0.005061
vwretd    1.232856
SMB       0.007397
HML      -0.002085
dtype: float64, 11199: const    -0.011925
vwretd    0.720200
SMB       0.012184
HML       0.028456
dtype: float64, 11200: const    -0.196652
vwretd    1.484178
SMB       0.042500
HML       0.046296
dtype: float64, 11201: const    -0.002659
vwretd    0.830755
SMB       0.001649
HML       0.017829
dtype: float64, 11202: const     0.026402
vwretd    1.031669
SMB       0.020970
HML       0.003959
dtype: float64, 11203: const    -0.002960
vwretd    0.745574
SMB       0.004334
HML       0.008220
dtype: float64, 11204: const    -0.101305
vwretd    2.038783
SMB       0.012214
HML       0.045728
dtype: float64, 11205: const     0.005350
vwretd    3.114174
SMB       0.018023
HML       0.084370
dtype: float64, 11207: const     0.011393
vwretd    0.934102
SMB       0.006428
HML       0.010014
dtype: float64, 11208: const     0.006040
vwretd    1.161579
SMB       0.009610
HML       0.016227
dtype: float64, 11209: const     0.000311
vwretd    2.260906
SMB      -0.002016
HML       0.002997
dtype: float64, 11210: const    -0.029802
vwretd    0.134813
SMB       0.013968
HML      -0.003339
dtype: float64, 11211: const     0.003647
vwretd    1.309611
SMB       0.003715
HML       0.001482
dtype: float64, 11212: const    -0.019571
vwretd    1.444626
SMB       0.007243
HML      -0.011539
dtype: float64, 11213: const    -0.010342
vwretd    1.482558
SMB       0.003548
HML       0.029267
dtype: float64, 11214: const     0.014651
vwretd    0.981884
SMB       0.008605
HML       0.001127
dtype: float64, 11215: const     0.018652
vwretd    0.861604
SMB       0.001003
HML      -0.001969
dtype: float64, 11216: const     0.008922
vwretd    0.491401
SMB       0.001643
HML       0.008327
dtype: float64, 11217: const    -0.059868
vwretd   -0.152359
SMB       0.016391
HML      -0.000720
dtype: float64, 11218: const     0.027272
vwretd    1.294818
SMB      -0.001102
HML       0.005921
dtype: float64, 11219: const    -0.000189
vwretd    0.711679
SMB       0.019074
HML       0.014673
dtype: float64, 11220: const     0.013433
vwretd    0.241046
SMB       0.005354
HML       0.002261
dtype: float64, 11221: const     0.043083
vwretd    0.779184
SMB       0.034307
HML       0.006746
dtype: float64, 11222: const    -0.018341
vwretd    1.954299
SMB       0.074434
HML       0.064986
dtype: float64, 11223: const    -0.000913
vwretd    0.153797
SMB       0.013041
HML      -0.011562
dtype: float64, 11225: const     0.018249
vwretd    0.550799
SMB       0.004322
HML       0.007379
dtype: float64, 11226: const    -0.043671
vwretd    2.645276
SMB      -0.005593
HML       0.008728
dtype: float64, 11227: const     0.008952
vwretd    0.565055
SMB       0.023213
HML      -0.014318
dtype: float64, 11228: const    -0.006891
vwretd    0.748081
SMB       0.013110
HML       0.025144
dtype: float64, 11229: const    -0.022228
vwretd    0.849795
SMB       0.012553
HML      -0.018140
dtype: float64, 11230: const     0.009532
vwretd    0.192487
SMB      -0.000128
HML      -0.001486
dtype: float64, 11231: const     0.021286
vwretd    1.156410
SMB       0.013358
HML      -0.017494
dtype: float64, 11232: const     0.012096
vwretd    0.854600
SMB       0.001962
HML       0.010164
dtype: float64, 11233: const     0.016137
vwretd    0.396248
SMB       0.020654
HML       0.013090
dtype: float64, 11234: const     0.018411
vwretd    0.136065
SMB       0.008581
HML      -0.000849
dtype: float64, 11235: const     0.008517
vwretd    0.155353
SMB       0.004023
HML       0.005219
dtype: float64, 11236: const     0.085607
vwretd   -0.580076
SMB       0.015678
HML       0.035603
dtype: float64, 11237: const    -0.092657
vwretd    1.190210
SMB       0.088100
HML       0.018678
dtype: float64, 11238: const    -0.009786
vwretd    3.072078
SMB       0.014995
HML       0.033404
dtype: float64, 11239: const    -0.056655
vwretd    0.973016
SMB       0.011495
HML       0.018911
dtype: float64, 11240: const    -0.196900
vwretd    1.687665
SMB       0.009387
HML      -0.000710
dtype: float64, 11241: const     0.019464
vwretd    0.083079
SMB       0.017741
HML       0.019836
dtype: float64, 11242: const    -0.039457
vwretd    1.060399
SMB       0.009151
HML       0.011210
dtype: float64, 11243: const     0.014807
vwretd    0.647381
SMB       0.001803
HML      -0.000270
dtype: float64, 11244: const     0.003745
vwretd    0.532803
SMB       0.011556
HML       0.000464
dtype: float64, 11245: const     0.072051
vwretd    6.725365
SMB      -0.083306
HML      -0.038076
dtype: float64, 11246: const     0.003715
vwretd    0.595172
SMB       0.005924
HML       0.003762
dtype: float64, 11247: const    -0.093725
vwretd    1.357891
SMB       0.011995
HML       0.044263
dtype: float64, 11248: const     0.018676
vwretd    0.379822
SMB       0.015020
HML       0.011345
dtype: float64, 11249: const    -0.099913
vwretd    2.853147
SMB       0.008889
HML       0.021216
dtype: float64, 11250: const    -0.031397
vwretd    0.389237
SMB       0.029789
HML       0.019234
dtype: float64, 11251: const     0.014606
vwretd    0.264368
SMB      -0.003210
HML      -0.000197
dtype: float64, 11252: const     0.015340
vwretd    0.438069
SMB       0.009754
HML       0.032317
dtype: float64, 11253: const     0.001632
vwretd    1.019526
SMB       0.009398
HML       0.005274
dtype: float64, 11255: const     0.033070
vwretd    0.615720
SMB       0.001604
HML       0.006750
dtype: float64, 11256: const     0.009198
vwretd    0.497286
SMB      -0.000591
HML       0.003944
dtype: float64, 11257: const    -0.022465
vwretd    0.460159
SMB       0.020741
HML       0.005525
dtype: float64, 11258: const     0.004678
vwretd    3.638402
SMB       0.052337
HML       0.061364
dtype: float64, 11259: const    -0.026086
vwretd    1.164343
SMB       0.003973
HML       0.010720
dtype: float64, 11260: const    -0.000326
vwretd    1.412084
SMB       0.001290
HML       0.003095
dtype: float64, 11261: const     0.014937
vwretd    1.302206
SMB       0.012444
HML       0.000762
dtype: float64, 11262: const     0.017670
vwretd   -0.148104
SMB       0.001582
HML      -0.001610
dtype: float64, 11263: const     0.013860
vwretd    0.540617
SMB       0.001576
HML       0.011768
dtype: float64, 11264: const     0.004860
vwretd    3.030571
SMB       0.018962
HML       0.001862
dtype: float64, 11265: const     0.001420
vwretd    0.443257
SMB       0.005342
HML       0.016015
dtype: float64, 11266: const     0.046447
vwretd   -0.592340
SMB      -0.009669
HML      -0.006941
dtype: float64, 11267: const     0.006532
vwretd    0.872619
SMB       0.008218
HML       0.006421
dtype: float64, 11268: const     0.014645
vwretd    0.521150
SMB      -0.002406
HML      -0.000026
dtype: float64, 11269: const     0.011199
vwretd    1.414861
SMB       0.007438
HML       0.013014
dtype: float64, 11271: const     0.102747
vwretd    0.401853
SMB       0.043696
HML      -0.000812
dtype: float64, 11272: const    -0.058417
vwretd    2.332478
SMB       0.000181
HML      -0.007920
dtype: float64, 11273: const    -0.063905
vwretd    2.153028
SMB       0.036723
HML       0.010870
dtype: float64, 11274: const     0.003560
vwretd    0.154343
SMB      -0.010475
HML      -0.005171
dtype: float64, 11275: const    -0.003450
vwretd    0.805092
SMB       0.011787
HML      -0.003317
dtype: float64, 11276: const    -0.001201
vwretd    1.273543
SMB       0.018522
HML       0.006758
dtype: float64, 11277: const     0.011488
vwretd    0.756663
SMB       0.018047
HML       0.001136
dtype: float64, 11278: const     0.007921
vwretd    1.676602
SMB       0.012055
HML       0.007846
dtype: float64, 11279: const     0.032928
vwretd    0.161615
SMB       0.000719
HML      -0.005278
dtype: float64, 11280: const    -0.066895
vwretd    2.992301
SMB      -0.045306
HML      -0.000557
dtype: float64, 11281: const    -0.049997
vwretd    2.540792
SMB       0.010309
HML       0.001022
dtype: float64, 11282: const    -0.012794
vwretd    1.080228
SMB       0.039075
HML      -0.009500
dtype: float64, 11283: const    -0.003597
vwretd    1.838109
SMB       0.011853
HML      -0.001298
dtype: float64, 11284: const     0.044576
vwretd    0.576158
SMB      -0.011529
HML      -0.025022
dtype: float64, 11285: const     0.006004
vwretd    0.561246
SMB       0.007220
HML       0.010152
dtype: float64, 11286: const     0.022946
vwretd    1.367022
SMB       0.015223
HML       0.012705
dtype: float64, 11287: const    -0.005956
vwretd    1.212121
SMB       0.002023
HML       0.013001
dtype: float64, 11288: const     0.018686
vwretd   -0.228883
SMB       0.005113
HML       0.008399
dtype: float64, 11289: const    -0.001415
vwretd    1.227338
SMB      -0.007598
HML      -0.006035
dtype: float64, 11290: const     0.026064
vwretd    0.621406
SMB       0.011218
HML       0.014781
dtype: float64, 11291: const     0.003914
vwretd    0.713907
SMB       0.007657
HML       0.008960
dtype: float64, 11292: const     0.010079
vwretd    0.594299
SMB       0.015396
HML       0.000375
dtype: float64, 11293: const     0.002312
vwretd    0.546936
SMB       0.005472
HML       0.008611
dtype: float64, 11294: const    -0.008539
vwretd    1.498471
SMB       0.010704
HML       0.004629
dtype: float64, 11295: const     0.003519
vwretd    0.730105
SMB       0.007652
HML       0.001538
dtype: float64, 11296: const     0.012837
vwretd    0.793008
SMB       0.007435
HML      -0.001033
dtype: float64, 11297: const     0.018437
vwretd    0.553201
SMB      -0.005381
HML      -0.001590
dtype: float64, 11298: const    -0.132314
vwretd    1.400641
SMB       0.002583
HML       0.015350
dtype: float64, 11299: const     0.032214
vwretd    0.370615
SMB       0.009642
HML      -0.003557
dtype: float64, 11300: const     0.007455
vwretd    0.652390
SMB       0.002924
HML       0.006287
dtype: float64, 11302: const    -0.053655
vwretd    3.776175
SMB       0.052159
HML       0.022511
dtype: float64, 11303: const     0.016025
vwretd    0.209179
SMB       0.004311
HML       0.000152
dtype: float64, 11305: const    -0.014515
vwretd   -1.153870
SMB       0.002705
HML       0.032410
dtype: float64, 11306: const     0.008098
vwretd    0.076932
SMB       0.006997
HML       0.005653
dtype: float64, 11307: const     0.010161
vwretd    1.321968
SMB      -0.000866
HML      -0.006928
dtype: float64, 11308: const     0.007201
vwretd    0.640975
SMB      -0.002197
HML      -0.001994
dtype: float64, 11309: const    -0.078986
vwretd    0.754487
SMB       0.034298
HML       0.012151
dtype: float64, 11310: const     0.024974
vwretd    1.182781
SMB      -0.012174
HML       0.032698
dtype: float64, 11311: const    -0.177492
vwretd    7.252195
SMB      -0.019283
HML       0.106606
dtype: float64, 11312: const    -0.006655
vwretd    0.466136
SMB       0.006886
HML      -0.001898
dtype: float64, 11313: const     0.040278
vwretd   -0.678661
SMB       0.004782
HML      -0.001917
dtype: float64, 11314: const     0.012610
vwretd    0.392450
SMB       0.014056
HML      -0.003342
dtype: float64, 11315: const     0.004389
vwretd    1.476942
SMB       0.007398
HML       0.002154
dtype: float64, 11316: const     0.002006
vwretd    0.957337
SMB       0.011562
HML       0.013622
dtype: float64, 11317: const    -0.012720
vwretd    0.706517
SMB       0.036359
HML       0.009177
dtype: float64, 11318: const    -0.001080
vwretd    0.390406
SMB      -0.000563
HML       0.005335
dtype: float64, 11319: const    -0.128259
vwretd    2.274769
SMB       0.001410
HML       0.004127
dtype: float64, 11320: const     0.009862
vwretd    1.514198
SMB       0.004855
HML       0.035172
dtype: float64, 11321: const     0.013893
vwretd    2.131626
SMB       0.064434
HML       0.075716
dtype: float64, 11322: const     0.009986
vwretd    0.736050
SMB       0.004825
HML       0.009747
dtype: float64, 11323: const     0.007893
vwretd    0.501780
SMB       0.022235
HML       0.009137
dtype: float64, 11324: const    -0.003818
vwretd    1.574146
SMB       0.004329
HML       0.010694
dtype: float64, 11325: const    -0.035254
vwretd   -1.417083
SMB       0.034258
HML       0.046127
dtype: float64, 11326: const    -0.039832
vwretd    1.745506
SMB       0.033051
HML       0.026747
dtype: float64, 11327: const     0.013412
vwretd    1.519017
SMB       0.007225
HML       0.006099
dtype: float64, 11328: const     0.006371
vwretd    0.347890
SMB       0.020133
HML       0.013897
dtype: float64, 11329: const    -0.393107
vwretd    4.916479
SMB       0.137379
HML       0.040863
dtype: float64, 11330: const    -0.001217
vwretd    0.472674
SMB       0.015591
HML       0.014825
dtype: float64, 11331: const     0.002026
vwretd    1.362724
SMB       0.031836
HML       0.003062
dtype: float64, 11332: const     0.002529
vwretd    0.911551
SMB       0.015017
HML       0.006916
dtype: float64, 11333: const    -0.052937
vwretd    0.457686
SMB       0.013391
HML      -0.019082
dtype: float64, 11334: const    -0.007167
vwretd    1.185475
SMB       0.001857
HML       0.002067
dtype: float64, 11335: const    -0.003683
vwretd    1.666411
SMB       0.007885
HML       0.013873
dtype: float64, 11336: const    -0.003817
vwretd   -0.408372
SMB       0.038051
HML      -0.013809
dtype: float64, 11337: const    -0.033396
vwretd    1.095512
SMB      -0.069309
HML      -0.013913
dtype: float64, 11338: const    -0.007939
vwretd    0.770017
SMB       0.010615
HML      -0.003609
dtype: float64, 11339: const     0.010973
vwretd    1.780903
SMB       0.005346
HML      -0.010155
dtype: float64, 11340: const    -0.002519
vwretd    1.088281
SMB      -0.001123
HML       0.006744
dtype: float64, 11341: const     0.001111
vwretd    1.279837
SMB       0.014564
HML       0.007489
dtype: float64, 11342: const    -0.009730
vwretd    1.345001
SMB       0.009982
HML       0.001815
dtype: float64, 11343: const     0.010197
vwretd    0.581744
SMB       0.003188
HML       0.003695
dtype: float64, 11344: const     0.004023
vwretd    0.238514
SMB       0.020812
HML       0.001632
dtype: float64, 11345: const     0.009372
vwretd    1.024990
SMB       0.004016
HML      -0.009213
dtype: float64, 11346: const     0.028233
vwretd    1.193715
SMB       0.023070
HML      -0.016564
dtype: float64, 11347: const     0.003952
vwretd    2.201095
SMB       0.006136
HML      -0.009981
dtype: float64, 11348: const     0.008122
vwretd    0.463291
SMB       0.005891
HML       0.006048
dtype: float64, 11349: const     0.004809
vwretd   -0.088853
SMB       0.029815
HML      -0.013219
dtype: float64, 11350: const     0.002174
vwretd    0.923285
SMB       0.008701
HML      -0.000186
dtype: float64, 11351: const     -0.511431
vwretd    14.870952
SMB        0.033671
HML        0.228474
dtype: float64, 11352: const    -0.028860
vwretd    1.455126
SMB       0.030277
HML       0.008555
dtype: float64, 11353: const     0.004821
vwretd    0.780546
SMB       0.000630
HML      -0.000231
dtype: float64, 11354: const    -0.088757
vwretd    4.706121
SMB       0.059122
HML      -0.012710
dtype: float64, 11355: const    -0.045018
vwretd    0.927769
SMB       0.014903
HML       0.037232
dtype: float64, 11356: const     0.151681
vwretd    0.045823
SMB      -0.065810
HML      -0.014230
dtype: float64, 11357: const     0.064562
vwretd    1.401961
SMB       0.060995
HML       0.013927
dtype: float64, 11358: const    -0.000955
vwretd    0.170672
SMB       0.004381
HML       0.004173
dtype: float64, 11359: const     0.000598
vwretd    1.205218
SMB      -0.001471
HML       0.000216
dtype: float64, 11360: const    -0.159272
vwretd    0.756316
SMB       0.219998
HML      -0.001935
dtype: float64, 11361: const    -0.025692
vwretd    1.544204
SMB       0.000479
HML       0.005488
dtype: float64, 11362: const    -0.020695
vwretd    0.904560
SMB       0.006588
HML      -0.015045
dtype: float64, 11363: const    -0.010690
vwretd    1.231227
SMB      -0.007888
HML      -0.003707
dtype: float64, 11364: const     0.003923
vwretd    0.227287
SMB       0.008120
HML      -0.001694
dtype: float64, 11365: const    -0.013006
vwretd    2.116864
SMB       0.000475
HML      -0.008169
dtype: float64, 11366: const     0.027303
vwretd    1.475414
SMB       0.012140
HML      -0.000738
dtype: float64, 11367: const     0.003788
vwretd    1.211895
SMB       0.007215
HML      -0.004552
dtype: float64, 11368: const     0.012550
vwretd    0.779067
SMB       0.013722
HML       0.004443
dtype: float64, 11369: const     0.001535
vwretd    0.742314
SMB       0.004610
HML       0.010163
dtype: float64, 11370: const     0.004044
vwretd    1.313082
SMB       0.000839
HML      -0.000648
dtype: float64, 11371: const     0.018944
vwretd    0.646165
SMB      -0.001165
HML      -0.000708
dtype: float64, 11372: const    -0.006017
vwretd    1.317557
SMB       0.008214
HML      -0.002475
dtype: float64, 11373: const     0.016778
vwretd    0.470912
SMB       0.004276
HML       0.000980
dtype: float64, 11374: const    -0.044234
vwretd    0.013065
SMB       0.004576
HML       0.047337
dtype: float64, 11375: const     0.000777
vwretd    1.114971
SMB       0.005353
HML      -0.003544
dtype: float64, 11376: const    -0.000887
vwretd    0.787816
SMB       0.018047
HML       0.001453
dtype: float64, 11377: const     0.001692
vwretd    1.309143
SMB       0.002496
HML       0.011690
dtype: float64, 11378: const     0.000931
vwretd    0.745600
SMB       0.010790
HML       0.004727
dtype: float64, 11379: const     0.000319
vwretd    1.350878
SMB       0.011157
HML       0.015183
dtype: float64, 11380: const     0.008227
vwretd    0.740281
SMB       0.002094
HML      -0.018367
dtype: float64, 11381: const     0.020656
vwretd    2.375631
SMB       0.027068
HML      -0.036809
dtype: float64, 11382: const    -0.001061
vwretd    1.568190
SMB       0.010779
HML       0.013165
dtype: float64, 11383: const     0.231010
vwretd   -1.018724
SMB       0.081286
HML      -0.119429
dtype: float64, 11384: const    -0.021146
vwretd    1.385148
SMB       0.010962
HML       0.012167
dtype: float64, 11385: const     0.006062
vwretd    1.422096
SMB       0.028985
HML      -0.007029
dtype: float64, 11386: const    -0.061051
vwretd    2.342402
SMB       0.038053
HML       0.045789
dtype: float64, 11387: const    -0.089821
vwretd    4.103131
SMB       0.009514
HML       0.125783
dtype: float64, 11388: const    -0.011708
vwretd    1.440594
SMB       0.003622
HML      -0.001325
dtype: float64, 11389: const     0.005720
vwretd    0.425078
SMB       0.001804
HML       0.004392
dtype: float64, 11390: const    -0.011270
vwretd    0.345708
SMB       0.018205
HML       0.026071
dtype: float64, 11391: const     0.003376
vwretd    1.099798
SMB       0.009844
HML       0.000996
dtype: float64, 11392: const     0.0
vwretd    0.0
SMB       0.0
HML       0.0
dtype: float64, 11393: const     0.002265
vwretd    1.278656
SMB       0.014794
HML       0.004959
dtype: float64, 11394: const    -0.007809
vwretd    1.332773
SMB       0.007569
HML       0.002108
dtype: float64, 11395: const     0.516894
vwretd   -6.683517
SMB      -0.079332
HML      -0.054709
dtype: float64, 11396: const     0.013365
vwretd    0.004756
SMB       0.005101
HML       0.008853
dtype: float64, 11397: const     0.004065
vwretd    0.576521
SMB       0.004385
HML       0.008003
dtype: float64, 11398: const    -0.080634
vwretd    5.726610
SMB       0.021523
HML      -0.008501
dtype: float64, 11399: const     0.032891
vwretd    0.000069
SMB       0.003822
HML       0.001415
dtype: float64, 11400: const    -0.143638
vwretd    1.966943
SMB       0.062964
HML       0.059628
dtype: float64, 11401: const     0.003497
vwretd    1.378950
SMB       0.019555
HML      -0.016040
dtype: float64, 11402: const     0.023087
vwretd    1.124890
SMB      -0.007443
HML       0.011684
dtype: float64, 11403: const     0.007270
vwretd    1.417413
SMB       0.002082
HML      -0.005957
dtype: float64, 11404: const     0.003072
vwretd    0.625475
SMB      -0.002256
HML       0.003666
dtype: float64, 11405: const    -0.020727
vwretd    0.749620
SMB       0.004126
HML       0.003641
dtype: float64, 11406: const     0.004774
vwretd    0.746027
SMB       0.006757
HML       0.007436
dtype: float64, 11407: const    -0.004556
vwretd    1.236055
SMB       0.004111
HML      -0.001067
dtype: float64, 11408: const    -0.007993
vwretd   -0.165267
SMB       0.029789
HML      -0.001569
dtype: float64, 11409: const    -0.008182
vwretd    1.363039
SMB       0.012998
HML       0.007588
dtype: float64, 11411: const     0.020744
vwretd    0.638543
SMB       0.004075
HML      -0.002667
dtype: float64, 11412: const    -0.085342
vwretd    3.561588
SMB       0.063828
HML      -0.016649
dtype: float64, 11413: const     0.023700
vwretd    0.404047
SMB       0.020383
HML      -0.001083
dtype: float64, 11414: const     0.010147
vwretd   -0.124163
SMB       0.007879
HML      -0.002108
dtype: float64, 11415: const     0.021967
vwretd    0.680632
SMB       0.006824
HML       0.000327
dtype: float64, 11416: const     0.001788
vwretd    1.125713
SMB       0.009046
HML       0.009393
dtype: float64, 11417: const     0.008561
vwretd    0.400325
SMB       0.002251
HML       0.000943
dtype: float64, 11418: const     0.153727
vwretd   -0.804736
SMB      -0.060626
HML      -0.006172
dtype: float64, 11419: const    -0.149771
vwretd   -2.432666
SMB      -0.100978
HML      -0.068509
dtype: float64, 11420: const     0.012039
vwretd    1.037971
SMB       0.018714
HML       0.013561
dtype: float64, 11421: const     0.048128
vwretd   -0.848079
SMB       0.013714
HML      -0.003333
dtype: float64, 11422: const     0.012442
vwretd    0.908090
SMB       0.006919
HML      -0.014614
dtype: float64, 11423: const     0.009560
vwretd    0.208134
SMB       0.003663
HML       0.003347
dtype: float64, 11424: const     0.012940
vwretd    0.011555
SMB       0.015598
HML      -0.021751
dtype: float64, 11425: const     0.015789
vwretd    0.324718
SMB       0.006109
HML       0.006062
dtype: float64, 11426: const     0.021452
vwretd    1.125659
SMB       0.015746
HML      -0.001950
dtype: float64, 11427: const     0.043195
vwretd    0.828102
SMB      -0.013886
HML      -0.075929
dtype: float64, 11428: const    -0.082915
vwretd   -0.339543
SMB       0.047833
HML      -0.003673
dtype: float64, 11429: const     0.054619
vwretd    0.676333
SMB      -0.006890
HML      -0.012421
dtype: float64, 11430: const    -0.010581
vwretd    1.755125
SMB       0.023524
HML       0.041901
dtype: float64, 11431: const     0.061567
vwretd    0.220801
SMB       0.008987
HML      -0.012545
dtype: float64, 11432: const     0.139363
vwretd    0.704398
SMB      -0.002576
HML      -0.048294
dtype: float64, 11433: const    -0.047079
vwretd    0.068715
SMB      -0.003501
HML      -0.011815
dtype: float64, 11434: const      0.530755
vwretd   -10.222288
SMB       -0.021955
HML       -0.077393
dtype: float64, 11435: const    -0.396969
vwretd   -1.135302
SMB       0.073433
HML       0.089057
dtype: float64, 11436: const     0.012171
vwretd    1.409769
SMB       0.004303
HML       0.017989
dtype: float64, 11437: const    -0.016201
vwretd    0.181310
SMB       0.022929
HML       0.017022
dtype: float64, 11438: const     0.020798
vwretd   -0.396898
SMB       0.017473
HML      -0.007206
dtype: float64, 11439: const    -0.002249
vwretd    0.950471
SMB       0.010417
HML       0.010830
dtype: float64, 11441: const     0.003315
vwretd    0.856692
SMB       0.008280
HML       0.001677
dtype: float64, 11442: const     0.005299
vwretd    0.288683
SMB       0.005019
HML       0.009789
dtype: float64, 11443: const     0.052850
vwretd    2.355201
SMB       0.015868
HML       0.045006
dtype: float64, 11444: const    -0.049419
vwretd    2.280071
SMB       0.003832
HML       0.035065
dtype: float64, 11445: const    -0.056914
vwretd    1.344114
SMB      -0.004565
HML       0.012487
dtype: float64, 11446: const     0.002346
vwretd   -0.436477
SMB       0.007343
HML      -0.003865
dtype: float64, 11447: const     0.003017
vwretd    0.905775
SMB      -0.000746
HML      -0.000730
dtype: float64, 11448: const    -0.028621
vwretd    1.001189
SMB       0.016278
HML       0.008153
dtype: float64, 11449: const    -0.000636
vwretd    1.162153
SMB       0.004963
HML       0.009781
dtype: float64, 11450: const     0.008041
vwretd    0.957832
SMB       0.003651
HML       0.001842
dtype: float64, 11451: const    -0.029650
vwretd   -0.037941
SMB       0.025063
HML      -0.024230
dtype: float64, 11452: const    -0.003083
vwretd    1.553676
SMB       0.007849
HML       0.005014
dtype: float64, 11453: const    -0.001739
vwretd    1.269096
SMB       0.008859
HML      -0.016528
dtype: float64, 11454: const     0.225623
vwretd    0.772779
SMB      -0.019120
HML       0.000029
dtype: float64, 11455: const     0.000579
vwretd    1.269968
SMB      -0.002085
HML      -0.000210
dtype: float64, 11456: const     0.001560
vwretd    0.625953
SMB       0.024060
HML      -0.004994
dtype: float64, 11457: const    -0.047610
vwretd    1.354104
SMB       0.019808
HML      -0.012163
dtype: float64, 11458: const     0.004929
vwretd    0.252198
SMB       0.021477
HML       0.014151
dtype: float64, 11459: const    -0.015242
vwretd    0.798110
SMB       0.020243
HML      -0.002986
dtype: float64, 11460: const     0.014272
vwretd   -0.106560
SMB       0.020352
HML       0.013705
dtype: float64, 11461: const     0.010648
vwretd    0.173492
SMB       0.071655
HML       0.033111
dtype: float64, 11462: const     0.009689
vwretd    0.768856
SMB       0.012872
HML       0.012298
dtype: float64, 11463: const    -0.000258
vwretd    1.138910
SMB       0.011547
HML       0.004338
dtype: float64, 11464: const     -0.307376
vwretd    12.846221
SMB        0.443718
HML        0.208872
dtype: float64, 11465: const     0.002649
vwretd    1.067661
SMB       0.007899
HML       0.001050
dtype: float64, 11466: const     0.031681
vwretd   -0.222662
SMB       0.023576
HML      -0.002162
dtype: float64, 11467: const     0.013496
vwretd    0.439577
SMB       0.007346
HML       0.017037
dtype: float64, 11468: const     0.008911
vwretd    0.159493
SMB       0.010092
HML       0.004389
dtype: float64, 11469: const     0.016814
vwretd    0.416934
SMB      -0.001255
HML       0.011605
dtype: float64, 11470: const     0.021856
vwretd    0.375278
SMB       0.004198
HML       0.008398
dtype: float64, 11471: const     0.001588
vwretd    1.148636
SMB      -0.002580
HML       0.003370
dtype: float64, 11472: const    -0.000588
vwretd    1.249135
SMB       0.011412
HML       0.008124
dtype: float64, 11473: const     0.011359
vwretd   -0.215661
SMB       0.009862
HML      -0.010327
dtype: float64, 11475: const     0.008962
vwretd    1.831216
SMB       0.021118
HML      -0.002629
dtype: float64, 11476: const    -0.004648
vwretd    1.341533
SMB       0.003274
HML       0.015977
dtype: float64, 11477: const     0.065733
vwretd   -0.066860
SMB       0.034419
HML      -0.025589
dtype: float64, 11478: const     0.003565
vwretd    0.916925
SMB       0.008773
HML       0.008073
dtype: float64, 11479: const    -0.000014
vwretd    0.928348
SMB       0.006064
HML      -0.001146
dtype: float64, 11480: const    -0.010575
vwretd    0.825556
SMB       0.008850
HML      -0.003269
dtype: float64, 11481: const     0.004074
vwretd    1.901586
SMB       0.012786
HML      -0.002150
dtype: float64, 11482: const    -0.033930
vwretd    1.805943
SMB       0.025274
HML       0.034758
dtype: float64, 11483: const     0.000198
vwretd    1.216748
SMB       0.008870
HML       0.003901
dtype: float64, 11484: const    -0.006928
vwretd    1.574364
SMB       0.012912
HML       0.001983
dtype: float64, 11485: const     0.001520
vwretd    1.015466
SMB       0.001517
HML       0.003876
dtype: float64, 11486: const    -0.002175
vwretd    0.541432
SMB      -0.001211
HML       0.003308
dtype: float64, 11487: const     0.086291
vwretd   -1.331083
SMB      -0.002723
HML      -0.023824
dtype: float64, 11488: const     0.009681
vwretd    0.738320
SMB       0.001666
HML       0.001292
dtype: float64, 11489: const    -0.009756
vwretd    1.318825
SMB       0.007591
HML       0.005184
dtype: float64, 11490: const     0.034753
vwretd    0.828480
SMB       0.013041
HML       0.001014
dtype: float64, 11491: const    -0.268046
vwretd    5.428032
SMB       0.054366
HML       0.146670
dtype: float64, 11492: const     0.000310
vwretd    0.202715
SMB       0.014718
HML      -0.012160
dtype: float64, 11493: const     0.004015
vwretd    0.312912
SMB       0.001844
HML       0.004574
dtype: float64, 11494: const    -0.148908
vwretd    0.491362
SMB       0.038384
HML       0.011812
dtype: float64, 11495: const    -0.153396
vwretd    4.497279
SMB       0.026008
HML       0.065681
dtype: float64, 11496: const    -0.010072
vwretd    0.563700
SMB       0.006228
HML       0.003878
dtype: float64, 11497: const     0.009119
vwretd    1.192842
SMB       0.003549
HML       0.015441
dtype: float64, 11498: const     0.006920
vwretd    0.453481
SMB       0.002651
HML      -0.000532
dtype: float64, 11499: const     0.006933
vwretd    1.148588
SMB       0.013713
HML       0.004037
dtype: float64, 11500: const    -0.001661
vwretd    1.334434
SMB       0.006645
HML       0.001852
dtype: float64, 11501: const    -0.016075
vwretd    1.069494
SMB       0.017055
HML       0.017013
dtype: float64, 11502: const     0.010537
vwretd    1.497410
SMB       0.009278
HML       0.017992
dtype: float64, 11503: const    -0.121618
vwretd    4.305854
SMB       0.023589
HML       0.038391
dtype: float64, 11504: const     0.004958
vwretd    0.553344
SMB      -0.010609
HML       0.019591
dtype: float64, 11505: const    -0.026856
vwretd    1.713341
SMB      -0.001086
HML       0.005224
dtype: float64, 11506: const     0.010066
vwretd    0.396261
SMB       0.001721
HML       0.005158
dtype: float64, 11507: const     0.020555
vwretd    1.317826
SMB       0.007749
HML       0.015931
dtype: float64, 11508: const     0.009451
vwretd    1.402884
SMB       0.023271
HML      -0.002098
dtype: float64, 11509: const     0.012423
vwretd    0.275878
SMB       0.001458
HML       0.000687
dtype: float64, 11510: const     0.006014
vwretd    1.114681
SMB       0.008048
HML       0.009814
dtype: float64, 11511: const     0.012363
vwretd    1.031088
SMB       0.029394
HML       0.005198
dtype: float64, 11512: const     0.024444
vwretd   -0.281220
SMB       0.002868
HML      -0.001047
dtype: float64, 11513: const     0.001491
vwretd    0.526355
SMB       0.005761
HML       0.005277
dtype: float64, 11514: const    -0.013876
vwretd    2.702822
SMB      -0.009667
HML      -0.007410
dtype: float64, 11515: const     0.006000
vwretd    0.683844
SMB       0.002153
HML       0.002769
dtype: float64, 11516: const    -0.089983
vwretd    2.553592
SMB       0.036124
HML       0.052055
dtype: float64, 11517: const     0.059321
vwretd   -0.187767
SMB       0.057158
HML      -0.054877
dtype: float64, 11518: const    -0.001360
vwretd    0.437882
SMB      -0.009377
HML       0.006155
dtype: float64, 11519: const     0.011442
vwretd    0.496990
SMB       0.006841
HML      -0.002965
dtype: float64, 11520: const    -0.022486
vwretd    1.116105
SMB       0.017882
HML      -0.008749
dtype: float64, 11521: const    -0.039473
vwretd    1.709776
SMB       0.006734
HML       0.013472
dtype: float64, 11522: const     0.013795
vwretd    1.658251
SMB      -0.003337
HML       0.002119
dtype: float64, 11523: const     0.040090
vwretd   -0.757891
SMB       0.036657
HML      -0.011222
dtype: float64, 11524: const    -0.112042
vwretd    1.242108
SMB       0.024488
HML       0.062238
dtype: float64, 11525: const     0.007371
vwretd    0.616587
SMB       0.008864
HML       0.000139
dtype: float64, 11526: const    -0.021046
vwretd    1.981084
SMB       0.058077
HML       0.029358
dtype: float64, 11527: const    -0.003926
vwretd    1.437571
SMB      -0.000954
HML       0.006227
dtype: float64, 11528: const    -0.086012
vwretd    1.293600
SMB       0.001511
HML       0.014878
dtype: float64, 11529: const    -0.029205
vwretd    1.131197
SMB      -0.003029
HML       0.038224
dtype: float64, 11530: const    -0.033959
vwretd    2.976826
SMB      -0.012291
HML       0.007313
dtype: float64, 11531: const     0.010336
vwretd    1.487756
SMB       0.012687
HML      -0.003522
dtype: float64, 11532: const    -0.006068
vwretd    2.683501
SMB       0.025943
HML      -0.006667
dtype: float64, 11533: const     0.011807
vwretd    1.081167
SMB       0.005123
HML       0.001613
dtype: float64, 11534: const    -0.002440
vwretd    0.602662
SMB       0.008125
HML       0.000936
dtype: float64, 11535: const    -0.011739
vwretd    1.288643
SMB       0.008852
HML       0.014800
dtype: float64, 11536: const     0.015712
vwretd    0.225482
SMB       0.017244
HML      -0.000344
dtype: float64, 11537: const    -0.139780
vwretd    7.749501
SMB       0.004361
HML       0.091215
dtype: float64, 11538: const    -0.024549
vwretd   -0.593971
SMB       0.046401
HML       0.007763
dtype: float64, 11539: const     0.008762
vwretd    0.617935
SMB       0.011575
HML       0.013352
dtype: float64, 11541: const     0.013400
vwretd    1.451306
SMB       0.019675
HML       0.005219
dtype: float64, 11542: const    -0.081168
vwretd    2.701953
SMB      -0.001329
HML       0.031614
dtype: float64, 11543: const    -0.001582
vwretd    0.836541
SMB       0.006652
HML       0.001431
dtype: float64, 11544: const     0.005224
vwretd    0.285530
SMB       0.008894
HML       0.005069
dtype: float64, 11545: const     0.009671
vwretd    0.813286
SMB       0.017632
HML       0.005455
dtype: float64, 11546: const     0.305123
vwretd   -7.266512
SMB      -0.037274
HML      -0.165465
dtype: float64, 11547: const     0.007153
vwretd    1.020759
SMB       0.006945
HML       0.001047
dtype: float64, 11548: const    -0.191185
vwretd    7.367870
SMB       0.044299
HML       0.136918
dtype: float64, 11549: const    -0.042633
vwretd    1.421907
SMB       0.024848
HML       0.011406
dtype: float64, 11550: const     0.006207
vwretd    0.342421
SMB       0.002278
HML       0.009686
dtype: float64, 11551: const    -0.032235
vwretd    1.114797
SMB       0.027087
HML       0.012357
dtype: float64, 11552: const     0.019879
vwretd    0.823832
SMB       0.016313
HML      -0.011282
dtype: float64, 11553: const    -0.007987
vwretd    0.634935
SMB      -0.002782
HML       0.001672
dtype: float64, 11554: const    -0.001317
vwretd    1.235878
SMB       0.019093
HML      -0.009488
dtype: float64, 11555: const    -0.264579
vwretd   -0.015996
SMB       0.155105
HML       0.082767
dtype: float64, 11556: const    -0.007683
vwretd    1.438758
SMB       0.015055
HML      -0.005743
dtype: float64, 11557: const    -0.036523
vwretd   -2.478306
SMB       0.001857
HML      -0.040953
dtype: float64, 11558: const     0.011167
vwretd    0.887982
SMB       0.001481
HML       0.009024
dtype: float64, 11559: const    -0.007142
vwretd   -0.157408
SMB       0.019304
HML       0.007181
dtype: float64, 11560: const     0.004846
vwretd    0.603496
SMB       0.020443
HML      -0.005647
dtype: float64, 11561: const     0.037953
vwretd   -0.290385
SMB       0.030569
HML       0.002484
dtype: float64, 11562: const    -0.012204
vwretd    0.954974
SMB       0.022695
HML       0.003135
dtype: float64, 11563: const     0.021819
vwretd   -1.216683
SMB       0.042001
HML      -0.022027
dtype: float64, 11565: const     0.006146
vwretd    0.586278
SMB       0.008338
HML       0.006803
dtype: float64, 11566: const     0.017172
vwretd    0.231985
SMB       0.003723
HML       0.011871
dtype: float64, 11567: const     -0.242889
vwretd    12.424724
SMB        0.040746
HML        0.176490
dtype: float64, 11568: const     0.013666
vwretd   -0.005310
SMB       0.002476
HML       0.000681
dtype: float64, 11569: const      0.156044
vwretd   -11.625272
SMB       -0.033566
HML       -0.046483
dtype: float64, 11570: const    -0.010318
vwretd    0.008875
SMB      -0.011768
HML      -0.027657
dtype: float64, 11571: const    -0.004702
vwretd    0.499402
SMB       0.012325
HML       0.005545
dtype: float64, 11572: const    -0.058434
vwretd   -0.745085
SMB       0.011045
HML       0.047720
dtype: float64, 11573: const     0.046067
vwretd    0.995214
SMB       0.050817
HML       0.033407
dtype: float64, 11574: const    -0.002632
vwretd    1.648236
SMB       0.007382
HML       0.016591
dtype: float64, 11575: const     0.008066
vwretd   -0.101133
SMB       0.020073
HML       0.000472
dtype: float64, 11576: const     0.308693
vwretd   -7.055279
SMB      -0.020049
HML      -0.148520
dtype: float64, 11577: const     0.028648
vwretd   -4.418040
SMB      -0.017094
HML      -0.071176
dtype: float64, 11578: const    -0.062129
vwretd    0.620079
SMB      -0.036607
HML       0.016842
dtype: float64, 11579: const    -0.044421
vwretd    1.028895
SMB       0.004528
HML       0.004263
dtype: float64, 11580: const    -0.025542
vwretd   -0.393759
SMB      -0.026212
HML      -0.048482
dtype: float64, 11581: const     0.002312
vwretd    1.276780
SMB       0.005518
HML       0.003619
dtype: float64, 11582: const    -0.042578
vwretd    1.094077
SMB       0.023410
HML      -0.034407
dtype: float64, 11583: const     0.063252
vwretd   -0.468966
SMB      -0.027698
HML      -0.051401
dtype: float64, 11584: const    -0.002533
vwretd    2.902745
SMB       0.029700
HML       0.031223
dtype: float64, 11585: const     0.092340
vwretd    0.279244
SMB       0.008382
HML      -0.028237
dtype: float64, 11586: const     0.020315
vwretd    0.528687
SMB       0.014319
HML      -0.006338
dtype: float64, 11587: const     0.009718
vwretd    0.537527
SMB       0.003571
HML       0.000257
dtype: float64, 11588: const     0.002988
vwretd    0.279499
SMB       0.008550
HML       0.012154
dtype: float64, 11589: const     0.020878
vwretd    0.082406
SMB       0.009029
HML       0.008923
dtype: float64, 11590: const     0.037655
vwretd   -0.251132
SMB       0.034673
HML       0.007287
dtype: float64, 11591: const     0.015974
vwretd    1.428529
SMB       0.011347
HML       0.000284
dtype: float64, 11592: const     0.006747
vwretd    1.782676
SMB       0.022280
HML      -0.024758
dtype: float64, 11593: const     0.011028
vwretd    0.218261
SMB       0.005863
HML       0.003735
dtype: float64, 11594: const     0.017538
vwretd    0.118225
SMB      -0.002511
HML       0.000779
dtype: float64, 11595: const     0.011684
vwretd   -0.038671
SMB       0.017099
HML       0.011172
dtype: float64, 11596: const    -0.003203
vwretd    1.245254
SMB       0.036783
HML       0.003602
dtype: float64, 11597: const    -0.077567
vwretd    3.196687
SMB       0.001017
HML       0.010100
dtype: float64, 11598: const    -0.000173
vwretd    1.194218
SMB       0.000199
HML       0.009810
dtype: float64, 11599: const     0.013196
vwretd    0.928026
SMB       0.006944
HML       0.008268
dtype: float64, 11600: const     0.005399
vwretd    0.758769
SMB       0.001712
HML       0.003644
dtype: float64, 11601: const    -0.001399
vwretd    1.390302
SMB       0.015962
HML      -0.007627
dtype: float64, 11602: const    -0.031568
vwretd    1.138367
SMB       0.002123
HML       0.020173
dtype: float64, 11603: const    -0.009786
vwretd   -0.095203
SMB       0.033687
HML       0.022468
dtype: float64, 11604: const     0.026254
vwretd   -2.274602
SMB       0.010140
HML      -0.014936
dtype: float64, 11605: const    -0.219958
vwretd    4.470141
SMB       0.050462
HML       0.081182
dtype: float64, 11606: const     0.009517
vwretd    0.316252
SMB       0.026268
HML       0.004674
dtype: float64, 11607: const     0.002207
vwretd    1.003831
SMB       0.005867
HML       0.000753
dtype: float64, 11608: const     0.050689
vwretd    0.326792
SMB       0.001759
HML      -0.082745
dtype: float64, 11609: const    -0.016168
vwretd    3.424151
SMB       0.005577
HML       0.066937
dtype: float64, 11610: const    -0.003407
vwretd    0.451941
SMB       0.006248
HML       0.005343
dtype: float64, 11611: const    -0.073875
vwretd   -0.878834
SMB      -0.013501
HML       0.005694
dtype: float64, 11612: const    -0.005299
vwretd    0.036550
SMB       0.005485
HML      -0.009954
dtype: float64, 11613: const    -0.091436
vwretd    0.770253
SMB       0.005845
HML       0.019186
dtype: float64, 11614: const    -0.007783
vwretd    1.037656
SMB       0.011761
HML       0.001232
dtype: float64, 11616: const    -0.058888
vwretd    5.111801
SMB      -0.059932
HML       0.061006
dtype: float64, 11617: const    -0.028026
vwretd    1.014318
SMB       0.016023
HML       0.023986
dtype: float64, 11618: const     0.011437
vwretd    0.989076
SMB       0.002840
HML       0.002929
dtype: float64, 11619: const     0.011593
vwretd    1.140921
SMB      -0.000675
HML       0.020767
dtype: float64, 11620: const     -0.170300
vwretd    11.248180
SMB       -0.000053
HML        0.151979
dtype: float64, 11621: const    -0.026090
vwretd   -0.795712
SMB      -0.000604
HML       0.017586
dtype: float64, 11622: const    -0.000367
vwretd    0.510872
SMB       0.001008
HML       0.004537
dtype: float64, 11623: const    -0.007128
vwretd    1.739524
SMB       0.008572
HML       0.006472
dtype: float64, 11624: const     0.001116
vwretd    1.243107
SMB       0.019529
HML       0.008676
dtype: float64, 11625: const     0.000391
vwretd    0.424570
SMB       0.010525
HML       0.008416
dtype: float64, 11626: const    -0.008246
vwretd    2.493344
SMB       0.010705
HML       0.003956
dtype: float64, 11627: const     0.012689
vwretd    0.322975
SMB       0.009981
HML       0.016481
dtype: float64, 11628: const    -0.003685
vwretd    0.769243
SMB       0.005789
HML       0.012245
dtype: float64, 11629: const    -0.213917
vwretd    2.630030
SMB       0.146558
HML       0.144619
dtype: float64, 11630: const    -0.016017
vwretd    1.908185
SMB       0.008816
HML       0.003032
dtype: float64, 11631: const     0.001292
vwretd    0.795610
SMB       0.004923
HML       0.002882
dtype: float64, 11632: const    -0.084516
vwretd    1.465450
SMB      -0.012852
HML       0.005063
dtype: float64, 11633: const    -0.105525
vwretd    1.319237
SMB       0.006431
HML       0.040127
dtype: float64, 11634: const     0.002833
vwretd    0.837070
SMB       0.000532
HML       0.009911
dtype: float64, 11635: const    -0.000891
vwretd    0.133862
SMB       0.015641
HML       0.006560
dtype: float64, 11636: const    -0.007484
vwretd    1.089152
SMB       0.008505
HML      -0.004906
dtype: float64, 11637: const     0.048235
vwretd    1.514164
SMB       0.148350
HML       0.053985
dtype: float64, 11638: const     0.009212
vwretd    0.527838
SMB       0.009662
HML       0.006765
dtype: float64, 11639: const    -0.029528
vwretd    0.958067
SMB      -0.005373
HML      -0.031773
dtype: float64, 11640: const    -0.056057
vwretd    2.443476
SMB      -0.003000
HML       0.031725
dtype: float64, 11641: const     0.007468
vwretd    1.010722
SMB       0.012003
HML       0.005239
dtype: float64, 11642: const     0.040568
vwretd   -1.212135
SMB       0.002634
HML      -0.005116
dtype: float64, 11643: const    -0.004643
vwretd    1.365271
SMB       0.004230
HML       0.004835
dtype: float64, 11644: const     0.006710
vwretd    0.791515
SMB       0.010802
HML       0.014758
dtype: float64, 11645: const    -0.143324
vwretd    4.198846
SMB       0.022887
HML       0.074732
dtype: float64, 11646: const     0.008878
vwretd   -0.248682
SMB       0.009323
HML       0.002931
dtype: float64, 11647: const     0.003105
vwretd    0.226899
SMB      -0.000987
HML       0.002887
dtype: float64, 11648: const    -0.013043
vwretd    1.839393
SMB      -0.005166
HML      -0.001128
dtype: float64, 11649: const    -0.077949
vwretd    1.720884
SMB       0.076781
HML       0.062745
dtype: float64, 11650: const     0.085903
vwretd    1.513829
SMB       0.004284
HML      -0.026565
dtype: float64, 11651: const     0.006905
vwretd    0.199288
SMB       0.009347
HML      -0.019782
dtype: float64, 11652: const     0.009637
vwretd    0.205213
SMB       0.001524
HML       0.003837
dtype: float64, 11653: const     0.030135
vwretd    1.738625
SMB       0.022819
HML      -0.021836
dtype: float64, 11654: const     0.006556
vwretd    0.468901
SMB       0.004980
HML      -0.001597
dtype: float64, 11655: const     0.012767
vwretd    0.705357
SMB       0.008778
HML       0.000546
dtype: float64, 11656: const     0.021749
vwretd    0.490334
SMB       0.013618
HML      -0.003280
dtype: float64, 11657: const    -0.157324
vwretd    3.904269
SMB      -0.010169
HML       0.059690
dtype: float64, 11658: const     0.000920
vwretd    0.941467
SMB       0.002979
HML       0.005078
dtype: float64, 11659: const    -0.014488
vwretd    0.207444
SMB       0.011197
HML      -0.004363
dtype: float64, 11660: const     0.002372
vwretd    0.470080
SMB       0.002643
HML       0.000158
dtype: float64, 11661: const     0.004262
vwretd    1.203326
SMB       0.009040
HML       0.012836
dtype: float64, 11662: const    -0.018275
vwretd    1.688474
SMB       0.017170
HML       0.017799
dtype: float64, 11663: const    -0.001356
vwretd    0.541710
SMB       0.006659
HML       0.005124
dtype: float64, 11664: const    -0.008710
vwretd    0.935674
SMB       0.005926
HML      -0.004866
dtype: float64, 11665: const     0.000353
vwretd    1.127967
SMB       0.009267
HML       0.004058
dtype: float64, 11666: const    -0.012343
vwretd    1.128637
SMB       0.004574
HML       0.016311
dtype: float64, 11668: const     0.059892
vwretd    0.992226
SMB       0.021348
HML      -0.001671
dtype: float64, 11669: const     0.020317
vwretd    1.666628
SMB       0.002111
HML      -0.019759
dtype: float64, 11670: const     0.014321
vwretd    0.521289
SMB      -0.000037
HML       0.010015
dtype: float64, 11671: const     0.029354
vwretd    1.362086
SMB      -0.004035
HML      -0.013481
dtype: float64, 11672: const    -0.219360
vwretd    5.683350
SMB       0.160168
HML       0.176927
dtype: float64, 11673: const     0.047773
vwretd    2.725122
SMB       0.050600
HML       0.008237
dtype: float64, 11674: const     0.003659
vwretd    0.507526
SMB      -0.000849
HML       0.002219
dtype: float64, 11675: const    -0.005000
vwretd    1.902096
SMB       0.002619
HML       0.010110
dtype: float64, 11676: const    -0.002167
vwretd   -0.418133
SMB       0.011625
HML      -0.008943
dtype: float64, 11677: const    -0.018461
vwretd   -0.010298
SMB       0.017381
HML       0.014602
dtype: float64, 11678: const     0.018599
vwretd    2.013644
SMB       0.012313
HML      -0.006512
dtype: float64, 11679: const     0.011089
vwretd   -0.393359
SMB      -0.015625
HML       0.010740
dtype: float64, 11680: const    -0.036113
vwretd    0.590349
SMB      -0.010820
HML       0.014697
dtype: float64, 11681: const    -0.009604
vwretd    0.518888
SMB       0.005563
HML       0.007509
dtype: float64, 11682: const    -0.072068
vwretd    2.711674
SMB       0.013119
HML      -0.003964
dtype: float64, 11683: const    -0.006289
vwretd    0.829109
SMB      -0.002239
HML       0.005726
dtype: float64, 11684: const    -0.007280
vwretd    1.670205
SMB      -0.007218
HML       0.005888
dtype: float64, 11685: const     0.146309
vwretd   -3.194050
SMB      -0.042767
HML      -0.065052
dtype: float64, 11686: const    -0.016112
vwretd    1.965050
SMB       0.006399
HML      -0.011852
dtype: float64, 11687: const     0.006857
vwretd   -0.159750
SMB       0.002675
HML       0.000797
dtype: float64, 11688: const     0.002581
vwretd   -0.288298
SMB       0.028422
HML      -0.001703
dtype: float64, 11689: const     0.026044
vwretd    1.204207
SMB       0.014158
HML      -0.007383
dtype: float64, 11690: const     0.009611
vwretd    0.552412
SMB       0.003082
HML      -0.001758
dtype: float64, 11691: const     0.003052
vwretd    0.879927
SMB       0.005132
HML       0.005394
dtype: float64, 11692: const     0.062167
vwretd    1.189766
SMB       0.063114
HML       0.002313
dtype: float64, 11693: const    -0.205069
vwretd    5.335042
SMB       0.004369
HML       0.081858
dtype: float64, 11694: const    -0.008571
vwretd    1.441888
SMB       0.010365
HML       0.012680
dtype: float64, 11695: const    -0.016193
vwretd   -0.631319
SMB      -0.013008
HML      -0.002948
dtype: float64, 11696: const    -0.037173
vwretd    1.106124
SMB      -0.022124
HML      -0.009403
dtype: float64, 11697: const    -0.022794
vwretd    0.730128
SMB       0.022697
HML       0.009706
dtype: float64, 11698: const    -0.006177
vwretd    0.191340
SMB      -0.000228
HML       0.000689
dtype: float64, 11699: const    -0.033744
vwretd    0.454981
SMB       0.024133
HML      -0.002436
dtype: float64, 11700: const     0.000983
vwretd    0.052459
SMB      -0.001199
HML       0.006907
dtype: float64, 11701: const     0.006623
vwretd    0.553471
SMB       0.007014
HML       0.004024
dtype: float64, 11702: const    -0.004752
vwretd    0.517966
SMB       0.006634
HML       0.005315
dtype: float64, 11703: const     0.001648
vwretd    1.067079
SMB      -0.002955
HML       0.000648
dtype: float64, 11704: const    -0.000890
vwretd    0.238417
SMB       0.000016
HML       0.002030
dtype: float64, 11705: const     0.010236
vwretd    0.331760
SMB       0.002538
HML       0.004963
dtype: float64, 11706: const     0.025090
vwretd    0.167523
SMB       0.000416
HML      -0.010459
dtype: float64, 11707: const     0.003856
vwretd    1.213036
SMB       0.006259
HML       0.006604
dtype: float64, 11708: const     0.014534
vwretd    2.702276
SMB       0.059045
HML      -0.016446
dtype: float64, 11709: const    -0.177670
vwretd    5.633340
SMB       0.054070
HML       0.100085
dtype: float64, 11710: const    -0.029234
vwretd    0.974444
SMB       0.016784
HML       0.023148
dtype: float64, 11711: const     0.000616
vwretd    0.063561
SMB       0.018425
HML       0.016366
dtype: float64, 11712: const    -0.202848
vwretd    3.313410
SMB       0.015038
HML       0.008409
dtype: float64, 11713: const    -0.009168
vwretd    0.942557
SMB       0.001655
HML       0.005587
dtype: float64, 11714: const     0.028560
vwretd   -0.619479
SMB       0.013991
HML       0.055713
dtype: float64, 11715: const    -0.389360
vwretd    9.977295
SMB       0.121913
HML       0.290281
dtype: float64, 11716: const     0.004369
vwretd    0.334207
SMB       0.008514
HML       0.007732
dtype: float64, 11717: const    -0.021830
vwretd   -1.975302
SMB      -0.030042
HML      -0.074472
dtype: float64, 11718: const     0.024311
vwretd   -0.864691
SMB      -0.000602
HML       0.013890
dtype: float64, 11719: const     0.135082
vwretd   -4.259994
SMB      -0.041837
HML      -0.054388
dtype: float64, 11720: const     0.013226
vwretd    0.320060
SMB       0.006753
HML       0.007305
dtype: float64, 11721: const     0.002372
vwretd   -1.813026
SMB       0.005834
HML       0.004645
dtype: float64, 11723: const     0.007884
vwretd    1.648688
SMB       0.012641
HML       0.004038
dtype: float64, 11724: const     0.081840
vwretd    0.936515
SMB       0.097963
HML      -0.026721
dtype: float64, 11725: const     0.000997
vwretd    0.432030
SMB       0.022537
HML       0.007021
dtype: float64, 11726: const    -0.012790
vwretd    0.230848
SMB       0.006460
HML       0.002589
dtype: float64, 11727: const    -0.013513
vwretd    0.936520
SMB       0.020763
HML       0.005891
dtype: float64, 11728: const     0.003256
vwretd    1.332204
SMB      -0.000032
HML       0.007041
dtype: float64, 11729: const    -0.009746
vwretd   -0.392273
SMB       0.018468
HML       0.009715
dtype: float64, 11730: const    -0.048345
vwretd    1.131702
SMB       0.010000
HML       0.026810
dtype: float64, 11731: const    -0.001257
vwretd    1.207019
SMB       0.006688
HML       0.006538
dtype: float64, 11732: const     0.023907
vwretd    0.166510
SMB      -0.009716
HML      -0.010657
dtype: float64, 11733: const    -0.111684
vwretd   -0.004383
SMB       0.043275
HML       0.040992
dtype: float64, 11735: const     0.030609
vwretd   -0.915913
SMB      -0.017411
HML      -0.059715
dtype: float64, 11736: const     0.065899
vwretd    1.016958
SMB       0.010054
HML      -0.039642
dtype: float64, 11737: const    -0.052505
vwretd    2.142387
SMB       0.012415
HML      -0.004192
dtype: float64, 11738: const    -0.008164
vwretd   -0.551538
SMB       0.007314
HML      -0.022276
dtype: float64, 11739: const     0.000479
vwretd    1.355099
SMB       0.026725
HML       0.030560
dtype: float64, 11740: const    -0.015104
vwretd    3.031385
SMB       0.001070
HML       0.013564
dtype: float64, 11741: const    -0.113851
vwretd    6.669845
SMB       0.127331
HML       0.107163
dtype: float64, 11742: const     0.011398
vwretd    0.497473
SMB       0.003151
HML       0.011667
dtype: float64, 11743: const     0.007924
vwretd    0.735411
SMB       0.009248
HML       0.003491
dtype: float64, 11744: const    -0.004062
vwretd    1.340702
SMB       0.015229
HML      -0.010321
dtype: float64, 11745: const     0.013363
vwretd    0.572331
SMB       0.008836
HML       0.007440
dtype: float64, 11746: const     0.002651
vwretd    0.697774
SMB       0.001754
HML       0.002515
dtype: float64, 11747: const    -0.016210
vwretd    1.826013
SMB       0.035451
HML       0.037078
dtype: float64, 11748: const     0.007637
vwretd    0.233308
SMB      -0.001572
HML       0.004452
dtype: float64, 11749: const    -0.028963
vwretd    1.045744
SMB       0.006443
HML       0.010509
dtype: float64, 11750: const     0.006516
vwretd    0.306994
SMB       0.002144
HML       0.007272
dtype: float64, 11751: const     -0.623747
vwretd    35.347369
SMB        0.406789
HML        0.688264
dtype: float64, 11752: const     0.008844
vwretd    1.105489
SMB       0.013314
HML      -0.000197
dtype: float64, 11753: const     -0.667967
vwretd    14.260483
SMB        0.258180
HML        0.482334
dtype: float64, 11754: const    -0.000194
vwretd    0.886250
SMB      -0.001680
HML      -0.001336
dtype: float64, 11755: const    -0.012044
vwretd    0.559217
SMB       0.005986
HML      -0.015444
dtype: float64, 11757: const     0.013587
vwretd    0.766248
SMB       0.003696
HML      -0.002594
dtype: float64, 11758: const    -0.040479
vwretd    2.000344
SMB      -0.029779
HML       0.020243
dtype: float64, 11759: const     0.166097
vwretd   -6.707108
SMB      -0.057833
HML      -0.036227
dtype: float64, 11760: const    -0.008068
vwretd    1.490590
SMB       0.005412
HML       0.002486
dtype: float64, 11761: const     0.010960
vwretd    1.047128
SMB       0.005260
HML      -0.004088
dtype: float64, 11762: const     0.001086
vwretd    1.259577
SMB       0.002548
HML       0.003287
dtype: float64, 11763: const     0.000566
vwretd    1.273127
SMB       0.015745
HML      -0.001528
dtype: float64, 11764: const     0.000421
vwretd    1.382119
SMB       0.011284
HML       0.015281
dtype: float64, 11765: const     0.016104
vwretd   -0.153755
SMB       0.000479
HML      -0.000079
dtype: float64, 11766: const    -0.106863
vwretd    2.684815
SMB       0.085013
HML       0.077122
dtype: float64, 11767: const    -0.056352
vwretd    2.667040
SMB       0.020684
HML       0.021415
dtype: float64, 11768: const     0.457673
vwretd   -3.152702
SMB      -0.057496
HML      -0.297026
dtype: float64, 11769: const    -0.003428
vwretd    1.972153
SMB       0.026556
HML      -0.007429
dtype: float64, 11770: const     0.000351
vwretd    1.493455
SMB       0.002213
HML      -0.002824
dtype: float64, 11771: const    -0.087737
vwretd    2.761784
SMB      -0.017238
HML       0.025343
dtype: float64, 11773: const    -0.010263
vwretd    1.370829
SMB       0.012007
HML       0.000952
dtype: float64, 11774: const    -0.025044
vwretd    1.511953
SMB       0.020694
HML       0.039782
dtype: float64, 11775: const     0.001268
vwretd    0.782187
SMB       0.005729
HML       0.004888
dtype: float64, 11776: const     0.020192
vwretd    0.707679
SMB       0.012109
HML       0.010962
dtype: float64, 11777: const     0.029201
vwretd   -1.263412
SMB      -0.015026
HML      -0.019811
dtype: float64, 11778: const     0.013554
vwretd   -0.425809
SMB       0.054108
HML      -0.011492
dtype: float64, 11779: const     0.007720
vwretd    1.450662
SMB       0.007867
HML       0.010610
dtype: float64, 11781: const    -0.008959
vwretd    1.586530
SMB       0.005248
HML      -0.002448
dtype: float64, 11782: const    -0.010673
vwretd    3.335918
SMB       0.067337
HML       0.038249
dtype: float64, 11783: const     0.019206
vwretd   -0.007188
SMB      -0.000445
HML      -0.002679
dtype: float64, 11784: const    -0.005164
vwretd    0.524783
SMB       0.010774
HML       0.004384
dtype: float64, 11785: const     0.003545
vwretd    1.139380
SMB      -0.002652
HML      -0.000392
dtype: float64, 11786: const     0.007468
vwretd    1.355282
SMB       0.008301
HML       0.003123
dtype: float64, 11788: const     0.037734
vwretd    0.523896
SMB       0.067311
HML       0.013923
dtype: float64, 11789: const     0.005025
vwretd    1.742025
SMB       0.001078
HML       0.010792
dtype: float64, 11790: const    -0.000787
vwretd    0.685412
SMB       0.007327
HML       0.005356
dtype: float64, 11791: const     0.019703
vwretd    1.930824
SMB       0.035811
HML       0.069916
dtype: float64, 11792: const    -0.060414
vwretd    0.793709
SMB      -0.002640
HML       0.023798
dtype: float64, 11793: const    -0.046050
vwretd    0.566025
SMB      -0.043842
HML       0.033398
dtype: float64, 11794: const     0.014577
vwretd    0.848490
SMB       0.021713
HML       0.017886
dtype: float64, 11795: const     0.068379
vwretd   -0.920041
SMB       0.015166
HML       0.034417
dtype: float64, 11796: const    -0.007420
vwretd    1.129060
SMB       0.009503
HML       0.015799
dtype: float64, 11797: const     0.001221
vwretd    0.276313
SMB       0.030861
HML       0.033223
dtype: float64, 11798: const    -0.077877
vwretd   -0.732151
SMB       0.028873
HML      -0.017636
dtype: float64, 11799: const    -0.000648
vwretd   -0.012198
SMB       0.001248
HML      -0.002592
dtype: float64, 11800: const    -0.140104
vwretd    2.549793
SMB       0.023093
HML      -0.039084
dtype: float64, 11801: const    -0.007966
vwretd    1.213497
SMB       0.007383
HML       0.010417
dtype: float64, 11802: const     0.019644
vwretd    0.735517
SMB       0.030667
HML       0.002099
dtype: float64, 11803: const     0.021467
vwretd    0.933362
SMB       0.014777
HML      -0.010944
dtype: float64, 11804: const    -0.327553
vwretd    8.706224
SMB       0.078870
HML       0.171810
dtype: float64, 11805: const     0.001877
vwretd    1.005561
SMB       0.007275
HML       0.010017
dtype: float64, 11806: const    -0.150782
vwretd    1.428455
SMB       0.033523
HML       0.034904
dtype: float64, 11807: const    -0.018980
vwretd   -0.275866
SMB       0.001664
HML      -0.021524
dtype: float64, 11808: const     0.006405
vwretd    0.904272
SMB       0.007793
HML       0.011183
dtype: float64, 11809: const     0.013722
vwretd    0.505385
SMB       0.008464
HML       0.004913
dtype: float64, 11810: const    -0.029399
vwretd    2.735449
SMB       0.036232
HML       0.051935
dtype: float64, 11811: const     0.004072
vwretd    0.230653
SMB       0.024418
HML       0.013481
dtype: float64, 11812: const    -0.208931
vwretd    6.533409
SMB       0.082229
HML       0.081994
dtype: float64, 11813: const    -0.003141
vwretd   -0.083185
SMB       0.003099
HML       0.013777
dtype: float64, 11814: const    -0.010494
vwretd    0.965051
SMB      -0.003887
HML       0.001517
dtype: float64, 11815: const     0.069305
vwretd   -1.153430
SMB       0.002895
HML      -0.019715
dtype: float64, 11816: const    -0.018700
vwretd    0.282251
SMB       0.004096
HML      -0.004689
dtype: float64, 11817: const     0.008077
vwretd    0.947982
SMB      -0.010720
HML      -0.001789
dtype: float64, 11818: const     0.038936
vwretd   -0.069417
SMB       0.039658
HML       0.034645
dtype: float64, 11819: const     0.001921
vwretd    0.512414
SMB       0.013229
HML      -0.002766
dtype: float64, 11820: const     0.009935
vwretd    0.678566
SMB      -0.006237
HML      -0.003614
dtype: float64, 11821: const    -0.110538
vwretd    2.154937
SMB       0.001867
HML       0.043673
dtype: float64, 11822: const     0.010778
vwretd    0.503112
SMB       0.013239
HML       0.007186
dtype: float64, 11823: const     0.000633
vwretd    0.883539
SMB       0.006012
HML       0.012583
dtype: float64, 11824: const    -0.017686
vwretd    1.961915
SMB      -0.018792
HML       0.042357
dtype: float64, 11825: const     0.013606
vwretd    1.285306
SMB       0.010755
HML      -0.005238
dtype: float64, 11826: const    -0.001349
vwretd    0.608179
SMB       0.003402
HML       0.001814
dtype: float64, 11827: const    -0.043494
vwretd    1.804108
SMB       0.007501
HML       0.022842
dtype: float64, 11828: const     0.012145
vwretd    0.794146
SMB       0.013541
HML      -0.013010
dtype: float64, 11829: const     -0.428646
vwretd    18.187688
SMB        0.174010
HML        0.166945
dtype: float64, 11830: const     0.014165
vwretd    0.289260
SMB       0.009741
HML       0.009579
dtype: float64, 11831: const     0.013214
vwretd    0.373118
SMB       0.021418
HML       0.029094
dtype: float64, 11832: const     0.116232
vwretd    0.040358
SMB       0.108937
HML      -0.021977
dtype: float64, 11833: const    -0.011137
vwretd    0.961479
SMB       0.008663
HML       0.003108
dtype: float64, 11834: const    -0.009607
vwretd    1.028200
SMB       0.007553
HML       0.017923
dtype: float64, 11835: const    -0.004835
vwretd    1.071895
SMB       0.005388
HML       0.007503
dtype: float64, 11836: const     0.011508
vwretd    0.005056
SMB       0.002693
HML      -0.000600
dtype: float64, 11837: const     0.183517
vwretd   -2.260189
SMB      -0.001955
HML      -0.090841
dtype: float64, 11838: const     0.009250
vwretd    0.909230
SMB       0.028622
HML       0.016869
dtype: float64, 11839: const     0.006318
vwretd    0.438830
SMB       0.003549
HML       0.005244
dtype: float64, 11840: const    -0.026653
vwretd    0.804019
SMB      -0.009387
HML      -0.011659
dtype: float64, 11841: const     0.002814
vwretd   -0.107620
SMB      -0.001479
HML      -0.001604
dtype: float64, 11842: const     0.005474
vwretd    0.339447
SMB       0.007872
HML       0.002286
dtype: float64, 11843: const    -0.004900
vwretd    1.193660
SMB       0.022677
HML       0.009399
dtype: float64, 11844: const     0.004436
vwretd    0.474085
SMB       0.006513
HML       0.007303
dtype: float64, 11845: const    -0.000979
vwretd    1.186881
SMB       0.006480
HML       0.004595
dtype: float64, 11846: const     0.035860
vwretd   -0.930547
SMB       0.012787
HML      -0.014680
dtype: float64, 11847: const     0.005584
vwretd    0.596027
SMB       0.002157
HML       0.004898
dtype: float64, 11849: const     0.019566
vwretd    0.802482
SMB       0.013252
HML      -0.001952
dtype: float64, 11850: const     0.003655
vwretd    0.787259
SMB      -0.003653
HML       0.002666
dtype: float64, 11851: const     0.006172
vwretd    0.545540
SMB       0.002816
HML       0.003748
dtype: float64, 11853: const     0.019923
vwretd    0.215675
SMB       0.017918
HML       0.007808
dtype: float64, 11854: const    -0.009369
vwretd    1.348507
SMB      -0.003582
HML       0.018673
dtype: float64, 11855: const    -0.055471
vwretd    1.081244
SMB       0.000842
HML      -0.025235
dtype: float64, 11856: const    -0.129011
vwretd   -0.385476
SMB      -0.041116
HML       0.000613
dtype: float64, 11857: const    -0.025339
vwretd    1.627780
SMB       0.001768
HML       0.032411
dtype: float64, 11858: const    -0.015399
vwretd    1.675923
SMB      -0.000930
HML      -0.000390
dtype: float64, 11859: const    -0.035037
vwretd    1.210759
SMB       0.001435
HML      -0.065814
dtype: float64, 11860: const     0.011428
vwretd    0.132781
SMB       0.030005
HML       0.024016
dtype: float64, 11861: const    -0.001726
vwretd    1.153548
SMB       0.015366
HML       0.013483
dtype: float64, 11862: const    -0.001593
vwretd    1.671207
SMB       0.004432
HML       0.014817
dtype: float64, 11863: const    -0.136822
vwretd    2.602250
SMB       0.017489
HML      -0.017808
dtype: float64, 11864: const    -0.007305
vwretd    0.608748
SMB       0.017010
HML       0.001665
dtype: float64, 11865: const    -0.131530
vwretd    2.404757
SMB       0.073915
HML      -0.053022
dtype: float64, 11866: const     0.010670
vwretd    0.337825
SMB       0.004865
HML       0.005007
dtype: float64, 11867: const     0.018202
vwretd    0.506636
SMB       0.006939
HML       0.003442
dtype: float64, 11868: const    -0.041538
vwretd    2.219895
SMB       0.018479
HML       0.002164
dtype: float64, 11869: const     0.017138
vwretd    0.151454
SMB       0.027931
HML      -0.002560
dtype: float64, 11870: const    -0.007629
vwretd    0.846678
SMB       0.006318
HML       0.003749
dtype: float64, 11871: const    -0.176544
vwretd    3.095504
SMB       0.061585
HML      -0.007515
dtype: float64, 11872: const     0.022194
vwretd   -2.400859
SMB      -0.017000
HML      -0.055188
dtype: float64, 11873: const     0.009233
vwretd    0.399154
SMB       0.001235
HML      -0.013088
dtype: float64, 11874: const    -0.012951
vwretd    0.719886
SMB       0.005068
HML       0.007468
dtype: float64, 11875: const     0.027357
vwretd   -0.613338
SMB       0.006932
HML      -0.021710
dtype: float64, 11876: const    -0.022950
vwretd    1.128860
SMB      -0.000337
HML      -0.023928
dtype: float64, 11877: const     0.000706
vwretd    0.851369
SMB       0.016976
HML       0.002714
dtype: float64, 11878: const     0.009332
vwretd    0.519524
SMB       0.002998
HML       0.000273
dtype: float64, 11879: const     0.010246
vwretd    0.484406
SMB       0.008013
HML      -0.001942
dtype: float64, 11880: const    -0.207149
vwretd    1.692813
SMB      -0.277606
HML      -0.391464
dtype: float64, 11881: const     0.003513
vwretd    1.039963
SMB       0.017211
HML       0.011498
dtype: float64, 11882: const    -0.007249
vwretd   -3.277997
SMB       0.004736
HML      -0.032659
dtype: float64, 11883: const     0.011262
vwretd    0.270846
SMB       0.003866
HML       0.003255
dtype: float64, 11884: const     0.009506
vwretd    1.131507
SMB       0.007127
HML       0.005506
dtype: float64, 11885: const    -0.002846
vwretd    1.103076
SMB       0.009858
HML       0.003514
dtype: float64, 11886: const    -0.024052
vwretd    0.148747
SMB      -0.005486
HML       0.001847
dtype: float64, 11887: const     0.020996
vwretd    1.210527
SMB       0.020127
HML       0.012601
dtype: float64, 11888: const     0.009555
vwretd    0.718956
SMB       0.011960
HML      -0.006121
dtype: float64, 11889: const    -0.111418
vwretd    1.881746
SMB      -0.000516
HML       0.034728
dtype: float64, 11890: const    -0.058385
vwretd    0.592660
SMB       0.002501
HML      -0.084370
dtype: float64, 11891: const    -0.000335
vwretd    1.798800
SMB       0.007973
HML       0.013602
dtype: float64, 11892: const    -0.282695
vwretd    5.289723
SMB      -0.018926
HML       0.094789
dtype: float64, 11893: const    -0.025650
vwretd    1.124721
SMB       0.012796
HML       0.000602
dtype: float64, 11894: const     0.013958
vwretd    0.174267
SMB       0.012834
HML      -0.008624
dtype: float64, 11895: const     0.014145
vwretd    1.221486
SMB       0.021505
HML      -0.010047
dtype: float64, 11896: const     0.006710
vwretd    1.506676
SMB       0.002695
HML      -0.004961
dtype: float64, 11897: const     0.013694
vwretd    3.300651
SMB       0.048716
HML       0.071413
dtype: float64, 11898: const     0.003694
vwretd    0.851098
SMB       0.005644
HML       0.002578
dtype: float64, 11899: const    -0.008087
vwretd    0.964343
SMB       0.015308
HML       0.010603
dtype: float64, 11900: const    -0.056479
vwretd    0.350297
SMB      -0.041509
HML      -0.050621
dtype: float64, 11901: const    -0.001553
vwretd    0.501240
SMB       0.009742
HML       0.003280
dtype: float64, 11902: const     0.001973
vwretd    1.825873
SMB       0.009928
HML      -0.002573
dtype: float64, 11903: const     0.029447
vwretd    0.381107
SMB       0.027673
HML      -0.017399
dtype: float64, 11904: const     0.136517
vwretd    0.796480
SMB      -0.049691
HML       0.080542
dtype: float64, 11905: const     0.047279
vwretd   -0.328235
SMB      -0.000893
HML      -0.006616
dtype: float64, 11906: const     0.004391
vwretd    0.920344
SMB       0.006467
HML      -0.001837
dtype: float64, 11907: const     0.008006
vwretd   -0.451849
SMB       0.026442
HML      -0.018734
dtype: float64, 11908: const     0.012167
vwretd    1.117445
SMB       0.018630
HML      -0.014675
dtype: float64, 11909: const     0.007118
vwretd   -0.013507
SMB       0.005823
HML       0.000126
dtype: float64, 11910: const     0.011498
vwretd    0.904285
SMB       0.011916
HML      -0.001292
dtype: float64, 11911: const     0.016673
vwretd    1.151205
SMB       0.005619
HML       0.014745
dtype: float64, 11912: const    -0.127535
vwretd    6.018513
SMB       0.011199
HML       0.030518
dtype: float64, 11913: const     0.001825
vwretd    1.750024
SMB       0.017613
HML       0.001609
dtype: float64, 11914: const     0.010686
vwretd    1.197132
SMB       0.004385
HML      -0.000343
dtype: float64, 11915: const    -0.162290
vwretd    2.807450
SMB       0.047818
HML       0.050744
dtype: float64, 11916: const     -0.768413
vwretd    19.861338
SMB        0.284304
HML        0.001588
dtype: float64, 11917: const    -0.001409
vwretd    1.137112
SMB       0.017271
HML       0.002252
dtype: float64, 11918: const    -0.039907
vwretd    1.436069
SMB      -0.007432
HML      -0.004099
dtype: float64, 11920: const    -0.007406
vwretd    0.134741
SMB       0.049526
HML       0.024518
dtype: float64, 11921: const     0.004659
vwretd    0.812185
SMB       0.005469
HML       0.004141
dtype: float64, 11922: const     0.000411
vwretd    1.281736
SMB      -0.001251
HML      -0.000661
dtype: float64, 11923: const     0.010380
vwretd    0.419971
SMB       0.002030
HML       0.000205
dtype: float64, 11924: const    -0.038749
vwretd   -0.186098
SMB       0.009315
HML      -0.026640
dtype: float64, 11925: const     0.003528
vwretd   -0.736097
SMB      -0.007264
HML       0.004430
dtype: float64, 11926: const     0.000499
vwretd    0.758312
SMB       0.075134
HML      -0.024041
dtype: float64, 11927: const     0.020107
vwretd    0.671527
SMB       0.005618
HML       0.002627
dtype: float64, 11928: const     0.011116
vwretd    0.908999
SMB       0.005166
HML       0.004891
dtype: float64, 11929: const     0.003957
vwretd   -0.023191
SMB       0.022361
HML       0.018452
dtype: float64, 11930: const     0.001037
vwretd    0.117666
SMB       0.004260
HML      -0.001087
dtype: float64, 11931: const     0.015860
vwretd    0.339713
SMB       0.012762
HML      -0.000360
dtype: float64, 11932: const     0.001122
vwretd    3.220456
SMB       0.065652
HML       0.032925
dtype: float64, 11933: const     0.046436
vwretd   -1.192512
SMB      -0.000700
HML      -0.028143
dtype: float64, 11934: const    -0.011325
vwretd    1.196778
SMB       0.008913
HML       0.000514
dtype: float64, 11935: const     0.006915
vwretd    0.562005
SMB       0.031703
HML      -0.003418
dtype: float64, 11936: const    -0.002043
vwretd    1.386282
SMB       0.000122
HML       0.000876
dtype: float64, 11937: const     0.012642
vwretd    0.921824
SMB       0.003339
HML       0.012506
dtype: float64, 11938: const     0.005019
vwretd    0.557784
SMB       0.004199
HML       0.007036
dtype: float64, 11939: const    -0.057164
vwretd    1.869565
SMB       0.023650
HML       0.054577
dtype: float64, 11940: const    -0.155673
vwretd    2.002132
SMB      -0.029046
HML       0.105926
dtype: float64, 11941: const    -0.000042
vwretd    0.360603
SMB       0.005243
HML      -0.003316
dtype: float64, 11942: const    -0.018824
vwretd    1.137212
SMB       0.010645
HML       0.014760
dtype: float64, 11943: const     0.055929
vwretd    3.667096
SMB       0.046765
HML       0.120502
dtype: float64, 11944: const    -0.084534
vwretd   -0.309834
SMB      -0.018673
HML       0.013764
dtype: float64, 11945: const     0.008192
vwretd    0.249475
SMB       0.008697
HML      -0.004075
dtype: float64, 11946: const    -0.044040
vwretd    1.056966
SMB       0.031055
HML      -0.021581
dtype: float64, 11947: const    -0.017566
vwretd    0.685567
SMB       0.008497
HML       0.001345
dtype: float64, 11948: const    -0.014957
vwretd    0.396278
SMB       0.008987
HML       0.005462
dtype: float64, 11949: const     0.001818
vwretd    0.742421
SMB       0.001047
HML      -0.002669
dtype: float64, 11950: const     0.006724
vwretd    0.518311
SMB       0.011241
HML       0.000510
dtype: float64, 11951: const      0.893569
vwretd   -20.365089
SMB       -0.405777
HML       -0.163431
dtype: float64, 11952: const     0.029232
vwretd   -0.487195
SMB       0.013385
HML       0.008224
dtype: float64, 11953: const    -0.104024
vwretd    1.672733
SMB      -0.007264
HML       0.021707
dtype: float64, 11954: const     -0.667575
vwretd    17.822196
SMB        0.199591
HML        0.081819
dtype: float64, 11955: const     0.010815
vwretd    0.639103
SMB      -0.000587
HML       0.001916
dtype: float64, 11956: const     0.040862
vwretd    0.594700
SMB       0.031994
HML      -0.008393
dtype: float64, 11958: const    -0.008216
vwretd    1.753902
SMB       0.004932
HML      -0.003998
dtype: float64, 11959: const    -0.005033
vwretd    1.137456
SMB       0.007591
HML      -0.004839
dtype: float64, 11960: const    -0.014090
vwretd    1.696887
SMB      -0.008069
HML      -0.008567
dtype: float64, 11961: const    -0.013638
vwretd   -0.663587
SMB       0.037451
HML       0.005370
dtype: float64, 11962: const    -0.022391
vwretd    0.455566
SMB       0.006195
HML       0.049002
dtype: float64, 11963: const     0.037431
vwretd    2.926518
SMB       0.051272
HML       0.097757
dtype: float64, 11964: const     0.004408
vwretd    1.812605
SMB       0.007218
HML      -0.014070
dtype: float64, 11965: const    -0.017386
vwretd    1.191857
SMB       0.022793
HML       0.016565
dtype: float64, 11966: const     0.001042
vwretd    1.034136
SMB      -0.003220
HML       0.008614
dtype: float64, 11967: const     0.000414
vwretd    0.572213
SMB       0.021896
HML       0.036393
dtype: float64, 11968: const    -0.039881
vwretd    1.852724
SMB      -0.010600
HML       0.013413
dtype: float64, 11969: const     0.004377
vwretd    1.059705
SMB      -0.011480
HML      -0.002686
dtype: float64, 11970: const     0.021894
vwretd    1.474233
SMB       0.006111
HML      -0.005624
dtype: float64, 11971: const    -0.040937
vwretd    1.996398
SMB       0.012609
HML       0.056505
dtype: float64, 11972: const    -0.005041
vwretd    1.009178
SMB      -0.002014
HML      -0.004843
dtype: float64, 11973: const    -0.005400
vwretd    1.634090
SMB       0.016678
HML       0.010773
dtype: float64, 11974: const     0.023802
vwretd    0.087773
SMB       0.018067
HML      -0.002861
dtype: float64, 11975: const     0.017158
vwretd    0.973386
SMB      -0.015907
HML      -0.005567
dtype: float64, 11976: const     0.013194
vwretd    1.064277
SMB       0.003414
HML      -0.008069
dtype: float64, 11977: const     0.004596
vwretd    1.928681
SMB       0.013810
HML      -0.013682
dtype: float64, 11978: const     0.014509
vwretd    0.755045
SMB       0.024452
HML       0.025882
dtype: float64, 11979: const    -0.020294
vwretd    1.366335
SMB       0.006083
HML      -0.001975
dtype: float64, 11980: const    -0.007848
vwretd    1.164512
SMB      -0.000546
HML       0.001141
dtype: float64, 11981: const     0.005839
vwretd    1.028430
SMB       0.002169
HML       0.000956
dtype: float64, 11982: const    -0.003417
vwretd    1.064488
SMB       0.006016
HML       0.014792
dtype: float64, 11983: const     0.010525
vwretd    1.373322
SMB       0.002782
HML      -0.008574
dtype: float64, 11984: const    -0.017597
vwretd    1.469504
SMB       0.000051
HML      -0.001520
dtype: float64, 11985: const     0.018665
vwretd    0.266046
SMB       0.017758
HML      -0.009367
dtype: float64, 11986: const    -0.007861
vwretd    1.143782
SMB       0.004558
HML       0.000470
dtype: float64, 11987: const    -0.033273
vwretd   -0.515749
SMB       0.055755
HML       0.046733
dtype: float64, 11988: const    -0.000613
vwretd    0.948516
SMB      -0.006277
HML      -0.002726
dtype: float64, 11989: const    -0.003525
vwretd    1.203077
SMB       0.000420
HML       0.001209
dtype: float64, 11990: const     0.000129
vwretd    1.706235
SMB      -0.002468
HML      -0.000226
dtype: float64, 11991: const     0.019921
vwretd    0.642463
SMB       0.007713
HML       0.007764
dtype: float64, 11992: const     0.001558
vwretd    0.774815
SMB       0.007502
HML       0.009068
dtype: float64, 11993: const    -0.011336
vwretd    2.781040
SMB      -0.017518
HML       0.027364
dtype: float64, 11994: const     0.005460
vwretd    1.401031
SMB       0.006705
HML       0.002811
dtype: float64, 11995: const     0.006470
vwretd    0.571685
SMB       0.001795
HML       0.001662
dtype: float64, 11996: const    -0.004742
vwretd    0.479792
SMB      -0.002085
HML       0.000661
dtype: float64, 11997: const     0.006247
vwretd    1.162815
SMB       0.000821
HML       0.000303
dtype: float64, 11998: const     0.002238
vwretd    1.820653
SMB       0.007131
HML      -0.005621
dtype: float64, 11999: const    -0.076465
vwretd    4.679811
SMB      -0.017229
HML      -0.003339
dtype: float64, 12000: const     0.005214
vwretd    0.190192
SMB       0.003516
HML       0.004084
dtype: float64, 12001: const     0.001518
vwretd    1.145779
SMB       0.016738
HML       0.005753
dtype: float64, 12002: const     0.008791
vwretd    0.639568
SMB       0.001620
HML       0.001863
dtype: float64, 12003: const    -0.009033
vwretd    2.519938
SMB       0.020665
HML       0.021840
dtype: float64, 12004: const     0.016996
vwretd    1.889424
SMB       0.009191
HML       0.031138
dtype: float64, 12005: const     0.010884
vwretd    0.640252
SMB       0.012022
HML      -0.002019
dtype: float64, 12006: const     0.019322
vwretd    1.346739
SMB       0.001374
HML       0.004376
dtype: float64, 12007: const    -0.035836
vwretd    1.079967
SMB       0.015184
HML      -0.004556
dtype: float64, 12008: const     0.006354
vwretd    1.418879
SMB       0.011790
HML       0.000946
dtype: float64, 12009: const    -0.008355
vwretd    1.468180
SMB       0.012107
HML       0.007165
dtype: float64, 12010: const    -0.000918
vwretd    0.922450
SMB       0.009298
HML       0.007849
dtype: float64, 12011: const    -0.014112
vwretd    1.852446
SMB       0.006899
HML      -0.002345
dtype: float64, 12012: const     0.018541
vwretd    0.488743
SMB       0.004159
HML       0.010057
dtype: float64, 12013: const    -0.032148
vwretd    1.705764
SMB       0.024120
HML       0.042775
dtype: float64, 12014: const    -0.055581
vwretd    0.567308
SMB       0.000101
HML       0.006432
dtype: float64, 12015: const    -0.008361
vwretd    2.001230
SMB       0.003164
HML       0.010704
dtype: float64, 12016: const    -0.114561
vwretd    1.113154
SMB       0.024661
HML      -0.037834
dtype: float64, 12017: const    -0.024314
vwretd    1.004102
SMB       0.020003
HML      -0.006296
dtype: float64, 12018: const    -0.023637
vwretd    1.427856
SMB      -0.019168
HML      -0.012776
dtype: float64, 12019: const     0.018927
vwretd    1.093029
SMB       0.005040
HML       0.009713
dtype: float64, 12020: const    -0.021524
vwretd    0.481779
SMB       0.012156
HML       0.000599
dtype: float64, 12021: const    -0.000419
vwretd    1.150390
SMB       0.006611
HML      -0.012997
dtype: float64, 12022: const     0.007590
vwretd    0.840445
SMB       0.007926
HML       0.010692
dtype: float64, 12023: const    -0.032833
vwretd    3.614723
SMB       0.001320
HML       0.013140
dtype: float64, 12024: const     0.022633
vwretd    0.795437
SMB      -0.004935
HML      -0.021584
dtype: float64, 12025: const     0.006460
vwretd    0.347325
SMB       0.001706
HML       0.001914
dtype: float64, 12026: const    -0.005623
vwretd    1.761515
SMB       0.007496
HML      -0.010137
dtype: float64, 12027: const    -0.035104
vwretd    1.279588
SMB       0.015885
HML       0.009805
dtype: float64, 12028: const    -0.001729
vwretd    1.032368
SMB       0.015118
HML      -0.026485
dtype: float64, 12029: const       1.121335
vwretd    100.898759
SMB        -1.545826
HML        -0.991357
dtype: float64, 12030: const    -0.014511
vwretd    0.370871
SMB       0.007876
HML       0.026140
dtype: float64, 12031: const     0.008198
vwretd    0.748618
SMB       0.006460
HML       0.010039
dtype: float64, 12032: const    -0.181970
vwretd   -4.046562
SMB       0.113578
HML      -0.052404
dtype: float64, 12033: const     0.001897
vwretd    0.455903
SMB       0.008310
HML       0.013752
dtype: float64, 12034: const     0.000651
vwretd    0.140700
SMB      -0.002557
HML      -0.002595
dtype: float64, 12035: const    -0.005222
vwretd    1.160882
SMB       0.001727
HML       0.008059
dtype: float64, 12036: const     0.000660
vwretd    1.026531
SMB       0.001394
HML       0.002397
dtype: float64, 12037: const    -0.026028
vwretd   -0.451552
SMB       0.044251
HML      -0.012942
dtype: float64, 12038: const    -0.065203
vwretd    0.446824
SMB       0.000008
HML      -0.009512
dtype: float64, 12039: const     0.002769
vwretd    0.348385
SMB      -0.001934
HML      -0.002365
dtype: float64, 12040: const    -0.007220
vwretd    0.352043
SMB       0.015222
HML       0.015086
dtype: float64, 12041: const    -0.001380
vwretd    1.480685
SMB       0.043437
HML       0.039079
dtype: float64, 12042: const     0.003574
vwretd    1.381796
SMB      -0.001453
HML       0.000090
dtype: float64, 12043: const     0.031725
vwretd    0.329452
SMB      -0.006961
HML      -0.002754
dtype: float64, 12044: const     0.004065
vwretd    0.658394
SMB       0.002722
HML       0.001998
dtype: float64, 12045: const    -0.003931
vwretd    0.681230
SMB       0.021177
HML      -0.016237
dtype: float64, 12046: const     0.007512
vwretd    0.834788
SMB       0.000164
HML      -0.001824
dtype: float64, 12047: const    -0.009969
vwretd    1.188293
SMB      -0.004756
HML      -0.002970
dtype: float64, 12048: const     0.002162
vwretd    1.416959
SMB       0.002084
HML       0.007004
dtype: float64, 12049: const    -0.016685
vwretd    1.308814
SMB       0.007781
HML      -0.001631
dtype: float64, 12050: const     0.010522
vwretd    0.665670
SMB       0.005391
HML       0.001492
dtype: float64, 12051: const    -0.013880
vwretd    1.824113
SMB       0.019673
HML       0.012685
dtype: float64, 12052: const     0.004667
vwretd    1.097488
SMB       0.004514
HML       0.006564
dtype: float64, 12053: const    -0.029378
vwretd    1.418938
SMB       0.002850
HML       0.000125
dtype: float64, 12054: const    -0.009440
vwretd    1.112871
SMB      -0.002994
HML       0.000321
dtype: float64, 12055: const     0.039699
vwretd    0.232147
SMB       0.012592
HML       0.000312
dtype: float64, 12056: const    -0.075923
vwretd    0.250553
SMB       0.020581
HML       0.016638
dtype: float64, 12057: const    -0.069722
vwretd    4.362223
SMB       0.018460
HML      -0.025887
dtype: float64, 12058: const     0.003762
vwretd    1.362109
SMB       0.005210
HML       0.003341
dtype: float64, 12059: const     0.001300
vwretd   -0.006464
SMB      -0.000755
HML      -0.001584
dtype: float64, 12060: const    -0.000694
vwretd    1.219272
SMB      -0.003308
HML       0.001232
dtype: float64, 12061: const     0.010434
vwretd    0.364558
SMB       0.015237
HML      -0.013814
dtype: float64, 12062: const     0.005741
vwretd    0.621814
SMB       0.003684
HML       0.002198
dtype: float64, 12063: const    -0.003039
vwretd    1.862128
SMB       0.027562
HML      -0.010366
dtype: float64, 12064: const     0.000507
vwretd   -0.000639
SMB      -0.000160
HML      -0.000351
dtype: float64, 12065: const     0.000780
vwretd    0.140572
SMB      -0.000741
HML      -0.001234
dtype: float64, 12066: const    -0.004563
vwretd    0.450848
SMB      -0.001130
HML       0.004235
dtype: float64, 12067: const     0.012659
vwretd    1.759234
SMB       0.007775
HML      -0.010989
dtype: float64, 12068: const     0.000444
vwretd    0.625078
SMB       0.002459
HML       0.006886
dtype: float64, 12069: const    -0.030910
vwretd    2.105938
SMB       0.008608
HML       0.012654
dtype: float64, 12070: const    -0.000648
vwretd    0.993512
SMB       0.004092
HML       0.006742
dtype: float64, 12071: const    -0.015310
vwretd   -0.347977
SMB       0.006260
HML      -0.017942
dtype: float64, 12072: const    -0.001308
vwretd    0.815306
SMB       0.007218
HML       0.009476
dtype: float64, 12073: const     0.006901
vwretd    0.691612
SMB       0.005763
HML       0.011807
dtype: float64, 12074: const     0.006969
vwretd    1.264610
SMB       0.001723
HML       0.003735
dtype: float64, 12075: const    -0.004560
vwretd    0.475715
SMB      -0.001680
HML       0.000767
dtype: float64, 12076: const     0.007562
vwretd    1.473481
SMB       0.014714
HML       0.008056
dtype: float64, 12077: const    -0.163219
vwretd    0.703250
SMB       0.042618
HML      -0.057166
dtype: float64, 12078: const     0.023682
vwretd    0.672659
SMB      -0.003457
HML      -0.003678
dtype: float64, 12079: const    -0.002205
vwretd    1.115527
SMB      -0.001055
HML       0.002629
dtype: float64, 12080: const    -0.023749
vwretd    0.183574
SMB       0.024431
HML      -0.013898
dtype: float64, 12081: const     0.145042
vwretd   -5.637235
SMB      -0.044326
HML      -0.001819
dtype: float64, 12082: const     0.002373
vwretd    1.013888
SMB       0.013090
HML       0.002267
dtype: float64, 12083: const     0.038289
vwretd    1.647693
SMB      -0.009130
HML      -0.043973
dtype: float64, 12084: const     0.004588
vwretd    1.510350
SMB       0.004378
HML       0.002866
dtype: float64, 12085: const    -0.020032
vwretd    2.647688
SMB       0.012107
HML      -0.005716
dtype: float64, 12086: const     0.004674
vwretd    0.195108
SMB       0.004994
HML       0.005773
dtype: float64, 12087: const    -0.005418
vwretd    1.564304
SMB       0.006238
HML       0.007189
dtype: float64, 12088: const     0.007107
vwretd    0.868677
SMB       0.007244
HML       0.009138
dtype: float64, 12089: const     0.002589
vwretd    1.051405
SMB       0.011795
HML      -0.004439
dtype: float64, 12090: const     0.030690
vwretd    0.914194
SMB       0.015798
HML       0.003073
dtype: float64, 12091: const    -0.003992
vwretd    0.095086
SMB       0.008958
HML       0.003122
dtype: float64, 12092: const     0.010562
vwretd    0.995979
SMB      -0.002284
HML      -0.003191
dtype: float64, 12093: const     0.016574
vwretd    0.531854
SMB       0.000774
HML      -0.006499
dtype: float64, 12094: const     0.026741
vwretd    1.191905
SMB       0.002248
HML      -0.009042
dtype: float64, 12095: const    -0.003204
vwretd    1.254799
SMB       0.003555
HML       0.004821
dtype: float64, 12096: const    -0.017190
vwretd    1.545248
SMB      -0.002486
HML      -0.001644
dtype: float64, 12097: const     0.001831
vwretd    0.074119
SMB       0.032504
HML       0.005078
dtype: float64, 12098: const    -0.005186
vwretd    0.705725
SMB       0.000403
HML      -0.000090
dtype: float64, 12099: const     0.008636
vwretd    0.510044
SMB       0.007441
HML       0.003594
dtype: float64, 12100: const     0.000127
vwretd    1.254883
SMB       0.003513
HML       0.006044
dtype: float64, 12101: const     0.033832
vwretd    0.687964
SMB      -0.002579
HML       0.027522
dtype: float64, 12102: const    -0.048180
vwretd    1.567803
SMB      -0.012069
HML       0.024755
dtype: float64, 12103: const    -0.002018
vwretd    0.704842
SMB      -0.000847
HML       0.000346
dtype: float64, 12104: const    -0.025814
vwretd    1.311083
SMB      -0.012723
HML       0.053103
dtype: float64, 12105: const     0.000274
vwretd    0.904056
SMB       0.000654
HML      -0.001665
dtype: float64, 12106: const     0.011377
vwretd    0.602820
SMB       0.005031
HML       0.006153
dtype: float64, 12107: const    -0.023281
vwretd    1.459300
SMB       0.004969
HML       0.009551
dtype: float64, 12108: const     0.003320
vwretd    0.728772
SMB       0.012976
HML      -0.003557
dtype: float64, 12109: const    -0.009978
vwretd    1.307499
SMB      -0.003546
HML       0.007311
dtype: float64, 12110: const     0.004004
vwretd    0.097376
SMB       0.012221
HML      -0.008515
dtype: float64, 12111: const     0.073701
vwretd    2.771041
SMB       0.074381
HML       0.047037
dtype: float64, 12112: const    -0.038402
vwretd    1.704833
SMB       0.016624
HML      -0.002374
dtype: float64, 12113: const     0.002756
vwretd    1.229057
SMB       0.003064
HML      -0.006981
dtype: float64, 12114: const    -0.001582
vwretd   -0.268681
SMB       0.033916
HML      -0.030841
dtype: float64, 12115: const     0.009558
vwretd    1.431756
SMB       0.030788
HML       0.009890
dtype: float64, 12117: const     0.055054
vwretd    0.759649
SMB       0.033688
HML      -0.030180
dtype: float64, 12118: const    -0.008083
vwretd    0.320292
SMB       0.021760
HML      -0.008634
dtype: float64, 12119: const    -0.022594
vwretd    0.520189
SMB       0.073949
HML       0.014610
dtype: float64, 12120: const    -0.071500
vwretd    1.082860
SMB       0.016556
HML      -0.004379
dtype: float64, 12121: const    -0.093637
vwretd    3.092949
SMB      -0.021309
HML       0.005278
dtype: float64, 12122: const    -0.016914
vwretd    1.214210
SMB       0.017872
HML       0.010066
dtype: float64, 12123: const     0.050480
vwretd    0.155717
SMB       0.011787
HML      -0.031135
dtype: float64, 12124: const    -0.002611
vwretd    1.389131
SMB       0.008639
HML       0.007089
dtype: float64, 12125: const    -0.024164
vwretd    0.322292
SMB       0.003295
HML      -0.003009
dtype: float64, 12126: const     0.013205
vwretd    1.306795
SMB       0.011120
HML       0.008031
dtype: float64, 12127: const    -0.148839
vwretd    1.977223
SMB      -0.026801
HML       0.086157
dtype: float64, 12128: const     0.009177
vwretd    0.844386
SMB       0.015222
HML      -0.004141
dtype: float64, 12129: const    -0.000805
vwretd    0.024801
SMB       0.030290
HML      -0.002299
dtype: float64, 12130: const    -0.091309
vwretd    1.935788
SMB       0.011188
HML       0.077391
dtype: float64, 12131: const     0.011211
vwretd   -0.289908
SMB      -0.004324
HML       0.009619
dtype: float64, 12132: const     0.000236
vwretd    1.322133
SMB       0.008522
HML      -0.000668
dtype: float64, 12134: const     0.003378
vwretd    1.282710
SMB      -0.000205
HML      -0.007289
dtype: float64, 12135: const    -0.031436
vwretd    1.440520
SMB       0.004511
HML       0.007041
dtype: float64, 12136: const      18.048775
vwretd   -698.743145
SMB        -1.687054
HML       -10.343901
dtype: float64, 12137: const     0.006203
vwretd    0.634346
SMB       0.006253
HML       0.010574
dtype: float64, 12138: const     0.000792
vwretd    0.346884
SMB       0.012168
HML      -0.004258
dtype: float64, 12139: const     0.011136
vwretd    0.396496
SMB       0.003837
HML       0.010072
dtype: float64, 12140: const    -0.003030
vwretd    1.452689
SMB       0.002091
HML       0.007854
dtype: float64, 12141: const    -0.009670
vwretd    0.833140
SMB       0.020584
HML       0.007010
dtype: float64, 12142: const    -0.021492
vwretd    1.253872
SMB       0.029036
HML      -0.009270
dtype: float64, 12143: const    -0.012716
vwretd    1.534496
SMB       0.006116
HML       0.045484
dtype: float64, 12144: const    -0.011258
vwretd    2.224872
SMB       0.021965
HML       0.020283
dtype: float64, 12145: const    -0.010895
vwretd    0.254559
SMB       0.012741
HML       0.000345
dtype: float64, 12146: const     0.006639
vwretd    0.466493
SMB       0.012053
HML       0.003562
dtype: float64, 12147: const    -0.032868
vwretd    1.832596
SMB       0.034395
HML      -0.013072
dtype: float64, 12148: const    -0.030876
vwretd   -0.835886
SMB       0.004136
HML      -0.033857
dtype: float64, 12149: const     0.010261
vwretd    1.252951
SMB       0.008299
HML      -0.003710
dtype: float64, 12150: const     0.019968
vwretd    0.402582
SMB       0.002479
HML      -0.002454
dtype: float64, 12151: const     0.040030
vwretd    0.702369
SMB       0.003444
HML       0.006163
dtype: float64, 12152: const    -0.015691
vwretd    0.944157
SMB       0.010766
HML       0.018784
dtype: float64, 12153: const    -0.065059
vwretd   -0.171209
SMB      -0.088556
HML       0.067498
dtype: float64, 12154: const    -0.006024
vwretd    1.128140
SMB       0.011093
HML       0.035636
dtype: float64, 12155: const     0.031838
vwretd   -0.118862
SMB       0.005338
HML       0.006800
dtype: float64, 12156: const     0.005375
vwretd    0.671925
SMB       0.015030
HML      -0.033550
dtype: float64, 12157: const    -0.015854
vwretd   -0.129798
SMB       0.005779
HML      -0.015250
dtype: float64, 12158: const     0.034543
vwretd   -0.238124
SMB      -0.019134
HML       0.067700
dtype: float64, 12159: const     0.004961
vwretd    1.449742
SMB       0.007960
HML       0.005441
dtype: float64, 12160: const     0.017410
vwretd    0.189690
SMB       0.006031
HML      -0.003940
dtype: float64, 12161: const     0.011239
vwretd    1.232469
SMB      -0.022780
HML      -0.001990
dtype: float64, 12162: const    -0.021217
vwretd    0.674912
SMB      -0.002598
HML       0.008394
dtype: float64, 12163: const    -0.042622
vwretd    0.906886
SMB       0.001351
HML       0.033072
dtype: float64, 12164: const    -0.000764
vwretd    0.980744
SMB       0.020182
HML       0.023746
dtype: float64, 12165: const     0.005314
vwretd    0.838973
SMB       0.003579
HML       0.010952
dtype: float64, 12166: const    -0.002263
vwretd    0.655303
SMB       0.007807
HML       0.008779
dtype: float64, 12167: const    -0.001045
vwretd    1.157717
SMB       0.004248
HML       0.002107
dtype: float64, 12168: const     0.016481
vwretd    0.679189
SMB       0.036402
HML       0.005198
dtype: float64, 12169: const    -0.014405
vwretd    1.285765
SMB       0.006752
HML       0.017843
dtype: float64, 12170: const     0.012736
vwretd    0.278749
SMB       0.010188
HML       0.011146
dtype: float64, 12171: const     0.016638
vwretd    1.945664
SMB       0.003118
HML      -0.002292
dtype: float64, 12172: const     0.027805
vwretd    0.490485
SMB       0.007617
HML      -0.002713
dtype: float64, 12173: const     0.008822
vwretd    0.935306
SMB       0.008579
HML       0.002450
dtype: float64, 12174: const     0.009117
vwretd    1.935182
SMB       0.029396
HML      -0.004757
dtype: float64, 12175: const     0.003534
vwretd    0.604387
SMB       0.004010
HML       0.004506
dtype: float64, 12176: const     0.032604
vwretd    0.011730
SMB       0.004080
HML      -0.000031
dtype: float64, 12177: const    -0.033017
vwretd    0.950841
SMB      -0.011845
HML       0.018414
dtype: float64, 12178: const    -0.019200
vwretd    0.338690
SMB      -0.003240
HML       0.014925
dtype: float64, 12179: const     0.073243
vwretd    0.620530
SMB       0.029707
HML       0.070620
dtype: float64, 12180: const     0.044204
vwretd   -0.874017
SMB       0.029712
HML       0.018812
dtype: float64, 12181: const     0.046082
vwretd    6.464653
SMB      -0.042632
HML       0.047615
dtype: float64, 12182: const    -0.019055
vwretd    0.216351
SMB       0.005886
HML       0.018781
dtype: float64, 12183: const    -0.004004
vwretd    1.138004
SMB       0.001011
HML       0.011532
dtype: float64, 12184: const     0.001142
vwretd    0.452229
SMB       0.009557
HML       0.005054
dtype: float64, 12186: const    -0.015384
vwretd    3.685894
SMB      -0.011785
HML       0.074495
dtype: float64, 12187: const     0.092275
vwretd    2.438452
SMB      -0.040526
HML       0.028362
dtype: float64, 12188: const    -0.021695
vwretd    0.834173
SMB       0.010004
HML      -0.000099
dtype: float64, 12189: const     0.009687
vwretd    0.527997
SMB       0.002913
HML       0.005739
dtype: float64, 12190: const    -0.002214
vwretd    1.052253
SMB       0.004682
HML       0.005894
dtype: float64, 12191: const     0.001603
vwretd    0.573765
SMB       0.003040
HML       0.005356
dtype: float64, 12192: const     0.006299
vwretd    0.402826
SMB       0.007875
HML      -0.019065
dtype: float64, 12193: const    -0.002873
vwretd    0.913004
SMB       0.010466
HML      -0.004336
dtype: float64, 12194: const     0.031657
vwretd   -2.049439
SMB      -0.013093
HML      -0.051444
dtype: float64, 12195: const    -0.000211
vwretd    1.452824
SMB       0.009494
HML       0.000264
dtype: float64, 12196: const     0.010074
vwretd   -0.228128
SMB       0.054646
HML       0.026875
dtype: float64, 12198: const    -0.019804
vwretd    4.845471
SMB       0.024520
HML      -0.014521
dtype: float64, 12199: const     0.012315
vwretd    0.702761
SMB       0.004676
HML       0.008128
dtype: float64, 12201: const    -0.069169
vwretd    0.314764
SMB       0.000753
HML       0.008282
dtype: float64, 12202: const     0.018981
vwretd    0.171557
SMB       0.006260
HML      -0.021962
dtype: float64, 12203: const    -0.086513
vwretd    1.140566
SMB       0.009517
HML       0.005911
dtype: float64, 12204: const    -0.010505
vwretd    0.305287
SMB       0.002605
HML       0.012120
dtype: float64, 12205: const     0.012842
vwretd    0.930132
SMB       0.010343
HML      -0.000626
dtype: float64, 12206: const     0.100967
vwretd    2.208144
SMB       0.107145
HML       0.005547
dtype: float64, 12207: const    -0.035345
vwretd    1.067280
SMB       0.007459
HML       0.032384
dtype: float64, 12208: const     0.005538
vwretd    0.517819
SMB       0.002245
HML      -0.001291
dtype: float64, 12209: const     0.011161
vwretd    0.788869
SMB       0.001868
HML       0.002623
dtype: float64, 12211: const     0.007729
vwretd    0.764112
SMB       0.006436
HML       0.002700
dtype: float64, 12212: const     0.009260
vwretd    0.279021
SMB       0.032476
HML       0.020754
dtype: float64, 12213: const     0.022523
vwretd   -0.178262
SMB      -0.006193
HML      -0.010317
dtype: float64, 12214: const     0.004913
vwretd    1.116127
SMB       0.020107
HML      -0.004918
dtype: float64, 12215: const    -0.020822
vwretd    0.975837
SMB       0.013026
HML       0.022457
dtype: float64, 12216: const    -0.024715
vwretd    0.730150
SMB       0.033991
HML       0.008804
dtype: float64, 12217: const     0.006058
vwretd    1.426459
SMB       0.011669
HML       0.009561
dtype: float64, 12218: const    -0.017833
vwretd    1.927303
SMB       0.021837
HML       0.011330
dtype: float64, 12219: const    -0.003393
vwretd    0.712532
SMB       0.003736
HML       0.000550
dtype: float64, 12220: const     0.000434
vwretd    0.889166
SMB       0.017678
HML       0.014097
dtype: float64, 12221: const    -0.00348
vwretd    0.97274
SMB       0.00345
HML       0.00646
dtype: float64, 12222: const    -0.014186
vwretd    0.589930
SMB       0.032830
HML      -0.013973
dtype: float64, 12223: const    -0.016145
vwretd    1.154454
SMB       0.006780
HML      -0.019380
dtype: float64, 12224: const     0.022079
vwretd    1.293660
SMB       0.008857
HML       0.012363
dtype: float64, 12225: const     0.006894
vwretd    0.277258
SMB       0.031997
HML      -0.016685
dtype: float64, 12226: const     0.005270
vwretd    1.240360
SMB       0.008148
HML       0.009373
dtype: float64, 12227: const    -0.163674
vwretd    7.207637
SMB       0.036532
HML       0.071453
dtype: float64, 12228: const     0.039492
vwretd    0.615600
SMB      -0.000812
HML       0.081833
dtype: float64, 12230: const    -0.033342
vwretd    0.581094
SMB       0.012196
HML       0.004100
dtype: float64, 12231: const    -0.100623
vwretd   -2.502505
SMB       0.013426
HML      -0.048667
dtype: float64, 12232: const    -0.030736
vwretd   -0.212739
SMB       0.013065
HML       0.022571
dtype: float64, 12233: const     0.017437
vwretd    0.321532
SMB       0.017882
HML       0.025896
dtype: float64, 12234: const    -0.013133
vwretd    0.171479
SMB       0.001546
HML       0.017449
dtype: float64, 12236: const     0.021674
vwretd    0.605337
SMB       0.008482
HML      -0.002354
dtype: float64, 12237: const     0.003028
vwretd    0.787534
SMB       0.038934
HML       0.009354
dtype: float64, 12238: const     0.040595
vwretd    2.116580
SMB       0.017252
HML       0.001851
dtype: float64, 12239: const     0.004165
vwretd    1.232550
SMB      -0.001320
HML       0.018344
dtype: float64, 12240: const     0.005163
vwretd    0.789263
SMB       0.006883
HML      -0.007780
dtype: float64, 12241: const    -0.058857
vwretd    3.487063
SMB      -0.004244
HML       0.048222
dtype: float64, 12243: const     0.024752
vwretd    2.386344
SMB      -0.027709
HML       0.036133
dtype: float64, 12244: const    -0.022159
vwretd   -0.088059
SMB       0.003197
HML       0.001536
dtype: float64, 12245: const     0.015761
vwretd   -2.882913
SMB       0.167820
HML      -0.206634
dtype: float64, 12246: const     0.012079
vwretd    1.065681
SMB       0.010338
HML       0.012599
dtype: float64, 12248: const     0.004812
vwretd    0.687781
SMB       0.002579
HML       0.003763
dtype: float64, 12249: const    -0.006067
vwretd    1.437342
SMB       0.002638
HML       0.003301
dtype: float64, 12250: const    -0.007977
vwretd    0.035837
SMB       0.022708
HML      -0.013755
dtype: float64, 12251: const    -0.037202
vwretd    0.346848
SMB       0.007816
HML       0.029849
dtype: float64, 12252: const     0.001366
vwretd    1.587289
SMB       0.004922
HML       0.002442
dtype: float64, 12253: const     0.001192
vwretd    0.141011
SMB       0.003116
HML       0.005942
dtype: float64, 12254: const    -0.010215
vwretd    0.844910
SMB       0.035709
HML       0.037008
dtype: float64, 12255: const    -0.007023
vwretd    0.912136
SMB       0.039364
HML       0.005852
dtype: float64, 12256: const    -0.008555
vwretd    0.716348
SMB       0.010665
HML       0.000949
dtype: float64, 12257: const    -0.010497
vwretd    1.270722
SMB       0.006656
HML       0.003244
dtype: float64, 12258: const     0.025780
vwretd    1.856621
SMB      -0.032107
HML      -0.031126
dtype: float64, 12259: const     0.030811
vwretd    1.556283
SMB       0.018475
HML      -0.027687
dtype: float64, 12260: const    -0.003464
vwretd    1.283281
SMB       0.024272
HML      -0.001740
dtype: float64, 12261: const     0.062032
vwretd    0.181534
SMB       0.039686
HML      -0.021309
dtype: float64, 12262: const    -0.062122
vwretd   -0.492635
SMB       0.009276
HML      -0.007584
dtype: float64, 12263: const    -0.022503
vwretd    2.163695
SMB      -0.011775
HML      -0.023611
dtype: float64, 12264: const    -0.022653
vwretd    0.507517
SMB       0.010214
HML      -0.007125
dtype: float64, 12265: const     0.013789
vwretd    1.987080
SMB       0.003849
HML       0.002889
dtype: float64, 12266: const     0.025166
vwretd    0.814321
SMB       0.030164
HML      -0.011984
dtype: float64, 12267: const     0.007369
vwretd    2.792181
SMB      -0.016371
HML       0.043029
dtype: float64, 12268: const    -0.006458
vwretd   -0.278010
SMB       0.020831
HML       0.007322
dtype: float64, 12269: const     0.001790
vwretd    1.194584
SMB       0.003905
HML       0.004738
dtype: float64, 12270: const    -0.160566
vwretd   -3.065072
SMB       0.067757
HML       0.026942
dtype: float64, 12271: const     0.003455
vwretd    0.488101
SMB       0.002815
HML      -0.001442
dtype: float64, 12272: const    -0.042263
vwretd    0.446661
SMB       0.013769
HML       0.000344
dtype: float64, 12273: const    -0.069171
vwretd    0.173007
SMB       0.003372
HML      -0.050232
dtype: float64, 12274: const     0.024656
vwretd   -0.729719
SMB       0.027903
HML       0.035671
dtype: float64, 12275: const    -0.013994
vwretd    0.446606
SMB       0.006832
HML       0.005388
dtype: float64, 12276: const     0.018278
vwretd    1.152155
SMB       0.015973
HML       0.008515
dtype: float64, 12277: const     0.007196
vwretd    0.819944
SMB      -0.005109
HML      -0.008961
dtype: float64, 12278: const     0.007797
vwretd   -0.132203
SMB       0.003579
HML      -0.004032
dtype: float64, 12279: const     0.029385
vwretd   -0.351613
SMB       0.026346
HML      -0.012435
dtype: float64, 12280: const    -0.151535
vwretd    0.674115
SMB       0.001043
HML      -0.023069
dtype: float64, 12281: const     0.007700
vwretd    0.261791
SMB       0.003441
HML       0.002281
dtype: float64, 12282: const     0.010762
vwretd    0.187760
SMB       0.006045
HML       0.011470
dtype: float64, 12283: const     0.035611
vwretd   -2.218345
SMB       0.037109
HML      -0.007917
dtype: float64, 12284: const    -0.028398
vwretd    1.893781
SMB       0.020996
HML      -0.001244
dtype: float64, 12285: const    -0.007127
vwretd    0.460469
SMB       0.013589
HML       0.002845
dtype: float64, 12287: const    -0.003928
vwretd    0.797514
SMB      -0.001327
HML       0.002069
dtype: float64, 12288: const    -0.014236
vwretd    0.797617
SMB      -0.000119
HML       0.003152
dtype: float64, 12289: const     0.000630
vwretd    0.222324
SMB      -0.000861
HML      -0.001268
dtype: float64, 12290: const     0.008482
vwretd    0.018171
SMB      -0.005959
HML      -0.006864
dtype: float64, 12291: const    -0.052447
vwretd    1.343837
SMB      -0.012507
HML       0.023850
dtype: float64, 12292: const    -0.005637
vwretd    1.064441
SMB       0.000041
HML       0.005118
dtype: float64, 12293: const    -0.022181
vwretd    1.302891
SMB       0.008239
HML       0.006417
dtype: float64, 12294: const     0.001466
vwretd    1.042264
SMB      -0.001984
HML      -0.002962
dtype: float64, 12295: const     0.000466
vwretd    0.948742
SMB      -0.000984
HML       0.003125
dtype: float64, 12296: const     0.001129
vwretd    1.030965
SMB       0.007946
HML       0.005288
dtype: float64, 12297: const     0.001391
vwretd    1.003990
SMB       0.007425
HML       0.001174
dtype: float64, 12298: const     0.004995
vwretd    0.956152
SMB       0.014084
HML       0.002353
dtype: float64, 12299: const    -0.018161
vwretd   -0.177566
SMB       0.031527
HML       0.010927
dtype: float64, 12300: const     0.001788
vwretd    1.106894
SMB       0.013015
HML       0.005429
dtype: float64, 12301: const     0.001359
vwretd    1.010234
SMB       0.007703
HML       0.003307
dtype: float64, 12302: const     0.000162
vwretd    1.074888
SMB       0.004047
HML       0.004297
dtype: float64, 12303: const    -0.000298
vwretd    1.038506
SMB       0.003159
HML      -0.000087
dtype: float64, 12304: const     0.000139
vwretd    1.040065
SMB       0.003579
HML       0.002082
dtype: float64, 12305: const     0.001154
vwretd    0.999764
SMB      -0.001535
HML      -0.000080
dtype: float64, 12306: const    -0.008251
vwretd    0.609563
SMB      -0.000602
HML       0.003361
dtype: float64, 12307: const    -0.006927
vwretd    0.593477
SMB       0.022594
HML       0.006889
dtype: float64, 12308: const     0.006260
vwretd    1.087773
SMB      -0.003759
HML      -0.000615
dtype: float64, 12309: const    -0.008287
vwretd    0.380303
SMB      -0.000405
HML      -0.000275
dtype: float64, 12310: const     0.032421
vwretd    1.671313
SMB       0.006149
HML       0.010294
dtype: float64, 12312: const     0.004290
vwretd    0.810894
SMB       0.014791
HML      -0.007804
dtype: float64, 12313: const     0.000877
vwretd    1.014687
SMB      -0.000998
HML      -0.000210
dtype: float64, 12314: const     0.001530
vwretd    1.067755
SMB      -0.001407
HML      -0.003157
dtype: float64, 12315: const     0.000210
vwretd    0.952216
SMB      -0.000529
HML       0.003015
dtype: float64, 12316: const     0.000790
vwretd    1.011899
SMB      -0.000292
HML      -0.000034
dtype: float64, 12317: const    -0.000469
vwretd    1.067497
SMB       0.009162
HML      -0.001323
dtype: float64, 12318: const    -0.000279
vwretd    1.033036
SMB       0.008382
HML       0.001685
dtype: float64, 12319: const     0.009574
vwretd    0.287890
SMB       0.002105
HML      -0.002570
dtype: float64, 12320: const    -0.005861
vwretd    0.655090
SMB       0.004864
HML       0.003064
dtype: float64, 12321: const    -0.000341
vwretd    1.013143
SMB       0.007738
HML       0.004846
dtype: float64, 12322: const    -0.004743
vwretd    0.484473
SMB      -0.001945
HML      -0.001186
dtype: float64, 12323: const    -0.010596
vwretd    1.051816
SMB      -0.005641
HML      -0.002954
dtype: float64, 12324: const    -0.021564
vwretd    2.567583
SMB      -0.004941
HML       0.001978
dtype: float64, 12325: const     0.034086
vwretd    0.900171
SMB       0.026139
HML       0.001272
dtype: float64, 12326: const    -0.003678
vwretd    0.388927
SMB      -0.002078
HML      -0.001708
dtype: float64, 12327: const     0.004667
vwretd    0.643044
SMB       0.004071
HML       0.000487
dtype: float64, 12328: const    -0.020146
vwretd    0.945293
SMB       0.017633
HML      -0.007446
dtype: float64, 12329: const    -0.000077
vwretd    1.342295
SMB       0.003307
HML       0.004495
dtype: float64, 12330: const     0.013046
vwretd    1.000191
SMB       0.015637
HML       0.016886
dtype: float64, 12331: const     0.002948
vwretd    0.274898
SMB      -0.001825
HML      -0.001983
dtype: float64, 12332: const    -0.010728
vwretd    2.189451
SMB       0.001109
HML       0.008096
dtype: float64, 12333: const    -0.014530
vwretd    1.396752
SMB       0.003725
HML       0.001956
dtype: float64, 12334: const    -0.003649
vwretd    0.618196
SMB       0.003162
HML      -0.000491
dtype: float64, 12335: const     0.002952
vwretd    1.432662
SMB       0.004835
HML       0.006221
dtype: float64, 12336: const    -0.019237
vwretd    0.728252
SMB       0.020486
HML      -0.004230
dtype: float64, 12337: const    -0.016820
vwretd    1.711913
SMB      -0.002100
HML      -0.001870
dtype: float64, 12338: const    -0.008943
vwretd    0.641548
SMB      -0.000684
HML      -0.002830
dtype: float64, 12339: const     0.022110
vwretd    0.085685
SMB       0.009642
HML      -0.004560
dtype: float64, 12340: const     0.004403
vwretd    1.692591
SMB       0.009206
HML       0.010689
dtype: float64, 12341: const    -0.000601
vwretd    0.623744
SMB       0.001605
HML       0.000711
dtype: float64, 12342: const     0.015909
vwretd    1.175068
SMB       0.002568
HML      -0.002439
dtype: float64, 12343: const     0.001834
vwretd    1.208128
SMB       0.001731
HML       0.002176
dtype: float64, 12344: const    -0.130876
vwretd    2.657389
SMB       0.013238
HML      -0.014166
dtype: float64, 12345: const     0.003264
vwretd    1.290651
SMB       0.003795
HML       0.009069
dtype: float64, 12347: const    -0.015115
vwretd    0.424315
SMB       0.011344
HML       0.003718
dtype: float64, 12348: const    -0.023131
vwretd    1.158090
SMB       0.003411
HML      -0.011404
dtype: float64, 12349: const    -0.073579
vwretd    1.832070
SMB      -0.007929
HML      -0.015904
dtype: float64, 12350: const    -0.006021
vwretd    1.613970
SMB       0.021711
HML      -0.007937
dtype: float64, 12351: const     0.000037
vwretd    0.575050
SMB       0.009889
HML       0.004487
dtype: float64, 12352: const    -0.022151
vwretd    1.652701
SMB       0.002753
HML       0.001796
dtype: float64, 12353: const    -0.007392
vwretd   -0.622395
SMB      -0.001029
HML       0.016411
dtype: float64, 12354: const      0.605077
vwretd   -10.091286
SMB        0.169055
HML        0.360600
dtype: float64, 12355: const     0.001033
vwretd    0.965605
SMB       0.002388
HML       0.000006
dtype: float64, 12356: const     0.003948
vwretd    1.052689
SMB       0.014855
HML       0.001788
dtype: float64, 12357: const    -0.034254
vwretd    2.119303
SMB      -0.009149
HML      -0.008932
dtype: float64, 12358: const     0.023377
vwretd    0.210065
SMB       0.023475
HML      -0.022390
dtype: float64, 12359: const     0.019570
vwretd    0.389748
SMB       0.022362
HML       0.027300
dtype: float64, 12360: const     0.012597
vwretd    1.708345
SMB       0.023860
HML      -0.013989
dtype: float64, 12362: const     0.012605
vwretd    0.018622
SMB       0.004861
HML       0.003468
dtype: float64, 12363: const    -0.019830
vwretd    1.496701
SMB       0.000035
HML       0.004585
dtype: float64, 12364: const    -0.024331
vwretd    1.805749
SMB      -0.001987
HML       0.008315
dtype: float64, 12365: const     0.007222
vwretd    1.389087
SMB       0.001099
HML      -0.002583
dtype: float64, 12366: const     0.014297
vwretd    0.797497
SMB      -0.000630
HML      -0.002196
dtype: float64, 12367: const    -0.037183
vwretd    1.570270
SMB       0.014717
HML      -0.004084
dtype: float64, 12368: const    -0.000973
vwretd    0.794040
SMB      -0.003270
HML      -0.000530
dtype: float64, 12369: const    -0.003962
vwretd    1.303143
SMB       0.008232
HML       0.006567
dtype: float64, 12370: const    -0.009067
vwretd    1.011939
SMB      -0.001640
HML      -0.001327
dtype: float64, 12371: const    -0.008791
vwretd    1.262556
SMB      -0.001560
HML       0.004146
dtype: float64, 12372: const    -0.014379
vwretd    1.336781
SMB       0.002099
HML       0.002506
dtype: float64, 12373: const    -0.007064
vwretd    1.411339
SMB       0.003256
HML       0.006497
dtype: float64, 12374: const     0.016040
vwretd    1.020322
SMB       0.009674
HML      -0.000083
dtype: float64, 12375: const    -0.034509
vwretd    1.925641
SMB       0.000231
HML      -0.000655
dtype: float64, 12376: const    -0.009367
vwretd    1.570908
SMB       0.002033
HML       0.009047
dtype: float64, 12377: const     0.002806
vwretd    1.258892
SMB       0.007134
HML       0.001600
dtype: float64, 12378: const    -0.004895
vwretd    1.561094
SMB       0.005751
HML      -0.001161
dtype: float64, 12379: const     0.005159
vwretd    0.048998
SMB      -0.001480
HML      -0.003531
dtype: float64, 12380: const     0.000784
vwretd    0.983601
SMB       0.000365
HML       0.004106
dtype: float64, 12381: const     0.005367
vwretd   -0.188346
SMB      -0.002562
HML      -0.003238
dtype: float64, 12382: const    -0.048794
vwretd    1.920645
SMB       0.015077
HML      -0.012574
dtype: float64, 12383: const    -0.024626
vwretd    2.189345
SMB       0.015542
HML      -0.029385
dtype: float64, 12384: const    -0.002709
vwretd    1.608627
SMB       0.005757
HML       0.020216
dtype: float64, 12385: const    -0.000168
vwretd    0.798192
SMB       0.001350
HML       0.005740
dtype: float64, 12386: const    -0.002663
vwretd    1.335378
SMB       0.010833
HML       0.003948
dtype: float64, 12387: const     0.001245
vwretd   -0.431107
SMB       0.015855
HML      -0.032734
dtype: float64, 12388: const    -0.030296
vwretd    0.761749
SMB       0.000282
HML       0.024132
dtype: float64, 12389: const    -0.032937
vwretd    2.421889
SMB       0.019515
HML       0.006894
dtype: float64, 12390: const     0.000701
vwretd    1.430921
SMB       0.011126
HML      -0.004758
dtype: float64, 12391: const    -0.003615
vwretd    1.422110
SMB       0.004623
HML       0.002801
dtype: float64, 12392: const     0.060590
vwretd    1.482707
SMB       0.014444
HML      -0.053619
dtype: float64, 12394: const    -0.005799
vwretd    1.068668
SMB       0.004209
HML       0.013405
dtype: float64, 12395: const     0.005693
vwretd    0.812407
SMB       0.017463
HML       0.012046
dtype: float64, 12397: const    -0.007128
vwretd    0.903942
SMB       0.016286
HML       0.028183
dtype: float64, 12398: const    -0.087572
vwretd    2.397265
SMB      -0.028851
HML       0.020207
dtype: float64, 12399: const    -0.006868
vwretd   -1.590268
SMB       0.052175
HML       0.048509
dtype: float64, 12400: const     0.011951
vwretd    0.974951
SMB       0.010155
HML       0.007384
dtype: float64, 12401: const    -0.067461
vwretd    1.586594
SMB       0.028951
HML      -0.014091
dtype: float64, 12402: const     0.006995
vwretd    0.811664
SMB       0.003677
HML      -0.001326
dtype: float64, 12403: const     0.022901
vwretd    0.215054
SMB       0.019374
HML      -0.002268
dtype: float64, 12405: const     0.011845
vwretd    1.177446
SMB       0.008276
HML       0.006719
dtype: float64, 12406: const     0.019017
vwretd    0.403238
SMB      -0.008713
HML      -0.001099
dtype: float64, 12407: const     0.009593
vwretd    0.750228
SMB       0.011590
HML       0.004086
dtype: float64, 12408: const    -0.000561
vwretd    0.187136
SMB       0.011709
HML      -0.000229
dtype: float64, 12409: const     0.013016
vwretd    2.683566
SMB      -0.000594
HML       0.060560
dtype: float64, 12410: const    -0.007688
vwretd    0.846421
SMB       0.000021
HML      -0.005482
dtype: float64, 12411: const     0.011809
vwretd    1.800876
SMB       0.013996
HML      -0.002055
dtype: float64, 12412: const    -0.004798
vwretd    0.852276
SMB      -0.001631
HML       0.000789
dtype: float64, 12413: const     0.018941
vwretd    0.808881
SMB       0.022388
HML       0.010035
dtype: float64, 12415: const    -0.026695
vwretd    1.667501
SMB      -0.009261
HML      -0.001860
dtype: float64, 12416: const     0.001889
vwretd    0.241105
SMB       0.004563
HML       0.001870
dtype: float64, 12423: const     0.003806
vwretd    1.777372
SMB       0.004127
HML      -0.000016
dtype: float64, 12424: const     0.003150
vwretd    1.398215
SMB       0.031482
HML       0.023722
dtype: float64, 12431: const     0.001171
vwretd    1.238721
SMB      -0.001455
HML       0.001726
dtype: float64, 12432: const    -0.004242
vwretd    0.400614
SMB       0.039195
HML      -0.009624
dtype: float64, 12437: const     0.000507
vwretd    2.017097
SMB       0.011313
HML       0.008679
dtype: float64, 12438: const    -0.001192
vwretd    0.407420
SMB      -0.000488
HML       0.001622
dtype: float64, 12439: const    -0.090240
vwretd    3.474286
SMB       0.004366
HML      -0.008034
dtype: float64, 12440: const    -0.026497
vwretd    2.207810
SMB      -0.007103
HML       0.026406
dtype: float64, 12441: const    -0.259858
vwretd   -0.015386
SMB      -0.215818
HML       0.195388
dtype: float64, 12442: const    -0.003116
vwretd   -0.883696
SMB       0.012261
HML       0.010865
dtype: float64, 12443: const    -0.025428
vwretd    1.666381
SMB      -0.007771
HML      -0.002197
dtype: float64, 12444: const    -0.008012
vwretd    2.695809
SMB       0.034845
HML       0.007178
dtype: float64, 12445: const    -0.017253
vwretd    0.873323
SMB       0.000030
HML      -0.003794
dtype: float64, 12446: const    -0.018966
vwretd   -0.709882
SMB       0.010248
HML       0.002420
dtype: float64, 12447: const     0.002448
vwretd    0.803019
SMB       0.016168
HML      -0.000805
dtype: float64, 12448: const     0.004636
vwretd    0.974670
SMB       0.006626
HML       0.002352
dtype: float64, 12449: const     0.005310
vwretd    1.259938
SMB      -0.002803
HML       0.001709
dtype: float64, 12450: const     0.006265
vwretd    0.522488
SMB       0.005310
HML       0.004785
dtype: float64, 12451: const     0.021566
vwretd   -0.506276
SMB       0.028512
HML       0.002339
dtype: float64, 12452: const     0.014663
vwretd    0.903042
SMB       0.007183
HML      -0.003453
dtype: float64, 12453: const     0.000419
vwretd    0.082293
SMB      -0.000117
HML      -0.000084
dtype: float64, 12454: const    -0.045990
vwretd    2.699001
SMB       0.013808
HML       0.005567
dtype: float64, 12455: const    -0.034716
vwretd    2.416433
SMB       0.012016
HML       0.022781
dtype: float64, 12456: const    -0.018272
vwretd    2.236573
SMB      -0.075625
HML      -0.114275
dtype: float64, 12457: const     0.005530
vwretd    0.679733
SMB      -0.000862
HML       0.003950
dtype: float64, 12458: const    -0.002357
vwretd    1.119886
SMB       0.001011
HML       0.004748
dtype: float64, 12459: const     0.018358
vwretd    0.664958
SMB      -0.006860
HML      -0.000237
dtype: float64, 12460: const    -0.013171
vwretd    1.398861
SMB      -0.000610
HML       0.003316
dtype: float64, 12461: const    -0.003250
vwretd    1.097282
SMB       0.004093
HML       0.005679
dtype: float64, 12462: const    -0.003564
vwretd    1.056361
SMB       0.004062
HML       0.003708
dtype: float64, 12463: const     0.000238
vwretd   -0.017993
SMB       0.000892
HML       0.003581
dtype: float64, 12464: const    -0.009200
vwretd    1.036591
SMB      -0.014013
HML      -0.001109
dtype: float64, 12465: const    -0.011270
vwretd    1.301164
SMB      -0.002726
HML      -0.000269
dtype: float64, 12466: const    -0.001422
vwretd    1.294651
SMB       0.005920
HML       0.009554
dtype: float64, 12467: const     0.063619
vwretd   -2.963620
SMB      -0.017034
HML       0.009265
dtype: float64, 12468: const    -0.009246
vwretd    1.007132
SMB      -0.001645
HML       0.006702
dtype: float64, 12469: const    -0.000153
vwretd    1.047590
SMB       0.003730
HML       0.001775
dtype: float64, 12470: const    -0.001566
vwretd    1.097978
SMB       0.009464
HML       0.003920
dtype: float64, 12471: const    -0.000348
vwretd    1.075255
SMB       0.001511
HML       0.000412
dtype: float64, 12472: const    -0.008985
vwretd    1.087187
SMB      -0.001779
HML       0.002143
dtype: float64, 12473: const     0.001568
vwretd    1.455867
SMB       0.004159
HML      -0.000184
dtype: float64, 12474: const    -0.006827
vwretd    0.906725
SMB       0.004759
HML      -0.002887
dtype: float64, 12475: const     0.006014
vwretd    0.944017
SMB       0.002994
HML      -0.000385
dtype: float64, 12476: const     0.007332
vwretd    1.948749
SMB       0.009804
HML       0.012682
dtype: float64, 12477: const     0.011554
vwretd    1.025938
SMB       0.012185
HML       0.003402
dtype: float64, 12478: const    -0.004541
vwretd    2.174694
SMB       0.010910
HML       0.002061
dtype: float64, 12479: const     0.002101
vwretd    0.045600
SMB      -0.001297
HML       0.000556
dtype: float64, 12480: const     0.009655
vwretd    0.263695
SMB       0.004001
HML       0.006508
dtype: float64, 12481: const     0.024359
vwretd    0.395646
SMB      -0.000146
HML      -0.005248
dtype: float64, 12482: const    -0.013099
vwretd    1.286091
SMB       0.021463
HML      -0.000219
dtype: float64, 12483: const    -0.037437
vwretd    0.362417
SMB      -0.002946
HML      -0.002049
dtype: float64, 12484: const     0.013257
vwretd    0.379679
SMB       0.009615
HML       0.006677
dtype: float64, 12486: const    -0.008479
vwretd    0.619573
SMB      -0.003623
HML       0.001872
dtype: float64, 12487: const     0.007036
vwretd    0.350736
SMB       0.002251
HML       0.002283
dtype: float64, 12488: const     0.009393
vwretd    1.123203
SMB       0.019770
HML       0.003745
dtype: float64, 12489: const    -0.018988
vwretd    3.330424
SMB       0.016601
HML       0.023844
dtype: float64, 12490: const     0.005488
vwretd    0.909347
SMB      -0.002350
HML      -0.002274
dtype: float64, 12491: const    -0.000728
vwretd    0.293288
SMB       0.005171
HML       0.005062
dtype: float64, 12492: const    -0.002062
vwretd    1.215740
SMB      -0.005593
HML      -0.002813
dtype: float64, 12493: const     0.012808
vwretd    0.921213
SMB       0.010341
HML       0.000851
dtype: float64, 12494: const     0.003384
vwretd    1.395247
SMB       0.011030
HML       0.012769
dtype: float64, 12495: const     0.029086
vwretd    0.856391
SMB      -0.009154
HML      -0.001521
dtype: float64, 12496: const    -0.011861
vwretd    0.837964
SMB       0.022830
HML       0.014431
dtype: float64, 12497: const    -0.011342
vwretd    0.609415
SMB       0.001551
HML      -0.006187
dtype: float64, 12498: const     0.006760
vwretd    0.833221
SMB       0.001623
HML       0.002161
dtype: float64, 12499: const     0.000602
vwretd   -0.516023
SMB       0.017054
HML       0.097282
dtype: float64, 12500: const    -0.059509
vwretd    0.806964
SMB       0.006286
HML       0.004120
dtype: float64, 12501: const     0.008524
vwretd    0.778937
SMB       0.011854
HML       0.002597
dtype: float64, 12502: const     0.006320
vwretd    0.298150
SMB       0.003848
HML       0.002839
dtype: float64, 12503: const    -0.003411
vwretd    1.177465
SMB       0.002874
HML       0.002183
dtype: float64, 12504: const     0.008531
vwretd    0.655535
SMB       0.003629
HML       0.007209
dtype: float64, 12505: const     0.000079
vwretd    1.003956
SMB       0.001814
HML       0.006131
dtype: float64, 12506: const     -0.256403
vwretd    11.877063
SMB       -0.237245
HML       -0.053927
dtype: float64, 12507: const    -0.170857
vwretd    2.856052
SMB      -0.013895
HML       0.065653
dtype: float64, 12508: const    -0.004802
vwretd    0.922682
SMB      -0.000819
HML       0.001247
dtype: float64, 12509: const     0.015610
vwretd    0.217420
SMB       0.001759
HML       0.006474
dtype: float64, 12510: const    -0.003782
vwretd   -1.113807
SMB      -0.005699
HML      -0.001500
dtype: float64, 12511: const    -0.001148
vwretd    1.185602
SMB       0.008137
HML       0.007821
dtype: float64, 12512: const    -0.013052
vwretd    0.771253
SMB       0.012823
HML       0.009431
dtype: float64, 12513: const    -0.001766
vwretd    0.940059
SMB       0.002793
HML       0.003546
dtype: float64, 12514: const    -0.004433
vwretd    0.966348
SMB      -0.000012
HML       0.002242
dtype: float64, 12515: const    -0.000959
vwretd    0.973617
SMB       0.007272
HML       0.009156
dtype: float64, 12516: const    -0.002016
vwretd    0.605153
SMB       0.001841
HML       0.001384
dtype: float64, 12517: const     0.001384
vwretd    0.246217
SMB       0.000118
HML       0.000627
dtype: float64, 12518: const     0.001212
vwretd    0.219365
SMB      -0.000270
HML       0.000489
dtype: float64, 12519: const     0.000073
vwretd    0.212508
SMB      -0.000187
HML       0.000371
dtype: float64, 12520: const     0.003499
vwretd    0.105930
SMB       0.003501
HML      -0.001358
dtype: float64, 12521: const    -0.006779
vwretd    1.208628
SMB       0.010072
HML       0.003504
dtype: float64, 12522: const    -0.010860
vwretd    0.338468
SMB       0.002584
HML      -0.006304
dtype: float64, 12523: const    -0.007765
vwretd    0.995771
SMB      -0.002007
HML       0.001511
dtype: float64, 12524: const    -0.033313
vwretd    2.448414
SMB      -0.020090
HML      -0.012675
dtype: float64, 12525: const     0.003549
vwretd   -0.028409
SMB       0.049407
HML      -0.013928
dtype: float64, 12526: const    -0.041014
vwretd    1.907544
SMB       0.006104
HML      -0.007439
dtype: float64, 12527: const     0.052583
vwretd   -2.110841
SMB       0.041700
HML      -0.022795
dtype: float64, 12528: const    -0.009373
vwretd    0.977568
SMB       0.007094
HML       0.008801
dtype: float64, 12529: const    -0.003459
vwretd    1.134331
SMB      -0.003723
HML      -0.000964
dtype: float64, 12530: const     0.003871
vwretd   -1.565047
SMB       0.001001
HML      -0.005543
dtype: float64, 12531: const    -0.001768
vwretd   -3.643264
SMB       0.002157
HML      -0.008478
dtype: float64, 12532: const    -0.034110
vwretd    1.921324
SMB      -0.011041
HML      -0.019491
dtype: float64, 12533: const    -0.001890
vwretd    0.954972
SMB       0.004492
HML       0.000248
dtype: float64, 12534: const     0.004003
vwretd    0.849025
SMB       0.006590
HML      -0.003765
dtype: float64, 12535: const    -0.000219
vwretd    1.068782
SMB       0.003146
HML       0.001266
dtype: float64, 12536: const    -0.002183
vwretd    0.859317
SMB      -0.000435
HML      -0.000010
dtype: float64, 12537: const    -0.001703
vwretd    0.037583
SMB       0.000254
HML      -0.000042
dtype: float64, 12538: const    -0.002720
vwretd    1.153897
SMB       0.019132
HML       0.007222
dtype: float64, 12539: const     0.005946
vwretd    1.038942
SMB       0.001197
HML       0.000126
dtype: float64, 12540: const    -0.005821
vwretd    0.993121
SMB       0.002930
HML       0.006353
dtype: float64, 12541: const     0.007964
vwretd    1.079763
SMB      -0.006159
HML      -0.002189
dtype: float64, 12542: const    -0.003621
vwretd    1.038709
SMB       0.002490
HML       0.002797
dtype: float64, 12543: const     0.000256
vwretd    0.469699
SMB       0.001595
HML       0.001279
dtype: float64, 12545: const    -0.039212
vwretd    2.233405
SMB       0.008595
HML       0.017325
dtype: float64, 12546: const     0.000479
vwretd    1.245676
SMB      -0.001253
HML       0.001287
dtype: float64, 12547: const    -0.005286
vwretd    0.640240
SMB       0.012133
HML      -0.001368
dtype: float64, 12548: const    -0.010175
vwretd   -2.344500
SMB      -0.002469
HML      -0.011266
dtype: float64, 12549: const    -0.028283
vwretd    2.734728
SMB       0.000851
HML       0.002806
dtype: float64, 12550: const    -0.045025
vwretd    0.232783
SMB       0.011285
HML      -0.013364
dtype: float64, 12551: const    -0.054505
vwretd   -0.234052
SMB       0.013060
HML      -0.017569
dtype: float64, 12552: const    -0.005178
vwretd    0.842649
SMB      -0.001462
HML       0.003095
dtype: float64, 12553: const    -0.016160
vwretd    1.235338
SMB      -0.005957
HML       0.004656
dtype: float64, 12554: const    -0.001679
vwretd    0.935515
SMB       0.016245
HML       0.000878
dtype: float64, 12555: const    -0.007187
vwretd    0.256196
SMB      -0.011698
HML       0.002282
dtype: float64, 12556: const    -0.024529
vwretd    1.625738
SMB      -0.004390
HML       0.002492
dtype: float64, 12557: const    -0.031766
vwretd    0.696536
SMB      -0.002894
HML       0.009987
dtype: float64, 12558: const    -0.003700
vwretd    0.813606
SMB       0.001579
HML       0.007433
dtype: float64, 12559: const     0.019878
vwretd    0.338097
SMB       0.017565
HML      -0.002736
dtype: float64, 12560: const    -0.018428
vwretd    1.566805
SMB      -0.002521
HML       0.012798
dtype: float64, 12561: const    -0.002298
vwretd   -0.081083
SMB       0.000757
HML       0.003122
dtype: float64, 12562: const     0.006144
vwretd    0.738592
SMB       0.000268
HML       0.000075
dtype: float64, 12564: const    -0.008535
vwretd    0.800314
SMB      -0.001700
HML       0.003086
dtype: float64, 12565: const    -0.005071
vwretd    0.440869
SMB      -0.002001
HML       0.000500
dtype: float64, 12566: const    -0.005886
vwretd    1.540124
SMB       0.010167
HML       0.007381
dtype: float64, 12567: const    -0.016009
vwretd    0.321219
SMB      -0.006077
HML      -0.005393
dtype: float64, 12568: const    -0.020756
vwretd    0.947490
SMB       0.000593
HML       0.004305
dtype: float64, 12569: const    -0.002101
vwretd    2.146491
SMB       0.004412
HML       0.011016
dtype: float64, 12570: const    -0.002388
vwretd    1.410061
SMB      -0.000929
HML       0.006693
dtype: float64, 12571: const     0.005972
vwretd    1.017805
SMB       0.003056
HML       0.013525
dtype: float64, 12572: const    -0.046851
vwretd    1.767665
SMB       0.017929
HML       0.021452
dtype: float64, 12573: const    -0.000258
vwretd    0.415853
SMB       0.035858
HML      -0.001744
dtype: float64, 12574: const    -0.044195
vwretd    1.915199
SMB       0.018300
HML      -0.012133
dtype: float64, 12575: const     0.044180
vwretd    0.292378
SMB       0.005535
HML       0.004290
dtype: float64, 12576: const     0.007965
vwretd    1.316281
SMB       0.017575
HML      -0.017238
dtype: float64, 12577: const    -0.013671
vwretd    1.580687
SMB       0.006372
HML      -0.006993
dtype: float64, 12578: const     0.000153
vwretd    0.917585
SMB       0.000268
HML      -0.000704
dtype: float64, 12579: const    -0.053949
vwretd    2.667692
SMB       0.034743
HML       0.003338
dtype: float64, 12580: const    -0.081526
vwretd    3.680656
SMB      -0.008485
HML      -0.015328
dtype: float64, 12581: const     0.046844
vwretd    0.711276
SMB       0.006671
HML      -0.017125
dtype: float64, 12582: const     0.009299
vwretd    0.912266
SMB       0.008359
HML       0.004494
dtype: float64, 12583: const     0.013025
vwretd    0.884864
SMB       0.007452
HML      -0.002011
dtype: float64, 12584: const    -0.002829
vwretd    0.961932
SMB       0.002842
HML       0.003710
dtype: float64, 12585: const    -0.026989
vwretd   -1.960891
SMB       0.021570
HML       0.038598
dtype: float64, 12586: const    -0.032280
vwretd    1.200404
SMB       0.011040
HML      -0.003954
dtype: float64, 12587: const    -0.001501
vwretd    0.729115
SMB       0.010716
HML      -0.006677
dtype: float64, 12588: const     0.020432
vwretd    1.068448
SMB       0.002736
HML       0.009992
dtype: float64, 12589: const     0.006806
vwretd    0.525500
SMB      -0.001631
HML       0.011213
dtype: float64, 12590: const    -0.105468
vwretd    1.295558
SMB       0.071167
HML       0.020639
dtype: float64, 12591: const     0.007078
vwretd    1.711030
SMB      -0.002169
HML       0.000096
dtype: float64, 12592: const    -0.019271
vwretd    0.738696
SMB       0.026012
HML       0.008610
dtype: float64, 12593: const    -0.004630
vwretd    1.024629
SMB       0.001599
HML       0.004495
dtype: float64, 12594: const    -0.004975
vwretd    0.289914
SMB      -0.000742
HML       0.001818
dtype: float64, 12595: const    -0.000460
vwretd   -0.064211
SMB       0.001113
HML       0.002839
dtype: float64, 12596: const    -0.007100
vwretd    0.318529
SMB       0.000957
HML       0.005414
dtype: float64, 12597: const     0.036387
vwretd    0.243825
SMB       0.009953
HML      -0.012666
dtype: float64, 12598: const    -0.005034
vwretd    0.279966
SMB       0.009332
HML       0.002327
dtype: float64, 12599: const    -0.058916
vwretd    3.022664
SMB       0.041382
HML      -0.026403
dtype: float64, 12600: const     0.002784
vwretd    0.961271
SMB      -0.000866
HML       0.001695
dtype: float64, 12601: const     0.003995
vwretd    0.898182
SMB      -0.001839
HML       0.003153
dtype: float64, 12602: const    -0.003833
vwretd    1.111677
SMB       0.000002
HML      -0.001084
dtype: float64, 12603: const     0.013720
vwretd   -0.002573
SMB      -0.001180
HML       0.015499
dtype: float64, 12604: const    -0.005813
vwretd    1.279000
SMB      -0.004519
HML      -0.000803
dtype: float64, 12605: const     0.015434
vwretd    0.687475
SMB       0.009649
HML       0.012858
dtype: float64, 12606: const     0.000578
vwretd    1.082622
SMB       0.007443
HML       0.004750
dtype: float64, 12607: const     0.001048
vwretd    1.112143
SMB       0.005837
HML      -0.001408
dtype: float64, 12608: const     0.013381
vwretd    0.435697
SMB       0.004419
HML       0.018019
dtype: float64, 12609: const    -0.002624
vwretd    1.230313
SMB       0.001999
HML       0.020625
dtype: float64, 12610: const    -0.013637
vwretd    1.662279
SMB      -0.008955
HML      -0.014589
dtype: float64, 12611: const     0.012368
vwretd    0.313322
SMB      -0.003689
HML       0.012382
dtype: float64, 12612: const     0.002403
vwretd    1.016781
SMB      -0.000200
HML      -0.001689
dtype: float64, 12613: const     0.016869
vwretd    0.556031
SMB      -0.010127
HML       0.004251
dtype: float64, 12614: const    -0.008123
vwretd    1.502438
SMB       0.012061
HML      -0.016583
dtype: float64, 12615: const     0.004010
vwretd    0.808930
SMB       0.008733
HML       0.003364
dtype: float64, 12616: const     -0.032021
vwretd    13.461168
SMB       -0.383820
HML       -0.171593
dtype: float64, 12617: const    -0.034412
vwretd    1.199254
SMB       0.011821
HML      -0.011372
dtype: float64, 12618: const     0.003544
vwretd    0.750392
SMB       0.008255
HML      -0.000850
dtype: float64, 12619: const    -0.030712
vwretd    1.463611
SMB      -0.002339
HML      -0.012230
dtype: float64, 12620: const    -0.034544
vwretd    1.395396
SMB       0.006354
HML       0.003894
dtype: float64, 12621: const    -0.004144
vwretd    1.227894
SMB       0.000048
HML       0.002936
dtype: float64, 12622: const     0.009506
vwretd    1.446288
SMB      -0.001431
HML       0.002669
dtype: float64, 12623: const     0.012360
vwretd    0.782018
SMB       0.001005
HML       0.004355
dtype: float64, 12624: const    -0.002757
vwretd    0.662104
SMB      -0.000426
HML      -0.000471
dtype: float64, 12625: const     0.000797
vwretd    0.783041
SMB      -0.003089
HML       0.003317
dtype: float64, 12626: const     0.006392
vwretd    0.897649
SMB       0.001396
HML      -0.001437
dtype: float64, 12627: const     0.021774
vwretd    0.687374
SMB       0.007255
HML      -0.006128
dtype: float64, 12628: const    -0.001086
vwretd    0.659370
SMB       0.001167
HML      -0.000906
dtype: float64, 12629: const     0.005774
vwretd    0.807334
SMB       0.007110
HML       0.001311
dtype: float64, 12630: const    -0.017552
vwretd    0.799779
SMB       0.000996
HML       0.016999
dtype: float64, 12631: const     0.000092
vwretd    0.254752
SMB       0.000194
HML       0.000652
dtype: float64, 12632: const    -0.005042
vwretd   -0.108591
SMB       0.001175
HML      -0.000101
dtype: float64, 12633: const    -0.000879
vwretd   -0.426551
SMB       0.000052
HML      -0.000613
dtype: float64, 12634: const    -0.014089
vwretd    1.483208
SMB       0.024792
HML      -0.000039
dtype: float64, 12635: const     0.052338
vwretd    1.278232
SMB       0.002452
HML      -0.009750
dtype: float64, 12636: const     0.026855
vwretd    1.031228
SMB       0.018749
HML       0.000107
dtype: float64, 12637: const    -0.084604
vwretd    1.607557
SMB       0.012244
HML       0.046073
dtype: float64, 12638: const    -0.003116
vwretd    0.328573
SMB      -0.001739
HML      -0.000862
dtype: float64, 12639: const     0.005352
vwretd    0.920344
SMB       0.010826
HML      -0.000565
dtype: float64, 12640: const    -0.015248
vwretd    1.191903
SMB       0.019950
HML       0.001978
dtype: float64, 12641: const    -0.005813
vwretd    1.642607
SMB       0.005461
HML       0.003824
dtype: float64, 12642: const    -0.071337
vwretd    2.701680
SMB      -0.028091
HML      -0.056957
dtype: float64, 12643: const     0.032437
vwretd    0.309407
SMB      -0.027479
HML      -0.027328
dtype: float64, 12644: const    -0.002124
vwretd    1.440109
SMB       0.002098
HML       0.014634
dtype: float64, 12645: const     0.031604
vwretd    0.815754
SMB       0.006230
HML      -0.017643
dtype: float64, 12646: const    -0.005302
vwretd    0.986104
SMB      -0.000158
HML       0.000795
dtype: float64, 12647: const    -0.005143
vwretd    1.120996
SMB      -0.001304
HML       0.002028
dtype: float64, 12648: const    -0.008938
vwretd    1.179988
SMB      -0.003819
HML       0.006104
dtype: float64, 12649: const    -0.008832
vwretd    1.185536
SMB      -0.004970
HML       0.006477
dtype: float64, 12650: const     0.002198
vwretd    1.291788
SMB       0.006209
HML       0.008061
dtype: float64, 12651: const    -0.001899
vwretd    0.716206
SMB      -0.001071
HML       0.001247
dtype: float64, 12652: const    -0.003939
vwretd    0.697556
SMB      -0.000616
HML       0.000221
dtype: float64, 12653: const    -0.008396
vwretd    0.936658
SMB      -0.000275
HML       0.000906
dtype: float64, 12654: const    -0.005246
vwretd    0.966308
SMB      -0.000452
HML       0.001512
dtype: float64, 12655: const    -0.006148
vwretd    0.965735
SMB      -0.001501
HML       0.003033
dtype: float64, 12656: const    -0.000078
vwretd    1.048246
SMB       0.004849
HML      -0.001528
dtype: float64, 12657: const    -0.001958
vwretd    1.161874
SMB       0.004548
HML       0.005812
dtype: float64, 12658: const     0.000268
vwretd    1.045968
SMB       0.009291
HML      -0.000048
dtype: float64, 12659: const    -0.001874
vwretd    1.197706
SMB       0.008165
HML       0.006245
dtype: float64, 12660: const    -0.031513
vwretd    1.760091
SMB       0.007374
HML       0.004878
dtype: float64, 12661: const    -0.009075
vwretd    0.001442
SMB       0.045910
HML       0.008935
dtype: float64, 12662: const    -0.005877
vwretd    0.870192
SMB      -0.001110
HML       0.002480
dtype: float64, 12663: const    -0.072174
vwretd    4.134448
SMB      -0.033965
HML      -0.067268
dtype: float64, 12664: const    -0.006668
vwretd    1.249877
SMB      -0.000603
HML       0.000222
dtype: float64, 12665: const    -0.016977
vwretd    1.396753
SMB      -0.001484
HML       0.001481
dtype: float64, 12666: const     0.000738
vwretd    0.094820
SMB       0.000173
HML       0.000542
dtype: float64, 12667: const    -0.014776
vwretd    1.176020
SMB       0.002021
HML      -0.007010
dtype: float64, 12668: const     0.012436
vwretd    0.820111
SMB       0.001891
HML       0.006448
dtype: float64, 12669: const     0.001389
vwretd    0.979615
SMB       0.003899
HML       0.001735
dtype: float64, 12670: const    -0.020323
vwretd    1.510733
SMB      -0.013092
HML       0.003760
dtype: float64, 12671: const    -0.006023
vwretd    0.188795
SMB       0.001356
HML       0.002820
dtype: float64, 12672: const    -0.001043
vwretd   -0.013994
SMB       0.001125
HML       0.002420
dtype: float64, 12673: const    -0.002276
vwretd    0.799946
SMB      -0.001205
HML       0.001367
dtype: float64, 12674: const     0.008734
vwretd   -0.040844
SMB      -0.001232
HML      -0.001565
dtype: float64, 12675: const    -0.000101
vwretd    0.222475
SMB      -0.000753
HML      -0.001140
dtype: float64, 12676: const     0.001583
vwretd    0.179294
SMB      -0.000609
HML      -0.000668
dtype: float64, 12677: const    -0.018913
vwretd    1.775731
SMB       0.016876
HML      -0.011894
dtype: float64, 12678: const    -0.026680
vwretd    0.605726
SMB       0.013341
HML       0.002304
dtype: float64, 12679: const    -0.024701
vwretd    0.791112
SMB       0.007821
HML      -0.007625
dtype: float64, 12680: const    -0.006809
vwretd    1.170080
SMB       0.007170
HML      -0.009957
dtype: float64, 12681: const     0.005650
vwretd    0.996532
SMB       0.000456
HML      -0.001295
dtype: float64, 12682: const     0.023539
vwretd    0.596626
SMB      -0.003695
HML       0.006061
dtype: float64, 12683: const    -0.002047
vwretd    1.270621
SMB      -0.005534
HML       0.000130
dtype: float64, 12684: const    -0.010123
vwretd    1.255565
SMB       0.002100
HML       0.009885
dtype: float64, 12685: const    -0.005621
vwretd    1.354420
SMB       0.006728
HML       0.008801
dtype: float64, 12686: const     0.018365
vwretd    0.858278
SMB       0.019832
HML       0.006528
dtype: float64, 12687: const    -0.051435
vwretd    0.664026
SMB       0.013724
HML      -0.002908
dtype: float64, 12688: const     0.015291
vwretd    0.257082
SMB       0.012101
HML       0.001863
dtype: float64, 12689: const    -0.011900
vwretd    0.832206
SMB       0.004736
HML       0.012326
dtype: float64, 12690: const    -0.008088
vwretd    1.550492
SMB      -0.000233
HML      -0.004463
dtype: float64, 12691: const     0.013625
vwretd    2.480223
SMB       0.035398
HML      -0.011916
dtype: float64, 12692: const    -0.334833
vwretd    1.438144
SMB      -0.261739
HML      -0.142799
dtype: float64, 12693: const    -0.001074
vwretd    1.338092
SMB       0.005628
HML       0.004504
dtype: float64, 12694: const    -0.008377
vwretd    0.706278
SMB       0.012408
HML      -0.006979
dtype: float64, 12695: const    -0.009111
vwretd    1.342851
SMB       0.001430
HML      -0.008567
dtype: float64, 12696: const     0.001765
vwretd    0.752897
SMB       0.012247
HML       0.004130
dtype: float64, 12697: const    -0.022786
vwretd    1.488466
SMB       0.007741
HML       0.001124
dtype: float64, 12698: const    -0.015455
vwretd    1.975895
SMB       0.032547
HML      -0.024248
dtype: float64, 12699: const     0.008197
vwretd    0.187787
SMB       0.014750
HML      -0.005572
dtype: float64, 12700: const    -0.029463
vwretd    2.956120
SMB       0.060993
HML      -0.024711
dtype: float64, 12706: const     0.000583
vwretd    1.150998
SMB      -0.000782
HML       0.005782
dtype: float64, 12707: const    -0.132317
vwretd    4.108928
SMB      -0.002600
HML       0.018595
dtype: float64, 12714: const    -0.115496
vwretd    4.766656
SMB      -0.039054
HML       0.006015
dtype: float64, 12715: const    -0.016474
vwretd    1.001897
SMB       0.010122
HML      -0.002348
dtype: float64, 12717: const    -0.000570
vwretd    1.204560
SMB       0.003711
HML       0.003556
dtype: float64, 12718: const     0.022539
vwretd    0.888332
SMB       0.011654
HML       0.003239
dtype: float64, 12719: const    -0.005705
vwretd    2.194866
SMB       0.031287
HML      -0.020950
dtype: float64, 12720: const    -0.011621
vwretd    1.003806
SMB       0.007492
HML       0.003624
dtype: float64, 12722: const     0.008873
vwretd    0.772489
SMB       0.014336
HML       0.006620
dtype: float64, 12723: const    -0.005206
vwretd    1.453877
SMB       0.004855
HML       0.012786
dtype: float64, 12725: const     0.037498
vwretd   -4.748452
SMB      -0.002550
HML       0.036394
dtype: float64, 12726: const    -0.038888
vwretd    4.630428
SMB       0.011201
HML      -0.048531
dtype: float64, 12727: const     0.008809
vwretd   -3.131495
SMB       0.002734
HML      -0.014189
dtype: float64, 12728: const    -0.044108
vwretd    3.496883
SMB      -0.001296
HML       0.008581
dtype: float64, 12729: const    -0.001956
vwretd    1.067057
SMB      -0.001486
HML       0.000269
dtype: float64, 12730: const     0.002337
vwretd    0.909571
SMB      -0.000916
HML      -0.000196
dtype: float64, 12732: const    -0.011602
vwretd    0.990619
SMB       0.000634
HML       0.002252
dtype: float64, 12734: const    -0.014667
vwretd    2.124846
SMB      -0.000371
HML      -0.036078
dtype: float64, 12738: const    -0.020393
vwretd    1.557415
SMB       0.003014
HML       0.013726
dtype: float64, 12739: const    -0.005706
vwretd    0.564671
SMB      -0.001851
HML       0.003300
dtype: float64, 12740: const    -0.002810
vwretd    0.358707
SMB      -0.001252
HML       0.001173
dtype: float64, 12741: const    -0.000527
vwretd    0.750623
SMB       0.000261
HML       0.001902
dtype: float64, 12742: const     0.013034
vwretd    1.531998
SMB       0.002436
HML      -0.008665
dtype: float64, 12743: const    -0.225889
vwretd    3.759122
SMB      -0.033081
HML       0.047852
dtype: float64, 12744: const    -0.001778
vwretd    0.396023
SMB      -0.002013
HML       0.000215
dtype: float64, 12745: const    -0.012762
vwretd    1.548221
SMB       0.002687
HML       0.010119
dtype: float64, 12746: const    -0.033261
vwretd    1.978105
SMB       0.011308
HML       0.007324
dtype: float64, 12747: const     0.001894
vwretd    0.899825
SMB       0.005289
HML       0.003923
dtype: float64, 12748: const    -0.001131
vwretd    0.559942
SMB       0.001776
HML       0.001017
dtype: float64, 12749: const    -0.000733
vwretd    0.941643
SMB       0.002183
HML      -0.001859
dtype: float64, 12750: const     0.026842
vwretd    1.500063
SMB      -0.001075
HML       0.003632
dtype: float64, 12751: const    -0.001573
vwretd    0.866323
SMB       0.027011
HML      -0.000424
dtype: float64, 12752: const    -0.003055
vwretd    0.929636
SMB      -0.001903
HML       0.000299
dtype: float64, 12753: const     0.002476
vwretd    0.702637
SMB      -0.002924
HML       0.000306
dtype: float64, 12754: const    -0.001244
vwretd    1.397756
SMB       0.004844
HML       0.004180
dtype: float64, 12755: const    -0.110249
vwretd    3.256869
SMB       0.031462
HML       0.007603
dtype: float64, 12756: const    -0.009070
vwretd    1.462734
SMB       0.009652
HML       0.007253
dtype: float64, 12757: const    -0.000425
vwretd    0.779515
SMB       0.002918
HML      -0.002963
dtype: float64, 12758: const     0.009535
vwretd    0.883940
SMB       0.005635
HML       0.004865
dtype: float64, 12759: const     0.032032
vwretd    1.028073
SMB       0.015103
HML       0.000650
dtype: float64, 12760: const    -0.044519
vwretd    0.863155
SMB       0.009331
HML      -0.011391
dtype: float64, 12761: const     0.002964
vwretd    0.973182
SMB       0.005349
HML       0.003016
dtype: float64, 12762: const    -0.008416
vwretd    1.422075
SMB       0.015895
HML       0.002691
dtype: float64, 12763: const     0.002752
vwretd    0.789846
SMB       0.007468
HML       0.003764
dtype: float64, 12764: const    -0.007861
vwretd    1.600320
SMB       0.007699
HML      -0.004897
dtype: float64, 12765: const     0.003721
vwretd    0.473226
SMB       0.032106
HML       0.003013
dtype: float64, 12766: const     0.007444
vwretd    0.771731
SMB       0.005470
HML      -0.005057
dtype: float64, 12767: const     0.003610
vwretd    0.647195
SMB       0.007974
HML       0.006609
dtype: float64, 12768: const     0.003578
vwretd    0.772297
SMB      -0.005976
HML      -0.000915
dtype: float64, 12769: const     0.001232
vwretd    1.271563
SMB       0.008264
HML      -0.003273
dtype: float64, 12770: const     0.002238
vwretd    0.425423
SMB      -0.005485
HML       0.007279
dtype: float64, 12771: const    -0.000630
vwretd    1.262893
SMB       0.006897
HML      -0.003343
dtype: float64, 12772: const     0.006559
vwretd    0.337067
SMB      -0.004193
HML       0.010971
dtype: float64, 12773: const     0.008386
vwretd    0.087531
SMB       0.006126
HML       0.000947
dtype: float64, 12774: const     0.183565
vwretd   -2.494376
SMB       0.128719
HML      -0.070463
dtype: float64, 12775: const    -0.003051
vwretd    0.995645
SMB      -0.000935
HML       0.006451
dtype: float64, 12776: const     0.000054
vwretd    0.868823
SMB      -0.001707
HML       0.002553
dtype: float64, 12777: const    -0.002811
vwretd    1.058778
SMB      -0.001285
HML       0.002073
dtype: float64, 12778: const    -0.001074
vwretd    0.859785
SMB      -0.000856
HML       0.002637
dtype: float64, 12779: const     0.001141
vwretd    1.112586
SMB      -0.001063
HML      -0.005022
dtype: float64, 12780: const    -0.001951
vwretd    1.206235
SMB      -0.006397
HML      -0.004506
dtype: float64, 12781: const     0.001166
vwretd    0.501458
SMB       0.003735
HML       0.003915
dtype: float64, 12782: const    -0.001585
vwretd    0.979700
SMB      -0.005874
HML       0.003786
dtype: float64, 12783: const    -0.004328
vwretd    1.116930
SMB       0.006704
HML       0.005393
dtype: float64, 12784: const    -0.052644
vwretd   -0.352428
SMB      -0.011211
HML      -0.012987
dtype: float64, 12785: const    -0.007804
vwretd    1.203858
SMB       0.014434
HML       0.006528
dtype: float64, 12786: const     0.003151
vwretd    1.265371
SMB       0.005469
HML       0.014579
dtype: float64, 12787: const     0.014465
vwretd    1.611652
SMB       0.017277
HML      -0.006151
dtype: float64, 12788: const    -0.010381
vwretd    2.279234
SMB       0.014984
HML       0.015008
dtype: float64, 12789: const    -0.004947
vwretd    1.675158
SMB       0.007835
HML      -0.002190
dtype: float64, 12791: const     0.004747
vwretd    0.838102
SMB       0.008669
HML      -0.005426
dtype: float64, 12792: const    -0.018890
vwretd    0.592170
SMB       0.030591
HML       0.003811
dtype: float64, 12793: const    -0.042263
vwretd    5.739428
SMB       0.044665
HML      -0.057086
dtype: float64, 12794: const     0.006606
vwretd   -0.214231
SMB       0.013188
HML       0.002800
dtype: float64, 12795: const    -0.018772
vwretd    1.730030
SMB       0.009256
HML       0.004221
dtype: float64, 12796: const     0.000782
vwretd    0.902213
SMB       0.008952
HML       0.010720
dtype: float64, 12797: const    -0.049688
vwretd    1.178771
SMB       0.011798
HML       0.011831
dtype: float64, 12798: const    -0.003681
vwretd    1.368962
SMB      -0.000352
HML      -0.001554
dtype: float64, 12799: const    -0.008602
vwretd    1.843722
SMB      -0.001762
HML      -0.003486
dtype: float64, 12802: const    -0.000397
vwretd    0.940209
SMB       0.006487
HML       0.004429
dtype: float64, 12803: const     0.019298
vwretd    0.635177
SMB       0.002685
HML       0.000569
dtype: float64, 12810: const    -0.011798
vwretd    1.130178
SMB       0.007368
HML       0.016516
dtype: float64, 12811: const    -0.007215
vwretd    0.585911
SMB       0.004916
HML       0.001705
dtype: float64, 12826: const    -0.004286
vwretd    1.213207
SMB       0.000893
HML       0.002277
dtype: float64, 12827: const    -0.007793
vwretd    0.480720
SMB      -0.000841
HML      -0.000293
dtype: float64, 12828: const    -0.012493
vwretd    1.438790
SMB       0.006854
HML       0.010238
dtype: float64, 12829: const     0.004199
vwretd    0.863549
SMB       0.001238
HML      -0.000506
dtype: float64, 12831: const    -0.002911
vwretd    0.667275
SMB       0.002092
HML       0.001798
dtype: float64, 12832: const    -0.000323
vwretd    0.201292
SMB      -0.000308
HML      -0.000405
dtype: float64, 12833: const    -0.004789
vwretd    1.076180
SMB      -0.001958
HML       0.003894
dtype: float64, 12834: const    -0.001524
vwretd    1.152783
SMB       0.000851
HML       0.001200
dtype: float64, 12835: const    -0.018112
vwretd    1.771088
SMB       0.014487
HML       0.005771
dtype: float64, 12836: const    -0.025553
vwretd    1.549506
SMB      -0.000293
HML       0.007663
dtype: float64, 12837: const     0.002906
vwretd    0.620928
SMB      -0.001250
HML       0.001858
dtype: float64, 12838: const    -0.200526
vwretd    5.318673
SMB       0.074771
HML       0.017733
dtype: float64, 12839: const    -0.011165
vwretd    2.102854
SMB       0.004242
HML       0.013003
dtype: float64, 12840: const    -0.017096
vwretd    1.069515
SMB       0.009142
HML       0.011617
dtype: float64, 12841: const    -0.001860
vwretd    0.601023
SMB      -0.000472
HML       0.002237
dtype: float64, 12842: const     0.000818
vwretd    0.739897
SMB      -0.000943
HML       0.001515
dtype: float64, 12843: const    -0.009688
vwretd    0.918086
SMB      -0.005754
HML       0.005588
dtype: float64, 12844: const    -0.003047
vwretd    0.909633
SMB      -0.001232
HML       0.002295
dtype: float64, 12845: const     0.004038
vwretd    0.623189
SMB      -0.002963
HML       0.002293
dtype: float64, 12846: const    -0.048556
vwretd    1.613154
SMB       0.017329
HML       0.015701
dtype: float64, 12847: const     0.002998
vwretd    0.701860
SMB       0.000766
HML       0.001667
dtype: float64, 12848: const    -0.020046
vwretd    3.414412
SMB      -0.000397
HML       0.003747
dtype: float64, 12849: const     0.008924
vwretd   -3.607120
SMB      -0.032740
HML       0.023297
dtype: float64, 12850: const    -0.002283
vwretd   -0.982111
SMB       0.000235
HML       0.000670
dtype: float64, 12851: const    -0.021065
vwretd   -1.650309
SMB      -0.001532
HML      -0.013812
dtype: float64, 12852: const     0.008715
vwretd    2.428949
SMB      -0.003122
HML      -0.003261
dtype: float64, 12853: const     0.025127
vwretd    0.290281
SMB       0.015685
HML      -0.003322
dtype: float64, 12854: const    -0.010593
vwretd    0.893388
SMB      -0.002385
HML       0.002280
dtype: float64, 12855: const    -0.033228
vwretd    1.202907
SMB       0.011698
HML      -0.002172
dtype: float64, 12856: const    -0.013119
vwretd    1.368092
SMB      -0.004258
HML       0.004214
dtype: float64, 12857: const    -0.009060
vwretd    1.183010
SMB       0.000116
HML       0.005061
dtype: float64, 12858: const     0.000111
vwretd    1.163087
SMB      -0.003994
HML       0.003575
dtype: float64, 12859: const    -0.012752
vwretd    1.457876
SMB      -0.000183
HML       0.004012
dtype: float64, 12860: const    -0.012043
vwretd    1.639587
SMB       0.015840
HML      -0.001383
dtype: float64, 12861: const    -0.001671
vwretd    1.036901
SMB       0.005863
HML       0.001916
dtype: float64, 12862: const     0.214733
vwretd   -0.966989
SMB      -0.016472
HML      -0.277032
dtype: float64, 12863: const    -0.018893
vwretd    1.467651
SMB      -0.005878
HML      -0.003918
dtype: float64, 12864: const    -0.013824
vwretd    1.376720
SMB      -0.004113
HML      -0.000889
dtype: float64, 12865: const    -0.025765
vwretd    1.210556
SMB       0.027570
HML      -0.012998
dtype: float64, 12867: const    -0.009112
vwretd    1.048992
SMB       0.001135
HML       0.004545
dtype: float64, 12868: const    -0.003105
vwretd    1.020777
SMB       0.003705
HML       0.002002
dtype: float64, 12870: const     0.000680
vwretd    0.058919
SMB       0.000143
HML       0.000300
dtype: float64, 12871: const    -0.005274
vwretd    1.098166
SMB       0.010528
HML       0.015741
dtype: float64, 12872: const     0.008434
vwretd    1.528100
SMB       0.004452
HML       0.013294
dtype: float64, 12873: const     0.012533
vwretd   -0.203532
SMB       0.028980
HML      -0.014816
dtype: float64, 12874: const     0.000093
vwretd    0.346727
SMB       0.000309
HML       0.000987
dtype: float64, 12875: const     0.002419
vwretd    1.084080
SMB      -0.000676
HML       0.000479
dtype: float64, 12876: const     0.000364
vwretd    1.001721
SMB      -0.000406
HML       0.005144
dtype: float64, 12877: const    -0.011795
vwretd    1.780552
SMB       0.010550
HML       0.005490
dtype: float64, 12878: const     0.003686
vwretd    0.174239
SMB       0.002592
HML      -0.011213
dtype: float64, 12879: const     0.029526
vwretd    0.324944
SMB       0.041931
HML       0.000855
dtype: float64, 12880: const    -0.009922
vwretd    1.015020
SMB       0.011865
HML       0.005967
dtype: float64, 12881: const    -0.005775
vwretd    0.739145
SMB       0.016191
HML       0.005601
dtype: float64, 12882: const     0.003028
vwretd    1.032221
SMB       0.009119
HML      -0.003283
dtype: float64, 12883: const    -0.089224
vwretd   -0.511762
SMB       0.002632
HML       0.025712
dtype: float64, 12884: const     0.008697
vwretd    0.376696
SMB       0.012216
HML       0.006543
dtype: float64, 12885: const     0.003148
vwretd    1.296712
SMB       0.007449
HML       0.005507
dtype: float64, 12886: const     0.002047
vwretd    0.652216
SMB      -0.001018
HML       0.002417
dtype: float64, 12887: const    -0.111727
vwretd    1.217465
SMB       0.024242
HML       0.001373
dtype: float64, 12888: const    -0.005062
vwretd    1.211055
SMB       0.003613
HML       0.004635
dtype: float64, 12889: const    -0.124935
vwretd    1.310105
SMB      -0.048408
HML       0.005428
dtype: float64, 12890: const    -0.064610
vwretd    1.358022
SMB       0.006571
HML       0.011465
dtype: float64, 12891: const    -0.010926
vwretd    0.719320
SMB      -0.005986
HML      -0.002233
dtype: float64, 12892: const    -0.006083
vwretd    1.425496
SMB       0.001216
HML       0.019641
dtype: float64, 12893: const     0.002279
vwretd    0.678253
SMB       0.002945
HML      -0.003249
dtype: float64, 12894: const    -0.066844
vwretd    3.566467
SMB      -0.009782
HML       0.019548
dtype: float64, 12895: const    -0.003272
vwretd    1.032463
SMB      -0.000607
HML       0.002539
dtype: float64, 12896: const     0.003350
vwretd    0.885800
SMB      -0.001282
HML       0.000113
dtype: float64, 12897: const    -0.133628
vwretd    3.143755
SMB       0.027790
HML       0.046825
dtype: float64, 12898: const    -0.016771
vwretd    1.611587
SMB       0.001572
HML       0.008642
dtype: float64, 12899: const    -0.000316
vwretd    0.303610
SMB      -0.000595
HML      -0.001809
dtype: float64, 12900: const     0.024056
vwretd    0.981232
SMB      -0.006796
HML      -0.001891
dtype: float64, 12901: const    -0.000333
vwretd    0.820509
SMB       0.002259
HML      -0.002055
dtype: float64, 12902: const    -0.001580
vwretd    0.340919
SMB       0.000807
HML       0.000259
dtype: float64, 12903: const    -0.092762
vwretd    3.677540
SMB      -0.007920
HML      -0.006021
dtype: float64, 12904: const    -0.000009
vwretd    0.106650
SMB      -0.000700
HML      -0.001304
dtype: float64, 12905: const    -0.003462
vwretd    1.156846
SMB       0.004631
HML       0.010823
dtype: float64, 12906: const     0.002037
vwretd    1.573365
SMB       0.015647
HML       0.015606
dtype: float64, 12907: const     0.015409
vwretd    4.841651
SMB       0.060007
HML      -0.044918
dtype: float64, 12908: const     0.000963
vwretd    0.314626
SMB       0.016138
HML       0.005766
dtype: float64, 12909: const    -0.000694
vwretd    0.869157
SMB       0.000928
HML       0.009782
dtype: float64, 12910: const    -0.024328
vwretd    0.522002
SMB       0.006507
HML       0.009378
dtype: float64, 12911: const    -0.002135
vwretd    0.274462
SMB      -0.001378
HML      -0.001091
dtype: float64, 12912: const    -0.030815
vwretd    1.462317
SMB       0.012964
HML       0.000183
dtype: float64, 12913: const     0.003289
vwretd    1.393275
SMB       0.018224
HML       0.007297
dtype: float64, 12914: const     0.010715
vwretd    0.579520
SMB       0.006298
HML       0.000469
dtype: float64, 12915: const    -0.013210
vwretd    1.463552
SMB      -0.000431
HML       0.030837
dtype: float64, 12916: const     0.001265
vwretd    0.975413
SMB       0.005054
HML       0.002792
dtype: float64, 12917: const    -0.010272
vwretd    0.696024
SMB       0.015334
HML       0.017127
dtype: float64, 12918: const     0.001952
vwretd    0.856559
SMB       0.007412
HML       0.004880
dtype: float64, 12919: const     0.031324
vwretd    1.118322
SMB       0.013265
HML      -0.006556
dtype: float64, 12920: const     0.000986
vwretd    0.468955
SMB       0.002590
HML       0.002576
dtype: float64, 12921: const     0.019835
vwretd   -0.388461
SMB       0.008199
HML       0.003262
dtype: float64, 12922: const    -0.013932
vwretd    1.250624
SMB       0.004909
HML      -0.015782
dtype: float64, 12923: const     0.000341
vwretd    1.091465
SMB       0.002105
HML      -0.004733
dtype: float64, 12924: const    -0.016993
vwretd    0.886304
SMB       0.008157
HML      -0.000594
dtype: float64, 12925: const     0.004287
vwretd    1.687070
SMB       0.008745
HML       0.000363
dtype: float64, 12926: const     0.016079
vwretd    0.467740
SMB       0.009295
HML      -0.004700
dtype: float64, 12927: const     0.006957
vwretd    1.501681
SMB       0.009283
HML      -0.003414
dtype: float64, 12928: const    -0.028932
vwretd    0.528680
SMB       0.006839
HML      -0.010361
dtype: float64, 12933: const     0.001267
vwretd    0.819298
SMB       0.015184
HML       0.003554
dtype: float64, 12934: const    -0.004528
vwretd    0.795084
SMB       0.003647
HML       0.004581
dtype: float64, 12941: const    -0.001283
vwretd    1.189960
SMB       0.002767
HML       0.001104
dtype: float64, 12942: const    -0.037086
vwretd    0.962521
SMB       0.014707
HML       0.011406
dtype: float64, 12946: const    -0.007643
vwretd    1.341544
SMB      -0.003101
HML       0.000530
dtype: float64, 12947: const    -0.009729
vwretd    0.867690
SMB      -0.004674
HML       0.000297
dtype: float64, 12948: const     0.003260
vwretd    0.707285
SMB      -0.000367
HML       0.001063
dtype: float64, 12949: const    -0.004932
vwretd    0.883421
SMB      -0.000521
HML       0.001559
dtype: float64, 12950: const    -0.002549
vwretd    0.956013
SMB      -0.000714
HML       0.000472
dtype: float64, 12951: const    -0.002269
vwretd    0.927430
SMB      -0.000345
HML       0.000417
dtype: float64, 12952: const     0.018159
vwretd   -0.034943
SMB      -0.008056
HML      -0.024849
dtype: float64, 12953: const    -0.005666
vwretd    1.216535
SMB       0.002463
HML       0.004586
dtype: float64, 12954: const    -0.014692
vwretd   -0.155598
SMB      -0.000958
HML      -0.001342
dtype: float64, 12955: const     0.002356
vwretd    1.154857
SMB       0.010204
HML      -0.000237
dtype: float64, 12956: const    -0.000238
vwretd    1.122694
SMB       0.003962
HML       0.001194
dtype: float64, 12957: const    -0.025770
vwretd    1.139894
SMB       0.002009
HML       0.004734
dtype: float64, 12959: const     0.034002
vwretd   -3.297677
SMB       0.024293
HML      -0.027822
dtype: float64, 12960: const     0.015427
vwretd    0.507421
SMB       0.016560
HML       0.002423
dtype: float64, 12961: const     0.009057
vwretd   -0.573439
SMB       0.005300
HML       0.010166
dtype: float64, 12962: const     0.021590
vwretd    1.911798
SMB       0.002012
HML       0.000337
dtype: float64, 12963: const    -0.071114
vwretd    2.408801
SMB      -0.002100
HML       0.010444
dtype: float64, 12964: const     0.001347
vwretd    0.236602
SMB      -0.003438
HML      -0.002719
dtype: float64, 12965: const     0.007108
vwretd    0.278298
SMB       0.004605
HML      -0.006292
dtype: float64, 12966: const    -0.049095
vwretd   -0.298106
SMB      -0.011140
HML       0.021081
dtype: float64, 12967: const     0.030586
vwretd    0.295686
SMB       0.014489
HML       0.000073
dtype: float64, 12968: const    -0.021154
vwretd    0.922463
SMB       0.001326
HML      -0.006230
dtype: float64, 12969: const     0.000702
vwretd    1.163120
SMB       0.002086
HML       0.002886
dtype: float64, 12970: const     0.193148
vwretd   -7.170440
SMB       0.042497
HML       0.493853
dtype: float64, 12971: const     0.034798
vwretd   -2.177781
SMB      -0.006254
HML       0.005807
dtype: float64, 12972: const    -0.010745
vwretd    1.110300
SMB      -0.002676
HML       0.005198
dtype: float64, 12973: const     0.000840
vwretd    0.040348
SMB      -0.005375
HML       0.003094
dtype: float64, 12974: const    -0.003286
vwretd    1.101391
SMB       0.001094
HML       0.006956
dtype: float64, 12975: const     0.000112
vwretd    1.047778
SMB       0.001797
HML       0.001361
dtype: float64, 12976: const     0.001875
vwretd    1.142219
SMB       0.000819
HML       0.001971
dtype: float64, 12977: const     0.056073
vwretd    0.472433
SMB       0.002799
HML      -0.004290
dtype: float64, 12978: const    -0.003446
vwretd    0.962536
SMB      -0.000515
HML       0.004913
dtype: float64, 12979: const     0.000225
vwretd    0.095974
SMB      -0.000172
HML      -0.000171
dtype: float64, 12980: const     0.000047
vwretd    0.136606
SMB      -0.000535
HML      -0.000800
dtype: float64, 12981: const    -0.000550
vwretd    1.443630
SMB       0.001142
HML       0.000084
dtype: float64, 12982: const     0.001381
vwretd    1.062050
SMB       0.003725
HML      -0.000469
dtype: float64, 12983: const     0.002324
vwretd   -0.331793
SMB      -0.000840
HML      -0.006138
dtype: float64, 12984: const    -0.002221
vwretd    1.037718
SMB       0.015500
HML       0.005119
dtype: float64, 12986: const    -0.002366
vwretd    0.191468
SMB      -0.000006
HML       0.007776
dtype: float64, 12987: const    -0.030577
vwretd   -0.258845
SMB      -0.017087
HML       0.049016
dtype: float64, 12988: const    -0.003853
vwretd    0.118215
SMB       0.006145
HML       0.001805
dtype: float64, 12989: const    -0.008501
vwretd   -0.020030
SMB      -0.000849
HML      -0.003244
dtype: float64, 12990: const    -0.018670
vwretd    0.307877
SMB       0.011475
HML       0.014220
dtype: float64, 12991: const     0.005051
vwretd   -0.485734
SMB      -0.005033
HML      -0.002210
dtype: float64, 12992: const    -0.012823
vwretd    0.964865
SMB       0.027068
HML       0.010041
dtype: float64, 12993: const     0.011361
vwretd    0.550615
SMB       0.007157
HML      -0.001806
dtype: float64, 12994: const     0.007732
vwretd    0.649691
SMB      -0.005953
HML      -0.002838
dtype: float64, 12995: const    -0.000377
vwretd    0.241902
SMB      -0.001405
HML      -0.000922
dtype: float64, 12996: const     0.000086
vwretd    0.162692
SMB      -0.000493
HML      -0.000739
dtype: float64, 12997: const     0.001849
vwretd    0.943029
SMB       0.005761
HML      -0.001656
dtype: float64, 12998: const     0.002312
vwretd    1.079101
SMB       0.005554
HML      -0.003336
dtype: float64, 12999: const     0.003465
vwretd    1.025737
SMB       0.004204
HML       0.002028
dtype: float64, 13000: const    -0.009189
vwretd    0.414425
SMB      -0.001178
HML       0.002723
dtype: float64, 13001: const    -0.005041
vwretd   -0.002108
SMB       0.000262
HML       0.001809
dtype: float64, 13002: const     0.001129
vwretd    0.141509
SMB       0.001389
HML       0.004054
dtype: float64, 13003: const    -0.005027
vwretd    1.101955
SMB      -0.004198
HML       0.000837
dtype: float64, 13004: const    -0.004896
vwretd    1.779504
SMB       0.014909
HML       0.027650
dtype: float64, 13005: const    -0.003206
vwretd   -0.318544
SMB      -0.005138
HML      -0.016319
dtype: float64, 13006: const     0.004230
vwretd    0.646823
SMB       0.005595
HML       0.005895
dtype: float64, 13007: const     0.004083
vwretd    0.464039
SMB       0.009025
HML       0.005797
dtype: float64, 13008: const     0.015053
vwretd    0.848267
SMB       0.001174
HML       0.001086
dtype: float64, 13009: const     0.016002
vwretd    0.869269
SMB       0.001763
HML       0.001207
dtype: float64, 13012: const    -0.000363
vwretd    0.991403
SMB       0.008860
HML       0.001841
dtype: float64, 13013: const    -0.054109
vwretd    1.833360
SMB      -0.008553
HML       0.029131
dtype: float64, 13014: const     0.007972
vwretd    0.339715
SMB      -0.001953
HML      -0.000179
dtype: float64, 13015: const     0.006624
vwretd    0.432493
SMB       0.003332
HML      -0.002700
dtype: float64, 13016: const     0.000107
vwretd    0.973687
SMB       0.000150
HML       0.002889
dtype: float64, 13017: const    -0.003085
vwretd    0.150163
SMB      -0.000803
HML      -0.000422
dtype: float64, 13018: const     0.020082
vwretd    1.007753
SMB       0.006792
HML      -0.008762
dtype: float64, 13019: const     0.010345
vwretd    0.639198
SMB       0.010760
HML      -0.000220
dtype: float64, 13021: const     0.114478
vwretd    0.001572
SMB      -0.025410
HML      -0.097119
dtype: float64, 13022: const    -0.002979
vwretd    0.893035
SMB      -0.001760
HML       0.000011
dtype: float64, 13023: const    -0.004920
vwretd    0.409547
SMB      -0.002041
HML       0.000990
dtype: float64, 13024: const     0.000580
vwretd    0.651500
SMB      -0.002396
HML      -0.000507
dtype: float64, 13025: const    -0.003640
vwretd    0.617674
SMB      -0.001054
HML       0.000964
dtype: float64, 13026: const    -0.001549
vwretd    0.642122
SMB      -0.002049
HML      -0.000890
dtype: float64, 13027: const     0.002266
vwretd    0.768694
SMB      -0.002805
HML      -0.000766
dtype: float64, 13028: const     0.004942
vwretd   -0.092572
SMB       0.002042
HML      -0.001215
dtype: float64, 13029: const    -0.000879
vwretd    2.501893
SMB      -0.003609
HML       0.003096
dtype: float64, 13030: const    -0.026761
vwretd   -5.736556
SMB       0.004752
HML      -0.009904
dtype: float64, 13031: const     0.019485
vwretd   -1.348257
SMB       0.010354
HML      -0.010294
dtype: float64, 13032: const    -0.021692
vwretd    0.984578
SMB      -0.008484
HML       0.009800
dtype: float64, 13033: const     0.002727
vwretd    0.897306
SMB      -0.002095
HML       0.002322
dtype: float64, 13034: const    -0.011883
vwretd    1.774293
SMB       0.004763
HML       0.011870
dtype: float64, 13035: const     0.004412
vwretd    1.092711
SMB      -0.000203
HML       0.000343
dtype: float64, 13036: const     0.016769
vwretd    0.286162
SMB       0.000704
HML       0.000424
dtype: float64, 13037: const     0.007347
vwretd    0.696911
SMB       0.004487
HML       0.004632
dtype: float64, 13038: const    -0.043117
vwretd    1.907597
SMB       0.010059
HML       0.002311
dtype: float64, 13039: const     0.010004
vwretd    0.554308
SMB      -0.009465
HML      -0.000816
dtype: float64, 13040: const    -0.006988
vwretd    0.921842
SMB       0.015721
HML       0.006915
dtype: float64, 13041: const     0.009213
vwretd    0.512731
SMB       0.001431
HML       0.000623
dtype: float64, 13042: const     0.002411
vwretd    1.092375
SMB       0.007788
HML      -0.000432
dtype: float64, 13043: const    -0.006129
vwretd    1.158801
SMB       0.006909
HML       0.001466
dtype: float64, 13044: const    -0.005061
vwretd    0.993240
SMB       0.005543
HML       0.002177
dtype: float64, 13045: const    -0.003013
vwretd    1.412731
SMB       0.011563
HML      -0.006718
dtype: float64, 13046: const     0.017653
vwretd    1.078596
SMB       0.014130
HML      -0.001699
dtype: float64, 13047: const     0.004834
vwretd    1.043079
SMB      -0.000910
HML       0.002952
dtype: float64, 13048: const    -0.043457
vwretd    1.780844
SMB       0.023431
HML       0.009433
dtype: float64, 13049: const     0.034266
vwretd    1.319752
SMB       0.001633
HML       0.001073
dtype: float64, 13055: const    -0.000350
vwretd    0.997925
SMB       0.008760
HML       0.007972
dtype: float64, 13056: const    -0.003608
vwretd    1.226469
SMB       0.001717
HML       0.003449
dtype: float64, 13063: const     0.000194
vwretd    1.438162
SMB      -0.001017
HML       0.001824
dtype: float64, 13064: const    -0.009549
vwretd    0.593268
SMB       0.011987
HML       0.002236
dtype: float64, 13071: const     0.001225
vwretd    0.576392
SMB       0.020313
HML      -0.002997
dtype: float64, 13072: const     0.082217
vwretd    5.013977
SMB      -0.037152
HML       0.022936
dtype: float64, 13076: const    -0.000216
vwretd    0.839370
SMB      -0.001298
HML      -0.001190
dtype: float64, 13077: const    -0.022143
vwretd    1.045939
SMB      -0.001136
HML       0.001653
dtype: float64, 13078: const     0.062018
vwretd    0.011052
SMB       0.144047
HML      -0.493695
dtype: float64, 13079: const     0.000839
vwretd    0.941271
SMB       0.009933
HML       0.013764
dtype: float64, 13080: const     0.014813
vwretd    0.794243
SMB       0.021809
HML      -0.011411
dtype: float64, 13081: const    -0.012227
vwretd    2.183117
SMB       0.005212
HML       0.017920
dtype: float64, 13082: const    -0.008862
vwretd    0.938618
SMB      -0.001253
HML       0.004278
dtype: float64, 13083: const    -0.031760
vwretd    1.833560
SMB      -0.012054
HML       0.008320
dtype: float64, 13084: const    -0.000597
vwretd    1.813690
SMB       0.005401
HML       0.003514
dtype: float64, 13085: const     0.001923
vwretd    1.771939
SMB       0.006252
HML       0.007416
dtype: float64, 13086: const    -0.010211
vwretd    0.739915
SMB      -0.006987
HML      -0.001133
dtype: float64, 13087: const    -0.006957
vwretd    0.485253
SMB      -0.003977
HML      -0.002986
dtype: float64, 13088: const    -0.000222
vwretd    0.317666
SMB       0.002105
HML       0.000688
dtype: float64, 13089: const     0.001108
vwretd    0.937528
SMB       0.010030
HML       0.008883
dtype: float64, 13090: const     0.002843
vwretd    1.212848
SMB       0.001227
HML       0.002586
dtype: float64, 13091: const     0.000995
vwretd    1.331765
SMB       0.003285
HML       0.004319
dtype: float64, 13092: const    -0.000734
vwretd    1.124736
SMB       0.003389
HML       0.008618
dtype: float64, 13093: const    -0.014885
vwretd    1.479475
SMB       0.010009
HML       0.005040
dtype: float64, 13094: const    -0.055045
vwretd    3.363347
SMB      -0.011983
HML      -0.001492
dtype: float64, 13095: const     0.103714
vwretd   -0.801866
SMB       0.023284
HML      -0.051208
dtype: float64, 13096: const    -0.163708
vwretd    5.942856
SMB      -0.044367
HML       0.034791
dtype: float64, 13097: const    -0.010603
vwretd    0.889814
SMB       0.006758
HML       0.002669
dtype: float64, 13098: const     0.012042
vwretd    1.094008
SMB       0.003636
HML       0.000080
dtype: float64, 13099: const    -0.047615
vwretd    0.035746
SMB       0.009032
HML      -0.015474
dtype: float64, 13100: const     0.001471
vwretd    1.030449
SMB       0.000498
HML       0.001606
dtype: float64, 13101: const    -0.025476
vwretd    0.836797
SMB       0.022370
HML       0.001054
dtype: float64, 13102: const    -0.005025
vwretd    0.635518
SMB       0.000873
HML       0.003392
dtype: float64, 13103: const    -0.000652
vwretd    1.797519
SMB       0.005574
HML       0.001212
dtype: float64, 13104: const    -0.088804
vwretd    2.827028
SMB       0.003987
HML       0.016160
dtype: float64, 13105: const     0.009066
vwretd    1.046107
SMB       0.012867
HML       0.002897
dtype: float64, 13106: const     0.010814
vwretd    0.948440
SMB       0.019958
HML      -0.010101
dtype: float64, 13107: const     0.029284
vwretd    0.040732
SMB       0.044234
HML      -0.016217
dtype: float64, 13108: const    -0.021805
vwretd    1.721173
SMB       0.004753
HML       0.004751
dtype: float64, 13109: const    -0.020513
vwretd    0.787138
SMB       0.000431
HML      -0.000286
dtype: float64, 13110: const     0.022059
vwretd    0.427547
SMB       0.013111
HML       0.011086
dtype: float64, 13111: const    -0.006386
vwretd    0.839234
SMB       0.026502
HML      -0.007141
dtype: float64, 13112: const     0.004393
vwretd    1.126001
SMB       0.013754
HML       0.002269
dtype: float64, 13113: const    -0.031844
vwretd    1.506449
SMB       0.002427
HML       0.008494
dtype: float64, 13114: const     0.000859
vwretd    0.908426
SMB       0.004593
HML      -0.004362
dtype: float64, 13115: const    -0.362202
vwretd    4.032043
SMB       0.083341
HML       0.087382
dtype: float64, 13116: const    -0.009495
vwretd    1.646558
SMB       0.010498
HML       0.021570
dtype: float64, 13117: const     0.000060
vwretd    0.982145
SMB       0.001837
HML       0.002017
dtype: float64, 13118: const    -0.007674
vwretd    1.367108
SMB       0.000884
HML       0.002577
dtype: float64, 13119: const    -0.000565
vwretd    1.159282
SMB       0.005672
HML       0.008298
dtype: float64, 13120: const    -0.017931
vwretd    0.591694
SMB       0.007155
HML      -0.004560
dtype: float64, 13121: const    -0.022379
vwretd    1.672451
SMB      -0.002707
HML      -0.002524
dtype: float64, 13122: const    -0.009399
vwretd    1.332967
SMB      -0.006768
HML       0.006366
dtype: float64, 13123: const    -0.038458
vwretd    1.783257
SMB      -0.013101
HML      -0.000235
dtype: float64, 13124: const    -0.011446
vwretd    2.641600
SMB       0.020131
HML       0.018447
dtype: float64, 13125: const     0.001337
vwretd    0.874899
SMB       0.001013
HML       0.008867
dtype: float64, 13126: const     0.003810
vwretd    0.907938
SMB       0.005467
HML      -0.005285
dtype: float64, 13127: const     0.000873
vwretd    1.050976
SMB       0.015586
HML      -0.002175
dtype: float64, 13128: const    -0.010726
vwretd    1.807475
SMB       0.020485
HML       0.003215
dtype: float64, 13129: const    -0.013921
vwretd    1.709220
SMB       0.008822
HML       0.017072
dtype: float64, 13130: const     0.000656
vwretd    0.782847
SMB      -0.000807
HML      -0.000284
dtype: float64, 13131: const     0.003661
vwretd    0.927979
SMB      -0.001609
HML      -0.002508
dtype: float64, 13132: const     0.006039
vwretd    1.260237
SMB       0.000488
HML      -0.001324
dtype: float64, 13133: const    -0.012401
vwretd    2.725673
SMB      -0.003021
HML       0.013202
dtype: float64, 13134: const     0.003311
vwretd    0.840100
SMB       0.001777
HML       0.005209
dtype: float64, 13135: const     0.004956
vwretd    0.702797
SMB       0.002179
HML      -0.004132
dtype: float64, 13136: const    -0.133520
vwretd   -1.000391
SMB       0.035757
HML       0.035693
dtype: float64, 13137: const     0.000497
vwretd    0.009754
SMB       0.000054
HML      -0.000384
dtype: float64, 13138: const     0.000608
vwretd    0.059544
SMB       0.000095
HML       0.000357
dtype: float64, 13139: const    -0.048120
vwretd    2.233274
SMB       0.020062
HML       0.026246
dtype: float64, 13140: const    -0.053872
vwretd    2.787873
SMB      -0.005228
HML       0.037275
dtype: float64, 13141: const    -0.010499
vwretd    2.669198
SMB       0.013129
HML       0.018219
dtype: float64, 13142: const    -0.002345
vwretd    1.648871
SMB       0.010548
HML       0.009692
dtype: float64, 13143: const     0.003972
vwretd    1.143261
SMB       0.003925
HML      -0.000544
dtype: float64, 13144: const     0.008336
vwretd    0.720130
SMB       0.007352
HML       0.003491
dtype: float64, 13145: const    -0.009474
vwretd    1.176207
SMB       0.001144
HML       0.001513
dtype: float64, 13151: const     0.002407
vwretd    1.172606
SMB       0.013827
HML       0.007208
dtype: float64, 13152: const    -0.005198
vwretd    0.867410
SMB       0.010416
HML       0.010639
dtype: float64, 13159: const    -0.003745
vwretd    1.617737
SMB       0.014608
HML      -0.012484
dtype: float64, 13160: const    -0.021744
vwretd    0.514735
SMB       0.009934
HML       0.002011
dtype: float64, 13161: const    -0.017392
vwretd    0.622395
SMB       0.003579
HML      -0.001536
dtype: float64, 13162: const    -0.024251
vwretd    1.132597
SMB       0.005515
HML       0.017330
dtype: float64, 13163: const    -0.062414
vwretd    1.626070
SMB       0.005832
HML      -0.000546
dtype: float64, 13165: const     0.151655
vwretd    0.003899
SMB       0.061673
HML      -0.102300
dtype: float64, 13166: const     0.198013
vwretd    0.005026
SMB       0.067579
HML      -0.137485
dtype: float64, 13167: const    -0.039571
vwretd    3.615793
SMB       0.041471
HML      -0.005348
dtype: float64, 13168: const    -0.009359
vwretd    1.316316
SMB       0.010781
HML       0.005162
dtype: float64, 13169: const     0.010404
vwretd    0.060639
SMB       0.012091
HML      -0.002651
dtype: float64, 13170: const    -0.015805
vwretd    1.001737
SMB      -0.001760
HML       0.003963
dtype: float64, 13171: const    -0.003439
vwretd    0.242694
SMB      -0.014647
HML      -0.000370
dtype: float64, 13172: const    -0.009031
vwretd    1.134200
SMB      -0.003235
HML      -0.000608
dtype: float64, 13173: const    -0.028964
vwretd   -0.093777
SMB       0.029049
HML       0.015564
dtype: float64, 13174: const    -0.001175
vwretd    0.855529
SMB      -0.001794
HML      -0.000243
dtype: float64, 13175: const    -0.000367
vwretd    1.106183
SMB      -0.004335
HML      -0.001567
dtype: float64, 13176: const     0.000097
vwretd    0.317580
SMB      -0.000217
HML      -0.001136
dtype: float64, 13177: const     0.006664
vwretd    0.154392
SMB      -0.002133
HML       0.000582
dtype: float64, 13178: const     0.001885
vwretd    0.971474
SMB       0.001557
HML       0.004128
dtype: float64, 13179: const    -0.105748
vwretd    1.266726
SMB       0.017414
HML       0.036950
dtype: float64, 13180: const     0.000655
vwretd    0.924078
SMB       0.003842
HML      -0.001412
dtype: float64, 13181: const    -0.000670
vwretd    1.205968
SMB       0.003500
HML      -0.005553
dtype: float64, 13182: const    -0.001022
vwretd    0.975964
SMB      -0.001209
HML       0.000185
dtype: float64, 13183: const    -0.005764
vwretd    0.549349
SMB      -0.001566
HML       0.004351
dtype: float64, 13184: const    -0.002231
vwretd    0.729132
SMB       0.000516
HML       0.004774
dtype: float64, 13185: const    -0.017978
vwretd    0.915140
SMB      -0.001042
HML       0.023225
dtype: float64, 13186: const     0.054312
vwretd    1.092681
SMB       0.047857
HML       0.038206
dtype: float64, 13187: const    -0.015827
vwretd    1.417512
SMB       0.012468
HML       0.007826
dtype: float64, 13188: const     0.010861
vwretd    0.433398
SMB       0.006039
HML       0.003402
dtype: float64, 13189: const    -0.004473
vwretd    0.675066
SMB      -0.002407
HML       0.002361
dtype: float64, 13190: const    -0.003200
vwretd    0.682379
SMB      -0.002116
HML       0.000584
dtype: float64, 13191: const     0.006834
vwretd    0.663282
SMB       0.001243
HML      -0.000649
dtype: float64, 13192: const     0.008370
vwretd   -0.203565
SMB      -0.000094
HML      -0.004403
dtype: float64, 13193: const    -0.003227
vwretd    0.393594
SMB       0.000932
HML       0.003214
dtype: float64, 13194: const     0.018234
vwretd    0.115426
SMB       0.020021
HML       0.022756
dtype: float64, 13195: const    -0.001286
vwretd    0.223021
SMB      -0.001424
HML      -0.000771
dtype: float64, 13196: const     0.008851
vwretd    0.741569
SMB       0.011673
HML       0.003866
dtype: float64, 13197: const     0.003227
vwretd    0.392678
SMB       0.000260
HML       0.000585
dtype: float64, 13198: const     0.005394
vwretd    0.659272
SMB       0.005513
HML       0.005752
dtype: float64, 13199: const    -0.013193
vwretd    0.865589
SMB      -0.001449
HML       0.005240
dtype: float64, 13200: const    -0.019192
vwretd    1.354142
SMB      -0.001694
HML       0.009014
dtype: float64, 13201: const     0.029489
vwretd    0.563420
SMB       0.022783
HML       0.001289
dtype: float64, 13202: const    -0.006121
vwretd    0.792875
SMB       0.024742
HML      -0.009222
dtype: float64, 13203: const     0.008973
vwretd    0.660734
SMB       0.004575
HML       0.007805
dtype: float64, 13204: const    -0.064958
vwretd    1.457559
SMB      -0.007919
HML       0.017368
dtype: float64, 13206: const    -0.003179
vwretd    0.700309
SMB      -0.001519
HML       0.002078
dtype: float64, 13207: const    -0.002573
vwretd    1.000148
SMB       0.005969
HML       0.022181
dtype: float64, 13208: const    -0.003655
vwretd    1.675623
SMB       0.002357
HML      -0.004091
dtype: float64, 13209: const    -0.035102
vwretd    2.009751
SMB      -0.001584
HML       0.008817
dtype: float64, 13210: const     0.017642
vwretd    1.506651
SMB      -0.002674
HML      -0.008024
dtype: float64, 13211: const    -0.005530
vwretd    1.111836
SMB      -0.000994
HML       0.001662
dtype: float64, 13212: const    -0.010811
vwretd    1.232261
SMB       0.001961
HML       0.003941
dtype: float64, 13213: const    -0.005807
vwretd    1.165913
SMB       0.000194
HML       0.001384
dtype: float64, 13214: const    -0.005998
vwretd    1.144742
SMB       0.000271
HML       0.002952
dtype: float64, 13215: const    -0.000212
vwretd    0.568885
SMB       0.006266
HML       0.026825
dtype: float64, 13216: const     0.007154
vwretd    0.584779
SMB       0.005241
HML       0.001418
dtype: float64, 13217: const    -0.000634
vwretd    0.887837
SMB      -0.001263
HML      -0.000388
dtype: float64, 13218: const    -0.001427
vwretd    0.759439
SMB       0.000850
HML       0.000573
dtype: float64, 13219: const     0.000076
vwretd    0.729375
SMB       0.000982
HML       0.002461
dtype: float64, 13220: const    -0.001623
vwretd    0.970865
SMB      -0.001095
HML       0.002851
dtype: float64, 13221: const    -0.003390
vwretd    0.982725
SMB       0.000228
HML       0.001480
dtype: float64, 13223: const     0.032902
vwretd    0.125828
SMB       0.014879
HML      -0.003359
dtype: float64, 13224: const     0.020256
vwretd    0.865228
SMB       0.024160
HML      -0.010724
dtype: float64, 13225: const    -0.182135
vwretd    5.178656
SMB      -0.060419
HML       0.047022
dtype: float64, 13226: const    -0.000556
vwretd    0.191558
SMB      -0.001183
HML      -0.001792
dtype: float64, 13227: const     0.061818
vwretd   -0.146262
SMB       0.038988
HML      -0.060849
dtype: float64, 13228: const    -0.005789
vwretd    0.848607
SMB      -0.000097
HML       0.003477
dtype: float64, 13229: const    -0.007907
vwretd    0.819779
SMB      -0.001465
HML       0.003017
dtype: float64, 13230: const    -0.006143
vwretd    0.913441
SMB       0.000422
HML      -0.002066
dtype: float64, 13231: const    -0.014263
vwretd    0.405747
SMB       0.021727
HML       0.005947
dtype: float64, 13232: const    -0.000687
vwretd    1.358962
SMB       0.014041
HML      -0.006426
dtype: float64, 13233: const    -0.004288
vwretd    0.642617
SMB      -0.006250
HML      -0.001519
dtype: float64, 13234: const    -0.004428
vwretd    1.055150
SMB       0.002299
HML       0.009965
dtype: float64, 13235: const    -0.001459
vwretd    0.878741
SMB       0.000089
HML       0.003331
dtype: float64, 13236: const    -0.004296
vwretd    1.231081
SMB      -0.000516
HML       0.004344
dtype: float64, 13237: const     0.003682
vwretd   -0.156074
SMB      -0.003137
HML      -0.001880
dtype: float64, 13238: const    -0.001258
vwretd    0.190820
SMB      -0.001674
HML      -0.001501
dtype: float64, 13239: const     0.002849
vwretd   -0.000955
SMB       0.000017
HML       0.000341
dtype: float64, 13240: const     0.000283
vwretd    0.016341
SMB      -0.000802
HML      -0.001855
dtype: float64, 13241: const    -0.000410
vwretd    0.185078
SMB      -0.001084
HML      -0.001457
dtype: float64, 13242: const     0.000639
vwretd    0.060817
SMB      -0.000503
HML      -0.001243
dtype: float64, 13243: const    -0.014276
vwretd    1.732420
SMB       0.009104
HML       0.012596
dtype: float64, 13244: const     0.009453
vwretd    2.833681
SMB       0.012777
HML       0.017133
dtype: float64, 13245: const    -0.006688
vwretd    0.888191
SMB       0.000028
HML       0.001150
dtype: float64, 13246: const    -0.002512
vwretd    0.960665
SMB      -0.001788
HML      -0.000472
dtype: float64, 13247: const     0.014212
vwretd   -0.425433
SMB       0.000399
HML      -0.002827
dtype: float64, 13248: const    -0.019486
vwretd    0.621414
SMB      -0.002157
HML       0.002140
dtype: float64, 13249: const    -0.002690
vwretd    0.974198
SMB       0.014673
HML      -0.004408
dtype: float64, 13250: const    -0.009940
vwretd    0.825981
SMB       0.028537
HML       0.016376
dtype: float64, 13251: const    -0.009536
vwretd    1.141272
SMB      -0.000965
HML       0.004286
dtype: float64, 13252: const    -0.000650
vwretd    0.913289
SMB      -0.000370
HML       0.000714
dtype: float64, 13253: const     0.001683
vwretd    2.384124
SMB       0.018990
HML       0.013964
dtype: float64, 13254: const    -0.003582
vwretd    0.702861
SMB      -0.000306
HML       0.000256
dtype: float64, 13255: const     0.013696
vwretd    1.110137
SMB       0.005680
HML      -0.002492
dtype: float64, 13256: const    -0.000997
vwretd    0.795970
SMB       0.000677
HML      -0.000860
dtype: float64, 13257: const    -0.002308
vwretd    0.635756
SMB      -0.001959
HML       0.005245
dtype: float64, 13258: const     0.013116
vwretd    0.962641
SMB       0.016501
HML       0.009428
dtype: float64, 13259: const    -0.014336
vwretd    0.954608
SMB       0.024688
HML       0.016055
dtype: float64, 13260: const    -0.002994
vwretd    0.694978
SMB       0.015119
HML       0.002231
dtype: float64, 13261: const    -0.013298
vwretd    0.551790
SMB       0.013249
HML      -0.005886
dtype: float64, 13262: const     0.045117
vwretd    0.986114
SMB       0.020762
HML      -0.014465
dtype: float64, 13263: const    -0.050642
vwretd    3.385306
SMB       0.017031
HML      -0.006956
dtype: float64, 13264: const    -0.067060
vwretd    0.418094
SMB       0.044677
HML      -0.005350
dtype: float64, 13265: const     0.000027
vwretd    0.283842
SMB       0.051577
HML       0.007604
dtype: float64, 13266: const     0.005544
vwretd    1.537808
SMB       0.004720
HML       0.009239
dtype: float64, 13267: const     0.006881
vwretd    1.734116
SMB       0.008040
HML       0.002349
dtype: float64, 13268: const    -0.002477
vwretd    0.745158
SMB      -0.000168
HML       0.000332
dtype: float64, 13269: const    -0.008309
vwretd    0.911137
SMB      -0.003401
HML       0.004405
dtype: float64, 13270: const    -0.009606
vwretd    0.906919
SMB      -0.000188
HML       0.003308
dtype: float64, 13271: const    -0.021872
vwretd    1.178971
SMB      -0.003326
HML       0.008427
dtype: float64, 13272: const    -0.010641
vwretd    0.768820
SMB      -0.000933
HML       0.005982
dtype: float64, 13273: const    -0.000385
vwretd    0.071706
SMB      -0.000671
HML      -0.000898
dtype: float64, 13274: const    -0.001048
vwretd    1.295061
SMB       0.007218
HML       0.002736
dtype: float64, 13275: const     0.054472
vwretd    0.313770
SMB      -0.026245
HML      -0.017839
dtype: float64, 13277: const    -0.021730
vwretd    2.874885
SMB      -0.010797
HML       0.014546
dtype: float64, 13278: const     0.001118
vwretd    0.702843
SMB       0.006376
HML       0.007094
dtype: float64, 13279: const    -0.086154
vwretd    0.594373
SMB       0.022645
HML      -0.004088
dtype: float64, 13280: const    -0.004012
vwretd    0.442233
SMB       0.013700
HML      -0.000162
dtype: float64, 13281: const    -0.064318
vwretd    0.746183
SMB       0.009680
HML       0.027470
dtype: float64, 13282: const     0.005718
vwretd    1.707998
SMB       0.011958
HML       0.001029
dtype: float64, 13283: const     0.021208
vwretd    0.825560
SMB       0.008967
HML       0.000961
dtype: float64, 13284: const     0.000672
vwretd    0.980350
SMB       0.003326
HML       0.005295
dtype: float64, 13285: const     0.024624
vwretd   -0.683613
SMB       0.001758
HML      -0.016332
dtype: float64, 13286: const    -0.005188
vwretd    1.228354
SMB      -0.009722
HML       0.011110
dtype: float64, 13287: const     0.001607
vwretd    0.044741
SMB      -0.000495
HML      -0.000794
dtype: float64, 13288: const     0.001379
vwretd    0.028722
SMB      -0.000279
HML      -0.000651
dtype: float64, 13289: const     0.001036
vwretd    0.040890
SMB      -0.000151
HML      -0.000338
dtype: float64, 13290: const     0.000848
vwretd    0.838383
SMB       0.011070
HML       0.010885
dtype: float64, 13291: const     0.009359
vwretd    1.023309
SMB       0.021395
HML       0.005061
dtype: float64, 13292: const     0.015483
vwretd    1.795450
SMB       0.016476
HML      -0.013656
dtype: float64, 13293: const     0.001932
vwretd    1.073852
SMB       0.000233
HML      -0.002413
dtype: float64, 13294: const     0.077627
vwretd   -2.306948
SMB       0.086474
HML      -0.017303
dtype: float64, 13295: const    -0.036764
vwretd    1.368461
SMB      -0.004225
HML       0.008350
dtype: float64, 13296: const    -0.005480
vwretd    0.724880
SMB      -0.001920
HML      -0.000385
dtype: float64, 13297: const    -0.024456
vwretd    1.777848
SMB      -0.009874
HML       0.003601
dtype: float64, 13298: const    -0.043718
vwretd    0.531074
SMB       0.011753
HML       0.014595
dtype: float64, 13299: const    -0.016096
vwretd    1.266018
SMB       0.004297
HML       0.012163
dtype: float64, 13300: const    -0.000074
vwretd    0.146320
SMB      -0.000567
HML      -0.001009
dtype: float64, 13301: const    -0.003547
vwretd   -0.030824
SMB       0.008367
HML       0.017286
dtype: float64, 13302: const     0.001262
vwretd    1.257676
SMB       0.010016
HML       0.008034
dtype: float64, 13303: const     0.002582
vwretd    1.007229
SMB       0.001750
HML       0.002539
dtype: float64, 13304: const     0.007303
vwretd    1.152802
SMB      -0.000012
HML      -0.003534
dtype: float64, 13305: const    -0.000708
vwretd    1.252965
SMB       0.007980
HML       0.000891
dtype: float64, 13308: const    -0.000219
vwretd    0.329711
SMB       0.000327
HML       0.000917
dtype: float64, 13309: const    -0.002823
vwretd    0.810984
SMB       0.004998
HML      -0.000704
dtype: float64, 13310: const    -0.003772
vwretd    0.078985
SMB       0.002427
HML       0.003015
dtype: float64, 13311: const     0.001246
vwretd    0.791450
SMB      -0.000450
HML      -0.000019
dtype: float64, 13312: const    -0.011285
vwretd    0.020665
SMB       0.032545
HML      -0.012814
dtype: float64, 13314: const     0.014656
vwretd    0.741915
SMB      -0.001560
HML      -0.007940
dtype: float64, 13315: const     0.031172
vwretd    0.852343
SMB       0.001042
HML      -0.000988
dtype: float64, 13316: const     0.014501
vwretd    0.035751
SMB       0.005286
HML      -0.001119
dtype: float64, 13317: const    -0.066263
vwretd    1.588932
SMB      -0.015807
HML       0.006350
dtype: float64, 13318: const     0.000640
vwretd    1.180219
SMB       0.020501
HML       0.004057
dtype: float64, 13319: const    -0.002283
vwretd    1.067896
SMB       0.011312
HML       0.014463
dtype: float64, 13320: const     0.021681
vwretd    0.000108
SMB       0.011276
HML      -0.012165
dtype: float64, 13321: const    -0.005699
vwretd    0.742489
SMB       0.006942
HML      -0.001189
dtype: float64, 13322: const    -0.001665
vwretd    0.375484
SMB      -0.000691
HML       0.000210
dtype: float64, 13323: const     0.052584
vwretd    1.305761
SMB       0.015053
HML      -0.008395
dtype: float64, 13324: const     0.004619
vwretd    1.767483
SMB       0.014699
HML      -0.009632
dtype: float64, 13325: const    -0.000755
vwretd    1.858632
SMB      -0.000483
HML       0.000648
dtype: float64, 13326: const     0.008658
vwretd    1.637741
SMB       0.016456
HML      -0.000546
dtype: float64, 13327: const     0.010670
vwretd    0.392777
SMB       0.016652
HML      -0.006620
dtype: float64, 13328: const     0.008049
vwretd    1.311440
SMB       0.028805
HML       0.003084
dtype: float64, 13329: const    -0.022459
vwretd    0.618001
SMB       0.003666
HML       0.001936
dtype: float64, 13330: const    -0.081090
vwretd    2.811432
SMB       0.015689
HML       0.012194
dtype: float64, 13331: const    -0.078289
vwretd   -0.262449
SMB       0.043966
HML       0.178528
dtype: float64, 13332: const    -0.003114
vwretd    1.147766
SMB       0.003570
HML       0.006025
dtype: float64, 13333: const     0.000622
vwretd    0.248738
SMB       0.000321
HML       0.000397
dtype: float64, 13334: const     0.000252
vwretd    0.230720
SMB      -0.000385
HML       0.000158
dtype: float64, 13335: const     0.000958
vwretd    0.186081
SMB      -0.000053
HML      -0.000259
dtype: float64, 13336: const    -0.008765
vwretd    4.041268
SMB      -0.040543
HML       0.009549
dtype: float64, 13337: const    -0.016011
vwretd    2.333867
SMB       0.020093
HML       0.025040
dtype: float64, 13338: const    -0.002943
vwretd    0.871094
SMB       0.007648
HML       0.009961
dtype: float64, 13339: const    -0.080322
vwretd    0.075383
SMB       0.008924
HML       0.001490
dtype: float64, 13340: const     0.009932
vwretd    1.753486
SMB      -0.008162
HML      -0.000856
dtype: float64, 13341: const    -0.008069
vwretd    1.296828
SMB       0.002280
HML       0.008236
dtype: float64, 13342: const     0.015876
vwretd    0.447620
SMB       0.012075
HML      -0.012895
dtype: float64, 13343: const    -0.012796
vwretd    1.852396
SMB       0.010357
HML       0.014318
dtype: float64, 13344: const     0.001700
vwretd    1.023971
SMB      -0.000861
HML       0.001272
dtype: float64, 13345: const    -0.002284
vwretd    0.466838
SMB      -0.000845
HML       0.000593
dtype: float64, 13346: const     0.009240
vwretd    1.826985
SMB       0.021454
HML       0.000656
dtype: float64, 13347: const     0.001138
vwretd    4.650622
SMB      -0.090437
HML      -0.010081
dtype: float64, 13348: const     0.000321
vwretd    0.492754
SMB       0.000112
HML       0.000451
dtype: float64, 13349: const    -0.086067
vwretd    2.321468
SMB       0.003027
HML       0.047781
dtype: float64, 13350: const    -0.007155
vwretd    1.102506
SMB       0.004810
HML       0.003098
dtype: float64, 13351: const    -0.004467
vwretd    1.145332
SMB      -0.000788
HML       0.002202
dtype: float64, 13352: const     0.001881
vwretd    0.618286
SMB      -0.001958
HML      -0.003091
dtype: float64, 13353: const    -0.000478
vwretd    1.119938
SMB       0.002497
HML       0.008551
dtype: float64, 13354: const     0.004499
vwretd    0.812768
SMB       0.007147
HML      -0.000175
dtype: float64, 13355: const     0.017351
vwretd    0.571755
SMB       0.011584
HML      -0.006432
dtype: float64, 13356: const     0.000934
vwretd    1.292341
SMB       0.003131
HML       0.010786
dtype: float64, 13357: const    -0.002601
vwretd    0.650900
SMB       0.000498
HML       0.001357
dtype: float64, 13358: const    -0.003447
vwretd    1.248654
SMB       0.004927
HML       0.007011
dtype: float64, 13360: const    -0.003602
vwretd    0.678351
SMB      -0.000356
HML       0.003295
dtype: float64, 13361: const    -0.002033
vwretd    0.559110
SMB      -0.000611
HML       0.000852
dtype: float64, 13362: const     0.005300
vwretd    1.334016
SMB       0.000899
HML       0.001604
dtype: float64, 13363: const     0.023996
vwretd    0.942345
SMB       0.008471
HML      -0.003544
dtype: float64, 13364: const    -0.001509
vwretd    0.664752
SMB      -0.000736
HML       0.000180
dtype: float64, 13365: const    -0.033032
vwretd    1.020024
SMB       0.005939
HML      -0.000916
dtype: float64, 13366: const     0.006881
vwretd    1.143668
SMB       0.006965
HML       0.003674
dtype: float64, 13367: const     0.001620
vwretd    0.755000
SMB       0.009236
HML       0.011223
dtype: float64, 13368: const    -0.005597
vwretd   -0.002646
SMB      -0.002233
HML       0.000384
dtype: float64, 13369: const     0.008274
vwretd    0.577152
SMB       0.017310
HML      -0.006041
dtype: float64, 13370: const    -0.000876
vwretd    0.965109
SMB       0.004087
HML       0.003615
dtype: float64, 13371: const    -0.057177
vwretd    2.808240
SMB       0.019717
HML      -0.003241
dtype: float64, 13372: const     0.013688
vwretd   -0.324044
SMB       0.008973
HML      -0.010048
dtype: float64, 13373: const    -0.054338
vwretd    1.844287
SMB       0.013984
HML       0.006405
dtype: float64, 13374: const     0.054566
vwretd   -1.802294
SMB       0.006805
HML       0.000104
dtype: float64, 13375: const    -0.004217
vwretd    1.328824
SMB       0.017463
HML       0.004469
dtype: float64, 13376: const     0.000741
vwretd    2.032256
SMB       0.003882
HML       0.001239
dtype: float64, 13377: const     0.012945
vwretd    1.263277
SMB       0.004819
HML      -0.005560
dtype: float64, 13378: const     0.004558
vwretd   -2.077139
SMB      -0.017252
HML      -0.008653
dtype: float64, 13379: const     0.003501
vwretd    1.431312
SMB       0.006013
HML      -0.007471
dtype: float64, 13380: const    -0.000462
vwretd    1.176832
SMB       0.004413
HML       0.005439
dtype: float64, 13381: const    -0.000928
vwretd    0.554764
SMB       0.000378
HML      -0.002666
dtype: float64, 13382: const    -0.003133
vwretd    1.070949
SMB       0.003005
HML      -0.003111
dtype: float64, 13383: const     0.000162
vwretd    0.544633
SMB       0.001513
HML       0.001171
dtype: float64, 13384: const     0.001131
vwretd    0.622168
SMB       0.007519
HML       0.001981
dtype: float64, 13385: const    -0.065541
vwretd    0.566290
SMB       0.015473
HML      -0.006411
dtype: float64, 13386: const    -0.001431
vwretd    0.391312
SMB      -0.000860
HML       0.000606
dtype: float64, 13387: const    -0.007303
vwretd    0.924166
SMB       0.000836
HML       0.004103
dtype: float64, 13388: const    -0.027185
vwretd    2.214303
SMB      -0.009478
HML       0.002774
dtype: float64, 13389: const     0.000734
vwretd    1.055387
SMB       0.020243
HML       0.008221
dtype: float64, 13390: const    -0.017937
vwretd    1.223065
SMB       0.001331
HML       0.005114
dtype: float64, 13391: const    -0.001316
vwretd    1.189255
SMB      -0.010400
HML       0.009263
dtype: float64, 13392: const    -0.006604
vwretd    0.398348
SMB      -0.001334
HML       0.000030
dtype: float64, 13393: const     0.001536
vwretd    0.636699
SMB       0.000432
HML       0.001424
dtype: float64, 13394: const     0.001228
vwretd   -0.029612
SMB      -0.000490
HML      -0.000641
dtype: float64, 13395: const    -0.008782
vwretd    1.362324
SMB       0.003501
HML       0.009052
dtype: float64, 13396: const    -0.012022
vwretd    0.321137
SMB       0.005456
HML       0.001538
dtype: float64, 13397: const    -0.036225
vwretd    0.679056
SMB       0.004904
HML       0.008399
dtype: float64, 13398: const    -0.001581
vwretd    1.509459
SMB       0.018303
HML       0.009424
dtype: float64, 13399: const     0.003111
vwretd    1.168379
SMB       0.012520
HML       0.004517
dtype: float64, 13400: const     0.008284
vwretd    1.046166
SMB       0.008025
HML      -0.001112
dtype: float64, 13401: const    -0.013964
vwretd    1.241369
SMB       0.012395
HML       0.006630
dtype: float64, 13402: const    -0.022020
vwretd    1.337018
SMB      -0.000033
HML       0.028050
dtype: float64, 13403: const     0.008144
vwretd    1.422451
SMB       0.001072
HML       0.008737
dtype: float64, 13404: const     0.005423
vwretd   -0.114923
SMB      -0.002447
HML       0.001003
dtype: float64, 13405: const    -0.005038
vwretd    1.728726
SMB      -0.001381
HML       0.000986
dtype: float64, 13406: const     0.046875
vwretd   -0.127692
SMB       0.005616
HML      -0.027596
dtype: float64, 13407: const     0.005781
vwretd    1.186061
SMB      -0.004985
HML      -0.005608
dtype: float64, 13408: const    -0.044279
vwretd    0.201222
SMB       0.005442
HML       0.005934
dtype: float64, 13409: const    -0.027776
vwretd    0.196298
SMB      -0.003143
HML      -0.010798
dtype: float64, 13410: const     0.012451
vwretd    0.884669
SMB       0.013262
HML      -0.003330
dtype: float64, 13411: const    -0.013069
vwretd    1.101644
SMB       0.028444
HML      -0.015849
dtype: float64, 13412: const     0.054312
vwretd    0.359622
SMB       0.038257
HML      -0.032662
dtype: float64, 13418: const     0.002762
vwretd    0.998448
SMB       0.005832
HML       0.001983
dtype: float64, 13425: const    -0.017120
vwretd    0.904172
SMB      -0.008796
HML       0.005382
dtype: float64, 13426: const     0.023940
vwretd   -0.502768
SMB       0.008955
HML       0.017619
dtype: float64, 13428: const     0.000805
vwretd    0.957168
SMB      -0.000356
HML       0.004849
dtype: float64, 13429: const    -0.006107
vwretd    1.221244
SMB       0.006545
HML       0.006514
dtype: float64, 13430: const     0.022487
vwretd    0.942817
SMB       0.005620
HML      -0.010218
dtype: float64, 13431: const    -0.010184
vwretd    2.161980
SMB       0.005344
HML       0.012038
dtype: float64, 13432: const    -0.006524
vwretd    1.784880
SMB      -0.002645
HML       0.006994
dtype: float64, 13433: const    -0.002957
vwretd    0.782213
SMB      -0.000408
HML      -0.000042
dtype: float64, 13434: const    -0.006968
vwretd    1.161618
SMB       0.003557
HML       0.009166
dtype: float64, 13435: const    -0.015471
vwretd    0.924770
SMB       0.019454
HML       0.000443
dtype: float64, 13436: const    -0.001171
vwretd    0.795448
SMB      -0.001024
HML       0.003429
dtype: float64, 13437: const    -0.002737
vwretd    1.069798
SMB       0.001648
HML      -0.000881
dtype: float64, 13438: const    -0.007284
vwretd    0.779589
SMB      -0.000101
HML       0.000083
dtype: float64, 13439: const     0.000410
vwretd    0.655516
SMB      -0.001314
HML      -0.001482
dtype: float64, 13440: const     0.001075
vwretd    0.744680
SMB      -0.000404
HML      -0.000758
dtype: float64, 13441: const     0.000369
vwretd    0.307390
SMB      -0.001459
HML      -0.000866
dtype: float64, 13442: const     0.000806
vwretd    1.339569
SMB       0.013091
HML       0.012412
dtype: float64, 13443: const     0.012388
vwretd    0.345821
SMB       0.007608
HML       0.003575
dtype: float64, 13444: const     0.004112
vwretd   -0.137430
SMB       0.000983
HML       0.000877
dtype: float64, 13445: const    -0.000964
vwretd    0.325450
SMB       0.000020
HML      -0.000575
dtype: float64, 13446: const    -0.000792
vwretd    0.376397
SMB      -0.000107
HML       0.000555
dtype: float64, 13447: const     0.015716
vwretd    1.024760
SMB       0.003504
HML      -0.007890
dtype: float64, 13448: const    -0.025947
vwretd    0.002237
SMB       0.040968
HML       0.040431
dtype: float64, 13449: const    -0.018745
vwretd    0.127303
SMB       0.001888
HML      -0.004732
dtype: float64, 13450: const    -0.001176
vwretd    1.117333
SMB       0.006156
HML       0.006161
dtype: float64, 13451: const    -0.001857
vwretd    2.291874
SMB       0.081297
HML       0.049108
dtype: float64, 13452: const    -0.000632
vwretd    1.961165
SMB       0.013393
HML       0.010307
dtype: float64, 13453: const    -0.019189
vwretd    1.587294
SMB       0.006635
HML      -0.005159
dtype: float64, 13454: const     0.021062
vwretd    0.320791
SMB       0.027617
HML      -0.001660
dtype: float64, 13455: const    -0.062503
vwretd    0.881765
SMB       0.014694
HML      -0.001688
dtype: float64, 13456: const     0.032301
vwretd    0.337281
SMB       0.011034
HML      -0.014140
dtype: float64, 13469: const     0.004652
vwretd    0.996199
SMB       0.016267
HML       0.007391
dtype: float64, 13470: const     0.014873
vwretd    0.943111
SMB       0.012111
HML      -0.002042
dtype: float64, 13477: const     0.009554
vwretd    0.066995
SMB       0.013395
HML       0.033029
dtype: float64, 13485: const     0.005407
vwretd    0.598955
SMB       0.010485
HML       0.015695
dtype: float64, 13486: const    -0.014871
vwretd    1.674353
SMB      -0.002374
HML       0.002184
dtype: float64, 13493: const    -0.063421
vwretd   -1.664076
SMB      -0.086722
HML       0.026622
dtype: float64, 13494: const     0.014785
vwretd    0.445887
SMB       0.000977
HML      -0.001357
dtype: float64, 13499: const    -0.003746
vwretd    0.677685
SMB      -0.001229
HML      -0.001139
dtype: float64, 13500: const     0.014634
vwretd    0.575452
SMB      -0.008183
HML      -0.005174
dtype: float64, 13501: const    -0.001383
vwretd    0.668121
SMB      -0.001569
HML      -0.000353
dtype: float64, 13502: const     0.009528
vwretd    1.663232
SMB       0.021688
HML       0.003336
dtype: float64, 13503: const    -0.001995
vwretd    0.422514
SMB      -0.000003
HML       0.000418
dtype: float64, 13504: const    -0.001132
vwretd    0.736807
SMB       0.000768
HML      -0.001005
dtype: float64, 13505: const    -0.001539
vwretd    0.527911
SMB      -0.000965
HML      -0.000162
dtype: float64, 13506: const     0.018071
vwretd   -0.840623
SMB       0.040221
HML       0.016148
dtype: float64, 13507: const     0.000484
vwretd    0.883523
SMB       0.001617
HML       0.006801
dtype: float64, 13508: const     0.000042
vwretd    0.917827
SMB       0.007851
HML      -0.002504
dtype: float64, 13509: const    -0.000257
vwretd    1.160286
SMB      -0.000898
HML       0.005403
dtype: float64, 13510: const    -0.001424
vwretd    0.683540
SMB      -0.000872
HML       0.000539
dtype: float64, 13511: const     0.012635
vwretd    1.098646
SMB       0.005560
HML      -0.005274
dtype: float64, 13512: const     0.001165
vwretd    1.039116
SMB       0.010437
HML       0.000600
dtype: float64, 13513: const     0.012523
vwretd   -0.810446
SMB      -0.000283
HML      -0.000926
dtype: float64, 13515: const    -0.000769
vwretd    1.230504
SMB       0.010266
HML       0.003096
dtype: float64, 13516: const    -0.031434
vwretd    1.126619
SMB      -0.003811
HML       0.003401
dtype: float64, 13517: const    -0.007569
vwretd   -3.239225
SMB      -0.000239
HML      -0.017867
dtype: float64, 13518: const     0.003040
vwretd    3.365902
SMB      -0.000079
HML       0.018371
dtype: float64, 13519: const    -0.014192
vwretd    1.676278
SMB       0.004968
HML       0.015332
dtype: float64, 13520: const     0.000491
vwretd    1.092339
SMB       0.014235
HML       0.006419
dtype: float64, 13521: const    -0.016166
vwretd    1.286590
SMB      -0.001818
HML      -0.009463
dtype: float64, 13522: const     0.002512
vwretd    0.696719
SMB      -0.001136
HML       0.001822
dtype: float64, 13523: const    -0.015793
vwretd    1.324206
SMB       0.020285
HML       0.008278
dtype: float64, 13524: const    -0.004950
vwretd    0.597797
SMB       0.012599
HML       0.007222
dtype: float64, 13525: const     0.030575
vwretd    3.490646
SMB       0.042600
HML      -0.016535
dtype: float64, 13526: const    -0.035175
vwretd    2.534349
SMB       0.035050
HML       0.008515
dtype: float64, 13527: const     0.010550
vwretd    0.949919
SMB       0.008233
HML      -0.002170
dtype: float64, 13528: const     0.009137
vwretd    0.853152
SMB       0.003988
HML       0.005523
dtype: float64, 13529: const     0.016163
vwretd    0.176054
SMB      -0.002159
HML       0.001791
dtype: float64, 13530: const    -0.015970
vwretd    0.317984
SMB       0.023546
HML       0.022288
dtype: float64, 13531: const     0.041124
vwretd    1.085658
SMB       0.062923
HML       0.002516
dtype: float64, 13532: const     0.009837
vwretd    0.564922
SMB       0.000767
HML       0.008385
dtype: float64, 13533: const     0.074681
vwretd   -1.308918
SMB       0.040040
HML      -0.008894
dtype: float64, 13534: const     0.003791
vwretd    0.420535
SMB       0.008463
HML       0.007980
dtype: float64, 13535: const    -0.004207
vwretd    0.036287
SMB      -0.027537
HML      -0.144671
dtype: float64, 13536: const    -0.094100
vwretd   -3.506316
SMB      -0.048488
HML      -0.043198
dtype: float64, 13537: const    -0.000166
vwretd    0.964684
SMB       0.005031
HML       0.001376
dtype: float64, 13538: const    -0.003352
vwretd    0.606047
SMB       0.000703
HML      -0.000823
dtype: float64, 13539: const     0.000491
vwretd    0.260526
SMB      -0.000671
HML      -0.001611
dtype: float64, 13540: const    -0.010185
vwretd    0.986381
SMB      -0.003349
HML      -0.001205
dtype: float64, 13541: const    -0.008801
vwretd    0.820775
SMB      -0.005250
HML       0.000258
dtype: float64, 13542: const    -0.003561
vwretd    0.883637
SMB      -0.000365
HML       0.000744
dtype: float64, 13543: const     0.009322
vwretd    0.885044
SMB       0.000690
HML      -0.001659
dtype: float64, 13544: const    -0.025477
vwretd    1.713134
SMB       0.011862
HML       0.022750
dtype: float64, 13545: const    -0.003070
vwretd    0.714286
SMB      -0.001782
HML       0.000353
dtype: float64, 13546: const    -0.022416
vwretd    0.094829
SMB       0.011525
HML      -0.012299
dtype: float64, 13547: const     0.001632
vwretd    0.669858
SMB       0.000432
HML       0.000427
dtype: float64, 13548: const    -0.001439
vwretd    1.460221
SMB       0.005896
HML       0.007655
dtype: float64, 13549: const     0.001620
vwretd    1.317445
SMB      -0.000266
HML      -0.000856
dtype: float64, 13550: const    -0.027986
vwretd    2.660577
SMB       0.008875
HML       0.016613
dtype: float64, 13552: const    -0.033999
vwretd    0.046382
SMB       0.039539
HML       0.008211
dtype: float64, 13553: const     0.006282
vwretd    1.476011
SMB      -0.001047
HML      -0.007127
dtype: float64, 13554: const     0.006552
vwretd    1.538693
SMB      -0.001891
HML      -0.006794
dtype: float64, 13555: const    -0.004015
vwretd    0.801202
SMB       0.000266
HML       0.003669
dtype: float64, 13556: const    -0.049174
vwretd    0.249264
SMB      -0.017870
HML       0.024607
dtype: float64, 13557: const     0.001553
vwretd    1.119441
SMB       0.017445
HML       0.000274
dtype: float64, 13558: const    -0.032623
vwretd    0.030744
SMB       0.028541
HML       0.007630
dtype: float64, 13559: const     0.007403
vwretd   -0.152465
SMB       0.005286
HML       0.007596
dtype: float64, 13560: const    -0.006525
vwretd    2.081131
SMB      -0.000837
HML      -0.010375
dtype: float64, 13561: const     0.008688
vwretd    0.566129
SMB       0.004917
HML       0.004940
dtype: float64, 13562: const     0.000788
vwretd    1.024500
SMB      -0.002509
HML       0.000547
dtype: float64, 13563: const    -0.021878
vwretd    1.277903
SMB       0.010821
HML       0.004612
dtype: float64, 13564: const     0.034317
vwretd   -0.303428
SMB       0.013442
HML       0.000544
dtype: float64, 13565: const    -0.001048
vwretd    1.016574
SMB       0.010243
HML       0.016174
dtype: float64, 13567: const    -0.004705
vwretd    1.230404
SMB       0.002548
HML      -0.002127
dtype: float64, 13568: const    -0.002523
vwretd    0.674299
SMB      -0.000922
HML      -0.000195
dtype: float64, 13569: const    -0.054352
vwretd    1.448540
SMB      -0.000892
HML       0.017998
dtype: float64, 13570: const    -0.002930
vwretd    0.587126
SMB       0.001215
HML       0.001555
dtype: float64, 13571: const    -0.009320
vwretd    1.520246
SMB       0.003725
HML       0.006271
dtype: float64, 13572: const    -0.005047
vwretd    0.835280
SMB      -0.000562
HML       0.002184
dtype: float64, 13573: const    -0.003939
vwretd    1.171727
SMB      -0.000998
HML       0.012518
dtype: float64, 13574: const    -0.022634
vwretd    1.104478
SMB       0.015841
HML      -0.020893
dtype: float64, 13575: const    -0.004050
vwretd    0.928649
SMB      -0.000899
HML       0.001928
dtype: float64, 13576: const    -0.007446
vwretd    1.173453
SMB       0.001276
HML       0.005429
dtype: float64, 13577: const    -0.006099
vwretd    1.070860
SMB       0.010386
HML       0.007461
dtype: float64, 13578: const    -0.003382
vwretd    0.698277
SMB      -0.001644
HML       0.001545
dtype: float64, 13579: const     0.004622
vwretd    0.790264
SMB       0.006454
HML       0.008310
dtype: float64, 13580: const    -0.021073
vwretd    0.000846
SMB      -0.060964
HML       0.021629
dtype: float64, 13581: const    -0.001303
vwretd    1.399482
SMB       0.013593
HML       0.002648
dtype: float64, 13582: const    -0.012954
vwretd    1.731828
SMB       0.034154
HML       0.003534
dtype: float64, 13583: const    -0.020361
vwretd    2.194610
SMB       0.003058
HML       0.016161
dtype: float64, 13584: const     0.003987
vwretd    1.219057
SMB      -0.002609
HML       0.004419
dtype: float64, 13585: const     0.018546
vwretd    0.334878
SMB       0.000922
HML       0.001637
dtype: float64, 13586: const    -0.003357
vwretd    1.076808
SMB       0.004676
HML       0.001846
dtype: float64, 13594: const     0.013185
vwretd    0.485911
SMB       0.007325
HML       0.005393
dtype: float64, 13595: const     0.000109
vwretd    0.693780
SMB       0.001687
HML      -0.002373
dtype: float64, 13596: const     0.011245
vwretd    3.048601
SMB      -0.011855
HML      -0.019466
dtype: float64, 13597: const    -0.084439
vwretd    3.828918
SMB      -0.001597
HML       0.025368
dtype: float64, 13598: const     0.023945
vwretd    0.064889
SMB       0.011345
HML       0.006104
dtype: float64, 13599: const    -0.010259
vwretd    0.921184
SMB      -0.001447
HML      -0.000019
dtype: float64, 13600: const     0.020225
vwretd    0.613306
SMB       0.007259
HML      -0.008362
dtype: float64, 13601: const    -0.003004
vwretd    0.774563
SMB       0.001796
HML       0.001781
dtype: float64, 13602: const    -0.005382
vwretd   -0.149816
SMB       0.015601
HML      -0.000233
dtype: float64, 13603: const     0.009262
vwretd    0.683016
SMB       0.007339
HML       0.000468
dtype: float64, 13604: const     0.002917
vwretd    1.167674
SMB      -0.002074
HML       0.001825
dtype: float64, 13605: const    -0.009214
vwretd    1.088595
SMB      -0.003996
HML       0.000018
dtype: float64, 13606: const     0.000650
vwretd    0.036615
SMB       0.000030
HML       0.000052
dtype: float64, 13607: const    -0.001036
vwretd    0.175166
SMB       0.000238
HML      -0.000068
dtype: float64, 13608: const    -0.004001
vwretd    0.870897
SMB      -0.001037
HML       0.001027
dtype: float64, 13609: const    -0.003708
vwretd    0.894147
SMB      -0.001337
HML       0.000767
dtype: float64, 13610: const     0.000809
vwretd    1.055317
SMB       0.001952
HML       0.003431
dtype: float64, 13612: const     0.000477
vwretd    0.059034
SMB      -0.000182
HML      -0.000369
dtype: float64, 13613: const    -0.004677
vwretd    0.805602
SMB      -0.000660
HML       0.001159
dtype: float64, 13614: const    -0.023423
vwretd    1.120380
SMB      -0.003939
HML      -0.006957
dtype: float64, 13615: const    -0.000639
vwretd    1.618067
SMB      -0.001870
HML       0.005290
dtype: float64, 13616: const     0.026314
vwretd    0.881011
SMB       0.029738
HML       0.011863
dtype: float64, 13617: const    -0.005730
vwretd    0.782791
SMB       0.003687
HML       0.005254
dtype: float64, 13618: const    -0.001299
vwretd    1.348713
SMB       0.005699
HML       0.007718
dtype: float64, 13619: const     0.001136
vwretd   -0.371800
SMB       0.002754
HML      -0.000079
dtype: float64, 13620: const     0.000969
vwretd    0.805298
SMB      -0.000776
HML       0.003933
dtype: float64, 13621: const     0.014457
vwretd    0.916750
SMB       0.003388
HML      -0.009746
dtype: float64, 13622: const    -0.020491
vwretd    1.910411
SMB       0.007770
HML       0.006019
dtype: float64, 13623: const     0.001002
vwretd    1.006892
SMB       0.000261
HML       0.003219
dtype: float64, 13624: const     0.001318
vwretd    0.984043
SMB      -0.001347
HML      -0.000864
dtype: float64, 13625: const     0.002835
vwretd    1.047483
SMB       0.010648
HML      -0.005098
dtype: float64, 13626: const    -0.011178
vwretd    1.269503
SMB      -0.002400
HML       0.002526
dtype: float64, 13627: const     0.015221
vwretd    1.428103
SMB       0.003639
HML      -0.006803
dtype: float64, 13628: const     0.001397
vwretd    1.421058
SMB       0.002941
HML      -0.008184
dtype: float64, 13629: const    -0.045671
vwretd    1.907771
SMB       0.021101
HML       0.010726
dtype: float64, 13630: const    -0.051499
vwretd    1.939464
SMB      -0.012769
HML       0.009667
dtype: float64, 13631: const    -0.032852
vwretd    2.345874
SMB       0.015906
HML      -0.017081
dtype: float64, 13632: const     0.029131
vwretd    0.443991
SMB       0.018517
HML       0.002075
dtype: float64, 13633: const    -0.045116
vwretd    1.726272
SMB      -0.001865
HML       0.024075
dtype: float64, 13634: const     0.016502
vwretd    1.407430
SMB       0.010947
HML      -0.002866
dtype: float64, 13636: const    -0.006646
vwretd    1.118548
SMB       0.001160
HML       0.007585
dtype: float64, 13637: const     0.003115
vwretd    1.041788
SMB       0.002351
HML      -0.000644
dtype: float64, 13638: const    -0.018686
vwretd    0.637712
SMB       0.000596
HML      -0.003383
dtype: float64, 13639: const     0.055137
vwretd    4.676005
SMB      -0.066377
HML      -0.051197
dtype: float64, 13640: const     0.015636
vwretd    0.623022
SMB       0.008641
HML       0.010164
dtype: float64, 13641: const     0.012560
vwretd    1.645891
SMB       0.010874
HML       0.015677
dtype: float64, 13642: const     0.001809
vwretd    0.190919
SMB       0.001513
HML       0.002028
dtype: float64, 13643: const     0.023039
vwretd    0.469930
SMB       0.018638
HML      -0.009049
dtype: float64, 13644: const     0.050018
vwretd   -0.240908
SMB       0.045414
HML      -0.038117
dtype: float64, 13645: const     0.007097
vwretd    1.587216
SMB       0.006666
HML       0.012644
dtype: float64, 13646: const     0.012283
vwretd    0.034064
SMB       0.002527
HML      -0.000279
dtype: float64, 13647: const    -0.086470
vwretd    1.647190
SMB      -0.001015
HML       0.031529
dtype: float64, 13648: const    -0.015128
vwretd    1.758218
SMB       0.018708
HML       0.004685
dtype: float64, 13649: const     0.010862
vwretd    0.185643
SMB       0.001780
HML       0.008661
dtype: float64, 13650: const    -0.001818
vwretd    0.989288
SMB       0.003653
HML       0.003842
dtype: float64, 13652: const    -0.026303
vwretd    1.177805
SMB       0.036877
HML      -0.004762
dtype: float64, 13653: const     0.007661
vwretd    0.502921
SMB       0.008041
HML      -0.002836
dtype: float64, 13654: const     0.011192
vwretd    9.161001
SMB      -0.017042
HML       0.068806
dtype: float64, 13655: const    -0.012969
vwretd    2.597431
SMB      -0.010020
HML      -0.001969
dtype: float64, 13656: const    -0.017558
vwretd    0.461801
SMB       0.018518
HML       0.003779
dtype: float64, 13657: const     0.000353
vwretd    0.086727
SMB      -0.000172
HML      -0.000042
dtype: float64, 13658: const     0.005846
vwretd    0.943235
SMB       0.002037
HML       0.000430
dtype: float64, 13661: const     0.003557
vwretd    0.880625
SMB       0.002163
HML      -0.002804
dtype: float64, 13662: const     0.011180
vwretd    1.313217
SMB       0.002744
HML      -0.005009
dtype: float64, 13678: const    -0.001387
vwretd    1.271521
SMB      -0.010018
HML       0.007266
dtype: float64, 13679: const    -0.002350
vwretd    0.656384
SMB       0.000958
HML       0.001295
dtype: float64, 13680: const     0.004386
vwretd    0.950110
SMB      -0.005316
HML       0.006999
dtype: float64, 13681: const     0.004131
vwretd    1.897991
SMB       0.005842
HML       0.005262
dtype: float64, 13682: const     0.023200
vwretd    1.098958
SMB      -0.031940
HML      -0.037838
dtype: float64, 13683: const    -0.067082
vwretd    3.297465
SMB      -0.027601
HML      -0.105163
dtype: float64, 13684: const    -0.002067
vwretd    1.229593
SMB       0.001470
HML      -0.001205
dtype: float64, 13685: const    -0.006797
vwretd    1.291474
SMB       0.002840
HML       0.009810
dtype: float64, 13686: const    -0.000894
vwretd    0.198909
SMB       0.000283
HML       0.000683
dtype: float64, 13687: const     0.014620
vwretd    1.799286
SMB       0.017745
HML       0.000169
dtype: float64, 13688: const     0.002707
vwretd    0.659160
SMB      -0.002991
HML       0.001831
dtype: float64, 13689: const     0.018388
vwretd    0.341990
SMB       0.015340
HML       0.018391
dtype: float64, 13690: const     0.004055
vwretd    0.898116
SMB       0.011619
HML      -0.004483
dtype: float64, 13691: const    -0.048853
vwretd    4.511749
SMB      -0.000381
HML       0.002164
dtype: float64, 13692: const     0.002216
vwretd    1.069511
SMB       0.002547
HML       0.005882
dtype: float64, 13693: const    -0.023177
vwretd    1.362000
SMB       0.015846
HML      -0.009345
dtype: float64, 13694: const     0.008140
vwretd    0.004865
SMB       0.005813
HML       0.003505
dtype: float64, 13695: const    -0.040354
vwretd    0.197131
SMB       0.005316
HML       0.021083
dtype: float64, 13696: const     0.002454
vwretd    0.457164
SMB       0.000765
HML       0.000096
dtype: float64, 13697: const    -0.002599
vwretd    0.069833
SMB       0.023466
HML      -0.015391
dtype: float64, 13698: const     0.002995
vwretd    1.452651
SMB       0.005511
HML       0.005433
dtype: float64, 13699: const     0.017402
vwretd   -0.257737
SMB       0.005585
HML       0.008494
dtype: float64, 13700: const    -0.023583
vwretd    2.244267
SMB       0.006867
HML       0.005413
dtype: float64, 13701: const     0.007514
vwretd    0.654000
SMB       0.006339
HML       0.001344
dtype: float64, 13702: const    -0.020435
vwretd    1.447591
SMB      -0.021712
HML      -0.023042
dtype: float64, 13703: const     0.007088
vwretd   -0.383563
SMB      -0.008026
HML      -0.007023
dtype: float64, 13704: const     0.009806
vwretd    0.985717
SMB       0.006456
HML      -0.008601
dtype: float64, 13705: const     0.009740
vwretd    0.782274
SMB       0.010484
HML       0.004104
dtype: float64, 13706: const     0.035784
vwretd    0.665244
SMB       0.025793
HML      -0.005639
dtype: float64, 13707: const    -0.029361
vwretd    1.757543
SMB       0.008370
HML      -0.007667
dtype: float64, 13708: const     0.010816
vwretd    1.029074
SMB      -0.009363
HML       0.002320
dtype: float64, 13709: const     0.004682
vwretd    1.052486
SMB       0.009178
HML       0.000832
dtype: float64, 13710: const    -0.046435
vwretd    0.708995
SMB       0.017428
HML       0.013199
dtype: float64, 13711: const    -0.006917
vwretd    1.739880
SMB      -0.002837
HML      -0.012892
dtype: float64, 13712: const     0.005841
vwretd   -0.045192
SMB       0.007012
HML      -0.000621
dtype: float64, 13713: const     0.024720
vwretd    0.060109
SMB       0.007931
HML       0.000887
dtype: float64, 13714: const     0.002860
vwretd    1.063230
SMB       0.008630
HML       0.004775
dtype: float64, 13715: const    -0.000440
vwretd    0.976536
SMB       0.000797
HML      -0.001883
dtype: float64, 13716: const    -0.004125
vwretd    0.306564
SMB      -0.004793
HML       0.010903
dtype: float64, 13717: const    -0.004289
vwretd    0.991130
SMB       0.014018
HML       0.017175
dtype: float64, 13718: const    -0.012949
vwretd   -0.019646
SMB       0.008911
HML      -0.023131
dtype: float64, 13719: const    -0.001050
vwretd    0.626789
SMB      -0.002026
HML      -0.003085
dtype: float64, 13720: const    -0.003388
vwretd    0.440918
SMB      -0.005818
HML       0.008405
dtype: float64, 13721: const     0.010443
vwretd    0.816944
SMB      -0.000135
HML       0.001539
dtype: float64, 13722: const    -0.005127
vwretd    0.519442
SMB      -0.000251
HML       0.001091
dtype: float64, 13723: const     0.010696
vwretd    0.358858
SMB       0.014102
HML       0.005663
dtype: float64, 13724: const     0.000345
vwretd    0.899193
SMB      -0.001376
HML       0.001103
dtype: float64, 13725: const     0.008720
vwretd    0.635584
SMB      -0.004459
HML       0.006341
dtype: float64, 13726: const    -0.000282
vwretd    0.400989
SMB       0.001995
HML       0.010582
dtype: float64, 13727: const    -0.000166
vwretd    1.043909
SMB      -0.000268
HML       0.002301
dtype: float64, 13728: const    -0.000125
vwretd    0.966725
SMB      -0.000794
HML       0.001820
dtype: float64, 13729: const     0.002439
vwretd    0.205243
SMB      -0.000513
HML      -0.000711
dtype: float64, 13730: const     0.011216
vwretd    1.589774
SMB       0.012310
HML       0.020609
dtype: float64, 13731: const    -0.000443
vwretd    0.414163
SMB      -0.001233
HML      -0.001714
dtype: float64, 13732: const    -0.001924
vwretd    0.655667
SMB       0.000745
HML       0.001154
dtype: float64, 13733: const     0.003304
vwretd    0.062037
SMB      -0.003710
HML       0.011426
dtype: float64, 13734: const     0.001262
vwretd    0.624669
SMB       0.008333
HML       0.005395
dtype: float64, 13735: const     0.011458
vwretd    0.355355
SMB       0.004471
HML      -0.024221
dtype: float64, 13736: const     0.001695
vwretd    0.723010
SMB       0.001629
HML      -0.002326
dtype: float64, 13737: const     0.002402
vwretd    0.443882
SMB      -0.002418
HML       0.000655
dtype: float64, 13738: const    -0.001461
vwretd    2.436024
SMB       0.010678
HML       0.012270
dtype: float64, 13739: const     0.000758
vwretd    0.953714
SMB       0.000383
HML      -0.000756
dtype: float64, 13740: const    -0.004624
vwretd    1.485354
SMB       0.003005
HML       0.007290
dtype: float64, 13741: const    -0.030263
vwretd    0.878040
SMB       0.011277
HML       0.009811
dtype: float64, 13742: const    -0.035140
vwretd   -0.186191
SMB       0.019360
HML      -0.001108
dtype: float64, 13743: const    -0.007505
vwretd    1.087041
SMB       0.012157
HML       0.013133
dtype: float64, 13744: const    -0.001550
vwretd    1.112326
SMB       0.000575
HML       0.006208
dtype: float64, 13745: const    -0.018019
vwretd    1.325482
SMB      -0.001866
HML       0.004857
dtype: float64, 13746: const     0.002157
vwretd    0.704083
SMB       0.000540
HML       0.001784
dtype: float64, 13747: const    -0.004742
vwretd    1.737896
SMB      -0.004335
HML       0.010765
dtype: float64, 13748: const    -0.003847
vwretd    1.405071
SMB       0.005897
HML       0.002559
dtype: float64, 13749: const     0.005532
vwretd    1.431593
SMB       0.007035
HML       0.007756
dtype: float64, 13750: const    -0.027929
vwretd    1.173716
SMB       0.019735
HML       0.002173
dtype: float64, 13751: const    -0.013262
vwretd    1.235552
SMB       0.011715
HML      -0.007818
dtype: float64, 13752: const     0.013142
vwretd    0.534780
SMB      -0.002805
HML      -0.003059
dtype: float64, 13753: const     0.001897
vwretd    0.218106
SMB      -0.000919
HML      -0.000917
dtype: float64, 13754: const     0.021499
vwretd   -0.077126
SMB      -0.003277
HML      -0.007826
dtype: float64, 13755: const     0.314686
vwretd    1.223276
SMB       0.239994
HML       0.023280
dtype: float64, 13756: const     0.000531
vwretd    0.987734
SMB       0.001406
HML      -0.000186
dtype: float64, 13757: const     0.003511
vwretd    1.102938
SMB       0.001122
HML      -0.001448
dtype: float64, 13758: const    -0.006728
vwretd    1.266560
SMB       0.000258
HML      -0.002880
dtype: float64, 13759: const    -0.025218
vwretd    0.482210
SMB      -0.044023
HML      -0.066226
dtype: float64, 13760: const    -0.013640
vwretd    2.213285
SMB       0.001934
HML       0.007066
dtype: float64, 13761: const    -0.001213
vwretd    0.991222
SMB       0.030048
HML      -0.010718
dtype: float64, 13762: const    -0.001714
vwretd    0.297001
SMB       0.001523
HML      -0.000884
dtype: float64, 13763: const    -0.001439
vwretd    0.951387
SMB      -0.000735
HML      -0.000694
dtype: float64, 13764: const     0.000174
vwretd    0.575763
SMB       0.001461
HML       0.001329
dtype: float64, 13765: const     0.001248
vwretd    0.704426
SMB       0.000786
HML       0.000164
dtype: float64, 13766: const     0.007543
vwretd    1.469922
SMB       0.010287
HML       0.004606
dtype: float64, 13767: const    -0.003158
vwretd    0.218054
SMB      -0.000620
HML       0.000091
dtype: float64, 13768: const     0.001874
vwretd    0.942052
SMB       0.018194
HML       0.006642
dtype: float64, 13769: const     0.008457
vwretd    0.878664
SMB       0.008119
HML       0.004622
dtype: float64, 13770: const    -0.024411
vwretd    1.345363
SMB      -0.003535
HML       0.000188
dtype: float64, 13771: const     0.000541
vwretd    0.404676
SMB      -0.000174
HML       0.000481
dtype: float64, 13772: const    -0.001838
vwretd    1.058352
SMB       0.004945
HML       0.004596
dtype: float64, 13773: const    -0.110525
vwretd    3.727530
SMB      -0.009669
HML       0.024125
dtype: float64, 13774: const     0.002229
vwretd    0.209643
SMB      -0.000956
HML      -0.001573
dtype: float64, 13775: const    -0.005670
vwretd    1.285971
SMB       0.004582
HML       0.005616
dtype: float64, 13776: const    -0.002112
vwretd    0.809422
SMB       0.011850
HML       0.008298
dtype: float64, 13777: const     0.006894
vwretd    1.212109
SMB       0.013967
HML      -0.008036
dtype: float64, 13778: const    -0.003727
vwretd    0.254426
SMB       0.000659
HML       0.004060
dtype: float64, 13779: const     0.001027
vwretd    0.816956
SMB       0.005232
HML       0.004045
dtype: float64, 13780: const     0.002187
vwretd    0.762935
SMB       0.000599
HML       0.001522
dtype: float64, 13781: const     0.002668
vwretd    0.839296
SMB      -0.002175
HML       0.000306
dtype: float64, 13782: const     0.001936
vwretd    0.880710
SMB       0.006063
HML       0.004165
dtype: float64, 13783: const     0.019138
vwretd    1.450516
SMB      -0.010591
HML       0.001653
dtype: float64, 13784: const     0.005014
vwretd    1.814655
SMB       0.004759
HML       0.002852
dtype: float64, 13785: const     0.006100
vwretd   -1.760872
SMB       0.047439
HML       0.009181
dtype: float64, 13786: const     0.000199
vwretd    0.746219
SMB      -0.000306
HML       0.000612
dtype: float64, 13787: const     0.002489
vwretd    1.121050
SMB       0.006775
HML       0.003373
dtype: float64, 13788: const     0.008994
vwretd    0.842647
SMB      -0.001869
HML      -0.004917
dtype: float64, 13789: const    -0.020293
vwretd    0.942235
SMB       0.011251
HML       0.003643
dtype: float64, 13790: const     0.005713
vwretd   -0.169953
SMB       0.003044
HML       0.002510
dtype: float64, 13791: const     0.064814
vwretd   -0.959696
SMB       0.009002
HML      -0.004231
dtype: float64, 13792: const    -0.008357
vwretd    0.906752
SMB       0.003929
HML       0.008733
dtype: float64, 13793: const     0.038754
vwretd    0.245785
SMB       0.008684
HML      -0.029211
dtype: float64, 13794: const     0.052200
vwretd    0.488861
SMB       0.016148
HML       0.018809
dtype: float64, 13795: const    -0.000920
vwretd    0.409787
SMB       0.000149
HML       0.000509
dtype: float64, 13796: const     0.030717
vwretd   -0.101311
SMB       0.016549
HML      -0.001191
dtype: float64, 13797: const     0.003221
vwretd    0.296659
SMB       0.009385
HML       0.006991
dtype: float64, 13798: const     0.014479
vwretd    1.584929
SMB       0.024334
HML      -0.004155
dtype: float64, 13799: const    -0.004133
vwretd    1.540032
SMB       0.028629
HML      -0.003686
dtype: float64, 13800: const     0.000086
vwretd    0.770339
SMB       0.000730
HML      -0.004026
dtype: float64, 13801: const     0.000300
vwretd    0.114159
SMB       0.000277
HML       0.000228
dtype: float64, 13802: const    -0.007372
vwretd    1.725575
SMB       0.001513
HML       0.002923
dtype: float64, 13803: const     0.039511
vwretd   -0.347693
SMB       0.011927
HML      -0.004202
dtype: float64, 13804: const     0.003107
vwretd    0.133855
SMB      -0.000065
HML       0.000408
dtype: float64, 13805: const     0.005788
vwretd    0.807217
SMB       0.000107
HML      -0.002841
dtype: float64, 13807: const    -0.016295
vwretd    1.964710
SMB       0.004910
HML       0.011480
dtype: float64, 13808: const     0.004680
vwretd    0.149835
SMB       0.000810
HML      -0.001255
dtype: float64, 13809: const    -0.006799
vwretd    0.998001
SMB       0.010366
HML       0.000807
dtype: float64, 13810: const    -0.002975
vwretd    0.914442
SMB       0.000754
HML       0.004806
dtype: float64, 13811: const     0.000950
vwretd   -0.007037
SMB      -0.000178
HML      -0.000390
dtype: float64, 13812: const     0.012675
vwretd    0.490870
SMB       0.028489
HML      -0.027683
dtype: float64, 13813: const    -0.214103
vwretd    3.013114
SMB      -0.041857
HML       0.047633
dtype: float64, 13814: const     0.010233
vwretd    0.356812
SMB       0.008780
HML      -0.001462
dtype: float64, 13815: const    -0.000436
vwretd    0.418104
SMB       0.001324
HML       0.001245
dtype: float64, 13816: const     0.012346
vwretd    0.696600
SMB       0.002365
HML      -0.003071
dtype: float64, 13817: const    -0.008597
vwretd    1.629087
SMB       0.004539
HML       0.010179
dtype: float64, 13818: const     0.012978
vwretd    0.488591
SMB       0.002230
HML      -0.001762
dtype: float64, 13819: const    -0.004461
vwretd    1.446135
SMB       0.011885
HML       0.008069
dtype: float64, 13820: const    -0.004499
vwretd    1.795591
SMB       0.011458
HML       0.021029
dtype: float64, 13821: const     0.002435
vwretd    0.750903
SMB      -0.001327
HML       0.003615
dtype: float64, 13822: const    -0.023165
vwretd    0.915152
SMB       0.011790
HML      -0.006046
dtype: float64, 13823: const    -0.002342
vwretd    1.185768
SMB       0.002678
HML       0.005090
dtype: float64, 13824: const     0.004962
vwretd   -0.049911
SMB       0.002064
HML      -0.000840
dtype: float64, 13825: const     0.015349
vwretd    0.324804
SMB       0.016239
HML      -0.006765
dtype: float64, 13826: const    -0.005951
vwretd    1.294991
SMB       0.008860
HML       0.002253
dtype: float64, 13827: const    -0.010802
vwretd    1.738228
SMB       0.006372
HML      -0.014961
dtype: float64, 13828: const    -0.022370
vwretd    1.907785
SMB       0.004857
HML       0.000667
dtype: float64, 13829: const    -0.033682
vwretd    1.707960
SMB       0.028824
HML      -0.008900
dtype: float64, 13830: const    -0.005387
vwretd    1.536516
SMB       0.011738
HML       0.001940
dtype: float64, 13831: const     0.004032
vwretd    0.952053
SMB      -0.000785
HML      -0.001253
dtype: float64, 13832: const    -0.039618
vwretd    0.458381
SMB      -0.000045
HML       0.011037
dtype: float64, 13833: const    -0.024074
vwretd    3.108265
SMB       0.001149
HML       0.005356
dtype: float64, 13834: const    -0.020978
vwretd    2.808339
SMB      -0.014161
HML       0.021230
dtype: float64, 13835: const    -0.002923
vwretd    0.793054
SMB       0.000103
HML       0.001978
dtype: float64, 13836: const     0.002585
vwretd    0.319348
SMB       0.000668
HML      -0.001858
dtype: float64, 13837: const    -0.000466
vwretd    0.972074
SMB       0.002598
HML       0.000646
dtype: float64, 13838: const    -0.005489
vwretd    0.823133
SMB      -0.002201
HML       0.001809
dtype: float64, 13839: const    -0.004816
vwretd    1.006770
SMB      -0.001686
HML       0.002567
dtype: float64, 13840: const    -0.005368
vwretd    0.881912
SMB      -0.002003
HML       0.002225
dtype: float64, 13841: const    -0.023753
vwretd    1.275819
SMB      -0.000457
HML       0.006370
dtype: float64, 13842: const    -0.014852
vwretd    0.400865
SMB       0.001110
HML       0.004476
dtype: float64, 13843: const     0.005501
vwretd    1.497033
SMB       0.004267
HML      -0.004087
dtype: float64, 13844: const    -0.104018
vwretd    0.849054
SMB       0.023912
HML       0.013371
dtype: float64, 13845: const     0.001642
vwretd    0.772149
SMB      -0.000954
HML      -0.001311
dtype: float64, 13846: const     0.001312
vwretd    0.858545
SMB       0.006543
HML      -0.000512
dtype: float64, 13847: const     0.000681
vwretd    1.011195
SMB       0.000282
HML       0.001150
dtype: float64, 13848: const     0.005362
vwretd    0.852249
SMB       0.034299
HML       0.011039
dtype: float64, 13850: const    -0.000532
vwretd    1.010910
SMB       0.000550
HML       0.003951
dtype: float64, 13851: const     0.002455
vwretd    0.946250
SMB      -0.001080
HML      -0.002732
dtype: float64, 13852: const     0.002266
vwretd    0.033743
SMB      -0.000177
HML      -0.000377
dtype: float64, 13853: const     0.001566
vwretd    0.007649
SMB      -0.000175
HML      -0.000339
dtype: float64, 13854: const     0.000848
vwretd    0.008522
SMB       0.000044
HML      -0.000254
dtype: float64, 13855: const     0.000319
vwretd   -0.009228
SMB       0.000068
HML      -0.000118
dtype: float64, 13856: const     0.005418
vwretd    1.007468
SMB       0.001039
HML       0.000655
dtype: float64, 13857: const    -0.013827
vwretd    1.105570
SMB       0.051824
HML       0.001967
dtype: float64, 13858: const    -0.000693
vwretd   -1.514081
SMB       0.009841
HML      -0.030011
dtype: float64, 13859: const    -0.000028
vwretd    0.264146
SMB       0.000511
HML       0.000905
dtype: float64, 13860: const     0.005713
vwretd    1.647809
SMB       0.007619
HML       0.007548
dtype: float64, 13861: const     0.002114
vwretd    1.545564
SMB       0.001935
HML      -0.013030
dtype: float64, 13862: const    -0.002986
vwretd    1.605031
SMB       0.004366
HML       0.003969
dtype: float64, 13863: const    -0.018087
vwretd    1.084434
SMB       0.017178
HML      -0.002722
dtype: float64, 13864: const    -0.004467
vwretd    1.258379
SMB       0.010422
HML       0.021477
dtype: float64, 13865: const     0.017188
vwretd    0.392160
SMB       0.012508
HML      -0.007358
dtype: float64, 13866: const     0.029068
vwretd    0.472093
SMB       0.021216
HML       0.026413
dtype: float64, 13867: const    -0.000987
vwretd    0.853957
SMB       0.008863
HML       0.007920
dtype: float64, 13868: const    -0.034684
vwretd    2.392500
SMB      -0.027967
HML       0.000210
dtype: float64, 13869: const    -0.020590
vwretd    1.206351
SMB       0.003661
HML      -0.004376
dtype: float64, 13870: const     0.002628
vwretd    0.878960
SMB       0.032379
HML       0.000721
dtype: float64, 13871: const    -0.021278
vwretd    1.513021
SMB      -0.001683
HML       0.005985
dtype: float64, 13872: const    -0.009079
vwretd    0.877391
SMB       0.020630
HML       0.017774
dtype: float64, 13873: const     0.008637
vwretd    1.833308
SMB       0.007289
HML       0.001443
dtype: float64, 13874: const    -0.138566
vwretd    2.283944
SMB       0.000239
HML      -0.031321
dtype: float64, 13875: const     0.009330
vwretd    0.731694
SMB      -0.001891
HML      -0.003672
dtype: float64, 13876: const    -0.001854
vwretd    0.761800
SMB       0.006654
HML       0.005561
dtype: float64, 13877: const     0.002861
vwretd    1.254259
SMB       0.011440
HML       0.010473
dtype: float64, 13878: const    -0.000655
vwretd    1.452147
SMB       0.006493
HML      -0.010766
dtype: float64, 13879: const    -0.000353
vwretd    1.032815
SMB      -0.001176
HML      -0.006551
dtype: float64, 13880: const     0.009144
vwretd    1.117504
SMB      -0.000173
HML      -0.010829
dtype: float64, 13881: const     0.051970
vwretd    0.753438
SMB       0.058257
HML      -0.027521
dtype: float64, 13883: const    -0.043976
vwretd    1.205157
SMB       0.008655
HML      -0.006641
dtype: float64, 13884: const    -0.049814
vwretd    0.822284
SMB      -0.019241
HML      -0.008562
dtype: float64, 13885: const     0.008671
vwretd   -0.120885
SMB       0.003722
HML       0.001709
dtype: float64, 13886: const    -0.002217
vwretd    0.077857
SMB       0.004352
HML      -0.005612
dtype: float64, 13887: const     0.002606
vwretd    0.786403
SMB       0.003846
HML       0.004177
dtype: float64, 13888: const     0.002621
vwretd    1.113907
SMB       0.004423
HML       0.005226
dtype: float64, 13889: const     0.001067
vwretd    0.618135
SMB       0.006885
HML      -0.005611
dtype: float64, 13890: const     0.011356
vwretd    0.100156
SMB       0.024354
HML       0.001799
dtype: float64, 13891: const     0.022759
vwretd    1.710166
SMB       0.009410
HML       0.011033
dtype: float64, 13892: const     0.064077
vwretd   -4.106194
SMB       0.031576
HML      -0.009557
dtype: float64, 13893: const     0.045646
vwretd   -5.659151
SMB       0.021011
HML      -0.057703
dtype: float64, 13894: const    -0.003634
vwretd    1.473596
SMB       0.005471
HML       0.002730
dtype: float64, 13895: const    -0.032101
vwretd    2.948764
SMB       0.021267
HML       0.009943
dtype: float64, 13896: const    -0.014707
vwretd    1.164947
SMB       0.030692
HML       0.000360
dtype: float64, 13897: const    -0.000493
vwretd    0.739754
SMB      -0.001586
HML       0.000018
dtype: float64, 13898: const     0.000923
vwretd    0.720518
SMB      -0.001255
HML      -0.000100
dtype: float64, 13899: const     0.004802
vwretd    0.270118
SMB       0.021631
HML       0.003731
dtype: float64, 13900: const     0.002463
vwretd   -0.315271
SMB      -0.007099
HML      -0.007065
dtype: float64, 13901: const     0.009631
vwretd    0.676959
SMB      -0.000561
HML      -0.000268
dtype: float64, 13902: const    -0.011748
vwretd    0.314134
SMB       0.008579
HML      -0.000295
dtype: float64, 13903: const     0.015804
vwretd    0.855846
SMB       0.011025
HML       0.005616
dtype: float64, 13904: const    -0.000176
vwretd    1.172274
SMB       0.001225
HML       0.007814
dtype: float64, 13905: const    -0.001091
vwretd    0.732314
SMB       0.000986
HML       0.001160
dtype: float64, 13906: const    -0.001708
vwretd    1.268885
SMB       0.013149
HML      -0.003558
dtype: float64, 13907: const     0.000841
vwretd    1.609461
SMB       0.003231
HML       0.008656
dtype: float64, 13908: const     0.006200
vwretd    1.256477
SMB       0.001888
HML       0.000993
dtype: float64, 13909: const    -0.007960
vwretd    2.440449
SMB       0.003259
HML       0.004729
dtype: float64, 13910: const    -0.006199
vwretd    0.666075
SMB      -0.001738
HML       0.006226
dtype: float64, 13911: const     0.007506
vwretd    1.218782
SMB       0.002316
HML      -0.001605
dtype: float64, 13912: const    -0.002556
vwretd    0.804934
SMB      -0.000962
HML       0.003674
dtype: float64, 13913: const     0.000468
vwretd    0.120512
SMB      -0.000357
HML      -0.000613
dtype: float64, 13914: const     0.008877
vwretd    1.261048
SMB       0.009567
HML      -0.014513
dtype: float64, 13915: const     0.009022
vwretd    1.055123
SMB       0.002738
HML       0.002396
dtype: float64, 13917: const     0.001040
vwretd    1.737228
SMB       0.014015
HML       0.007842
dtype: float64, 13918: const     0.001731
vwretd    2.271726
SMB       0.006771
HML      -0.010864
dtype: float64, 13919: const    -0.003590
vwretd    1.200468
SMB       0.007272
HML       0.006995
dtype: float64, 13920: const     0.055441
vwretd   -1.408294
SMB      -0.027875
HML      -0.097013
dtype: float64, 13921: const     0.004923
vwretd    1.251685
SMB       0.012620
HML       0.011885
dtype: float64, 13922: const     0.002166
vwretd    0.921036
SMB      -0.001993
HML       0.000755
dtype: float64, 13923: const    -0.115672
vwretd    4.866311
SMB      -0.019402
HML       0.034567
dtype: float64, 13924: const     0.014024
vwretd   -0.416077
SMB       0.043505
HML      -0.022382
dtype: float64, 13925: const     0.000445
vwretd    0.249801
SMB       0.000540
HML       0.000811
dtype: float64, 13926: const     0.016464
vwretd    1.612527
SMB       0.020002
HML      -0.004301
dtype: float64, 13927: const     0.000384
vwretd    0.971892
SMB       0.007547
HML       0.005964
dtype: float64, 13928: const     0.001383
vwretd    1.079037
SMB      -0.002094
HML       0.004945
dtype: float64, 13929: const      0.066816
vwretd    12.456867
SMB       -0.110390
HML        0.012736
dtype: float64, 13930: const    -0.013559
vwretd    0.969224
SMB       0.000821
HML      -0.005088
dtype: float64, 13931: const     0.015475
vwretd    0.214921
SMB       0.005183
HML       0.001224
dtype: float64, 13932: const     0.007963
vwretd    1.120738
SMB       0.008611
HML      -0.018067
dtype: float64, 13933: const     0.019879
vwretd    1.325259
SMB       0.001462
HML      -0.010971
dtype: float64, 13934: const    -0.050014
vwretd    1.312244
SMB       0.011427
HML       0.007865
dtype: float64, 13935: const     0.007644
vwretd    0.671581
SMB       0.002441
HML      -0.000699
dtype: float64, 13936: const     0.002998
vwretd    0.965459
SMB       0.007227
HML       0.002253
dtype: float64, 13937: const    -0.093499
vwretd   -1.107842
SMB       0.013154
HML      -0.019245
dtype: float64, 13938: const     0.003713
vwretd    1.177460
SMB       0.003902
HML       0.003555
dtype: float64, 13939: const    -0.034435
vwretd    2.080377
SMB       0.025871
HML      -0.011689
dtype: float64, 13940: const    -0.007089
vwretd    2.182936
SMB       0.019674
HML      -0.015654
dtype: float64, 13941: const    -0.018415
vwretd    1.441945
SMB      -0.001163
HML      -0.001517
dtype: float64, 13942: const     0.118438
vwretd    1.236237
SMB       0.042125
HML      -0.049129
dtype: float64, 13943: const     0.004826
vwretd    1.476065
SMB       0.010049
HML       0.010247
dtype: float64, 13944: const    -0.002957
vwretd    1.095747
SMB       0.015332
HML       0.007292
dtype: float64, 13945: const    -0.004909
vwretd    1.256538
SMB       0.010486
HML       0.007935
dtype: float64, 13946: const     0.005727
vwretd    1.363533
SMB      -0.004500
HML       0.011180
dtype: float64, 13947: const     0.011775
vwretd    0.937946
SMB       0.027598
HML      -0.004048
dtype: float64, 13948: const     0.000511
vwretd    0.107559
SMB      -0.000568
HML      -0.000831
dtype: float64, 13949: const     0.013374
vwretd    1.106266
SMB      -0.000501
HML       0.001870
dtype: float64, 13950: const     0.003387
vwretd    0.500711
SMB       0.001752
HML       0.001843
dtype: float64, 13951: const    -0.001128
vwretd    0.597066
SMB      -0.003387
HML      -0.001421
dtype: float64, 13952: const    -0.066682
vwretd    2.786554
SMB       0.032733
HML      -0.006771
dtype: float64, 13953: const     0.009490
vwretd    1.125516
SMB       0.012678
HML       0.000906
dtype: float64, 13954: const     0.013159
vwretd    0.569926
SMB       0.014579
HML      -0.001807
dtype: float64, 13956: const     0.008377
vwretd    1.222148
SMB       0.007546
HML       0.008040
dtype: float64, 13957: const     0.005906
vwretd    1.175429
SMB       0.007146
HML       0.004189
dtype: float64, 13958: const    -0.001517
vwretd    0.301792
SMB      -0.000691
HML       0.000212
dtype: float64, 13959: const    -0.012555
vwretd    1.035060
SMB       0.004042
HML       0.002434
dtype: float64, 13960: const     0.051675
vwretd    0.576634
SMB       0.023266
HML       0.015323
dtype: float64, 13961: const     0.012570
vwretd    0.429974
SMB       0.000224
HML      -0.003962
dtype: float64, 13962: const     0.000542
vwretd    1.120283
SMB       0.020362
HML      -0.008971
dtype: float64, 13963: const    -0.005433
vwretd    1.414769
SMB       0.000561
HML       0.003141
dtype: float64, 13964: const    -0.005127
vwretd    1.413293
SMB       0.001121
HML       0.003146
dtype: float64, 13965: const    -0.030568
vwretd    0.800992
SMB       0.010840
HML      -0.010988
dtype: float64, 13966: const    -0.008645
vwretd    1.121459
SMB       0.018927
HML      -0.002972
dtype: float64, 13967: const     0.027467
vwretd    0.535466
SMB       0.017356
HML      -0.008474
dtype: float64, 13968: const     0.091783
vwretd    4.057051
SMB      -0.006552
HML      -0.060174
dtype: float64, 13969: const     0.003940
vwretd    0.685388
SMB       0.010149
HML       0.006804
dtype: float64, 13970: const    -0.002375
vwretd    0.371970
SMB       0.000640
HML      -0.013988
dtype: float64, 13971: const    -0.001525
vwretd    0.420570
SMB      -0.001302
HML      -0.000315
dtype: float64, 13972: const    -0.003698
vwretd    0.856382
SMB      -0.001786
HML       0.003290
dtype: float64, 13973: const    -0.000480
vwretd    1.062952
SMB       0.003780
HML       0.001933
dtype: float64, 13974: const    -0.002595
vwretd    0.824033
SMB      -0.001485
HML       0.000238
dtype: float64, 13975: const    -0.002164
vwretd    0.615003
SMB      -0.000553
HML       0.000885
dtype: float64, 13976: const    -0.019256
vwretd    0.470952
SMB       0.015896
HML       0.001778
dtype: float64, 13977: const    -0.042724
vwretd    2.148158
SMB       0.013079
HML       0.012805
dtype: float64, 13978: const     0.009051
vwretd    0.962823
SMB      -0.001414
HML      -0.001579
dtype: float64, 13979: const     0.008024
vwretd    1.110856
SMB       0.008639
HML       0.006228
dtype: float64, 13980: const     0.000572
vwretd    0.995290
SMB       0.005010
HML       0.006213
dtype: float64, 13981: const    -0.020810
vwretd    2.105137
SMB      -0.002395
HML       0.004114
dtype: float64, 13983: const     0.000006
vwretd    1.483549
SMB       0.011389
HML       0.004943
dtype: float64, 13984: const     0.005061
vwretd    0.463575
SMB       0.000177
HML      -0.000990
dtype: float64, 13985: const     0.001413
vwretd    0.145915
SMB      -0.000927
HML      -0.001295
dtype: float64, 13986: const     0.041687
vwretd   -2.996533
SMB       0.008128
HML       0.002426
dtype: float64, 13987: const    -0.003968
vwretd    0.874802
SMB       0.007156
HML       0.012534
dtype: float64, 13988: const     0.014807
vwretd    2.075047
SMB       0.049449
HML       0.040738
dtype: float64, 13989: const    -0.015247
vwretd    2.230077
SMB      -0.002421
HML      -0.002669
dtype: float64, 13990: const    -0.000685
vwretd    0.625192
SMB       0.000845
HML       0.003115
dtype: float64, 13991: const    -0.000451
vwretd    0.816619
SMB      -0.001393
HML      -0.000451
dtype: float64, 13992: const     0.015947
vwretd    1.049999
SMB       0.025234
HML      -0.012613
dtype: float64, 13993: const    -0.007413
vwretd    1.141711
SMB       0.014678
HML      -0.005996
dtype: float64, 13994: const     0.001999
vwretd    0.672262
SMB       0.001702
HML       0.000980
dtype: float64, 13995: const    -0.016928
vwretd    0.829348
SMB       0.015570
HML       0.011549
dtype: float64, 13996: const    -0.046215
vwretd    0.709433
SMB       0.006603
HML       0.016304
dtype: float64, 13997: const    -0.014399
vwretd    1.223991
SMB      -0.003588
HML       0.007396
dtype: float64, 13998: const     0.011697
vwretd    1.165761
SMB       0.014546
HML      -0.004725
dtype: float64, 13999: const    -0.003518
vwretd    0.559560
SMB      -0.000278
HML       0.003557
dtype: float64, 14000: const    -0.003539
vwretd    0.949593
SMB       0.002577
HML      -0.001196
dtype: float64, 14001: const     0.004130
vwretd    0.764139
SMB      -0.001425
HML      -0.001445
dtype: float64, 14002: const     0.000215
vwretd    0.232937
SMB       0.000278
HML       0.000764
dtype: float64, 14003: const    -0.002210
vwretd    0.864744
SMB       0.000229
HML       0.001866
dtype: float64, 14004: const    -0.094652
vwretd    3.355989
SMB       0.006340
HML       0.052059
dtype: float64, 14005: const     0.004711
vwretd    1.796532
SMB       0.012060
HML       0.009408
dtype: float64, 14006: const     0.010545
vwretd    1.620698
SMB       0.015333
HML      -0.003226
dtype: float64, 14007: const    -0.000727
vwretd    0.920075
SMB       0.022823
HML       0.008267
dtype: float64, 14008: const     0.015194
vwretd    0.847869
SMB      -0.001494
HML      -0.006456
dtype: float64, 14009: const     0.006092
vwretd    0.701971
SMB       0.002299
HML      -0.002763
dtype: float64, 14010: const    -0.000212
vwretd    2.100784
SMB       0.004702
HML      -0.007686
dtype: float64, 14011: const    -0.050227
vwretd    2.791645
SMB       0.013723
HML      -0.006046
dtype: float64, 14012: const    -0.003876
vwretd   -0.916161
SMB       0.000234
HML      -0.001470
dtype: float64, 14013: const     0.001903
vwretd    0.087332
SMB      -0.000320
HML      -0.000937
dtype: float64, 14014: const     0.001924
vwretd    0.055296
SMB      -0.000080
HML      -0.000824
dtype: float64, 14015: const     0.057905
vwretd    1.501667
SMB       0.047118
HML      -0.017730
dtype: float64, 14016: const     0.008661
vwretd    2.038241
SMB       0.062051
HML       0.013464
dtype: float64, 14017: const     0.012651
vwretd    2.024513
SMB       0.009859
HML      -0.012207
dtype: float64, 14018: const     0.000664
vwretd    0.990097
SMB       0.002902
HML       0.014054
dtype: float64, 14019: const    -0.018538
vwretd    0.719743
SMB       0.010097
HML       0.007233
dtype: float64, 14020: const     0.000590
vwretd    1.016932
SMB      -0.001861
HML      -0.000636
dtype: float64, 14021: const     0.000543
vwretd    0.002685
SMB      -0.000130
HML       0.000157
dtype: float64, 14022: const     0.000910
vwretd    0.022692
SMB      -0.000098
HML      -0.000146
dtype: float64, 14023: const     0.002289
vwretd    0.051350
SMB      -0.000076
HML      -0.000293
dtype: float64, 14024: const     0.000963
vwretd    0.935514
SMB       0.011216
HML      -0.006194
dtype: float64, 14025: const     0.001827
vwretd    0.008153
SMB       0.000019
HML      -0.000295
dtype: float64, 14026: const    -0.066742
vwretd    4.004018
SMB       0.012458
HML       0.038049
dtype: float64, 14027: const    -0.000806
vwretd    0.699981
SMB       0.002191
HML       0.001278
dtype: float64, 14028: const     0.001061
vwretd    0.589252
SMB       0.003340
HML      -0.000705
dtype: float64, 14029: const     0.052425
vwretd   -1.667059
SMB       0.025032
HML       0.019272
dtype: float64, 14030: const     0.003184
vwretd    1.032049
SMB      -0.000110
HML      -0.001497
dtype: float64, 14031: const     0.000552
vwretd    1.144550
SMB       0.044817
HML       0.015906
dtype: float64, 14032: const      0.251275
vwretd    29.589965
SMB       -0.705651
HML        0.493953
dtype: float64, 14033: const    -0.029782
vwretd    0.976707
SMB       0.025174
HML      -0.009946
dtype: float64, 14034: const     0.012372
vwretd    0.188139
SMB       0.011974
HML       0.001731
dtype: float64, 14035: const     0.001915
vwretd    1.067164
SMB       0.000419
HML       0.009999
dtype: float64, 14036: const     0.001455
vwretd    0.737299
SMB      -0.000378
HML      -0.000739
dtype: float64, 14037: const     0.010248
vwretd    0.803414
SMB      -0.000495
HML      -0.002679
dtype: float64, 14038: const     0.000113
vwretd    1.034390
SMB       0.007784
HML       0.002869
dtype: float64, 14039: const    -0.001368
vwretd    1.105052
SMB       0.000751
HML       0.001385
dtype: float64, 14040: const     0.025851
vwretd   -1.009595
SMB       0.017934
HML       0.000874
dtype: float64, 14041: const     0.153075
vwretd   -3.070513
SMB       0.003847
HML      -0.019993
dtype: float64, 14042: const    -0.010132
vwretd    1.413642
SMB       0.014314
HML       0.009282
dtype: float64, 14043: const     0.004225
vwretd    1.076023
SMB       0.008663
HML      -0.005126
dtype: float64, 14044: const     0.005945
vwretd    1.045013
SMB       0.014649
HML      -0.002481
dtype: float64, 14045: const    -0.004343
vwretd    1.786554
SMB       0.007675
HML       0.009108
dtype: float64, 14046: const    -0.042177
vwretd    1.191316
SMB       0.024202
HML       0.000196
dtype: float64, 14047: const    -0.000138
vwretd    0.994289
SMB       0.006338
HML       0.004644
dtype: float64, 14048: const     0.001386
vwretd    0.836137
SMB       0.000750
HML      -0.000669
dtype: float64, 14049: const    -0.099906
vwretd    2.946236
SMB      -0.018190
HML       0.005420
dtype: float64, 14050: const    -0.002075
vwretd    0.796865
SMB       0.001882
HML       0.005300
dtype: float64, 14051: const    -0.019055
vwretd    0.301165
SMB       0.020449
HML      -0.006398
dtype: float64, 14052: const     0.208107
vwretd   -5.492678
SMB       0.128012
HML       0.030639
dtype: float64, 14053: const    -0.154510
vwretd    1.003354
SMB      -0.006224
HML      -0.043339
dtype: float64, 14054: const     0.031483
vwretd    0.898050
SMB       0.026127
HML      -0.007046
dtype: float64, 14055: const    -0.046762
vwretd    1.538837
SMB       0.014855
HML      -0.016430
dtype: float64, 14056: const    -0.058613
vwretd    1.216771
SMB       0.025745
HML      -0.005622
dtype: float64, 14057: const    -0.021110
vwretd    1.135792
SMB       0.019838
HML      -0.005697
dtype: float64, 14058: const     0.002177
vwretd    0.930319
SMB       0.000485
HML      -0.001853
dtype: float64, 14059: const     0.012835
vwretd    0.482156
SMB       0.015921
HML      -0.009489
dtype: float64, 14060: const    -0.068045
vwretd    1.163508
SMB      -0.001706
HML       0.001567
dtype: float64, 14061: const     0.002549
vwretd    0.658726
SMB      -0.000782
HML      -0.002154
dtype: float64, 14062: const     0.067581
vwretd   -1.177539
SMB      -0.009719
HML      -0.025151
dtype: float64, 14063: const     0.007381
vwretd    0.563136
SMB       0.016638
HML       0.013990
dtype: float64, 14064: const     0.002034
vwretd    1.146753
SMB      -0.000464
HML       0.010849
dtype: float64, 14065: const    -0.007125
vwretd    0.171580
SMB       0.010032
HML      -0.004039
dtype: float64, 14066: const     0.000526
vwretd    0.976458
SMB       0.001396
HML       0.004332
dtype: float64, 14067: const    -0.003956
vwretd   -0.280975
SMB       0.024214
HML      -0.008386
dtype: float64, 14068: const     0.001842
vwretd   -0.068381
SMB       0.001374
HML       0.000935
dtype: float64, 14069: const    -0.003611
vwretd    1.277732
SMB       0.003640
HML       0.007673
dtype: float64, 14070: const    -0.008687
vwretd    0.374746
SMB      -0.000769
HML       0.004504
dtype: float64, 14071: const     0.006358
vwretd    0.991491
SMB       0.000345
HML       0.000437
dtype: float64, 14072: const    -0.012502
vwretd    1.698136
SMB       0.025275
HML      -0.009629
dtype: float64, 14073: const    -0.003016
vwretd    0.857952
SMB       0.004942
HML       0.000921
dtype: float64, 14074: const    -0.042987
vwretd    0.687943
SMB       0.005902
HML      -0.000532
dtype: float64, 14075: const    -0.002579
vwretd    0.813556
SMB       0.008465
HML       0.003134
dtype: float64, 14076: const     0.015509
vwretd    0.821064
SMB      -0.002490
HML       0.000256
dtype: float64, 14077: const    -0.005776
vwretd    1.220768
SMB      -0.008804
HML       0.021091
dtype: float64, 14078: const    -0.002808
vwretd    0.822597
SMB      -0.001369
HML       0.003847
dtype: float64, 14079: const    -0.003299
vwretd    0.897078
SMB       0.000126
HML       0.001699
dtype: float64, 14080: const    -0.003561
vwretd    0.878434
SMB      -0.001219
HML       0.003221
dtype: float64, 14081: const    -0.000295
vwretd    1.084004
SMB       0.005888
HML       0.003881
dtype: float64, 14082: const    -0.000458
vwretd    0.958945
SMB       0.001972
HML       0.005976
dtype: float64, 14083: const    -0.041044
vwretd    1.707204
SMB       0.015415
HML       0.029758
dtype: float64, 14084: const     0.001347
vwretd    0.985263
SMB      -0.000319
HML       0.002872
dtype: float64, 14085: const     0.001201
vwretd    0.998627
SMB       0.000251
HML       0.002904
dtype: float64, 14086: const    -0.001535
vwretd    0.569453
SMB      -0.001974
HML       0.006547
dtype: float64, 14087: const    -0.000783
vwretd    0.426335
SMB       0.007924
HML      -0.013274
dtype: float64, 14088: const    -0.012107
vwretd    0.874778
SMB       0.002741
HML       0.004647
dtype: float64, 14089: const    -0.013288
vwretd    0.954422
SMB       0.015194
HML       0.014518
dtype: float64, 14090: const    -0.001335
vwretd    1.568219
SMB       0.000671
HML       0.003020
dtype: float64, 14091: const    -0.000744
vwretd    0.944279
SMB       0.011862
HML       0.006673
dtype: float64, 14092: const     0.007596
vwretd    0.575888
SMB       0.006180
HML       0.013486
dtype: float64, 14093: const     0.021803
vwretd    0.050263
SMB       0.027722
HML      -0.016105
dtype: float64, 14094: const    -0.048396
vwretd    1.435279
SMB       0.020017
HML      -0.010852
dtype: float64, 14095: const     0.010365
vwretd    0.120017
SMB       0.016931
HML      -0.010066
dtype: float64, 14096: const    -0.003695
vwretd    0.790490
SMB      -0.000254
HML       0.001668
dtype: float64, 14097: const     0.013486
vwretd    1.422586
SMB       0.012547
HML      -0.001633
dtype: float64, 14098: const    -0.000741
vwretd    0.622527
SMB       0.004787
HML      -0.003078
dtype: float64, 14099: const    -0.000077
vwretd   -0.014527
SMB       0.027820
HML       0.004985
dtype: float64, 14101: const     0.256350
vwretd   -3.597889
SMB       0.122217
HML      -0.029248
dtype: float64, 14102: const    -0.000182
vwretd    0.429028
SMB       0.000644
HML      -0.003153
dtype: float64, 14103: const     0.007455
vwretd    0.973217
SMB       0.008547
HML      -0.000290
dtype: float64, 14104: const     0.018465
vwretd    0.756820
SMB      -0.005981
HML      -0.014325
dtype: float64, 14105: const     0.009465
vwretd    2.378979
SMB       0.018126
HML      -0.032089
dtype: float64, 14106: const     0.001411
vwretd    1.427362
SMB       0.012313
HML      -0.003637
dtype: float64, 14107: const    -0.093678
vwretd    1.642752
SMB       0.015031
HML      -0.004587
dtype: float64, 14108: const    -0.004802
vwretd    0.832669
SMB      -0.001560
HML       0.002789
dtype: float64, 14127: const    -0.026044
vwretd    1.518690
SMB      -0.005971
HML       0.000428
dtype: float64, 14128: const    -0.012469
vwretd    1.574732
SMB       0.001335
HML       0.011844
dtype: float64, 14129: const    -0.000178
vwretd    0.358229
SMB       0.000416
HML       0.000319
dtype: float64, 14130: const    -0.000133
vwretd    0.321643
SMB       0.000403
HML       0.000254
dtype: float64, 14131: const    -0.004389
vwretd    1.460769
SMB       0.004423
HML      -0.002376
dtype: float64, 14132: const    -0.003136
vwretd    2.159215
SMB      -0.004699
HML       0.007557
dtype: float64, 14133: const     0.006030
vwretd    1.222654
SMB      -0.007383
HML      -0.028686
dtype: float64, 14134: const     0.006113
vwretd    0.660595
SMB       0.004572
HML       0.006375
dtype: float64, 14135: const     0.033854
vwretd    0.704106
SMB       0.017610
HML      -0.011249
dtype: float64, 14136: const     0.007411
vwretd    0.825814
SMB       0.008442
HML      -0.013026
dtype: float64, 14137: const     0.002418
vwretd    1.410038
SMB       0.027756
HML       0.026178
dtype: float64, 14138: const     0.000083
vwretd    0.479174
SMB       0.001047
HML       0.001984
dtype: float64, 14139: const    -0.086906
vwretd    4.692766
SMB       0.065268
HML       0.032958
dtype: float64, 14140: const     0.000226
vwretd    1.947291
SMB      -0.004411
HML       0.008010
dtype: float64, 14141: const     0.008093
vwretd    0.888838
SMB       0.003727
HML       0.000201
dtype: float64, 14142: const     0.000280
vwretd    0.482894
SMB       0.001259
HML       0.002890
dtype: float64, 14143: const    -0.084356
vwretd    1.266426
SMB      -0.012197
HML      -0.031669
dtype: float64, 14144: const     0.000460
vwretd    1.504485
SMB       0.004247
HML       0.007712
dtype: float64, 14145: const    -0.011271
vwretd    1.251353
SMB       0.017828
HML      -0.001321
dtype: float64, 14147: const    -0.049792
vwretd    0.529771
SMB       0.018901
HML       0.013317
dtype: float64, 14148: const    -0.047554
vwretd    2.660098
SMB       0.037080
HML       0.000371
dtype: float64, 14149: const    -0.011950
vwretd    1.483227
SMB       0.014101
HML       0.001488
dtype: float64, 14150: const    -0.021146
vwretd    0.692493
SMB       0.014360
HML      -0.001655
dtype: float64, 14151: const    -0.008622
vwretd    1.290534
SMB       0.007121
HML       0.009734
dtype: float64, 14152: const    -0.116261
vwretd   -0.721246
SMB       0.022278
HML       0.058156
dtype: float64, 14153: const    -0.000448
vwretd    0.047018
SMB      -0.001717
HML       0.000391
dtype: float64, 14154: const    -0.010013
vwretd    0.857482
SMB       0.007344
HML       0.009336
dtype: float64, 14155: const    -0.089148
vwretd    2.362411
SMB       0.048487
HML       0.017735
dtype: float64, 14156: const    -0.006721
vwretd    0.957571
SMB      -0.002767
HML       0.000775
dtype: float64, 14157: const    -0.012754
vwretd    0.924521
SMB      -0.006701
HML      -0.004716
dtype: float64, 14158: const    -0.005335
vwretd    0.479269
SMB       0.021920
HML      -0.013147
dtype: float64, 14159: const    -0.006941
vwretd    0.766755
SMB       0.014044
HML      -0.000310
dtype: float64, 14160: const     0.038842
vwretd    0.176459
SMB       0.022218
HML      -0.040519
dtype: float64, 14161: const     0.008348
vwretd    4.184172
SMB       0.023876
HML       0.003797
dtype: float64, 14162: const     0.017390
vwretd    1.319544
SMB       0.009260
HML      -0.006504
dtype: float64, 14163: const    -0.010178
vwretd    1.209394
SMB       0.013569
HML       0.013376
dtype: float64, 14164: const    -0.046801
vwretd    0.154514
SMB       0.019607
HML      -0.019395
dtype: float64, 14165: const     0.117692
vwretd   -3.540634
SMB       0.038255
HML       0.073682
dtype: float64, 14166: const     0.026244
vwretd    1.109302
SMB       0.013843
HML       0.000166
dtype: float64, 14167: const     0.027160
vwretd    1.020639
SMB       0.007195
HML      -0.002392
dtype: float64, 14168: const    -0.002478
vwretd    1.026812
SMB      -0.003414
HML      -0.006943
dtype: float64, 14169: const     0.000286
vwretd    0.314084
SMB       0.001071
HML      -0.003453
dtype: float64, 14170: const     0.014284
vwretd    1.037972
SMB       0.021598
HML       0.016992
dtype: float64, 14171: const    -0.013727
vwretd    1.998024
SMB       0.004602
HML       0.020422
dtype: float64, 14172: const     0.013606
vwretd    0.409291
SMB       0.021459
HML       0.003121
dtype: float64, 14173: const    -0.024191
vwretd    0.877443
SMB       0.022065
HML      -0.000801
dtype: float64, 14174: const    -0.034841
vwretd    1.117153
SMB       0.024968
HML      -0.009540
dtype: float64, 14175: const     0.005806
vwretd    0.629981
SMB       0.003309
HML       0.008083
dtype: float64, 14176: const     0.019347
vwretd    0.434913
SMB       0.011842
HML      -0.011045
dtype: float64, 14177: const    -0.002114
vwretd    1.430898
SMB       0.007630
HML       0.001979
dtype: float64, 14178: const     0.000215
vwretd    0.226480
SMB       0.000266
HML       0.000189
dtype: float64, 14179: const     0.003278
vwretd    2.886565
SMB       0.012048
HML       0.016821
dtype: float64, 14180: const    -0.010366
vwretd    0.417563
SMB      -0.001739
HML      -0.001543
dtype: float64, 14181: const    -0.001059
vwretd    1.333442
SMB       0.004316
HML       0.005861
dtype: float64, 14182: const     0.018290
vwretd    0.858376
SMB       0.003255
HML       0.002078
dtype: float64, 14183: const    -0.003666
vwretd    1.008909
SMB       0.004491
HML       0.005685
dtype: float64, 14184: const    -0.006288
vwretd    1.050925
SMB       0.002775
HML       0.006192
dtype: float64, 14185: const    -0.011332
vwretd    1.994112
SMB       0.015904
HML       0.012852
dtype: float64, 14186: const    -0.004377
vwretd    0.830758
SMB      -0.001043
HML       0.000687
dtype: float64, 14187: const    -0.000179
vwretd    0.764183
SMB      -0.001558
HML       0.001401
dtype: float64, 14188: const    -0.000467
vwretd    0.525997
SMB      -0.002114
HML      -0.001437
dtype: float64, 14189: const    -0.007005
vwretd    1.551062
SMB      -0.001542
HML       0.011764
dtype: float64, 14190: const    -0.003212
vwretd    0.954656
SMB       0.012247
HML       0.000256
dtype: float64, 14191: const    -0.036497
vwretd   -1.010181
SMB       0.014626
HML       0.012084
dtype: float64, 14192: const    -0.013976
vwretd    2.316242
SMB      -0.003410
HML       0.002160
dtype: float64, 14193: const    -0.009214
vwretd    1.056741
SMB       0.006468
HML       0.002725
dtype: float64, 14194: const    -0.008694
vwretd    1.034008
SMB       0.005714
HML       0.003437
dtype: float64, 14195: const    -0.008948
vwretd    1.039493
SMB       0.006426
HML       0.004518
dtype: float64, 14196: const    -0.009626
vwretd    1.028776
SMB       0.006027
HML       0.003670
dtype: float64, 14197: const     0.002230
vwretd    0.847189
SMB       0.012180
HML      -0.003821
dtype: float64, 14198: const     0.008972
vwretd    0.769411
SMB       0.013851
HML       0.000681
dtype: float64, 14199: const     0.000195
vwretd    1.198959
SMB       0.000592
HML      -0.002401
dtype: float64, 14200: const     0.002154
vwretd    0.655436
SMB      -0.004531
HML       0.000145
dtype: float64, 14201: const    -0.002609
vwretd    1.254956
SMB       0.005467
HML       0.012652
dtype: float64, 14202: const     0.001201
vwretd    1.066730
SMB       0.000944
HML       0.005502
dtype: float64, 14203: const     0.003789
vwretd    0.780443
SMB       0.000452
HML      -0.002165
dtype: float64, 14204: const    -0.000029
vwretd    1.110686
SMB       0.001080
HML       0.002020
dtype: float64, 14205: const     0.004425
vwretd    1.171616
SMB      -0.001818
HML      -0.003370
dtype: float64, 14206: const     0.003816
vwretd    0.520127
SMB      -0.003790
HML       0.000052
dtype: float64, 14207: const    -0.002779
vwretd    0.943113
SMB      -0.001002
HML      -0.000312
dtype: float64, 14208: const    -0.001206
vwretd    1.138642
SMB      -0.000227
HML       0.002846
dtype: float64, 14209: const    -0.006730
vwretd    1.350997
SMB      -0.000242
HML      -0.008117
dtype: float64, 14210: const    -0.002037
vwretd    0.759617
SMB      -0.002568
HML       0.000840
dtype: float64, 14211: const     0.000518
vwretd    0.080966
SMB      -0.000025
HML      -0.000193
dtype: float64, 14212: const    -0.000041
vwretd    0.318655
SMB       0.000247
HML       0.000893
dtype: float64, 14213: const     0.004031
vwretd    1.090971
SMB       0.004195
HML       0.001641
dtype: float64, 14214: const    -0.011177
vwretd    1.286824
SMB      -0.001983
HML      -0.001411
dtype: float64, 14215: const    -0.013444
vwretd    1.500217
SMB       0.007244
HML       0.011553
dtype: float64, 14216: const     0.037213
vwretd    1.480951
SMB      -0.001182
HML       0.023385
dtype: float64, 14217: const     0.002084
vwretd    0.892868
SMB      -0.001486
HML       0.001319
dtype: float64, 14218: const     0.006301
vwretd    0.651836
SMB      -0.000784
HML      -0.000543
dtype: float64, 14219: const     0.003637
vwretd    1.338442
SMB       0.007693
HML       0.002132
dtype: float64, 14220: const     0.009123
vwretd    0.442990
SMB       0.002156
HML      -0.006619
dtype: float64, 14221: const    -0.005314
vwretd    1.123756
SMB       0.005621
HML       0.003875
dtype: float64, 14222: const    -0.004865
vwretd    1.153881
SMB       0.007751
HML      -0.006915
dtype: float64, 14223: const     0.003140
vwretd    0.850441
SMB       0.001352
HML       0.002247
dtype: float64, 14224: const    -0.004449
vwretd    1.209616
SMB       0.001703
HML       0.001115
dtype: float64, 14225: const     0.000694
vwretd    0.044936
SMB       0.000106
HML       0.000209
dtype: float64, 14226: const     0.006809
vwretd    1.162860
SMB       0.014624
HML       0.013550
dtype: float64, 14227: const     0.012710
vwretd    0.984474
SMB       0.010909
HML      -0.005057
dtype: float64, 14228: const     0.010525
vwretd    0.597854
SMB      -0.001784
HML       0.003786
dtype: float64, 14229: const     0.003538
vwretd    1.848788
SMB       0.002698
HML       0.004375
dtype: float64, 14230: const    -0.010688
vwretd    1.651173
SMB       0.009719
HML       0.008109
dtype: float64, 14231: const     0.016844
vwretd    1.011446
SMB       0.003588
HML      -0.010934
dtype: float64, 14232: const    -0.026620
vwretd    1.623544
SMB       0.019265
HML       0.002182
dtype: float64, 14233: const    -0.006287
vwretd    1.105401
SMB      -0.006972
HML       0.003046
dtype: float64, 14234: const     0.004274
vwretd    0.602412
SMB      -0.001241
HML       0.001222
dtype: float64, 14235: const     0.002842
vwretd    1.146754
SMB       0.003495
HML       0.003916
dtype: float64, 14236: const    -0.070616
vwretd    4.574179
SMB      -0.001758
HML       0.025324
dtype: float64, 14237: const    -0.019782
vwretd    1.524970
SMB       0.042120
HML      -0.000320
dtype: float64, 14238: const     0.028269
vwretd   -0.326396
SMB       0.033112
HML      -0.006330
dtype: float64, 14239: const    -0.012754
vwretd    1.513806
SMB       0.007596
HML       0.006920
dtype: float64, 14240: const     0.002769
vwretd    0.930643
SMB       0.009447
HML       0.004544
dtype: float64, 14241: const    -0.001294
vwretd    0.942822
SMB      -0.000936
HML       0.002968
dtype: float64, 14242: const     0.018023
vwretd    0.359434
SMB       0.004834
HML       0.006545
dtype: float64, 14243: const     0.024997
vwretd    0.000422
SMB       0.021230
HML       0.037824
dtype: float64, 14244: const    -0.016183
vwretd    2.164235
SMB       0.013603
HML      -0.003213
dtype: float64, 14245: const     0.010887
vwretd    1.534418
SMB       0.018072
HML      -0.012653
dtype: float64, 14246: const     0.014118
vwretd    0.567949
SMB      -0.001826
HML      -0.006888
dtype: float64, 14247: const    -0.032891
vwretd    1.495616
SMB       0.007148
HML       0.024321
dtype: float64, 14248: const    -0.003670
vwretd    0.417750
SMB       0.000569
HML       0.004101
dtype: float64, 14249: const    -0.002496
vwretd   -0.355425
SMB       0.000190
HML      -0.002756
dtype: float64, 14250: const     0.001480
vwretd    1.174552
SMB       0.001235
HML       0.005790
dtype: float64, 14251: const    -0.272828
vwretd   -8.266879
SMB       0.141317
HML       0.091471
dtype: float64, 14252: const     0.005508
vwretd    0.926232
SMB       0.001523
HML      -0.000017
dtype: float64, 14253: const     0.029127
vwretd   -2.024235
SMB       0.104234
HML      -0.011132
dtype: float64, 14254: const    -0.045390
vwretd    3.644065
SMB       0.012130
HML       0.019006
dtype: float64, 14256: const     0.022713
vwretd    0.752411
SMB       0.024727
HML      -0.024864
dtype: float64, 14257: const    -0.004090
vwretd    2.182550
SMB       0.013643
HML      -0.008486
dtype: float64, 14258: const    -0.009382
vwretd    1.076596
SMB       0.005343
HML       0.003094
dtype: float64, 14259: const    -0.001982
vwretd    1.186811
SMB       0.003083
HML      -0.001318
dtype: float64, 14260: const     0.023695
vwretd    0.156979
SMB       0.013388
HML      -0.010329
dtype: float64, 14261: const    -0.088186
vwretd    9.165510
SMB      -0.015389
HML       0.040871
dtype: float64, 14262: const     0.013131
vwretd    1.978586
SMB       0.019251
HML      -0.019326
dtype: float64, 14263: const     0.010875
vwretd    1.398306
SMB       0.009179
HML      -0.005337
dtype: float64, 14264: const    -0.004868
vwretd    0.919275
SMB      -0.001210
HML       0.002908
dtype: float64, 14265: const    -0.004691
vwretd    1.247362
SMB       0.003228
HML       0.007874
dtype: float64, 14266: const    -0.242697
vwretd    4.382422
SMB      -0.056553
HML       0.020318
dtype: float64, 14267: const    -0.003561
vwretd    0.996302
SMB      -0.003244
HML       0.000942
dtype: float64, 14268: const    -0.007089
vwretd    1.853524
SMB       0.017574
HML       0.009889
dtype: float64, 14269: const    -0.003014
vwretd    0.299380
SMB       0.023570
HML       0.025414
dtype: float64, 14270: const     0.014226
vwretd    0.249723
SMB       0.001069
HML       0.001405
dtype: float64, 14271: const    -0.012857
vwretd    2.551056
SMB       0.017764
HML      -0.010281
dtype: float64, 14272: const    -0.032146
vwretd    1.481482
SMB      -0.008443
HML       0.001901
dtype: float64, 14273: const     0.015673
vwretd    1.147179
SMB       0.011578
HML      -0.010720
dtype: float64, 14274: const    -0.006716
vwretd    1.151115
SMB       0.023170
HML       0.000661
dtype: float64, 14275: const     0.003748
vwretd    0.584088
SMB       0.002223
HML      -0.000339
dtype: float64, 14276: const     0.033514
vwretd    4.144081
SMB      -0.032147
HML      -0.007375
dtype: float64, 14277: const    -0.003252
vwretd    1.223529
SMB       0.007346
HML       0.008823
dtype: float64, 14278: const     0.004349
vwretd    0.988574
SMB      -0.002852
HML       0.009109
dtype: float64, 14279: const    -0.007733
vwretd    1.590429
SMB       0.002725
HML       0.005425
dtype: float64, 14280: const    -0.018259
vwretd    1.767611
SMB       0.025372
HML       0.001463
dtype: float64, 14281: const    -0.003644
vwretd    0.862168
SMB      -0.000642
HML      -0.000062
dtype: float64, 14282: const     0.000341
vwretd    0.018210
SMB      -0.000073
HML      -0.000186
dtype: float64, 14283: const    -0.008217
vwretd    0.958342
SMB      -0.002406
HML       0.002253
dtype: float64, 14284: const    -0.006300
vwretd    0.758672
SMB      -0.002402
HML       0.002318
dtype: float64, 14285: const    -0.011533
vwretd    1.115292
SMB       0.038363
HML       0.002562
dtype: float64, 14286: const     0.005593
vwretd    0.761688
SMB       0.021942
HML       0.002043
dtype: float64, 14287: const    -0.023344
vwretd    2.054216
SMB      -0.000931
HML       0.013532
dtype: float64, 14288: const    -0.095947
vwretd    2.044111
SMB      -0.010344
HML       0.009735
dtype: float64, 14289: const     0.005253
vwretd   -0.288556
SMB       0.015330
HML      -0.006543
dtype: float64, 14290: const     0.026317
vwretd    1.360685
SMB       0.017351
HML       0.003086
dtype: float64, 14291: const    -0.021455
vwretd    3.435739
SMB      -0.023319
HML       0.004037
dtype: float64, 14292: const     0.049800
vwretd   -0.647150
SMB       0.011415
HML      -0.000831
dtype: float64, 14293: const     0.004578
vwretd    0.319036
SMB       0.027215
HML       0.016737
dtype: float64, 14294: const    -0.000999
vwretd    0.701735
SMB       0.021161
HML      -0.004743
dtype: float64, 14295: const     0.008492
vwretd    0.584916
SMB       0.007899
HML      -0.002132
dtype: float64, 14296: const    -0.016140
vwretd    1.514114
SMB       0.014725
HML       0.015340
dtype: float64, 14297: const     0.001148
vwretd    1.060664
SMB       0.000567
HML       0.002419
dtype: float64, 14298: const    -0.004039
vwretd    0.644462
SMB       0.004157
HML       0.000630
dtype: float64, 14299: const    -0.026805
vwretd    0.540637
SMB       0.016080
HML      -0.001576
dtype: float64, 14300: const    -0.025045
vwretd    0.960896
SMB       0.006303
HML      -0.007959
dtype: float64, 14301: const    -0.007272
vwretd    1.536427
SMB       0.002090
HML       0.006948
dtype: float64, 14302: const     0.000602
vwretd    0.491323
SMB       0.001080
HML       0.000798
dtype: float64, 14303: const     0.019006
vwretd    0.436086
SMB      -0.001803
HML       0.008011
dtype: float64, 14304: const     0.015037
vwretd    0.676707
SMB       0.012013
HML       0.005212
dtype: float64, 14305: const      0.230059
vwretd    11.975675
SMB        0.001402
HML        0.090531
dtype: float64, 14306: const     0.001269
vwretd    0.794515
SMB       0.015463
HML       0.005332
dtype: float64, 14307: const     0.005156
vwretd    0.398615
SMB       0.013838
HML      -0.001205
dtype: float64, 14308: const    -0.011810
vwretd    1.406278
SMB       0.006734
HML       0.009013
dtype: float64, 14309: const    -0.003006
vwretd    0.485401
SMB      -0.001994
HML       0.001572
dtype: float64, 14310: const     0.006875
vwretd    0.649987
SMB       0.004983
HML       0.009860
dtype: float64, 14311: const    -0.037609
vwretd    0.707649
SMB       0.002190
HML       0.011825
dtype: float64, 14312: const     0.011836
vwretd    0.896100
SMB       0.011502
HML       0.014026
dtype: float64, 14313: const     0.007122
vwretd    0.851347
SMB       0.029703
HML      -0.000547
dtype: float64, 14314: const     0.009006
vwretd    1.420719
SMB       0.001315
HML      -0.001493
dtype: float64, 14315: const     0.018198
vwretd    0.773283
SMB       0.011297
HML      -0.011197
dtype: float64, 14316: const     0.001888
vwretd    0.574112
SMB       0.018859
HML      -0.000555
dtype: float64, 14317: const     0.017590
vwretd    1.253251
SMB       0.008604
HML       0.003655
dtype: float64, 14318: const     0.005424
vwretd    1.173415
SMB       0.004993
HML       0.008320
dtype: float64, 14319: const     0.005131
vwretd    0.730210
SMB       0.016720
HML       0.008615
dtype: float64, 14320: const     0.003959
vwretd    2.107133
SMB      -0.003965
HML       0.001663
dtype: float64, 14321: const     0.017982
vwretd    1.757338
SMB       0.031461
HML      -0.027829
dtype: float64, 14322: const     0.001254
vwretd    1.129540
SMB      -0.001416
HML       0.001259
dtype: float64, 14323: const     0.002569
vwretd    1.184823
SMB       0.006714
HML      -0.000783
dtype: float64, 14324: const     0.002303
vwretd    0.035685
SMB       0.000135
HML       0.002820
dtype: float64, 14325: const     0.010695
vwretd    0.639315
SMB       0.013367
HML      -0.018198
dtype: float64, 14326: const     0.015130
vwretd    1.289959
SMB       0.009236
HML      -0.010445
dtype: float64, 14327: const    -0.018346
vwretd   -1.818313
SMB       0.005377
HML       0.015885
dtype: float64, 14328: const     0.055651
vwretd    0.931242
SMB       0.069114
HML       0.008733
dtype: float64, 14329: const    -0.000441
vwretd    1.441526
SMB      -0.000307
HML       0.003379
dtype: float64, 14330: const     0.034724
vwretd    2.329446
SMB       0.014360
HML       0.008841
dtype: float64, 14331: const     0.015295
vwretd    0.973596
SMB       0.016737
HML      -0.011613
dtype: float64, 14332: const     0.005838
vwretd    0.455931
SMB       0.004171
HML       0.001413
dtype: float64, 14333: const    -0.003200
vwretd    0.926086
SMB      -0.000822
HML       0.003620
dtype: float64, 14334: const    -0.001362
vwretd    0.985189
SMB       0.004535
HML       0.005833
dtype: float64, 14335: const    -0.000494
vwretd    0.961552
SMB       0.008084
HML      -0.000693
dtype: float64, 14336: const     0.004809
vwretd    1.484389
SMB       0.007041
HML       0.000244
dtype: float64, 14337: const     0.002265
vwretd    0.828767
SMB      -0.000273
HML       0.000114
dtype: float64, 14338: const     0.003898
vwretd    1.237727
SMB       0.000626
HML       0.003261
dtype: float64, 14339: const    -0.009602
vwretd    0.856121
SMB       0.017029
HML      -0.006752
dtype: float64, 14340: const    -0.022849
vwretd    1.571938
SMB       0.004001
HML      -0.006607
dtype: float64, 14341: const    -0.007953
vwretd    1.057814
SMB      -0.002566
HML       0.004345
dtype: float64, 14342: const     0.000685
vwretd    0.515625
SMB      -0.001827
HML       0.003372
dtype: float64, 14343: const     0.004241
vwretd   -0.191811
SMB       0.000801
HML      -0.000248
dtype: float64, 14344: const    -0.033316
vwretd    1.561000
SMB       0.000427
HML       0.009692
dtype: float64, 14345: const    -0.000999
vwretd    0.164128
SMB      -0.000248
HML       0.002157
dtype: float64, 14346: const     0.000354
vwretd    0.088242
SMB       0.000072
HML       0.000305
dtype: float64, 14347: const    -0.002116
vwretd    0.424440
SMB       0.000053
HML       0.005188
dtype: float64, 14348: const    -0.000715
vwretd    0.427097
SMB       0.000574
HML       0.001446
dtype: float64, 14349: const    -0.005170
vwretd    0.874229
SMB       0.007606
HML       0.001602
dtype: float64, 14350: const    -0.003389
vwretd    0.090284
SMB      -0.000720
HML      -0.000922
dtype: float64, 14351: const     0.070136
vwretd   -1.421777
SMB       0.030085
HML       0.012559
dtype: float64, 14352: const    -0.007570
vwretd    1.197905
SMB       0.011549
HML      -0.008107
dtype: float64, 14353: const     0.002937
vwretd    0.528494
SMB       0.005142
HML       0.010456
dtype: float64, 14354: const     0.001907
vwretd    0.596407
SMB      -0.001231
HML      -0.001785
dtype: float64, 14355: const    -0.024497
vwretd    0.171587
SMB       0.011510
HML       0.002944
dtype: float64, 14356: const    -0.063841
vwretd    3.913604
SMB       0.006039
HML       0.028019
dtype: float64, 14357: const     0.002174
vwretd    1.175398
SMB      -0.003989
HML       0.004176
dtype: float64, 14358: const     0.030763
vwretd    1.406071
SMB       0.048927
HML       0.015354
dtype: float64, 14359: const     0.015264
vwretd    0.558752
SMB       0.022519
HML      -0.004491
dtype: float64, 14365: const     0.013088
vwretd    0.242854
SMB       0.004218
HML       0.006224
dtype: float64, 14366: const    -0.037003
vwretd    2.516668
SMB       0.065495
HML       0.008954
dtype: float64, 14373: const    -0.002623
vwretd    1.387721
SMB       0.009797
HML       0.008674
dtype: float64, 14374: const     0.053886
vwretd   -1.374233
SMB      -0.023863
HML      -0.028389
dtype: float64, 14377: const     0.000456
vwretd    0.046915
SMB       0.000017
HML       0.000190
dtype: float64, 14378: const     0.004203
vwretd    0.820093
SMB       0.012547
HML      -0.010955
dtype: float64, 14379: const    -0.008719
vwretd    1.935838
SMB       0.010707
HML       0.022922
dtype: float64, 14380: const    -0.026713
vwretd    1.400400
SMB       0.010184
HML       0.004112
dtype: float64, 14381: const    -0.005237
vwretd    1.390761
SMB       0.013240
HML       0.016756
dtype: float64, 14382: const     0.005432
vwretd    1.013454
SMB       0.002387
HML       0.003023
dtype: float64, 14383: const    -0.004057
vwretd    0.383800
SMB      -0.003626
HML       0.001035
dtype: float64, 14384: const    -0.003543
vwretd    0.703327
SMB      -0.001220
HML       0.000766
dtype: float64, 14385: const    -0.000640
vwretd    0.700106
SMB      -0.000311
HML       0.001024
dtype: float64, 14387: const    -0.019104
vwretd    2.963372
SMB      -0.007414
HML       0.005027
dtype: float64, 14388: const    -0.020168
vwretd    1.728162
SMB      -0.001425
HML       0.006839
dtype: float64, 14392: const    -0.042596
vwretd    3.017495
SMB       0.020901
HML       0.035923
dtype: float64, 14393: const     0.019407
vwretd    0.982289
SMB       0.005157
HML       0.003746
dtype: float64, 14394: const     0.011739
vwretd    0.404990
SMB      -0.005740
HML      -0.000176
dtype: float64, 14395: const    -0.011564
vwretd    0.844850
SMB      -0.001782
HML      -0.002440
dtype: float64, 14396: const    -0.009070
vwretd    0.977286
SMB      -0.002400
HML       0.006473
dtype: float64, 14397: const    -0.013958
vwretd    0.831270
SMB       0.001221
HML      -0.001278
dtype: float64, 14398: const    -0.011988
vwretd    1.177326
SMB      -0.000675
HML       0.007983
dtype: float64, 14399: const     0.000086
vwretd    0.172647
SMB       0.000015
HML      -0.000119
dtype: float64, 14400: const    -0.011974
vwretd    2.272982
SMB       0.005002
HML       0.005741
dtype: float64, 14401: const     0.006420
vwretd    0.588089
SMB      -0.004104
HML       0.000165
dtype: float64, 14402: const    -0.002045
vwretd    1.375904
SMB       0.002636
HML       0.005635
dtype: float64, 14403: const     0.011660
vwretd    0.331831
SMB       0.005055
HML      -0.001992
dtype: float64, 14404: const     0.000942
vwretd    0.041442
SMB       0.000180
HML      -0.000072
dtype: float64, 14405: const     0.000923
vwretd    0.354797
SMB      -0.000274
HML       0.000089
dtype: float64, 14406: const    -0.006567
vwretd    1.479299
SMB       0.009802
HML       0.003463
dtype: float64, 14407: const    -0.000949
vwretd    1.099289
SMB       0.005728
HML       0.003956
dtype: float64, 14408: const     0.005816
vwretd    1.444036
SMB       0.006473
HML       0.017276
dtype: float64, 14409: const     0.000424
vwretd    1.752751
SMB       0.009763
HML       0.012649
dtype: float64, 14410: const     0.011084
vwretd    0.673385
SMB       0.002909
HML       0.001308
dtype: float64, 14411: const     0.000483
vwretd    0.995846
SMB      -0.000517
HML      -0.000141
dtype: float64, 14412: const    -0.000229
vwretd    0.980876
SMB       0.000323
HML       0.002185
dtype: float64, 14413: const    -0.000071
vwretd    1.025797
SMB      -0.000312
HML      -0.003112
dtype: float64, 14414: const     0.008423
vwretd    0.998225
SMB       0.004476
HML       0.008224
dtype: float64, 14415: const     0.003720
vwretd    0.954536
SMB      -0.000649
HML      -0.001323
dtype: float64, 14416: const    -0.072729
vwretd   -1.102856
SMB       0.034188
HML       0.066780
dtype: float64, 14417: const    -0.082370
vwretd    3.565276
SMB      -0.000122
HML       0.024707
dtype: float64, 14418: const    -0.002825
vwretd    1.177981
SMB       0.005078
HML       0.001046
dtype: float64, 14419: const    -0.030610
vwretd    1.144998
SMB       0.005526
HML      -0.007847
dtype: float64, 14420: const    -0.056161
vwretd    1.751589
SMB       0.009231
HML      -0.009069
dtype: float64, 14421: const    -0.037276
vwretd   -0.262089
SMB       0.028923
HML      -0.005461
dtype: float64, 14422: const     0.007740
vwretd    1.122813
SMB       0.011860
HML      -0.008852
dtype: float64, 14423: const    -0.023138
vwretd    1.415609
SMB       0.024109
HML      -0.009743
dtype: float64, 14424: const     0.016144
vwretd   -0.584963
SMB       0.022581
HML       0.005073
dtype: float64, 14425: const     0.018020
vwretd    0.096327
SMB       0.004088
HML      -0.001734
dtype: float64, 14426: const     0.021905
vwretd    0.868410
SMB       0.020057
HML      -0.008071
dtype: float64, 14427: const    -0.000995
vwretd    0.700116
SMB       0.000601
HML       0.001901
dtype: float64, 14428: const    -0.001446
vwretd    0.516413
SMB       0.000165
HML       0.001058
dtype: float64, 14429: const     0.000659
vwretd    0.989302
SMB       0.001222
HML       0.004634
dtype: float64, 14430: const    -0.035207
vwretd    0.251049
SMB       0.005087
HML      -0.022912
dtype: float64, 14431: const     0.004134
vwretd    2.578496
SMB      -0.011907
HML      -0.000084
dtype: float64, 14432: const     0.037774
vwretd    0.864854
SMB       0.017564
HML       0.004130
dtype: float64, 14433: const    -0.001614
vwretd    1.538608
SMB       0.003289
HML       0.004713
dtype: float64, 14434: const     0.008474
vwretd    1.344286
SMB       0.016151
HML       0.001992
dtype: float64, 14435: const    -0.012090
vwretd    1.187759
SMB       0.023535
HML      -0.006489
dtype: float64, 14436: const     0.008668
vwretd    0.868779
SMB       0.024229
HML      -0.009738
dtype: float64, 14437: const     0.004028
vwretd    1.000299
SMB       0.002881
HML       0.003545
dtype: float64, 14438: const    -0.019408
vwretd    1.233594
SMB       0.019124
HML       0.005762
dtype: float64, 14439: const     0.001764
vwretd    1.118678
SMB      -0.000339
HML       0.003519
dtype: float64, 14440: const     0.017369
vwretd    0.346326
SMB       0.023159
HML      -0.006155
dtype: float64, 14441: const     0.002366
vwretd    1.658452
SMB       0.010106
HML      -0.008184
dtype: float64, 14442: const    -0.023410
vwretd    1.386979
SMB       0.019387
HML      -0.005753
dtype: float64, 14443: const    -0.000471
vwretd    1.058500
SMB       0.003464
HML       0.004157
dtype: float64, 14444: const    -0.068822
vwretd    0.915627
SMB       0.022843
HML      -0.002888
dtype: float64, 14445: const     0.002948
vwretd    0.669859
SMB       0.010426
HML       0.010347
dtype: float64, 14446: const     0.005547
vwretd    0.904014
SMB       0.032617
HML      -0.018672
dtype: float64, 14447: const    -0.084487
vwretd    1.138196
SMB       0.004888
HML       0.026455
dtype: float64, 14448: const     0.371520
vwretd   -5.263728
SMB       0.069765
HML       0.104554
dtype: float64, 14449: const    -0.051129
vwretd    1.031252
SMB       0.022802
HML      -0.007842
dtype: float64, 14450: const    -0.003679
vwretd    1.667461
SMB       0.008838
HML       0.005742
dtype: float64, 14451: const     0.010821
vwretd    0.370959
SMB       0.008046
HML      -0.003038
dtype: float64, 14452: const     0.039558
vwretd    1.083223
SMB       0.024034
HML       0.006114
dtype: float64, 14453: const     0.003117
vwretd    2.126001
SMB       0.008536
HML       0.000701
dtype: float64, 14455: const    -0.043167
vwretd    0.378563
SMB       0.044680
HML      -0.007838
dtype: float64, 14456: const     0.017268
vwretd    0.658781
SMB       0.015246
HML      -0.001503
dtype: float64, 14457: const    -0.001455
vwretd    1.241821
SMB       0.014983
HML      -0.002027
dtype: float64, 14458: const    -0.048237
vwretd    1.751079
SMB       0.024395
HML      -0.015952
dtype: float64, 14459: const     0.005740
vwretd    0.710006
SMB       0.016550
HML      -0.002099
dtype: float64, 14460: const    -0.001027
vwretd    0.938714
SMB       0.000209
HML       0.002748
dtype: float64, 14461: const     0.001606
vwretd    1.110063
SMB       0.009411
HML       0.005799
dtype: float64, 14462: const    -0.030349
vwretd    0.408065
SMB       0.057326
HML      -0.001580
dtype: float64, 14463: const     0.018448
vwretd   -0.104654
SMB       0.010059
HML      -0.022435
dtype: float64, 14464: const     0.006127
vwretd    0.827867
SMB       0.001308
HML       0.002482
dtype: float64, 14465: const    -0.016022
vwretd    0.650673
SMB       0.044355
HML       0.064221
dtype: float64, 14466: const     0.017850
vwretd    0.874690
SMB       0.011281
HML      -0.007986
dtype: float64, 14467: const     0.008154
vwretd    0.582729
SMB       0.016482
HML      -0.001247
dtype: float64, 14468: const    -0.086988
vwretd    1.241120
SMB       0.020243
HML      -0.001066
dtype: float64, 14469: const     0.021486
vwretd    0.141416
SMB      -0.025215
HML      -0.039178
dtype: float64, 14470: const    -0.023611
vwretd    1.611383
SMB      -0.003646
HML       0.012141
dtype: float64, 14471: const     0.021094
vwretd    0.604998
SMB       0.011849
HML       0.005501
dtype: float64, 14472: const     0.013628
vwretd    0.750197
SMB       0.012390
HML      -0.008164
dtype: float64, 14473: const     0.000662
vwretd    1.032371
SMB       0.000258
HML       0.001536
dtype: float64, 14474: const     0.004271
vwretd   -0.515818
SMB       0.000731
HML      -0.004621
dtype: float64, 14475: const     0.005521
vwretd    2.637012
SMB      -0.012087
HML       0.017707
dtype: float64, 14476: const     0.002281
vwretd   -0.038225
SMB      -0.002019
HML       0.000261
dtype: float64, 14477: const     0.008724
vwretd    2.486948
SMB      -0.012205
HML       0.018041
dtype: float64, 14478: const     0.006404
vwretd    1.229671
SMB       0.010436
HML      -0.004401
dtype: float64, 14479: const     0.015795
vwretd    1.431791
SMB       0.007787
HML      -0.002433
dtype: float64, 14480: const     0.000436
vwretd   -0.006105
SMB      -0.000471
HML      -0.000715
dtype: float64, 14481: const     0.000517
vwretd    0.964047
SMB      -0.000138
HML       0.004178
dtype: float64, 14482: const    -0.005962
vwretd    0.940384
SMB      -0.002553
HML       0.001502
dtype: float64, 14483: const    -0.002141
vwretd    0.945231
SMB      -0.001383
HML       0.001723
dtype: float64, 14484: const     0.000514
vwretd    0.712528
SMB      -0.000692
HML       0.001324
dtype: float64, 14485: const     0.000792
vwretd   -0.002743
SMB       0.000007
HML      -0.000014
dtype: float64, 14486: const     0.001958
vwretd    0.657268
SMB       0.001027
HML       0.001206
dtype: float64, 14487: const    -0.010344
vwretd    1.283451
SMB      -0.001959
HML       0.003754
dtype: float64, 14488: const     0.006183
vwretd    0.709684
SMB       0.002316
HML       0.004824
dtype: float64, 14489: const    -0.001564
vwretd    1.635527
SMB       0.007656
HML       0.008066
dtype: float64, 14490: const    -0.013026
vwretd    2.175967
SMB       0.013409
HML       0.010964
dtype: float64, 14491: const    -0.000088
vwretd    0.069542
SMB      -0.000656
HML       0.000102
dtype: float64, 14492: const     0.000821
vwretd   -0.003935
SMB      -0.000044
HML      -0.000005
dtype: float64, 14493: const     0.011380
vwretd    1.223018
SMB       0.005087
HML       0.015130
dtype: float64, 14494: const    -0.004549
vwretd    0.888088
SMB      -0.002608
HML       0.003256
dtype: float64, 14495: const     0.007474
vwretd    0.931660
SMB       0.003923
HML       0.002574
dtype: float64, 14496: const    -0.002964
vwretd    1.164723
SMB       0.000620
HML       0.009586
dtype: float64, 14497: const    -0.007469
vwretd    0.644979
SMB       0.007825
HML       0.002588
dtype: float64, 14498: const    -0.009139
vwretd    1.443942
SMB       0.001045
HML       0.002992
dtype: float64, 14499: const     0.005640
vwretd   -0.231117
SMB       0.014637
HML      -0.000166
dtype: float64, 14500: const     0.016441
vwretd    0.702459
SMB       0.004457
HML       0.005917
dtype: float64, 14501: const    -0.004758
vwretd    1.005122
SMB      -0.003790
HML       0.004242
dtype: float64, 14502: const    -0.022421
vwretd    1.602132
SMB       0.006082
HML       0.002760
dtype: float64, 14503: const    -0.006452
vwretd    1.519693
SMB       0.003739
HML       0.004677
dtype: float64, 14504: const    -0.002768
vwretd    0.546596
SMB       0.008383
HML       0.005432
dtype: float64, 14505: const    -0.005670
vwretd    2.477146
SMB       0.008499
HML       0.016275
dtype: float64, 14506: const    -0.007726
vwretd    1.698348
SMB      -0.013090
HML       0.009638
dtype: float64, 14507: const    -0.008676
vwretd    1.381400
SMB      -0.000673
HML       0.009504
dtype: float64, 14508: const    -0.007167
vwretd    1.237499
SMB      -0.001648
HML      -0.001004
dtype: float64, 14509: const    -0.002644
vwretd    1.366281
SMB       0.002129
HML       0.014592
dtype: float64, 14510: const     0.032982
vwretd    0.643555
SMB      -0.001814
HML       0.003747
dtype: float64, 14511: const    -0.011497
vwretd    1.459471
SMB       0.005716
HML       0.006041
dtype: float64, 14512: const    -0.003759
vwretd    1.028055
SMB      -0.004357
HML       0.009201
dtype: float64, 14513: const     0.001888
vwretd    0.553223
SMB       0.003045
HML      -0.001043
dtype: float64, 14514: const    -0.023349
vwretd    1.798823
SMB       0.001024
HML       0.013746
dtype: float64, 14515: const    -0.002503
vwretd    0.792176
SMB      -0.002048
HML       0.001850
dtype: float64, 14516: const     0.000828
vwretd    1.355002
SMB       0.008789
HML      -0.007188
dtype: float64, 14517: const    -0.003423
vwretd    1.076743
SMB       0.022862
HML       0.002430
dtype: float64, 14518: const    -0.159825
vwretd    0.341388
SMB      -0.021032
HML      -0.031660
dtype: float64, 14519: const    -0.000170
vwretd    0.593039
SMB      -0.001723
HML       0.004486
dtype: float64, 14520: const     0.003908
vwretd    0.989527
SMB       0.000310
HML       0.002581
dtype: float64, 14521: const     0.005485
vwretd    1.337563
SMB       0.006935
HML      -0.002559
dtype: float64, 14522: const    -0.000718
vwretd    1.600941
SMB       0.005135
HML       0.003081
dtype: float64, 14523: const     0.001295
vwretd    1.597962
SMB       0.013316
HML       0.004093
dtype: float64, 14524: const     0.031668
vwretd    1.823070
SMB      -0.008122
HML      -0.004392
dtype: float64, 14525: const    -0.001738
vwretd    1.470318
SMB       0.003542
HML       0.003245
dtype: float64, 14526: const     0.004467
vwretd    1.056457
SMB       0.007029
HML       0.004936
dtype: float64, 14527: const     0.013755
vwretd    0.950880
SMB       0.008120
HML      -0.002665
dtype: float64, 14528: const    -0.026902
vwretd    1.436998
SMB       0.001873
HML       0.008604
dtype: float64, 14529: const     0.002497
vwretd    1.148204
SMB       0.008266
HML       0.004015
dtype: float64, 14530: const    -0.015020
vwretd    0.765333
SMB       0.017958
HML       0.024983
dtype: float64, 14531: const    -0.008594
vwretd    0.681321
SMB       0.021417
HML      -0.004109
dtype: float64, 14532: const     0.028719
vwretd   -0.079340
SMB      -0.002026
HML       0.001155
dtype: float64, 14533: const     0.001320
vwretd    0.809574
SMB      -0.001179
HML       0.000171
dtype: float64, 14534: const    -0.010535
vwretd    1.766437
SMB       0.025651
HML       0.021590
dtype: float64, 14535: const     0.089703
vwretd   -2.198007
SMB       0.034030
HML       0.009267
dtype: float64, 14536: const     0.006443
vwretd    1.377433
SMB      -0.006974
HML      -0.011126
dtype: float64, 14537: const     0.046240
vwretd    6.551891
SMB      -0.010918
HML       0.020535
dtype: float64, 14538: const    -0.029516
vwretd    3.286553
SMB       0.021684
HML      -0.001449
dtype: float64, 14539: const     0.001772
vwretd    1.051278
SMB       0.001439
HML       0.000661
dtype: float64, 14540: const    -0.013515
vwretd    1.224898
SMB       0.016902
HML      -0.006769
dtype: float64, 14541: const     0.003033
vwretd    0.842406
SMB      -0.003062
HML       0.002514
dtype: float64, 14542: const     0.004835
vwretd    1.116342
SMB      -0.004514
HML      -0.002728
dtype: float64, 14543: const    -0.000710
vwretd    1.261669
SMB       0.010402
HML       0.004900
dtype: float64, 14544: const    -0.007835
vwretd    2.090303
SMB       0.022610
HML       0.007303
dtype: float64, 14545: const    -0.000909
vwretd    0.717491
SMB       0.009301
HML      -0.011767
dtype: float64, 14546: const    -0.006072
vwretd    0.721678
SMB       0.014352
HML      -0.002567
dtype: float64, 14547: const     0.020923
vwretd    1.174809
SMB       0.008281
HML      -0.010778
dtype: float64, 14548: const    -0.009678
vwretd    0.993265
SMB       0.006842
HML       0.007213
dtype: float64, 14549: const     0.000145
vwretd    0.919586
SMB       0.000702
HML       0.003823
dtype: float64, 14550: const     0.019172
vwretd    0.261189
SMB       0.024928
HML       0.000356
dtype: float64, 14551: const    -0.036045
vwretd    1.381051
SMB      -0.006754
HML      -0.012701
dtype: float64, 14552: const     0.038925
vwretd    1.902767
SMB       0.028383
HML      -0.005490
dtype: float64, 14553: const     0.038102
vwretd    1.993238
SMB       0.005780
HML       0.010037
dtype: float64, 14554: const     0.002884
vwretd    0.688458
SMB       0.018485
HML      -0.013218
dtype: float64, 14555: const    -0.024374
vwretd    2.145618
SMB       0.010666
HML       0.005198
dtype: float64, 14556: const    -0.010292
vwretd    2.115811
SMB       0.026347
HML       0.004941
dtype: float64, 14557: const     0.000337
vwretd    0.003663
SMB      -0.000370
HML      -0.000238
dtype: float64, 14558: const    -0.002267
vwretd    1.261578
SMB       0.003383
HML       0.007461
dtype: float64, 14559: const    -0.003691
vwretd    1.294383
SMB       0.005488
HML       0.002387
dtype: float64, 14560: const     0.000969
vwretd    0.609716
SMB       0.002440
HML      -0.001132
dtype: float64, 14561: const     0.024504
vwretd   -4.540219
SMB      -0.015353
HML      -0.019592
dtype: float64, 14563: const    -0.002139
vwretd    1.018663
SMB      -0.002177
HML       0.001243
dtype: float64, 14564: const    -0.012134
vwretd    2.158769
SMB       0.004815
HML       0.010623
dtype: float64, 14565: const    -0.003863
vwretd    1.285980
SMB       0.003699
HML       0.006644
dtype: float64, 14566: const     0.004658
vwretd    0.565971
SMB       0.008961
HML       0.000449
dtype: float64, 14567: const    -0.001739
vwretd    1.053594
SMB       0.011233
HML      -0.011750
dtype: float64, 14568: const     0.001894
vwretd    1.615939
SMB       0.005046
HML       0.007760
dtype: float64, 14569: const     0.018532
vwretd    1.188951
SMB       0.025919
HML       0.014602
dtype: float64, 14570: const     0.006555
vwretd    0.725201
SMB       0.011745
HML      -0.008632
dtype: float64, 14571: const    -0.000289
vwretd    0.189066
SMB      -0.000498
HML      -0.000505
dtype: float64, 14572: const    -0.035659
vwretd    1.361364
SMB       0.001014
HML      -0.006597
dtype: float64, 14573: const    -0.011739
vwretd    1.870596
SMB       0.011356
HML       0.005523
dtype: float64, 14574: const     0.002956
vwretd    1.355382
SMB       0.007242
HML       0.001856
dtype: float64, 14575: const    -0.007831
vwretd    0.464217
SMB       0.002184
HML       0.000541
dtype: float64, 14576: const     0.016498
vwretd    0.667746
SMB       0.011082
HML       0.002236
dtype: float64, 14577: const     0.003897
vwretd    0.427158
SMB       0.005778
HML       0.005247
dtype: float64, 14578: const    -0.020064
vwretd    1.651963
SMB      -0.002196
HML      -0.000225
dtype: float64, 14579: const     0.026406
vwretd    1.379040
SMB       0.003906
HML      -0.009661
dtype: float64, 14580: const     0.007690
vwretd    1.969634
SMB       0.019433
HML      -0.000897
dtype: float64, 14581: const    -0.002572
vwretd    1.322202
SMB      -0.000310
HML       0.003912
dtype: float64, 14582: const    -0.005669
vwretd    1.268726
SMB      -0.001438
HML       0.007727
dtype: float64, 14583: const    -0.001171
vwretd    1.155507
SMB      -0.000625
HML       0.000870
dtype: float64, 14584: const    -0.019836
vwretd    0.968110
SMB       0.005492
HML       0.005133
dtype: float64, 14585: const     0.360304
vwretd    7.224861
SMB      -0.083479
HML       0.138877
dtype: float64, 14586: const    -0.002404
vwretd    0.717047
SMB      -0.000979
HML       0.002897
dtype: float64, 14587: const     0.007410
vwretd    0.445048
SMB       0.003460
HML      -0.005601
dtype: float64, 14588: const    -0.012223
vwretd    0.110898
SMB       0.001083
HML      -0.001087
dtype: float64, 14589: const    -0.009362
vwretd    2.322789
SMB       0.006555
HML      -0.006117
dtype: float64, 14590: const    -0.006027
vwretd    1.055670
SMB       0.001097
HML       0.004769
dtype: float64, 14591: const    -0.025316
vwretd    1.262095
SMB       0.011846
HML      -0.008390
dtype: float64, 14592: const     0.004606
vwretd    0.909837
SMB      -0.001956
HML      -0.001948
dtype: float64, 14593: const     0.013604
vwretd    1.238858
SMB       0.002050
HML      -0.008564
dtype: float64, 14594: const     0.029722
vwretd    0.812656
SMB      -0.001363
HML      -0.008181
dtype: float64, 14595: const    -0.075206
vwretd    1.827634
SMB      -0.001919
HML      -0.000518
dtype: float64, 14596: const     0.032037
vwretd    0.545906
SMB       0.011393
HML      -0.011612
dtype: float64, 14597: const     0.009489
vwretd    2.552848
SMB       0.000549
HML       0.012118
dtype: float64, 14599: const    -0.003235
vwretd    0.813714
SMB       0.002975
HML       0.004107
dtype: float64, 14600: const     0.005936
vwretd   -0.268828
SMB      -0.001623
HML      -0.007659
dtype: float64, 14601: const    -0.003585
vwretd    1.518926
SMB       0.009077
HML       0.004815
dtype: float64, 14602: const     0.002722
vwretd    0.950364
SMB       0.017571
HML       0.004079
dtype: float64, 14603: const    -0.003028
vwretd    0.508145
SMB       0.007078
HML       0.002722
dtype: float64, 14604: const     0.004105
vwretd    0.224123
SMB       0.006082
HML       0.005480
dtype: float64, 14605: const    -0.002845
vwretd    1.309323
SMB       0.003118
HML       0.005933
dtype: float64, 14606: const     0.018220
vwretd    0.610576
SMB       0.019799
HML      -0.000748
dtype: float64, 14607: const    -0.004819
vwretd    0.575610
SMB       0.005198
HML       0.002311
dtype: float64, 14608: const    -0.009671
vwretd    1.499228
SMB       0.009882
HML       0.008226
dtype: float64, 14609: const     0.009964
vwretd    0.507557
SMB       0.011827
HML      -0.003355
dtype: float64, 14610: const    -0.116898
vwretd    0.999493
SMB       0.015961
HML       0.009742
dtype: float64, 14611: const     0.004678
vwretd   -0.454553
SMB       0.012870
HML       0.002458
dtype: float64, 14612: const    -0.043816
vwretd    2.408004
SMB      -0.004754
HML      -0.012548
dtype: float64, 14613: const    -0.006062
vwretd    1.104078
SMB       0.009298
HML       0.002539
dtype: float64, 14614: const    -0.001418
vwretd    1.248825
SMB       0.010832
HML      -0.011831
dtype: float64, 14615: const    -0.021248
vwretd    2.038456
SMB       0.005474
HML       0.000038
dtype: float64, 14616: const     0.005645
vwretd    0.874603
SMB      -0.000452
HML       0.002697
dtype: float64, 14617: const     0.012960
vwretd    1.319864
SMB      -0.000836
HML      -0.000034
dtype: float64, 14618: const    -0.027869
vwretd    1.463115
SMB       0.000844
HML      -0.002783
dtype: float64, 14619: const     0.007839
vwretd    2.807272
SMB       0.014150
HML       0.017420
dtype: float64, 14620: const    -0.002335
vwretd    0.687114
SMB       0.003040
HML      -0.001547
dtype: float64, 14621: const    -0.015167
vwretd    1.539535
SMB      -0.000687
HML       0.001352
dtype: float64, 14622: const     0.006431
vwretd    1.409919
SMB       0.011844
HML      -0.004892
dtype: float64, 14623: const    -0.002309
vwretd   -0.164478
SMB      -0.001544
HML      -0.004171
dtype: float64, 14624: const    -0.000702
vwretd    2.069315
SMB      -0.002820
HML       0.000177
dtype: float64, 14625: const    -0.019275
vwretd    0.661622
SMB       0.003546
HML      -0.001217
dtype: float64, 14626: const    -0.000188
vwretd    0.393575
SMB      -0.000001
HML       0.001322
dtype: float64, 14627: const    -0.000232
vwretd    0.273791
SMB       0.000407
HML       0.001075
dtype: float64, 14628: const     0.001408
vwretd   -0.003492
SMB      -0.000273
HML      -0.000046
dtype: float64, 14629: const     0.000577
vwretd   -0.006682
SMB      -0.000035
HML      -0.000249
dtype: float64, 14630: const    -0.028678
vwretd    0.994999
SMB       0.001275
HML      -0.001861
dtype: float64, 14631: const     0.004058
vwretd    0.112574
SMB      -0.003830
HML      -0.001481
dtype: float64, 14632: const    -0.006342
vwretd    1.282865
SMB       0.016938
HML       0.009048
dtype: float64, 14633: const     0.003719
vwretd    1.267884
SMB       0.001070
HML       0.010106
dtype: float64, 14634: const     0.008053
vwretd    1.396026
SMB       0.015626
HML       0.013223
dtype: float64, 14635: const     0.000064
vwretd    0.399525
SMB      -0.000109
HML       0.000152
dtype: float64, 14636: const     0.022448
vwretd   -0.467467
SMB       0.025006
HML       0.018612
dtype: float64, 14637: const    -0.005468
vwretd    1.091184
SMB       0.009160
HML       0.008326
dtype: float64, 14638: const    -0.033917
vwretd    0.829570
SMB       0.033814
HML       0.000378
dtype: float64, 14639: const     0.001364
vwretd    0.746598
SMB      -0.001016
HML      -0.000799
dtype: float64, 14640: const    -0.002463
vwretd    0.906313
SMB      -0.002564
HML      -0.000359
dtype: float64, 14641: const     0.010241
vwretd    0.859639
SMB       0.010514
HML      -0.005939
dtype: float64, 14642: const     0.007841
vwretd    1.075798
SMB       0.005142
HML       0.010251
dtype: float64, 14643: const    -0.004201
vwretd    2.172156
SMB       0.002394
HML       0.004744
dtype: float64, 14644: const     0.000050
vwretd    0.535008
SMB       0.003485
HML      -0.002852
dtype: float64, 14645: const    -0.032841
vwretd    1.321531
SMB      -0.010224
HML      -0.007713
dtype: float64, 14646: const     0.018347
vwretd    2.279286
SMB       0.022294
HML       0.019576
dtype: float64, 14647: const     0.016860
vwretd    0.923805
SMB       0.023012
HML      -0.005198
dtype: float64, 14648: const     0.007507
vwretd    1.436302
SMB       0.030574
HML       0.029146
dtype: float64, 14649: const     0.071854
vwretd   -1.035522
SMB       0.015540
HML      -0.038097
dtype: float64, 14650: const     0.005675
vwretd    0.545518
SMB       0.007493
HML       0.011332
dtype: float64, 14651: const     0.004148
vwretd    0.986576
SMB       0.003406
HML      -0.001677
dtype: float64, 14652: const     0.001149
vwretd    0.104588
SMB      -0.000284
HML      -0.000732
dtype: float64, 14653: const     0.004238
vwretd    0.658455
SMB       0.005304
HML       0.005920
dtype: float64, 14654: const    -0.004860
vwretd    0.320385
SMB       0.016486
HML      -0.012128
dtype: float64, 14655: const     0.010316
vwretd    0.658871
SMB      -0.001118
HML      -0.007240
dtype: float64, 14656: const     0.005624
vwretd    0.629335
SMB       0.000214
HML      -0.000602
dtype: float64, 14657: const    -0.063554
vwretd    1.568499
SMB      -0.013788
HML       0.001021
dtype: float64, 14658: const     0.003711
vwretd    1.458004
SMB       0.014442
HML      -0.006075
dtype: float64, 14659: const    -0.001770
vwretd    0.070619
SMB       0.000491
HML       0.001649
dtype: float64, 14660: const    -0.031490
vwretd    1.418353
SMB       0.006672
HML       0.011575
dtype: float64, 14661: const    -0.004189
vwretd    0.893840
SMB       0.010293
HML      -0.002175
dtype: float64, 14662: const    -0.003477
vwretd    0.542175
SMB      -0.003492
HML       0.001154
dtype: float64, 14663: const     0.003848
vwretd    0.855229
SMB       0.012315
HML       0.001508
dtype: float64, 14664: const     0.004218
vwretd    0.861465
SMB      -0.001704
HML      -0.000182
dtype: float64, 14665: const    -0.035775
vwretd    0.810723
SMB      -0.004566
HML      -0.014172
dtype: float64, 14666: const    -0.046124
vwretd    1.913174
SMB       0.029146
HML      -0.011542
dtype: float64, 14667: const     0.029917
vwretd    0.685742
SMB       0.040291
HML       0.002922
dtype: float64, 14668: const    -0.031951
vwretd    1.363161
SMB       0.024486
HML       0.000002
dtype: float64, 14669: const    -0.012213
vwretd    1.432482
SMB       0.009915
HML       0.007514
dtype: float64, 14670: const     0.013437
vwretd    0.858983
SMB       0.006940
HML       0.007866
dtype: float64, 14671: const     0.016809
vwretd    0.365415
SMB       0.005103
HML       0.005180
dtype: float64, 14672: const     0.007193
vwretd    0.798703
SMB       0.018051
HML       0.012890
dtype: float64, 14673: const     0.001767
vwretd    0.323201
SMB       0.006191
HML       0.006225
dtype: float64, 14674: const     0.004369
vwretd    0.588986
SMB       0.009361
HML       0.000462
dtype: float64, 14675: const    -0.019153
vwretd    0.515664
SMB       0.006291
HML       0.009517
dtype: float64, 14676: const    -0.006479
vwretd    1.433173
SMB       0.015000
HML       0.007784
dtype: float64, 14677: const    -0.017234
vwretd    1.372988
SMB       0.003005
HML       0.005158
dtype: float64, 14678: const    -0.004327
vwretd    0.697410
SMB      -0.001004
HML       0.002987
dtype: float64, 14680: const    -0.000021
vwretd    1.778668
SMB       0.006159
HML       0.005319
dtype: float64, 14681: const     0.054560
vwretd    0.392807
SMB       0.046236
HML      -0.005495
dtype: float64, 14682: const    -0.005097
vwretd    3.346651
SMB       0.008826
HML       0.010448
dtype: float64, 14683: const    -0.126533
vwretd    2.734760
SMB       0.025997
HML      -0.031560
dtype: float64, 14684: const     0.001449
vwretd    1.527057
SMB       0.016146
HML       0.020990
dtype: float64, 14685: const     0.007745
vwretd    0.962327
SMB       0.007225
HML       0.000331
dtype: float64, 14686: const    -0.019856
vwretd    1.752642
SMB       0.005828
HML       0.007771
dtype: float64, 14687: const     0.000976
vwretd    0.894751
SMB       0.000947
HML      -0.003257
dtype: float64, 14688: const     0.009508
vwretd    0.716675
SMB       0.005635
HML       0.000575
dtype: float64, 14689: const     0.048611
vwretd    0.456030
SMB       0.036617
HML       0.014403
dtype: float64, 14690: const     0.005780
vwretd    0.753389
SMB       0.020753
HML      -0.001809
dtype: float64, 14691: const     0.024324
vwretd    0.507080
SMB       0.012509
HML      -0.009846
dtype: float64, 14693: const     0.005880
vwretd    1.457954
SMB       0.009781
HML      -0.006611
dtype: float64, 14694: const    -0.020216
vwretd    1.093338
SMB       0.014329
HML       0.001809
dtype: float64, 14695: const     0.033041
vwretd    2.185508
SMB       0.012994
HML      -0.020759
dtype: float64, 14696: const     0.000309
vwretd    2.535556
SMB       0.004550
HML       0.012884
dtype: float64, 14697: const    -0.010547
vwretd    1.425582
SMB      -0.006672
HML      -0.001381
dtype: float64, 14698: const    -0.108627
vwretd    0.046435
SMB      -0.011830
HML       0.049911
dtype: float64, 14699: const     0.000412
vwretd    0.772447
SMB       0.024933
HML       0.014743
dtype: float64, 14700: const    -0.330414
vwretd    3.491177
SMB      -0.050807
HML       0.106366
dtype: float64, 14701: const     0.003278
vwretd    0.734927
SMB       0.007419
HML      -0.001802
dtype: float64, 14702: const     0.008195
vwretd    1.749309
SMB       0.009733
HML      -0.004654
dtype: float64, 14703: const     0.007960
vwretd    0.238604
SMB      -0.005406
HML       0.028647
dtype: float64, 14704: const     0.008242
vwretd    1.055252
SMB      -0.002301
HML      -0.001170
dtype: float64, 14705: const     0.002897
vwretd    0.829618
SMB       0.007405
HML      -0.009849
dtype: float64, 14706: const    -0.051803
vwretd   -0.448415
SMB       0.041254
HML      -0.019374
dtype: float64, 14707: const     0.001201
vwretd    0.415159
SMB       0.017746
HML      -0.002789
dtype: float64, 14708: const     0.007014
vwretd    1.015339
SMB       0.017215
HML      -0.005855
dtype: float64, 14709: const    -0.002847
vwretd    1.259668
SMB       0.013154
HML       0.019731
dtype: float64, 14710: const     0.001661
vwretd    1.215953
SMB       0.005977
HML      -0.002294
dtype: float64, 14711: const    -0.012963
vwretd    0.114685
SMB       0.017638
HML      -0.004462
dtype: float64, 14712: const     0.070754
vwretd    0.300200
SMB       0.005864
HML      -0.032386
dtype: float64, 14713: const    -0.055248
vwretd    0.318739
SMB      -0.007707
HML      -0.021638
dtype: float64, 14714: const     0.018277
vwretd    1.264395
SMB       0.002236
HML      -0.005085
dtype: float64, 14715: const     0.006030
vwretd    2.027193
SMB       0.007763
HML      -0.007753
dtype: float64, 14716: const     0.008608
vwretd    1.529116
SMB       0.007276
HML       0.003792
dtype: float64, 14717: const    -0.106553
vwretd   -0.646632
SMB       0.029564
HML       0.012074
dtype: float64, 14718: const    -0.026226
vwretd    2.466226
SMB       0.002146
HML       0.015646
dtype: float64, 14719: const    -0.019419
vwretd    3.245460
SMB       0.024646
HML       0.009863
dtype: float64, 14720: const    -0.020116
vwretd    3.703184
SMB       0.027488
HML      -0.010897
dtype: float64, 14721: const    -0.037733
vwretd    0.318647
SMB       0.014488
HML       0.016296
dtype: float64, 14722: const    -0.003616
vwretd    1.229013
SMB       0.003003
HML       0.002616
dtype: float64, 14723: const     0.039691
vwretd   -1.413120
SMB       0.033453
HML       0.002769
dtype: float64, 14724: const    -0.000108
vwretd    0.124337
SMB      -0.000557
HML      -0.001162
dtype: float64, 14725: const     0.002162
vwretd    0.917846
SMB      -0.001985
HML       0.001588
dtype: float64, 14726: const    -0.001454
vwretd    0.753939
SMB      -0.000018
HML       0.000142
dtype: float64, 14727: const    -0.000779
vwretd    0.448910
SMB      -0.001544
HML      -0.001785
dtype: float64, 14728: const     0.003690
vwretd    1.227918
SMB       0.012216
HML       0.005102
dtype: float64, 14729: const    -0.021220
vwretd    0.799347
SMB       0.003425
HML       0.004657
dtype: float64, 14730: const    -0.002960
vwretd    0.706717
SMB      -0.003205
HML      -0.001189
dtype: float64, 14731: const    -0.003185
vwretd    0.963418
SMB      -0.002157
HML       0.001479
dtype: float64, 14732: const    -0.002997
vwretd    0.714205
SMB      -0.001775
HML      -0.003157
dtype: float64, 14733: const    -0.002121
vwretd    0.821700
SMB      -0.001527
HML       0.000102
dtype: float64, 14734: const     0.007262
vwretd    0.979126
SMB       0.002180
HML      -0.005063
dtype: float64, 14735: const    -0.057410
vwretd   -0.933106
SMB       0.032488
HML      -0.029828
dtype: float64, 14736: const     0.002200
vwretd    0.850585
SMB      -0.002196
HML       0.003862
dtype: float64, 14737: const     0.002361
vwretd    1.137791
SMB       0.016547
HML       0.006344
dtype: float64, 14738: const    -0.006031
vwretd    0.923775
SMB      -0.000454
HML       0.001816
dtype: float64, 14739: const    -0.003363
vwretd    1.007955
SMB      -0.004774
HML      -0.002349
dtype: float64, 14740: const    -0.005349
vwretd    1.080454
SMB      -0.001107
HML      -0.000228
dtype: float64, 14741: const    -0.000044
vwretd    0.697929
SMB      -0.000081
HML      -0.001522
dtype: float64, 14742: const    -0.003008
vwretd    0.958398
SMB       0.000242
HML       0.003068
dtype: float64, 14743: const    -0.003898
vwretd    1.139048
SMB       0.000148
HML      -0.002252
dtype: float64, 14744: const     0.001212
vwretd    0.741123
SMB       0.011191
HML       0.009540
dtype: float64, 14745: const    -0.077580
vwretd    2.085771
SMB       0.002677
HML      -0.012682
dtype: float64, 14746: const    -0.002179
vwretd    1.051902
SMB      -0.001071
HML      -0.000230
dtype: float64, 14747: const     0.000250
vwretd    0.868848
SMB      -0.001942
HML       0.000255
dtype: float64, 14748: const    -0.002818
vwretd    0.690641
SMB      -0.000652
HML       0.001213
dtype: float64, 14749: const    -0.001912
vwretd    0.789792
SMB      -0.001801
HML       0.000296
dtype: float64, 14750: const     0.006751
vwretd    0.755493
SMB      -0.001496
HML       0.001470
dtype: float64, 14751: const     0.012814
vwretd    1.832407
SMB       0.009469
HML       0.013637
dtype: float64, 14752: const     0.004820
vwretd    1.083074
SMB       0.002956
HML       0.002597
dtype: float64, 14753: const    -0.001598
vwretd    1.188093
SMB      -0.004858
HML      -0.000073
dtype: float64, 14754: const    -0.019842
vwretd    2.937395
SMB      -0.044447
HML       0.014672
dtype: float64, 14755: const     0.013122
vwretd    1.338104
SMB       0.009200
HML       0.009038
dtype: float64, 14756: const    -0.047979
vwretd    1.185038
SMB       0.002267
HML       0.001695
dtype: float64, 14757: const     0.004023
vwretd    0.268564
SMB      -0.003350
HML      -0.001659
dtype: float64, 14758: const    -0.010659
vwretd    1.308741
SMB      -0.001657
HML       0.005917
dtype: float64, 14759: const     0.010856
vwretd    1.142302
SMB       0.011851
HML      -0.001833
dtype: float64, 14760: const     0.005126
vwretd    0.970239
SMB       0.000681
HML       0.000260
dtype: float64, 14761: const     0.005099
vwretd    1.198749
SMB       0.006503
HML       0.007846
dtype: float64, 14763: const     0.000549
vwretd    1.271692
SMB       0.002819
HML      -0.007290
dtype: float64, 14764: const    -0.009435
vwretd   -0.686006
SMB      -0.005026
HML      -0.006537
dtype: float64, 14765: const    -0.001708
vwretd    2.116142
SMB       0.016561
HML       0.004806
dtype: float64, 14766: const    -0.007629
vwretd    1.608849
SMB       0.005928
HML      -0.006905
dtype: float64, 14769: const    -0.001391
vwretd    0.908019
SMB      -0.000827
HML       0.002282
dtype: float64, 14770: const    -0.004717
vwretd    0.876448
SMB      -0.000720
HML       0.000581
dtype: float64, 14771: const    -0.000374
vwretd    0.701666
SMB       0.005058
HML      -0.003913
dtype: float64, 14773: const     0.002147
vwretd    1.570715
SMB       0.014799
HML       0.008732
dtype: float64, 14774: const     0.011724
vwretd    1.529769
SMB       0.016453
HML      -0.012674
dtype: float64, 14776: const    -0.003246
vwretd    1.441617
SMB       0.006802
HML       0.008635
dtype: float64, 14777: const    -0.000031
vwretd    0.920750
SMB       0.000200
HML      -0.001071
dtype: float64, 14778: const    -0.003927
vwretd    1.395037
SMB       0.014923
HML       0.008832
dtype: float64, 14779: const     0.004986
vwretd    0.765351
SMB       0.012026
HML       0.006579
dtype: float64, 14780: const    -0.040588
vwretd    0.634348
SMB      -0.003876
HML      -0.012791
dtype: float64, 14781: const    -0.002476
vwretd    1.223438
SMB       0.006734
HML       0.004432
dtype: float64, 14782: const     0.020512
vwretd    1.492417
SMB       0.012944
HML      -0.010187
dtype: float64, 14783: const     0.001266
vwretd    1.007257
SMB      -0.000873
HML       0.002779
dtype: float64, 14784: const    -0.120104
vwretd    4.194212
SMB      -0.007364
HML       0.115905
dtype: float64, 14785: const     0.022545
vwretd    1.323821
SMB       0.003326
HML      -0.008153
dtype: float64, 14786: const    -0.000630
vwretd    1.460275
SMB       0.005169
HML       0.010721
dtype: float64, 14787: const    -0.000934
vwretd    0.781265
SMB       0.015184
HML       0.005787
dtype: float64, 14788: const    -0.024660
vwretd    0.632159
SMB       0.026930
HML      -0.003588
dtype: float64, 14789: const    -0.001375
vwretd    2.343512
SMB      -0.001384
HML       0.031036
dtype: float64, 14790: const    -0.020104
vwretd    1.085826
SMB       0.022901
HML      -0.014570
dtype: float64, 14791: const    -0.047301
vwretd    2.181374
SMB       0.010263
HML      -0.014210
dtype: float64, 14792: const     0.013742
vwretd    0.360031
SMB       0.006359
HML       0.004517
dtype: float64, 14793: const     0.017640
vwretd    1.165515
SMB       0.005850
HML       0.004556
dtype: float64, 14794: const     0.003141
vwretd    0.690921
SMB      -0.002004
HML       0.002221
dtype: float64, 14795: const    -0.000323
vwretd    1.143389
SMB       0.000680
HML       0.002688
dtype: float64, 14796: const    -0.056593
vwretd    2.344666
SMB       0.018938
HML       0.028655
dtype: float64, 14797: const     0.022916
vwretd    0.699048
SMB       0.021388
HML      -0.008201
dtype: float64, 14798: const     0.000799
vwretd    0.982473
SMB      -0.000110
HML       0.001236
dtype: float64, 14799: const    -0.003768
vwretd    0.906153
SMB       0.000281
HML      -0.006425
dtype: float64, 14800: const     0.002162
vwretd    0.731883
SMB      -0.000646
HML      -0.000238
dtype: float64, 14801: const     0.008900
vwretd    3.484294
SMB       0.014659
HML       0.048252
dtype: float64, 14802: const     0.002248
vwretd   -0.065801
SMB       0.001075
HML      -0.001588
dtype: float64, 14803: const     0.016297
vwretd    0.653994
SMB       0.021024
HML       0.006002
dtype: float64, 14804: const    -0.006152
vwretd    0.984691
SMB      -0.000629
HML       0.001716
dtype: float64, 14805: const    -0.001345
vwretd    2.338654
SMB       0.061266
HML      -0.035043
dtype: float64, 14806: const      0.241040
vwretd   -12.373985
SMB        0.096468
HML       -0.099229
dtype: float64, 14807: const     0.010461
vwretd    0.923591
SMB       0.008528
HML      -0.004416
dtype: float64, 14808: const     0.025415
vwretd    1.045311
SMB       0.020227
HML       0.004896
dtype: float64, 14809: const     0.002963
vwretd    0.942176
SMB       0.004113
HML      -0.001160
dtype: float64, 14810: const     0.005856
vwretd    0.358483
SMB       0.009167
HML       0.008343
dtype: float64, 14811: const     0.007888
vwretd    1.107410
SMB       0.001065
HML      -0.001393
dtype: float64, 14812: const    -0.011188
vwretd    1.221021
SMB       0.006098
HML       0.001495
dtype: float64, 14813: const     0.007907
vwretd    4.012205
SMB       0.030999
HML      -0.002083
dtype: float64, 14814: const    -0.025360
vwretd    0.068516
SMB       0.031006
HML      -0.009670
dtype: float64, 14815: const     0.00887
vwretd    1.14963
SMB       0.02117
HML      -0.00851
dtype: float64, 14816: const     0.005661
vwretd    0.902019
SMB       0.002883
HML       0.005661
dtype: float64, 14817: const    -0.062142
vwretd   -3.394290
SMB      -0.040112
HML      -0.042421
dtype: float64, 14818: const     0.009471
vwretd    1.144000
SMB      -0.003179
HML      -0.011608
dtype: float64, 14819: const    -0.000365
vwretd    0.261016
SMB       0.000056
HML      -0.001313
dtype: float64, 14820: const    -0.038415
vwretd    0.698048
SMB      -0.005427
HML       0.000437
dtype: float64, 14821: const     0.027438
vwretd   -0.707778
SMB       0.014229
HML      -0.012674
dtype: float64, 14822: const     0.018258
vwretd   -0.081755
SMB       0.026028
HML      -0.001820
dtype: float64, 14823: const    -0.005163
vwretd    1.016524
SMB       0.036311
HML      -0.009251
dtype: float64, 14824: const     0.005609
vwretd    0.561468
SMB       0.003869
HML      -0.001404
dtype: float64, 14825: const     0.005107
vwretd    1.337324
SMB       0.022801
HML       0.006444
dtype: float64, 14826: const    -0.020711
vwretd    0.749422
SMB       0.015432
HML       0.001563
dtype: float64, 14827: const    -0.095903
vwretd    2.677097
SMB      -0.004634
HML       0.003212
dtype: float64, 14828: const     0.005975
vwretd    1.460030
SMB       0.008772
HML      -0.002606
dtype: float64, 14829: const     0.016822
vwretd    0.267814
SMB       0.007630
HML      -0.001613
dtype: float64, 14830: const     0.007607
vwretd    0.541682
SMB       0.007933
HML       0.003725
dtype: float64, 14831: const    -0.000325
vwretd    0.898609
SMB      -0.007131
HML      -0.005563
dtype: float64, 14832: const    -0.004485
vwretd    1.074172
SMB       0.013536
HML       0.000146
dtype: float64, 14833: const    -0.000174
vwretd    2.004388
SMB       0.008777
HML      -0.009679
dtype: float64, 14834: const    -0.013406
vwretd    2.372999
SMB       0.022583
HML       0.029033
dtype: float64, 14836: const     0.001442
vwretd    1.310035
SMB       0.001891
HML      -0.000942
dtype: float64, 14837: const    -0.006778
vwretd    0.800056
SMB       0.003765
HML       0.001665
dtype: float64, 14838: const    -0.004933
vwretd    0.675286
SMB       0.002630
HML       0.003261
dtype: float64, 14839: const    -0.006559
vwretd    0.561731
SMB       0.003329
HML       0.001882
dtype: float64, 14840: const     0.002526
vwretd    1.184926
SMB       0.007919
HML       0.002623
dtype: float64, 14841: const     0.034672
vwretd    0.987483
SMB       0.021333
HML      -0.002389
dtype: float64, 14842: const    -0.007105
vwretd    0.688944
SMB       0.003316
HML       0.002642
dtype: float64, 14843: const    -0.003333
vwretd    0.601777
SMB      -0.002084
HML      -0.000367
dtype: float64, 14844: const    -0.001673
vwretd    0.519248
SMB      -0.000619
HML       0.001153
dtype: float64, 14845: const    -0.002839
vwretd    0.531399
SMB      -0.001668
HML       0.000760
dtype: float64, 14846: const    -0.001776
vwretd    0.530232
SMB      -0.001434
HML       0.000277
dtype: float64, 14847: const    -0.001491
vwretd    0.210906
SMB      -0.000106
HML      -0.000141
dtype: float64, 14848: const    -0.002898
vwretd    0.283915
SMB      -0.000029
HML      -0.000187
dtype: float64, 14849: const     0.026684
vwretd    0.452921
SMB       0.012678
HML       0.001142
dtype: float64, 14850: const    -0.000664
vwretd    1.131436
SMB      -0.001432
HML      -0.003337
dtype: float64, 14851: const     0.005397
vwretd    1.246784
SMB       0.011207
HML       0.006871
dtype: float64, 14852: const    -0.010471
vwretd    4.380524
SMB       0.024766
HML       0.015862
dtype: float64, 14853: const     0.000530
vwretd    0.017304
SMB      -0.000616
HML      -0.000272
dtype: float64, 14854: const    -0.004888
vwretd    0.828515
SMB      -0.001001
HML      -0.000866
dtype: float64, 14855: const     0.028374
vwretd    1.427683
SMB       0.023798
HML       0.011612
dtype: float64, 14856: const     0.020292
vwretd    1.388376
SMB       0.019263
HML      -0.020544
dtype: float64, 14857: const     0.000487
vwretd    1.353006
SMB       0.005854
HML       0.007748
dtype: float64, 14858: const    -0.006832
vwretd    0.919824
SMB       0.010665
HML      -0.008838
dtype: float64, 14859: const    -0.002915
vwretd    1.404624
SMB       0.007065
HML       0.006076
dtype: float64, 14860: const     0.033347
vwretd   -0.639359
SMB      -0.000404
HML      -0.019900
dtype: float64, 14861: const    -0.081129
vwretd    2.832304
SMB       0.017052
HML      -0.006014
dtype: float64, 14862: const    -0.059240
vwretd    1.175729
SMB       0.006294
HML      -0.009825
dtype: float64, 14863: const     0.001429
vwretd    0.615197
SMB       0.007006
HML       0.001623
dtype: float64, 14864: const     0.017771
vwretd    1.231473
SMB      -0.011194
HML       0.006977
dtype: float64, 14865: const    -0.061546
vwretd    1.093442
SMB       0.017228
HML       0.004216
dtype: float64, 14866: const    -0.001228
vwretd    0.445638
SMB      -0.000104
HML       0.001279
dtype: float64, 14867: const     0.004010
vwretd    1.054446
SMB       0.003637
HML       0.000396
dtype: float64, 14868: const     0.008372
vwretd    0.797061
SMB       0.006542
HML       0.002832
dtype: float64, 14869: const     0.000895
vwretd    0.018219
SMB       0.000168
HML       0.000140
dtype: float64, 14870: const     0.008374
vwretd    2.084911
SMB       0.012572
HML       0.008861
dtype: float64, 14871: const     0.067515
vwretd    2.412700
SMB       0.032414
HML      -0.003373
dtype: float64, 14872: const    -0.032020
vwretd    1.725138
SMB       0.016927
HML       0.005877
dtype: float64, 14873: const     0.037145
vwretd    5.337837
SMB       0.023677
HML      -0.013323
dtype: float64, 14874: const    -0.029904
vwretd    1.579744
SMB       0.006078
HML      -0.002852
dtype: float64, 14875: const    -0.005480
vwretd    1.434412
SMB       0.001427
HML      -0.001009
dtype: float64, 14877: const     0.012090
vwretd    0.941355
SMB       0.005943
HML      -0.002136
dtype: float64, 14878: const     0.001065
vwretd   -0.081470
SMB      -0.002055
HML       0.002029
dtype: float64, 14879: const    -0.030864
vwretd    0.311346
SMB       0.021506
HML      -0.009179
dtype: float64, 14880: const    -0.040250
vwretd    1.319308
SMB       0.022561
HML       0.007670
dtype: float64, 14881: const    -0.001787
vwretd    0.692270
SMB       0.000992
HML       0.001827
dtype: float64, 14882: const     0.023462
vwretd    2.520595
SMB       0.011456
HML       0.003675
dtype: float64, 14883: const     0.002192
vwretd    1.091966
SMB       0.006397
HML       0.001443
dtype: float64, 14884: const     0.007511
vwretd    0.930040
SMB       0.007710
HML       0.007967
dtype: float64, 14886: const     0.002092
vwretd    1.249773
SMB       0.007462
HML      -0.004823
dtype: float64, 14887: const     0.001573
vwretd    1.442826
SMB       0.006406
HML      -0.008334
dtype: float64, 14888: const    -0.000414
vwretd    0.922494
SMB      -0.002858
HML      -0.005537
dtype: float64, 14889: const     0.003653
vwretd    1.250845
SMB       0.008470
HML       0.012647
dtype: float64, 14890: const     0.002094
vwretd   -0.076827
SMB       0.006353
HML      -0.003962
dtype: float64, 14891: const     0.002343
vwretd    0.845238
SMB      -0.001267
HML       0.002244
dtype: float64, 14892: const    -0.026523
vwretd   -0.223182
SMB       0.045572
HML       0.005467
dtype: float64, 14893: const     0.001285
vwretd    0.303645
SMB      -0.000287
HML       0.000849
dtype: float64, 14894: const     0.001393
vwretd    0.312668
SMB       0.000014
HML       0.000531
dtype: float64, 14895: const     0.001016
vwretd    0.103062
SMB      -0.000852
HML      -0.001032
dtype: float64, 14896: const     0.001437
vwretd    0.053330
SMB      -0.000391
HML      -0.001068
dtype: float64, 14897: const    -0.004539
vwretd    1.444637
SMB      -0.002072
HML       0.007901
dtype: float64, 14898: const    -0.001917
vwretd    1.241445
SMB      -0.006903
HML       0.009373
dtype: float64, 14899: const     0.002694
vwretd    0.712154
SMB      -0.000197
HML      -0.002427
dtype: float64, 14900: const    -0.002215
vwretd    1.128571
SMB       0.003669
HML       0.004990
dtype: float64, 14901: const     0.001022
vwretd    0.527906
SMB      -0.000475
HML       0.000308
dtype: float64, 14902: const    -0.017301
vwretd    1.707849
SMB       0.005056
HML       0.014483
dtype: float64, 14904: const     0.000336
vwretd    0.794746
SMB      -0.000042
HML       0.004898
dtype: float64, 14905: const     0.005478
vwretd    0.912063
SMB      -0.013410
HML      -0.015022
dtype: float64, 14906: const    -0.002145
vwretd    0.633738
SMB       0.000473
HML       0.000835
dtype: float64, 14907: const    -0.004374
vwretd    0.864046
SMB      -0.001604
HML       0.003489
dtype: float64, 14908: const    -0.025207
vwretd    1.445225
SMB       0.014368
HML       0.004372
dtype: float64, 14909: const     0.000144
vwretd    0.861305
SMB       0.001337
HML       0.001188
dtype: float64, 14910: const    -0.002630
vwretd    1.360770
SMB      -0.001725
HML       0.006419
dtype: float64, 14911: const    -0.007684
vwretd    1.018491
SMB      -0.003632
HML       0.009003
dtype: float64, 14912: const    -0.005584
vwretd    1.616441
SMB       0.001354
HML       0.007530
dtype: float64, 14913: const    -0.018809
vwretd    0.785924
SMB       0.003370
HML      -0.001245
dtype: float64, 14914: const    -0.000141
vwretd    0.652809
SMB      -0.000888
HML       0.000962
dtype: float64, 14915: const    -0.018903
vwretd    1.864692
SMB       0.000638
HML       0.006172
dtype: float64, 14917: const    -0.000090
vwretd    0.825350
SMB       0.001823
HML       0.003475
dtype: float64, 14918: const     0.002799
vwretd    0.055764
SMB       0.010024
HML      -0.002935
dtype: float64, 14919: const     0.000482
vwretd    1.071454
SMB       0.005238
HML       0.006637
dtype: float64, 14920: const     0.003213
vwretd    0.866296
SMB       0.016903
HML      -0.001882
dtype: float64, 14923: const     0.000011
vwretd    2.308982
SMB       0.020025
HML      -0.013044
dtype: float64, 14924: const     0.019487
vwretd    0.921959
SMB       0.006949
HML      -0.005612
dtype: float64, 14925: const     0.011520
vwretd   -0.146758
SMB       0.014224
HML      -0.011038
dtype: float64, 14926: const    -0.001262
vwretd    0.895787
SMB       0.001830
HML       0.005421
dtype: float64, 14927: const    -0.034586
vwretd    0.383154
SMB       0.005479
HML       0.007897
dtype: float64, 14928: const     0.008361
vwretd    1.014692
SMB       0.007806
HML      -0.006631
dtype: float64, 14929: const    -0.016796
vwretd    1.688372
SMB       0.000652
HML      -0.001245
dtype: float64, 14930: const     0.020995
vwretd   -0.190006
SMB       0.010901
HML      -0.009265
dtype: float64, 14931: const     0.001607
vwretd    0.015027
SMB      -0.000300
HML      -0.000493
dtype: float64, 14932: const     0.007000
vwretd    0.446090
SMB       0.003850
HML       0.003093
dtype: float64, 14933: const    -0.000323
vwretd    0.072639
SMB      -0.000516
HML      -0.000617
dtype: float64, 14934: const    -0.009937
vwretd    0.622458
SMB       0.026582
HML       0.003493
dtype: float64, 14935: const     0.020050
vwretd    0.209360
SMB       0.008169
HML      -0.002800
dtype: float64, 14936: const    -0.039710
vwretd    1.810918
SMB       0.028639
HML       0.001487
dtype: float64, 14937: const    -0.025643
vwretd    1.257438
SMB       0.036751
HML      -0.005914
dtype: float64, 14938: const     0.123161
vwretd   -1.526590
SMB       0.067781
HML      -0.081325
dtype: float64, 14939: const     0.014254
vwretd    0.968494
SMB       0.007510
HML      -0.003173
dtype: float64, 14940: const     0.004055
vwretd    0.950968
SMB       0.001075
HML       0.002213
dtype: float64, 14941: const    -0.005640
vwretd    0.925136
SMB       0.010131
HML       0.000027
dtype: float64, 14942: const     0.001618
vwretd    1.106339
SMB       0.011735
HML       0.006251
dtype: float64, 14943: const     0.003410
vwretd    0.466426
SMB       0.006210
HML       0.004637
dtype: float64, 14944: const    -0.002703
vwretd    1.204367
SMB      -0.003917
HML      -0.001053
dtype: float64, 14945: const    -0.060218
vwretd    2.132791
SMB       0.010198
HML      -0.005165
dtype: float64, 14946: const    -0.011415
vwretd    0.984959
SMB      -0.002027
HML      -0.002412
dtype: float64, 14947: const    -0.040672
vwretd    1.063621
SMB      -0.001759
HML      -0.000647
dtype: float64, 14948: const    -0.001264
vwretd    1.505827
SMB       0.009658
HML      -0.009642
dtype: float64, 14949: const    -0.001537
vwretd    1.355005
SMB       0.014625
HML      -0.010006
dtype: float64, 14950: const    -0.047573
vwretd    3.445269
SMB       0.010925
HML       0.014404
dtype: float64, 14951: const     0.007900
vwretd    1.411573
SMB       0.011026
HML       0.004870
dtype: float64, 14952: const     0.003846
vwretd    1.210153
SMB       0.001683
HML      -0.004030
dtype: float64, 14953: const     0.016907
vwretd    1.982733
SMB       0.017206
HML       0.000280
dtype: float64, 14954: const    -0.034531
vwretd    0.679421
SMB       0.004839
HML      -0.019765
dtype: float64, 14955: const    -0.003214
vwretd    0.937988
SMB       0.003666
HML      -0.000069
dtype: float64, 14956: const    -0.015092
vwretd    1.581825
SMB      -0.009274
HML       0.011276
dtype: float64, 14957: const     0.002445
vwretd    1.037539
SMB       0.005731
HML       0.001837
dtype: float64, 14958: const    -0.012540
vwretd    1.933795
SMB       0.005845
HML       0.011862
dtype: float64, 14959: const     0.002319
vwretd    0.715865
SMB       0.006202
HML       0.005269
dtype: float64, 14960: const     0.006794
vwretd    1.598054
SMB       0.008464
HML       0.008369
dtype: float64, 14961: const    -0.003957
vwretd    2.220165
SMB       0.017255
HML       0.030301
dtype: float64, 14962: const    -0.000865
vwretd    0.290139
SMB      -0.000667
HML      -0.000923
dtype: float64, 14963: const     0.003567
vwretd    0.610688
SMB       0.002906
HML      -0.001774
dtype: float64, 14964: const    -0.018322
vwretd    0.898237
SMB       0.013580
HML       0.013839
dtype: float64, 14965: const     0.000257
vwretd    0.084668
SMB      -0.000129
HML      -0.000256
dtype: float64, 14966: const    -0.000083
vwretd    0.161074
SMB      -0.000582
HML      -0.001039
dtype: float64, 14967: const    -0.005182
vwretd    0.661555
SMB      -0.001036
HML      -0.000139
dtype: float64, 14968: const    -0.001114
vwretd    0.364232
SMB       0.000062
HML      -0.001644
dtype: float64, 14969: const     0.003800
vwretd    0.911297
SMB       0.012547
HML       0.009804
dtype: float64, 14970: const     0.018058
vwretd    1.608391
SMB       0.008981
HML      -0.008674
dtype: float64, 14971: const     0.001929
vwretd    1.007359
SMB       0.016740
HML       0.003825
dtype: float64, 14972: const    -0.018008
vwretd    3.572058
SMB      -0.007791
HML       0.020767
dtype: float64, 14973: const    -0.017183
vwretd    0.818385
SMB       0.006896
HML       0.005431
dtype: float64, 14974: const    -0.010054
vwretd    1.781091
SMB       0.004616
HML       0.003920
dtype: float64, 14975: const    -0.000423
vwretd    0.223223
SMB       0.000625
HML       0.000164
dtype: float64, 14976: const    -0.016080
vwretd    0.658797
SMB      -0.005223
HML      -0.003625
dtype: float64, 14977: const    -0.001231
vwretd    0.304400
SMB       0.000544
HML       0.001383
dtype: float64, 14978: const    -0.003433
vwretd   -0.237862
SMB       0.004378
HML      -0.006135
dtype: float64, 14979: const    -0.006296
vwretd    0.759869
SMB       0.000757
HML      -0.003219
dtype: float64, 14980: const    -0.006246
vwretd    1.235489
SMB       0.002683
HML       0.006612
dtype: float64, 14981: const    -0.002034
vwretd    0.985448
SMB       0.010941
HML       0.014376
dtype: float64, 14982: const     0.026255
vwretd    2.087387
SMB      -0.004841
HML      -0.007405
dtype: float64, 14983: const     0.000883
vwretd    2.513212
SMB       0.011646
HML      -0.010879
dtype: float64, 14984: const     0.002215
vwretd    0.659926
SMB      -0.002308
HML       0.001093
dtype: float64, 14985: const    -0.003140
vwretd    1.563794
SMB       0.007731
HML       0.003188
dtype: float64, 14986: const    -0.019986
vwretd    1.416761
SMB       0.004579
HML       0.001656
dtype: float64, 14987: const     0.002772
vwretd    1.692824
SMB      -0.000314
HML       0.007334
dtype: float64, 14988: const    -0.002399
vwretd    1.176874
SMB      -0.003781
HML      -0.001011
dtype: float64, 14989: const    -0.073336
vwretd    1.068649
SMB       0.000994
HML       0.012979
dtype: float64, 14990: const     0.026568
vwretd   -0.157904
SMB       0.005019
HML       0.008778
dtype: float64, 14991: const    -0.003556
vwretd    0.974088
SMB       0.028761
HML      -0.002724
dtype: float64, 14992: const    -0.000466
vwretd    0.318416
SMB      -0.003247
HML       0.002335
dtype: float64, 14993: const     0.212850
vwretd   -7.591427
SMB       0.236678
HML      -0.089030
dtype: float64, 14994: const    -0.030785
vwretd   -0.145798
SMB       0.002015
HML       0.016354
dtype: float64, 14995: const    -0.029321
vwretd    1.819658
SMB      -0.001719
HML      -0.008585
dtype: float64, 14996: const    -0.004513
vwretd    0.622057
SMB      -0.000600
HML       0.000792
dtype: float64, 14997: const     0.000041
vwretd    0.515232
SMB       0.001604
HML       0.005863
dtype: float64, 14998: const      1.964002
vwretd    58.649905
SMB        1.628573
HML       -0.180049
dtype: float64, 14999: const    -0.013795
vwretd   -0.173437
SMB       0.004847
HML      -0.003636
dtype: float64, 15001: const    -0.008317
vwretd    1.199529
SMB      -0.002225
HML       0.000735
dtype: float64, 15002: const    -0.007581
vwretd    1.016083
SMB       0.029602
HML       0.002133
dtype: float64, 15003: const     0.010316
vwretd    1.632602
SMB      -0.009035
HML      -0.007394
dtype: float64, 15004: const    -0.000756
vwretd    0.686849
SMB      -0.001233
HML       0.001031
dtype: float64, 15006: const     0.008647
vwretd    0.706561
SMB       0.003602
HML       0.001899
dtype: float64, 15007: const    -0.004633
vwretd    1.085191
SMB      -0.001925
HML       0.002582
dtype: float64, 15008: const    -0.009757
vwretd    0.406325
SMB       0.024764
HML       0.015269
dtype: float64, 15009: const    -0.026468
vwretd    1.459887
SMB       0.008361
HML      -0.004139
dtype: float64, 15010: const    -0.323019
vwretd    1.539555
SMB       0.134370
HML      -0.076709
dtype: float64, 15011: const     0.006012
vwretd    0.173108
SMB       0.003467
HML       0.004112
dtype: float64, 15013: const    -0.053351
vwretd   -0.814489
SMB       0.043959
HML      -0.015083
dtype: float64, 15014: const     0.001280
vwretd    1.532504
SMB       0.010082
HML       0.008060
dtype: float64, 15015: const    -0.018791
vwretd    1.095680
SMB       0.019660
HML      -0.010329
dtype: float64, 15016: const    -0.020435
vwretd    0.738343
SMB       0.033446
HML       0.000899
dtype: float64, 15017: const     0.245585
vwretd   -2.267044
SMB       0.168734
HML       0.045863
dtype: float64, 15018: const     0.013422
vwretd    0.478461
SMB       0.046681
HML       0.006250
dtype: float64, 15019: const    -0.016737
vwretd   -0.128045
SMB      -0.000759
HML      -0.004256
dtype: float64, 15020: const    -0.010242
vwretd    0.740567
SMB       0.003317
HML      -0.003535
dtype: float64, 15021: const    -0.001075
vwretd    0.160154
SMB      -0.000558
HML      -0.000875
dtype: float64, 15022: const     0.003115
vwretd    1.371451
SMB       0.007278
HML       0.009249
dtype: float64, 15023: const     0.001251
vwretd    1.079421
SMB      -0.000816
HML      -0.010556
dtype: float64, 15024: const     0.090443
vwretd    0.173990
SMB       0.012166
HML       0.049119
dtype: float64, 15026: const     0.004651
vwretd    0.582651
SMB       0.008172
HML       0.003832
dtype: float64, 15027: const     0.013705
vwretd   -0.000100
SMB      -0.000887
HML       0.005342
dtype: float64, 15028: const    -0.006155
vwretd    1.641206
SMB       0.011673
HML       0.014388
dtype: float64, 15029: const     0.006691
vwretd    4.540377
SMB       0.034889
HML       0.024834
dtype: float64, 15030: const    -0.024097
vwretd    1.243421
SMB       0.007321
HML       0.003962
dtype: float64, 15031: const    -0.006042
vwretd    1.761542
SMB      -0.006810
HML       0.006448
dtype: float64, 15032: const     0.000135
vwretd    0.402027
SMB      -0.001199
HML       0.001090
dtype: float64, 15033: const    -0.003555
vwretd    0.126014
SMB       0.005105
HML      -0.000027
dtype: float64, 15034: const    -0.007215
vwretd    1.460888
SMB       0.008835
HML       0.013368
dtype: float64, 15035: const     0.007684
vwretd    0.709331
SMB       0.009502
HML       0.006418
dtype: float64, 15036: const    -0.001186
vwretd    0.837048
SMB       0.003789
HML      -0.004116
dtype: float64, 15037: const    -0.000812
vwretd    0.926244
SMB       0.004991
HML      -0.003866
dtype: float64, 15038: const    -0.000309
vwretd    0.264832
SMB      -0.001792
HML      -0.000171
dtype: float64, 15039: const    -0.003977
vwretd    0.798267
SMB      -0.000853
HML       0.001019
dtype: float64, 15040: const     0.000299
vwretd    0.132643
SMB      -0.000635
HML      -0.000508
dtype: float64, 15041: const    -0.004366
vwretd    1.377394
SMB       0.003510
HML       0.006997
dtype: float64, 15042: const    -0.000715
vwretd    0.848652
SMB       0.016157
HML       0.016417
dtype: float64, 15043: const     0.011314
vwretd    0.696988
SMB       0.018404
HML      -0.002303
dtype: float64, 15044: const     0.005474
vwretd    0.993883
SMB      -0.002358
HML       0.001676
dtype: float64, 15045: const     0.024084
vwretd    3.111347
SMB       0.026329
HML       0.004712
dtype: float64, 15046: const     0.002161
vwretd    0.718688
SMB       0.008752
HML      -0.010500
dtype: float64, 15047: const    -0.002819
vwretd    0.886876
SMB       0.000627
HML       0.001784
dtype: float64, 15048: const    -0.013889
vwretd    1.109065
SMB       0.003745
HML       0.006140
dtype: float64, 15049: const    -0.001647
vwretd    0.960278
SMB      -0.001165
HML       0.000072
dtype: float64, 15050: const     0.000094
vwretd    1.236105
SMB       0.004589
HML      -0.000317
dtype: float64, 15051: const    -0.033271
vwretd    0.574687
SMB       0.007273
HML       0.042896
dtype: float64, 15052: const     0.005994
vwretd    0.858590
SMB       0.001575
HML       0.000365
dtype: float64, 15053: const    -0.009875
vwretd    1.344860
SMB       0.002737
HML       0.004372
dtype: float64, 15054: const    -0.004620
vwretd    1.155311
SMB      -0.002574
HML       0.006009
dtype: float64, 15055: const    -0.034332
vwretd    1.849261
SMB      -0.021445
HML       0.011413
dtype: float64, 15056: const    -0.002070
vwretd    1.194081
SMB       0.003184
HML      -0.001591
dtype: float64, 15057: const     0.016815
vwretd   -0.247255
SMB       0.039661
HML      -0.002913
dtype: float64, 15058: const    -0.031586
vwretd   -0.039954
SMB       0.007846
HML      -0.009498
dtype: float64, 15059: const    -0.005572
vwretd    1.257569
SMB       0.013789
HML      -0.012372
dtype: float64, 15060: const    -0.009815
vwretd    2.211951
SMB       0.002805
HML       0.006134
dtype: float64, 15061: const    -0.054595
vwretd    1.985011
SMB      -0.008965
HML      -0.011182
dtype: float64, 15062: const    -0.030274
vwretd    2.305773
SMB      -0.003602
HML       0.024504
dtype: float64, 15063: const    -0.004176
vwretd    0.441746
SMB      -0.001735
HML       0.001015
dtype: float64, 15064: const     0.003072
vwretd    0.835560
SMB       0.007446
HML       0.006698
dtype: float64, 15065: const     0.009633
vwretd    0.637324
SMB       0.024508
HML      -0.003185
dtype: float64, 15066: const    -0.002129
vwretd    0.885629
SMB       0.001000
HML      -0.003815
dtype: float64, 15067: const     0.010909
vwretd    1.050229
SMB       0.001977
HML      -0.002072
dtype: float64, 15068: const    -0.017115
vwretd    0.876957
SMB       0.006875
HML      -0.008510
dtype: float64, 15069: const    -0.002378
vwretd    1.127048
SMB       0.000391
HML       0.006966
dtype: float64, 15070: const     0.006273
vwretd    0.481476
SMB       0.004897
HML       0.006128
dtype: float64, 15071: const    -0.001122
vwretd    1.454498
SMB       0.005305
HML      -0.001372
dtype: float64, 15072: const     0.009351
vwretd    1.171899
SMB       0.010866
HML      -0.003409
dtype: float64, 15073: const     0.001052
vwretd    0.044007
SMB      -0.000026
HML      -0.000081
dtype: float64, 15074: const     0.048915
vwretd    0.256169
SMB       0.014480
HML      -0.003800
dtype: float64, 15075: const     0.024641
vwretd   -1.143236
SMB       0.023026
HML      -0.022521
dtype: float64, 15076: const     0.001316
vwretd    0.470675
SMB       0.001787
HML       0.005262
dtype: float64, 15077: const     0.009449
vwretd    0.441676
SMB       0.000141
HML      -0.001481
dtype: float64, 15078: const     0.006358
vwretd    0.601978
SMB       0.017853
HML       0.006271
dtype: float64, 15079: const     0.013600
vwretd    1.029274
SMB       0.003248
HML      -0.000274
dtype: float64, 15080: const     0.018759
vwretd    1.145018
SMB      -0.012757
HML       0.006125
dtype: float64, 15081: const     0.000159
vwretd    0.155347
SMB      -0.000347
HML      -0.000592
dtype: float64, 15082: const    -0.019874
vwretd    1.358524
SMB       0.026931
HML      -0.021471
dtype: float64, 15083: const     0.022390
vwretd    0.872215
SMB       0.011893
HML      -0.001264
dtype: float64, 15084: const     0.014588
vwretd    1.032741
SMB       0.010237
HML       0.004686
dtype: float64, 15085: const    -0.004303
vwretd    1.293804
SMB       0.019355
HML       0.003946
dtype: float64, 15086: const     0.001302
vwretd    0.129754
SMB       0.025803
HML       0.017401
dtype: float64, 15087: const     0.003178
vwretd    0.632715
SMB       0.011492
HML      -0.003602
dtype: float64, 15088: const     0.036748
vwretd    1.760208
SMB      -0.010380
HML       0.006958
dtype: float64, 15089: const     0.018452
vwretd    1.275430
SMB       0.009981
HML      -0.004047
dtype: float64, 15090: const     0.052592
vwretd   -0.350900
SMB       0.022781
HML      -0.007866
dtype: float64, 15091: const     0.006899
vwretd    1.428943
SMB      -0.002340
HML       0.016415
dtype: float64, 15092: const    -0.019984
vwretd    1.705902
SMB       0.009430
HML       0.001971
dtype: float64, 15093: const    -0.000476
vwretd    1.163685
SMB       0.006148
HML       0.000980
dtype: float64, 15098: const    -0.003567
vwretd    0.946027
SMB       0.014110
HML      -0.005988
dtype: float64, 15099: const    -0.050087
vwretd    0.473070
SMB      -0.002309
HML      -0.006229
dtype: float64, 15100: const    -0.000202
vwretd    0.534326
SMB      -0.000294
HML       0.001231
dtype: float64, 15101: const    -0.001798
vwretd    0.924713
SMB      -0.001238
HML       0.002363
dtype: float64, 15102: const    -0.001516
vwretd    0.962795
SMB      -0.001084
HML       0.000079
dtype: float64, 15103: const     0.001387
vwretd    0.027141
SMB      -0.000309
HML      -0.000252
dtype: float64, 15104: const     0.000020
vwretd    0.114830
SMB      -0.000086
HML      -0.000252
dtype: float64, 15105: const     0.008450
vwretd    1.883141
SMB       0.017374
HML       0.009717
dtype: float64, 15106: const     0.002346
vwretd    1.264509
SMB       0.012808
HML       0.011407
dtype: float64, 15107: const    -0.098578
vwretd    1.715037
SMB      -0.059435
HML      -0.002781
dtype: float64, 15108: const     0.008472
vwretd    0.769916
SMB       0.008476
HML      -0.006989
dtype: float64, 15109: const     0.000056
vwretd    0.917390
SMB       0.000427
HML       0.001739
dtype: float64, 15110: const    -0.016542
vwretd    1.683730
SMB      -0.000641
HML       0.008906
dtype: float64, 15111: const    -0.000756
vwretd    1.073630
SMB       0.001789
HML       0.002030
dtype: float64, 15112: const     0.000088
vwretd    0.897046
SMB       0.001297
HML       0.006312
dtype: float64, 15113: const     0.002545
vwretd    1.048187
SMB      -0.000237
HML       0.001040
dtype: float64, 15114: const    -0.010992
vwretd    0.813890
SMB       0.021292
HML       0.002524
dtype: float64, 15115: const     0.008201
vwretd   -0.526519
SMB       0.020559
HML      -0.002919
dtype: float64, 15116: const    -0.001931
vwretd    1.123296
SMB       0.005486
HML       0.001373
dtype: float64, 15117: const     0.000615
vwretd    0.542198
SMB       0.001422
HML      -0.002582
dtype: float64, 15118: const    -0.002927
vwretd    0.810093
SMB       0.000552
HML      -0.000003
dtype: float64, 15119: const     0.019464
vwretd    1.024718
SMB       0.010081
HML      -0.008057
dtype: float64, 15120: const     0.024262
vwretd   -0.394715
SMB      -0.009250
HML      -0.023434
dtype: float64, 15121: const    -0.004802
vwretd    1.049643
SMB       0.018240
HML      -0.007701
dtype: float64, 15122: const    -0.014820
vwretd    1.297020
SMB       0.030449
HML       0.009690
dtype: float64, 15123: const    -0.030891
vwretd    1.172614
SMB       0.010033
HML       0.006311
dtype: float64, 15124: const     0.001653
vwretd    0.786448
SMB       0.011652
HML      -0.004237
dtype: float64, 15125: const    -0.046017
vwretd    0.990547
SMB       0.030164
HML      -0.002913
dtype: float64, 15126: const    -0.093932
vwretd    3.368073
SMB      -0.015002
HML      -0.002365
dtype: float64, 15127: const    -0.002434
vwretd    0.410943
SMB       0.017875
HML      -0.008595
dtype: float64, 15128: const    -0.006454
vwretd    1.132434
SMB       0.013644
HML      -0.022126
dtype: float64, 15129: const     0.006254
vwretd    1.205422
SMB       0.012589
HML       0.010790
dtype: float64, 15130: const     0.017547
vwretd    0.154644
SMB      -0.003430
HML       0.017321
dtype: float64, 15131: const     0.008093
vwretd    1.419421
SMB       0.042876
HML       0.007875
dtype: float64, 15132: const     0.058852
vwretd    3.072927
SMB       0.044681
HML       0.013380
dtype: float64, 15133: const     0.000885
vwretd    0.403360
SMB       0.002240
HML       0.000276
dtype: float64, 15134: const     0.003971
vwretd    3.569899
SMB      -0.007728
HML      -0.014974
dtype: float64, 15135: const     0.005962
vwretd    0.886895
SMB       0.002903
HML       0.001519
dtype: float64, 15136: const    -0.000482
vwretd    1.126294
SMB       0.000099
HML      -0.002549
dtype: float64, 15137: const     0.026938
vwretd    2.729319
SMB      -0.003319
HML      -0.025103
dtype: float64, 15138: const    -0.006664
vwretd    1.248055
SMB       0.004365
HML       0.005034
dtype: float64, 15139: const     0.010231
vwretd    1.646493
SMB       0.009936
HML       0.013405
dtype: float64, 15140: const     0.002589
vwretd    0.913265
SMB      -0.002446
HML       0.005967
dtype: float64, 15141: const    -0.102806
vwretd    2.979404
SMB      -0.016177
HML       0.022986
dtype: float64, 15142: const    -0.006774
vwretd    1.305215
SMB       0.005601
HML       0.007189
dtype: float64, 15144: const    -0.002473
vwretd    0.316019
SMB       0.004031
HML       0.004460
dtype: float64, 15145: const     0.005036
vwretd    1.036738
SMB       0.006602
HML       0.001052
dtype: float64, 15146: const    -0.000064
vwretd    1.326728
SMB      -0.002207
HML      -0.000166
dtype: float64, 15147: const    -0.001995
vwretd    1.355260
SMB       0.009261
HML       0.004091
dtype: float64, 15148: const    -0.008255
vwretd    1.346898
SMB      -0.000462
HML       0.002914
dtype: float64, 15149: const    -0.004352
vwretd    1.535814
SMB       0.004146
HML       0.003818
dtype: float64, 15150: const    -0.002697
vwretd    1.572344
SMB       0.001003
HML       0.001322
dtype: float64, 15151: const    -0.007555
vwretd    1.257383
SMB       0.000992
HML       0.001129
dtype: float64, 15152: const     0.003113
vwretd    0.837569
SMB      -0.002150
HML      -0.002789
dtype: float64, 15153: const    -0.008720
vwretd    1.012186
SMB       0.001129
HML       0.008154
dtype: float64, 15154: const     0.002064
vwretd    0.811880
SMB      -0.000739
HML      -0.002666
dtype: float64, 15155: const    -0.008489
vwretd    0.874002
SMB       0.000637
HML       0.000799
dtype: float64, 15156: const     0.001198
vwretd    0.433247
SMB      -0.000718
HML       0.003771
dtype: float64, 15157: const     0.008856
vwretd    0.812370
SMB       0.012529
HML      -0.002896
dtype: float64, 15159: const    -0.005500
vwretd    0.219725
SMB       0.002989
HML      -0.002328
dtype: float64, 15160: const    -0.008064
vwretd    1.204036
SMB      -0.001526
HML       0.002441
dtype: float64, 15161: const    -0.002488
vwretd    0.805037
SMB      -0.001541
HML      -0.000841
dtype: float64, 15162: const    -0.002352
vwretd    0.885912
SMB      -0.001761
HML      -0.000108
dtype: float64, 15163: const    -0.002558
vwretd    0.775303
SMB      -0.001562
HML       0.002242
dtype: float64, 15164: const    -0.095244
vwretd    2.859024
SMB       0.008373
HML       0.014262
dtype: float64, 15165: const     0.000871
vwretd    1.048969
SMB       0.017526
HML       0.007521
dtype: float64, 15166: const     0.016261
vwretd    0.404709
SMB       0.011923
HML       0.002773
dtype: float64, 15167: const    -0.006005
vwretd    1.398072
SMB       0.015299
HML      -0.002773
dtype: float64, 15168: const    -0.003049
vwretd    0.564028
SMB       0.009381
HML       0.000251
dtype: float64, 15169: const     0.008740
vwretd    0.340843
SMB      -0.000093
HML       0.004284
dtype: float64, 15170: const     0.015564
vwretd    1.450774
SMB      -0.005530
HML       0.001196
dtype: float64, 15171: const     0.023887
vwretd    0.575074
SMB       0.004150
HML      -0.004668
dtype: float64, 15172: const    -0.059839
vwretd    0.663226
SMB       0.061832
HML      -0.004310
dtype: float64, 15173: const     0.005221
vwretd    0.030980
SMB       0.024326
HML       0.024154
dtype: float64, 15175: const     0.004701
vwretd   -0.140310
SMB       0.002028
HML       0.000464
dtype: float64, 15176: const     0.013874
vwretd    0.012468
SMB       0.014386
HML      -0.008463
dtype: float64, 15177: const    -0.063813
vwretd    0.866510
SMB       0.021129
HML      -0.001380
dtype: float64, 15178: const     0.001626
vwretd    0.592826
SMB       0.006929
HML       0.005671
dtype: float64, 15180: const     0.004882
vwretd    0.698251
SMB       0.007335
HML       0.002107
dtype: float64, 15181: const    -0.041859
vwretd    2.187509
SMB       0.025549
HML      -0.011284
dtype: float64, 15182: const    -0.000565
vwretd   -0.290036
SMB       0.017645
HML      -0.003070
dtype: float64, 15183: const     0.022128
vwretd    1.553488
SMB       0.030970
HML      -0.016260
dtype: float64, 15184: const    -0.022669
vwretd    1.192499
SMB       0.027557
HML      -0.009530
dtype: float64, 15186: const     0.010412
vwretd    1.712788
SMB       0.014956
HML      -0.005766
dtype: float64, 15187: const    -0.060983
vwretd    2.878289
SMB       0.019154
HML      -0.007911
dtype: float64, 15188: const    -0.290565
vwretd    1.690596
SMB      -0.046547
HML       0.039058
dtype: float64, 15189: const     0.001361
vwretd    0.191333
SMB       0.000061
HML       0.001052
dtype: float64, 15190: const    -0.005846
vwretd    1.132336
SMB       0.000371
HML       0.004112
dtype: float64, 15191: const     0.001414
vwretd    0.737793
SMB       0.002018
HML      -0.000125
dtype: float64, 15192: const     0.015777
vwretd   -0.128538
SMB       0.022886
HML      -0.014284
dtype: float64, 15193: const    -0.002205
vwretd    0.136167
SMB       0.000083
HML       0.002476
dtype: float64, 15194: const    -0.000959
vwretd    0.617089
SMB      -0.000718
HML      -0.001966
dtype: float64, 15195: const    -0.001807
vwretd    0.878631
SMB      -0.001008
HML      -0.000288
dtype: float64, 15196: const    -0.005401
vwretd    1.533257
SMB       0.000312
HML       0.003612
dtype: float64, 15197: const     0.014681
vwretd    0.608528
SMB       0.006588
HML      -0.004972
dtype: float64, 15198: const    -0.008799
vwretd    1.658203
SMB       0.018333
HML      -0.013666
dtype: float64, 15199: const    -0.003482
vwretd    0.802561
SMB      -0.001442
HML       0.001307
dtype: float64, 15200: const    -0.003766
vwretd    0.752644
SMB      -0.001576
HML       0.002093
dtype: float64, 15201: const    -0.000003
vwretd    0.926717
SMB      -0.000213
HML       0.001447
dtype: float64, 15202: const     0.004525
vwretd    1.098428
SMB       0.002252
HML       0.006556
dtype: float64, 15203: const     0.005258
vwretd    0.724732
SMB       0.006433
HML       0.001363
dtype: float64, 15204: const     0.002388
vwretd    0.819790
SMB       0.001195
HML       0.002749
dtype: float64, 15205: const     0.001810
vwretd    0.707363
SMB       0.003060
HML       0.003812
dtype: float64, 15206: const     0.026762
vwretd    0.254051
SMB      -0.005633
HML      -0.012937
dtype: float64, 15207: const    -0.030945
vwretd   -0.295476
SMB       0.010920
HML       0.013514
dtype: float64, 15208: const     0.060258
vwretd    0.690742
SMB       0.008860
HML      -0.022419
dtype: float64, 15209: const    -0.173914
vwretd   -1.429414
SMB      -0.018777
HML      -0.032475
dtype: float64, 15210: const    -0.004891
vwretd    0.498252
SMB       0.016104
HML       0.026554
dtype: float64, 15211: const    -0.006476
vwretd    1.716716
SMB       0.003563
HML       0.018139
dtype: float64, 15212: const    -0.004372
vwretd    1.168664
SMB      -0.003604
HML       0.000491
dtype: float64, 15213: const    -0.000539
vwretd    0.111176
SMB      -0.000207
HML      -0.000683
dtype: float64, 15214: const    -0.000782
vwretd    1.159385
SMB       0.000308
HML       0.002963
dtype: float64, 15215: const    -0.003623
vwretd    1.505989
SMB       0.001876
HML       0.002954
dtype: float64, 15216: const    -0.004676
vwretd    1.233954
SMB       0.011225
HML       0.008490
dtype: float64, 15217: const     0.044409
vwretd   -0.548595
SMB      -0.025364
HML       0.026819
dtype: float64, 15218: const    -0.023386
vwretd    0.174439
SMB      -0.000828
HML      -0.020818
dtype: float64, 15219: const    -0.068772
vwretd    1.060108
SMB       0.015867
HML       0.001389
dtype: float64, 15220: const     0.005307
vwretd    0.712415
SMB      -0.002206
HML      -0.001216
dtype: float64, 15221: const     0.010137
vwretd    1.181856
SMB       0.030341
HML      -0.004583
dtype: float64, 15222: const     0.020985
vwretd    0.307532
SMB       0.022538
HML      -0.016443
dtype: float64, 15223: const     0.015570
vwretd   -2.760571
SMB       0.006470
HML       0.004042
dtype: float64, 15224: const     0.029781
vwretd    0.977519
SMB       0.022352
HML      -0.023988
dtype: float64, 15225: const     0.407028
vwretd   -0.930440
SMB       0.151536
HML       0.011668
dtype: float64, 15226: const     0.000966
vwretd    0.668876
SMB      -0.002103
HML      -0.000368
dtype: float64, 15227: const    -0.005131
vwretd    0.465618
SMB      -0.000197
HML      -0.000727
dtype: float64, 15228: const    -0.002796
vwretd   -0.006869
SMB      -0.000797
HML       0.000205
dtype: float64, 15229: const    -0.001226
vwretd    1.415288
SMB       0.015129
HML       0.004064
dtype: float64, 15230: const    -0.031299
vwretd    0.458179
SMB       0.014042
HML       0.009772
dtype: float64, 15231: const     0.011732
vwretd    1.111237
SMB      -0.003007
HML       0.001410
dtype: float64, 15232: const     0.013880
vwretd    0.039553
SMB       0.002106
HML      -0.005352
dtype: float64, 15233: const    -0.006534
vwretd    1.423914
SMB      -0.005002
HML      -0.001162
dtype: float64, 15234: const    -0.004239
vwretd    0.496149
SMB      -0.001092
HML       0.000509
dtype: float64, 15235: const    -0.003536
vwretd    0.352619
SMB      -0.000333
HML       0.000177
dtype: float64, 15236: const    -0.001635
vwretd    0.470810
SMB       0.000740
HML       0.001406
dtype: float64, 15237: const    -0.007042
vwretd    1.201765
SMB       0.027647
HML       0.010144
dtype: float64, 15238: const     0.002416
vwretd    0.882727
SMB       0.000293
HML       0.002526
dtype: float64, 15239: const     0.004003
vwretd    1.090952
SMB      -0.001470
HML       0.005133
dtype: float64, 15240: const    -0.002440
vwretd    0.914902
SMB       0.005927
HML       0.004957
dtype: float64, 15241: const     0.011703
vwretd    0.792721
SMB      -0.000327
HML      -0.000176
dtype: float64, 15242: const     0.002492
vwretd    1.148857
SMB       0.017030
HML       0.004979
dtype: float64, 15243: const    -0.006513
vwretd    0.824235
SMB      -0.001735
HML       0.003761
dtype: float64, 15244: const    -0.003013
vwretd    1.081007
SMB       0.003998
HML       0.004343
dtype: float64, 15245: const    -0.007706
vwretd    1.209859
SMB       0.017277
HML       0.006410
dtype: float64, 15246: const     0.010371
vwretd    1.412424
SMB       0.002857
HML      -0.014392
dtype: float64, 15247: const    -0.000633
vwretd    0.579153
SMB      -0.000847
HML       0.000062
dtype: float64, 15248: const    -0.000239
vwretd    0.377315
SMB       0.001194
HML      -0.000476
dtype: float64, 15249: const     0.000998
vwretd    1.002898
SMB       0.001109
HML      -0.001772
dtype: float64, 15250: const     0.000783
vwretd   -0.002041
SMB      -0.000068
HML       0.000121
dtype: float64, 15251: const     0.001483
vwretd    0.004681
SMB       0.000061
HML      -0.000136
dtype: float64, 15252: const     0.002058
vwretd    0.073818
SMB       0.000211
HML      -0.000255
dtype: float64, 15253: const     0.002767
vwretd    0.749910
SMB       0.028421
HML      -0.000281
dtype: float64, 15254: const     0.005410
vwretd    0.564482
SMB       0.008850
HML       0.010775
dtype: float64, 15255: const     0.001803
vwretd    0.056310
SMB       0.000093
HML      -0.000191
dtype: float64, 15256: const     0.001131
vwretd    0.155389
SMB      -0.000142
HML      -0.000516
dtype: float64, 15257: const     0.001349
vwretd    0.118763
SMB       0.000012
HML      -0.000314
dtype: float64, 15258: const     0.001259
vwretd    0.043455
SMB      -0.000077
HML      -0.000234
dtype: float64, 15259: const     0.004066
vwretd    0.956822
SMB       0.006693
HML       0.003442
dtype: float64, 15260: const    -0.000520
vwretd    0.966164
SMB       0.003745
HML       0.002631
dtype: float64, 15261: const    -0.002000
vwretd    0.916583
SMB       0.019402
HML      -0.002130
dtype: float64, 15262: const     0.001021
vwretd    0.688518
SMB       0.014717
HML      -0.008107
dtype: float64, 15263: const     0.031396
vwretd    0.954042
SMB      -0.023660
HML      -0.018586
dtype: float64, 15264: const    -0.000246
vwretd    1.276662
SMB       0.008370
HML       0.005231
dtype: float64, 15265: const    -0.001442
vwretd    0.911567
SMB      -0.000696
HML       0.002991
dtype: float64, 15266: const     0.002793
vwretd    0.079272
SMB      -0.000472
HML      -0.000142
dtype: float64, 15267: const     0.001405
vwretd    1.095406
SMB       0.003628
HML      -0.001214
dtype: float64, 15268: const    -0.017061
vwretd   -0.214199
SMB       0.033945
HML       0.012725
dtype: float64, 15269: const    -0.031721
vwretd    1.858148
SMB       0.014302
HML      -0.005401
dtype: float64, 15270: const     0.005134
vwretd    1.114833
SMB       0.008168
HML       0.009685
dtype: float64, 15271: const    -0.078652
vwretd    1.431624
SMB       0.018635
HML      -0.004610
dtype: float64, 15272: const     0.030523
vwretd    1.121292
SMB       0.002096
HML      -0.005696
dtype: float64, 15273: const     0.030119
vwretd    1.338479
SMB       0.042934
HML       0.001191
dtype: float64, 15274: const    -0.005169
vwretd    0.833743
SMB      -0.006043
HML      -0.012846
dtype: float64, 15275: const    -0.006861
vwretd    1.093948
SMB       0.002735
HML       0.004403
dtype: float64, 15276: const     0.035297
vwretd   -0.672518
SMB       0.010169
HML      -0.011199
dtype: float64, 15277: const    -0.043900
vwretd   -0.241785
SMB       0.011132
HML      -0.012923
dtype: float64, 15278: const    -0.017593
vwretd    1.623275
SMB       0.000288
HML      -0.002414
dtype: float64, 15279: const    -0.005927
vwretd    1.137539
SMB       0.006934
HML      -0.001129
dtype: float64, 15280: const    -0.010007
vwretd    0.260723
SMB      -0.009278
HML       0.006854
dtype: float64, 15281: const    -0.004019
vwretd    1.169227
SMB       0.000736
HML       0.000884
dtype: float64, 15282: const     0.004206
vwretd   -0.016941
SMB       0.022564
HML      -0.009838
dtype: float64, 15283: const     0.049199
vwretd    4.966862
SMB      -0.041786
HML       0.008817
dtype: float64, 15284: const     0.016357
vwretd    0.555045
SMB       0.016812
HML      -0.007979
dtype: float64, 15285: const     0.006260
vwretd    1.054398
SMB       0.013265
HML      -0.001465
dtype: float64, 15286: const    -0.024172
vwretd    1.089627
SMB       0.021916
HML      -0.005189
dtype: float64, 15287: const    -0.014640
vwretd    2.030690
SMB       0.007263
HML      -0.005634
dtype: float64, 15288: const     0.003021
vwretd    1.474486
SMB       0.008110
HML       0.008610
dtype: float64, 15289: const     0.025846
vwretd    0.875626
SMB       0.012068
HML      -0.002092
dtype: float64, 15290: const    -0.095314
vwretd    2.414294
SMB      -0.002291
HML      -0.000723
dtype: float64, 15291: const     0.028530
vwretd    1.611208
SMB       0.016929
HML      -0.009824
dtype: float64, 15292: const     0.017393
vwretd    0.862650
SMB      -0.009042
HML       0.007714
dtype: float64, 15293: const     0.014662
vwretd    0.841844
SMB       0.008510
HML      -0.005785
dtype: float64, 15294: const    -0.038388
vwretd    1.187594
SMB       0.025320
HML      -0.006051
dtype: float64, 15295: const     0.006716
vwretd    1.414166
SMB       0.011473
HML      -0.004078
dtype: float64, 15296: const     0.018432
vwretd    0.110753
SMB       0.021244
HML       0.018950
dtype: float64, 15297: const    -0.082514
vwretd    0.702323
SMB       0.031601
HML       0.004631
dtype: float64, 15298: const    -0.088985
vwretd    3.065197
SMB       0.003988
HML       0.016247
dtype: float64, 15299: const    -0.005963
vwretd    0.983107
SMB       0.005369
HML       0.001659
dtype: float64, 15300: const    -0.036825
vwretd   -0.252796
SMB       0.005329
HML      -0.001543
dtype: float64, 15301: const    -0.020246
vwretd    1.942057
SMB       0.006617
HML      -0.012991
dtype: float64, 15302: const     0.006772
vwretd    0.052424
SMB       0.001213
HML       0.000200
dtype: float64, 15303: const     0.029646
vwretd    0.715766
SMB       0.025978
HML      -0.005868
dtype: float64, 15304: const    -0.035528
vwretd    1.091936
SMB       0.014299
HML       0.004810
dtype: float64, 15305: const    -0.004970
vwretd    1.340664
SMB      -0.012697
HML      -0.004641
dtype: float64, 15306: const    -0.007451
vwretd    1.094117
SMB       0.005298
HML      -0.003320
dtype: float64, 15307: const     0.004545
vwretd    0.579661
SMB      -0.003173
HML      -0.001945
dtype: float64, 15308: const    -0.004324
vwretd    0.619524
SMB      -0.000913
HML      -0.000623
dtype: float64, 15310: const     0.016119
vwretd    0.360965
SMB       0.003145
HML       0.000235
dtype: float64, 15311: const    -0.000932
vwretd    1.063696
SMB       0.006350
HML      -0.001313
dtype: float64, 15312: const    -0.011050
vwretd    1.246523
SMB       0.003268
HML       0.008781
dtype: float64, 15313: const     0.015954
vwretd    0.977975
SMB       0.002508
HML       0.000595
dtype: float64, 15314: const    -0.014408
vwretd    0.733267
SMB       0.001570
HML       0.004824
dtype: float64, 15315: const     0.007295
vwretd    0.836459
SMB       0.002726
HML      -0.001778
dtype: float64, 15316: const    -0.002482
vwretd    0.952249
SMB      -0.000631
HML       0.000605
dtype: float64, 15317: const    -0.003164
vwretd    1.175966
SMB       0.005425
HML       0.015405
dtype: float64, 15318: const     0.002453
vwretd    0.721874
SMB       0.002257
HML       0.008187
dtype: float64, 15319: const    -0.003866
vwretd    0.876239
SMB      -0.001404
HML       0.001368
dtype: float64, 15320: const    -0.000493
vwretd    0.968702
SMB       0.000055
HML       0.000884
dtype: float64, 15321: const    -0.000229
vwretd    1.007333
SMB       0.004982
HML       0.002950
dtype: float64, 15322: const    -0.002014
vwretd    0.928470
SMB       0.000102
HML       0.000957
dtype: float64, 15323: const     0.009914
vwretd    0.704107
SMB       0.000818
HML      -0.002523
dtype: float64, 15324: const    -0.053017
vwretd    0.644318
SMB       0.001656
HML      -0.003693
dtype: float64, 15325: const    -0.008756
vwretd    1.197186
SMB       0.006276
HML       0.005925
dtype: float64, 15326: const     0.005013
vwretd    1.038782
SMB       0.014644
HML      -0.000623
dtype: float64, 15327: const    -0.020539
vwretd    2.506866
SMB       0.028364
HML      -0.000034
dtype: float64, 15328: const     0.002282
vwretd    0.861425
SMB      -0.001938
HML       0.000926
dtype: float64, 15329: const     0.001312
vwretd    0.926937
SMB      -0.001937
HML       0.000212
dtype: float64, 15330: const    -0.003212
vwretd    0.888968
SMB      -0.001333
HML       0.002957
dtype: float64, 15331: const     0.002319
vwretd    1.770391
SMB       0.004470
HML       0.011200
dtype: float64, 15332: const     0.009254
vwretd    0.806818
SMB      -0.001089
HML      -0.002114
dtype: float64, 15333: const    -0.016827
vwretd    0.735589
SMB       0.017028
HML       0.018228
dtype: float64, 15334: const     0.014932
vwretd    1.459797
SMB       0.010846
HML      -0.001491
dtype: float64, 15335: const     0.062834
vwretd    3.447726
SMB      -0.036611
HML       0.007463
dtype: float64, 15336: const     0.007636
vwretd    1.018441
SMB       0.001461
HML      -0.003398
dtype: float64, 15337: const     0.000784
vwretd    1.363633
SMB       0.003120
HML      -0.002168
dtype: float64, 15338: const    -0.004617
vwretd    1.046822
SMB       0.004426
HML       0.005970
dtype: float64, 15339: const     0.002911
vwretd    0.846132
SMB       0.002814
HML      -0.005665
dtype: float64, 15340: const     0.005271
vwretd    0.932222
SMB       0.008426
HML       0.010407
dtype: float64, 15341: const    -0.001011
vwretd    0.904907
SMB       0.002821
HML       0.003841
dtype: float64, 15342: const     0.012048
vwretd    1.584820
SMB       0.005120
HML      -0.000786
dtype: float64, 15343: const     0.007857
vwretd    0.679227
SMB      -0.001492
HML      -0.001573
dtype: float64, 15344: const     0.018109
vwretd    1.432046
SMB       0.002005
HML      -0.032653
dtype: float64, 15345: const     0.015050
vwretd   -3.279877
SMB      -0.033466
HML      -0.031279
dtype: float64, 15346: const    -0.019514
vwretd    3.905344
SMB       0.037154
HML       0.033823
dtype: float64, 15347: const    -0.015534
vwretd   -2.508372
SMB      -0.045587
HML       0.021356
dtype: float64, 15348: const    -0.017294
vwretd    2.860020
SMB       0.045196
HML      -0.017062
dtype: float64, 15349: const    -0.002695
vwretd    0.970807
SMB       0.005043
HML       0.002139
dtype: float64, 15350: const     0.000044
vwretd    1.046606
SMB      -0.000738
HML      -0.000012
dtype: float64, 15351: const     0.006260
vwretd    1.736458
SMB       0.007346
HML       0.002410
dtype: float64, 15352: const    -0.001489
vwretd    0.974520
SMB      -0.000813
HML       0.000503
dtype: float64, 15353: const    -0.004921
vwretd    0.933961
SMB      -0.001184
HML       0.000563
dtype: float64, 15354: const    -0.003701
vwretd    0.832847
SMB       0.000341
HML       0.000399
dtype: float64, 15355: const    -0.004540
vwretd    0.597020
SMB      -0.001627
HML      -0.000382
dtype: float64, 15356: const     0.000552
vwretd    0.516401
SMB      -0.001316
HML      -0.002621
dtype: float64, 15357: const     0.016100
vwretd    2.017939
SMB      -0.013202
HML      -0.004784
dtype: float64, 15358: const     0.023423
vwretd    2.039313
SMB      -0.001498
HML      -0.013000
dtype: float64, 15359: const     0.007332
vwretd    0.457739
SMB       0.003343
HML       0.006494
dtype: float64, 15360: const     0.002442
vwretd    0.674239
SMB      -0.002632
HML      -0.003714
dtype: float64, 15361: const     0.010301
vwretd    2.417664
SMB       0.003795
HML      -0.025072
dtype: float64, 15362: const     0.003283
vwretd   -0.013847
SMB       0.000431
HML      -0.000731
dtype: float64, 15363: const     0.000260
vwretd    0.404885
SMB       0.011534
HML       0.004991
dtype: float64, 15364: const    -0.009774
vwretd    2.673550
SMB      -0.011275
HML      -0.012114
dtype: float64, 15365: const     0.009416
vwretd    0.424720
SMB       0.018305
HML      -0.001556
dtype: float64, 15366: const     0.000201
vwretd    1.050276
SMB      -0.000101
HML       0.001300
dtype: float64, 15367: const     -0.218016
vwretd    26.137021
SMB       -0.342940
HML        0.060596
dtype: float64, 15368: const    -0.001116
vwretd    1.296983
SMB      -0.000956
HML       0.000478
dtype: float64, 15369: const     0.009812
vwretd    0.349185
SMB       0.002363
HML       0.001164
dtype: float64, 15370: const     0.413937
vwretd   -8.156395
SMB       0.180643
HML      -0.100273
dtype: float64, 15371: const     0.019090
vwretd    0.689983
SMB       0.014691
HML      -0.000988
dtype: float64, 15372: const    -0.077097
vwretd    0.810312
SMB      -0.000579
HML       0.004190
dtype: float64, 15373: const     0.001092
vwretd    0.510468
SMB      -0.006791
HML      -0.001333
dtype: float64, 15374: const    -0.026282
vwretd    0.865105
SMB       0.026878
HML      -0.019677
dtype: float64, 15375: const    -0.071603
vwretd    1.019597
SMB       0.042383
HML      -0.003350
dtype: float64, 15376: const     0.003814
vwretd    1.277570
SMB       0.006074
HML      -0.001326
dtype: float64, 15377: const     0.027021
vwretd    0.063336
SMB       0.003571
HML      -0.002359
dtype: float64, 15378: const    -0.034650
vwretd    1.289277
SMB       0.011343
HML      -0.001710
dtype: float64, 15379: const    -0.050696
vwretd    1.340884
SMB       0.015635
HML       0.000929
dtype: float64, 15380: const    -0.052141
vwretd    1.825237
SMB       0.006311
HML      -0.005153
dtype: float64, 15381: const    -0.059548
vwretd   -0.220957
SMB       0.021194
HML      -0.003748
dtype: float64, 15382: const     0.016628
vwretd   -0.276010
SMB       0.041247
HML      -0.011883
dtype: float64, 15383: const     0.008548
vwretd    1.976715
SMB       0.005682
HML       0.008998
dtype: float64, 15384: const     0.019327
vwretd   -0.107076
SMB      -0.000840
HML       0.007022
dtype: float64, 15385: const     0.000418
vwretd    0.973801
SMB       0.012024
HML       0.009947
dtype: float64, 15386: const     0.000649
vwretd    0.164336
SMB       0.004559
HML       0.009234
dtype: float64, 15387: const     0.022898
vwretd    4.427947
SMB       0.013391
HML       0.000294
dtype: float64, 15388: const    -0.022697
vwretd   -4.156128
SMB      -0.029140
HML      -0.002549
dtype: float64, 15389: const     0.000896
vwretd    0.772429
SMB       0.001056
HML      -0.002026
dtype: float64, 15390: const    -0.024169
vwretd    0.557176
SMB       0.009617
HML      -0.006035
dtype: float64, 15391: const    -0.007211
vwretd    1.340532
SMB       0.013735
HML       0.005146
dtype: float64, 15392: const     0.000961
vwretd    0.754306
SMB       0.006904
HML       0.014254
dtype: float64, 15393: const     0.010343
vwretd    0.147056
SMB       0.010529
HML      -0.007414
dtype: float64, 15394: const     0.014305
vwretd    1.189320
SMB      -0.003451
HML       0.003251
dtype: float64, 15395: const     0.002430
vwretd    0.785104
SMB      -0.000724
HML      -0.007156
dtype: float64, 15396: const    -0.013543
vwretd    1.699311
SMB       0.026896
HML       0.008397
dtype: float64, 15397: const     0.013289
vwretd    1.439210
SMB       0.003648
HML      -0.003069
dtype: float64, 15398: const     0.023203
vwretd    1.786757
SMB       0.007938
HML       0.011652
dtype: float64, 15399: const    -0.024472
vwretd    1.732876
SMB       0.006335
HML       0.001393
dtype: float64, 15400: const    -0.002635
vwretd    0.979724
SMB       0.001039
HML       0.003623
dtype: float64, 15401: const     0.070826
vwretd    0.980436
SMB      -0.134914
HML       0.017859
dtype: float64, 15402: const    -0.045507
vwretd    1.921882
SMB      -0.019652
HML      -0.007265
dtype: float64, 15403: const    -0.040907
vwretd    1.728738
SMB      -0.019114
HML      -0.005831
dtype: float64, 15404: const    -0.082628
vwretd    5.732689
SMB       0.084932
HML      -0.007140
dtype: float64, 15405: const     0.001441
vwretd    0.854011
SMB       0.008164
HML      -0.002225
dtype: float64, 15406: const     0.052632
vwretd   -0.285122
SMB       0.003569
HML      -0.022292
dtype: float64, 15407: const    -0.010136
vwretd    1.309108
SMB      -0.002798
HML      -0.000130
dtype: float64, 15408: const    -0.007774
vwretd    0.691024
SMB      -0.001429
HML       0.004600
dtype: float64, 15409: const     0.012312
vwretd    0.853299
SMB       0.013121
HML      -0.005601
dtype: float64, 15410: const     0.021800
vwretd    0.942494
SMB       0.008321
HML      -0.005121
dtype: float64, 15411: const     0.013753
vwretd    1.053164
SMB       0.019454
HML      -0.005787
dtype: float64, 15412: const     0.068040
vwretd    0.795938
SMB      -0.176228
HML       0.037346
dtype: float64, 15413: const    -0.146103
vwretd    2.898147
SMB      -0.026741
HML       0.034564
dtype: float64, 15414: const    -0.033713
vwretd    2.059865
SMB       0.004356
HML       0.012930
dtype: float64, 15415: const    -0.001568
vwretd    0.185051
SMB      -0.005777
HML      -0.002346
dtype: float64, 15416: const     0.003150
vwretd    0.467450
SMB       0.038873
HML      -0.005887
dtype: float64, 15417: const    -0.045649
vwretd    1.619678
SMB       0.022727
HML      -0.001104
dtype: float64, 15418: const    -0.153630
vwretd    2.551457
SMB      -0.025917
HML      -0.000139
dtype: float64, 15419: const    -0.049842
vwretd    1.535980
SMB       0.002793
HML      -0.006368
dtype: float64, 15420: const     0.154510
vwretd   -8.098824
SMB       0.181602
HML      -0.053214
dtype: float64, 15421: const    -0.011811
vwretd    1.652304
SMB       0.014083
HML      -0.004254
dtype: float64, 15422: const    -0.018415
vwretd    2.267224
SMB       0.037485
HML       0.029551
dtype: float64, 15423: const     0.011441
vwretd    1.194274
SMB       0.007828
HML       0.000523
dtype: float64, 15424: const    -0.032555
vwretd    1.294676
SMB      -0.007524
HML       0.013945
dtype: float64, 15425: const    -0.032546
vwretd    2.416224
SMB       0.015793
HML       0.004015
dtype: float64, 15426: const     0.006372
vwretd   -0.197607
SMB       0.004632
HML       0.009336
dtype: float64, 15427: const     0.005131
vwretd    0.656039
SMB       0.005175
HML       0.006972
dtype: float64, 15428: const     0.005352
vwretd    0.167972
SMB       0.006936
HML      -0.030986
dtype: float64, 15429: const     0.047064
vwretd    0.656912
SMB       0.012579
HML       0.005717
dtype: float64, 15430: const     0.026488
vwretd    0.211580
SMB       0.005802
HML      -0.008958
dtype: float64, 15431: const     0.035199
vwretd    2.535121
SMB       0.000158
HML      -0.023310
dtype: float64, 15432: const     0.001296
vwretd    1.148769
SMB       0.018677
HML      -0.010883
dtype: float64, 15433: const     0.000453
vwretd    1.083122
SMB       0.004319
HML      -0.005738
dtype: float64, 15434: const     0.031716
vwretd    0.840958
SMB      -0.002206
HML      -0.013465
dtype: float64, 15435: const     0.014834
vwretd    0.499481
SMB       0.012309
HML       0.010932
dtype: float64, 15436: const    -0.044335
vwretd   -0.479801
SMB       0.012449
HML      -0.009355
dtype: float64, 15437: const    -0.004280
vwretd    0.357716
SMB       0.000298
HML      -0.000727
dtype: float64, 15438: const    -0.030730
vwretd    3.574837
SMB       0.024399
HML      -0.017634
dtype: float64, 15439: const     0.003190
vwretd    0.341325
SMB      -0.002114
HML       0.000351
dtype: float64, 15440: const     0.020550
vwretd    1.472261
SMB       0.003109
HML      -0.008767
dtype: float64, 15441: const      0.129622
vwretd   -10.046467
SMB       -0.021275
HML        0.019923
dtype: float64, 15442: const     0.031537
vwretd   -3.752337
SMB      -0.032624
HML       0.020045
dtype: float64, 15443: const    -0.066614
vwretd   -0.654405
SMB       0.026905
HML       0.002301
dtype: float64, 15444: const    -0.001724
vwretd    0.606932
SMB       0.000602
HML      -0.000043
dtype: float64, 15445: const    -0.001509
vwretd   -0.506165
SMB      -0.003065
HML       0.000915
dtype: float64, 15446: const    -0.164650
vwretd    4.307637
SMB      -0.086194
HML       0.017120
dtype: float64, 15447: const    -0.040509
vwretd    0.806617
SMB       0.011114
HML       0.017709
dtype: float64, 15448: const     0.000485
vwretd    1.159803
SMB       0.013552
HML       0.005669
dtype: float64, 15449: const    -0.012218
vwretd    1.120476
SMB       0.018448
HML       0.012705
dtype: float64, 15450: const    -0.005240
vwretd    1.197101
SMB      -0.000509
HML       0.001501
dtype: float64, 15451: const     0.064467
vwretd   -0.621959
SMB       0.064226
HML      -0.022988
dtype: float64, 15452: const     0.012207
vwretd    1.451285
SMB       0.010889
HML      -0.003954
dtype: float64, 15453: const    -0.000831
vwretd    0.840415
SMB      -0.001232
HML       0.000592
dtype: float64, 15454: const     0.009803
vwretd    1.120665
SMB       0.015437
HML      -0.005831
dtype: float64, 15455: const    -0.007063
vwretd    1.198209
SMB       0.002224
HML       0.002784
dtype: float64, 15456: const     0.001510
vwretd    0.833418
SMB       0.000574
HML       0.001153
dtype: float64, 15457: const     0.006172
vwretd    1.009900
SMB       0.005310
HML       0.006632
dtype: float64, 15458: const    -0.009657
vwretd    0.002467
SMB       0.026787
HML       0.036796
dtype: float64, 15459: const    -0.024504
vwretd    0.003026
SMB       0.035772
HML       0.040279
dtype: float64, 15460: const    -0.002753
vwretd    0.001660
SMB       0.021738
HML       0.021568
dtype: float64, 15461: const    -0.003583
vwretd    0.821053
SMB      -0.001140
HML       0.004116
dtype: float64, 15462: const    -0.003839
vwretd    0.879891
SMB      -0.000757
HML       0.001244
dtype: float64, 15463: const    -0.003020
vwretd    1.239020
SMB       0.005522
HML       0.000911
dtype: float64, 15464: const     0.000261
vwretd    1.563183
SMB       0.004643
HML       0.002553
dtype: float64, 15465: const     0.007772
vwretd    0.716177
SMB       0.013184
HML      -0.004706
dtype: float64, 15466: const    -0.004950
vwretd    2.141393
SMB       0.004859
HML       0.010512
dtype: float64, 15467: const     0.027933
vwretd    0.009991
SMB       0.008931
HML      -0.003480
dtype: float64, 15468: const    -0.009648
vwretd    1.094383
SMB      -0.004718
HML       0.004612
dtype: float64, 15469: const     0.002783
vwretd    0.556129
SMB      -0.001716
HML      -0.001362
dtype: float64, 15470: const     0.004198
vwretd   -3.240458
SMB       0.009719
HML       0.017083
dtype: float64, 15471: const    -0.015068
vwretd    3.912832
SMB      -0.019696
HML      -0.021046
dtype: float64, 15472: const     0.006892
vwretd    0.549082
SMB      -0.001509
HML      -0.000864
dtype: float64, 15473: const     0.000396
vwretd    1.523054
SMB       0.019705
HML       0.000211
dtype: float64, 15474: const     0.014946
vwretd   -2.438630
SMB      -0.017006
HML      -0.024549
dtype: float64, 15475: const    -0.045364
vwretd    3.820853
SMB       0.008714
HML       0.030510
dtype: float64, 15476: const    -0.000838
vwretd    0.831280
SMB      -0.003732
HML       0.000683
dtype: float64, 15477: const     0.000559
vwretd    0.932186
SMB       0.001471
HML      -0.001170
dtype: float64, 15478: const    -0.000290
vwretd    1.381555
SMB      -0.004771
HML      -0.003884
dtype: float64, 15479: const    -0.011141
vwretd    1.134570
SMB       0.005247
HML       0.011413
dtype: float64, 15480: const    -0.001638
vwretd    0.886793
SMB       0.005944
HML       0.003243
dtype: float64, 15481: const    -0.036495
vwretd    5.050501
SMB      -0.045229
HML      -0.044227
dtype: float64, 15482: const    -0.001902
vwretd    1.646277
SMB       0.000949
HML       0.007781
dtype: float64, 15483: const    -0.002352
vwretd    0.957355
SMB      -0.003607
HML       0.001526
dtype: float64, 15484: const     0.000615
vwretd    0.611586
SMB      -0.000997
HML       0.000475
dtype: float64, 15485: const     0.025218
vwretd    2.256081
SMB       0.000104
HML      -0.013168
dtype: float64, 15486: const    -0.046026
vwretd    1.196177
SMB       0.012099
HML      -0.009277
dtype: float64, 15487: const    -0.023846
vwretd    1.486695
SMB       0.012071
HML      -0.008739
dtype: float64, 15488: const     0.000545
vwretd    1.293540
SMB       0.001618
HML      -0.007815
dtype: float64, 15489: const    -0.015828
vwretd    1.473278
SMB       0.025224
HML       0.008852
dtype: float64, 15490: const     0.009845
vwretd    0.878072
SMB       0.008832
HML      -0.003259
dtype: float64, 15491: const    -0.018492
vwretd    1.343458
SMB      -0.007317
HML      -0.027534
dtype: float64, 15492: const    -0.003429
vwretd    0.947081
SMB       0.001722
HML       0.002580
dtype: float64, 15493: const     0.013370
vwretd    0.555549
SMB       0.054004
HML      -0.002828
dtype: float64, 15494: const     0.021566
vwretd    1.221315
SMB      -0.004395
HML      -0.000129
dtype: float64, 15495: const     0.001682
vwretd    0.861871
SMB      -0.000562
HML       0.004052
dtype: float64, 15496: const    -0.025313
vwretd    0.713396
SMB       0.029199
HML      -0.010224
dtype: float64, 15497: const    -0.020421
vwretd    1.358884
SMB       0.005631
HML      -0.013310
dtype: float64, 15498: const     0.003506
vwretd    0.970735
SMB       0.003040
HML      -0.003981
dtype: float64, 15499: const    -0.003223
vwretd    1.409232
SMB      -0.001735
HML       0.009579
dtype: float64, 15500: const     0.065225
vwretd    0.014293
SMB       0.003102
HML      -0.002656
dtype: float64, 15501: const    -0.025112
vwretd    2.636847
SMB       0.028910
HML      -0.019229
dtype: float64, 15502: const    -0.008923
vwretd    0.658265
SMB       0.006525
HML      -0.002123
dtype: float64, 15503: const     0.000666
vwretd    0.976072
SMB       0.007080
HML       0.004035
dtype: float64, 15504: const     0.001031
vwretd    0.926733
SMB       0.006007
HML       0.004968
dtype: float64, 15505: const     0.013035
vwretd    0.702192
SMB       0.005486
HML       0.011585
dtype: float64, 15506: const     0.037262
vwretd    1.116921
SMB       0.019238
HML      -0.012606
dtype: float64, 15507: const     0.000004
vwretd    0.032484
SMB       0.004509
HML       0.010365
dtype: float64, 15508: const    -0.020578
vwretd    1.857187
SMB       0.019618
HML       0.005161
dtype: float64, 15509: const     0.003167
vwretd    0.202632
SMB       0.003729
HML       0.003176
dtype: float64, 15510: const    -0.028996
vwretd   -0.003058
SMB       0.025771
HML       0.002610
dtype: float64, 15514: const     0.008503
vwretd    1.585236
SMB       0.000320
HML       0.007271
dtype: float64, 15523: const     0.035176
vwretd   -1.344812
SMB       0.011826
HML      -0.006381
dtype: float64, 15525: const    -0.006739
vwretd    0.715443
SMB       0.003173
HML       0.001921
dtype: float64, 15526: const     0.018669
vwretd   -0.052277
SMB       0.002376
HML      -0.003026
dtype: float64, 15527: const     0.004529
vwretd    1.382051
SMB       0.007159
HML       0.002731
dtype: float64, 15528: const     0.002722
vwretd    1.336295
SMB       0.004483
HML      -0.001322
dtype: float64, 15529: const     0.002440
vwretd    0.655919
SMB       0.009292
HML       0.005695
dtype: float64, 15530: const     0.006880
vwretd    1.607086
SMB       0.014318
HML       0.002951
dtype: float64, 15531: const    -0.050267
vwretd    1.309531
SMB       0.010714
HML      -0.004027
dtype: float64, 15532: const     0.060830
vwretd   -1.555918
SMB       0.011250
HML       0.009974
dtype: float64, 15533: const     0.017755
vwretd    1.113758
SMB       0.033941
HML       0.001260
dtype: float64, 15534: const     0.022943
vwretd    1.267160
SMB       0.017487
HML      -0.010352
dtype: float64, 15535: const     0.008059
vwretd    0.848600
SMB       0.008734
HML      -0.002262
dtype: float64, 15536: const     0.003453
vwretd    0.540460
SMB       0.005812
HML       0.002568
dtype: float64, 15537: const     0.005109
vwretd    0.812151
SMB       0.003853
HML       0.003598
dtype: float64, 15538: const    -0.018724
vwretd   -0.456667
SMB       0.003898
HML      -0.003418
dtype: float64, 15539: const     0.002116
vwretd    0.451842
SMB       0.010812
HML       0.003052
dtype: float64, 15540: const     0.015719
vwretd    1.526391
SMB       0.012984
HML       0.000171
dtype: float64, 15541: const     0.008796
vwretd    1.163339
SMB       0.002200
HML      -0.011047
dtype: float64, 15542: const     0.018722
vwretd   -0.999394
SMB      -0.000175
HML       0.004139
dtype: float64, 15543: const    -0.017709
vwretd    1.319871
SMB       0.008728
HML       0.014300
dtype: float64, 15544: const     0.001351
vwretd    0.877894
SMB       0.012389
HML      -0.001165
dtype: float64, 15545: const     0.500587
vwretd   -5.415804
SMB      -0.020850
HML      -0.089120
dtype: float64, 15546: const     0.003926
vwretd    1.365699
SMB       0.015658
HML      -0.003683
dtype: float64, 15547: const     0.009305
vwretd    0.202075
SMB       0.003041
HML      -0.003210
dtype: float64, 15550: const     0.006072
vwretd    0.773445
SMB      -0.001410
HML       0.011496
dtype: float64, 15551: const    -0.000882
vwretd    1.026046
SMB      -0.001479
HML      -0.007400
dtype: float64, 15552: const    -0.054509
vwretd    0.847498
SMB       0.000699
HML       0.002026
dtype: float64, 15553: const     0.006043
vwretd    0.488723
SMB       0.000291
HML       0.004726
dtype: float64, 15554: const    -0.002745
vwretd    0.926379
SMB      -0.000675
HML      -0.001214
dtype: float64, 15555: const    -0.003572
vwretd    1.352166
SMB       0.001694
HML      -0.005593
dtype: float64, 15556: const    -0.003076
vwretd    1.254991
SMB       0.000479
HML      -0.001168
dtype: float64, 15557: const    -0.002168
vwretd    0.879658
SMB      -0.000934
HML      -0.001336
dtype: float64, 15558: const    -0.003021
vwretd    0.692284
SMB      -0.001187
HML       0.000585
dtype: float64, 15559: const    -0.002086
vwretd    0.760009
SMB      -0.000590
HML       0.001383
dtype: float64, 15560: const    -0.002800
vwretd    1.387218
SMB       0.012418
HML       0.007804
dtype: float64, 15561: const    -0.005135
vwretd    0.091809
SMB      -0.002636
HML       0.005855
dtype: float64, 15562: const    -0.001537
vwretd    0.781270
SMB      -0.000526
HML       0.001333
dtype: float64, 15563: const    -0.000190
vwretd    0.357720
SMB       0.000252
HML       0.001620
dtype: float64, 15564: const    -0.002659
vwretd    0.438176
SMB      -0.000309
HML       0.001707
dtype: float64, 15565: const     0.002041
vwretd    0.517328
SMB       0.001850
HML       0.001631
dtype: float64, 15566: const     0.001028
vwretd    0.715164
SMB       0.000345
HML       0.002203
dtype: float64, 15567: const     0.003360
vwretd    0.277672
SMB      -0.001147
HML       0.001224
dtype: float64, 15568: const    -0.006319
vwretd    0.580926
SMB      -0.001691
HML       0.001462
dtype: float64, 15569: const    -0.002322
vwretd    0.692318
SMB      -0.002718
HML       0.004666
dtype: float64, 15570: const     0.000131
vwretd    0.760974
SMB      -0.002404
HML       0.004872
dtype: float64, 15571: const    -0.000375
vwretd    0.778948
SMB       0.000958
HML       0.001208
dtype: float64, 15572: const    -0.000879
vwretd    0.656213
SMB       0.000017
HML       0.001492
dtype: float64, 15573: const    -0.002292
vwretd    0.905075
SMB      -0.001494
HML       0.000370
dtype: float64, 15574: const     0.001120
vwretd    0.548372
SMB      -0.001023
HML       0.002609
dtype: float64, 15575: const     0.002816
vwretd    0.540993
SMB      -0.001433
HML       0.000548
dtype: float64, 15576: const    -0.001791
vwretd    0.783447
SMB       0.000694
HML       0.000305
dtype: float64, 15577: const    -0.036928
vwretd    1.440389
SMB       0.009571
HML       0.000748
dtype: float64, 15578: const    -0.002400
vwretd    0.801466
SMB      -0.000796
HML       0.002734
dtype: float64, 15579: const     0.000272
vwretd    1.648373
SMB       0.007236
HML       0.011959
dtype: float64, 15580: const     0.000555
vwretd    0.872717
SMB       0.004785
HML       0.005021
dtype: float64, 15581: const     0.001409
vwretd    0.187468
SMB      -0.000405
HML       0.000515
dtype: float64, 15582: const     0.008338
vwretd    0.648498
SMB       0.007115
HML       0.003086
dtype: float64, 15583: const    -0.000450
vwretd    0.516944
SMB       0.000342
HML       0.001249
dtype: float64, 15584: const    -0.015828
vwretd    2.480738
SMB       0.018321
HML      -0.001653
dtype: float64, 15585: const     0.009853
vwretd    0.838986
SMB       0.011363
HML      -0.014127
dtype: float64, 15586: const     0.008947
vwretd    0.981558
SMB       0.009234
HML      -0.000666
dtype: float64, 15587: const     0.001552
vwretd    0.606138
SMB       0.007163
HML       0.001841
dtype: float64, 15588: const    -0.008501
vwretd    1.261033
SMB       0.006597
HML       0.009884
dtype: float64, 15590: const    -0.030900
vwretd    1.050262
SMB       0.019035
HML       0.002008
dtype: float64, 15591: const     0.001393
vwretd    1.039552
SMB       0.000803
HML      -0.001657
dtype: float64, 15592: const    -0.004082
vwretd    1.109924
SMB       0.000246
HML       0.000964
dtype: float64, 15593: const    -0.001104
vwretd    0.187541
SMB      -0.000787
HML      -0.001369
dtype: float64, 15594: const    -0.000527
vwretd    0.612100
SMB      -0.003415
HML       0.002603
dtype: float64, 15595: const     0.016316
vwretd    0.469193
SMB      -0.000104
HML       0.003036
dtype: float64, 15596: const    -0.046778
vwretd   -0.916571
SMB       0.025208
HML      -0.006701
dtype: float64, 15597: const     0.015400
vwretd    0.933809
SMB      -0.002398
HML       0.008671
dtype: float64, 15598: const    -0.006517
vwretd    0.640875
SMB       0.004849
HML      -0.007407
dtype: float64, 15599: const    -0.012200
vwretd    3.245250
SMB      -0.028172
HML      -0.002077
dtype: float64, 15600: const     0.024611
vwretd    0.104020
SMB      -0.005943
HML      -0.000599
dtype: float64, 15601: const    -0.003216
vwretd    0.880950
SMB      -0.003887
HML       0.004812
dtype: float64, 15602: const    -0.005581
vwretd    1.016194
SMB      -0.002003
HML       0.001985
dtype: float64, 15603: const     0.005070
vwretd    0.635882
SMB       0.002738
HML      -0.000597
dtype: float64, 15604: const     0.006964
vwretd    0.520449
SMB      -0.001055
HML      -0.000470
dtype: float64, 15605: const    -0.002688
vwretd    0.748520
SMB      -0.001365
HML       0.003093
dtype: float64, 15606: const     0.006550
vwretd    0.387701
SMB      -0.002809
HML       0.000664
dtype: float64, 15607: const     0.002835
vwretd    0.532077
SMB      -0.002186
HML      -0.001625
dtype: float64, 15608: const     0.004170
vwretd    1.581195
SMB       0.006082
HML      -0.004157
dtype: float64, 15610: const    -0.002330
vwretd    0.737908
SMB      -0.001703
HML       0.002738
dtype: float64, 15611: const    -0.001683
vwretd    0.739310
SMB      -0.003342
HML       0.004525
dtype: float64, 15612: const     0.005511
vwretd   -3.969372
SMB      -0.015720
HML      -0.030140
dtype: float64, 15613: const    -0.003763
vwretd    2.680027
SMB       0.028762
HML       0.027581
dtype: float64, 15614: const     0.005758
vwretd   -4.090444
SMB      -0.009337
HML       0.008138
dtype: float64, 15615: const     0.000883
vwretd    3.879030
SMB      -0.001897
HML       0.001377
dtype: float64, 15616: const     0.005787
vwretd    0.477353
SMB       0.003358
HML       0.001741
dtype: float64, 15617: const     0.000785
vwretd    1.273601
SMB       0.015384
HML       0.026301
dtype: float64, 15618: const    -0.000152
vwretd    0.257516
SMB       0.000094
HML       0.000072
dtype: float64, 15619: const     0.002671
vwretd    0.542624
SMB      -0.001057
HML      -0.002569
dtype: float64, 15620: const     0.002012
vwretd    0.694372
SMB       0.000168
HML      -0.004379
dtype: float64, 15621: const     0.003379
vwretd    0.323486
SMB       0.001152
HML      -0.004390
dtype: float64, 15622: const    -0.004139
vwretd    0.813987
SMB      -0.001931
HML      -0.003940
dtype: float64, 15623: const     0.011991
vwretd    0.719461
SMB       0.000592
HML       0.002017
dtype: float64, 15624: const     0.006816
vwretd    0.790164
SMB       0.000968
HML       0.001546
dtype: float64, 15625: const    -0.036977
vwretd    0.783441
SMB       0.003807
HML      -0.006905
dtype: float64, 15626: const     0.000421
vwretd    1.046790
SMB       0.002148
HML       0.006590
dtype: float64, 15627: const     0.014819
vwretd    1.269457
SMB      -0.000691
HML      -0.000498
dtype: float64, 15628: const    -0.008023
vwretd    0.922523
SMB       0.003505
HML      -0.003873
dtype: float64, 15629: const     0.000201
vwretd    0.115428
SMB      -0.000603
HML      -0.000826
dtype: float64, 15630: const     0.024258
vwretd    1.684062
SMB       0.006029
HML       0.008021
dtype: float64, 15631: const    -0.079150
vwretd    0.832612
SMB       0.010394
HML       0.001748
dtype: float64, 15632: const     0.008157
vwretd    0.756219
SMB      -0.007654
HML       0.014599
dtype: float64, 15633: const    -0.106207
vwretd    0.181841
SMB       0.007175
HML       0.014966
dtype: float64, 15634: const    -0.003715
vwretd    0.803488
SMB      -0.001363
HML       0.004015
dtype: float64, 15635: const    -0.003640
vwretd    0.874975
SMB      -0.001967
HML       0.001072
dtype: float64, 15636: const    -0.015470
vwretd    0.801323
SMB       0.006909
HML      -0.003885
dtype: float64, 15637: const     0.003850
vwretd    0.048439
SMB       0.002580
HML      -0.001871
dtype: float64, 15638: const     0.033965
vwretd    0.545512
SMB       0.005492
HML      -0.004258
dtype: float64, 15639: const    -0.002293
vwretd    1.590571
SMB      -0.003592
HML      -0.002515
dtype: float64, 15640: const     0.010533
vwretd    0.792795
SMB      -0.005669
HML      -0.000638
dtype: float64, 15641: const     0.036244
vwretd    0.049701
SMB       0.005587
HML      -0.024480
dtype: float64, 15642: const    -0.040481
vwretd    1.043394
SMB       0.011932
HML      -0.003583
dtype: float64, 15643: const     0.017395
vwretd    2.227523
SMB       0.005450
HML      -0.008132
dtype: float64, 15644: const    -0.040838
vwretd    1.657874
SMB       0.013898
HML       0.001587
dtype: float64, 15645: const    -0.049196
vwretd    0.771799
SMB       0.030014
HML       0.003034
dtype: float64, 15646: const    -0.016015
vwretd    1.782822
SMB       0.016874
HML      -0.000114
dtype: float64, 15647: const     0.005723
vwretd    1.490099
SMB       0.004599
HML       0.005682
dtype: float64, 15648: const     0.000364
vwretd    1.163006
SMB       0.009813
HML       0.008570
dtype: float64, 15649: const     0.001686
vwretd    0.824963
SMB       0.002250
HML       0.003407
dtype: float64, 15650: const     0.011101
vwretd    0.820826
SMB      -0.000908
HML       0.000556
dtype: float64, 15651: const     0.012469
vwretd    0.690044
SMB       0.009115
HML      -0.000328
dtype: float64, 15652: const     0.001373
vwretd    0.068021
SMB       0.000469
HML      -0.000179
dtype: float64, 15653: const    -0.009775
vwretd    0.314574
SMB       0.003170
HML       0.002181
dtype: float64, 15654: const    -0.003359
vwretd    1.700241
SMB       0.007012
HML       0.008313
dtype: float64, 15655: const    -0.002233
vwretd    0.439545
SMB      -0.001981
HML      -0.002656
dtype: float64, 15656: const    -0.091854
vwretd    1.709814
SMB       0.005523
HML      -0.004835
dtype: float64, 15657: const    -0.000867
vwretd    1.008796
SMB      -0.000935
HML       0.000691
dtype: float64, 15658: const     0.018471
vwretd    0.589169
SMB       0.031558
HML      -0.002573
dtype: float64, 15659: const     0.001733
vwretd    1.065965
SMB      -0.002993
HML       0.000069
dtype: float64, 15660: const     0.019820
vwretd    0.585227
SMB       0.017454
HML       0.001629
dtype: float64, 15662: const    -0.049076
vwretd    0.780141
SMB       0.023949
HML       0.009235
dtype: float64, 15663: const     0.003104
vwretd    0.576518
SMB      -0.005045
HML      -0.000489
dtype: float64, 15664: const    -0.019738
vwretd    0.786312
SMB       0.027943
HML       0.013974
dtype: float64, 15665: const     0.000812
vwretd    2.349154
SMB      -0.002132
HML       0.011657
dtype: float64, 15666: const     0.000626
vwretd    0.292692
SMB       0.005072
HML       0.004399
dtype: float64, 15667: const     0.007816
vwretd    0.797628
SMB      -0.003240
HML      -0.002119
dtype: float64, 15668: const    -0.025720
vwretd    0.421396
SMB       0.004759
HML       0.007681
dtype: float64, 15669: const     0.058144
vwretd   -5.206776
SMB       0.011750
HML       0.005708
dtype: float64, 15670: const    -0.066210
vwretd    5.787361
SMB      -0.033757
HML       0.002717
dtype: float64, 15671: const    -0.020465
vwretd   -1.972418
SMB      -0.010703
HML       0.009737
dtype: float64, 15672: const    -0.000405
vwretd    2.157176
SMB       0.003697
HML      -0.009104
dtype: float64, 15673: const    -0.002007
vwretd    0.885381
SMB      -0.001357
HML       0.002497
dtype: float64, 15674: const    -0.006549
vwretd    1.148267
SMB      -0.002157
HML       0.004001
dtype: float64, 15675: const     0.003014
vwretd    0.689550
SMB       0.007006
HML       0.002099
dtype: float64, 15676: const     0.022346
vwretd    0.669398
SMB       0.012185
HML      -0.008660
dtype: float64, 15677: const    -0.002722
vwretd    0.720258
SMB      -0.000713
HML       0.000902
dtype: float64, 15678: const     0.000476
vwretd    0.991878
SMB      -0.001492
HML      -0.000515
dtype: float64, 15679: const    -0.001039
vwretd    0.645205
SMB      -0.000335
HML       0.000588
dtype: float64, 15680: const     0.005505
vwretd    0.479202
SMB       0.000866
HML       0.004964
dtype: float64, 15681: const     0.000857
vwretd    0.023207
SMB      -0.000486
HML      -0.000458
dtype: float64, 15682: const     0.000193
vwretd    0.042041
SMB      -0.000431
HML      -0.000391
dtype: float64, 15683: const    -0.001497
vwretd    1.440142
SMB       0.009661
HML      -0.003324
dtype: float64, 15684: const     0.013471
vwretd    1.324584
SMB       0.009570
HML       0.000854
dtype: float64, 15685: const     0.000228
vwretd    0.954179
SMB      -0.000928
HML       0.001785
dtype: float64, 15686: const     0.000530
vwretd    1.009647
SMB      -0.000762
HML       0.000512
dtype: float64, 15687: const    -0.000370
vwretd    1.050386
SMB       0.001475
HML       0.001319
dtype: float64, 15688: const    -0.002909
vwretd    1.193492
SMB       0.001375
HML      -0.000166
dtype: float64, 15689: const     0.000686
vwretd    1.085944
SMB       0.000486
HML       0.004891
dtype: float64, 15690: const     0.002080
vwretd    0.774840
SMB      -0.000018
HML      -0.001722
dtype: float64, 15691: const     0.001134
vwretd    0.718979
SMB       0.003662
HML      -0.000994
dtype: float64, 15692: const     0.011064
vwretd    0.825014
SMB       0.009785
HML       0.006051
dtype: float64, 15693: const     0.003568
vwretd    1.157741
SMB       0.000624
HML      -0.002869
dtype: float64, 15694: const     0.024024
vwretd    0.391527
SMB       0.011784
HML      -0.005801
dtype: float64, 15695: const    -0.005050
vwretd    0.920986
SMB      -0.001136
HML      -0.000835
dtype: float64, 15696: const    -0.000496
vwretd    0.957934
SMB      -0.001181
HML       0.000962
dtype: float64, 15697: const     0.000145
vwretd    1.054576
SMB      -0.001526
HML      -0.000019
dtype: float64, 15698: const     0.000834
vwretd    1.001884
SMB      -0.001632
HML      -0.001032
dtype: float64, 15699: const     0.000882
vwretd    0.995717
SMB      -0.001656
HML      -0.000649
dtype: float64, 15700: const     0.011653
vwretd    0.190696
SMB      -0.002476
HML      -0.000590
dtype: float64, 15701: const    -0.005762
vwretd    1.376466
SMB      -0.000764
HML      -0.002030
dtype: float64, 15702: const    -0.001248
vwretd    0.793993
SMB       0.004474
HML      -0.001455
dtype: float64, 15703: const     0.005524
vwretd    1.917193
SMB       0.003778
HML      -0.004099
dtype: float64, 15704: const     0.002010
vwretd    1.544424
SMB       0.005705
HML       0.007904
dtype: float64, 15705: const     0.029891
vwretd   -0.461131
SMB       0.012505
HML       0.002202
dtype: float64, 15707: const    -0.000109
vwretd    1.177194
SMB      -0.000436
HML       0.006658
dtype: float64, 15708: const     0.018034
vwretd    0.526981
SMB       0.011928
HML       0.006917
dtype: float64, 15709: const     0.012226
vwretd    0.476342
SMB       0.010155
HML       0.011037
dtype: float64, 15710: const     0.003776
vwretd    0.264553
SMB       0.002953
HML       0.020835
dtype: float64, 15711: const     0.068376
vwretd   -3.772447
SMB       0.035203
HML      -0.010422
dtype: float64, 15712: const    -0.000195
vwretd    1.598260
SMB       0.003719
HML       0.001961
dtype: float64, 15713: const     0.015421
vwretd    0.238689
SMB       0.015425
HML       0.001656
dtype: float64, 15714: const    -0.003234
vwretd    0.813582
SMB      -0.001585
HML       0.000447
dtype: float64, 15715: const    -0.008000
vwretd    1.088696
SMB      -0.003978
HML       0.003144
dtype: float64, 15716: const     0.002368
vwretd    0.175592
SMB       0.000180
HML      -0.000393
dtype: float64, 15717: const     0.000613
vwretd    0.025736
SMB      -0.000100
HML      -0.002515
dtype: float64, 15718: const     0.001371
vwretd    0.425096
SMB       0.003557
HML      -0.000666
dtype: float64, 15719: const     0.001938
vwretd    0.883850
SMB      -0.000216
HML      -0.000340
dtype: float64, 15720: const     0.003939
vwretd    0.640847
SMB      -0.002125
HML       0.001031
dtype: float64, 15721: const    -0.000983
vwretd    1.334547
SMB       0.004206
HML       0.002636
dtype: float64, 15722: const     0.002912
vwretd    0.566932
SMB       0.001983
HML       0.001936
dtype: float64, 15723: const    -0.000664
vwretd   -1.021415
SMB       0.030353
HML      -0.002076
dtype: float64, 15724: const     0.004642
vwretd    1.300088
SMB       0.003674
HML       0.002598
dtype: float64, 15725: const     0.003447
vwretd    0.932927
SMB      -0.001859
HML      -0.001791
dtype: float64, 15726: const    -0.000085
vwretd    1.110947
SMB       0.000685
HML       0.006712
dtype: float64, 15727: const     0.009873
vwretd    0.534662
SMB      -0.000716
HML       0.002181
dtype: float64, 15728: const     0.000933
vwretd    0.606690
SMB      -0.000629
HML      -0.004999
dtype: float64, 15729: const     0.005356
vwretd    1.190071
SMB       0.009227
HML      -0.006927
dtype: float64, 15730: const    -0.007101
vwretd    0.853468
SMB      -0.001871
HML      -0.000894
dtype: float64, 15731: const    -0.000649
vwretd    0.931589
SMB       0.001275
HML       0.005870
dtype: float64, 15732: const    -0.001669
vwretd    0.826088
SMB      -0.002108
HML      -0.001167
dtype: float64, 15733: const    -0.010024
vwretd    2.346235
SMB      -0.003970
HML       0.017379
dtype: float64, 15734: const    -0.029966
vwretd    3.060081
SMB      -0.005497
HML      -0.003609
dtype: float64, 15735: const     0.013333
vwretd    1.027604
SMB      -0.003085
HML      -0.004697
dtype: float64, 15739: const    -0.002290
vwretd    1.097993
SMB       0.019860
HML       0.001873
dtype: float64, 15747: const    -0.002528
vwretd    1.047483
SMB       0.010062
HML       0.008427
dtype: float64, 15748: const     0.005642
vwretd    0.599995
SMB       0.014852
HML      -0.004092
dtype: float64, 15755: const    -0.001679
vwretd    0.979355
SMB       0.003414
HML      -0.000235
dtype: float64, 15756: const     0.026364
vwretd    0.333330
SMB       0.003952
HML      -0.008952
dtype: float64, 15763: const     0.000741
vwretd    1.070830
SMB       0.003604
HML       0.000194
dtype: float64, 15764: const     0.036072
vwretd    0.127737
SMB      -0.000599
HML      -0.012764
dtype: float64, 15771: const    -0.012317
vwretd    1.143093
SMB       0.021737
HML       0.017548
dtype: float64, 15772: const     0.000880
vwretd    0.322821
SMB       0.015045
HML      -0.002248
dtype: float64, 15774: const     0.006078
vwretd    0.789051
SMB       0.008658
HML       0.006919
dtype: float64, 15775: const     0.035457
vwretd   -0.232947
SMB       0.063239
HML       0.009111
dtype: float64, 15776: const     0.025647
vwretd    0.347026
SMB       0.027253
HML      -0.002507
dtype: float64, 15777: const    -0.013510
vwretd    2.134732
SMB      -0.008582
HML       0.008326
dtype: float64, 15778: const    -0.009057
vwretd    0.821317
SMB       0.012816
HML      -0.005688
dtype: float64, 15779: const    -0.016500
vwretd    0.470947
SMB       0.002371
HML      -0.003511
dtype: float64, 15780: const     0.119939
vwretd   -5.339966
SMB       0.073119
HML      -0.025793
dtype: float64, 15781: const    -0.005539
vwretd    1.084344
SMB       0.002387
HML      -0.005384
dtype: float64, 15782: const     0.012237
vwretd    1.431980
SMB       0.001394
HML       0.003584
dtype: float64, 15783: const     0.003187
vwretd    0.363953
SMB      -0.002540
HML      -0.001141
dtype: float64, 15784: const     0.002026
vwretd    2.368772
SMB      -0.001371
HML       0.011117
dtype: float64, 15785: const     0.008714
vwretd    0.540789
SMB       0.005857
HML       0.004316
dtype: float64, 15786: const     0.026466
vwretd    0.123064
SMB       0.019937
HML      -0.017105
dtype: float64, 15787: const    -0.028283
vwretd    0.685007
SMB       0.030420
HML      -0.000348
dtype: float64, 15788: const     0.066374
vwretd    1.392306
SMB       0.008004
HML      -0.004292
dtype: float64, 15789: const     0.031069
vwretd    0.727131
SMB       0.011913
HML      -0.007285
dtype: float64, 15790: const    -0.001126
vwretd    1.232034
SMB      -0.033431
HML       0.002451
dtype: float64, 15791: const    -0.061548
vwretd    0.944720
SMB       0.015168
HML       0.000025
dtype: float64, 15792: const     0.012454
vwretd   -0.607396
SMB       0.004027
HML      -0.000821
dtype: float64, 15793: const    -0.014062
vwretd    0.378155
SMB       0.018829
HML       0.012325
dtype: float64, 15794: const    -0.018939
vwretd    1.474697
SMB       0.014911
HML      -0.006553
dtype: float64, 15795: const     0.006496
vwretd    2.582714
SMB       0.011213
HML       0.000672
dtype: float64, 15796: const     0.029609
vwretd   -0.671431
SMB       0.008721
HML       0.015776
dtype: float64, 15797: const     0.019740
vwretd    0.440296
SMB       0.013934
HML       0.003376
dtype: float64, 15798: const    -0.004566
vwretd    1.028117
SMB       0.019465
HML       0.001238
dtype: float64, 15799: const     0.017158
vwretd    1.422036
SMB       0.008396
HML       0.011866
dtype: float64, 15800: const     0.000235
vwretd    1.064818
SMB       0.007830
HML      -0.002751
dtype: float64, 15801: const    -0.002427
vwretd    0.537339
SMB      -0.000881
HML       0.003118
dtype: float64, 15802: const    -0.001084
vwretd    1.055903
SMB       0.000055
HML       0.002534
dtype: float64, 15814: const    -0.000348
vwretd    0.997772
SMB      -0.000195
HML       0.001521
dtype: float64, 15815: const    -0.003670
vwretd    0.821930
SMB      -0.001050
HML       0.000648
dtype: float64, 15816: const     0.000567
vwretd    0.947052
SMB      -0.002394
HML      -0.004879
dtype: float64, 15817: const     0.000620
vwretd    1.059193
SMB       0.002087
HML      -0.000259
dtype: float64, 15818: const    -0.004210
vwretd    0.693060
SMB       0.003407
HML      -0.004177
dtype: float64, 15819: const    -0.001660
vwretd    1.000432
SMB       0.011414
HML       0.005781
dtype: float64, 15820: const     0.001490
vwretd    0.823802
SMB       0.012010
HML       0.001290
dtype: float64, 15821: const    -0.000025
vwretd    0.749443
SMB       0.000163
HML       0.001156
dtype: float64, 15822: const    -0.001311
vwretd    0.763902
SMB      -0.000037
HML       0.001423
dtype: float64, 15823: const    -0.002942
vwretd    0.864816
SMB      -0.001227
HML       0.000724
dtype: float64, 15824: const     0.019982
vwretd    0.127434
SMB       0.004782
HML      -0.011862
dtype: float64, 15825: const     0.002962
vwretd   -0.064982
SMB       0.000179
HML      -0.000891
dtype: float64, 15826: const     0.015317
vwretd    2.382542
SMB       0.007820
HML      -0.007944
dtype: float64, 15827: const     0.003007
vwretd    1.109916
SMB       0.006302
HML      -0.003447
dtype: float64, 15828: const    -0.003853
vwretd    0.985871
SMB       0.009809
HML       0.001693
dtype: float64, 15829: const     0.055574
vwretd    0.243903
SMB       0.005579
HML      -0.012662
dtype: float64, 15830: const    -0.002460
vwretd    0.814390
SMB      -0.001247
HML       0.001567
dtype: float64, 15831: const     0.061577
vwretd    1.624610
SMB       0.019347
HML      -0.007496
dtype: float64, 15832: const     0.002537
vwretd   -0.073784
SMB       0.000337
HML       0.000117
dtype: float64, 15833: const     0.000002
vwretd    1.516189
SMB       0.016027
HML      -0.009433
dtype: float64, 15834: const    -0.154606
vwretd   -0.359673
SMB       0.002046
HML       0.031930
dtype: float64, 15835: const     0.001103
vwretd    0.928280
SMB       0.007662
HML      -0.000982
dtype: float64, 15836: const    -0.003899
vwretd    1.266277
SMB      -0.001745
HML      -0.004786
dtype: float64, 15837: const    -0.011748
vwretd    0.829051
SMB       0.015538
HML       0.007377
dtype: float64, 15838: const     0.002404
vwretd    0.621208
SMB       0.010773
HML       0.010407
dtype: float64, 15839: const     0.001772
vwretd    0.734349
SMB       0.003345
HML      -0.001676
dtype: float64, 15840: const     0.010393
vwretd    0.424856
SMB       0.000933
HML       0.010773
dtype: float64, 15841: const     0.028067
vwretd    0.132382
SMB       0.007947
HML       0.011831
dtype: float64, 15842: const    -0.004187
vwretd    0.734372
SMB      -0.001053
HML      -0.000175
dtype: float64, 15843: const    -0.000366
vwretd    1.096825
SMB       0.004224
HML       0.002266
dtype: float64, 15844: const    -0.018516
vwretd    0.249756
SMB      -0.001945
HML      -0.009071
dtype: float64, 15845: const     0.001008
vwretd    0.937836
SMB       0.004585
HML      -0.004356
dtype: float64, 15846: const    -0.031587
vwretd    1.733163
SMB       0.020550
HML      -0.001099
dtype: float64, 15847: const     0.029043
vwretd    0.878731
SMB       0.021863
HML      -0.001300
dtype: float64, 15848: const    -0.009521
vwretd    3.218675
SMB      -0.008671
HML      -0.001930
dtype: float64, 15849: const     0.025795
vwretd    1.226391
SMB       0.000097
HML      -0.004167
dtype: float64, 15850: const     0.013514
vwretd    0.947156
SMB       0.001669
HML      -0.008768
dtype: float64, 15851: const     0.010749
vwretd    0.546172
SMB       0.026588
HML       0.002236
dtype: float64, 15853: const    -0.003470
vwretd    1.406178
SMB       0.006417
HML       0.003779
dtype: float64, 15854: const    -0.021820
vwretd    0.533858
SMB       0.004157
HML       0.004636
dtype: float64, 15855: const    -0.001186
vwretd    0.920253
SMB      -0.000652
HML       0.001204
dtype: float64, 15856: const     0.003765
vwretd    0.888163
SMB       0.009099
HML      -0.003818
dtype: float64, 15857: const     0.034174
vwretd   -0.991909
SMB       0.024859
HML      -0.014536
dtype: float64, 15858: const     -0.970525
vwretd    35.941041
SMB        0.363065
HML       -0.095285
dtype: float64, 15859: const    -0.000912
vwretd    0.476766
SMB      -0.005580
HML      -0.000725
dtype: float64, 15860: const     0.006389
vwretd    0.194426
SMB       0.008952
HML      -0.001375
dtype: float64, 15862: const     0.006448
vwretd    1.808307
SMB       0.029206
HML       0.012560
dtype: float64, 15863: const     0.001654
vwretd    1.130998
SMB       0.047713
HML      -0.004615
dtype: float64, 15878: const     0.046419
vwretd   -0.268706
SMB      -0.002802
HML       0.005600
dtype: float64, 15879: const     0.004171
vwretd    1.070591
SMB       0.003953
HML       0.003515
dtype: float64, 15880: const     0.000131
vwretd    0.995697
SMB      -0.001938
HML       0.001883
dtype: float64, 15881: const     0.088828
vwretd   -4.664777
SMB      -0.035633
HML      -0.031676
dtype: float64, 15882: const     0.028661
vwretd   -4.426135
SMB      -0.004606
HML       0.011155
dtype: float64, 15883: const    -0.003824
vwretd   -2.159452
SMB      -0.019298
HML       0.009146
dtype: float64, 15884: const    -0.026410
vwretd    1.511231
SMB       0.010282
HML       0.000116
dtype: float64, 15885: const    -0.004809
vwretd    0.882340
SMB      -0.001164
HML      -0.000283
dtype: float64, 15886: const     0.011859
vwretd    0.565255
SMB       0.001432
HML      -0.014331
dtype: float64, 15887: const     0.001035
vwretd    0.666171
SMB       0.001227
HML       0.000813
dtype: float64, 15888: const     0.000775
vwretd    1.047175
SMB       0.000537
HML       0.006459
dtype: float64, 15889: const     0.000828
vwretd    0.951055
SMB      -0.000244
HML       0.001994
dtype: float64, 15890: const    -0.001066
vwretd    1.047727
SMB       0.000886
HML       0.001811
dtype: float64, 15891: const     0.000867
vwretd    1.044978
SMB       0.002274
HML       0.004901
dtype: float64, 15892: const     0.001039
vwretd    0.998770
SMB      -0.001711
HML      -0.000397
dtype: float64, 15894: const     0.005760
vwretd    0.819976
SMB       0.002618
HML      -0.001663
dtype: float64, 15895: const    -0.126511
vwretd    0.675477
SMB      -0.023493
HML      -0.023437
dtype: float64, 15896: const    -0.012907
vwretd    0.257234
SMB       0.011439
HML      -0.002720
dtype: float64, 15897: const    -0.001783
vwretd    0.214109
SMB       0.000496
HML       0.000949
dtype: float64, 15898: const     0.012578
vwretd    0.235170
SMB       0.005683
HML       0.014350
dtype: float64, 15899: const    -0.002069
vwretd    0.744114
SMB       0.010648
HML      -0.001477
dtype: float64, 15900: const    -0.001933
vwretd    0.753073
SMB      -0.001866
HML      -0.002136
dtype: float64, 15901: const    -0.001667
vwretd    0.747035
SMB      -0.006076
HML      -0.002440
dtype: float64, 15902: const    -0.053244
vwretd    1.303931
SMB       0.031531
HML      -0.009190
dtype: float64, 15903: const     0.000149
vwretd    0.760960
SMB      -0.002143
HML       0.002369
dtype: float64, 15904: const    -0.047622
vwretd    2.100624
SMB       0.018456
HML      -0.006226
dtype: float64, 15905: const    -0.030932
vwretd    3.665412
SMB       0.008465
HML      -0.026979
dtype: float64, 15906: const     0.003994
vwretd    0.612035
SMB       0.007279
HML       0.006339
dtype: float64, 15907: const    -0.001157
vwretd    0.949816
SMB       0.011593
HML       0.007087
dtype: float64, 15908: const     0.019330
vwretd    0.758689
SMB       0.019885
HML      -0.013413
dtype: float64, 15909: const     0.020524
vwretd    0.858208
SMB       0.005041
HML      -0.012568
dtype: float64, 15910: const    -0.002137
vwretd    1.019579
SMB       0.000094
HML      -0.000500
dtype: float64, 15911: const    -0.012657
vwretd    0.995903
SMB       0.000177
HML      -0.002369
dtype: float64, 15912: const     0.000535
vwretd    0.229329
SMB       0.002257
HML       0.002832
dtype: float64, 15913: const     0.071457
vwretd    1.126347
SMB       0.021524
HML      -0.008204
dtype: float64, 15914: const     0.065501
vwretd    2.363716
SMB       0.044897
HML      -0.023481
dtype: float64, 15915: const    -0.010995
vwretd    1.276831
SMB       0.019009
HML       0.010599
dtype: float64, 15916: const     0.023744
vwretd   -0.118406
SMB       0.067153
HML       0.044054
dtype: float64, 15917: const    -0.001183
vwretd    0.680245
SMB       0.001956
HML       0.002618
dtype: float64, 15918: const     0.000229
vwretd    0.098201
SMB      -0.000028
HML       0.000280
dtype: float64, 15919: const     0.001048
vwretd    1.049482
SMB       0.007528
HML      -0.005841
dtype: float64, 15920: const     0.005314
vwretd    0.753876
SMB      -0.005946
HML       0.000428
dtype: float64, 15921: const     0.003685
vwretd    1.717721
SMB       0.013185
HML       0.008848
dtype: float64, 15922: const    -0.001158
vwretd   -0.002939
SMB       0.001510
HML      -0.000229
dtype: float64, 15923: const     0.006288
vwretd    0.806559
SMB       0.007828
HML      -0.005165
dtype: float64, 15924: const    -0.010050
vwretd    1.360347
SMB       0.004215
HML       0.028384
dtype: float64, 15925: const     0.001879
vwretd    0.046398
SMB      -0.000174
HML      -0.001772
dtype: float64, 15927: const    -0.004320
vwretd    1.261902
SMB       0.001734
HML       0.007665
dtype: float64, 15928: const    -0.008906
vwretd    0.903420
SMB       0.002026
HML       0.001602
dtype: float64, 15929: const    -0.001567
vwretd    2.199581
SMB       0.006824
HML      -0.001025
dtype: float64, 15930: const    -0.001240
vwretd    0.606807
SMB       0.000026
HML       0.000873
dtype: float64, 15931: const     0.012126
vwretd   -0.435913
SMB       0.005141
HML       0.013437
dtype: float64, 15932: const    -0.038773
vwretd    0.570808
SMB       0.005068
HML      -0.004123
dtype: float64, 15934: const     0.104652
vwretd    0.123485
SMB       0.010333
HML       0.002540
dtype: float64, 15936: const     0.034244
vwretd    0.696676
SMB       0.010755
HML      -0.001863
dtype: float64, 15937: const     0.000635
vwretd    1.800466
SMB       0.018165
HML      -0.017410
dtype: float64, 15943: const     0.028656
vwretd    1.646319
SMB       0.066933
HML      -0.003824
dtype: float64, 15945: const    -4.110081e-07
vwretd    1.096091e+00
SMB       4.879678e-03
HML      -2.440095e-04
dtype: float64, 15946: const    -0.001521
vwretd    1.173962
SMB       0.007631
HML      -0.000928
dtype: float64, 15948: const     0.005914
vwretd    0.678416
SMB       0.002132
HML       0.006714
dtype: float64, 15950: const     0.002760
vwretd    0.125435
SMB       0.020851
HML       0.006416
dtype: float64, 15955: const    -0.008586
vwretd   -0.004641
SMB       0.043850
HML      -0.022311
dtype: float64, 15956: const    -0.038811
vwretd    1.993935
SMB       0.012794
HML       0.007199
dtype: float64, 15957: const    -0.004322
vwretd    0.857687
SMB      -0.002149
HML       0.001194
dtype: float64, 15958: const     0.002754
vwretd   -0.205502
SMB       0.012275
HML       0.003635
dtype: float64, 15959: const    -0.024175
vwretd    1.147351
SMB       0.019789
HML       0.015710
dtype: float64, 15960: const    -0.014864
vwretd    0.699314
SMB       0.025786
HML       0.001969
dtype: float64, 15961: const    -0.024623
vwretd    1.288084
SMB       0.001727
HML      -0.002945
dtype: float64, 15962: const     0.000180
vwretd    0.176183
SMB       0.000978
HML      -0.001132
dtype: float64, 15965: const     0.001003
vwretd    0.798643
SMB       0.001349
HML       0.000742
dtype: float64, 15966: const     0.001843
vwretd    0.950683
SMB      -0.004002
HML       0.003686
dtype: float64, 15967: const     0.018704
vwretd    2.269408
SMB       0.012873
HML       0.036575
dtype: float64, 15969: const     0.007629
vwretd    0.925904
SMB       0.005642
HML      -0.008878
dtype: float64, 15970: const    -0.030240
vwretd    1.843219
SMB       0.020718
HML       0.016740
dtype: float64, 15971: const    -0.018847
vwretd    1.586818
SMB       0.032071
HML      -0.005785
dtype: float64, 15972: const     0.001841
vwretd    0.959725
SMB      -0.002326
HML      -0.000835
dtype: float64, 15973: const     0.000481
vwretd    1.086975
SMB       0.002215
HML       0.004776
dtype: float64, 15974: const     0.002080
vwretd    0.710664
SMB       0.009642
HML      -0.000963
dtype: float64, 15975: const    -0.012789
vwretd    1.488547
SMB       0.014778
HML       0.011668
dtype: float64, 15976: const     0.017842
vwretd    1.006242
SMB       0.010184
HML      -0.006889
dtype: float64, 15977: const    -0.001447
vwretd    0.773674
SMB      -0.000986
HML      -0.000523
dtype: float64, 15978: const     0.015599
vwretd    1.014565
SMB       0.011481
HML      -0.000206
dtype: float64, 15979: const    -0.002407
vwretd    0.804527
SMB      -0.001422
HML       0.003482
dtype: float64, 15980: const    -0.015912
vwretd    1.257414
SMB       0.010060
HML       0.004937
dtype: float64, 15981: const     0.003978
vwretd    0.809559
SMB       0.004670
HML      -0.003400
dtype: float64, 15982: const    -0.017196
vwretd   -0.181543
SMB       0.009202
HML      -0.006105
dtype: float64, 15983: const     0.042151
vwretd    0.737453
SMB       0.003229
HML      -0.008736
dtype: float64, 15984: const    -0.004812
vwretd    1.036283
SMB       0.005306
HML      -0.004007
dtype: float64, 15985: const    -0.003517
vwretd    0.941875
SMB      -0.002448
HML       0.000843
dtype: float64, 15986: const    -0.002357
vwretd    0.629671
SMB      -0.000582
HML       0.000019
dtype: float64, 15987: const    -0.000802
vwretd    1.404209
SMB       0.006320
HML       0.013140
dtype: float64, 15988: const    -0.001297
vwretd    1.092133
SMB      -0.000205
HML       0.003202
dtype: float64, 15989: const     0.001539
vwretd    0.588767
SMB      -0.005365
HML       0.001147
dtype: float64, 15990: const     0.001412
vwretd    0.845778
SMB       0.004861
HML       0.004863
dtype: float64, 15991: const     0.011135
vwretd    1.151470
SMB       0.025963
HML      -0.003526
dtype: float64, 15992: const     0.000754
vwretd    0.630784
SMB      -0.004327
HML       0.000647
dtype: float64, 15993: const    -0.000322
vwretd    1.139964
SMB       0.000364
HML       0.001466
dtype: float64, 15994: const    -0.001947
vwretd    0.999102
SMB       0.000402
HML       0.000184
dtype: float64, 15995: const     0.028893
vwretd    0.186930
SMB       0.063010
HML      -0.002955
dtype: float64, 15996: const     0.004490
vwretd    0.780332
SMB       0.007761
HML       0.002606
dtype: float64, 15997: const     0.004271
vwretd    0.806773
SMB       0.007594
HML       0.002425
dtype: float64, 15998: const    -0.005008
vwretd    1.111015
SMB       0.002521
HML       0.001849
dtype: float64, 15999: const    -0.005466
vwretd    1.212024
SMB       0.003766
HML       0.004060
dtype: float64, 16000: const    -0.005130
vwretd    1.117477
SMB       0.002268
HML       0.001761
dtype: float64, 16001: const     0.030165
vwretd    1.367921
SMB       0.004067
HML       0.005081
dtype: float64, 16002: const     0.035421
vwretd    1.526131
SMB       0.005804
HML      -0.014125
dtype: float64, 16003: const     0.001508
vwretd   -0.090314
SMB       0.036409
HML      -0.021782
dtype: float64, 16004: const     0.023927
vwretd    0.895005
SMB      -0.000181
HML       0.038035
dtype: float64, 16005: const    -0.015416
vwretd    1.506821
SMB       0.012233
HML       0.005478
dtype: float64, 16006: const     0.000559
vwretd    1.020989
SMB      -0.001445
HML      -0.000111
dtype: float64, 16007: const     0.005942
vwretd    1.516809
SMB       0.012312
HML       0.006046
dtype: float64, 16008: const     0.005776
vwretd    0.633872
SMB       0.004770
HML       0.000943
dtype: float64, 16009: const    -0.004047
vwretd    1.359466
SMB       0.007973
HML      -0.005701
dtype: float64, 16010: const     0.033097
vwretd    3.023344
SMB       0.006118
HML       0.047392
dtype: float64, 16011: const     0.001205
vwretd    1.097160
SMB       0.012805
HML      -0.011689
dtype: float64, 16012: const     0.015622
vwretd    0.316356
SMB       0.044645
HML      -0.003760
dtype: float64, 16015: const     0.002222
vwretd    0.740787
SMB       0.000569
HML      -0.000932
dtype: float64, 16016: const    -0.006335
vwretd    0.769901
SMB       0.000267
HML       0.000574
dtype: float64, 16017: const    -0.004964
vwretd    0.938662
SMB      -0.001425
HML       0.000161
dtype: float64, 16018: const    -0.004369
vwretd    0.971779
SMB      -0.002254
HML       0.000507
dtype: float64, 16019: const     0.004114
vwretd    2.038489
SMB       0.007130
HML       0.006113
dtype: float64, 16020: const    -0.007023
vwretd    0.866031
SMB       0.004962
HML       0.000474
dtype: float64, 16021: const     0.022909
vwretd    3.979981
SMB       0.031675
HML       0.024419
dtype: float64, 16022: const    -0.012047
vwretd    0.153675
SMB       0.006664
HML      -0.002301
dtype: float64, 16023: const     0.000604
vwretd    1.167971
SMB      -0.000195
HML      -0.000912
dtype: float64, 16024: const     0.018462
vwretd    0.309717
SMB       0.019434
HML       0.015686
dtype: float64, 16025: const    -0.000661
vwretd    0.732373
SMB      -0.000870
HML      -0.000819
dtype: float64, 16026: const    -0.007635
vwretd    0.767480
SMB      -0.006031
HML      -0.000897
dtype: float64, 16027: const    -0.014363
vwretd   -0.391094
SMB       0.007400
HML       0.001193
dtype: float64, 16028: const     0.001095
vwretd   -1.564843
SMB      -0.003055
HML      -0.006482
dtype: float64, 16029: const     0.005273
vwretd    0.642335
SMB       0.000849
HML      -0.000773
dtype: float64, 16030: const    -0.004868
vwretd    0.793014
SMB       0.006692
HML       0.007097
dtype: float64, 16031: const     0.018842
vwretd   -0.846315
SMB      -0.003754
HML      -0.005801
dtype: float64, 16034: const    -0.011111
vwretd    1.021215
SMB      -0.003409
HML       0.003562
dtype: float64, 16036: const    -0.032261
vwretd    1.993000
SMB      -0.003009
HML      -0.016720
dtype: float64, 16037: const     0.003371
vwretd   -0.122751
SMB       0.002583
HML      -0.005989
dtype: float64, 16038: const    -0.027272
vwretd    0.821573
SMB       0.030901
HML      -0.009349
dtype: float64, 16039: const     0.000229
vwretd    1.125738
SMB      -0.006898
HML      -0.004852
dtype: float64, 16040: const    -0.000182
vwretd    0.599092
SMB       0.000369
HML      -0.001200
dtype: float64, 16041: const    -0.000125
vwretd    0.591993
SMB      -0.000300
HML      -0.001891
dtype: float64, 16042: const     0.001151
vwretd    0.857311
SMB       0.000838
HML      -0.001351
dtype: float64, 16043: const    -0.017840
vwretd    1.686876
SMB       0.020469
HML      -0.011349
dtype: float64, 16044: const    -0.002364
vwretd    1.683965
SMB       0.002464
HML       0.006420
dtype: float64, 16045: const    -0.008016
vwretd    1.469059
SMB       0.033389
HML       0.017687
dtype: float64, 16046: const     0.070023
vwretd    0.569769
SMB       0.026988
HML       0.029943
dtype: float64, 16048: const     0.005146
vwretd    0.809905
SMB      -0.003317
HML       0.003695
dtype: float64, 16049: const     0.016442
vwretd    0.927344
SMB       0.025642
HML       0.009843
dtype: float64, 16051: const     0.006525
vwretd    0.265858
SMB       0.017018
HML      -0.005162
dtype: float64, 16052: const    -0.010364
vwretd    1.386628
SMB       0.006280
HML       0.006002
dtype: float64, 16053: const     0.002195
vwretd    1.215885
SMB       0.003246
HML       0.001495
dtype: float64, 16054: const     0.006810
vwretd    1.686693
SMB      -0.007331
HML      -0.003500
dtype: float64, 16055: const    -0.000490
vwretd    0.857386
SMB       0.002539
HML      -0.000209
dtype: float64, 16056: const     0.022998
vwretd    0.527865
SMB      -0.005503
HML       0.000821
dtype: float64, 16057: const     0.002721
vwretd    0.089220
SMB       0.000369
HML       0.001315
dtype: float64, 16059: const     0.002122
vwretd    0.775541
SMB       0.001629
HML      -0.002201
dtype: float64, 16060: const    -0.001241
vwretd    1.156004
SMB       0.002909
HML      -0.002536
dtype: float64, 16061: const     0.002470
vwretd    0.099003
SMB       0.000358
HML      -0.001172
dtype: float64, 16062: const     0.012183
vwretd    0.583076
SMB       0.025243
HML      -0.001088
dtype: float64, 16063: const    -0.000205
vwretd    0.748513
SMB       0.007211
HML       0.011329
dtype: float64, 16064: const     0.022707
vwretd    1.556928
SMB       0.034120
HML      -0.014155
dtype: float64, 16066: const     0.014241
vwretd    1.090215
SMB       0.008855
HML      -0.009639
dtype: float64, 16067: const     -0.280405
vwretd    11.953286
SMB        0.116657
HML       -0.050524
dtype: float64, 16068: const     0.027750
vwretd    1.120302
SMB       0.008482
HML       0.001920
dtype: float64, 16069: const     0.002449
vwretd    0.829974
SMB       0.024208
HML      -0.007514
dtype: float64, 16070: const    -0.003579
vwretd    0.428888
SMB       0.012038
HML       0.003667
dtype: float64, 16071: const    -0.002303
vwretd    1.237408
SMB       0.006047
HML       0.003775
dtype: float64, 16072: const     0.000248
vwretd    0.795367
SMB      -0.000635
HML       0.000628
dtype: float64, 16073: const     0.011407
vwretd    1.077200
SMB       0.005152
HML       0.001846
dtype: float64, 16074: const    -0.000197
vwretd    0.332316
SMB       0.000928
HML       0.000428
dtype: float64, 16075: const     0.000189
vwretd    1.709907
SMB       0.014954
HML       0.014971
dtype: float64, 16076: const     0.004181
vwretd    1.693400
SMB       0.006990
HML       0.003507
dtype: float64, 16077: const    -0.011618
vwretd    1.274513
SMB      -0.002636
HML       0.012893
dtype: float64, 16078: const     0.001196
vwretd    0.043908
SMB      -0.000156
HML      -0.000752
dtype: float64, 16079: const     0.001328
vwretd   -0.017822
SMB      -0.000092
HML      -0.001245
dtype: float64, 16080: const     0.000233
vwretd    1.005885
SMB       0.000763
HML       0.002397
dtype: float64, 16081: const     0.003612
vwretd    0.011152
SMB       0.000241
HML       0.000013
dtype: float64, 16082: const     0.010507
vwretd    1.351875
SMB       0.005108
HML      -0.004017
dtype: float64, 16083: const     0.012747
vwretd    0.379161
SMB       0.012157
HML      -0.004139
dtype: float64, 16084: const     0.001090
vwretd    1.390245
SMB       0.003390
HML       0.007518
dtype: float64, 16086: const    -0.007536
vwretd    1.303733
SMB      -0.000656
HML       0.020685
dtype: float64, 16087: const    -0.002392
vwretd    1.102708
SMB       0.001181
HML       0.001246
dtype: float64, 16088: const    -0.003391
vwretd    1.241479
SMB       0.015447
HML       0.005486
dtype: float64, 16090: const     0.001546
vwretd    1.511112
SMB       0.031789
HML      -0.010087
dtype: float64, 16091: const     0.000320
vwretd    0.292301
SMB      -0.000163
HML      -0.000381
dtype: float64, 16092: const    -0.002007
vwretd    0.851442
SMB      -0.000969
HML       0.001524
dtype: float64, 16093: const    -0.001825
vwretd    0.744293
SMB       0.000196
HML       0.001393
dtype: float64, 16094: const    -0.000757
vwretd    0.529066
SMB       0.000910
HML       0.000585
dtype: float64, 16095: const    -0.017862
vwretd    2.176221
SMB       0.016395
HML      -0.001525
dtype: float64, 16096: const    -0.006547
vwretd    1.023641
SMB       0.016006
HML       0.009934
dtype: float64, 16097: const     0.003009
vwretd    0.593308
SMB       0.006257
HML       0.006440
dtype: float64, 16098: const    -0.000914
vwretd    0.351410
SMB      -0.000483
HML       0.000087
dtype: float64, 16099: const    -0.021290
vwretd    1.731503
SMB       0.011498
HML       0.000841
dtype: float64, 16100: const    -0.026023
vwretd    1.669458
SMB       0.028535
HML      -0.000837
dtype: float64, 16103: const    -0.003126
vwretd    0.909177
SMB       0.003275
HML       0.000883
dtype: float64, 16104: const     0.005185
vwretd    0.478582
SMB       0.023755
HML       0.005348
dtype: float64, 16105: const    -0.006307
vwretd    0.769312
SMB       0.002531
HML       0.002491
dtype: float64, 16106: const    -0.044207
vwretd    3.584354
SMB       0.023390
HML      -0.014539
dtype: float64, 16107: const    -0.003387
vwretd    0.828994
SMB      -0.000446
HML       0.002358
dtype: float64, 16108: const    -0.005407
vwretd    0.509847
SMB       0.031628
HML      -0.002282
dtype: float64, 16109: const     0.004251
vwretd    0.775005
SMB      -0.001805
HML      -0.001033
dtype: float64, 16110: const     0.005954
vwretd    0.699396
SMB       0.006345
HML      -0.005749
dtype: float64, 16111: const    -0.036214
vwretd    1.355143
SMB       0.012270
HML      -0.018946
dtype: float64, 16112: const    -0.088473
vwretd    0.254532
SMB       0.014839
HML      -0.005958
dtype: float64, 16113: const    -0.001343
vwretd    1.045250
SMB       0.000354
HML       0.000955
dtype: float64, 16114: const     0.000570
vwretd    0.967728
SMB      -0.001309
HML       0.001598
dtype: float64, 16115: const    -0.000606
vwretd    0.122416
SMB      -0.000571
HML      -0.000997
dtype: float64, 16116: const     0.000583
vwretd    0.263051
SMB       0.000149
HML       0.000232
dtype: float64, 16117: const     0.007242
vwretd    0.336031
SMB       0.001317
HML      -0.000422
dtype: float64, 16118: const     0.032261
vwretd    0.162931
SMB       0.012330
HML      -0.005846
dtype: float64, 16119: const     0.019889
vwretd    2.048637
SMB       0.011697
HML       0.010766
dtype: float64, 16120: const     0.007683
vwretd   -0.809611
SMB       0.024259
HML      -0.006422
dtype: float64, 16121: const    -0.000897
vwretd    1.054033
SMB      -0.000634
HML       0.004032
dtype: float64, 16122: const    -0.002297
vwretd    0.801722
SMB      -0.000110
HML       0.003479
dtype: float64, 16123: const     0.001754
vwretd    1.027330
SMB      -0.000182
HML       0.005118
dtype: float64, 16124: const     0.003511
vwretd    0.822249
SMB       0.008997
HML       0.004638
dtype: float64, 16125: const    -0.001108
vwretd    1.209978
SMB       0.014112
HML       0.000878
dtype: float64, 16126: const     0.005983
vwretd    1.048147
SMB       0.008567
HML       0.006713
dtype: float64, 16127: const    -0.000430
vwretd   -0.626582
SMB       0.000625
HML       0.000967
dtype: float64, 16128: const    -0.000502
vwretd   -0.951754
SMB       0.001931
HML       0.000689
dtype: float64, 16130: const     0.000693
vwretd    0.633826
SMB      -0.000991
HML       0.001046
dtype: float64, 16131: const    -0.003376
vwretd    0.673108
SMB      -0.001222
HML       0.002612
dtype: float64, 16132: const    -0.001161
vwretd    0.818041
SMB      -0.001679
HML       0.002383
dtype: float64, 16133: const     0.019206
vwretd    0.319167
SMB      -0.001059
HML      -0.005909
dtype: float64, 16134: const    -0.033143
vwretd    1.452587
SMB       0.009479
HML       0.008336
dtype: float64, 16135: const    -0.000835
vwretd    0.852430
SMB      -0.001416
HML       0.000724
dtype: float64, 16136: const     0.001719
vwretd    1.003281
SMB       0.001350
HML      -0.001092
dtype: float64, 16137: const     0.001587
vwretd    0.788618
SMB      -0.003383
HML       0.007895
dtype: float64, 16138: const    -0.003053
vwretd    1.260374
SMB       0.002751
HML      -0.000305
dtype: float64, 16139: const    -0.004600
vwretd    1.233985
SMB       0.009281
HML      -0.004405
dtype: float64, 16140: const     0.010219
vwretd    1.210778
SMB       0.018587
HML      -0.010941
dtype: float64, 16141: const    -0.001331
vwretd    1.266387
SMB       0.015793
HML       0.003961
dtype: float64, 16142: const    -0.008616
vwretd    1.085762
SMB       0.001703
HML       0.005542
dtype: float64, 16143: const     0.014171
vwretd    1.361213
SMB       0.002200
HML       0.004623
dtype: float64, 16144: const     0.031519
vwretd   -0.558773
SMB       0.005259
HML      -0.010379
dtype: float64, 16145: const     0.019979
vwretd    0.374893
SMB       0.012605
HML       0.000543
dtype: float64, 16146: const     0.011732
vwretd    4.607697
SMB       0.078995
HML       0.008935
dtype: float64, 16147: const    -0.004236
vwretd    0.484642
SMB      -0.000656
HML       0.000808
dtype: float64, 16148: const    -0.001707
vwretd    1.075204
SMB       0.007639
HML       0.000621
dtype: float64, 16149: const      1.279805
vwretd   -25.296055
SMB       -0.065027
HML        0.321538
dtype: float64, 16150: const    -0.003258
vwretd    1.840050
SMB      -0.003200
HML       0.013464
dtype: float64, 16151: const    -0.056826
vwretd    3.619909
SMB       0.020673
HML      -0.009368
dtype: float64, 16152: const    -0.015944
vwretd    1.484954
SMB       0.000615
HML      -0.001682
dtype: float64, 16153: const    -0.019722
vwretd    1.858424
SMB       0.002998
HML      -0.003180
dtype: float64, 16154: const     0.027993
vwretd    0.808510
SMB       0.020300
HML       0.002780
dtype: float64, 16155: const    -0.001485
vwretd    0.679954
SMB      -0.000229
HML      -0.005498
dtype: float64, 16156: const    -0.000708
vwretd    0.796695
SMB      -0.005600
HML      -0.002046
dtype: float64, 16157: const     0.000053
vwretd    0.169838
SMB      -0.001338
HML      -0.000693
dtype: float64, 16158: const     0.024254
vwretd    1.786308
SMB       0.003243
HML       0.011227
dtype: float64, 16159: const     0.012462
vwretd    0.483985
SMB      -0.047542
HML       0.004220
dtype: float64, 16160: const     0.032969
vwretd   -0.501879
SMB       0.002559
HML      -0.006721
dtype: float64, 16161: const    -0.065469
vwretd    1.746958
SMB       0.008120
HML      -0.005891
dtype: float64, 16162: const     0.051976
vwretd    1.867059
SMB       0.021921
HML       0.012368
dtype: float64, 16163: const     0.006716
vwretd    0.299499
SMB       0.006144
HML       0.005370
dtype: float64, 16164: const    -0.048957
vwretd    1.137289
SMB       0.009506
HML      -0.012083
dtype: float64, 16165: const    -0.001584
vwretd    0.939170
SMB       0.002480
HML      -0.002094
dtype: float64, 16166: const     0.000788
vwretd    1.035532
SMB      -0.002053
HML      -0.000314
dtype: float64, 16167: const    -0.000061
vwretd    0.956036
SMB      -0.001628
HML       0.000191
dtype: float64, 16168: const     0.020984
vwretd    0.496294
SMB      -0.000364
HML      -0.002819
dtype: float64, 16169: const     0.011603
vwretd    0.661835
SMB       0.006021
HML       0.000168
dtype: float64, 16170: const     0.007032
vwretd    0.119985
SMB       0.005857
HML       0.004702
dtype: float64, 16171: const     0.027315
vwretd    0.901388
SMB       0.000614
HML      -0.004469
dtype: float64, 16172: const     0.000828
vwretd    1.028723
SMB      -0.001018
HML       0.000334
dtype: float64, 16173: const    -0.026234
vwretd    0.711465
SMB      -0.005075
HML      -0.044432
dtype: float64, 16174: const    -0.021815
vwretd    2.037492
SMB       0.025989
HML       0.023643
dtype: float64, 16175: const     0.100597
vwretd   -4.519760
SMB      -0.048295
HML       0.043164
dtype: float64, 16176: const     0.032262
vwretd    0.998230
SMB      -0.001797
HML      -0.008834
dtype: float64, 16177: const    -0.091324
vwretd   -0.705079
SMB       0.055996
HML       0.017715
dtype: float64, 16178: const     0.008805
vwretd   -0.257483
SMB       0.060836
HML      -0.002785
dtype: float64, 16179: const    -0.069346
vwretd    1.634317
SMB      -0.003691
HML      -0.000199
dtype: float64, 16181: const    -0.011052
vwretd    0.483927
SMB       0.019904
HML       0.006062
dtype: float64, 16182: const     0.023819
vwretd    1.942924
SMB       0.023428
HML       0.000938
dtype: float64, 16183: const     0.011650
vwretd    0.569321
SMB       0.006928
HML       0.005857
dtype: float64, 16184: const    -0.094752
vwretd    0.844410
SMB      -0.001214
HML       0.009161
dtype: float64, 16185: const     0.017882
vwretd    0.688277
SMB       0.001046
HML      -0.011280
dtype: float64, 16186: const     0.004156
vwretd    1.073479
SMB       0.019683
HML      -0.003586
dtype: float64, 16187: const     0.019785
vwretd    0.636679
SMB       0.009486
HML      -0.000281
dtype: float64, 16188: const    -0.004430
vwretd    1.459144
SMB       0.021574
HML       0.000440
dtype: float64, 16189: const    -0.011977
vwretd    0.273341
SMB      -0.001594
HML      -0.004789
dtype: float64, 16192: const    -0.008384
vwretd    1.243165
SMB       0.015407
HML       0.016796
dtype: float64, 16193: const     0.002360
vwretd    1.210019
SMB       0.003506
HML      -0.001695
dtype: float64, 16205: const     0.002329
vwretd    0.978461
SMB       0.000482
HML       0.004784
dtype: float64, 16206: const    -0.015535
vwretd    1.004482
SMB       0.013840
HML       0.005584
dtype: float64, 16213: const    -0.015050
vwretd    0.746674
SMB       0.025964
HML       0.017057
dtype: float64, 16214: const    -0.039824
vwretd    1.144820
SMB       0.003839
HML      -0.007886
dtype: float64, 16221: const    -0.002477
vwretd    2.547755
SMB       0.047424
HML       0.049130
dtype: float64, 16222: const    -0.020929
vwretd    1.218899
SMB       0.007746
HML       0.016214
dtype: float64, 16247: const    -0.007662
vwretd    0.880735
SMB       0.007700
HML       0.001154
dtype: float64, 16248: const     0.010658
vwretd    1.082564
SMB       0.000316
HML       0.009182
dtype: float64, 16249: const    -0.017049
vwretd    0.872570
SMB       0.023275
HML       0.000881
dtype: float64, 16250: const     0.018439
vwretd    1.268892
SMB       0.036049
HML      -0.009388
dtype: float64, 16251: const    -0.000726
vwretd    0.884247
SMB       0.013146
HML      -0.005456
dtype: float64, 16252: const    -0.009350
vwretd    1.013452
SMB       0.051091
HML       0.001932
dtype: float64, 16253: const    -0.001138
vwretd    0.876451
SMB       0.011848
HML       0.008581
dtype: float64, 16254: const    -0.009570
vwretd    2.587217
SMB       0.000928
HML      -0.006025
dtype: float64, 16255: const    -0.068953
vwretd   -0.178221
SMB       0.022894
HML      -0.014580
dtype: float64, 16256: const     0.002893
vwretd    0.866143
SMB       0.015624
HML      -0.004621
dtype: float64, 16257: const    -0.064463
vwretd   -0.371156
SMB       0.037248
HML       0.016919
dtype: float64, 16258: const    -0.000359
vwretd    1.040921
SMB       0.001590
HML      -0.001665
dtype: float64, 16259: const    -0.001802
vwretd    0.390343
SMB       0.008165
HML      -0.013123
dtype: float64, 16260: const     0.024909
vwretd    1.376728
SMB       0.000463
HML       0.000358
dtype: float64, 16261: const     0.020187
vwretd    1.431608
SMB       0.023298
HML      -0.002985
dtype: float64, 16262: const    -0.003569
vwretd    0.746213
SMB       0.000427
HML      -0.000050
dtype: float64, 16263: const     0.010492
vwretd    2.341289
SMB      -0.012886
HML      -0.020106
dtype: float64, 16264: const     0.014206
vwretd    0.309667
SMB       0.017835
HML       0.010021
dtype: float64, 16265: const     0.010109
vwretd    1.826215
SMB       0.012595
HML       0.007072
dtype: float64, 16266: const     0.001884
vwretd    0.407879
SMB      -0.001121
HML      -0.001338
dtype: float64, 16267: const     0.019753
vwretd    0.084531
SMB       0.002192
HML      -0.012750
dtype: float64, 16268: const     0.034531
vwretd    2.182120
SMB       0.010363
HML       0.007864
dtype: float64, 16269: const     0.030488
vwretd   -4.732884
SMB      -0.016394
HML       0.015992
dtype: float64, 16270: const    -0.002211
vwretd    1.096635
SMB       0.007513
HML      -0.013165
dtype: float64, 16271: const    -0.003101
vwretd    0.631587
SMB      -0.001542
HML       0.001402
dtype: float64, 16272: const    -0.001814
vwretd    0.895063
SMB       0.009910
HML       0.001792
dtype: float64, 16273: const    -0.030736
vwretd    0.457137
SMB       0.016191
HML       0.003685
dtype: float64, 16274: const     0.001560
vwretd    0.807853
SMB      -0.003289
HML       0.000867
dtype: float64, 16275: const    -0.000165
vwretd    0.290997
SMB       0.001271
HML       0.000997
dtype: float64, 16276: const     0.000977
vwretd    1.694500
SMB       0.004969
HML       0.010139
dtype: float64, 16277: const     0.006273
vwretd    1.532796
SMB       0.008434
HML       0.005291
dtype: float64, 16278: const    -0.067251
vwretd   -0.050441
SMB       0.019075
HML       0.013552
dtype: float64, 16279: const     0.013810
vwretd    1.456466
SMB       0.014578
HML      -0.004216
dtype: float64, 16280: const    -0.001410
vwretd    1.443946
SMB       0.010250
HML       0.002383
dtype: float64, 16281: const    -0.013099
vwretd    0.487740
SMB       0.007279
HML      -0.004289
dtype: float64, 16282: const     0.047001
vwretd    1.477907
SMB       0.004285
HML      -0.024805
dtype: float64, 16283: const    -0.004974
vwretd    1.229688
SMB       0.002044
HML      -0.002311
dtype: float64, 16284: const     0.017098
vwretd    0.801533
SMB      -0.000775
HML       0.001252
dtype: float64, 16285: const    -0.001788
vwretd    0.734566
SMB       0.008776
HML       0.007446
dtype: float64, 16286: const    -0.001299
vwretd    0.449155
SMB       0.000763
HML      -0.002341
dtype: float64, 16287: const     0.011699
vwretd    0.822247
SMB       0.009572
HML      -0.013712
dtype: float64, 16288: const    -0.002753
vwretd    0.907646
SMB       0.001417
HML       0.001158
dtype: float64, 16289: const    -0.004766
vwretd    1.311893
SMB       0.004630
HML      -0.004828
dtype: float64, 16290: const     0.028096
vwretd    1.313834
SMB       0.021886
HML      -0.008292
dtype: float64, 16291: const    -0.003180
vwretd    1.002431
SMB      -0.000981
HML      -0.000630
dtype: float64, 16292: const     0.000870
vwretd    0.633655
SMB      -0.001211
HML       0.003576
dtype: float64, 16293: const     0.001027
vwretd    0.700683
SMB       0.000892
HML       0.000043
dtype: float64, 16294: const     0.004382
vwretd    1.219596
SMB       0.003179
HML      -0.000925
dtype: float64, 16295: const     0.003277
vwretd    1.274106
SMB       0.009245
HML       0.012501
dtype: float64, 16296: const    -0.001768
vwretd    1.026287
SMB       0.007061
HML       0.009200
dtype: float64, 16297: const    -0.005324
vwretd    1.305804
SMB       0.002161
HML       0.003289
dtype: float64, 16298: const    -0.039549
vwretd    1.325026
SMB       0.013339
HML      -0.008574
dtype: float64, 16299: const    -0.002276
vwretd    0.712753
SMB       0.013718
HML       0.011565
dtype: float64, 16300: const    -0.014419
vwretd    0.349577
SMB       0.012290
HML      -0.002858
dtype: float64, 16301: const    -0.000449
vwretd    1.238911
SMB       0.022249
HML       0.007969
dtype: float64, 16302: const    -0.001020
vwretd    0.292014
SMB       0.000906
HML      -0.001155
dtype: float64, 16303: const     0.002502
vwretd   -0.143996
SMB       0.023172
HML      -0.011405
dtype: float64, 16304: const     0.009941
vwretd    1.108413
SMB       0.014698
HML       0.000396
dtype: float64, 16305: const    -9.571912e-07
vwretd    1.063504e+00
SMB       7.851187e-03
HML       3.498747e-03
dtype: float64, 16306: const    -0.074473
vwretd   -1.815067
SMB       0.066967
HML      -0.027744
dtype: float64, 16307: const    -0.000106
vwretd    1.186065
SMB       0.002244
HML      -0.000279
dtype: float64, 16308: const    -0.003214
vwretd    1.521613
SMB       0.008679
HML      -0.012214
dtype: float64, 16309: const     0.044832
vwretd    1.586998
SMB       0.024137
HML      -0.014834
dtype: float64, 16310: const     0.019984
vwretd    0.435896
SMB      -0.001117
HML      -0.001801
dtype: float64, 16311: const     0.000765
vwretd    0.116515
SMB       0.000810
HML       0.000666
dtype: float64, 16312: const     0.001438
vwretd    0.930546
SMB      -0.001887
HML      -0.000569
dtype: float64, 16313: const     0.008098
vwretd    0.184260
SMB      -0.007860
HML       0.003471
dtype: float64, 16314: const    -0.001959
vwretd    0.172623
SMB       0.002091
HML      -0.003883
dtype: float64, 16315: const    -0.000762
vwretd    0.256644
SMB       0.001926
HML      -0.001435
dtype: float64, 16316: const    -0.037051
vwretd   -0.251139
SMB      -0.006463
HML       0.005590
dtype: float64, 16317: const    -0.008481
vwretd    0.021856
SMB       0.032130
HML      -0.015188
dtype: float64, 16318: const     0.008010
vwretd    1.447975
SMB       0.004543
HML       0.003682
dtype: float64, 16319: const    -0.001041
vwretd    0.907811
SMB       0.008596
HML       0.009298
dtype: float64, 16320: const     0.000355
vwretd    1.036827
SMB      -0.001107
HML       0.002288
dtype: float64, 16321: const     0.000605
vwretd    0.988178
SMB      -0.001598
HML      -0.000353
dtype: float64, 16322: const     0.000112
vwretd    0.979219
SMB      -0.000553
HML      -0.001725
dtype: float64, 16323: const     0.002317
vwretd    0.879173
SMB      -0.002157
HML      -0.000341
dtype: float64, 16324: const     0.000881
vwretd    0.943438
SMB      -0.001118
HML       0.002178
dtype: float64, 16325: const     0.001099
vwretd    0.984920
SMB      -0.000829
HML       0.003460
dtype: float64, 16326: const     0.002404
vwretd    0.894335
SMB      -0.002432
HML       0.000166
dtype: float64, 16327: const     0.000944
vwretd   -0.003190
SMB      -0.000068
HML      -0.000068
dtype: float64, 16328: const     0.000252
vwretd    1.157485
SMB       0.000445
HML       0.000968
dtype: float64, 16329: const    -0.010137
vwretd    0.183098
SMB      -0.015939
HML      -0.016052
dtype: float64, 16330: const     0.000533
vwretd    0.182044
SMB       0.000054
HML      -0.000479
dtype: float64, 16331: const    -0.004921
vwretd    0.396296
SMB      -0.000781
HML       0.003723
dtype: float64, 16332: const    -0.003048
vwretd    1.678464
SMB       0.016634
HML      -0.002179
dtype: float64, 16333: const    -0.024206
vwretd    2.940885
SMB       0.010841
HML       0.011491
dtype: float64, 16334: const    -0.001339
vwretd    0.164994
SMB      -0.000871
HML      -0.001316
dtype: float64, 16335: const    -0.011740
vwretd    0.729071
SMB       0.003301
HML      -0.007168
dtype: float64, 16336: const    -0.002289
vwretd    0.951265
SMB       0.028653
HML       0.009952
dtype: float64, 16337: const    -0.003781
vwretd    0.527415
SMB       0.000387
HML       0.000664
dtype: float64, 16338: const    -0.000706
vwretd    1.309913
SMB       0.001314
HML       0.005142
dtype: float64, 16339: const     0.000500
vwretd    1.232398
SMB       0.012433
HML       0.007456
dtype: float64, 16340: const     0.118272
vwretd   -5.969958
SMB      -0.008094
HML       0.031681
dtype: float64, 16341: const     0.002705
vwretd    0.460017
SMB      -0.005542
HML       0.001467
dtype: float64, 16342: const    -0.007679
vwretd    2.418600
SMB       0.012471
HML       0.014470
dtype: float64, 16343: const     0.004884
vwretd    0.533471
SMB       0.000543
HML       0.001330
dtype: float64, 16344: const     0.006249
vwretd    0.915992
SMB       0.018700
HML      -0.003250
dtype: float64, 16345: const     0.039386
vwretd   -0.703234
SMB       0.019510
HML      -0.020438
dtype: float64, 16346: const     0.039876
vwretd   -1.555858
SMB       0.032130
HML       0.030819
dtype: float64, 16347: const     0.004644
vwretd    2.247417
SMB       0.007015
HML       0.014431
dtype: float64, 16348: const     0.000062
vwretd    0.944930
SMB      -0.001477
HML       0.002301
dtype: float64, 16350: const     0.002574
vwretd    0.513430
SMB       0.008939
HML       0.007025
dtype: float64, 16352: const     0.005908
vwretd    0.815745
SMB       0.004045
HML       0.000064
dtype: float64, 16353: const    -0.000330
vwretd    0.812539
SMB       0.007613
HML       0.004563
dtype: float64, 16360: const     0.005693
vwretd    0.695300
SMB       0.001147
HML       0.000347
dtype: float64, 16361: const    -0.001977
vwretd    1.331581
SMB       0.016727
HML       0.004705
dtype: float64, 16376: const    -0.033898
vwretd    1.216144
SMB       0.018875
HML      -0.011864
dtype: float64, 16377: const    -0.078492
vwretd    1.403286
SMB       0.031156
HML      -0.006416
dtype: float64, 16378: const     0.002465
vwretd    0.508402
SMB       0.002289
HML       0.003952
dtype: float64, 16379: const     0.039975
vwretd    0.129968
SMB       0.052764
HML      -0.038354
dtype: float64, 16380: const    -0.013011
vwretd    0.446909
SMB       0.024931
HML      -0.000097
dtype: float64, 16381: const     0.010466
vwretd    0.796895
SMB       0.007357
HML      -0.005686
dtype: float64, 16382: const     0.014048
vwretd    1.287318
SMB       0.005853
HML      -0.013113
dtype: float64, 16383: const     0.018632
vwretd    1.611983
SMB       0.018527
HML      -0.012163
dtype: float64, 16384: const     0.025196
vwretd    1.663691
SMB       0.028637
HML       0.012867
dtype: float64, 16385: const     0.018530
vwretd    0.756535
SMB       0.004471
HML       0.006514
dtype: float64, 16386: const     0.019160
vwretd    1.377603
SMB       0.004666
HML      -0.006064
dtype: float64, 16388: const     0.012032
vwretd    0.197041
SMB       0.015186
HML       0.011880
dtype: float64, 16392: const     0.005830
vwretd    1.174411
SMB       0.010409
HML      -0.001965
dtype: float64, 16393: const    -0.032510
vwretd   -0.782692
SMB       0.055869
HML       0.007868
dtype: float64, 16394: const     0.001712
vwretd    0.261191
SMB       0.002281
HML       0.004483
dtype: float64, 16395: const     0.006600
vwretd    1.122109
SMB       0.007060
HML       0.014672
dtype: float64, 16396: const    -0.003772
vwretd    0.990196
SMB       0.005238
HML       0.004500
dtype: float64, 16397: const    -0.012888
vwretd    0.585350
SMB       0.001663
HML      -0.034548
dtype: float64, 16398: const     0.016954
vwretd    1.392674
SMB       0.006788
HML      -0.021386
dtype: float64, 16399: const     0.016833
vwretd    1.421937
SMB       0.016203
HML       0.009397
dtype: float64, 16400: const     0.216322
vwretd    9.818801
SMB       0.087050
HML      -0.017493
dtype: float64, 16401: const     0.016405
vwretd    1.376856
SMB       0.035270
HML       0.008353
dtype: float64, 16402: const    -0.052059
vwretd    1.656311
SMB       0.004732
HML       0.016786
dtype: float64, 16403: const    -0.020565
vwretd    1.449727
SMB       0.004273
HML       0.003951
dtype: float64, 16408: const     0.001768
vwretd    0.675423
SMB       0.002455
HML      -0.000879
dtype: float64, 16409: const    -0.035176
vwretd    0.133364
SMB       0.020645
HML       0.003233
dtype: float64, 16416: const     0.026840
vwretd    0.439792
SMB       0.002958
HML       0.009977
dtype: float64, 16417: const     0.005242
vwretd    0.492460
SMB       0.004650
HML       0.003572
dtype: float64, 16424: const     0.006033
vwretd    0.890712
SMB      -0.000560
HML       0.000049
dtype: float64, 16425: const    -0.052739
vwretd   -5.357736
SMB      -0.096532
HML      -0.080708
dtype: float64, 16429: const    -0.010481
vwretd    1.211455
SMB       0.000870
HML       0.002360
dtype: float64, 16431: const     0.010829
vwretd    0.466991
SMB       0.003052
HML       0.005926
dtype: float64, 16432: const    -0.004165
vwretd    1.458309
SMB       0.000942
HML       0.007802
dtype: float64, 16433: const    -0.036629
vwretd    1.334847
SMB       0.013728
HML       0.002540
dtype: float64, 16434: const     0.011942
vwretd    0.680883
SMB       0.006342
HML      -0.000841
dtype: float64, 16435: const     0.004003
vwretd    0.261873
SMB       0.000128
HML      -0.000166
dtype: float64, 16436: const     0.018488
vwretd    0.682213
SMB       0.001445
HML       0.010051
dtype: float64, 16437: const     0.007429
vwretd    2.450994
SMB       0.011452
HML       0.001870
dtype: float64, 16438: const     0.014066
vwretd    0.527157
SMB      -0.007340
HML       0.002642
dtype: float64, 16439: const    -0.001809
vwretd    0.307820
SMB      -0.000425
HML      -0.000907
dtype: float64, 16441: const     0.000173
vwretd    0.692623
SMB       0.005442
HML       0.004088
dtype: float64, 16442: const     0.024485
vwretd    2.085777
SMB       0.024741
HML       0.029826
dtype: float64, 16443: const    -0.002476
vwretd    0.660395
SMB      -0.002291
HML       0.001145
dtype: float64, 16444: const    -0.000350
vwretd    0.991749
SMB      -0.000948
HML       0.002478
dtype: float64, 16445: const    -0.002318
vwretd    0.933211
SMB      -0.002912
HML       0.002670
dtype: float64, 16446: const    -0.003957
vwretd    0.865373
SMB      -0.001396
HML       0.001363
dtype: float64, 16447: const    -0.003107
vwretd    0.692503
SMB       0.000430
HML       0.001536
dtype: float64, 16448: const     0.014170
vwretd    2.021913
SMB       0.024483
HML       0.020209
dtype: float64, 16449: const     0.016537
vwretd   -0.039092
SMB       0.004352
HML      -0.001230
dtype: float64, 16450: const     0.012406
vwretd    0.956992
SMB       0.003422
HML       0.002327
dtype: float64, 16451: const     0.037111
vwretd    1.854502
SMB       0.031290
HML      -0.007534
dtype: float64, 16452: const    -0.008780
vwretd    0.809145
SMB       0.004617
HML      -0.008408
dtype: float64, 16454: const     0.019039
vwretd   -0.066745
SMB       0.006325
HML       0.008938
dtype: float64, 16457: const    -0.004614
vwretd    0.914022
SMB      -0.000461
HML       0.005435
dtype: float64, 16458: const     0.015471
vwretd    0.545836
SMB       0.027490
HML       0.001506
dtype: float64, 16459: const    -0.091081
vwretd   -0.006316
SMB       0.067741
HML       0.003848
dtype: float64, 16460: const     0.013333
vwretd    0.937263
SMB       0.005473
HML      -0.007013
dtype: float64, 16461: const     0.032707
vwretd    0.729049
SMB       0.013770
HML      -0.012289
dtype: float64, 16463: const     0.031035
vwretd    1.737427
SMB       0.036831
HML      -0.023403
dtype: float64, 16464: const     0.014438
vwretd   -0.743731
SMB       0.025374
HML       0.007709
dtype: float64, 16465: const     0.003733
vwretd    0.699912
SMB       0.015603
HML      -0.000745
dtype: float64, 16466: const    -0.007368
vwretd    2.629855
SMB       0.006148
HML       0.000401
dtype: float64, 16468: const    -0.000254
vwretd    0.877939
SMB       0.008589
HML       0.007943
dtype: float64, 16469: const    -0.074811
vwretd   -0.280910
SMB      -0.000679
HML       0.008929
dtype: float64, 16470: const     0.000044
vwretd    0.010345
SMB       0.000143
HML      -0.000648
dtype: float64, 16471: const    -0.008978
vwretd    1.359882
SMB       0.015080
HML       0.015813
dtype: float64, 16472: const    -0.016933
vwretd    0.688127
SMB       0.029972
HML      -0.006417
dtype: float64, 16473: const    -0.037761
vwretd    2.048346
SMB       0.020283
HML      -0.010190
dtype: float64, 16476: const    -0.007230
vwretd    0.075521
SMB       0.012725
HML      -0.002651
dtype: float64, 16479: const    -0.004356
vwretd    0.470892
SMB       0.000744
HML      -0.001148
dtype: float64, 16480: const    -0.013189
vwretd    1.053614
SMB       0.010413
HML      -0.004080
dtype: float64, 16481: const    -0.000982
vwretd    0.135397
SMB      -0.000534
HML      -0.001281
dtype: float64, 16482: const    -0.001591
vwretd    1.097362
SMB       0.001208
HML      -0.001830
dtype: float64, 16484: const     0.036760
vwretd    0.490793
SMB       0.006472
HML      -0.000937
dtype: float64, 16485: const     0.000534
vwretd    0.253786
SMB       0.002768
HML       0.002395
dtype: float64, 16486: const    -0.001024
vwretd    0.132522
SMB      -0.000609
HML      -0.001090
dtype: float64, 16487: const     0.000411
vwretd    1.030752
SMB       0.006803
HML       0.003258
dtype: float64, 16488: const     0.001101
vwretd    0.038119
SMB       0.000005
HML      -0.000030
dtype: float64, 16489: const    -0.088904
vwretd    4.447995
SMB       0.052566
HML      -0.068611
dtype: float64, 16491: const     0.043121
vwretd    1.690319
SMB       0.025017
HML      -0.001284
dtype: float64, 16492: const    -0.031536
vwretd    0.939448
SMB       0.002711
HML       0.001120
dtype: float64, 16493: const    -0.004122
vwretd    1.029549
SMB       0.000970
HML       0.001928
dtype: float64, 16494: const    -0.001077
vwretd    0.850265
SMB       0.001680
HML       0.002245
dtype: float64, 16495: const    -0.021080
vwretd    1.324150
SMB       0.013142
HML       0.004464
dtype: float64, 16496: const    -0.002483
vwretd    1.571742
SMB      -0.000132
HML       0.006948
dtype: float64, 16497: const    -0.019225
vwretd    1.448411
SMB       0.010703
HML       0.006926
dtype: float64, 16498: const    -0.006265
vwretd    1.927481
SMB       0.003033
HML       0.007888
dtype: float64, 16499: const    -0.010256
vwretd    1.678992
SMB       0.015719
HML       0.010644
dtype: float64, 16505: const     0.000808
vwretd    0.873930
SMB       0.002235
HML       0.010295
dtype: float64, 16510: const    -0.000251
vwretd    1.102836
SMB       0.003835
HML       0.007367
dtype: float64, 16511: const    -0.001585
vwretd    0.408051
SMB       0.000043
HML       0.000660
dtype: float64, 16512: const     0.004507
vwretd    0.615353
SMB       0.008156
HML      -0.002554
dtype: float64, 16513: const     0.009120
vwretd    0.496129
SMB       0.003641
HML      -0.001136
dtype: float64, 16514: const    -0.002099
vwretd    0.462352
SMB       0.002150
HML       0.001911
dtype: float64, 16515: const     0.031234
vwretd    1.623168
SMB       0.006621
HML      -0.006077
dtype: float64, 16516: const    -0.003848
vwretd    0.840030
SMB      -0.000874
HML       0.001983
dtype: float64, 16517: const    -0.001889
vwretd    1.004111
SMB       0.001773
HML       0.002803
dtype: float64, 16518: const    -0.000943
vwretd    0.305208
SMB       0.000662
HML       0.000596
dtype: float64, 16519: const     0.039791
vwretd    1.308131
SMB       0.025488
HML       0.033199
dtype: float64, 16520: const    -0.001488
vwretd    0.103339
SMB       0.000312
HML      -0.000498
dtype: float64, 16521: const    -0.005483
vwretd    0.941183
SMB       0.002822
HML       0.009737
dtype: float64, 16522: const    -0.014834
vwretd    1.330666
SMB       0.021457
HML       0.005176
dtype: float64, 16523: const     0.000784
vwretd    1.024060
SMB      -0.001303
HML      -0.000392
dtype: float64, 16524: const     0.001472
vwretd    1.428412
SMB       0.009556
HML      -0.015864
dtype: float64, 16525: const     0.000320
vwretd    1.914011
SMB       0.005531
HML       0.006463
dtype: float64, 16526: const    -0.003018
vwretd    0.692553
SMB      -0.001986
HML       0.001612
dtype: float64, 16528: const     0.062641
vwretd   -0.239039
SMB       0.091186
HML       0.006261
dtype: float64, 16529: const     0.017001
vwretd    2.408705
SMB       0.018549
HML       0.018661
dtype: float64, 16530: const     -1.249346
vwretd    65.946397
SMB        0.339850
HML       -0.447259
dtype: float64, 16531: const    -0.005973
vwretd    0.737711
SMB       0.003066
HML      -0.002759
dtype: float64, 16532: const    -0.054692
vwretd    0.607006
SMB       0.030028
HML      -0.003930
dtype: float64, 16533: const    -0.007435
vwretd    1.705042
SMB       0.006675
HML      -0.002051
dtype: float64, 16534: const     0.015027
vwretd    5.383776
SMB      -0.024840
HML      -0.017326
dtype: float64, 16535: const    -0.036982
vwretd    1.466688
SMB       0.001294
HML       0.007085
dtype: float64, 16536: const     0.001736
vwretd    3.062330
SMB       0.022508
HML      -0.021504
dtype: float64, 16537: const    -0.012033
vwretd    1.203003
SMB       0.017619
HML       0.010491
dtype: float64, 16538: const    -0.006520
vwretd    1.621482
SMB       0.011112
HML       0.015171
dtype: float64, 16540: const    -0.004746
vwretd    1.062332
SMB      -0.005997
HML       0.006399
dtype: float64, 16541: const    -0.019742
vwretd    0.804070
SMB       0.025206
HML      -0.009550
dtype: float64, 16542: const    -0.004875
vwretd    0.322094
SMB       0.030283
HML      -0.003934
dtype: float64, 16543: const    -0.004638
vwretd    0.677245
SMB       0.007035
HML       0.004729
dtype: float64, 16544: const      0.062414
vwretd    11.619404
SMB        0.115748
HML       -0.305785
dtype: float64, 16545: const    -0.020527
vwretd    1.134539
SMB      -0.001185
HML      -0.002513
dtype: float64, 16547: const    -0.032685
vwretd    1.450702
SMB      -0.006973
HML       0.035895
dtype: float64, 16548: const     0.000987
vwretd    0.910141
SMB       0.001372
HML       0.007787
dtype: float64, 16551: const     0.001313
vwretd   -0.098339
SMB       0.000908
HML      -0.001497
dtype: float64, 16552: const    -0.003835
vwretd    0.924962
SMB      -0.000119
HML       0.002422
dtype: float64, 16553: const    -0.010554
vwretd    1.018575
SMB       0.007179
HML       0.014734
dtype: float64, 16554: const    -0.022518
vwretd    2.139047
SMB       0.007008
HML       0.005444
dtype: float64, 16555: const     0.005772
vwretd    0.707250
SMB       0.001122
HML       0.001153
dtype: float64, 16556: const     0.002255
vwretd    0.649586
SMB       0.001057
HML       0.012238
dtype: float64, 16557: const     0.011620
vwretd    1.759006
SMB       0.019155
HML       0.028599
dtype: float64, 16558: const    -0.003174
vwretd    0.504096
SMB       0.002889
HML       0.000743
dtype: float64, 16559: const     0.001033
vwretd   -0.005026
SMB      -0.000080
HML      -0.000108
dtype: float64, 16560: const    -0.011028
vwretd    1.764661
SMB       0.006455
HML       0.011558
dtype: float64, 16561: const     0.009862
vwretd   -0.107443
SMB      -0.002548
HML      -0.002250
dtype: float64, 16562: const     0.030243
vwretd   -0.157524
SMB       0.016459
HML       0.003513
dtype: float64, 16563: const    -0.015137
vwretd    1.375190
SMB       0.008758
HML       0.004390
dtype: float64, 16564: const    -0.005407
vwretd    1.288036
SMB       0.009356
HML      -0.000170
dtype: float64, 16565: const    -0.001337
vwretd    1.032665
SMB      -0.000016
HML       0.006243
dtype: float64, 16566: const    -0.002233
vwretd    1.041367
SMB      -0.000418
HML       0.002536
dtype: float64, 16567: const    -0.003634
vwretd    0.946811
SMB       0.001816
HML       0.002115
dtype: float64, 16568: const     0.002745
vwretd    0.030318
SMB      -0.000423
HML      -0.000458
dtype: float64, 16569: const     0.008951
vwretd    0.531221
SMB       0.004342
HML       0.004150
dtype: float64, 16570: const    -0.006799
vwretd    0.722522
SMB       0.014550
HML      -0.004579
dtype: float64, 16571: const     0.000864
vwretd    0.802285
SMB      -0.000546
HML       0.000339
dtype: float64, 16572: const     0.015771
vwretd    0.713480
SMB      -0.000710
HML      -0.000931
dtype: float64, 16573: const    -0.025099
vwretd    0.311482
SMB       0.019148
HML       0.003717
dtype: float64, 16574: const     0.000384
vwretd    0.743341
SMB      -0.000271
HML      -0.004123
dtype: float64, 16576: const    -0.000369
vwretd    0.438495
SMB       0.001117
HML       0.002549
dtype: float64, 16577: const    -0.004753
vwretd    0.995536
SMB       0.006286
HML       0.003395
dtype: float64, 16578: const    -0.006067
vwretd    0.696619
SMB       0.001191
HML       0.001595
dtype: float64, 16579: const    -0.003037
vwretd    1.462388
SMB       0.014772
HML      -0.000931
dtype: float64, 16580: const    -0.002124
vwretd    0.353759
SMB      -0.000179
HML       0.000148
dtype: float64, 16581: const     0.000165
vwretd    0.879374
SMB      -0.002248
HML      -0.000683
dtype: float64, 16582: const     0.009647
vwretd    1.194685
SMB       0.013387
HML       0.013439
dtype: float64, 16583: const    -0.000326
vwretd    1.010712
SMB       0.006856
HML       0.003329
dtype: float64, 16584: const    -0.001675
vwretd    1.046218
SMB       0.000864
HML       0.002457
dtype: float64, 16585: const     0.001175
vwretd    1.281798
SMB       0.005530
HML       0.005297
dtype: float64, 16586: const    -0.001163
vwretd    0.926740
SMB      -0.001384
HML       0.001208
dtype: float64, 16587: const    -0.054528
vwretd    3.264616
SMB       0.018288
HML      -0.020450
dtype: float64, 16588: const    -0.001044
vwretd    0.134032
SMB      -0.000529
HML      -0.001251
dtype: float64, 16590: const     0.026520
vwretd   -2.606076
SMB       0.006731
HML      -0.039596
dtype: float64, 16591: const     0.003383
vwretd    0.788929
SMB      -0.003803
HML       0.005380
dtype: float64, 16592: const     0.010709
vwretd    1.093601
SMB      -0.000942
HML       0.006554
dtype: float64, 16593: const    -0.021319
vwretd    1.747430
SMB      -0.010273
HML      -0.003031
dtype: float64, 16594: const    -0.039723
vwretd    1.086552
SMB       0.013159
HML       0.006486
dtype: float64, 16595: const     0.005902
vwretd    0.815708
SMB       0.021449
HML      -0.005429
dtype: float64, 16597: const     0.022292
vwretd    0.546350
SMB       0.007478
HML      -0.010395
dtype: float64, 16598: const    -0.001640
vwretd    1.622818
SMB       0.009473
HML       0.015385
dtype: float64, 16599: const     0.002838
vwretd    0.580502
SMB       0.002837
HML       0.003345
dtype: float64, 16600: const     0.006830
vwretd    0.563227
SMB      -0.000952
HML       0.000891
dtype: float64, 16601: const     0.008543
vwretd   -0.024081
SMB       0.000895
HML      -0.001497
dtype: float64, 16602: const    -0.023626
vwretd    1.147777
SMB       0.014355
HML       0.020123
dtype: float64, 16603: const     0.000774
vwretd    1.413457
SMB       0.009819
HML       0.001942
dtype: float64, 16604: const     0.006206
vwretd    0.162251
SMB       0.000648
HML       0.001854
dtype: float64, 16605: const     0.003009
vwretd    0.413754
SMB       0.000502
HML       0.004260
dtype: float64, 16606: const     0.005834
vwretd    0.397262
SMB       0.000203
HML       0.003742
dtype: float64, 16607: const     0.004726
vwretd    0.919196
SMB       0.007927
HML       0.005428
dtype: float64, 16608: const    -0.002205
vwretd    0.239067
SMB       0.000956
HML       0.002545
dtype: float64, 16609: const    -0.001043
vwretd    0.049857
SMB       0.001806
HML       0.000398
dtype: float64, 16610: const    -0.003673
vwretd    0.863659
SMB      -0.000704
HML       0.001834
dtype: float64, 16611: const     0.027283
vwretd    1.021137
SMB       0.008190
HML       0.021141
dtype: float64, 16612: const     0.000098
vwretd    1.019023
SMB       0.003305
HML       0.007161
dtype: float64, 16613: const     0.010988
vwretd    1.642694
SMB       0.028156
HML      -0.000205
dtype: float64, 16614: const     0.124176
vwretd   -1.403167
SMB       0.040986
HML      -0.100527
dtype: float64, 16615: const    -0.000416
vwretd    0.326474
SMB       0.002276
HML       0.003538
dtype: float64, 16616: const    -0.004561
vwretd    0.995403
SMB       0.001482
HML       0.009173
dtype: float64, 16617: const     0.006931
vwretd    2.130023
SMB       0.018545
HML       0.020717
dtype: float64, 16618: const    -0.005291
vwretd   -3.622887
SMB      -0.023516
HML      -0.020625
dtype: float64, 16619: const     0.003088
vwretd    0.861798
SMB       0.002398
HML      -0.001477
dtype: float64, 16620: const     0.015403
vwretd    0.216836
SMB       0.000559
HML      -0.001773
dtype: float64, 16621: const    -0.005597
vwretd    3.860727
SMB       0.020904
HML       0.010656
dtype: float64, 16622: const     0.110780
vwretd    2.382003
SMB      -0.039988
HML       0.050312
dtype: float64, 16623: const    -0.002208
vwretd    0.169443
SMB      -0.000642
HML      -0.000784
dtype: float64, 16624: const     0.005041
vwretd    0.979426
SMB       0.005510
HML       0.007305
dtype: float64, 16625: const    -0.003369
vwretd    1.367482
SMB       0.026374
HML      -0.004704
dtype: float64, 16626: const     0.013712
vwretd   -0.096614
SMB       0.015156
HML      -0.007769
dtype: float64, 16627: const     0.000834
vwretd    1.202182
SMB       0.012539
HML       0.006095
dtype: float64, 16628: const    -0.021361
vwretd    1.057261
SMB       0.010446
HML       0.006544
dtype: float64, 16630: const     0.014661
vwretd    0.539157
SMB      -0.003894
HML      -0.001368
dtype: float64, 16631: const     0.003930
vwretd    1.108945
SMB       0.006395
HML       0.005179
dtype: float64, 16632: const     0.011450
vwretd    1.056037
SMB       0.000918
HML      -0.003467
dtype: float64, 16633: const    -0.002245
vwretd    0.187347
SMB       0.004611
HML       0.002163
dtype: float64, 16635: const    -0.027220
vwretd    0.865596
SMB       0.026277
HML       0.009552
dtype: float64, 16636: const     0.006436
vwretd    0.492721
SMB       0.001481
HML       0.004289
dtype: float64, 16638: const    -0.006165
vwretd    0.288779
SMB      -0.002334
HML       0.000735
dtype: float64, 16639: const    -0.053609
vwretd    2.027659
SMB       0.012630
HML      -0.025795
dtype: float64, 16640: const    -0.027390
vwretd   -0.410691
SMB      -0.029663
HML       0.107827
dtype: float64, 16641: const    -0.001591
vwretd    1.314239
SMB       0.015659
HML       0.011400
dtype: float64, 16642: const     0.002052
vwretd    1.273481
SMB      -0.001328
HML       0.004044
dtype: float64, 16643: const    -0.009331
vwretd    0.815940
SMB       0.017094
HML       0.014690
dtype: float64, 16644: const     0.009238
vwretd    0.203829
SMB       0.004344
HML       0.002466
dtype: float64, 16645: const     0.002722
vwretd    0.451613
SMB      -0.002424
HML       0.010185
dtype: float64, 16646: const    -0.019440
vwretd   -0.026538
SMB       0.015717
HML       0.010483
dtype: float64, 16647: const    -0.139479
vwretd    1.828903
SMB      -0.013269
HML      -0.012834
dtype: float64, 16648: const    -0.004559
vwretd    1.046183
SMB      -0.002633
HML       0.000504
dtype: float64, 16649: const     0.017406
vwretd    1.028942
SMB       0.009215
HML      -0.014514
dtype: float64, 16650: const    -0.006017
vwretd    1.005388
SMB       0.012981
HML      -0.001716
dtype: float64, 16651: const    -0.003277
vwretd    1.218516
SMB       0.004155
HML       0.006271
dtype: float64, 16652: const     0.009328
vwretd    0.143540
SMB       0.002203
HML      -0.000261
dtype: float64, 16653: const     0.020324
vwretd    0.990271
SMB       0.007515
HML       0.005796
dtype: float64, 16654: const     0.002618
vwretd    1.286414
SMB       0.018823
HML       0.012821
dtype: float64, 16655: const    -0.004023
vwretd    2.324880
SMB       0.019381
HML      -0.021578
dtype: float64, 16656: const    -0.064026
vwretd    0.327125
SMB       0.039759
HML       0.005676
dtype: float64, 16657: const    -0.003609
vwretd    0.964150
SMB       0.016912
HML      -0.006204
dtype: float64, 16658: const     0.002165
vwretd    0.916077
SMB       0.001332
HML       0.001950
dtype: float64, 16659: const    -0.013343
vwretd    2.077663
SMB       0.002388
HML       0.003388
dtype: float64, 16660: const    -0.015521
vwretd    0.992358
SMB       0.020347
HML       0.012049
dtype: float64, 16661: const     0.008092
vwretd    0.828247
SMB       0.002014
HML       0.008108
dtype: float64, 16662: const    -0.003180
vwretd    0.809691
SMB       0.000516
HML       0.002957
dtype: float64, 16663: const    -0.004435
vwretd    0.778841
SMB      -0.000380
HML       0.003579
dtype: float64, 16664: const     0.007288
vwretd    1.714500
SMB       0.004144
HML      -0.001851
dtype: float64, 16665: const     0.003595
vwretd    1.449850
SMB       0.002264
HML       0.005440
dtype: float64, 16666: const     0.000113
vwretd    0.066617
SMB      -0.000044
HML      -0.000329
dtype: float64, 16667: const    -0.004067
vwretd    1.789412
SMB       0.016468
HML       0.013597
dtype: float64, 16668: const     0.007502
vwretd    1.131003
SMB       0.002362
HML      -0.009744
dtype: float64, 16669: const    -0.009776
vwretd    0.316093
SMB      -0.016383
HML      -0.000927
dtype: float64, 16670: const    -0.013346
vwretd    2.241395
SMB      -0.001053
HML      -0.013082
dtype: float64, 16671: const     0.003489
vwretd    0.293929
SMB       0.008019
HML       0.004746
dtype: float64, 16672: const     0.006783
vwretd    0.328706
SMB       0.008043
HML       0.007699
dtype: float64, 16673: const     0.011357
vwretd    2.202900
SMB       0.038505
HML       0.022212
dtype: float64, 16674: const    -0.013838
vwretd    0.390735
SMB       0.059191
HML       0.021955
dtype: float64, 16675: const    -0.031734
vwretd    1.222270
SMB       0.023690
HML       0.017385
dtype: float64, 16676: const    -0.000637
vwretd    0.519710
SMB       0.003632
HML       0.005019
dtype: float64, 16677: const    -0.149812
vwretd    1.475026
SMB      -0.001725
HML       0.017252
dtype: float64, 16678: const     0.004566
vwretd    0.819421
SMB      -0.001320
HML       0.001099
dtype: float64, 16679: const    -0.022018
vwretd    0.404925
SMB       0.005348
HML       0.004481
dtype: float64, 16680: const     0.019027
vwretd    1.051495
SMB       0.032049
HML       0.004719
dtype: float64, 16681: const    -0.018952
vwretd    0.852559
SMB       0.002399
HML      -0.020252
dtype: float64, 16682: const    -0.125931
vwretd   -0.219399
SMB       0.008011
HML       0.013055
dtype: float64, 16683: const     0.003303
vwretd    0.027762
SMB      -0.000043
HML       0.000339
dtype: float64, 16684: const     0.034529
vwretd   -0.035727
SMB       0.014110
HML       0.007249
dtype: float64, 16685: const     0.003528
vwretd    0.888031
SMB      -0.002500
HML       0.000415
dtype: float64, 16686: const     0.003744
vwretd    0.907912
SMB       0.001652
HML      -0.002230
dtype: float64, 16687: const     0.010679
vwretd    0.017245
SMB       0.003596
HML       0.002876
dtype: float64, 16688: const    -0.043153
vwretd   -0.169118
SMB       0.041488
HML      -0.004130
dtype: float64, 16689: const     0.022607
vwretd    0.837338
SMB       0.017395
HML       0.011299
dtype: float64, 16690: const     0.018833
vwretd    1.334635
SMB       0.006608
HML       0.006682
dtype: float64, 16691: const    -0.002306
vwretd    0.764094
SMB       0.000782
HML       0.003665
dtype: float64, 16692: const     0.001755
vwretd    1.407113
SMB       0.000382
HML       0.003172
dtype: float64, 16693: const    -0.009094
vwretd    1.458278
SMB       0.000311
HML       0.001971
dtype: float64, 16694: const    -0.015531
vwretd    0.626229
SMB       0.010818
HML      -0.020668
dtype: float64, 16695: const    -0.016552
vwretd    1.018766
SMB       0.007488
HML       0.008731
dtype: float64, 16696: const    -0.008623
vwretd    1.786221
SMB       0.009829
HML       0.007976
dtype: float64, 16697: const     0.001910
vwretd    1.493820
SMB       0.016683
HML       0.005420
dtype: float64, 16698: const     0.019066
vwretd    1.438274
SMB       0.027252
HML      -0.014116
dtype: float64, 16699: const     0.046795
vwretd    0.796373
SMB       0.006619
HML      -0.005917
dtype: float64, 16700: const     0.057143
vwretd    6.049873
SMB       0.001366
HML       0.025653
dtype: float64, 16701: const    -0.001426
vwretd    1.020010
SMB      -0.000586
HML      -0.002229
dtype: float64, 16702: const    -0.001835
vwretd    1.092187
SMB       0.007897
HML       0.004662
dtype: float64, 16703: const    -0.004696
vwretd    0.363994
SMB      -0.003355
HML       0.005448
dtype: float64, 16704: const     0.049172
vwretd    0.904904
SMB       0.006506
HML       0.022680
dtype: float64, 16705: const     0.008923
vwretd    1.151136
SMB       0.046433
HML      -0.002292
dtype: float64, 16706: const    -0.000258
vwretd    1.083815
SMB      -0.002027
HML      -0.002898
dtype: float64, 16707: const    -0.005112
vwretd    1.185035
SMB       0.002114
HML       0.001986
dtype: float64, 16708: const     0.001221
vwretd    1.105038
SMB       0.022770
HML       0.023410
dtype: float64, 16709: const    -0.003344
vwretd    0.832821
SMB       0.012075
HML       0.007247
dtype: float64, 16710: const     0.005072
vwretd    1.209574
SMB       0.006887
HML       0.002507
dtype: float64, 16711: const    -0.011629
vwretd    0.606782
SMB       0.014296
HML      -0.003988
dtype: float64, 16712: const     0.010645
vwretd    2.463809
SMB       0.056258
HML      -0.007035
dtype: float64, 16713: const     0.001322
vwretd    0.899947
SMB      -0.002941
HML       0.001112
dtype: float64, 16715: const     0.000751
vwretd    0.653011
SMB       0.014388
HML       0.002041
dtype: float64, 16716: const     0.004086
vwretd    0.591609
SMB       0.006548
HML       0.007266
dtype: float64, 16723: const     0.004690
vwretd    1.320400
SMB       0.009626
HML       0.002093
dtype: float64, 16724: const     0.001971
vwretd   -0.033290
SMB      -0.000945
HML       0.001630
dtype: float64, 16731: const    -0.000313
vwretd    0.963713
SMB       0.004317
HML       0.004937
dtype: float64, 16732: const    -0.025962
vwretd    1.259909
SMB       0.033314
HML       0.023032
dtype: float64, 16736: const     0.001467
vwretd    0.939043
SMB      -0.000682
HML      -0.000314
dtype: float64, 16737: const     0.012852
vwretd    1.314986
SMB       0.006663
HML       0.020327
dtype: float64, 16738: const     0.007683
vwretd    2.214209
SMB       0.013366
HML       0.012288
dtype: float64, 16739: const    -0.045864
vwretd    0.494987
SMB       0.012464
HML       0.000844
dtype: float64, 16740: const     0.001826
vwretd   -0.072427
SMB      -0.002086
HML      -0.002196
dtype: float64, 16741: const    -0.004854
vwretd    2.919165
SMB       0.007528
HML       0.013315
dtype: float64, 16742: const    -0.008998
vwretd    3.606548
SMB      -0.003638
HML       0.005760
dtype: float64, 16743: const    -0.000127
vwretd    1.659202
SMB      -0.012739
HML       0.003909
dtype: float64, 16744: const    -0.005554
vwretd    3.400009
SMB      -0.002491
HML       0.008097
dtype: float64, 16745: const    -0.007044
vwretd    2.807848
SMB      -0.003278
HML       0.013824
dtype: float64, 16746: const    -0.029338
vwretd    1.155100
SMB       0.006424
HML       0.005826
dtype: float64, 16747: const     0.003168
vwretd    0.426898
SMB       0.000536
HML       0.004308
dtype: float64, 16748: const    -0.002492
vwretd    0.695982
SMB       0.003503
HML       0.000997
dtype: float64, 16749: const     0.009178
vwretd    1.826968
SMB       0.002999
HML       0.005873
dtype: float64, 16750: const     0.002943
vwretd    1.163089
SMB       0.016480
HML       0.017560
dtype: float64, 16751: const     0.038712
vwretd    1.034090
SMB       0.001386
HML       0.002668
dtype: float64, 16752: const    -0.004199
vwretd    1.866780
SMB       0.001963
HML       0.001434
dtype: float64, 16753: const    -0.024011
vwretd    1.324462
SMB       0.002833
HML      -0.001383
dtype: float64, 16754: const     0.001996
vwretd    0.508922
SMB       0.002607
HML       0.001238
dtype: float64, 16755: const     0.034187
vwretd   -3.075280
SMB       0.017093
HML      -0.030936
dtype: float64, 16756: const    -0.000972
vwretd    1.004838
SMB       0.009243
HML       0.009476
dtype: float64, 16757: const    -0.001369
vwretd    0.986678
SMB      -0.002479
HML       0.002269
dtype: float64, 16758: const     0.000966
vwretd    1.271378
SMB       0.004359
HML       0.004936
dtype: float64, 16759: const     0.044638
vwretd    0.512170
SMB       0.034009
HML      -0.020935
dtype: float64, 16760: const     0.001479
vwretd    0.988571
SMB      -0.006078
HML      -0.000529
dtype: float64, 16761: const    -0.000963
vwretd    0.584920
SMB      -0.000281
HML       0.000078
dtype: float64, 16762: const    -0.001648
vwretd    0.269419
SMB      -0.000837
HML      -0.001236
dtype: float64, 16763: const     0.000427
vwretd    0.879994
SMB       0.006813
HML       0.001805
dtype: float64, 16764: const    -0.007578
vwretd    1.316140
SMB       0.011722
HML       0.011324
dtype: float64, 16765: const    -0.063530
vwretd    0.726733
SMB       0.025096
HML       0.008875
dtype: float64, 16766: const    -0.021060
vwretd    0.343330
SMB      -0.000341
HML       0.008390
dtype: float64, 16767: const     0.004496
vwretd    0.821544
SMB       0.007496
HML       0.011007
dtype: float64, 16768: const     0.002286
vwretd    1.289979
SMB      -0.000208
HML       0.000854
dtype: float64, 16769: const     0.248971
vwretd    0.114595
SMB      -0.048674
HML       0.275910
dtype: float64, 16770: const     0.011359
vwretd    0.590566
SMB      -0.001846
HML      -0.008381
dtype: float64, 16771: const     0.016762
vwretd    1.907051
SMB       0.012702
HML       0.015521
dtype: float64, 16772: const    -0.000790
vwretd   -0.783426
SMB      -0.000048
HML       0.000506
dtype: float64, 16773: const    -0.083764
vwretd    0.007168
SMB       0.102863
HML      -0.037640
dtype: float64, 16774: const    -0.014120
vwretd    1.302030
SMB       0.035879
HML       0.012248
dtype: float64, 16776: const    -0.032936
vwretd    1.617135
SMB       0.032476
HML      -0.008728
dtype: float64, 16777: const    -0.057655
vwretd    1.067866
SMB       0.022848
HML      -0.010748
dtype: float64, 16778: const    -0.000375
vwretd   -0.538576
SMB       0.003485
HML      -0.011948
dtype: float64, 16779: const     0.005113
vwretd    0.416892
SMB       0.019713
HML       0.002587
dtype: float64, 16780: const     0.003180
vwretd    1.500016
SMB       0.007461
HML       0.008270
dtype: float64, 16781: const    -0.020364
vwretd    1.477916
SMB       0.011648
HML      -0.006491
dtype: float64, 16782: const     0.001227
vwretd    0.726177
SMB       0.010106
HML      -0.001576
dtype: float64, 16783: const     0.046744
vwretd    2.846575
SMB      -0.004571
HML       0.038550
dtype: float64, 16784: const     0.012895
vwretd    0.705972
SMB       0.008239
HML       0.010649
dtype: float64, 16785: const     0.000163
vwretd    0.132182
SMB       0.000549
HML      -0.000340
dtype: float64, 16786: const     0.005110
vwretd    1.648635
SMB       0.059670
HML      -0.000230
dtype: float64, 16787: const     0.018175
vwretd    1.899665
SMB       0.019708
HML      -0.003366
dtype: float64, 16788: const    -0.041117
vwretd    0.490704
SMB      -0.002354
HML      -0.006221
dtype: float64, 16789: const     0.010027
vwretd    0.290345
SMB       0.011683
HML       0.022280
dtype: float64, 16790: const    -0.021164
vwretd    1.319964
SMB       0.017053
HML       0.008667
dtype: float64, 16791: const     0.000784
vwretd    1.398603
SMB       0.006793
HML       0.009912
dtype: float64, 16792: const     0.013497
vwretd    1.360601
SMB       0.038697
HML      -0.016109
dtype: float64, 16793: const    -0.008875
vwretd    0.395753
SMB       0.038819
HML       0.006390
dtype: float64, 16794: const     0.000063
vwretd    0.614598
SMB       0.018084
HML       0.006478
dtype: float64, 16795: const    -0.082735
vwretd    1.267033
SMB      -0.004176
HML      -0.000629
dtype: float64, 16796: const    -0.005115
vwretd    0.768255
SMB      -0.001251
HML       0.001368
dtype: float64, 16797: const     0.001204
vwretd    0.935726
SMB       0.000387
HML       0.003607
dtype: float64, 16798: const    -0.005124
vwretd    0.630774
SMB      -0.000438
HML       0.003963
dtype: float64, 16799: const     0.000452
vwretd    1.014161
SMB      -0.000138
HML       0.001568
dtype: float64, 16800: const    -0.000553
vwretd    1.066111
SMB       0.003507
HML       0.003856
dtype: float64, 16801: const    -0.000789
vwretd    1.040804
SMB       0.006146
HML       0.004553
dtype: float64, 16802: const     0.025601
vwretd   -3.122791
SMB       0.000293
HML      -0.042379
dtype: float64, 16803: const    -0.000685
vwretd    0.977359
SMB       0.004996
HML       0.001639
dtype: float64, 16804: const     0.002088
vwretd    1.039653
SMB       0.009170
HML       0.008591
dtype: float64, 16805: const     0.025564
vwretd    1.087032
SMB       0.023820
HML      -0.001248
dtype: float64, 16806: const    -0.226367
vwretd   -0.455490
SMB      -0.096579
HML      -0.019066
dtype: float64, 16807: const     0.001661
vwretd    0.817253
SMB      -0.002776
HML       0.000521
dtype: float64, 16808: const    -0.014509
vwretd    2.622314
SMB      -0.002190
HML       0.012496
dtype: float64, 16809: const    -0.010993
vwretd    0.940261
SMB      -0.000356
HML       0.001677
dtype: float64, 16811: const    -0.004790
vwretd    0.564530
SMB      -0.000163
HML      -0.003097
dtype: float64, 16812: const     0.004514
vwretd    0.618951
SMB       0.004573
HML       0.003268
dtype: float64, 16813: const    -0.005848
vwretd    1.656598
SMB       0.007089
HML       0.008367
dtype: float64, 16814: const    -0.004612
vwretd    1.313939
SMB       0.011028
HML      -0.009431
dtype: float64, 16815: const    -0.016460
vwretd    1.634207
SMB       0.000894
HML       0.019461
dtype: float64, 16816: const    -0.004201
vwretd    1.246062
SMB       0.000690
HML       0.010857
dtype: float64, 16818: const    -0.059227
vwretd    1.359348
SMB       0.035099
HML      -0.001030
dtype: float64, 16819: const     0.010816
vwretd    1.188822
SMB      -0.007958
HML       0.004288
dtype: float64, 16820: const     0.081746
vwretd   -0.457477
SMB       0.018305
HML      -0.026556
dtype: float64, 16821: const    -0.001010
vwretd    0.144879
SMB       0.001501
HML      -0.001861
dtype: float64, 16822: const    -0.005258
vwretd    0.844075
SMB       0.001048
HML       0.003412
dtype: float64, 16823: const    -0.002301
vwretd    1.278627
SMB       0.004749
HML       0.008378
dtype: float64, 16824: const     0.067881
vwretd   -1.504638
SMB       0.011883
HML      -0.019895
dtype: float64, 16825: const     0.027794
vwretd    4.725513
SMB       0.041485
HML       0.039726
dtype: float64, 16826: const    -0.019363
vwretd    0.476613
SMB       0.024764
HML      -0.004427
dtype: float64, 16827: const    -0.013053
vwretd    1.853572
SMB      -0.002793
HML      -0.005625
dtype: float64, 16828: const    -0.003185
vwretd    0.668264
SMB       0.011337
HML       0.007607
dtype: float64, 16829: const    -0.022678
vwretd    1.893405
SMB       0.016509
HML      -0.009277
dtype: float64, 16830: const    -0.176418
vwretd    2.384756
SMB       0.016223
HML      -0.032728
dtype: float64, 16831: const     0.000391
vwretd    1.063205
SMB       0.007619
HML       0.004806
dtype: float64, 16832: const     0.000304
vwretd    0.107585
SMB      -0.000108
HML      -0.000189
dtype: float64, 16833: const    -0.001520
vwretd    0.281730
SMB      -0.001010
HML      -0.001242
dtype: float64, 16834: const    -0.035963
vwretd    0.704640
SMB       0.023210
HML      -0.003322
dtype: float64, 16835: const    -0.047650
vwretd    0.794473
SMB       0.005788
HML      -0.011075
dtype: float64, 16836: const    -0.021281
vwretd    0.856777
SMB      -0.002485
HML      -0.000655
dtype: float64, 16837: const    -0.003093
vwretd    1.496323
SMB       0.004251
HML       0.010198
dtype: float64, 16838: const     0.005262
vwretd    1.116481
SMB       0.019452
HML      -0.001188
dtype: float64, 16839: const     0.034102
vwretd    1.025690
SMB       0.017371
HML       0.004124
dtype: float64, 16840: const    -0.022950
vwretd    2.635866
SMB      -0.010986
HML       0.009029
dtype: float64, 16841: const     0.001489
vwretd    0.343001
SMB       0.002527
HML       0.001537
dtype: float64, 16842: const     0.001843
vwretd    0.692258
SMB      -0.001420
HML      -0.000876
dtype: float64, 16843: const    -9.808398e-04
vwretd    1.869313e-01
SMB       3.739008e-07
HML      -4.249663e-04
dtype: float64, 16844: const    -0.029902
vwretd    0.886028
SMB       0.015930
HML       0.003298
dtype: float64, 16845: const    -0.030593
vwretd    3.469513
SMB       0.020113
HML      -0.005867
dtype: float64, 16846: const     0.266105
vwretd   -6.951504
SMB       0.021823
HML      -0.154294
dtype: float64, 16847: const     0.006519
vwretd    0.357376
SMB       0.001825
HML       0.000889
dtype: float64, 16848: const     0.015572
vwretd   -3.123006
SMB      -0.019206
HML       0.001950
dtype: float64, 16849: const     0.014852
vwretd    0.919977
SMB      -0.009214
HML      -0.001480
dtype: float64, 16850: const     0.001186
vwretd    1.258812
SMB       0.018666
HML       0.012366
dtype: float64, 16851: const    -0.012817
vwretd    1.216310
SMB       0.003988
HML       0.005632
dtype: float64, 16852: const    -0.031892
vwretd    0.548007
SMB       0.002169
HML      -0.007522
dtype: float64, 16853: const    -0.000340
vwretd    0.465260
SMB       0.004705
HML       0.006556
dtype: float64, 16854: const    -0.042620
vwretd    1.295832
SMB       0.009057
HML       0.007725
dtype: float64, 16855: const    -0.003646
vwretd    0.640652
SMB       0.003028
HML       0.002835
dtype: float64, 16856: const    -0.045416
vwretd    1.484384
SMB      -0.004045
HML      -0.007848
dtype: float64, 16857: const     0.002373
vwretd    1.031409
SMB       0.012890
HML      -0.001184
dtype: float64, 16858: const    -0.011319
vwretd    1.205752
SMB       0.002196
HML       0.021853
dtype: float64, 16859: const     0.000376
vwretd    0.914881
SMB      -0.001946
HML       0.001942
dtype: float64, 16860: const    -0.000189
vwretd    0.371161
SMB       0.000239
HML       0.000824
dtype: float64, 16861: const     0.004697
vwretd    0.176961
SMB      -0.004109
HML      -0.001222
dtype: float64, 16862: const     0.000741
vwretd    1.394523
SMB       0.009103
HML      -0.001304
dtype: float64, 16863: const     0.002349
vwretd    1.252964
SMB       0.007180
HML       0.009446
dtype: float64, 16864: const     0.011116
vwretd    1.049114
SMB       0.000816
HML       0.001166
dtype: float64, 16865: const     0.016178
vwretd    0.899635
SMB      -0.008718
HML      -0.000795
dtype: float64, 16866: const     0.009712
vwretd    1.086676
SMB       0.013246
HML       0.010914
dtype: float64, 16867: const    -0.014802
vwretd    1.369164
SMB       0.002530
HML       0.002632
dtype: float64, 16868: const    -0.001393
vwretd    0.215399
SMB      -0.000611
HML      -0.001165
dtype: float64, 16869: const    -0.000518
vwretd    0.685357
SMB      -0.002771
HML      -0.001082
dtype: float64, 16870: const     0.001421
vwretd    0.665406
SMB      -0.000778
HML       0.001864
dtype: float64, 16871: const    -0.003689
vwretd    0.540286
SMB       0.001911
HML       0.000425
dtype: float64, 16872: const    -0.003017
vwretd    0.439492
SMB       0.003912
HML       0.000713
dtype: float64, 16873: const    -0.006157
vwretd    0.570005
SMB       0.000276
HML       0.001254
dtype: float64, 16874: const    -0.005792
vwretd    1.155325
SMB       0.001565
HML       0.004498
dtype: float64, 16875: const    -0.044950
vwretd    1.071104
SMB       0.026401
HML       0.013435
dtype: float64, 16876: const     0.000443
vwretd    0.924846
SMB      -0.001264
HML       0.002118
dtype: float64, 16877: const    -0.084525
vwretd    1.683422
SMB       0.024035
HML      -0.008884
dtype: float64, 16879: const     0.065675
vwretd    1.338053
SMB      -0.001545
HML       0.005674
dtype: float64, 16880: const    -0.008096
vwretd    0.991613
SMB       0.041661
HML      -0.004015
dtype: float64, 16883: const     0.002161
vwretd    1.240510
SMB       0.010905
HML      -0.004894
dtype: float64, 16887: const    -0.039625
vwretd    1.498600
SMB       0.009926
HML       0.004716
dtype: float64, 16889: const     0.020363
vwretd    1.008218
SMB       0.017951
HML      -0.018379
dtype: float64, 16890: const     0.002468
vwretd    0.870625
SMB       0.006498
HML       0.006038
dtype: float64, 16894: const     0.146260
vwretd    2.167594
SMB       0.050977
HML      -0.009223
dtype: float64, 16895: const    -0.004550
vwretd    0.778356
SMB       0.013204
HML       0.003753
dtype: float64, 16897: const    -0.041217
vwretd    2.804187
SMB       0.024847
HML       0.010255
dtype: float64, 16898: const     0.087348
vwretd    2.003410
SMB      -0.025588
HML      -0.004559
dtype: float64, 16903: const    -0.054478
vwretd    1.595161
SMB       0.010403
HML      -0.007385
dtype: float64, 16904: const     0.011647
vwretd    0.882205
SMB       0.000100
HML       0.002374
dtype: float64, 16905: const     0.003553
vwretd    1.617639
SMB       0.007423
HML       0.011443
dtype: float64, 16911: const    -0.033025
vwretd    0.496400
SMB       0.019123
HML      -0.011012
dtype: float64, 16913: const    -0.120891
vwretd    1.848315
SMB      -0.031455
HML      -0.036277
dtype: float64, 16914: const    -0.000479
vwretd    1.663917
SMB      -0.009873
HML      -0.002996
dtype: float64, 16915: const    -0.013387
vwretd    0.953462
SMB       0.009842
HML       0.008500
dtype: float64, 16917: const     0.002132
vwretd    0.545379
SMB      -0.001899
HML      -0.002897
dtype: float64, 16918: const    -0.021193
vwretd    0.385041
SMB       0.013486
HML      -0.001476
dtype: float64, 16919: const    -0.014378
vwretd    1.017639
SMB       0.017898
HML       0.002048
dtype: float64, 16920: const    -0.000556
vwretd    0.591112
SMB       0.007959
HML       0.005462
dtype: float64, 16921: const    -0.025618
vwretd    1.523643
SMB       0.010026
HML      -0.001529
dtype: float64, 16922: const    -0.004833
vwretd    1.398204
SMB       0.008871
HML       0.001436
dtype: float64, 16923: const     0.019332
vwretd    0.539495
SMB       0.021751
HML      -0.000690
dtype: float64, 16924: const     0.022796
vwretd    0.494811
SMB       0.016350
HML      -0.006360
dtype: float64, 16925: const    -0.000115
vwretd   -0.104024
SMB      -0.001456
HML      -0.004957
dtype: float64, 16926: const     0.003770
vwretd    0.710241
SMB       0.004801
HML       0.000914
dtype: float64, 16927: const    -0.003812
vwretd    1.910094
SMB       0.052421
HML      -0.017556
dtype: float64, 16928: const     0.043464
vwretd    0.772340
SMB       0.007683
HML      -0.005488
dtype: float64, 16929: const    -0.029132
vwretd    0.725924
SMB       0.012214
HML      -0.016602
dtype: float64, 16930: const    -0.050146
vwretd    4.758514
SMB      -0.057498
HML      -0.078958
dtype: float64, 16931: const     0.006112
vwretd    1.412604
SMB       0.016879
HML      -0.015518
dtype: float64, 16932: const     0.016720
vwretd    1.560368
SMB       0.017807
HML      -0.013320
dtype: float64, 16933: const    -0.052730
vwretd    0.412487
SMB       0.018613
HML      -0.001522
dtype: float64, 16934: const    -0.000842
vwretd    0.902311
SMB       0.009203
HML      -0.000346
dtype: float64, 16935: const     0.018868
vwretd    0.417560
SMB       0.013245
HML      -0.001303
dtype: float64, 16936: const    -0.004392
vwretd    1.584466
SMB       0.008597
HML       0.012814
dtype: float64, 16937: const    -0.027269
vwretd    1.427784
SMB       0.017310
HML       0.009725
dtype: float64, 16938: const     0.017180
vwretd    0.994757
SMB       0.016364
HML      -0.013490
dtype: float64, 16939: const     0.034271
vwretd    0.611308
SMB       0.022064
HML      -0.000355
dtype: float64, 16940: const    -0.061916
vwretd    0.625084
SMB       0.014407
HML      -0.002135
dtype: float64, 16942: const     0.023005
vwretd    1.293554
SMB       0.008422
HML      -0.012167
dtype: float64, 16943: const     0.021557
vwretd    0.146394
SMB       0.005029
HML       0.001743
dtype: float64, 16945: const    -0.001538
vwretd    0.907542
SMB       0.001087
HML      -0.001098
dtype: float64, 16946: const    -0.005316
vwretd    0.627545
SMB       0.000082
HML       0.000437
dtype: float64, 16947: const     0.000849
vwretd    0.862477
SMB      -0.001646
HML      -0.000022
dtype: float64, 16948: const    -0.000101
vwretd    0.154369
SMB      -0.000677
HML      -0.001101
dtype: float64, 16949: const     0.000302
vwretd    0.137388
SMB       0.000185
HML      -0.000538
dtype: float64, 16950: const     0.004216
vwretd    0.617687
SMB       0.004730
HML       0.001866
dtype: float64, 16951: const     0.059382
vwretd    2.055663
SMB       0.005133
HML      -0.018667
dtype: float64, 16952: const    -0.001330
vwretd    0.424858
SMB      -0.000235
HML       0.000610
dtype: float64, 16953: const    -0.001386
vwretd    0.198549
SMB      -0.000616
HML      -0.000965
dtype: float64, 16954: const     0.000319
vwretd    0.226068
SMB       0.000062
HML      -0.000459
dtype: float64, 16955: const    -0.003385
vwretd    0.675097
SMB       0.001588
HML       0.003090
dtype: float64, 16956: const    -0.003955
vwretd    0.516772
SMB       0.002242
HML       0.002556
dtype: float64, 16957: const     0.020996
vwretd    2.008125
SMB       0.018570
HML       0.019033
dtype: float64, 16958: const     0.001248
vwretd    0.915041
SMB      -0.000457
HML       0.001930
dtype: float64, 16959: const    -0.003609
vwretd    0.789476
SMB      -0.001003
HML       0.002422
dtype: float64, 16960: const    -0.004740
vwretd    0.735190
SMB       0.001417
HML       0.002891
dtype: float64, 16961: const    -0.001496
vwretd    0.623259
SMB       0.012865
HML       0.007184
dtype: float64, 16962: const    -0.042304
vwretd    0.858442
SMB       0.016999
HML       0.012111
dtype: float64, 16963: const    -0.029977
vwretd    1.733404
SMB       0.005865
HML       0.014491
dtype: float64, 16964: const     0.006341
vwretd    0.648053
SMB       0.032426
HML      -0.002339
dtype: float64, 16965: const    -0.012510
vwretd    1.646632
SMB      -0.000212
HML       0.003254
dtype: float64, 16966: const     0.013893
vwretd    0.709977
SMB      -0.003724
HML      -0.004567
dtype: float64, 16967: const    -0.012871
vwretd    1.475033
SMB       0.008141
HML      -0.000581
dtype: float64, 16968: const     0.038950
vwretd    0.995500
SMB       0.013606
HML      -0.018923
dtype: float64, 16969: const     0.001102
vwretd    0.874750
SMB       0.004159
HML      -0.003661
dtype: float64, 16970: const     0.022631
vwretd   -0.032374
SMB       0.006197
HML      -0.022498
dtype: float64, 16971: const     0.001443
vwretd    1.412077
SMB       0.008545
HML      -0.003303
dtype: float64, 16974: const    -0.062712
vwretd   -0.148441
SMB      -0.015836
HML      -0.025312
dtype: float64, 16975: const    -0.024604
vwretd    1.025502
SMB       0.008836
HML       0.011280
dtype: float64, 16976: const     0.000422
vwretd    0.421986
SMB       0.006507
HML       0.005812
dtype: float64, 16978: const     0.005606
vwretd    0.589169
SMB       0.004511
HML       0.010939
dtype: float64, 16979: const    -0.006458
vwretd    0.702296
SMB       0.000873
HML       0.004181
dtype: float64, 16980: const    -0.204513
vwretd    2.853770
SMB      -0.025927
HML      -0.018163
dtype: float64, 16981: const     0.012054
vwretd    1.738283
SMB       0.016564
HML      -0.002214
dtype: float64, 16982: const     0.003564
vwretd    0.352903
SMB      -0.000809
HML       0.001029
dtype: float64, 16983: const     0.000932
vwretd    0.262221
SMB       0.005941
HML       0.004450
dtype: float64, 16984: const    -0.007206
vwretd    0.917345
SMB      -0.001468
HML      -0.003297
dtype: float64, 16985: const     0.004290
vwretd    0.953107
SMB       0.010461
HML      -0.000549
dtype: float64, 16986: const     0.023949
vwretd    1.673944
SMB       0.006739
HML       0.002852
dtype: float64, 16987: const    -0.050490
vwretd    1.510352
SMB       0.016754
HML       0.004294
dtype: float64, 16988: const    -0.163061
vwretd    0.604469
SMB      -0.010584
HML      -0.020503
dtype: float64, 16989: const     0.014483
vwretd    0.757252
SMB       0.007883
HML      -0.003920
dtype: float64, 16990: const     0.010913
vwretd   -1.084459
SMB       0.040958
HML       0.013641
dtype: float64, 16991: const     0.009454
vwretd    0.931512
SMB       0.010567
HML       0.005193
dtype: float64, 16992: const    -0.008785
vwretd   -0.580957
SMB       0.027320
HML       0.000407
dtype: float64, 16993: const     0.009704
vwretd    1.029725
SMB       0.003880
HML       0.003324
dtype: float64, 16994: const     0.019441
vwretd    1.186986
SMB       0.017706
HML      -0.000860
dtype: float64, 16995: const    -0.002607
vwretd    0.302198
SMB       0.003665
HML       0.006370
dtype: float64, 16996: const    -0.005158
vwretd    1.163102
SMB       0.004682
HML      -0.001682
dtype: float64, 16997: const    -0.002255
vwretd    1.111049
SMB       0.002158
HML       0.004096
dtype: float64, 16998: const    -0.032586
vwretd    0.870163
SMB       0.006852
HML       0.007383
dtype: float64, 16999: const    -0.019311
vwretd    2.124318
SMB       0.011418
HML      -0.002788
dtype: float64, 17000: const     0.034286
vwretd    1.448031
SMB       0.033107
HML      -0.017789
dtype: float64, 17001: const     0.000936
vwretd    0.950264
SMB      -0.003382
HML      -0.000511
dtype: float64, 17002: const     0.001187
vwretd    0.950342
SMB       0.002574
HML       0.009586
dtype: float64, 17003: const    -0.001957
vwretd    0.330140
SMB      -0.001065
HML      -0.000836
dtype: float64, 17004: const    -0.002417
vwretd    0.724480
SMB       0.002594
HML       0.002789
dtype: float64, 17005: const     0.005349
vwretd    0.824605
SMB       0.001841
HML       0.000942
dtype: float64, 17006: const     0.052889
vwretd   -0.079372
SMB       0.019218
HML      -0.019412
dtype: float64, 17007: const    -0.000998
vwretd    1.069589
SMB      -0.001184
HML      -0.000963
dtype: float64, 17008: const    -0.002552
vwretd    0.841517
SMB      -0.001682
HML       0.002607
dtype: float64, 17009: const    -0.002450
vwretd    1.064803
SMB       0.004867
HML      -0.001420
dtype: float64, 17010: const     0.000934
vwretd    0.113316
SMB      -0.000358
HML      -0.000674
dtype: float64, 17011: const     0.000144
vwretd    0.138757
SMB      -0.000998
HML      -0.000986
dtype: float64, 17012: const     0.004966
vwretd    0.543557
SMB       0.009182
HML      -0.003318
dtype: float64, 17013: const     0.005978
vwretd    1.575947
SMB       0.013735
HML       0.002416
dtype: float64, 17014: const    -0.021328
vwretd    1.239157
SMB       0.005400
HML       0.000354
dtype: float64, 17015: const    -0.012085
vwretd    0.777704
SMB       0.004853
HML      -0.002251
dtype: float64, 17016: const    -0.000523
vwretd    1.036349
SMB      -0.000781
HML      -0.000893
dtype: float64, 17017: const    -0.039428
vwretd    1.616100
SMB       0.006331
HML       0.005684
dtype: float64, 17018: const    -0.000772
vwretd    0.112003
SMB      -0.001071
HML      -0.001488
dtype: float64, 17019: const    -0.021894
vwretd    0.168501
SMB       0.023877
HML       0.004440
dtype: float64, 17020: const     0.000636
vwretd    1.023900
SMB      -0.001044
HML      -0.000270
dtype: float64, 17021: const     0.061769
vwretd    0.903398
SMB       0.019616
HML      -0.003683
dtype: float64, 17022: const    -0.007460
vwretd    0.861421
SMB       0.015045
HML       0.004532
dtype: float64, 17023: const     0.031960
vwretd    1.534323
SMB       0.014433
HML      -0.014212
dtype: float64, 17024: const    -0.003700
vwretd    0.987333
SMB       0.000081
HML       0.001982
dtype: float64, 17025: const     0.002794
vwretd    0.878804
SMB       0.008062
HML       0.003286
dtype: float64, 17026: const    -0.017371
vwretd    0.911672
SMB      -0.004913
HML      -0.000618
dtype: float64, 17027: const    -0.014252
vwretd    0.831598
SMB      -0.003588
HML       0.001241
dtype: float64, 17028: const     0.003190
vwretd    0.002444
SMB       0.000111
HML      -0.000381
dtype: float64, 17029: const     0.003508
vwretd    0.060467
SMB      -0.000569
HML      -0.001918
dtype: float64, 17030: const     0.000106
vwretd    0.819610
SMB      -0.001048
HML      -0.000623
dtype: float64, 17031: const     0.001375
vwretd    0.765409
SMB       0.006243
HML       0.005422
dtype: float64, 17032: const     0.004544
vwretd    0.390883
SMB       0.012252
HML       0.002970
dtype: float64, 17033: const    -0.010810
vwretd    1.416987
SMB      -0.000692
HML       0.007721
dtype: float64, 17034: const     0.000911
vwretd    1.401492
SMB       0.008358
HML      -0.000826
dtype: float64, 17035: const     0.013797
vwretd    1.655970
SMB       0.009848
HML      -0.000709
dtype: float64, 17036: const    -0.001215
vwretd    0.842996
SMB       0.001682
HML      -0.004271
dtype: float64, 17037: const     0.019034
vwretd    1.281913
SMB       0.013885
HML      -0.004082
dtype: float64, 17038: const    -0.002937
vwretd    1.478143
SMB       0.048946
HML      -0.002499
dtype: float64, 17039: const     0.026661
vwretd    1.526172
SMB       0.022172
HML       0.015691
dtype: float64, 17040: const    -0.026785
vwretd    2.233922
SMB       0.021143
HML      -0.002255
dtype: float64, 17041: const    -0.022811
vwretd    0.860398
SMB      -0.002684
HML      -0.008847
dtype: float64, 17042: const    -0.060398
vwretd    0.794765
SMB       0.038483
HML      -0.003977
dtype: float64, 17043: const     0.021485
vwretd    1.194670
SMB       0.024192
HML       0.009982
dtype: float64, 17044: const     0.010137
vwretd    0.591898
SMB       0.028353
HML      -0.009501
dtype: float64, 17045: const     0.027444
vwretd    1.097764
SMB      -0.000373
HML      -0.013720
dtype: float64, 17046: const    -0.032393
vwretd    0.619086
SMB      -0.015619
HML      -0.022837
dtype: float64, 17047: const    -0.010758
vwretd    1.640284
SMB       0.000426
HML       0.008801
dtype: float64, 17048: const    -0.000950
vwretd    1.675529
SMB      -0.002413
HML       0.008369
dtype: float64, 17049: const     0.002239
vwretd    1.178321
SMB       0.014257
HML       0.008325
dtype: float64, 17050: const    -0.013118
vwretd    1.993335
SMB      -0.001959
HML       0.018060
dtype: float64, 17051: const    -0.015047
vwretd    2.032100
SMB       0.020072
HML       0.001168
dtype: float64, 17052: const    -0.005302
vwretd    0.755487
SMB       0.000881
HML       0.004737
dtype: float64, 17053: const    -0.000575
vwretd    0.923942
SMB       0.000932
HML       0.005945
dtype: float64, 17054: const    -0.002060
vwretd    0.682831
SMB      -0.000876
HML       0.003917
dtype: float64, 17055: const    -0.007363
vwretd    1.109345
SMB       0.003346
HML      -0.005723
dtype: float64, 17056: const    -0.001973
vwretd    0.853979
SMB       0.009847
HML      -0.002337
dtype: float64, 17057: const    -0.024035
vwretd    1.261852
SMB       0.019144
HML       0.010453
dtype: float64, 17058: const    -0.013690
vwretd   -0.469641
SMB       0.034380
HML      -0.003276
dtype: float64, 17059: const     0.001830
vwretd    0.554858
SMB       0.002952
HML       0.001418
dtype: float64, 17060: const    -0.000200
vwretd    0.758047
SMB      -0.001138
HML       0.001918
dtype: float64, 17061: const    -0.004011
vwretd    0.917256
SMB      -0.001708
HML       0.002080
dtype: float64, 17062: const    -0.004791
vwretd    0.856763
SMB      -0.000739
HML       0.004194
dtype: float64, 17063: const     0.002260
vwretd    0.816672
SMB       0.000180
HML       0.000911
dtype: float64, 17064: const     0.001035
vwretd    1.370104
SMB       0.000557
HML       0.002909
dtype: float64, 17065: const     0.012241
vwretd    1.234223
SMB       0.010356
HML      -0.006674
dtype: float64, 17066: const    -0.006509
vwretd    0.941452
SMB       0.004781
HML       0.001701
dtype: float64, 17067: const     0.000021
vwretd    0.961783
SMB       0.001132
HML       0.004659
dtype: float64, 17068: const    -0.003577
vwretd    0.625390
SMB       0.001306
HML       0.000546
dtype: float64, 17069: const    -0.004871
vwretd    1.038874
SMB      -0.001265
HML       0.004461
dtype: float64, 17070: const    -0.003440
vwretd    0.527334
SMB       0.002616
HML       0.001811
dtype: float64, 17071: const    -0.008705
vwretd    1.080173
SMB      -0.002786
HML       0.002517
dtype: float64, 17072: const    -0.000131
vwretd    1.138009
SMB       0.019289
HML       0.004812
dtype: float64, 17073: const    -0.007924
vwretd    1.708795
SMB       0.010340
HML       0.012683
dtype: float64, 17074: const    -0.003701
vwretd    1.038873
SMB      -0.001392
HML       0.002786
dtype: float64, 17075: const    -0.004093
vwretd    0.402740
SMB       0.004203
HML      -0.000371
dtype: float64, 17076: const    -0.000795
vwretd    0.971518
SMB      -0.000794
HML       0.003069
dtype: float64, 17077: const    -0.001371
vwretd    0.957702
SMB      -0.000533
HML       0.008544
dtype: float64, 17078: const    -0.000979
vwretd    1.002515
SMB       0.001812
HML       0.002014
dtype: float64, 17079: const    -0.004100
vwretd    2.802187
SMB      -0.014778
HML       0.016215
dtype: float64, 17080: const    -0.018532
vwretd    0.333005
SMB      -0.004141
HML       0.002651
dtype: float64, 17081: const    -0.003769
vwretd    0.752505
SMB       0.001962
HML       0.005658
dtype: float64, 17082: const     0.003397
vwretd    0.331088
SMB       0.005977
HML       0.002544
dtype: float64, 17083: const     0.000547
vwretd    1.020829
SMB       0.000562
HML       0.003406
dtype: float64, 17084: const     0.001927
vwretd    0.936199
SMB      -0.002040
HML      -0.000257
dtype: float64, 17085: const     0.000685
vwretd    1.021280
SMB      -0.000351
HML      -0.002036
dtype: float64, 17086: const     0.002554
vwretd    0.791204
SMB      -0.002528
HML       0.001092
dtype: float64, 17087: const     0.001792
vwretd    0.953242
SMB       0.000620
HML       0.004407
dtype: float64, 17088: const    -0.046240
vwretd    0.200822
SMB       0.008145
HML       0.007790
dtype: float64, 17089: const    -0.001677
vwretd    1.046368
SMB       0.004928
HML       0.002575
dtype: float64, 17090: const    -0.026333
vwretd   -0.385697
SMB       0.000388
HML      -0.006923
dtype: float64, 17091: const    -0.036004
vwretd    1.860946
SMB       0.011582
HML       0.003683
dtype: float64, 17092: const    -0.000281
vwretd    1.180142
SMB       0.002698
HML       0.010977
dtype: float64, 17093: const     0.003508
vwretd    0.935375
SMB       0.009093
HML       0.006492
dtype: float64, 17094: const     0.018147
vwretd    0.176702
SMB       0.029943
HML       0.006887
dtype: float64, 17095: const    -0.005046
vwretd   -1.017161
SMB      -0.008200
HML      -0.003038
dtype: float64, 17096: const    -0.010188
vwretd    0.668249
SMB       0.003847
HML      -0.007469
dtype: float64, 17097: const     0.125654
vwretd    0.811735
SMB       0.028914
HML      -0.005262
dtype: float64, 17098: const    -0.009577
vwretd    1.424087
SMB      -0.005084
HML      -0.002193
dtype: float64, 17099: const    -0.000307
vwretd    1.352908
SMB       0.007366
HML       0.006250
dtype: float64, 17100: const    -0.034129
vwretd    1.043212
SMB       0.012130
HML      -0.005358
dtype: float64, 17101: const     0.002991
vwretd    0.942654
SMB       0.003990
HML       0.003419
dtype: float64, 17102: const     0.049372
vwretd    1.058858
SMB      -0.006215
HML      -0.001447
dtype: float64, 17103: const     0.059063
vwretd   -0.841206
SMB       0.115865
HML       0.018862
dtype: float64, 17104: const     0.025293
vwretd    1.268902
SMB       0.007311
HML      -0.010748
dtype: float64, 17105: const    -0.032151
vwretd    0.474967
SMB       0.014479
HML       0.004075
dtype: float64, 17106: const    -0.004452
vwretd    1.519450
SMB      -0.013843
HML      -0.016418
dtype: float64, 17107: const    -0.028087
vwretd    2.239371
SMB       0.020406
HML       0.000162
dtype: float64, 17108: const     0.001839
vwretd    0.793079
SMB       0.011620
HML       0.006358
dtype: float64, 17109: const     0.058694
vwretd   -1.489511
SMB       0.094448
HML       0.023952
dtype: float64, 17110: const    -0.055121
vwretd    1.996067
SMB       0.013533
HML      -0.004656
dtype: float64, 17112: const     0.000053
vwretd    0.203767
SMB       0.000704
HML      -0.000051
dtype: float64, 17113: const    -0.029747
vwretd    0.815885
SMB       0.020719
HML      -0.005933
dtype: float64, 17114: const     0.013840
vwretd   -0.080459
SMB       0.004667
HML       0.004143
dtype: float64, 17115: const     0.002370
vwretd    0.950663
SMB       0.008788
HML      -0.010770
dtype: float64, 17116: const    -0.017807
vwretd    1.553259
SMB       0.004579
HML      -0.014173
dtype: float64, 17117: const     0.013016
vwretd    0.387648
SMB       0.006385
HML       0.005993
dtype: float64, 17119: const    -0.005566
vwretd    0.732447
SMB       0.000032
HML      -0.000947
dtype: float64, 17120: const     0.002323
vwretd    1.012956
SMB       0.041955
HML       0.006701
dtype: float64, 17121: const    -0.009198
vwretd    0.540136
SMB       0.012862
HML       0.008736
dtype: float64, 17122: const     0.014187
vwretd    0.230534
SMB       0.006150
HML       0.000013
dtype: float64, 17123: const     0.000155
vwretd    1.095045
SMB       0.004589
HML       0.004672
dtype: float64, 17124: const    -0.001377
vwretd    0.282263
SMB      -0.001045
HML      -0.001191
dtype: float64, 17125: const     0.025948
vwretd    1.189616
SMB       0.019628
HML      -0.014680
dtype: float64, 17126: const    -0.002102
vwretd    1.467229
SMB       0.018326
HML       0.010054
dtype: float64, 17127: const    -0.114504
vwretd    3.496790
SMB       0.016573
HML       0.016527
dtype: float64, 17128: const    -0.000895
vwretd    1.017668
SMB       0.009950
HML       0.004611
dtype: float64, 17129: const    -0.016895
vwretd    1.029861
SMB       0.008031
HML       0.004075
dtype: float64, 17130: const    -0.019398
vwretd    1.111184
SMB       0.002214
HML       0.009942
dtype: float64, 17131: const    -0.019466
vwretd    1.119631
SMB       0.002445
HML       0.009212
dtype: float64, 17132: const    -0.001826
vwretd    0.856433
SMB       0.004701
HML       0.001317
dtype: float64, 17133: const     0.020780
vwretd    0.598684
SMB       0.011172
HML      -0.009439
dtype: float64, 17134: const     0.012418
vwretd    0.555856
SMB       0.037241
HML      -0.013865
dtype: float64, 17135: const    -0.022061
vwretd    0.910241
SMB       0.011285
HML       0.006865
dtype: float64, 17136: const    -0.001709
vwretd    1.185128
SMB       0.003185
HML       0.003220
dtype: float64, 17137: const    -0.002984
vwretd    1.235113
SMB       0.004686
HML       0.009765
dtype: float64, 17138: const    -0.000944
vwretd    1.056082
SMB       0.000183
HML       0.001500
dtype: float64, 17139: const    -0.062473
vwretd    1.579411
SMB       0.018368
HML      -0.005983
dtype: float64, 17140: const    -0.011828
vwretd    2.172653
SMB       0.013878
HML       0.004326
dtype: float64, 17141: const     0.016054
vwretd    0.613683
SMB       0.011602
HML      -0.002226
dtype: float64, 17142: const    -0.003612
vwretd    0.920207
SMB       0.000282
HML       0.001430
dtype: float64, 17144: const     0.006373
vwretd    0.584423
SMB      -0.001979
HML      -0.000581
dtype: float64, 17145: const     0.025251
vwretd    0.140624
SMB       0.024524
HML       0.004260
dtype: float64, 17146: const    -0.004651
vwretd   -0.314918
SMB       0.038819
HML      -0.007727
dtype: float64, 17147: const    -0.064195
vwretd    0.103893
SMB       0.016168
HML      -0.016949
dtype: float64, 17148: const     0.000527
vwretd    0.567460
SMB       0.005947
HML       0.005092
dtype: float64, 17150: const    -0.015188
vwretd    0.140973
SMB       0.024519
HML       0.003423
dtype: float64, 17151: const     0.005640
vwretd    0.788284
SMB       0.006465
HML       0.006556
dtype: float64, 17152: const    -0.005795
vwretd    1.099832
SMB       0.012609
HML       0.005539
dtype: float64, 17153: const     0.029884
vwretd    1.185000
SMB       0.031051
HML       0.023274
dtype: float64, 17154: const    -0.031943
vwretd    0.419279
SMB       0.034513
HML      -0.018100
dtype: float64, 17155: const     0.010500
vwretd    1.150301
SMB       0.018462
HML      -0.008891
dtype: float64, 17156: const     0.001094
vwretd    0.032703
SMB      -0.002131
HML       0.000919
dtype: float64, 17157: const     0.040121
vwretd    0.416634
SMB       0.001089
HML       0.007688
dtype: float64, 17160: const    -0.005978
vwretd    1.313920
SMB       0.011435
HML       0.000527
dtype: float64, 17161: const     0.012544
vwretd    0.434686
SMB      -0.004903
HML      -0.016950
dtype: float64, 17178: const    -0.019866
vwretd    2.295417
SMB       0.023945
HML       0.003544
dtype: float64, 17179: const    -0.047492
vwretd    0.536519
SMB      -0.006090
HML       0.014263
dtype: float64, 17180: const     0.022395
vwretd   -0.045568
SMB       0.003766
HML       0.005403
dtype: float64, 17181: const    -0.009178
vwretd    0.918076
SMB       0.001767
HML       0.001763
dtype: float64, 17182: const     0.158885
vwretd   -2.023447
SMB       0.112180
HML      -0.033804
dtype: float64, 17183: const    -0.004193
vwretd    1.054791
SMB       0.003372
HML       0.004303
dtype: float64, 17184: const    -0.000073
vwretd    0.130730
SMB      -0.000348
HML      -0.000476
dtype: float64, 17185: const    -0.007007
vwretd    0.662608
SMB       0.003495
HML      -0.001765
dtype: float64, 17186: const    -0.010542
vwretd    0.312625
SMB      -0.004579
HML      -0.000509
dtype: float64, 17187: const    -0.001887
vwretd    1.253840
SMB       0.006968
HML       0.002263
dtype: float64, 17188: const     0.055716
vwretd    0.686152
SMB      -0.001564
HML      -0.008476
dtype: float64, 17189: const     0.001289
vwretd    0.642442
SMB       0.002649
HML       0.004563
dtype: float64, 17190: const     0.000974
vwretd    0.074988
SMB       0.000221
HML      -0.000059
dtype: float64, 17191: const     0.001361
vwretd    0.932939
SMB       0.004303
HML      -0.000457
dtype: float64, 17192: const    -0.001449
vwretd    1.340748
SMB       0.013047
HML       0.000579
dtype: float64, 17193: const    -0.001917
vwretd    1.194040
SMB       0.006685
HML       0.000486
dtype: float64, 17194: const     0.000192
vwretd    1.095062
SMB       0.010253
HML       0.006126
dtype: float64, 17195: const    -0.004778
vwretd    0.478598
SMB       0.006149
HML       0.002876
dtype: float64, 17196: const     0.001850
vwretd    1.018926
SMB       0.004068
HML       0.006823
dtype: float64, 17197: const    -0.012468
vwretd    1.228195
SMB       0.013724
HML       0.010500
dtype: float64, 17198: const     0.001875
vwretd    0.530300
SMB      -0.000672
HML       0.000617
dtype: float64, 17199: const     0.012072
vwretd    0.366665
SMB       0.012731
HML       0.000139
dtype: float64, 17200: const    -0.002011
vwretd    0.806096
SMB       0.006260
HML       0.001542
dtype: float64, 17201: const     0.015291
vwretd    0.871828
SMB       0.005743
HML      -0.003299
dtype: float64, 17202: const     0.019027
vwretd   -0.113020
SMB       0.001147
HML      -0.000069
dtype: float64, 17203: const     0.014964
vwretd   -0.057109
SMB       0.002039
HML      -0.002613
dtype: float64, 17204: const     0.015900
vwretd   -0.141064
SMB       0.003147
HML      -0.002070
dtype: float64, 17205: const     0.001648
vwretd    0.405616
SMB      -0.001545
HML      -0.001723
dtype: float64, 17206: const     0.017029
vwretd   -0.238652
SMB       0.003865
HML      -0.005408
dtype: float64, 17207: const     0.020184
vwretd   -0.226942
SMB       0.002842
HML       0.002441
dtype: float64, 17208: const    -0.003050
vwretd    1.368891
SMB       0.014504
HML       0.007944
dtype: float64, 17209: const     0.004558
vwretd    0.962380
SMB      -0.002822
HML       0.005768
dtype: float64, 17210: const     0.014674
vwretd   -0.099527
SMB       0.001879
HML      -0.008014
dtype: float64, 17211: const     0.017664
vwretd   -0.116100
SMB       0.001252
HML      -0.004641
dtype: float64, 17212: const     0.014800
vwretd   -0.102129
SMB       0.001676
HML      -0.005692
dtype: float64, 17213: const     0.000763
vwretd    0.286560
SMB      -0.000852
HML      -0.002093
dtype: float64, 17214: const     0.001832
vwretd    0.263559
SMB      -0.001335
HML      -0.001873
dtype: float64, 17215: const     0.018479
vwretd   -0.334883
SMB       0.004190
HML      -0.002804
dtype: float64, 17216: const     0.003613
vwretd    0.903613
SMB       0.005564
HML       0.002169
dtype: float64, 17217: const     0.000997
vwretd    1.147505
SMB       0.003643
HML       0.008323
dtype: float64, 17218: const     0.016229
vwretd   -0.161912
SMB       0.001766
HML      -0.001423
dtype: float64, 17219: const     0.012905
vwretd   -0.171388
SMB       0.005489
HML      -0.005743
dtype: float64, 17220: const     0.017788
vwretd   -0.369568
SMB       0.002029
HML      -0.002632
dtype: float64, 17221: const     0.007142
vwretd    1.893285
SMB       0.017009
HML       0.016735
dtype: float64, 17222: const    -0.035383
vwretd    1.129697
SMB      -0.005558
HML      -0.002439
dtype: float64, 17223: const     0.004343
vwretd    1.600923
SMB       0.008817
HML       0.004589
dtype: float64, 17224: const     0.004827
vwretd    0.729201
SMB       0.010854
HML      -0.003396
dtype: float64, 17225: const    -0.014887
vwretd    0.863924
SMB       0.005878
HML       0.007165
dtype: float64, 17226: const     0.005451
vwretd    0.602176
SMB      -0.008310
HML      -0.006572
dtype: float64, 17227: const    -0.007755
vwretd    1.393280
SMB       0.008792
HML       0.005890
dtype: float64, 17228: const    -0.000441
vwretd    0.212946
SMB      -0.000137
HML      -0.000243
dtype: float64, 17229: const    -0.000952
vwretd    0.942238
SMB      -0.001066
HML       0.003020
dtype: float64, 17230: const    -0.002243
vwretd    1.299172
SMB       0.011798
HML      -0.003178
dtype: float64, 17231: const     0.011999
vwretd    0.449675
SMB       0.011137
HML       0.011152
dtype: float64, 17232: const     0.003468
vwretd    0.510539
SMB       0.003060
HML       0.002187
dtype: float64, 17233: const     0.003282
vwretd    0.686318
SMB      -0.013698
HML      -0.006917
dtype: float64, 17234: const    -0.043741
vwretd    0.962474
SMB       0.019234
HML      -0.002102
dtype: float64, 17235: const    -0.001918
vwretd    0.497121
SMB       0.000632
HML       0.001023
dtype: float64, 17236: const    -0.000592
vwretd    0.343326
SMB      -0.000427
HML       0.000386
dtype: float64, 17237: const    -0.000323
vwretd    0.326126
SMB       0.000589
HML       0.001018
dtype: float64, 17238: const     0.000246
vwretd    0.958842
SMB      -0.000668
HML      -0.001277
dtype: float64, 17239: const    -0.000250
vwretd    1.013198
SMB      -0.001932
HML      -0.000217
dtype: float64, 17240: const     0.002520
vwretd    0.948276
SMB       0.005739
HML      -0.001207
dtype: float64, 17241: const     0.000161
vwretd    0.728562
SMB       0.007185
HML       0.009624
dtype: float64, 17242: const     0.007240
vwretd    0.992800
SMB       0.002281
HML       0.002359
dtype: float64, 17243: const    -0.004293
vwretd    0.849303
SMB      -0.000407
HML       0.003727
dtype: float64, 17244: const    -0.004751
vwretd    0.785273
SMB       0.000300
HML       0.005335
dtype: float64, 17245: const    -0.037235
vwretd    1.287719
SMB       0.001371
HML      -0.002705
dtype: float64, 17246: const     0.000749
vwretd    0.650142
SMB      -0.001481
HML       0.004031
dtype: float64, 17247: const    -0.002996
vwretd    0.465946
SMB      -0.000759
HML       0.000006
dtype: float64, 17248: const    -0.004647
vwretd    0.110627
SMB      -0.002288
HML       0.004997
dtype: float64, 17249: const     0.002738
vwretd    1.151747
SMB       0.006841
HML      -0.000919
dtype: float64, 17250: const     0.046145
vwretd    1.236163
SMB       0.022497
HML      -0.007405
dtype: float64, 17251: const     0.046168
vwretd    3.255774
SMB       0.013917
HML       0.019145
dtype: float64, 17252: const    -0.006833
vwretd    1.969316
SMB       0.024234
HML       0.016929
dtype: float64, 17253: const     0.005489
vwretd    0.324523
SMB      -0.004592
HML      -0.001721
dtype: float64, 17254: const    -0.011126
vwretd    1.467479
SMB       0.013182
HML      -0.003636
dtype: float64, 17255: const     0.002871
vwretd    0.067103
SMB      -0.000472
HML       0.000672
dtype: float64, 17257: const     0.003407
vwretd    1.153594
SMB       0.000293
HML      -0.002733
dtype: float64, 17258: const     0.037121
vwretd    0.580880
SMB       0.021406
HML      -0.007820
dtype: float64, 17259: const    -0.033525
vwretd    1.641964
SMB      -0.003115
HML       0.013519
dtype: float64, 17260: const    -0.022848
vwretd    1.451947
SMB       0.015371
HML       0.001331
dtype: float64, 17262: const    -0.012654
vwretd    1.870661
SMB       0.007134
HML      -0.001678
dtype: float64, 17263: const    -0.008995
vwretd    1.398303
SMB       0.018496
HML      -0.000872
dtype: float64, 17264: const    -0.002167
vwretd    0.587623
SMB      -0.001934
HML      -0.001190
dtype: float64, 17265: const    -0.001271
vwretd    0.949190
SMB       0.000037
HML       0.001868
dtype: float64, 17266: const    -0.077049
vwretd    1.124271
SMB       0.017076
HML      -0.009634
dtype: float64, 17267: const     0.005377
vwretd    0.653074
SMB       0.005412
HML      -0.002222
dtype: float64, 17268: const     0.001564
vwretd    0.943737
SMB       0.011323
HML       0.003432
dtype: float64, 17269: const     0.001518
vwretd   -0.439178
SMB       0.029712
HML       0.013326
dtype: float64, 17270: const     0.035338
vwretd    2.044338
SMB       0.010339
HML      -0.007946
dtype: float64, 17271: const    -0.042822
vwretd    0.882947
SMB       0.031165
HML      -0.004002
dtype: float64, 17272: const    -0.016345
vwretd    2.107291
SMB       0.001058
HML      -0.002157
dtype: float64, 17273: const    -0.050755
vwretd    1.679903
SMB       0.019635
HML       0.019208
dtype: float64, 17275: const    -0.020745
vwretd    1.061909
SMB      -0.004381
HML       0.010607
dtype: float64, 17276: const     -0.704545
vwretd   -55.726488
SMB        0.858030
HML        0.523144
dtype: float64, 17277: const     0.001084
vwretd    1.454249
SMB       0.005305
HML       0.000997
dtype: float64, 17278: const    -0.028074
vwretd    1.303597
SMB       0.009758
HML       0.007638
dtype: float64, 17279: const     0.015803
vwretd    0.618770
SMB      -0.006692
HML      -0.005171
dtype: float64, 17281: const     0.009534
vwretd    1.810245
SMB       0.007280
HML       0.014902
dtype: float64, 17282: const    -0.005665
vwretd    1.245235
SMB       0.004376
HML       0.001974
dtype: float64, 17283: const    -0.008607
vwretd    0.225118
SMB      -0.005867
HML       0.010609
dtype: float64, 17284: const     0.004960
vwretd    0.953448
SMB       0.003525
HML       0.001896
dtype: float64, 17285: const     0.000853
vwretd    1.372901
SMB      -0.006555
HML       0.003414
dtype: float64, 17286: const     0.001695
vwretd    1.138305
SMB       0.005901
HML       0.008363
dtype: float64, 17287: const    -0.007727
vwretd    1.413988
SMB       0.016257
HML       0.011274
dtype: float64, 17289: const     0.001025
vwretd    0.986575
SMB       0.004572
HML       0.002769
dtype: float64, 17290: const     0.015015
vwretd    0.825104
SMB       0.007482
HML       0.005520
dtype: float64, 17291: const     0.004566
vwretd    0.872926
SMB       0.000151
HML      -0.000615
dtype: float64, 17292: const    -0.001127
vwretd    1.212855
SMB       0.005642
HML       0.008509
dtype: float64, 17293: const    -0.003492
vwretd    1.455255
SMB       0.003647
HML       0.003491
dtype: float64, 17294: const     0.005401
vwretd    1.021974
SMB       0.001172
HML      -0.000324
dtype: float64, 17295: const    -0.017100
vwretd    1.560888
SMB       0.000490
HML       0.002670
dtype: float64, 17296: const     0.002262
vwretd    1.129811
SMB       0.003896
HML       0.000786
dtype: float64, 17297: const    -0.001499
vwretd    0.602363
SMB       0.003468
HML       0.000905
dtype: float64, 17298: const     0.000906
vwretd    0.740794
SMB      -0.003177
HML      -0.001415
dtype: float64, 17299: const    -0.011056
vwretd    1.313488
SMB      -0.001878
HML       0.001693
dtype: float64, 17300: const     0.002606
vwretd    0.633791
SMB       0.002623
HML       0.002764
dtype: float64, 17301: const    -0.020196
vwretd    0.583436
SMB       0.015188
HML      -0.005961
dtype: float64, 17302: const     0.004576
vwretd    0.372299
SMB       0.009982
HML      -0.003645
dtype: float64, 17303: const    -0.000073
vwretd    0.380066
SMB       0.008429
HML       0.002584
dtype: float64, 17304: const    -0.001888
vwretd    1.414191
SMB       0.004691
HML       0.007477
dtype: float64, 17305: const     0.001291
vwretd    1.057812
SMB      -0.002534
HML      -0.000911
dtype: float64, 17306: const     0.041387
vwretd    0.912421
SMB       0.041062
HML       0.032302
dtype: float64, 17307: const     0.009115
vwretd    0.944451
SMB       0.000479
HML       0.002585
dtype: float64, 17308: const    -0.010262
vwretd    1.237852
SMB      -0.003862
HML       0.014121
dtype: float64, 17309: const    -0.003226
vwretd    1.458806
SMB       0.004781
HML       0.002001
dtype: float64, 17310: const     0.007009
vwretd    1.768515
SMB       0.014067
HML       0.011650
dtype: float64, 17311: const    -0.036613
vwretd    1.170201
SMB      -0.000962
HML       0.000211
dtype: float64, 17312: const    -0.001884
vwretd    1.350623
SMB       0.025463
HML       0.007900
dtype: float64, 17313: const     0.097300
vwretd    2.121333
SMB       0.067125
HML      -0.013474
dtype: float64, 17315: const     0.005317
vwretd    1.604308
SMB       0.017592
HML      -0.008895
dtype: float64, 17316: const    -0.007976
vwretd    1.061028
SMB       0.030741
HML       0.001704
dtype: float64, 17317: const     0.012035
vwretd    0.862249
SMB       0.044066
HML       0.017715
dtype: float64, 17318: const    -0.070680
vwretd    0.340095
SMB       0.020352
HML      -0.004019
dtype: float64, 17320: const     0.005152
vwretd    0.604582
SMB       0.008239
HML      -0.002940
dtype: float64, 17321: const    -0.003040
vwretd    0.636194
SMB       0.010572
HML      -0.031703
dtype: float64, 17322: const    -0.001468
vwretd   -1.347059
SMB       0.083058
HML      -0.022292
dtype: float64, 17323: const    -0.017636
vwretd    1.079304
SMB       0.026223
HML      -0.006493
dtype: float64, 17324: const    -0.021656
vwretd    1.757546
SMB       0.030653
HML      -0.004905
dtype: float64, 17325: const    -0.074287
vwretd    1.467039
SMB       0.029130
HML      -0.001234
dtype: float64, 17326: const    -0.060751
vwretd    2.168508
SMB       0.033198
HML      -0.002408
dtype: float64, 17327: const     0.007768
vwretd    1.207872
SMB       0.013574
HML       0.006118
dtype: float64, 17328: const    -0.001573
vwretd    1.123913
SMB       0.006166
HML      -0.001498
dtype: float64, 17330: const     0.006156
vwretd    1.040948
SMB       0.014413
HML       0.006313
dtype: float64, 17331: const    -0.061398
vwretd    1.900487
SMB      -0.000300
HML       0.019012
dtype: float64, 17332: const     0.021158
vwretd    1.136679
SMB       0.003318
HML       0.001467
dtype: float64, 17334: const     0.011074
vwretd    1.053115
SMB       0.002876
HML      -0.002083
dtype: float64, 17337: const    -0.018177
vwretd    0.628554
SMB       0.010752
HML      -0.002258
dtype: float64, 17338: const     0.008378
vwretd    1.277140
SMB       0.005906
HML      -0.006678
dtype: float64, 17339: const     0.000955
vwretd    0.948935
SMB       0.011129
HML      -0.000018
dtype: float64, 17340: const    -0.001605
vwretd    1.137157
SMB       0.012493
HML       0.000804
dtype: float64, 17341: const     0.028865
vwretd    0.976344
SMB       0.003411
HML      -0.019265
dtype: float64, 17342: const    -0.004364
vwretd    0.772716
SMB       0.004440
HML       0.001815
dtype: float64, 17343: const     0.029033
vwretd    1.368117
SMB      -0.003080
HML      -0.006095
dtype: float64, 17344: const    -0.001144
vwretd    1.469814
SMB       0.020893
HML       0.003576
dtype: float64, 17345: const    -0.012910
vwretd    0.074321
SMB       0.041819
HML      -0.007812
dtype: float64, 17346: const     0.036019
vwretd    0.827480
SMB       0.025358
HML      -0.009410
dtype: float64, 17347: const     0.002077
vwretd    0.897929
SMB       0.019652
HML       0.002737
dtype: float64, 17348: const     0.005140
vwretd    0.423268
SMB       0.012178
HML       0.002392
dtype: float64, 17349: const     0.066357
vwretd    0.780137
SMB       0.035049
HML      -0.009046
dtype: float64, 17350: const     0.004729
vwretd    0.567622
SMB       0.007643
HML       0.007286
dtype: float64, 17351: const     0.002405
vwretd    0.660158
SMB       0.039033
HML      -0.004642
dtype: float64, 17353: const    -0.002280
vwretd    0.734827
SMB       0.003531
HML       0.001085
dtype: float64, 17354: const    -0.033763
vwretd    3.345353
SMB       0.044927
HML      -0.008720
dtype: float64, 17355: const     0.007911
vwretd    0.412790
SMB      -0.000488
HML      -0.001389
dtype: float64, 17356: const     0.014599
vwretd   -0.182528
SMB      -0.000223
HML      -0.015754
dtype: float64, 17357: const     0.023783
vwretd    2.239666
SMB       0.006080
HML       0.006951
dtype: float64, 17358: const    -0.030067
vwretd   -0.382957
SMB       0.026572
HML      -0.007090
dtype: float64, 17359: const     0.000646
vwretd    0.320106
SMB       0.002022
HML       0.003230
dtype: float64, 17360: const     0.076869
vwretd    0.448402
SMB      -0.017370
HML      -0.022722
dtype: float64, 17361: const    -0.031961
vwretd    0.495246
SMB       0.016131
HML       0.001470
dtype: float64, 17362: const    -0.007492
vwretd    0.261006
SMB       0.022106
HML      -0.002945
dtype: float64, 17363: const    -0.006045
vwretd    0.896660
SMB       0.003469
HML       0.005222
dtype: float64, 17364: const     0.006282
vwretd    0.753463
SMB       0.002680
HML       0.001063
dtype: float64, 17365: const     0.022820
vwretd    1.703362
SMB       0.016383
HML      -0.004864
dtype: float64, 17366: const     0.029931
vwretd    2.611279
SMB      -0.043999
HML      -0.022738
dtype: float64, 17367: const    -0.005893
vwretd    0.693866
SMB       0.012212
HML      -0.006390
dtype: float64, 17368: const     0.000718
vwretd    0.525169
SMB       0.001939
HML       0.006580
dtype: float64, 17369: const    -0.029842
vwretd    0.086572
SMB       0.009982
HML      -0.004455
dtype: float64, 17370: const    -0.009542
vwretd    0.819519
SMB       0.006563
HML       0.000655
dtype: float64, 17371: const    -0.005080
vwretd    1.050264
SMB       0.000180
HML      -0.000888
dtype: float64, 17372: const     0.045738
vwretd    2.143878
SMB      -0.021485
HML      -0.016720
dtype: float64, 17373: const     0.013421
vwretd    0.428093
SMB       0.025397
HML       0.005041
dtype: float64, 17374: const     0.039164
vwretd    0.489909
SMB       0.030863
HML      -0.010016
dtype: float64, 17375: const    -0.002473
vwretd    0.956496
SMB      -0.001870
HML       0.000950
dtype: float64, 17376: const     0.005535
vwretd    0.740794
SMB       0.005891
HML       0.001848
dtype: float64, 17377: const     0.003346
vwretd    0.192337
SMB       0.002934
HML       0.003856
dtype: float64, 17378: const    -0.015505
vwretd    0.612196
SMB       0.002107
HML      -0.003098
dtype: float64, 17379: const    -0.061263
vwretd   -0.062238
SMB       0.006639
HML      -0.003476
dtype: float64, 17380: const    -0.018626
vwretd    0.570169
SMB       0.014944
HML       0.010855
dtype: float64, 17381: const     0.011279
vwretd    0.309784
SMB       0.000289
HML       0.006517
dtype: float64, 17382: const    -0.026791
vwretd    1.733981
SMB       0.008440
HML      -0.001329
dtype: float64, 17383: const    -0.001792
vwretd    1.111969
SMB       0.003507
HML      -0.002971
dtype: float64, 17384: const    -0.006669
vwretd    1.118550
SMB       0.011477
HML      -0.001450
dtype: float64, 17385: const    -0.005301
vwretd    1.011342
SMB       0.007328
HML      -0.002108
dtype: float64, 17388: const    -0.001177
vwretd    0.977332
SMB       0.002290
HML       0.000300
dtype: float64, 17389: const    -0.004085
vwretd    1.213621
SMB       0.002973
HML       0.004753
dtype: float64, 17390: const    -0.006309
vwretd    0.968010
SMB      -0.001676
HML       0.003118
dtype: float64, 17391: const    -0.006377
vwretd    0.946865
SMB       0.000250
HML      -0.002269
dtype: float64, 17392: const     0.001672
vwretd    1.057981
SMB       0.005837
HML      -0.001584
dtype: float64, 17393: const    -0.004663
vwretd    0.485348
SMB       0.001973
HML      -0.000004
dtype: float64, 17394: const     0.004902
vwretd   -0.110962
SMB       0.000869
HML       0.001781
dtype: float64, 17395: const     0.003447
vwretd    0.794532
SMB      -0.002581
HML       0.001098
dtype: float64, 17396: const     0.153229
vwretd    0.080320
SMB      -0.042389
HML       0.211185
dtype: float64, 17397: const     0.000657
vwretd    0.024497
SMB      -0.000164
HML      -0.000043
dtype: float64, 17398: const     0.007378
vwretd    0.555345
SMB       0.024999
HML       0.004599
dtype: float64, 17399: const     0.008317
vwretd    0.145134
SMB       0.006365
HML       0.003077
dtype: float64, 17400: const    -0.007472
vwretd    1.405333
SMB       0.015706
HML       0.020684
dtype: float64, 17401: const     0.031265
vwretd    0.459913
SMB       0.011841
HML       0.001164
dtype: float64, 17402: const     0.144459
vwretd   -3.502600
SMB       0.025472
HML      -0.007785
dtype: float64, 17406: const    -0.000503
vwretd    0.793851
SMB      -0.000414
HML       0.002216
dtype: float64, 17407: const    -0.000909
vwretd   -0.536116
SMB      -0.000419
HML      -0.002955
dtype: float64, 17408: const     0.002556
vwretd    0.035977
SMB      -0.000909
HML      -0.000855
dtype: float64, 17409: const     0.003413
vwretd   -0.043639
SMB      -0.000500
HML      -0.001395
dtype: float64, 17410: const    -0.011361
vwretd    0.626855
SMB      -0.005309
HML      -0.001063
dtype: float64, 17411: const    -0.000631
vwretd    0.902443
SMB      -0.001896
HML       0.001223
dtype: float64, 17412: const     0.001001
vwretd    1.084260
SMB       0.000611
HML       0.004532
dtype: float64, 17413: const    -0.002134
vwretd    0.572700
SMB      -0.000052
HML       0.001191
dtype: float64, 17414: const     0.001144
vwretd    0.965331
SMB      -0.000631
HML       0.001069
dtype: float64, 17415: const    -0.002232
vwretd    0.738112
SMB      -0.001471
HML      -0.002109
dtype: float64, 17416: const    -0.008911
vwretd    1.188749
SMB      -0.000892
HML       0.001808
dtype: float64, 17417: const     0.000661
vwretd    0.337940
SMB      -0.000007
HML      -0.000009
dtype: float64, 17419: const     0.005796
vwretd    0.552637
SMB       0.010851
HML       0.002540
dtype: float64, 17420: const     0.009784
vwretd    0.361459
SMB       0.004371
HML       0.001130
dtype: float64, 17422: const    -0.002941
vwretd    0.774867
SMB      -0.000442
HML       0.002557
dtype: float64, 17424: const     0.012793
vwretd    0.058366
SMB      -0.007230
HML       0.008286
dtype: float64, 17427: const     0.001600
vwretd    1.440106
SMB       0.009822
HML      -0.001892
dtype: float64, 17428: const    -0.001197
vwretd    1.432916
SMB       0.006638
HML       0.006154
dtype: float64, 17433: const    -0.013866
vwretd    1.115450
SMB      -0.002738
HML      -0.000846
dtype: float64, 17434: const    -0.002290
vwretd    1.171422
SMB       0.001068
HML       0.002669
dtype: float64, 17435: const    -0.005369
vwretd    1.380362
SMB       0.016253
HML       0.007412
dtype: float64, 17437: const    -0.030584
vwretd    5.282953
SMB       0.002395
HML       0.017904
dtype: float64, 17438: const     0.039312
vwretd   -6.635319
SMB      -0.018259
HML       0.002977
dtype: float64, 17439: const    -0.003124
vwretd    0.815108
SMB       0.007272
HML      -0.005936
dtype: float64, 17440: const     0.000082
vwretd    0.706555
SMB       0.001561
HML       0.002412
dtype: float64, 17441: const    -0.000871
vwretd    1.004988
SMB       0.008980
HML       0.004905
dtype: float64, 17442: const     0.003438
vwretd    0.937550
SMB       0.000398
HML       0.004401
dtype: float64, 17443: const    -0.011310
vwretd    0.766323
SMB       0.031109
HML       0.021016
dtype: float64, 17444: const    -0.000645
vwretd    1.437283
SMB       0.006406
HML       0.003439
dtype: float64, 17445: const     0.001156
vwretd    0.921110
SMB      -0.001626
HML       0.000409
dtype: float64, 17446: const    -0.000191
vwretd    0.945476
SMB       0.005926
HML       0.002028
dtype: float64, 17447: const     0.002151
vwretd    1.005595
SMB       0.000065
HML       0.000688
dtype: float64, 17448: const    -0.000949
vwretd    0.346325
SMB      -0.004657
HML      -0.004028
dtype: float64, 17449: const    -0.002883
vwretd    0.471496
SMB      -0.001163
HML      -0.000638
dtype: float64, 17450: const     0.002207
vwretd    1.220356
SMB       0.002468
HML       0.002754
dtype: float64, 17451: const     0.001322
vwretd    0.755997
SMB       0.009971
HML       0.000445
dtype: float64, 17452: const     0.026639
vwretd    1.564285
SMB       0.000429
HML      -0.004555
dtype: float64, 17453: const    -0.001327
vwretd    1.155978
SMB       0.004768
HML      -0.002775
dtype: float64, 17454: const    -0.000267
vwretd    1.038882
SMB       0.000017
HML       0.000878
dtype: float64, 17456: const    -0.001995
vwretd    0.475062
SMB      -0.000424
HML       0.000767
dtype: float64, 17457: const    -0.001659
vwretd    0.369365
SMB      -0.000914
HML       0.000094
dtype: float64, 17458: const     0.001073
vwretd    0.553353
SMB      -0.000998
HML      -0.002177
dtype: float64, 17459: const    -0.000694
vwretd    0.970825
SMB      -0.001367
HML      -0.000098
dtype: float64, 17460: const     0.003813
vwretd    0.886869
SMB      -0.002028
HML      -0.002027
dtype: float64, 17461: const     0.000765
vwretd    0.043428
SMB       0.000176
HML       0.000208
dtype: float64, 17462: const     0.002766
vwretd    0.580183
SMB       0.003451
HML      -0.002587
dtype: float64, 17463: const    -0.005957
vwretd    1.012405
SMB       0.004608
HML       0.001510
dtype: float64, 17464: const     0.002391
vwretd    1.138122
SMB      -0.001681
HML      -0.003744
dtype: float64, 17465: const    -0.001067
vwretd    1.058918
SMB       0.001087
HML       0.005300
dtype: float64, 17466: const     0.000274
vwretd    1.046248
SMB      -0.001491
HML      -0.001703
dtype: float64, 17467: const     0.002712
vwretd    0.678853
SMB      -0.004326
HML       0.001051
dtype: float64, 17468: const     0.001477
vwretd    0.817598
SMB      -0.000598
HML      -0.001321
dtype: float64, 17469: const     0.000605
vwretd    0.013780
SMB      -0.000074
HML      -0.000061
dtype: float64, 17470: const     0.001998
vwretd    0.042840
SMB      -0.000107
HML      -0.000827
dtype: float64, 17471: const     0.000503
vwretd    0.270153
SMB      -0.000851
HML       0.000516
dtype: float64, 17472: const    -0.002073
vwretd    0.539680
SMB       0.000116
HML       0.001961
dtype: float64, 17473: const    -0.003194
vwretd    0.549915
SMB      -0.000684
HML       0.000721
dtype: float64, 17474: const    -0.009004
vwretd    1.077197
SMB      -0.003868
HML       0.007032
dtype: float64, 17475: const     0.002736
vwretd    0.384639
SMB      -0.001207
HML      -0.001888
dtype: float64, 17476: const    -0.001493
vwretd    0.720779
SMB      -0.000234
HML       0.001178
dtype: float64, 17477: const     0.002882
vwretd    0.444503
SMB       0.003160
HML      -0.000870
dtype: float64, 17478: const     0.006043
vwretd    0.888059
SMB       0.004563
HML      -0.000515
dtype: float64, 17479: const     0.000955
vwretd    0.017283
SMB       0.000008
HML       0.000018
dtype: float64, 17480: const     0.002592
vwretd    0.729900
SMB       0.004765
HML      -0.001872
dtype: float64, 17481: const    -0.002721
vwretd    0.293224
SMB      -0.004993
HML      -0.006170
dtype: float64, 17482: const     0.002477
vwretd    0.116517
SMB      -0.001438
HML      -0.002727
dtype: float64, 17483: const    -0.000832
vwretd    0.295859
SMB      -0.000626
HML      -0.000996
dtype: float64, 17484: const    -0.000290
vwretd    0.414941
SMB       0.000624
HML       0.000823
dtype: float64, 17485: const    -0.000668
vwretd    1.056009
SMB       0.005638
HML       0.001634
dtype: float64, 17486: const     0.001816
vwretd    0.742451
SMB       0.007276
HML      -0.001981
dtype: float64, 17487: const     0.003788
vwretd    0.594218
SMB       0.002669
HML       0.005906
dtype: float64, 17488: const    -0.007543
vwretd    1.357069
SMB      -0.000194
HML       0.004508
dtype: float64, 17489: const     0.000901
vwretd    0.030307
SMB       0.000133
HML      -0.000207
dtype: float64, 17490: const    -0.000041
vwretd    0.750216
SMB       0.002734
HML       0.001439
dtype: float64, 17491: const    -0.001187
vwretd    0.821917
SMB      -0.000423
HML       0.001966
dtype: float64, 17492: const     0.008045
vwretd    0.684043
SMB      -0.002597
HML      -0.005709
dtype: float64, 17493: const    -0.005467
vwretd    1.350955
SMB       0.001221
HML       0.002951
dtype: float64, 17494: const    -0.016055
vwretd    0.822710
SMB      -0.004025
HML      -0.029483
dtype: float64, 17495: const    -0.006290
vwretd    1.323982
SMB       0.017416
HML       0.006341
dtype: float64, 17496: const     0.001372
vwretd    1.099042
SMB      -0.002753
HML      -0.002161
dtype: float64, 17497: const    -0.002472
vwretd    1.158855
SMB      -0.000388
HML       0.001471
dtype: float64, 17498: const     0.007713
vwretd    0.832174
SMB      -0.002369
HML       0.009288
dtype: float64, 17499: const    -0.001486
vwretd    1.068057
SMB       0.006728
HML       0.009731
dtype: float64, 17500: const    -0.008072
vwretd    1.005134
SMB      -0.002207
HML      -0.000356
dtype: float64, 17501: const    -0.001889
vwretd    1.174652
SMB      -0.001548
HML      -0.000234
dtype: float64, 17502: const     0.007095
vwretd    0.165855
SMB      -0.002257
HML       0.000906
dtype: float64, 17503: const    -0.001334
vwretd    0.789616
SMB      -0.000507
HML       0.002008
dtype: float64, 17504: const    -0.001252
vwretd    0.792598
SMB      -0.000708
HML       0.001256
dtype: float64, 17505: const    -0.000751
vwretd    0.822702
SMB      -0.002339
HML      -0.000229
dtype: float64, 17506: const    -0.000341
vwretd    0.116446
SMB      -0.000638
HML      -0.000853
dtype: float64, 17507: const     0.001825
vwretd    0.777990
SMB       0.001870
HML       0.009591
dtype: float64, 17508: const     0.000798
vwretd    1.094102
SMB       0.009366
HML      -0.000062
dtype: float64, 17509: const     0.004633
vwretd    0.656237
SMB      -0.001088
HML      -0.000829
dtype: float64, 17510: const     0.004005
vwretd    0.208863
SMB      -0.000782
HML      -0.003237
dtype: float64, 17511: const     0.004883
vwretd    0.269632
SMB      -0.000471
HML      -0.001670
dtype: float64, 17512: const    -0.000178
vwretd    1.043224
SMB       0.006513
HML       0.002043
dtype: float64, 17513: const     0.001310
vwretd    0.061807
SMB      -0.000052
HML      -0.000416
dtype: float64, 17514: const     0.002328
vwretd    0.987151
SMB       0.000943
HML       0.003571
dtype: float64, 17515: const    -0.007753
vwretd    1.043295
SMB       0.009757
HML       0.004997
dtype: float64, 17516: const    -0.027985
vwretd    1.480884
SMB       0.005312
HML       0.000279
dtype: float64, 17517: const    -0.003743
vwretd    0.388700
SMB       0.001146
HML       0.000516
dtype: float64, 17518: const     0.001983
vwretd    1.001002
SMB      -0.001096
HML       0.002246
dtype: float64, 17519: const     0.001273
vwretd    0.027363
SMB       0.000123
HML       0.000078
dtype: float64, 17520: const    -0.000264
vwretd    0.224789
SMB      -0.000308
HML      -0.000101
dtype: float64, 17521: const    -0.001402
vwretd    0.430690
SMB       0.000128
HML       0.000639
dtype: float64, 17522: const    -0.000776
vwretd    0.542209
SMB       0.000698
HML      -0.001124
dtype: float64, 17523: const    -0.003912
vwretd    1.340772
SMB       0.013020
HML       0.005654
dtype: float64, 17524: const    -0.003847
vwretd    0.747759
SMB      -0.000005
HML       0.002278
dtype: float64, 17525: const    -0.001321
vwretd    0.903986
SMB      -0.000853
HML       0.000847
dtype: float64, 17526: const     0.001029
vwretd    0.539696
SMB      -0.001109
HML       0.003324
dtype: float64, 17527: const    -0.001485
vwretd    0.595727
SMB      -0.003480
HML       0.004975
dtype: float64, 17528: const     0.000375
vwretd    0.916941
SMB      -0.000233
HML       0.000262
dtype: float64, 17529: const     0.004040
vwretd    0.137552
SMB      -0.000189
HML       0.000364
dtype: float64, 17530: const     0.000767
vwretd    0.926627
SMB       0.000307
HML       0.000622
dtype: float64, 17531: const    -0.025728
vwretd    0.911418
SMB       0.038457
HML       0.004302
dtype: float64, 17532: const    -0.018350
vwretd    1.974802
SMB       0.014104
HML       0.065631
dtype: float64, 17533: const    -0.002790
vwretd    0.233243
SMB       0.000052
HML      -0.000038
dtype: float64, 17534: const    -0.001071
vwretd    0.704776
SMB       0.001852
HML       0.001300
dtype: float64, 17535: const    -0.004448
vwretd    0.372213
SMB       0.001290
HML       0.002618
dtype: float64, 17536: const     0.005006
vwretd    0.576790
SMB       0.003112
HML       0.004745
dtype: float64, 17537: const    -0.005518
vwretd    0.388310
SMB       0.000237
HML      -0.003155
dtype: float64, 17538: const    -0.004239
vwretd    0.359765
SMB      -0.000665
HML      -0.000532
dtype: float64, 17539: const     0.001394
vwretd    0.372703
SMB       0.000483
HML       0.000305
dtype: float64, 17540: const     0.002461
vwretd    1.111048
SMB       0.000138
HML      -0.003325
dtype: float64, 17541: const    -0.000636
vwretd    0.928496
SMB      -0.001416
HML       0.002850
dtype: float64, 17542: const     0.000023
vwretd    1.083805
SMB       0.002465
HML      -0.003015
dtype: float64, 17543: const    -0.001705
vwretd    1.039766
SMB       0.000834
HML       0.004024
dtype: float64, 17544: const     0.000165
vwretd    1.036085
SMB       0.006728
HML       0.002062
dtype: float64, 17545: const    -0.001469
vwretd    0.862258
SMB       0.001700
HML       0.001145
dtype: float64, 17546: const    -0.003758
vwretd    0.859061
SMB      -0.001134
HML       0.001638
dtype: float64, 17547: const    -0.004505
vwretd    0.696410
SMB       0.001445
HML       0.001743
dtype: float64, 17548: const     0.004832
vwretd    0.981865
SMB       0.005671
HML       0.004773
dtype: float64, 17549: const     0.000759
vwretd    0.988120
SMB       0.000118
HML       0.002701
dtype: float64, 17550: const     0.006613
vwretd    0.844441
SMB      -0.001373
HML       0.001920
dtype: float64, 17551: const    -0.001229
vwretd    0.932854
SMB      -0.000951
HML      -0.002214
dtype: float64, 17552: const    -0.005996
vwretd    1.069726
SMB      -0.001714
HML      -0.003121
dtype: float64, 17553: const     0.002968
vwretd    1.033268
SMB       0.003989
HML       0.000489
dtype: float64, 17554: const     0.001145
vwretd    0.842021
SMB      -0.002128
HML       0.000887
dtype: float64, 17555: const     0.001391
vwretd    0.954469
SMB      -0.002617
HML      -0.001018
dtype: float64, 17556: const    -0.006902
vwretd    0.838753
SMB      -0.001344
HML       0.003178
dtype: float64, 17557: const    -0.006339
vwretd    0.911538
SMB      -0.001884
HML       0.001883
dtype: float64, 17558: const     0.003103
vwretd    0.721834
SMB       0.003823
HML      -0.001394
dtype: float64, 17559: const    -0.005996
vwretd    1.214167
SMB       0.013190
HML       0.010491
dtype: float64, 17560: const    -0.008419
vwretd    0.749530
SMB      -0.004104
HML       0.001604
dtype: float64, 17561: const     0.002055
vwretd    0.562177
SMB      -0.000711
HML       0.000136
dtype: float64, 17562: const     0.001698
vwretd    0.324453
SMB       0.001874
HML       0.000191
dtype: float64, 17563: const     0.003261
vwretd    0.717493
SMB      -0.001112
HML      -0.001744
dtype: float64, 17564: const     0.017557
vwretd    1.531064
SMB      -0.008906
HML      -0.003241
dtype: float64, 17565: const    -0.001186
vwretd    0.816259
SMB      -0.001673
HML       0.003743
dtype: float64, 17566: const    -0.007863
vwretd    1.453254
SMB       0.000615
HML       0.007124
dtype: float64, 17567: const    -0.019345
vwretd    0.497313
SMB      -0.003805
HML      -0.004673
dtype: float64, 17568: const     0.000712
vwretd    0.340354
SMB       0.000283
HML      -0.001469
dtype: float64, 17569: const     0.001933
vwretd    1.078717
SMB       0.008330
HML       0.004654
dtype: float64, 17570: const    -0.003590
vwretd    0.922417
SMB       0.000336
HML       0.004477
dtype: float64, 17571: const     0.003709
vwretd    1.042402
SMB       0.000913
HML       0.004701
dtype: float64, 17572: const     0.000083
vwretd    0.751688
SMB       0.000533
HML       0.001178
dtype: float64, 17573: const    -0.000342
vwretd    0.638098
SMB       0.000507
HML       0.000695
dtype: float64, 17574: const    -0.035643
vwretd    0.579859
SMB       0.031434
HML       0.013699
dtype: float64, 17575: const    -0.000631
vwretd    0.501954
SMB       0.000217
HML       0.000373
dtype: float64, 17576: const    -0.000843
vwretd    0.372262
SMB      -0.000090
HML       0.000065
dtype: float64, 17577: const     0.001343
vwretd    0.098080
SMB      -0.000044
HML       0.000031
dtype: float64, 17578: const    -0.004622
vwretd    0.867369
SMB      -0.000179
HML       0.001669
dtype: float64, 17579: const    -0.000208
vwretd    1.039399
SMB       0.006974
HML       0.001956
dtype: float64, 17580: const     0.000914
vwretd    1.002698
SMB      -0.001338
HML      -0.000614
dtype: float64, 17581: const     0.001302
vwretd    0.859864
SMB      -0.002620
HML       0.000038
dtype: float64, 17582: const    -0.002749
vwretd    1.519978
SMB       0.005161
HML      -0.000332
dtype: float64, 17583: const    -0.000656
vwretd    1.022681
SMB       0.000960
HML       0.002657
dtype: float64, 17584: const    -0.000033
vwretd    0.905772
SMB       0.005399
HML       0.002580
dtype: float64, 17585: const     0.001063
vwretd    1.127927
SMB      -0.000537
HML       0.006104
dtype: float64, 17586: const    -0.003764
vwretd    0.666855
SMB      -0.000860
HML       0.002671
dtype: float64, 17587: const    -0.006130
vwretd    0.999664
SMB       0.005931
HML       0.006141
dtype: float64, 17588: const     0.001004
vwretd    0.900758
SMB       0.000023
HML       0.002424
dtype: float64, 17589: const    -0.001110
vwretd    0.379759
SMB       0.000114
HML       0.000195
dtype: float64, 17590: const     0.001961
vwretd    1.344100
SMB       0.001609
HML       0.001561
dtype: float64, 17591: const     0.001681
vwretd    0.946758
SMB       0.007090
HML       0.010330
dtype: float64, 17592: const     0.002511
vwretd   -0.081365
SMB       0.000785
HML       0.000016
dtype: float64, 17593: const    -0.000574
vwretd    0.303627
SMB       0.000552
HML       0.001762
dtype: float64, 17594: const    -0.000485
vwretd    0.176272
SMB      -0.000255
HML       0.000453
dtype: float64, 17595: const    -0.003685
vwretd    0.635726
SMB      -0.000630
HML       0.002135
dtype: float64, 17596: const    -0.001913
vwretd   -0.303737
SMB       0.000028
HML      -0.000643
dtype: float64, 17597: const     0.001975
vwretd    0.502962
SMB      -0.002312
HML       0.001327
dtype: float64, 17598: const    -0.004641
vwretd    1.119831
SMB       0.000838
HML       0.002654
dtype: float64, 17599: const    -0.001276
vwretd    0.416144
SMB       0.000573
HML       0.001587
dtype: float64, 17600: const     0.000366
vwretd    0.075636
SMB      -0.000014
HML       0.000256
dtype: float64, 17601: const     0.001126
vwretd    1.094426
SMB      -0.001942
HML      -0.003445
dtype: float64, 17602: const     0.001523
vwretd    0.958012
SMB       0.000118
HML      -0.000952
dtype: float64, 17603: const    -0.007653
vwretd    1.299244
SMB       0.013985
HML       0.004716
dtype: float64, 17604: const     0.015369
vwretd    0.792352
SMB       0.004804
HML      -0.016049
dtype: float64, 17605: const     0.003823
vwretd    0.420403
SMB      -0.000804
HML      -0.001085
dtype: float64, 17606: const    -0.000653
vwretd    0.628893
SMB      -0.000267
HML       0.000405
dtype: float64, 17607: const     0.000118
vwretd    0.059566
SMB       0.000157
HML      -0.000237
dtype: float64, 17608: const    -0.002295
vwretd    0.319776
SMB      -0.000384
HML      -0.000150
dtype: float64, 17609: const     0.000179
vwretd    0.177433
SMB      -0.000363
HML      -0.002205
dtype: float64, 17610: const     0.001765
vwretd    0.992061
SMB       0.000167
HML       0.000083
dtype: float64, 17611: const    -0.005840
vwretd    0.715124
SMB       0.001337
HML       0.000464
dtype: float64, 17612: const     0.003586
vwretd    1.152286
SMB      -0.005197
HML      -0.008837
dtype: float64, 17613: const    -0.004344
vwretd    0.894707
SMB      -0.000502
HML       0.000271
dtype: float64, 17614: const    -0.005706
vwretd    0.851532
SMB       0.000902
HML       0.001605
dtype: float64, 17615: const    -0.003441
vwretd    0.927663
SMB       0.000568
HML       0.003649
dtype: float64, 17618: const    -0.004680
vwretd    0.643149
SMB      -0.001403
HML      -0.003591
dtype: float64, 17619: const    -0.003547
vwretd    0.789334
SMB       0.001335
HML      -0.005307
dtype: float64, 17620: const    -0.001014
vwretd    1.012017
SMB       0.003990
HML       0.002055
dtype: float64, 17621: const    -0.000265
vwretd    0.778295
SMB      -0.001139
HML       0.001156
dtype: float64, 17622: const     0.002325
vwretd    0.953874
SMB       0.004992
HML       0.000168
dtype: float64, 17623: const    -0.000253
vwretd    0.985971
SMB       0.002590
HML       0.003582
dtype: float64, 17624: const    -0.000019
vwretd    1.024625
SMB       0.002965
HML       0.001404
dtype: float64, 17625: const     0.000579
vwretd    1.159031
SMB       0.004275
HML       0.006640
dtype: float64, 17626: const    -0.002477
vwretd    0.913959
SMB      -0.001965
HML      -0.000713
dtype: float64, 17627: const     0.000222
vwretd    0.298923
SMB       0.000404
HML       0.000604
dtype: float64, 17628: const    -0.000064
vwretd    0.101017
SMB      -0.000172
HML      -0.000291
dtype: float64, 17629: const    -0.001602
vwretd    0.449319
SMB      -0.000189
HML       0.000347
dtype: float64, 17630: const    -0.001990
vwretd    0.293855
SMB      -0.001156
HML      -0.001450
dtype: float64, 17631: const    -0.003460
vwretd    0.757747
SMB      -0.000541
HML       0.001744
dtype: float64, 17632: const    -0.001269
vwretd    0.841957
SMB      -0.002631
HML       0.002287
dtype: float64, 17633: const    -0.000597
vwretd    0.695222
SMB      -0.001139
HML       0.002566
dtype: float64, 17634: const    -0.000937
vwretd    0.742028
SMB       0.000563
HML       0.001965
dtype: float64, 17635: const    -0.001579
vwretd    0.592663
SMB      -0.001667
HML       0.001410
dtype: float64, 17636: const    -0.004818
vwretd    0.083299
SMB       0.002015
HML      -0.000128
dtype: float64, 17637: const    -0.006881
vwretd    0.644845
SMB       0.000116
HML       0.001803
dtype: float64, 17638: const    -0.005729
vwretd    0.998805
SMB      -0.003500
HML      -0.000884
dtype: float64, 17639: const     0.003125
vwretd   -0.038111
SMB       0.011265
HML      -0.009869
dtype: float64, 17640: const     0.001180
vwretd    0.804124
SMB       0.001201
HML      -0.005109
dtype: float64, 17641: const     0.000443
vwretd    0.789112
SMB       0.005053
HML       0.003195
dtype: float64, 17642: const    -0.000839
vwretd    0.857514
SMB       0.003830
HML       0.002233
dtype: float64, 17643: const    -0.002368
vwretd    1.010670
SMB      -0.002957
HML      -0.005679
dtype: float64, 17644: const    -0.002285
vwretd    0.791750
SMB      -0.000923
HML       0.000888
dtype: float64, 17645: const     0.000077
vwretd    0.070562
SMB      -0.000026
HML      -0.000358
dtype: float64, 17646: const    -0.005618
vwretd    1.019992
SMB       0.020572
HML       0.008391
dtype: float64, 17647: const    -0.000369
vwretd    0.218202
SMB       0.022377
HML       0.015130
dtype: float64, 17648: const    -0.009265
vwretd    0.792393
SMB      -0.001163
HML      -0.000556
dtype: float64, 17649: const     0.000884
vwretd    0.892907
SMB       0.000304
HML       0.001675
dtype: float64, 17650: const    -0.002099
vwretd    0.390408
SMB      -0.002954
HML       0.000562
dtype: float64, 17651: const    -0.001935
vwretd    1.165877
SMB       0.002959
HML       0.002915
dtype: float64, 17652: const     0.001142
vwretd    1.118314
SMB       0.001775
HML       0.004176
dtype: float64, 17653: const    -0.004087
vwretd    0.569190
SMB      -0.001539
HML       0.000883
dtype: float64, 17654: const     0.001844
vwretd    1.346951
SMB       0.006484
HML       0.002373
dtype: float64, 17655: const     0.035682
vwretd    0.705377
SMB       0.061427
HML      -0.010137
dtype: float64, 17656: const    -0.002819
vwretd    0.496784
SMB      -0.001616
HML       0.000758
dtype: float64, 17657: const     0.000105
vwretd    0.791440
SMB      -0.002147
HML       0.001014
dtype: float64, 17658: const     0.003002
vwretd    0.840403
SMB      -0.002301
HML       0.001784
dtype: float64, 17659: const    -0.000561
vwretd    0.912010
SMB       0.001895
HML       0.001461
dtype: float64, 17660: const    -0.004617
vwretd    0.712375
SMB      -0.001752
HML      -0.000429
dtype: float64, 17661: const    -0.019668
vwretd    1.222956
SMB      -0.003242
HML       0.002212
dtype: float64, 17662: const    -0.011748
vwretd    0.764746
SMB       0.016757
HML       0.001434
dtype: float64, 17663: const    -0.008260
vwretd    1.290878
SMB       0.008188
HML       0.011856
dtype: float64, 17664: const    -0.020095
vwretd    1.245921
SMB      -0.000112
HML       0.008753
dtype: float64, 17665: const    -0.001862
vwretd    1.147174
SMB      -0.000784
HML       0.000315
dtype: float64, 17666: const    -0.005737
vwretd    1.150505
SMB       0.001095
HML       0.002456
dtype: float64, 17667: const    -0.007526
vwretd    1.190253
SMB      -0.001360
HML       0.004297
dtype: float64, 17668: const    -0.000826
vwretd    0.122302
SMB      -0.001296
HML      -0.001425
dtype: float64, 17669: const    -0.004241
vwretd    0.587070
SMB       0.002382
HML       0.002121
dtype: float64, 17670: const     0.002034
vwretd    1.072603
SMB       0.006627
HML      -0.000138
dtype: float64, 17671: const     0.003566
vwretd    1.066689
SMB       0.007880
HML       0.008224
dtype: float64, 17672: const    -0.024743
vwretd    1.142292
SMB       0.005212
HML       0.002208
dtype: float64, 17673: const     0.000345
vwretd   -0.560774
SMB       0.013841
HML      -0.020704
dtype: float64, 17674: const    -0.002096
vwretd    0.222802
SMB      -0.000578
HML      -0.000582
dtype: float64, 17676: const     0.004335
vwretd    1.267366
SMB       0.003597
HML       0.006946
dtype: float64, 17677: const     0.000915
vwretd    1.546003
SMB       0.006725
HML       0.008935
dtype: float64, 17678: const    -0.034447
vwretd    1.110763
SMB       0.014361
HML      -0.009476
dtype: float64, 17679: const    -0.004019
vwretd    0.752988
SMB       0.008550
HML       0.006835
dtype: float64, 17680: const    -0.026086
vwretd    0.887207
SMB       0.034630
HML      -0.007829
dtype: float64, 17683: const     0.007673
vwretd    0.138148
SMB       0.003606
HML       0.003733
dtype: float64, 17684: const     0.020809
vwretd    0.553687
SMB       0.007040
HML      -0.001959
dtype: float64, 17685: const     0.010618
vwretd    0.968516
SMB       0.005104
HML      -0.011139
dtype: float64, 17686: const     0.002247
vwretd    1.256752
SMB       0.006280
HML       0.000850
dtype: float64, 17688: const     0.007839
vwretd    1.186465
SMB       0.013598
HML      -0.009663
dtype: float64, 17689: const    -0.001142
vwretd    0.780717
SMB       0.010213
HML       0.006247
dtype: float64, 17690: const    -0.096962
vwretd    1.058520
SMB       0.010968
HML       0.002850
dtype: float64, 17691: const    -0.010918
vwretd    2.014667
SMB       0.017363
HML      -0.001061
dtype: float64, 17692: const     0.006018
vwretd    0.658918
SMB       0.002141
HML       0.007823
dtype: float64, 17693: const    -0.008685
vwretd    2.443498
SMB       0.021342
HML       0.003396
dtype: float64, 17694: const    -0.035849
vwretd    0.950365
SMB       0.003165
HML      -0.004966
dtype: float64, 17695: const    -0.021641
vwretd    1.404601
SMB       0.031436
HML      -0.007356
dtype: float64, 17696: const    -0.001261
vwretd    0.134532
SMB       0.002788
HML       0.001715
dtype: float64, 17697: const    -0.018897
vwretd    1.202911
SMB       0.008088
HML      -0.000823
dtype: float64, 17698: const    -0.004003
vwretd    0.960954
SMB       0.013920
HML      -0.011185
dtype: float64, 17699: const     0.001975
vwretd    0.929054
SMB      -0.002418
HML       0.002321
dtype: float64, 17700: const     0.006777
vwretd    1.432391
SMB       0.006936
HML      -0.005956
dtype: float64, 17701: const     0.013450
vwretd    0.899106
SMB       0.011205
HML      -0.009798
dtype: float64, 17702: const     0.001305
vwretd    1.011795
SMB      -0.000931
HML       0.000595
dtype: float64, 17703: const    -0.013151
vwretd    2.879897
SMB       0.011604
HML      -0.002210
dtype: float64, 17704: const     0.000190
vwretd    0.139967
SMB      -0.000483
HML      -0.000677
dtype: float64, 17705: const     0.004165
vwretd    0.387047
SMB      -0.000136
HML       0.003832
dtype: float64, 17706: const     0.001054
vwretd    0.037637
SMB       0.000312
HML       0.000211
dtype: float64, 17707: const    -0.000502
vwretd    0.221851
SMB      -0.000544
HML      -0.001069
dtype: float64, 17708: const     0.000796
vwretd    0.035502
SMB       0.000230
HML       0.000061
dtype: float64, 17709: const     0.008679
vwretd    0.457364
SMB       0.006852
HML       0.004599
dtype: float64, 17710: const     0.002192
vwretd    0.942102
SMB      -0.001485
HML      -0.000285
dtype: float64, 17711: const     0.064670
vwretd    0.003742
SMB       0.025087
HML       0.044572
dtype: float64, 17712: const     0.000716
vwretd    1.186297
SMB       0.006460
HML       0.011401
dtype: float64, 17713: const    -0.002869
vwretd    0.965636
SMB       0.000385
HML       0.002624
dtype: float64, 17714: const     0.014759
vwretd    0.001032
SMB       0.033796
HML      -0.008047
dtype: float64, 17715: const     0.008422
vwretd    0.452442
SMB       0.008090
HML      -0.001657
dtype: float64, 17716: const     0.014863
vwretd    0.675423
SMB       0.011598
HML       0.004469
dtype: float64, 17717: const     0.006867
vwretd    0.569807
SMB       0.000937
HML       0.000885
dtype: float64, 17718: const    -0.002793
vwretd    1.497398
SMB       0.008002
HML       0.004358
dtype: float64, 17719: const     0.013062
vwretd    0.616722
SMB       0.011924
HML      -0.007851
dtype: float64, 17720: const     0.000623
vwretd    0.822851
SMB      -0.001926
HML       0.003482
dtype: float64, 17721: const    -0.000445
vwretd    0.875405
SMB      -0.000826
HML      -0.002667
dtype: float64, 17722: const     0.001038
vwretd    0.975149
SMB      -0.000444
HML       0.002911
dtype: float64, 17723: const    -0.000977
vwretd    1.307888
SMB       0.008880
HML       0.008458
dtype: float64, 17724: const    -0.006053
vwretd    1.181393
SMB       0.008406
HML       0.001739
dtype: float64, 17725: const    -0.000389
vwretd    1.132613
SMB       0.009620
HML       0.004740
dtype: float64, 17726: const     0.004528
vwretd    0.897423
SMB       0.006215
HML      -0.000622
dtype: float64, 17728: const     0.000716
vwretd    1.292487
SMB       0.005676
HML       0.006883
dtype: float64, 17729: const    -0.002364
vwretd    1.104908
SMB       0.005748
HML       0.000021
dtype: float64, 17730: const    -0.000059
vwretd    1.123225
SMB       0.004674
HML       0.003493
dtype: float64, 17731: const     0.000508
vwretd    1.030287
SMB      -0.002966
HML      -0.001622
dtype: float64, 17732: const    -0.003244
vwretd    1.034475
SMB       0.003309
HML       0.006028
dtype: float64, 17733: const    -0.001360
vwretd    1.083473
SMB       0.003176
HML       0.007435
dtype: float64, 17734: const    -0.003034
vwretd    1.150556
SMB       0.014502
HML       0.003805
dtype: float64, 17735: const     0.003932
vwretd    1.281496
SMB       0.006544
HML       0.009623
dtype: float64, 17736: const    -0.000093
vwretd    1.143615
SMB       0.000761
HML      -0.002388
dtype: float64, 17737: const     0.002290
vwretd    0.636653
SMB      -0.006595
HML       0.001310
dtype: float64, 17738: const     0.002422
vwretd    1.153592
SMB       0.000388
HML      -0.000759
dtype: float64, 17739: const    -0.001383
vwretd    0.972102
SMB      -0.001235
HML       0.000792
dtype: float64, 17740: const     0.003361
vwretd    1.072194
SMB      -0.001195
HML       0.003284
dtype: float64, 17741: const     0.002382
vwretd    1.127256
SMB      -0.000433
HML       0.002242
dtype: float64, 17742: const     0.000334
vwretd    1.395923
SMB       0.010924
HML       0.003373
dtype: float64, 17743: const     0.008323
vwretd    0.738109
SMB      -0.001919
HML       0.005949
dtype: float64, 17744: const     0.003204
vwretd    0.840298
SMB      -0.000618
HML      -0.000796
dtype: float64, 17745: const     0.001361
vwretd    1.041709
SMB       0.002114
HML       0.004999
dtype: float64, 17746: const     0.001147
vwretd    1.032030
SMB       0.000332
HML       0.002373
dtype: float64, 17747: const     0.004627
vwretd    1.429764
SMB       0.008818
HML       0.014824
dtype: float64, 17748: const     0.002440
vwretd    0.636552
SMB      -0.003109
HML       0.001460
dtype: float64, 17749: const    -0.003459
vwretd    1.282444
SMB       0.002653
HML       0.002984
dtype: float64, 17750: const     0.003757
vwretd    0.754017
SMB       0.001226
HML       0.002636
dtype: float64, 17751: const     0.003567
vwretd    0.700293
SMB       0.011937
HML      -0.002741
dtype: float64, 17752: const     0.020365
vwretd    0.001980
SMB       0.027270
HML       0.024018
dtype: float64, 17753: const     0.015210
vwretd    0.002440
SMB       0.042660
HML       0.030707
dtype: float64, 17754: const    -0.005518
vwretd    1.286076
SMB       0.005855
HML       0.004885
dtype: float64, 17757: const     0.001869
vwretd    0.000996
SMB      -0.000165
HML       0.000017
dtype: float64, 17758: const     0.001390
vwretd    0.092648
SMB       0.000373
HML      -0.000308
dtype: float64, 17759: const     0.001949
vwretd    0.027595
SMB      -0.000090
HML       0.000158
dtype: float64, 17760: const     0.001133
vwretd    0.079069
SMB       0.000394
HML       0.000426
dtype: float64, 17761: const     0.001624
vwretd    0.034369
SMB       0.000024
HML      -0.000079
dtype: float64, 17762: const     0.026815
vwretd    0.002323
SMB       0.028092
HML       0.028909
dtype: float64, 17763: const     0.021853
vwretd    0.002097
SMB       0.025811
HML       0.027810
dtype: float64, 17764: const     0.001425
vwretd    0.875970
SMB      -0.002827
HML       0.000350
dtype: float64, 17765: const     0.000818
vwretd    0.229153
SMB       0.000071
HML      -0.000586
dtype: float64, 17766: const     0.001183
vwretd    0.195181
SMB      -0.000045
HML      -0.000504
dtype: float64, 17767: const    -0.001194
vwretd    0.207116
SMB       0.000355
HML       0.000824
dtype: float64, 17768: const     0.001427
vwretd    0.163644
SMB       0.000121
HML      -0.000265
dtype: float64, 17769: const     0.012008
vwretd    1.102832
SMB       0.006135
HML      -0.010125
dtype: float64, 17770: const     0.011670
vwretd    0.180792
SMB       0.003171
HML       0.002808
dtype: float64, 17771: const    -0.000688
vwretd    0.345390
SMB       0.000509
HML       0.000787
dtype: float64, 17772: const     0.001681
vwretd    0.122488
SMB       0.000344
HML      -0.000095
dtype: float64, 17773: const    -0.000593
vwretd    0.311828
SMB       0.001010
HML       0.001103
dtype: float64, 17774: const     0.002143
vwretd    0.075595
SMB       0.000250
HML      -0.000040
dtype: float64, 17775: const    -0.000707
vwretd    0.224517
SMB       0.000826
HML       0.000879
dtype: float64, 17776: const     0.002158
vwretd    0.045214
SMB       0.000072
HML      -0.000097
dtype: float64, 17777: const     0.001811
vwretd    0.607211
SMB       0.006430
HML       0.000042
dtype: float64, 17778: const     0.009223
vwretd    0.832417
SMB      -0.003534
HML       0.004188
dtype: float64, 17779: const    -0.001354
vwretd    0.329113
SMB      -0.000655
HML      -0.001128
dtype: float64, 17780: const    -0.001028
vwretd    0.635033
SMB      -0.000649
HML       0.003560
dtype: float64, 17781: const    -0.024963
vwretd    0.571015
SMB       0.006343
HML      -0.005615
dtype: float64, 17782: const    -0.013539
vwretd    1.563439
SMB       0.012771
HML      -0.008204
dtype: float64, 17783: const     0.002155
vwretd    2.280294
SMB       0.018653
HML       0.019517
dtype: float64, 17784: const    -0.002253
vwretd    1.676837
SMB      -0.036749
HML      -0.018541
dtype: float64, 17785: const     0.054315
vwretd    1.789430
SMB       0.024606
HML       0.003246
dtype: float64, 17786: const    -0.037578
vwretd   -0.240964
SMB       0.016856
HML       0.001193
dtype: float64, 17787: const     0.002968
vwretd    1.366752
SMB       0.001812
HML       0.007759
dtype: float64, 17788: const    -0.017176
vwretd    1.976200
SMB       0.003749
HML       0.000864
dtype: float64, 17789: const    -0.000630
vwretd    1.661604
SMB       0.000687
HML       0.012891
dtype: float64, 17790: const     0.002342
vwretd    1.122294
SMB       0.001999
HML       0.001540
dtype: float64, 17791: const     0.023592
vwretd    0.586578
SMB       0.004615
HML       0.005710
dtype: float64, 17792: const    -0.004013
vwretd    1.141139
SMB       0.011375
HML       0.000014
dtype: float64, 17793: const     0.000369
vwretd    1.418166
SMB       0.004924
HML       0.009317
dtype: float64, 17794: const     0.001425
vwretd    1.360970
SMB       0.004476
HML       0.006873
dtype: float64, 17795: const     0.006739
vwretd    1.097322
SMB       0.002434
HML       0.012864
dtype: float64, 17796: const     0.008331
vwretd    0.730416
SMB       0.020265
HML       0.032197
dtype: float64, 17797: const     0.026640
vwretd    0.574243
SMB       0.007268
HML       0.006136
dtype: float64, 17798: const     0.021205
vwretd    0.523811
SMB       0.003898
HML       0.011908
dtype: float64, 17799: const     0.034745
vwretd    1.400571
SMB       0.012931
HML      -0.003899
dtype: float64, 17800: const    -0.003681
vwretd    0.535113
SMB       0.007894
HML       0.011689
dtype: float64, 17801: const     0.020491
vwretd    0.753877
SMB       0.010462
HML      -0.002661
dtype: float64, 17802: const     0.007060
vwretd    0.671691
SMB       0.010826
HML       0.010016
dtype: float64, 17803: const    -0.013700
vwretd    0.995336
SMB       0.001152
HML       0.000599
dtype: float64, 17805: const     0.000913
vwretd    1.090007
SMB       0.001069
HML      -0.003234
dtype: float64, 17806: const     0.000309
vwretd    1.250959
SMB       0.000575
HML       0.003552
dtype: float64, 17807: const     0.056140
vwretd    1.142231
SMB       0.027254
HML       0.004079
dtype: float64, 17808: const    -0.015492
vwretd    1.287091
SMB       0.029656
HML      -0.005985
dtype: float64, 17809: const     0.001515
vwretd    1.689449
SMB       0.033060
HML       0.007493
dtype: float64, 17810: const     0.001320
vwretd    0.681503
SMB       0.003033
HML       0.001484
dtype: float64, 17811: const    -0.006641
vwretd    1.166253
SMB       0.025577
HML      -0.012186
dtype: float64, 17812: const     0.031844
vwretd    2.129844
SMB       0.034818
HML      -0.009043
dtype: float64, 17813: const    -0.025857
vwretd    1.152001
SMB       0.012556
HML      -0.001976
dtype: float64, 17814: const    -0.006247
vwretd    1.281856
SMB       0.007831
HML       0.008649
dtype: float64, 17815: const     0.004216
vwretd    0.904062
SMB      -0.001483
HML      -0.005002
dtype: float64, 17816: const    -0.041091
vwretd    1.088828
SMB       0.034022
HML      -0.004943
dtype: float64, 17817: const     0.015025
vwretd   -0.323050
SMB       0.011843
HML      -0.006595
dtype: float64, 17818: const    -0.002402
vwretd    0.794936
SMB       0.009212
HML       0.008733
dtype: float64, 17819: const     0.002704
vwretd    0.056944
SMB       0.000358
HML      -0.000477
dtype: float64, 17820: const     0.150183
vwretd   -0.670343
SMB       0.046447
HML       0.002327
dtype: float64, 17821: const     0.018740
vwretd   -0.004463
SMB       0.052307
HML      -0.002919
dtype: float64, 17822: const     0.001377
vwretd    0.887447
SMB       0.007036
HML       0.000585
dtype: float64, 17823: const    -0.007266
vwretd    0.340214
SMB       0.017262
HML       0.004034
dtype: float64, 17824: const     0.005288
vwretd    0.011349
SMB       0.000194
HML       0.000296
dtype: float64, 17825: const    -0.050579
vwretd    0.207296
SMB       0.023432
HML      -0.003781
dtype: float64, 17826: const    -0.002511
vwretd   -0.019482
SMB       0.026373
HML       0.005086
dtype: float64, 17827: const    -0.039037
vwretd    1.532102
SMB       0.032583
HML       0.007577
dtype: float64, 17828: const    -0.002845
vwretd    1.198323
SMB       0.003368
HML       0.003956
dtype: float64, 17830: const     0.001935
vwretd    1.172336
SMB      -0.000461
HML       0.003054
dtype: float64, 17831: const    -0.002694
vwretd    1.142660
SMB       0.020571
HML       0.008856
dtype: float64, 17832: const    -0.017502
vwretd    0.516970
SMB       0.006967
HML      -0.005926
dtype: float64, 17833: const    -0.000697
vwretd    0.757988
SMB      -0.003312
HML      -0.003450
dtype: float64, 17834: const     0.002844
vwretd    0.947428
SMB      -0.003971
HML      -0.002456
dtype: float64, 17835: const    -0.000062
vwretd    0.979797
SMB       0.004842
HML       0.009214
dtype: float64, 17836: const     0.014549
vwretd    0.958239
SMB       0.020106
HML       0.020690
dtype: float64, 17837: const     0.024789
vwretd    1.287056
SMB       0.013234
HML      -0.005631
dtype: float64, 17838: const     0.012990
vwretd    0.551542
SMB       0.004994
HML       0.002439
dtype: float64, 17839: const     0.001021
vwretd    0.477333
SMB       0.008711
HML      -0.001579
dtype: float64, 17840: const    -0.000629
vwretd    0.753419
SMB       0.008991
HML       0.002800
dtype: float64, 17842: const     0.009661
vwretd    0.712879
SMB       0.009456
HML       0.001859
dtype: float64, 17843: const    -0.001138
vwretd    1.171556
SMB       0.007695
HML       0.003625
dtype: float64, 17845: const     0.000457
vwretd    0.362814
SMB       0.000740
HML       0.001044
dtype: float64, 17846: const    -0.000963
vwretd    0.290179
SMB      -0.001493
HML      -0.001638
dtype: float64, 17847: const     0.006154
vwretd    0.407742
SMB      -0.000697
HML       0.005615
dtype: float64, 17848: const    -0.000309
vwretd    0.151116
SMB      -0.002060
HML       0.004325
dtype: float64, 17849: const    -0.002057
vwretd    1.248952
SMB       0.001774
HML       0.007105
dtype: float64, 17850: const    -0.024708
vwretd    1.125500
SMB       0.006691
HML       0.010293
dtype: float64, 17851: const     0.000130
vwretd    0.451371
SMB      -0.000483
HML      -0.000559
dtype: float64, 17852: const     0.011138
vwretd    1.248648
SMB       0.011082
HML       0.002460
dtype: float64, 17853: const     0.000141
vwretd    0.143671
SMB       0.000647
HML       0.000282
dtype: float64, 17854: const     0.052343
vwretd   -1.587574
SMB       0.215627
HML       0.018113
dtype: float64, 17855: const     0.021491
vwretd    1.088389
SMB       0.008598
HML      -0.009690
dtype: float64, 17856: const    -0.003552
vwretd    0.469415
SMB       0.003512
HML       0.001710
dtype: float64, 17857: const     0.006367
vwretd    1.325888
SMB       0.003287
HML      -0.000944
dtype: float64, 17858: const    -0.170836
vwretd    1.103192
SMB       0.011973
HML       0.034600
dtype: float64, 17859: const    -0.003171
vwretd    1.621019
SMB       0.015439
HML       0.005618
dtype: float64, 17860: const    -0.008674
vwretd    1.521005
SMB       0.003678
HML       0.008902
dtype: float64, 17862: const    -0.005107
vwretd    0.844738
SMB      -0.001812
HML       0.000162
dtype: float64, 17863: const    -0.001316
vwretd    0.886232
SMB      -0.003730
HML       0.000479
dtype: float64, 17864: const     0.025784
vwretd    0.343220
SMB       0.000121
HML      -0.008789
dtype: float64, 17865: const    -0.001418
vwretd    1.269964
SMB       0.005001
HML       0.003425
dtype: float64, 17866: const     0.018278
vwretd    0.737957
SMB       0.025799
HML      -0.000115
dtype: float64, 17867: const    -0.014727
vwretd    1.224542
SMB       0.003205
HML       0.003419
dtype: float64, 17868: const    -0.062416
vwretd    0.959106
SMB       0.007967
HML      -0.004516
dtype: float64, 17869: const     0.012536
vwretd    0.881456
SMB       0.030259
HML       0.002838
dtype: float64, 17870: const    -0.053230
vwretd    1.460647
SMB       0.009905
HML      -0.001574
dtype: float64, 17871: const    -0.055651
vwretd    1.481805
SMB       0.001519
HML      -0.011520
dtype: float64, 17872: const    -0.006979
vwretd    1.149334
SMB       0.009066
HML      -0.006923
dtype: float64, 17873: const     0.022834
vwretd    1.449524
SMB       0.002882
HML      -0.003671
dtype: float64, 17874: const     0.002127
vwretd    0.498590
SMB       0.008440
HML       0.003720
dtype: float64, 17875: const     0.027331
vwretd    0.938950
SMB       0.001788
HML       0.006135
dtype: float64, 17876: const    -0.001232
vwretd    2.367664
SMB       0.021506
HML      -0.010822
dtype: float64, 17877: const    -0.027029
vwretd    0.933115
SMB      -0.002065
HML      -0.003104
dtype: float64, 17878: const     0.115780
vwretd   -0.875000
SMB       0.036232
HML      -0.001508
dtype: float64, 17879: const    -0.012784
vwretd    1.554975
SMB       0.008417
HML       0.000394
dtype: float64, 17880: const     0.045371
vwretd    1.166905
SMB       0.008595
HML      -0.008638
dtype: float64, 17881: const    -0.003978
vwretd    1.254441
SMB       0.014270
HML       0.010677
dtype: float64, 17882: const    -0.093299
vwretd    2.925034
SMB       0.005668
HML       0.021548
dtype: float64, 17883: const     0.311718
vwretd   -2.745544
SMB       0.104254
HML      -0.002556
dtype: float64, 17884: const     0.036928
vwretd    0.663211
SMB       0.010207
HML       0.008283
dtype: float64, 17885: const    -0.014200
vwretd    1.043341
SMB       0.036019
HML      -0.014304
dtype: float64, 17886: const    -0.016418
vwretd    2.346383
SMB       0.047898
HML      -0.003589
dtype: float64, 17887: const    -0.003916
vwretd    1.458308
SMB       0.003117
HML      -0.001039
dtype: float64, 17888: const    -0.046726
vwretd    1.028336
SMB      -0.000417
HML      -0.005813
dtype: float64, 17889: const     0.012858
vwretd   -0.150171
SMB       0.026258
HML      -0.006174
dtype: float64, 17890: const    -0.017469
vwretd    0.733331
SMB      -0.009126
HML      -0.002435
dtype: float64, 17891: const     0.002498
vwretd    2.549002
SMB       0.023954
HML       0.000734
dtype: float64, 17892: const    -0.038404
vwretd    1.608529
SMB       0.032247
HML      -0.002765
dtype: float64, 17893: const    -0.005648
vwretd    1.304498
SMB       0.007211
HML      -0.008699
dtype: float64, 17894: const    -0.082992
vwretd   -0.229399
SMB       0.028109
HML      -0.053473
dtype: float64, 17895: const     0.021702
vwretd    0.736424
SMB       0.019467
HML      -0.009047
dtype: float64, 17898: const     0.002214
vwretd    2.006549
SMB       0.025942
HML       0.001539
dtype: float64, 17899: const     0.028748
vwretd    0.991211
SMB       0.033417
HML      -0.030781
dtype: float64, 17900: const    -0.025524
vwretd    0.016012
SMB       0.003793
HML      -0.007576
dtype: float64, 17901: const    -0.059562
vwretd    0.886746
SMB       0.004234
HML      -0.001311
dtype: float64, 17902: const    -0.006773
vwretd    1.317036
SMB       0.009554
HML       0.010964
dtype: float64, 17903: const     0.008347
vwretd    0.836663
SMB       0.014147
HML       0.001977
dtype: float64, 17904: const     0.043447
vwretd    1.737399
SMB       0.061137
HML      -0.002282
dtype: float64, 17905: const    -0.026448
vwretd    1.013832
SMB       0.007775
HML      -0.012254
dtype: float64, 17906: const    -0.006502
vwretd    1.721658
SMB       0.020106
HML      -0.005002
dtype: float64, 17907: const     0.004675
vwretd    1.307789
SMB       0.036313
HML      -0.013282
dtype: float64, 17908: const    -0.035699
vwretd    1.475366
SMB       0.007478
HML      -0.005869
dtype: float64, 17910: const    -0.004018
vwretd    1.188855
SMB       0.008049
HML       0.013972
dtype: float64, 17911: const     0.012185
vwretd    0.136202
SMB       0.019575
HML      -0.011632
dtype: float64, 17912: const     0.009308
vwretd    1.302401
SMB       0.012213
HML      -0.005760
dtype: float64, 17913: const    -0.035148
vwretd    0.477597
SMB       0.008462
HML      -0.008502
dtype: float64, 17914: const    -0.011851
vwretd    0.779497
SMB      -0.000180
HML       0.001675
dtype: float64, 17915: const    -0.005291
vwretd    1.141404
SMB       0.010656
HML       0.000689
dtype: float64, 17916: const    -0.035109
vwretd    0.664391
SMB       0.021364
HML       0.000873
dtype: float64, 17917: const    -0.004835
vwretd    1.004166
SMB       0.002380
HML      -0.000609
dtype: float64, 17918: const     0.003325
vwretd    0.427931
SMB       0.001721
HML       0.000836
dtype: float64, 17919: const     0.006039
vwretd    1.428115
SMB      -0.002796
HML       0.000170
dtype: float64, 17920: const    -0.011142
vwretd    0.310445
SMB       0.012694
HML       0.000493
dtype: float64, 17921: const    -0.000532
vwretd    0.434913
SMB       0.000179
HML       0.000326
dtype: float64, 17922: const     0.000464
vwretd    0.072394
SMB       0.000249
HML       0.000156
dtype: float64, 17923: const    -0.000219
vwretd    0.194504
SMB       0.000420
HML       0.000301
dtype: float64, 17924: const     0.000153
vwretd    0.210553
SMB       0.001372
HML       0.000725
dtype: float64, 17925: const    -0.001151
vwretd    0.100606
SMB      -0.000332
HML      -0.000479
dtype: float64, 17926: const    -0.001255
vwretd    0.446140
SMB       0.000406
HML       0.000708
dtype: float64, 17927: const     0.001061
vwretd    1.004317
SMB      -0.001671
HML      -0.000163
dtype: float64, 17928: const     0.004427
vwretd    0.237027
SMB      -0.004198
HML      -0.001369
dtype: float64, 17929: const     0.003033
vwretd    0.669530
SMB      -0.000224
HML       0.002313
dtype: float64, 17930: const     0.023423
vwretd    0.937087
SMB       0.018317
HML       0.003006
dtype: float64, 17931: const    -0.001900
vwretd    1.021206
SMB       0.007137
HML      -0.001990
dtype: float64, 17932: const    -0.002688
vwretd    0.609199
SMB       0.001123
HML       0.000582
dtype: float64, 17933: const    -0.003490
vwretd    0.941686
SMB      -0.001732
HML       0.002128
dtype: float64, 17934: const    -0.003679
vwretd    0.947339
SMB      -0.001579
HML       0.000512
dtype: float64, 17935: const    -0.003711
vwretd    0.170878
SMB       0.000107
HML      -0.000131
dtype: float64, 17936: const     0.000187
vwretd    1.076885
SMB       0.008454
HML      -0.007161
dtype: float64, 17937: const    -0.136904
vwretd    1.054631
SMB      -0.023781
HML      -0.008627
dtype: float64, 17938: const     0.001199
vwretd    0.112762
SMB       0.021256
HML      -0.002393
dtype: float64, 17939: const    -0.078093
vwretd    2.054279
SMB       0.011238
HML      -0.010808
dtype: float64, 17940: const    -0.005240
vwretd    1.030340
SMB      -0.001570
HML      -0.000534
dtype: float64, 17941: const     0.005609
vwretd    0.233551
SMB      -0.004285
HML      -0.001494
dtype: float64, 17942: const     0.002752
vwretd    0.669710
SMB      -0.000751
HML       0.001531
dtype: float64, 17944: const     0.005176
vwretd    1.048767
SMB       0.001746
HML      -0.002819
dtype: float64, 17945: const    -0.002466
vwretd    1.246258
SMB       0.003799
HML       0.006896
dtype: float64, 17946: const    -0.002125
vwretd    0.866952
SMB       0.027741
HML       0.011533
dtype: float64, 17947: const    -0.058522
vwretd    1.981308
SMB       0.028833
HML       0.003246
dtype: float64, 17948: const     0.020870
vwretd    0.696953
SMB       0.015176
HML      -0.013563
dtype: float64, 17949: const     0.041999
vwretd    2.590574
SMB       0.039702
HML      -0.010652
dtype: float64, 17950: const     0.004559
vwretd    1.168497
SMB       0.011262
HML       0.000059
dtype: float64, 17951: const    -0.042776
vwretd    0.570184
SMB       0.013488
HML       0.001222
dtype: float64, 17952: const    -0.014770
vwretd    1.432777
SMB       0.000652
HML       0.007510
dtype: float64, 17953: const     0.002880
vwretd    0.913285
SMB       0.002480
HML      -0.000106
dtype: float64, 17954: const    -0.015277
vwretd    0.502201
SMB       0.019282
HML       0.015947
dtype: float64, 17955: const    -0.012796
vwretd    2.739567
SMB       0.025888
HML      -0.011690
dtype: float64, 17956: const     0.000037
vwretd    1.815169
SMB       0.015982
HML       0.017043
dtype: float64, 17957: const     0.022356
vwretd    1.118323
SMB       0.010103
HML       0.007120
dtype: float64, 17958: const     0.052541
vwretd    2.084220
SMB       0.034769
HML      -0.028557
dtype: float64, 17959: const    -0.003723
vwretd    0.838185
SMB       0.011534
HML      -0.003542
dtype: float64, 17960: const     0.004031
vwretd    1.026564
SMB       0.010594
HML       0.002955
dtype: float64, 17961: const     0.001234
vwretd    0.941018
SMB       0.002238
HML       0.003210
dtype: float64, 17962: const     0.007145
vwretd    1.005948
SMB       0.007749
HML       0.003576
dtype: float64, 17963: const    -0.000821
vwretd   -1.470554
SMB      -0.010780
HML      -0.005047
dtype: float64, 17964: const     0.025721
vwretd    0.915851
SMB       0.028218
HML       0.004790
dtype: float64, 17966: const    -0.006558
vwretd    1.284880
SMB       0.007199
HML      -0.007610
dtype: float64, 17967: const    -0.028180
vwretd    0.559522
SMB       0.033545
HML       0.011358
dtype: float64, 17968: const     0.010683
vwretd    0.004118
SMB       0.004083
HML      -0.006977
dtype: float64, 17969: const     0.004121
vwretd   -0.049797
SMB       0.007131
HML      -0.000137
dtype: float64, 17970: const     0.013159
vwretd    0.489526
SMB       0.000181
HML       0.010311
dtype: float64, 17971: const     0.001916
vwretd    0.626050
SMB       0.007453
HML       0.002901
dtype: float64, 17972: const     0.040896
vwretd    0.373538
SMB       0.021218
HML      -0.003793
dtype: float64, 17973: const     0.052770
vwretd    2.066379
SMB       0.008607
HML      -0.002515
dtype: float64, 17974: const     0.031366
vwretd    1.201691
SMB       0.022621
HML      -0.000353
dtype: float64, 17975: const    -0.207488
vwretd    1.996778
SMB      -0.085552
HML      -0.010341
dtype: float64, 17976: const    -0.006330
vwretd    1.170179
SMB      -0.005733
HML      -0.004368
dtype: float64, 17977: const    -0.047373
vwretd    1.714159
SMB       0.054000
HML       0.011933
dtype: float64, 17978: const    -0.003029
vwretd   -0.450856
SMB       0.005117
HML      -0.003645
dtype: float64, 17979: const    -0.086951
vwretd   -0.439930
SMB       0.023624
HML       0.001859
dtype: float64, 17980: const     0.011608
vwretd    0.239228
SMB       0.044301
HML       0.006963
dtype: float64, 17981: const    -0.062964
vwretd    0.989400
SMB       0.026670
HML       0.014289
dtype: float64, 17982: const    -0.000066
vwretd    0.950438
SMB       0.002836
HML       0.002987
dtype: float64, 17983: const     0.000998
vwretd   -0.000403
SMB      -0.000067
HML      -0.000008
dtype: float64, 17984: const     0.025272
vwretd    1.152197
SMB       0.011134
HML      -0.004118
dtype: float64, 17985: const     0.001679
vwretd    1.004908
SMB       0.003166
HML      -0.000107
dtype: float64, 17986: const    -0.002076
vwretd    0.490046
SMB       0.000934
HML       0.000978
dtype: float64, 17987: const     0.002053
vwretd    1.721014
SMB       0.001312
HML      -0.002974
dtype: float64, 17989: const    -0.004373
vwretd    0.834174
SMB       0.015833
HML       0.008087
dtype: float64, 17990: const    -0.002179
vwretd    0.446039
SMB       0.000809
HML       0.001214
dtype: float64, 17991: const    -0.002971
vwretd    0.310260
SMB      -0.000075
HML      -0.000124
dtype: float64, 17992: const     0.000769
vwretd    0.941678
SMB       0.000333
HML       0.004896
dtype: float64, 17993: const     0.001041
vwretd    1.023208
SMB      -0.001698
HML      -0.000775
dtype: float64, 17994: const    -0.001031
vwretd    1.236604
SMB       0.010579
HML      -0.001594
dtype: float64, 17995: const     0.004893
vwretd   -0.012713
SMB      -0.000503
HML      -0.000558
dtype: float64, 17998: const     0.006538
vwretd    0.034064
SMB      -0.001853
HML      -0.001194
dtype: float64, 17999: const     0.003709
vwretd    0.121671
SMB      -0.000615
HML      -0.000383
dtype: float64, 18000: const     0.002207
vwretd    0.302091
SMB      -0.000296
HML       0.000566
dtype: float64, 18001: const    -0.000360
vwretd    0.126198
SMB      -0.000282
HML      -0.000549
dtype: float64, 18002: const    -0.001887
vwretd    0.296100
SMB      -0.000417
HML      -0.000828
dtype: float64, 18003: const     0.004371
vwretd   -0.081311
SMB      -0.001931
HML      -0.001299
dtype: float64, 18004: const     0.004429
vwretd   -0.014989
SMB      -0.002044
HML      -0.001502
dtype: float64, 18005: const     0.001721
vwretd    1.209674
SMB       0.000108
HML       0.000448
dtype: float64, 18006: const     0.000069
vwretd    0.978449
SMB       0.000458
HML       0.001728
dtype: float64, 18007: const    -0.009494
vwretd    1.166974
SMB       0.007246
HML      -0.005743
dtype: float64, 18008: const    -0.000451
vwretd    0.792095
SMB       0.014442
HML       0.002846
dtype: float64, 18009: const    -0.045245
vwretd    0.988994
SMB       0.012282
HML       0.015685
dtype: float64, 18010: const     0.012907
vwretd   -0.098727
SMB       0.005298
HML       0.008211
dtype: float64, 18011: const     0.012094
vwretd    1.694252
SMB       0.015461
HML       0.000839
dtype: float64, 18012: const    -0.011655
vwretd    1.092230
SMB       0.006150
HML       0.009897
dtype: float64, 18013: const    -0.001750
vwretd    1.756055
SMB       0.008405
HML      -0.000235
dtype: float64, 18015: const     0.000581
vwretd    0.271824
SMB      -0.001078
HML      -0.001324
dtype: float64, 18016: const     0.001786
vwretd    0.961910
SMB       0.000877
HML       0.000103
dtype: float64, 18017: const     0.032132
vwretd    0.827842
SMB       0.013238
HML      -0.009954
dtype: float64, 18018: const    -0.019388
vwretd    1.398920
SMB      -0.008407
HML      -0.000001
dtype: float64, 18019: const     0.001455
vwretd    0.893361
SMB       0.001588
HML       0.003850
dtype: float64, 18020: const     0.003424
vwretd    1.026343
SMB      -0.001611
HML      -0.000326
dtype: float64, 18021: const    -0.000390
vwretd    0.613934
SMB      -0.000963
HML       0.000226
dtype: float64, 18022: const     0.000532
vwretd    0.443043
SMB      -0.000311
HML       0.000263
dtype: float64, 18023: const    -0.001176
vwretd    0.403703
SMB      -0.000676
HML       0.000156
dtype: float64, 18024: const     0.000462
vwretd    1.277089
SMB       0.015235
HML       0.002106
dtype: float64, 18025: const    -0.038019
vwretd    2.373189
SMB       0.028811
HML       0.026160
dtype: float64, 18026: const    -0.001412
vwretd    0.414700
SMB       0.000533
HML       0.001090
dtype: float64, 18027: const    -0.000469
vwretd    0.294739
SMB      -0.000032
HML      -0.000698
dtype: float64, 18028: const    -0.002670
vwretd    0.853395
SMB       0.001718
HML       0.002150
dtype: float64, 18029: const    -0.001671
vwretd    0.973804
SMB      -0.001123
HML       0.003233
dtype: float64, 18030: const    -0.000592
vwretd    0.456392
SMB       0.005880
HML      -0.003024
dtype: float64, 18032: const     0.006671
vwretd    0.766726
SMB       0.000811
HML      -0.002696
dtype: float64, 18033: const    -0.001367
vwretd    1.875298
SMB       0.011083
HML      -0.004758
dtype: float64, 18035: const     0.005659
vwretd    0.225919
SMB      -0.004302
HML      -0.001500
dtype: float64, 18036: const     0.009525
vwretd    1.342299
SMB      -0.004439
HML      -0.004333
dtype: float64, 18037: const    -0.002912
vwretd    0.580030
SMB      -0.001463
HML       0.001345
dtype: float64, 18038: const    -0.004335
vwretd    0.537772
SMB       0.001810
HML       0.002278
dtype: float64, 18039: const    -0.000205
vwretd    0.959547
SMB      -0.002620
HML      -0.001671
dtype: float64, 18040: const     0.003828
vwretd    1.359342
SMB      -0.002786
HML      -0.001731
dtype: float64, 18041: const    -0.014127
vwretd    0.964249
SMB      -0.014100
HML      -0.038842
dtype: float64, 18042: const    -0.000995
vwretd   -0.130334
SMB      -0.005591
HML      -0.001722
dtype: float64, 18043: const     0.005204
vwretd    0.780977
SMB       0.009472
HML       0.008129
dtype: float64, 18044: const    -0.017269
vwretd    1.585288
SMB       0.011143
HML      -0.020077
dtype: float64, 18045: const     0.000554
vwretd    0.439572
SMB       0.009113
HML      -0.002776
dtype: float64, 18046: const    -0.011944
vwretd    1.271199
SMB       0.020815
HML       0.009755
dtype: float64, 18047: const     0.000243
vwretd    1.444422
SMB       0.040368
HML       0.001152
dtype: float64, 18048: const    -0.000810
vwretd    1.749079
SMB       0.045234
HML       0.042257
dtype: float64, 18049: const     0.011568
vwretd    0.869576
SMB       0.004734
HML       0.012448
dtype: float64, 18050: const     0.028307
vwretd    0.572097
SMB       0.013691
HML       0.012212
dtype: float64, 18051: const    -0.026941
vwretd    1.915726
SMB       0.029140
HML       0.012969
dtype: float64, 18052: const     0.001614
vwretd    0.532284
SMB       0.007460
HML       0.006782
dtype: float64, 18053: const     0.013215
vwretd    0.789546
SMB      -0.001059
HML       0.010794
dtype: float64, 18054: const    -0.083435
vwretd    0.289651
SMB       0.019359
HML      -0.003805
dtype: float64, 18055: const     0.007913
vwretd    2.335492
SMB      -0.004986
HML       0.013977
dtype: float64, 18056: const    -0.013780
vwretd    2.142855
SMB       0.047188
HML      -0.001525
dtype: float64, 18057: const     0.003504
vwretd    0.037030
SMB       0.000168
HML       0.000098
dtype: float64, 18058: const    -0.009647
vwretd    0.849545
SMB       0.008713
HML       0.004406
dtype: float64, 18059: const    -0.003716
vwretd    1.532637
SMB       0.002130
HML       0.008709
dtype: float64, 18060: const    -0.041597
vwretd    0.676504
SMB       0.041977
HML      -0.000203
dtype: float64, 18061: const    -0.015440
vwretd    0.818646
SMB      -0.005917
HML       0.008369
dtype: float64, 18062: const    -0.025239
vwretd    0.933760
SMB      -0.000441
HML       0.003509
dtype: float64, 18063: const    -0.028506
vwretd    2.563354
SMB       0.006527
HML       0.006279
dtype: float64, 18064: const    -0.012403
vwretd    0.680326
SMB       0.007411
HML       0.000072
dtype: float64, 18065: const    -0.003249
vwretd    1.115652
SMB       0.044036
HML       0.013721
dtype: float64, 18066: const     0.002428
vwretd    1.047439
SMB       0.000467
HML      -0.002536
dtype: float64, 18067: const    -0.000398
vwretd    1.355096
SMB       0.014401
HML       0.001633
dtype: float64, 18068: const    -0.003369
vwretd    0.878738
SMB      -0.000771
HML       0.000906
dtype: float64, 18069: const    -0.000293
vwretd    0.166110
SMB       0.000196
HML      -0.000435
dtype: float64, 18070: const     0.000132
vwretd    0.410008
SMB       0.000793
HML       0.002043
dtype: float64, 18071: const    -0.088814
vwretd    0.389463
SMB       0.014663
HML      -0.009886
dtype: float64, 18072: const    -0.003152
vwretd    0.866747
SMB      -0.001137
HML       0.001164
dtype: float64, 18073: const     0.005506
vwretd    1.080014
SMB       0.003824
HML      -0.000103
dtype: float64, 18074: const     0.000458
vwretd    0.929635
SMB      -0.002482
HML       0.000309
dtype: float64, 18075: const    -0.004506
vwretd    0.961380
SMB       0.010789
HML       0.005611
dtype: float64, 18076: const     0.040534
vwretd    0.522501
SMB       0.016393
HML      -0.010062
dtype: float64, 18077: const    -0.025829
vwretd    2.724011
SMB       0.030096
HML      -0.006660
dtype: float64, 18078: const    -0.001036
vwretd    0.854420
SMB      -0.000899
HML       0.001254
dtype: float64, 18079: const     0.004414
vwretd    0.890122
SMB       0.003520
HML      -0.002105
dtype: float64, 18080: const    -0.001027
vwretd    0.277361
SMB       0.000053
HML      -0.000635
dtype: float64, 18081: const    -0.001411
vwretd    0.142862
SMB      -0.000290
HML      -0.000645
dtype: float64, 18082: const    -0.004789
vwretd    0.667400
SMB       0.003036
HML       0.002575
dtype: float64, 18083: const    -0.001731
vwretd    0.661583
SMB       0.011148
HML       0.011105
dtype: float64, 18084: const      0.256125
vwretd    11.009526
SMB       -0.160096
HML       -0.070816
dtype: float64, 18085: const    -0.066400
vwretd   -0.050773
SMB       0.021718
HML       0.005214
dtype: float64, 18086: const    -0.004489
vwretd   -0.190772
SMB       0.014710
HML       0.000101
dtype: float64, 18087: const     0.052228
vwretd    1.640421
SMB       0.034871
HML      -0.014515
dtype: float64, 18088: const    -0.001827
vwretd    0.447639
SMB       0.001143
HML       0.000944
dtype: float64, 18089: const    -0.078895
vwretd    0.085878
SMB       0.005731
HML      -0.011229
dtype: float64, 18090: const    -0.005422
vwretd    0.545924
SMB       0.006629
HML       0.001512
dtype: float64, 18091: const     0.001842
vwretd    1.018387
SMB       0.006918
HML       0.005908
dtype: float64, 18092: const     0.014065
vwretd    0.925361
SMB      -0.002979
HML      -0.004603
dtype: float64, 18093: const    -0.001674
vwretd    0.077499
SMB       0.000137
HML      -0.000032
dtype: float64, 18094: const    -0.003696
vwretd    0.807480
SMB       0.000627
HML       0.001435
dtype: float64, 18095: const     0.000849
vwretd    1.033715
SMB      -0.000928
HML      -0.001033
dtype: float64, 18096: const     0.009492
vwretd   -0.361408
SMB       0.034416
HML       0.003624
dtype: float64, 18097: const    -0.022785
vwretd    1.359949
SMB       0.002944
HML      -0.002314
dtype: float64, 18098: const     0.011052
vwretd    1.116711
SMB       0.029102
HML      -0.015734
dtype: float64, 18099: const    -0.012645
vwretd    0.482335
SMB      -0.001473
HML      -0.000358
dtype: float64, 18100: const     0.058448
vwretd    1.498933
SMB       0.031769
HML      -0.011660
dtype: float64, 18101: const    -0.001950
vwretd    0.152270
SMB      -0.000870
HML      -0.001081
dtype: float64, 18102: const     0.122382
vwretd    0.857053
SMB       0.160828
HML      -0.003124
dtype: float64, 18103: const    -0.034724
vwretd    1.255935
SMB       0.011966
HML      -0.002847
dtype: float64, 18104: const     0.008949
vwretd    0.770863
SMB       0.005389
HML      -0.005283
dtype: float64, 18105: const    -0.733802
vwretd    5.778828
SMB       0.057927
HML      -0.098249
dtype: float64, 18106: const     0.007610
vwretd    1.350359
SMB       0.010115
HML       0.009338
dtype: float64, 18107: const     0.005370
vwretd    0.035213
SMB       0.008419
HML       0.002898
dtype: float64, 18108: const     0.014260
vwretd    0.381525
SMB       0.003434
HML       0.005204
dtype: float64, 18109: const     0.020727
vwretd    2.295719
SMB       0.002947
HML       0.003913
dtype: float64, 18110: const    -0.001720
vwretd    1.089097
SMB       0.001757
HML       0.006582
dtype: float64, 18111: const     0.000928
vwretd    0.850468
SMB      -0.003289
HML      -0.001392
dtype: float64, 18112: const    -0.004766
vwretd    1.566678
SMB       0.002111
HML       0.006264
dtype: float64, 18113: const    -0.014647
vwretd    0.488419
SMB       0.029362
HML       0.000921
dtype: float64, 18114: const    -0.023025
vwretd    0.464575
SMB       0.017425
HML      -0.011069
dtype: float64, 18115: const     0.002877
vwretd    0.061846
SMB       0.007196
HML       0.006323
dtype: float64, 18116: const     0.060090
vwretd   -0.880534
SMB       0.125476
HML       0.003881
dtype: float64, 18117: const    -0.006584
vwretd    0.905112
SMB       0.003539
HML       0.001558
dtype: float64, 18118: const    -0.002251
vwretd    0.928374
SMB       0.001036
HML       0.003681
dtype: float64, 18119: const    -0.004210
vwretd    0.635636
SMB       0.001048
HML       0.003215
dtype: float64, 18120: const    -0.019593
vwretd    0.928159
SMB       0.012436
HML       0.020673
dtype: float64, 18121: const    -0.002384
vwretd    0.197847
SMB       0.012121
HML       0.003677
dtype: float64, 18122: const     0.003179
vwretd    0.973896
SMB      -0.000390
HML       0.002028
dtype: float64, 18123: const     0.002383
vwretd    1.082270
SMB       0.007811
HML       0.003310
dtype: float64, 18125: const     0.001159
vwretd   -3.281709
SMB       0.099615
HML       0.011241
dtype: float64, 18126: const     0.065030
vwretd    0.623809
SMB       0.008594
HML      -0.005578
dtype: float64, 18127: const    -0.067996
vwretd    0.381213
SMB       0.039926
HML      -0.002162
dtype: float64, 18128: const     0.003750
vwretd    0.630853
SMB       0.020736
HML      -0.006131
dtype: float64, 18129: const     0.013198
vwretd   -0.205706
SMB      -0.012374
HML      -0.019927
dtype: float64, 18130: const    -0.006134
vwretd    1.787014
SMB       0.027353
HML      -0.003920
dtype: float64, 18131: const    -0.038221
vwretd    0.554578
SMB       0.023195
HML       0.003908
dtype: float64, 18132: const     0.010416
vwretd    0.008256
SMB       0.037412
HML       0.008803
dtype: float64, 18133: const    -0.009399
vwretd    0.712739
SMB       0.007786
HML      -0.012084
dtype: float64, 18134: const    -0.004671
vwretd    1.245102
SMB       0.038301
HML      -0.002951
dtype: float64, 18135: const    -0.007969
vwretd    0.774594
SMB       0.018400
HML      -0.011911
dtype: float64, 18136: const    -0.004260
vwretd    1.051221
SMB       0.016507
HML      -0.013174
dtype: float64, 18137: const    -0.014414
vwretd    0.323334
SMB       0.031912
HML      -0.006897
dtype: float64, 18138: const     0.017688
vwretd    1.718178
SMB       0.011160
HML       0.005775
dtype: float64, 18139: const     0.007000
vwretd    1.697479
SMB       0.012193
HML       0.011440
dtype: float64, 18140: const    -0.012096
vwretd   -0.144027
SMB       0.013055
HML      -0.007313
dtype: float64, 18141: const     0.005743
vwretd    1.979553
SMB      -0.007123
HML      -0.002645
dtype: float64, 18142: const     0.002913
vwretd    1.745614
SMB       0.031444
HML       0.008558
dtype: float64, 18143: const     0.008744
vwretd    1.039737
SMB      -0.007603
HML       0.000757
dtype: float64, 18144: const     0.008897
vwretd    0.502774
SMB       0.008794
HML       0.003024
dtype: float64, 18145: const     0.000134
vwretd    2.530215
SMB       0.001914
HML      -0.002187
dtype: float64, 18147: const    -0.000626
vwretd    1.225408
SMB       0.004766
HML       0.002237
dtype: float64, 18148: const    -0.001057
vwretd    0.394608
SMB       0.019874
HML       0.005230
dtype: float64, 18149: const    -0.012678
vwretd    0.437769
SMB       0.007073
HML       0.001287
dtype: float64, 18150: const    -0.022177
vwretd    2.086393
SMB       0.000792
HML       0.004528
dtype: float64, 18151: const    -0.077464
vwretd    2.154588
SMB       0.045572
HML       0.002018
dtype: float64, 18153: const    -0.000100
vwretd    0.159649
SMB      -0.000047
HML      -0.000696
dtype: float64, 18154: const    -0.010645
vwretd    0.898894
SMB       0.003956
HML       0.006673
dtype: float64, 18155: const     0.001122
vwretd    0.720155
SMB       0.009022
HML       0.000338
dtype: float64, 18156: const    -0.009554
vwretd    1.404683
SMB       0.001457
HML       0.004411
dtype: float64, 18157: const     0.003799
vwretd    0.977754
SMB      -0.002222
HML       0.000934
dtype: float64, 18158: const    -0.007331
vwretd    1.031087
SMB       0.002713
HML       0.006855
dtype: float64, 18159: const    -0.006535
vwretd    0.974486
SMB       0.001777
HML       0.006714
dtype: float64, 18160: const     0.000599
vwretd    0.539736
SMB      -0.000456
HML       0.004107
dtype: float64, 18161: const     0.000488
vwretd    0.218958
SMB      -0.000804
HML      -0.001031
dtype: float64, 18162: const    -0.044768
vwretd    1.485480
SMB       0.007443
HML      -0.013473
dtype: float64, 18163: const     0.004835
vwretd    0.733361
SMB      -0.003159
HML      -0.000022
dtype: float64, 18164: const    -0.004855
vwretd    1.460982
SMB       0.012299
HML       0.007032
dtype: float64, 18165: const     0.001161
vwretd    0.631599
SMB      -0.000592
HML       0.000323
dtype: float64, 18166: const     0.001663
vwretd    0.410991
SMB      -0.000234
HML       0.000450
dtype: float64, 18167: const     0.000073
vwretd    0.342189
SMB      -0.000567
HML       0.000345
dtype: float64, 18168: const    -0.000108
vwretd    0.218602
SMB       0.001032
HML       0.000734
dtype: float64, 18169: const    -0.000642
vwretd    0.146918
SMB       0.000695
HML       0.000385
dtype: float64, 18170: const    -0.000107
vwretd    0.110695
SMB       0.000452
HML       0.000268
dtype: float64, 18171: const    -0.003547
vwretd    1.409104
SMB       0.009044
HML      -0.002117
dtype: float64, 18172: const    -0.074801
vwretd    2.495472
SMB       0.038286
HML       0.007111
dtype: float64, 18173: const     7.058456e-04
vwretd    7.722999e-02
SMB       2.474476e-04
HML      -1.439334e-07
dtype: float64, 18174: const    -0.001400
vwretd    0.143456
SMB      -0.001084
HML      -0.001419
dtype: float64, 18175: const     0.000005
vwretd    0.136571
SMB      -0.000138
HML      -0.000640
dtype: float64, 18176: const     0.000724
vwretd    0.019892
SMB       0.000006
HML      -0.000103
dtype: float64, 18177: const    -0.000564
vwretd    1.003271
SMB      -0.001473
HML       0.002120
dtype: float64, 18178: const    -0.000968
vwretd    1.023576
SMB       0.008576
HML      -0.003075
dtype: float64, 18179: const    -0.001199
vwretd    0.399106
SMB      -0.000318
HML      -0.000900
dtype: float64, 18180: const    -0.000376
vwretd    1.002817
SMB       0.003003
HML       0.001912
dtype: float64, 18181: const     0.000637
vwretd    1.057948
SMB       0.009946
HML      -0.000906
dtype: float64, 18182: const     0.019140
vwretd    1.110436
SMB       0.014676
HML      -0.002933
dtype: float64, 18183: const    -0.021319
vwretd    0.757230
SMB      -0.000668
HML       0.002763
dtype: float64, 18184: const     0.011705
vwretd    1.081208
SMB       0.022649
HML      -0.004230
dtype: float64, 18185: const     0.003693
vwretd   -0.634218
SMB      -0.003219
HML      -0.001343
dtype: float64, 18186: const    -0.002102
vwretd    1.074510
SMB      -0.000017
HML       0.002686
dtype: float64, 18187: const     0.004666
vwretd    0.741481
SMB       0.000817
HML      -0.004281
dtype: float64, 18188: const     0.000293
vwretd    0.892611
SMB      -0.001750
HML       0.000871
dtype: float64, 18189: const     0.000177
vwretd    0.772809
SMB      -0.003910
HML       0.002387
dtype: float64, 18190: const     0.036178
vwretd    0.595454
SMB       0.007800
HML      -0.007356
dtype: float64, 18191: const     0.009621
vwretd    0.203757
SMB       0.004908
HML       0.004029
dtype: float64, 18192: const     0.013539
vwretd    0.841017
SMB       0.005043
HML      -0.000994
dtype: float64, 18193: const     0.002363
vwretd    0.017755
SMB      -0.001543
HML       0.000743
dtype: float64, 18194: const     0.003134
vwretd    0.031229
SMB      -0.000526
HML       0.000370
dtype: float64, 18195: const    -0.008540
vwretd    1.238532
SMB      -0.008382
HML       0.000617
dtype: float64, 18196: const    -0.003598
vwretd    1.078009
SMB      -0.001017
HML      -0.002988
dtype: float64, 18197: const    -0.025512
vwretd    1.221589
SMB       0.020009
HML       0.004531
dtype: float64, 18198: const    -0.004020
vwretd    1.217574
SMB       0.003975
HML       0.006254
dtype: float64, 18199: const    -0.047516
vwretd    1.887163
SMB      -0.011594
HML      -0.002330
dtype: float64, 18200: const    -0.000047
vwretd    1.046001
SMB       0.008401
HML       0.005755
dtype: float64, 18201: const    -0.000928
vwretd    1.271899
SMB       0.035254
HML      -0.001887
dtype: float64, 18202: const    -0.013719
vwretd    1.862046
SMB      -0.006299
HML       0.000822
dtype: float64, 18203: const     0.046839
vwretd    1.600319
SMB       0.020496
HML      -0.005855
dtype: float64, 18204: const     0.016796
vwretd    0.056335
SMB      -0.001936
HML       0.002859
dtype: float64, 18205: const     0.044501
vwretd    4.600723
SMB      -0.009106
HML       0.036294
dtype: float64, 18206: const     0.010920
vwretd    0.291829
SMB       0.021999
HML      -0.004278
dtype: float64, 18207: const    -0.005505
vwretd    1.313429
SMB       0.011844
HML       0.005206
dtype: float64, 18208: const    -0.069507
vwretd    0.507481
SMB       0.029955
HML       0.002838
dtype: float64, 18209: const    -0.005801
vwretd    0.959894
SMB       0.025228
HML       0.003214
dtype: float64, 18210: const    -0.066618
vwretd    2.596965
SMB       0.017074
HML      -0.013780
dtype: float64, 18211: const    -0.041522
vwretd    0.192172
SMB       0.016021
HML       0.000946
dtype: float64, 18212: const     0.000670
vwretd    1.127577
SMB       0.013950
HML      -0.002494
dtype: float64, 18213: const    -0.020539
vwretd    2.165940
SMB       0.007609
HML       0.000138
dtype: float64, 18214: const     0.013432
vwretd    1.068802
SMB       0.021285
HML      -0.016766
dtype: float64, 18215: const     0.036817
vwretd   -0.069025
SMB       0.018686
HML       0.005264
dtype: float64, 18216: const    -0.004449
vwretd    0.369088
SMB      -0.000437
HML      -0.000663
dtype: float64, 18217: const    -0.017931
vwretd    0.497137
SMB       0.030262
HML       0.002702
dtype: float64, 18218: const    -0.002296
vwretd    0.518734
SMB      -0.002650
HML      -0.002758
dtype: float64, 18219: const    -0.015939
vwretd    0.724614
SMB       0.009106
HML       0.012688
dtype: float64, 18220: const     0.003070
vwretd    0.883411
SMB       0.017526
HML      -0.012839
dtype: float64, 18221: const     0.020804
vwretd    0.965897
SMB       0.047995
HML       0.003583
dtype: float64, 18222: const    -0.007685
vwretd    1.148013
SMB       0.006980
HML       0.006846
dtype: float64, 18223: const    -0.013110
vwretd    0.004266
SMB       0.010411
HML       0.001611
dtype: float64, 18224: const     0.059902
vwretd    1.261013
SMB       0.019257
HML       0.017079
dtype: float64, 18225: const     0.009679
vwretd   -1.942319
SMB       0.036407
HML       0.009788
dtype: float64, 18226: const    -0.009415
vwretd    2.348875
SMB      -0.026162
HML       0.003404
dtype: float64, 18227: const     0.010297
vwretd    0.994386
SMB       0.011350
HML       0.006313
dtype: float64, 18228: const    -0.175157
vwretd    3.550546
SMB       0.021539
HML       0.080458
dtype: float64, 18229: const    -0.015799
vwretd    3.638747
SMB       0.001064
HML      -0.008568
dtype: float64, 18230: const    -0.001382
vwretd   -2.958362
SMB       0.007610
HML       0.012325
dtype: float64, 18231: const    -0.007387
vwretd    0.907692
SMB       0.001052
HML       0.005681
dtype: float64, 18232: const     0.001555
vwretd    0.628561
SMB      -0.001406
HML      -0.000545
dtype: float64, 18233: const     0.005979
vwretd   -0.151269
SMB       0.001752
HML      -0.001149
dtype: float64, 18234: const     0.000019
vwretd    0.079061
SMB       0.000310
HML      -0.000150
dtype: float64, 18235: const    -0.000563
vwretd    0.693088
SMB       0.011750
HML       0.000267
dtype: float64, 18236: const    -0.006337
vwretd    0.490704
SMB       0.017838
HML       0.004762
dtype: float64, 18237: const     0.000562
vwretd    0.013406
SMB      -0.000088
HML      -0.000080
dtype: float64, 18238: const    -0.005866
vwretd    1.009108
SMB       0.002481
HML       0.001977
dtype: float64, 18239: const    -0.000167
vwretd    0.094205
SMB      -0.000149
HML      -0.000541
dtype: float64, 18240: const    -0.003450
vwretd    1.068489
SMB       0.007075
HML       0.001612
dtype: float64, 18241: const    -0.001327
vwretd    1.071530
SMB       0.006115
HML       0.006145
dtype: float64, 18242: const    -0.002096
vwretd    1.017715
SMB       0.001477
HML      -0.003140
dtype: float64, 18243: const    -0.000820
vwretd    1.306701
SMB       0.005584
HML       0.002402
dtype: float64, 18244: const     0.012177
vwretd    0.875700
SMB       0.011984
HML       0.001632
dtype: float64, 18245: const    -0.022145
vwretd    1.450027
SMB      -0.009787
HML       0.003452
dtype: float64, 18246: const     0.286867
vwretd   -8.429292
SMB       0.207912
HML       0.015027
dtype: float64, 18247: const     0.041298
vwretd   -0.961535
SMB       0.009891
HML      -0.024223
dtype: float64, 18248: const     0.009839
vwretd    0.949387
SMB       0.001466
HML      -0.003695
dtype: float64, 18249: const     0.006508
vwretd   -0.048957
SMB       0.003523
HML      -0.000963
dtype: float64, 18250: const     0.025102
vwretd    0.212907
SMB       0.023932
HML      -0.006276
dtype: float64, 18251: const    -0.005969
vwretd    1.513390
SMB       0.009329
HML       0.010570
dtype: float64, 18252: const    -0.082922
vwretd    2.162553
SMB      -0.025892
HML       0.021379
dtype: float64, 18253: const    -0.025214
vwretd    0.365352
SMB       0.005307
HML      -0.001783
dtype: float64, 18255: const     0.001040
vwretd    2.952901
SMB       0.036402
HML       0.008744
dtype: float64, 18256: const    -0.006802
vwretd    1.092533
SMB       0.005475
HML      -0.002889
dtype: float64, 18257: const    -0.029178
vwretd    1.670228
SMB      -0.000353
HML       0.000244
dtype: float64, 18258: const     0.001593
vwretd    0.688061
SMB       0.003945
HML      -0.005442
dtype: float64, 18259: const    -0.032538
vwretd    0.444740
SMB       0.020890
HML       0.008469
dtype: float64, 18260: const    -0.020936
vwretd    0.659117
SMB      -0.000284
HML      -0.007952
dtype: float64, 18261: const    -0.006909
vwretd   -0.423046
SMB       0.023383
HML       0.011687
dtype: float64, 18262: const     0.005499
vwretd    0.818087
SMB       0.003673
HML       0.006618
dtype: float64, 18263: const     0.039354
vwretd    1.277972
SMB       0.013341
HML      -0.013970
dtype: float64, 18264: const     0.012409
vwretd    0.776782
SMB       0.007723
HML      -0.003817
dtype: float64, 18266: const    -0.002767
vwretd    0.180697
SMB      -0.000763
HML      -0.000823
dtype: float64, 18267: const     0.007211
vwretd    1.035810
SMB      -0.006300
HML       0.001870
dtype: float64, 18268: const    -0.039480
vwretd    1.229226
SMB      -0.007501
HML       0.010076
dtype: float64, 18269: const     0.013723
vwretd   -1.276807
SMB      -0.001221
HML       0.006092
dtype: float64, 18270: const    -0.050179
vwretd    2.577780
SMB      -0.021721
HML       0.002152
dtype: float64, 18271: const    -0.020667
vwretd    1.029128
SMB      -0.001634
HML       0.009126
dtype: float64, 18272: const    -0.003548
vwretd    0.689261
SMB       0.000391
HML       0.001404
dtype: float64, 18273: const    -0.004670
vwretd    0.651171
SMB       0.002518
HML       0.001359
dtype: float64, 18274: const    -0.007144
vwretd    1.022191
SMB       0.008471
HML      -0.001294
dtype: float64, 18275: const    -0.002325
vwretd    0.685840
SMB       0.000230
HML       0.001199
dtype: float64, 18276: const     0.001090
vwretd    0.341378
SMB       0.001307
HML       0.001253
dtype: float64, 18277: const    -0.012364
vwretd    0.152719
SMB      -0.002449
HML       0.003979
dtype: float64, 18278: const     0.000132
vwretd    0.462274
SMB       0.007737
HML      -0.001636
dtype: float64, 18279: const    -0.047087
vwretd    0.146499
SMB       0.053931
HML      -0.015109
dtype: float64, 18280: const     0.001339
vwretd    0.522150
SMB       0.008695
HML      -0.001126
dtype: float64, 18281: const     0.004285
vwretd    0.338374
SMB       0.009273
HML      -0.003197
dtype: float64, 18282: const     0.009049
vwretd    0.023277
SMB       0.004618
HML      -0.001758
dtype: float64, 18283: const    -0.001327
vwretd    0.255474
SMB       0.011919
HML      -0.001340
dtype: float64, 18284: const     0.001257
vwretd    0.067235
SMB       0.000213
HML       0.001191
dtype: float64, 18285: const    -0.002863
vwretd    0.856194
SMB       0.000382
HML       0.003740
dtype: float64, 18286: const    -0.001931
vwretd    0.890537
SMB       0.008144
HML       0.002505
dtype: float64, 18287: const    -0.008339
vwretd    0.853865
SMB       0.021739
HML       0.013525
dtype: float64, 18288: const     0.006089
vwretd   -0.094069
SMB       0.000160
HML      -0.000557
dtype: float64, 18289: const     0.005059
vwretd   -0.141378
SMB       0.000867
HML      -0.000517
dtype: float64, 18290: const    -0.003225
vwretd    0.324394
SMB      -0.000580
HML      -0.001162
dtype: float64, 18291: const    -0.002424
vwretd    0.172282
SMB      -0.000856
HML      -0.001182
dtype: float64, 18292: const    -0.045152
vwretd    0.497688
SMB       0.014506
HML      -0.001960
dtype: float64, 18293: const    -0.002152
vwretd    0.424196
SMB       0.002243
HML       0.001802
dtype: float64, 18294: const    -0.012775
vwretd    0.788396
SMB      -0.000085
HML       0.024648
dtype: float64, 18295: const    -0.094546
vwretd    1.605021
SMB       0.014396
HML       0.006760
dtype: float64, 18296: const    -0.004169
vwretd    0.788710
SMB      -0.000199
HML       0.001975
dtype: float64, 18297: const    -0.001677
vwretd    1.023312
SMB       0.002742
HML       0.006589
dtype: float64, 18298: const    -0.006196
vwretd    0.586958
SMB       0.000180
HML       0.002752
dtype: float64, 18299: const    -0.000586
vwretd    0.576429
SMB       0.012175
HML      -0.002914
dtype: float64, 18300: const     0.002678
vwretd    0.233031
SMB      -0.001846
HML      -0.000304
dtype: float64, 18301: const    -0.145039
vwretd    1.460938
SMB       0.063917
HML       0.008421
dtype: float64, 18302: const    -0.014661
vwretd   -0.222992
SMB       0.025962
HML      -0.015021
dtype: float64, 18303: const    -0.067304
vwretd    0.490001
SMB       0.017530
HML       0.005882
dtype: float64, 18304: const    -0.006191
vwretd    1.099786
SMB      -0.002669
HML       0.002373
dtype: float64, 18305: const    -0.005610
vwretd    1.179686
SMB       0.033096
HML       0.001684
dtype: float64, 18306: const     0.052649
vwretd   -0.538343
SMB       0.038083
HML      -0.002610
dtype: float64, 18307: const    -0.104455
vwretd    3.400969
SMB      -0.024052
HML      -0.065017
dtype: float64, 18308: const     0.009185
vwretd    0.856331
SMB       0.019294
HML      -0.004278
dtype: float64, 18309: const    -0.013263
vwretd    1.404338
SMB       0.011013
HML      -0.003170
dtype: float64, 18311: const     0.011538
vwretd    0.752760
SMB       0.006262
HML       0.004186
dtype: float64, 18312: const     0.084750
vwretd    1.763859
SMB       0.023613
HML      -0.014258
dtype: float64, 18313: const     0.091905
vwretd    0.700073
SMB       0.034695
HML       0.024790
dtype: float64, 18314: const     0.000556
vwretd    0.578678
SMB       0.045366
HML      -0.007628
dtype: float64, 18315: const    -0.001116
vwretd    0.974515
SMB       0.005498
HML       0.002407
dtype: float64, 18316: const    -0.000261
vwretd    0.825419
SMB       0.024859
HML       0.001701
dtype: float64, 18317: const     0.032142
vwretd    0.209791
SMB       0.018134
HML      -0.000315
dtype: float64, 18318: const    -0.002717
vwretd    0.675595
SMB       0.000202
HML      -0.001386
dtype: float64, 18320: const    -0.069356
vwretd    2.317823
SMB       0.034659
HML      -0.013820
dtype: float64, 18321: const      1.307421
vwretd   -25.126674
SMB        0.668587
HML        0.066144
dtype: float64, 18322: const    -0.015088
vwretd    1.452741
SMB       0.005705
HML      -0.003907
dtype: float64, 18323: const     0.001538
vwretd    1.201329
SMB       0.005252
HML       0.009187
dtype: float64, 18324: const    -0.006216
vwretd    1.230574
SMB       0.009674
HML       0.004935
dtype: float64, 18325: const    -0.041637
vwretd    1.639190
SMB       0.009064
HML      -0.009079
dtype: float64, 18326: const    -0.052528
vwretd   -0.276186
SMB       0.040535
HML       0.003669
dtype: float64, 18327: const     0.014302
vwretd    1.293508
SMB       0.011951
HML       0.000943
dtype: float64, 18328: const    -0.010632
vwretd    0.940914
SMB       0.009628
HML      -0.002654
dtype: float64, 18329: const    -0.004213
vwretd    0.726551
SMB       0.001577
HML       0.001313
dtype: float64, 18330: const     0.022313
vwretd    0.527085
SMB       0.008371
HML       0.005800
dtype: float64, 18331: const    -0.002898
vwretd    1.305592
SMB       0.018116
HML       0.002554
dtype: float64, 18332: const    -0.001468
vwretd    1.021421
SMB       0.007163
HML       0.005439
dtype: float64, 18333: const    -0.009570
vwretd    0.687884
SMB      -0.005879
HML       0.000606
dtype: float64, 18334: const     0.004764
vwretd    1.254454
SMB       0.000427
HML      -0.001462
dtype: float64, 18335: const    -0.005722
vwretd    1.061054
SMB       0.011441
HML       0.003066
dtype: float64, 18336: const    -0.000036
vwretd    1.034845
SMB      -0.006235
HML      -0.001810
dtype: float64, 18337: const     0.005143
vwretd    1.188185
SMB      -0.002742
HML      -0.006637
dtype: float64, 18338: const    -0.004431
vwretd    0.853601
SMB       0.000228
HML       0.006228
dtype: float64, 18339: const     0.009524
vwretd    0.472148
SMB       0.007307
HML       0.004828
dtype: float64, 18340: const    -0.005022
vwretd    1.233028
SMB      -0.004860
HML      -0.002277
dtype: float64, 18341: const     0.011096
vwretd   -2.798454
SMB       0.011907
HML       0.014639
dtype: float64, 18342: const    -0.022760
vwretd    3.525331
SMB      -0.003191
HML      -0.005472
dtype: float64, 18343: const    -0.002834
vwretd    0.148227
SMB      -0.001464
HML      -0.002366
dtype: float64, 18344: const    -0.098559
vwretd    0.805313
SMB       0.044752
HML       0.003218
dtype: float64, 18345: const    -0.000105
vwretd    0.293807
SMB       0.000017
HML       0.000017
dtype: float64, 18346: const    -0.000479
vwretd    0.687488
SMB      -0.000916
HML       0.000325
dtype: float64, 18347: const    -0.000417
vwretd    0.488041
SMB      -0.000732
HML       0.000400
dtype: float64, 18348: const    -0.001306
vwretd    0.148537
SMB      -0.000844
HML      -0.001258
dtype: float64, 18349: const    -0.003935
vwretd    1.699170
SMB       0.010715
HML       0.011765
dtype: float64, 18350: const    -0.010691
vwretd    2.966428
SMB       0.009270
HML      -0.005597
dtype: float64, 18351: const    -0.014910
vwretd    2.319933
SMB      -0.002849
HML      -0.004378
dtype: float64, 18352: const     0.001844
vwretd   -2.836046
SMB      -0.002798
HML       0.004958
dtype: float64, 18353: const     0.008388
vwretd   -1.983674
SMB       0.006689
HML       0.008332
dtype: float64, 18354: const     0.001438
vwretd    0.990309
SMB       0.000133
HML       0.002271
dtype: float64, 18355: const    -0.000813
vwretd    0.112725
SMB       0.000785
HML       0.000568
dtype: float64, 18356: const     0.007211
vwretd    0.346871
SMB       0.000637
HML       0.005687
dtype: float64, 18357: const    -0.004090
vwretd    0.600015
SMB       0.005823
HML       0.001827
dtype: float64, 18358: const     0.001630
vwretd    0.932998
SMB       0.015358
HML       0.000297
dtype: float64, 18359: const    -0.005223
vwretd    0.181360
SMB       0.004642
HML       0.003164
dtype: float64, 18360: const    -0.003191
vwretd    0.451005
SMB       0.004788
HML      -0.003067
dtype: float64, 18361: const    -0.001875
vwretd    0.262645
SMB       0.005574
HML       0.000235
dtype: float64, 18362: const    -0.001662
vwretd    0.139594
SMB       0.000343
HML       0.000160
dtype: float64, 18363: const    -0.051274
vwretd    0.101452
SMB       0.039566
HML       0.009779
dtype: float64, 18364: const     0.013307
vwretd   -0.399573
SMB       0.025708
HML      -0.004627
dtype: float64, 18365: const    -0.076336
vwretd    1.501508
SMB       0.039940
HML       0.000134
dtype: float64, 18366: const    -0.000670
vwretd    1.009336
SMB       0.011561
HML      -0.003225
dtype: float64, 18367: const    -0.042033
vwretd    0.945947
SMB      -0.024111
HML       0.002071
dtype: float64, 18368: const     0.040843
vwretd    1.775046
SMB      -0.003398
HML      -0.001190
dtype: float64, 18369: const    -0.008205
vwretd    0.646810
SMB       0.010997
HML       0.007654
dtype: float64, 18370: const    -0.060328
vwretd    1.253456
SMB       0.002293
HML      -0.008188
dtype: float64, 18372: const    -0.090458
vwretd    0.228095
SMB       0.055920
HML      -0.008922
dtype: float64, 18374: const     0.005011
vwretd    1.031072
SMB       0.004768
HML      -0.003023
dtype: float64, 18375: const    -0.030371
vwretd    0.289123
SMB       0.019234
HML       0.003342
dtype: float64, 18376: const     0.000500
vwretd    0.693283
SMB       0.013384
HML      -0.010801
dtype: float64, 18377: const    -0.033155
vwretd    1.086347
SMB       0.015311
HML      -0.006539
dtype: float64, 18380: const    -0.013337
vwretd    1.408509
SMB       0.010444
HML      -0.006524
dtype: float64, 18381: const    -0.163775
vwretd    3.485933
SMB      -0.040592
HML      -0.025444
dtype: float64, 18382: const     0.005546
vwretd    1.014839
SMB      -0.003783
HML      -0.001230
dtype: float64, 18384: const    -0.005738
vwretd    1.077089
SMB       0.001924
HML       0.004545
dtype: float64, 18385: const    -0.005044
vwretd    1.006949
SMB       0.004658
HML       0.004610
dtype: float64, 18386: const    -0.000901
vwretd    0.997937
SMB       0.003273
HML       0.002715
dtype: float64, 18387: const    -0.004579
vwretd    0.774081
SMB      -0.002009
HML       0.000630
dtype: float64, 18388: const    -0.005299
vwretd    0.608000
SMB       0.001781
HML       0.002537
dtype: float64, 18389: const     0.000230
vwretd    1.367057
SMB       0.002720
HML       0.007442
dtype: float64, 18390: const    -0.005537
vwretd    0.751019
SMB       0.020409
HML       0.002884
dtype: float64, 18391: const     0.005306
vwretd    0.751862
SMB       0.010095
HML      -0.000435
dtype: float64, 18392: const    -0.012567
vwretd    1.326046
SMB       0.001550
HML      -0.001363
dtype: float64, 18393: const     0.017276
vwretd    0.003093
SMB       0.080475
HML       0.012898
dtype: float64, 18394: const     0.001054
vwretd    0.869813
SMB       0.001937
HML       0.003913
dtype: float64, 18395: const    -0.031283
vwretd    0.131846
SMB       0.036679
HML      -0.006443
dtype: float64, 18396: const     0.050472
vwretd    0.008521
SMB       0.023824
HML      -0.009668
dtype: float64, 18399: const    -0.032646
vwretd   -0.037727
SMB       0.081383
HML       0.019034
dtype: float64, 18400: const     0.013358
vwretd    0.424226
SMB       0.005620
HML       0.003368
dtype: float64, 18401: const    -0.051608
vwretd    1.255895
SMB       0.018529
HML      -0.008272
dtype: float64, 18402: const    -0.047483
vwretd    0.205997
SMB       0.022081
HML      -0.003046
dtype: float64, 18403: const    -0.001867
vwretd    0.963974
SMB      -0.000398
HML       0.000611
dtype: float64, 18404: const     0.057322
vwretd   -0.614636
SMB      -0.018661
HML      -0.024959
dtype: float64, 18405: const    -0.036474
vwretd   -0.147878
SMB      -0.001283
HML      -0.005224
dtype: float64, 18406: const     0.022795
vwretd    1.957615
SMB       0.013703
HML      -0.008398
dtype: float64, 18407: const     0.049224
vwretd    0.485043
SMB       0.008313
HML       0.001408
dtype: float64, 18408: const    -0.014317
vwretd    0.272892
SMB       0.023879
HML      -0.023102
dtype: float64, 18409: const    -0.058658
vwretd    1.197986
SMB       0.020317
HML      -0.005694
dtype: float64, 18410: const     0.018926
vwretd    0.330789
SMB       0.012655
HML      -0.003090
dtype: float64, 18411: const     0.001014
vwretd    0.806190
SMB       0.002586
HML       0.008430
dtype: float64, 18412: const    -0.040286
vwretd   -1.023872
SMB      -0.058972
HML      -0.042996
dtype: float64, 18413: const    -0.046542
vwretd    1.205897
SMB       0.014244
HML       0.005047
dtype: float64, 18414: const     0.023017
vwretd    0.556189
SMB       0.008781
HML       0.011883
dtype: float64, 18415: const    -0.055277
vwretd    1.784396
SMB       0.019842
HML      -0.010142
dtype: float64, 18416: const    -0.044039
vwretd    2.505224
SMB       0.038968
HML      -0.000226
dtype: float64, 18417: const    -0.002752
vwretd    0.295329
SMB       0.001863
HML       0.000959
dtype: float64, 18418: const     0.026963
vwretd    0.488956
SMB       0.011655
HML      -0.004298
dtype: float64, 18419: const    -0.086237
vwretd    0.925639
SMB       0.014452
HML      -0.004572
dtype: float64, 18420: const    -0.005001
vwretd    0.781472
SMB       0.001186
HML       0.004869
dtype: float64, 18421: const    -0.007039
vwretd    0.836927
SMB       0.000794
HML       0.004888
dtype: float64, 18422: const     0.009450
vwretd    0.789294
SMB       0.002471
HML       0.007855
dtype: float64, 18423: const    -0.013818
vwretd    2.162869
SMB       0.006286
HML       0.012068
dtype: float64, 18424: const    -0.008882
vwretd    1.023696
SMB       0.007722
HML       0.002967
dtype: float64, 18425: const    -0.007103
vwretd    1.836659
SMB       0.024887
HML       0.006910
dtype: float64, 18426: const     0.032116
vwretd    0.291728
SMB      -0.014824
HML       0.013652
dtype: float64, 18427: const     0.006657
vwretd    2.400776
SMB       0.013479
HML      -0.014349
dtype: float64, 18428: const    -0.003237
vwretd    1.188001
SMB       0.000437
HML       0.008429
dtype: float64, 18429: const    -0.001616
vwretd    0.968287
SMB      -0.000507
HML       0.000215
dtype: float64, 18430: const     0.001357
vwretd    1.003185
SMB      -0.002039
HML      -0.000565
dtype: float64, 18431: const    -0.003092
vwretd    1.221193
SMB       0.001283
HML       0.001968
dtype: float64, 18432: const    -0.005119
vwretd    1.097998
SMB      -0.000028
HML       0.001410
dtype: float64, 18433: const    -0.012284
vwretd    0.220991
SMB      -0.002950
HML      -0.003403
dtype: float64, 18434: const     0.000079
vwretd    0.964956
SMB       0.001426
HML      -0.000444
dtype: float64, 18435: const     0.014241
vwretd    1.035533
SMB       0.009010
HML      -0.004129
dtype: float64, 18436: const     0.021746
vwretd    1.077835
SMB       0.003739
HML       0.000964
dtype: float64, 18437: const    -0.000199
vwretd    0.827565
SMB       0.005094
HML      -0.003887
dtype: float64, 18438: const     0.001541
vwretd    0.744135
SMB       0.006670
HML       0.005090
dtype: float64, 18439: const    -0.009129
vwretd    0.660963
SMB       0.009757
HML      -0.001514
dtype: float64, 18440: const    -0.010393
vwretd    1.207060
SMB       0.003933
HML      -0.003228
dtype: float64, 18441: const     0.003514
vwretd    1.011805
SMB      -0.000022
HML      -0.002875
dtype: float64, 18442: const    -0.004573
vwretd    0.993896
SMB       0.004736
HML       0.007725
dtype: float64, 18443: const    -0.000859
vwretd    0.054116
SMB      -0.000248
HML      -0.000416
dtype: float64, 18444: const     0.000992
vwretd    1.020809
SMB      -0.001262
HML      -0.000244
dtype: float64, 18445: const    -0.008547
vwretd    0.995886
SMB       0.002298
HML       0.000382
dtype: float64, 18446: const     0.002493
vwretd    1.303766
SMB       0.002885
HML       0.002592
dtype: float64, 18447: const    -0.042609
vwretd    0.350780
SMB       0.059058
HML       0.008495
dtype: float64, 18450: const    -0.006977
vwretd    0.822140
SMB       0.005821
HML       0.006247
dtype: float64, 18451: const    -0.004067
vwretd    0.304473
SMB       0.006206
HML       0.000779
dtype: float64, 18452: const    -0.030813
vwretd    1.387044
SMB       0.022579
HML       0.002704
dtype: float64, 18453: const    -0.010057
vwretd    1.598270
SMB       0.023815
HML      -0.006944
dtype: float64, 18454: const     0.004210
vwretd    0.466641
SMB       0.000782
HML      -0.001168
dtype: float64, 18455: const     0.004100
vwretd    0.738703
SMB       0.007136
HML       0.001257
dtype: float64, 18456: const     0.051974
vwretd    1.195931
SMB       0.016471
HML      -0.004311
dtype: float64, 18457: const    -0.038072
vwretd    1.228938
SMB       0.015545
HML      -0.001854
dtype: float64, 18458: const    -0.016344
vwretd    1.196394
SMB       0.050522
HML      -0.002702
dtype: float64, 18459: const    -0.005973
vwretd    0.828815
SMB       0.014673
HML       0.016192
dtype: float64, 18460: const     0.036303
vwretd   -0.857304
SMB       0.021575
HML       0.010890
dtype: float64, 18461: const    -0.030323
vwretd    1.603776
SMB      -0.023590
HML      -0.003737
dtype: float64, 18462: const     0.005971
vwretd    1.185019
SMB       0.012286
HML      -0.000137
dtype: float64, 18463: const    -0.008395
vwretd    0.279480
SMB       0.022715
HML       0.006946
dtype: float64, 18464: const    -0.028046
vwretd    1.304212
SMB       0.001619
HML      -0.005294
dtype: float64, 18465: const     0.011942
vwretd   -0.269586
SMB       0.004309
HML       0.004609
dtype: float64, 18466: const     0.066599
vwretd    0.291322
SMB       0.051623
HML       0.004807
dtype: float64, 18467: const     0.015113
vwretd    0.588694
SMB       0.047172
HML       0.002378
dtype: float64, 18468: const    -0.015821
vwretd    1.316046
SMB       0.002685
HML       0.002013
dtype: float64, 18469: const    -0.005627
vwretd    0.497072
SMB       0.003571
HML       0.000310
dtype: float64, 18470: const    -0.099034
vwretd   -0.263870
SMB       0.030019
HML       0.018015
dtype: float64, 18471: const    -0.032934
vwretd    1.164862
SMB       0.019444
HML       0.001303
dtype: float64, 18472: const    -0.002698
vwretd    0.539902
SMB       0.001497
HML       0.002662
dtype: float64, 18480: const     0.009929
vwretd    1.036772
SMB       0.002093
HML      -0.003900
dtype: float64, 18481: const     0.000561
vwretd    0.894450
SMB       0.001087
HML      -0.001087
dtype: float64, 18482: const     0.002746
vwretd    0.945640
SMB       0.017712
HML      -0.003678
dtype: float64, 18483: const     0.009521
vwretd    0.526123
SMB       0.049416
HML      -0.006864
dtype: float64, 18484: const     0.023379
vwretd   -0.167205
SMB       0.004191
HML      -0.016268
dtype: float64, 18485: const     0.004659
vwretd    0.854347
SMB       0.017482
HML      -0.002070
dtype: float64, 18489: const     0.001715
vwretd    1.122914
SMB       0.030039
HML       0.005850
dtype: float64, 18490: const    -0.002301
vwretd    0.912134
SMB       0.010594
HML       0.011564
dtype: float64, 18497: const    -0.001046
vwretd    1.295610
SMB       0.006030
HML       0.010696
dtype: float64, 18498: const    -0.046672
vwretd    2.833365
SMB      -0.012654
HML      -0.000008
dtype: float64, 18513: const    -0.035131
vwretd    1.625180
SMB       0.020992
HML       0.000558
dtype: float64, 18514: const     0.002534
vwretd    1.519855
SMB       0.009580
HML       0.007464
dtype: float64, 18515: const     0.016100
vwretd    1.814529
SMB       0.009326
HML       0.011762
dtype: float64, 18516: const    -0.003610
vwretd    0.742107
SMB       0.004158
HML       0.002415
dtype: float64, 18517: const     0.000175
vwretd    0.040151
SMB       0.000354
HML       0.000168
dtype: float64, 18518: const     0.000785
vwretd    1.272211
SMB       0.009477
HML       0.002017
dtype: float64, 18519: const    -0.024235
vwretd    0.273799
SMB       0.015122
HML       0.022488
dtype: float64, 18520: const    -0.002409
vwretd    0.213386
SMB      -0.001023
HML       0.000107
dtype: float64, 18521: const    -0.000230
vwretd    0.384590
SMB      -0.001149
HML       0.000058
dtype: float64, 18522: const     0.000291
vwretd    0.561681
SMB      -0.001852
HML      -0.000145
dtype: float64, 18523: const    -0.000721
vwretd    0.122473
SMB       0.000115
HML      -0.000484
dtype: float64, 18524: const    -0.000716
vwretd    0.129864
SMB       0.000080
HML      -0.000610
dtype: float64, 18525: const    -0.000813
vwretd    0.145423
SMB      -0.000039
HML      -0.000690
dtype: float64, 18526: const     0.004580
vwretd    1.059798
SMB       0.001058
HML      -0.000055
dtype: float64, 18527: const     0.002040
vwretd    0.740167
SMB       0.006658
HML      -0.000423
dtype: float64, 18528: const     0.001859
vwretd    1.240907
SMB       0.003131
HML      -0.000448
dtype: float64, 18529: const     0.020354
vwretd    2.106933
SMB       0.046547
HML       0.001261
dtype: float64, 18530: const    -0.004634
vwretd    0.851003
SMB       0.002837
HML       0.003345
dtype: float64, 18531: const     0.000331
vwretd    0.031756
SMB       0.000169
HML       0.000043
dtype: float64, 18532: const    -0.013470
vwretd    1.036985
SMB       0.009372
HML       0.003823
dtype: float64, 18533: const    -0.077496
vwretd    1.469225
SMB       0.019109
HML      -0.012028
dtype: float64, 18534: const    -0.003757
vwretd    1.376359
SMB       0.026041
HML      -0.001502
dtype: float64, 18535: const     0.001240
vwretd    0.967536
SMB      -0.002499
HML      -0.000166
dtype: float64, 18536: const    -0.004215
vwretd    0.191761
SMB      -0.000550
HML      -0.001204
dtype: float64, 18537: const     0.001332
vwretd    1.032253
SMB      -0.001540
HML      -0.001225
dtype: float64, 18538: const    -0.003368
vwretd    1.085183
SMB       0.004240
HML       0.000898
dtype: float64, 18539: const     0.005433
vwretd    1.429342
SMB       0.009236
HML      -0.019505
dtype: float64, 18540: const     0.000252
vwretd    0.217931
SMB       0.001554
HML       0.000961
dtype: float64, 18541: const     0.001386
vwretd    0.769679
SMB       0.003068
HML       0.002844
dtype: float64, 18542: const     0.001047
vwretd    1.242215
SMB      -0.000077
HML       0.003760
dtype: float64, 18543: const     0.010118
vwretd    0.118319
SMB       0.002415
HML      -0.003322
dtype: float64, 18544: const    -0.010646
vwretd    0.112118
SMB       0.002859
HML      -0.002425
dtype: float64, 18545: const    -0.002541
vwretd    0.515290
SMB       0.023160
HML       0.002731
dtype: float64, 18546: const    -0.092674
vwretd    0.573480
SMB       0.015120
HML      -0.013115
dtype: float64, 18547: const    -0.027896
vwretd    0.991738
SMB       0.006631
HML       0.005813
dtype: float64, 18548: const    -0.000503
vwretd    1.008329
SMB       0.002295
HML      -0.006297
dtype: float64, 18549: const    -0.016684
vwretd   -0.606179
SMB       0.012489
HML       0.002184
dtype: float64, 18550: const     0.003589
vwretd    1.077541
SMB       0.001295
HML       0.001431
dtype: float64, 18551: const     0.005595
vwretd    0.717919
SMB       0.000775
HML       0.003116
dtype: float64, 18552: const    -0.023937
vwretd    1.300393
SMB       0.023097
HML      -0.014069
dtype: float64, 18553: const     0.063307
vwretd    1.766528
SMB       0.032008
HML      -0.015310
dtype: float64, 18554: const    -0.005703
vwretd    0.587945
SMB       0.003078
HML       0.004587
dtype: float64, 18555: const    -0.020667
vwretd    0.380406
SMB       0.038109
HML      -0.010189
dtype: float64, 18556: const    -0.115791
vwretd    1.860358
SMB       0.032872
HML      -0.004097
dtype: float64, 18557: const    -0.003054
vwretd    0.878360
SMB       0.015128
HML      -0.006446
dtype: float64, 18558: const    -0.033662
vwretd    1.208639
SMB       0.017004
HML      -0.016129
dtype: float64, 18559: const    -0.046452
vwretd    0.511255
SMB       0.024143
HML       0.005438
dtype: float64, 18560: const     0.004056
vwretd    0.329518
SMB       0.003678
HML       0.008370
dtype: float64, 18561: const    -0.009655
vwretd    1.195329
SMB       0.018512
HML      -0.008354
dtype: float64, 18562: const    -0.027693
vwretd    0.633910
SMB       0.036321
HML      -0.024327
dtype: float64, 18563: const     0.016280
vwretd    0.140822
SMB       0.009194
HML      -0.011943
dtype: float64, 18564: const    -0.025690
vwretd    0.072806
SMB       0.008962
HML      -0.000853
dtype: float64, 18565: const    -0.000188
vwretd    1.155397
SMB      -0.013459
HML       0.011597
dtype: float64, 18566: const     0.016842
vwretd    1.441481
SMB      -0.006167
HML      -0.009916
dtype: float64, 18567: const     0.049587
vwretd   -0.604165
SMB       0.034341
HML      -0.012120
dtype: float64, 18568: const    -0.017814
vwretd    0.266960
SMB       0.028344
HML      -0.009056
dtype: float64, 18569: const     0.004860
vwretd    0.942165
SMB       0.003164
HML       0.000822
dtype: float64, 18570: const     0.006915
vwretd    0.634643
SMB       0.006060
HML       0.002745
dtype: float64, 18571: const     0.035087
vwretd    0.514463
SMB       0.031156
HML       0.001308
dtype: float64, 18572: const    -0.037265
vwretd    1.787953
SMB       0.009669
HML      -0.009555
dtype: float64, 18573: const     0.011871
vwretd    0.393505
SMB       0.006418
HML       0.000013
dtype: float64, 18575: const     0.000614
vwretd    0.779856
SMB       0.001607
HML       0.001591
dtype: float64, 18576: const    -0.003186
vwretd    1.098051
SMB       0.010003
HML      -0.003195
dtype: float64, 18577: const    -0.004997
vwretd    0.192714
SMB       0.117747
HML      -0.019560
dtype: float64, 18578: const     0.004342
vwretd    1.164107
SMB       0.003250
HML       0.011030
dtype: float64, 18579: const     0.002137
vwretd    1.379042
SMB      -0.001391
HML      -0.000870
dtype: float64, 18580: const     0.004720
vwretd    1.555939
SMB       0.016037
HML      -0.021380
dtype: float64, 18581: const    -0.000821
vwretd    1.021280
SMB       0.003874
HML       0.006968
dtype: float64, 18582: const     0.006902
vwretd    1.116173
SMB       0.011791
HML       0.005584
dtype: float64, 18583: const     0.001317
vwretd    1.194890
SMB       0.003772
HML       0.004660
dtype: float64, 18585: const     0.002071
vwretd    0.701682
SMB       0.010838
HML       0.001687
dtype: float64, 18586: const     0.039158
vwretd    1.182812
SMB       0.006950
HML      -0.012443
dtype: float64, 18589: const     0.001948
vwretd    0.948398
SMB      -0.000737
HML       0.002579
dtype: float64, 18592: const     0.015631
vwretd    0.712063
SMB       0.003779
HML       0.005349
dtype: float64, 18593: const     0.014307
vwretd    0.827534
SMB      -0.002012
HML       0.003747
dtype: float64, 18606: const    -0.000893
vwretd    1.275063
SMB       0.010231
HML       0.001706
dtype: float64, 18607: const    -0.003565
vwretd    0.927385
SMB       0.005401
HML       0.004278
dtype: float64, 18614: const     0.001310
vwretd    0.687637
SMB       0.005549
HML      -0.001107
dtype: float64, 18622: const    -0.001914
vwretd    1.366969
SMB       0.000987
HML       0.006721
dtype: float64, 18623: const    -0.004497
vwretd    1.510817
SMB       0.003763
HML       0.006117
dtype: float64, 18630: const    -0.051148
vwretd    0.525017
SMB       0.034696
HML       0.047590
dtype: float64, 18631: const    -0.006309
vwretd    0.400154
SMB      -0.001303
HML       0.009784
dtype: float64, 18642: const    -0.020799
vwretd    0.473520
SMB       0.005038
HML      -0.000831
dtype: float64, 18643: const     0.031184
vwretd   -0.306694
SMB       0.018015
HML      -0.013568
dtype: float64, 18644: const    -0.047250
vwretd    1.997524
SMB       0.003925
HML      -0.015752
dtype: float64, 18645: const    -0.028166
vwretd   -0.872413
SMB       0.016080
HML       0.010276
dtype: float64, 18646: const    -0.042663
vwretd    1.348958
SMB       0.016818
HML      -0.012444
dtype: float64, 18647: const     0.049236
vwretd    0.836717
SMB       0.011386
HML      -0.012060
dtype: float64, 18648: const    -0.030404
vwretd    0.484157
SMB       0.021095
HML      -0.011534
dtype: float64, 18649: const     0.004575
vwretd    0.951135
SMB       0.011699
HML       0.006640
dtype: float64, 18650: const    -0.001120
vwretd    1.109818
SMB       0.003864
HML       0.000305
dtype: float64, 18651: const    -0.008280
vwretd    0.848844
SMB       0.000902
HML       0.003987
dtype: float64, 18652: const    -0.000416
vwretd    0.449995
SMB       0.004732
HML       0.004456
dtype: float64, 18653: const    -0.011097
vwretd    1.095429
SMB       0.011794
HML      -0.005525
dtype: float64, 18654: const     0.001327
vwretd    0.995570
SMB       0.001533
HML       0.003638
dtype: float64, 18655: const     0.026923
vwretd    0.714811
SMB       0.009841
HML      -0.002631
dtype: float64, 18656: const     0.040934
vwretd    0.838568
SMB       0.023287
HML      -0.001855
dtype: float64, 18657: const    -0.013201
vwretd    1.426543
SMB       0.038726
HML       0.002765
dtype: float64, 18658: const     0.010860
vwretd    0.052875
SMB       0.019107
HML       0.001203
dtype: float64, 18659: const    -0.087225
vwretd    1.371669
SMB       0.012556
HML      -0.017362
dtype: float64, 18660: const    -0.004430
vwretd    0.393755
SMB       0.018168
HML       0.004435
dtype: float64, 18661: const    -0.052828
vwretd    1.943948
SMB       0.005032
HML      -0.011797
dtype: float64, 18662: const     0.345889
vwretd   -6.092007
SMB      -0.097254
HML       0.141123
dtype: float64, 18663: const     0.014454
vwretd    2.278657
SMB      -0.004872
HML      -0.002924
dtype: float64, 18664: const    -0.073971
vwretd   -0.281749
SMB       0.022826
HML       0.000713
dtype: float64, 18665: const    -0.085343
vwretd   -0.224166
SMB       0.006130
HML       0.042893
dtype: float64, 18666: const    -0.004847
vwretd    1.116837
SMB       0.021685
HML       0.015294
dtype: float64, 18667: const    -0.027551
vwretd    0.580632
SMB       0.022253
HML       0.008804
dtype: float64, 18668: const    -0.003160
vwretd    0.494388
SMB       0.006554
HML       0.005575
dtype: float64, 18669: const     0.006560
vwretd    2.726871
SMB       0.015537
HML       0.015935
dtype: float64, 18670: const    -0.082735
vwretd    2.278486
SMB       0.030640
HML      -0.001748
dtype: float64, 18671: const     0.007657
vwretd    0.547036
SMB       0.005877
HML       0.007073
dtype: float64, 18672: const     0.001415
vwretd    1.009028
SMB      -0.001941
HML      -0.000475
dtype: float64, 18673: const     0.000303
vwretd    1.338718
SMB       0.002938
HML       0.008196
dtype: float64, 18674: const    -0.093280
vwretd   -0.018065
SMB       0.012677
HML      -0.001883
dtype: float64, 18675: const    -0.038839
vwretd    0.440527
SMB       0.011146
HML      -0.003909
dtype: float64, 18676: const     0.044467
vwretd    1.366163
SMB       0.026198
HML       0.004597
dtype: float64, 18677: const     0.046625
vwretd    0.787749
SMB       0.009529
HML      -0.008218
dtype: float64, 18678: const    -0.028665
vwretd    0.543923
SMB       0.013262
HML       0.007939
dtype: float64, 18679: const    -0.002959
vwretd    0.519616
SMB      -0.000461
HML       0.000941
dtype: float64, 18680: const    -0.003385
vwretd    0.990016
SMB       0.002025
HML       0.003477
dtype: float64, 18681: const     0.002164
vwretd    1.226101
SMB       0.002053
HML       0.001318
dtype: float64, 18682: const    -0.026427
vwretd    1.941906
SMB       0.020699
HML       0.005827
dtype: float64, 18683: const    -0.022491
vwretd    0.845202
SMB       0.005256
HML       0.006630
dtype: float64, 18684: const    -0.008427
vwretd    0.344490
SMB       0.001482
HML       0.001030
dtype: float64, 18685: const    -0.006192
vwretd    0.892662
SMB      -0.002281
HML       0.002466
dtype: float64, 18686: const     0.003311
vwretd    1.065865
SMB      -0.000983
HML      -0.002904
dtype: float64, 18687: const     0.003887
vwretd    0.998429
SMB       0.000489
HML      -0.002131
dtype: float64, 18688: const    -0.003338
vwretd    0.743907
SMB      -0.001312
HML      -0.001444
dtype: float64, 18689: const    -0.003258
vwretd    0.800769
SMB      -0.003078
HML       0.001677
dtype: float64, 18699: const    -0.000376
vwretd    0.985197
SMB       0.009501
HML       0.003531
dtype: float64, 18700: const     0.002905
vwretd    0.941526
SMB       0.001686
HML       0.001648
dtype: float64, 18701: const     0.000169
vwretd    0.222495
SMB       0.001690
HML       0.001303
dtype: float64, 18702: const     0.000507
vwretd    0.527443
SMB       0.005984
HML      -0.002034
dtype: float64, 18703: const    -0.001240
vwretd    0.342282
SMB       0.000812
HML       0.001240
dtype: float64, 18704: const     0.001102
vwretd    0.094617
SMB       0.000455
HML       0.000542
dtype: float64, 18705: const    -0.001150
vwretd    0.296343
SMB       0.001199
HML       0.001284
dtype: float64, 18706: const    -0.001663
vwretd    0.158615
SMB       0.000470
HML       0.000679
dtype: float64, 18707: const    -0.000562
vwretd    0.122130
SMB       0.000422
HML      -0.000046
dtype: float64, 18708: const     0.007552
vwretd    0.066732
SMB      -0.002453
HML       0.001953
dtype: float64, 18709: const     0.015101
vwretd    0.926765
SMB       0.004725
HML       0.003570
dtype: float64, 18710: const    -0.000511
vwretd    0.983387
SMB       0.002495
HML       0.007128
dtype: float64, 18711: const    -0.012662
vwretd    0.655161
SMB       0.009962
HML       0.001248
dtype: float64, 18712: const     0.003872
vwretd    1.158657
SMB       0.001142
HML       0.000156
dtype: float64, 18713: const    -0.001974
vwretd    0.437201
SMB       0.000520
HML       0.000007
dtype: float64, 18714: const    -0.003359
vwretd    0.361885
SMB       0.001684
HML       0.000635
dtype: float64, 18715: const    -0.000435
vwretd    0.693736
SMB      -0.002523
HML      -0.000242
dtype: float64, 18716: const    -0.004686
vwretd    1.437497
SMB       0.005932
HML      -0.003585
dtype: float64, 18717: const     0.000004
vwretd    0.924266
SMB      -0.001496
HML       0.003666
dtype: float64, 18718: const     0.000953
vwretd    1.003020
SMB      -0.000980
HML       0.000796
dtype: float64, 18719: const    -0.035155
vwretd    0.211185
SMB       0.033915
HML      -0.009983
dtype: float64, 18720: const    -0.005209
vwretd    0.279653
SMB       0.001054
HML       0.000167
dtype: float64, 18721: const    -0.000185
vwretd    0.462727
SMB       0.002347
HML       0.002284
dtype: float64, 18722: const    -0.005608
vwretd    1.115817
SMB       0.004252
HML      -0.004211
dtype: float64, 18723: const    -0.016344
vwretd    1.049242
SMB      -0.007685
HML      -0.008292
dtype: float64, 18724: const     0.001895
vwretd    0.838248
SMB      -0.004382
HML       0.002441
dtype: float64, 18725: const     0.010064
vwretd    1.925353
SMB       0.021548
HML      -0.000612
dtype: float64, 18726: const     0.029339
vwretd    1.118620
SMB       0.013374
HML      -0.013239
dtype: float64, 18727: const     0.020126
vwretd    0.645360
SMB       0.015102
HML      -0.014277
dtype: float64, 18728: const    -0.021089
vwretd    0.564903
SMB       0.023096
HML       0.004317
dtype: float64, 18729: const     0.003190
vwretd    0.988749
SMB      -0.001938
HML       0.000527
dtype: float64, 18730: const     0.000188
vwretd    0.535043
SMB      -0.004482
HML      -0.012510
dtype: float64, 18734: const     0.011971
vwretd    0.866374
SMB       0.016510
HML      -0.006424
dtype: float64, 18735: const     0.005945
vwretd   -0.068269
SMB       0.001599
HML      -0.005093
dtype: float64, 18736: const    -0.007309
vwretd    1.500757
SMB      -0.003802
HML       0.001405
dtype: float64, 18737: const     0.029536
vwretd    1.274785
SMB       0.014125
HML       0.022743
dtype: float64, 18738: const    -0.001646
vwretd    0.297225
SMB      -0.003492
HML      -0.002810
dtype: float64, 18739: const    -0.003549
vwretd    1.333608
SMB       0.005443
HML      -0.005174
dtype: float64, 18740: const     0.006486
vwretd    0.268952
SMB      -0.005446
HML       0.002224
dtype: float64, 18741: const     0.002438
vwretd    1.022620
SMB      -0.002683
HML      -0.000441
dtype: float64, 18742: const     0.000336
vwretd    0.910132
SMB       0.006353
HML      -0.004488
dtype: float64, 18743: const     0.038341
vwretd   -1.168293
SMB       0.029065
HML      -0.014904
dtype: float64, 18744: const    -0.001531
vwretd    0.380603
SMB      -0.000368
HML      -0.000092
dtype: float64, 18745: const     0.001127
vwretd    0.747326
SMB       0.012495
HML       0.002608
dtype: float64, 18746: const     0.034848
vwretd   -0.486343
SMB       0.029586
HML       0.000506
dtype: float64, 18747: const    -0.000236
vwretd    0.451449
SMB      -0.000608
HML       0.000010
dtype: float64, 18748: const    -0.001277
vwretd    0.607673
SMB      -0.001209
HML       0.000011
dtype: float64, 18749: const     0.004406
vwretd    0.828841
SMB       0.002587
HML      -0.004372
dtype: float64, 18750: const     0.000173
vwretd    1.074439
SMB       0.000052
HML       0.002259
dtype: float64, 18751: const    -0.004517
vwretd    0.786917
SMB       0.011290
HML      -0.005986
dtype: float64, 18752: const    -0.003965
vwretd    0.724820
SMB       0.001605
HML       0.002889
dtype: float64, 18753: const     0.007486
vwretd    0.902878
SMB      -0.001114
HML       0.000556
dtype: float64, 18754: const     0.013928
vwretd    0.812255
SMB       0.008746
HML       0.000159
dtype: float64, 18755: const     0.001563
vwretd    0.879109
SMB      -0.002087
HML       0.001301
dtype: float64, 18756: const    -0.031844
vwretd    2.013603
SMB       0.003524
HML       0.004156
dtype: float64, 18760: const    -0.005631
vwretd    0.866133
SMB       0.006930
HML      -0.002138
dtype: float64, 18761: const     0.001917
vwretd    0.891657
SMB       0.000123
HML       0.000488
dtype: float64, 18762: const    -0.007784
vwretd    0.577625
SMB       0.024498
HML       0.012999
dtype: float64, 18763: const    -0.000764
vwretd    0.796900
SMB      -0.005671
HML       0.001162
dtype: float64, 18764: const     0.000890
vwretd    1.026412
SMB      -0.000570
HML      -0.000520
dtype: float64, 18765: const     0.005246
vwretd    0.231046
SMB       0.002439
HML       0.001377
dtype: float64, 18767: const     0.039495
vwretd    0.937366
SMB       0.003705
HML       0.005865
dtype: float64, 18768: const     0.020601
vwretd    1.718856
SMB       0.020987
HML      -0.012000
dtype: float64, 18769: const    -0.025868
vwretd    1.164468
SMB       0.014818
HML      -0.014572
dtype: float64, 18770: const    -0.017783
vwretd    0.410664
SMB       0.027810
HML      -0.011007
dtype: float64, 18771: const     0.014086
vwretd    0.677191
SMB       0.013763
HML       0.004249
dtype: float64, 18772: const     0.065139
vwretd   -0.798218
SMB       0.006184
HML      -0.005392
dtype: float64, 18773: const    -0.052376
vwretd    0.934227
SMB       0.026471
HML       0.002681
dtype: float64, 18774: const    -0.054359
vwretd    0.611431
SMB       0.025095
HML      -0.009265
dtype: float64, 18775: const     0.041364
vwretd    0.673711
SMB       0.023490
HML       0.003059
dtype: float64, 18776: const     0.026668
vwretd    1.069012
SMB      -0.003919
HML      -0.001018
dtype: float64, 18777: const     0.040628
vwretd    0.346347
SMB       0.018010
HML      -0.003266
dtype: float64, 18778: const    -0.006717
vwretd    1.386008
SMB       0.016189
HML      -0.012032
dtype: float64, 18779: const     0.022974
vwretd    1.128297
SMB       0.006120
HML      -0.006024
dtype: float64, 18780: const     0.015043
vwretd    1.128917
SMB       0.065184
HML       0.013966
dtype: float64, 18781: const     0.042332
vwretd    2.806737
SMB       0.040180
HML      -0.000767
dtype: float64, 18782: const    -0.180250
vwretd    1.456914
SMB       0.076330
HML      -0.051730
dtype: float64, 18783: const    -0.036324
vwretd    1.524803
SMB       0.015032
HML      -0.013109
dtype: float64, 18784: const    -0.060659
vwretd    1.886806
SMB       0.028126
HML      -0.002856
dtype: float64, 18785: const    -0.013895
vwretd    0.270336
SMB       0.029550
HML      -0.005033
dtype: float64, 18786: const    -0.012928
vwretd    1.039677
SMB       0.000164
HML       0.004565
dtype: float64, 18787: const    -0.025909
vwretd    1.463483
SMB       0.019871
HML      -0.013728
dtype: float64, 18788: const     0.016360
vwretd    0.499003
SMB      -0.000364
HML       0.003938
dtype: float64, 18789: const    -0.024019
vwretd    1.191692
SMB       0.003734
HML      -0.009531
dtype: float64, 18790: const     0.208866
vwretd    2.452143
SMB      -0.032876
HML      -0.009146
dtype: float64, 18791: const    -0.012487
vwretd    0.419852
SMB       0.000888
HML       0.002473
dtype: float64, 18792: const    -0.029224
vwretd    1.447831
SMB       0.026351
HML       0.004196
dtype: float64, 18793: const    -0.025976
vwretd    1.064986
SMB       0.015261
HML       0.003862
dtype: float64, 18794: const    -0.011985
vwretd    0.213136
SMB       0.002624
HML      -0.000801
dtype: float64, 18795: const     0.003404
vwretd    0.483947
SMB      -0.003461
HML      -0.001326
dtype: float64, 18796: const     0.001666
vwretd    1.017516
SMB       0.011773
HML       0.000405
dtype: float64, 18797: const     0.042498
vwretd    0.511579
SMB       0.010937
HML      -0.006596
dtype: float64, 18798: const    -0.003598
vwretd    0.468670
SMB       0.010896
HML       0.004401
dtype: float64, 18799: const    -0.005012
vwretd    0.493563
SMB       0.001122
HML       0.001834
dtype: float64, 18800: const    -0.004123
vwretd    0.657861
SMB      -0.001717
HML       0.000654
dtype: float64, 18801: const     0.001733
vwretd    0.867827
SMB      -0.003118
HML      -0.000501
dtype: float64, 18802: const    -0.092398
vwretd    0.256265
SMB       0.010494
HML      -0.000030
dtype: float64, 18803: const    -0.000549
vwretd    0.059781
SMB       0.000612
HML       0.000428
dtype: float64, 18804: const    -0.005749
vwretd    0.360880
SMB      -0.000281
HML       0.001101
dtype: float64, 18805: const    -0.002570
vwretd    0.431762
SMB      -0.001028
HML       0.001039
dtype: float64, 18806: const     0.022152
vwretd    0.752225
SMB       0.037518
HML      -0.000950
dtype: float64, 18807: const    -0.006343
vwretd    0.877764
SMB       0.001770
HML       0.004669
dtype: float64, 18808: const     0.011809
vwretd    0.462253
SMB       0.028629
HML      -0.007800
dtype: float64, 18809: const     0.009918
vwretd    0.884955
SMB       0.001450
HML      -0.001421
dtype: float64, 18810: const    -0.009303
vwretd    0.357526
SMB       0.004362
HML       0.004260
dtype: float64, 18811: const    -0.006615
vwretd    0.470280
SMB      -0.000272
HML      -0.000087
dtype: float64, 18812: const    -0.045818
vwretd    1.509866
SMB       0.023830
HML       0.004210
dtype: float64, 18813: const     0.000993
vwretd    1.013291
SMB      -0.009499
HML      -0.000315
dtype: float64, 18814: const    -0.002977
vwretd    1.516272
SMB      -0.008735
HML      -0.001232
dtype: float64, 18815: const     0.025418
vwretd    2.208177
SMB       0.014927
HML      -0.012706
dtype: float64, 18816: const    -0.003475
vwretd    0.200879
SMB       0.000468
HML      -0.000385
dtype: float64, 18817: const    -0.005659
vwretd    1.126742
SMB       0.005478
HML       0.004376
dtype: float64, 18818: const     0.043891
vwretd   -0.019628
SMB       0.030585
HML      -0.015640
dtype: float64, 18819: const    -0.000258
vwretd    0.097677
SMB       0.000564
HML       0.000223
dtype: float64, 18820: const    -0.003229
vwretd    0.678680
SMB       0.001454
HML       0.002582
dtype: float64, 18821: const    -0.005751
vwretd    0.821451
SMB      -0.001049
HML       0.002789
dtype: float64, 18822: const    -0.001463
vwretd    1.039008
SMB       0.006314
HML       0.002973
dtype: float64, 18823: const    -0.000174
vwretd    0.973102
SMB       0.000780
HML       0.002931
dtype: float64, 18824: const     0.024736
vwretd    1.940141
SMB       0.002919
HML       0.017487
dtype: float64, 18825: const     0.000355
vwretd    1.032776
SMB       0.012175
HML       0.008048
dtype: float64, 18826: const    -0.003100
vwretd    0.995255
SMB      -0.014297
HML      -0.029684
dtype: float64, 18827: const     0.010317
vwretd    2.924416
SMB       0.020768
HML       0.023946
dtype: float64, 18828: const    -0.017269
vwretd    1.038850
SMB       0.006821
HML       0.009902
dtype: float64, 18829: const    -0.015542
vwretd    0.827807
SMB      -0.001193
HML      -0.000882
dtype: float64, 18830: const    -0.031876
vwretd   -0.136479
SMB       0.011091
HML      -0.000339
dtype: float64, 18831: const    -0.050876
vwretd    0.771060
SMB       0.028876
HML      -0.016914
dtype: float64, 18832: const     0.005055
vwretd    1.000252
SMB       0.010611
HML      -0.011415
dtype: float64, 18833: const     0.016936
vwretd   -0.213071
SMB       0.005126
HML      -0.000482
dtype: float64, 18834: const     0.008717
vwretd    0.532469
SMB       0.010960
HML      -0.005738
dtype: float64, 18835: const     0.018172
vwretd    1.809622
SMB       0.022859
HML      -0.012133
dtype: float64, 18836: const    -0.036088
vwretd    0.785342
SMB       0.016829
HML      -0.004348
dtype: float64, 18837: const    -0.004261
vwretd    0.422597
SMB       0.007090
HML       0.005485
dtype: float64, 18838: const     0.067675
vwretd    1.703645
SMB       0.010881
HML      -0.013506
dtype: float64, 18839: const     0.019142
vwretd    1.112637
SMB      -0.001357
HML      -0.006609
dtype: float64, 18840: const    -0.041743
vwretd    0.251660
SMB       0.006027
HML       0.003319
dtype: float64, 18841: const    -0.004081
vwretd    1.098034
SMB       0.009187
HML       0.004145
dtype: float64, 18842: const    -0.000146
vwretd    1.726006
SMB       0.029466
HML       0.030251
dtype: float64, 18843: const     0.003714
vwretd    1.052027
SMB      -0.001948
HML      -0.000836
dtype: float64, 18844: const    -0.005083
vwretd    0.249027
SMB       0.001971
HML       0.001770
dtype: float64, 18845: const    -0.031042
vwretd    1.425014
SMB       0.018594
HML       0.010455
dtype: float64, 18846: const     0.008338
vwretd    0.830234
SMB       0.009523
HML       0.006818
dtype: float64, 18847: const    -0.011793
vwretd    0.343894
SMB       0.002380
HML       0.006682
dtype: float64, 18848: const    -0.004090
vwretd    0.837176
SMB       0.001130
HML       0.001564
dtype: float64, 18849: const    -0.004551
vwretd    0.991217
SMB      -0.001606
HML      -0.001356
dtype: float64, 18850: const    -0.001801
vwretd    1.018356
SMB       0.006520
HML       0.003897
dtype: float64, 18851: const    -0.007044
vwretd    0.560357
SMB       0.004633
HML       0.004513
dtype: float64, 18852: const     0.006411
vwretd    0.169991
SMB       0.015933
HML      -0.006447
dtype: float64, 18853: const     0.001452
vwretd    0.111039
SMB       0.001092
HML      -0.001279
dtype: float64, 18854: const     0.024185
vwretd    0.027136
SMB       0.004997
HML       0.011740
dtype: float64, 18855: const    -0.095575
vwretd    0.848526
SMB       0.019989
HML       0.003368
dtype: float64, 18856: const     0.038675
vwretd    1.863302
SMB       0.011581
HML       0.000655
dtype: float64, 18868: const     0.005757
vwretd    1.437020
SMB       0.005647
HML       0.002254
dtype: float64, 18876: const    -0.002918
vwretd    1.677270
SMB       0.013671
HML       0.006943
dtype: float64, 18877: const     0.010628
vwretd    0.624328
SMB       0.000865
HML       0.008817
dtype: float64, 18884: const    -0.001624
vwretd    1.166519
SMB       0.006796
HML       0.003045
dtype: float64, 18885: const    -0.064753
vwretd    1.046978
SMB       0.019591
HML       0.011372
dtype: float64, 18886: const     0.002274
vwretd    1.262720
SMB       0.002224
HML      -0.003238
dtype: float64, 18887: const    -0.056671
vwretd    0.530108
SMB       0.001446
HML       0.002083
dtype: float64, 18888: const     0.003248
vwretd    0.627028
SMB      -0.002815
HML       0.000695
dtype: float64, 18889: const    -0.002093
vwretd    0.374247
SMB      -0.000972
HML       0.000215
dtype: float64, 18890: const    -0.000467
vwretd    0.476000
SMB      -0.000774
HML       0.000427
dtype: float64, 18891: const    -0.000388
vwretd    0.675860
SMB      -0.000924
HML       0.000200
dtype: float64, 18892: const    -0.022297
vwretd    0.694056
SMB       0.021626
HML       0.017719
dtype: float64, 18894: const    -0.010447
vwretd    0.362166
SMB       0.020321
HML       0.005683
dtype: float64, 18895: const    -0.012254
vwretd    0.981651
SMB       0.007922
HML       0.006831
dtype: float64, 18896: const     0.020909
vwretd    1.906030
SMB       0.012010
HML      -0.001354
dtype: float64, 18897: const    -0.073281
vwretd   -0.264344
SMB       0.033440
HML       0.006737
dtype: float64, 18898: const     0.043173
vwretd    1.451183
SMB       0.025527
HML      -0.004455
dtype: float64, 18899: const    -0.045369
vwretd    0.948787
SMB       0.015008
HML      -0.004323
dtype: float64, 18900: const    -0.064551
vwretd    0.806467
SMB       0.001304
HML      -0.007926
dtype: float64, 18901: const    -0.045591
vwretd   -0.200776
SMB       0.012534
HML       0.007142
dtype: float64, 18902: const    -0.000170
vwretd    3.429158
SMB       0.090605
HML       0.020132
dtype: float64, 18903: const    -0.012702
vwretd    0.281675
SMB       0.012231
HML       0.003256
dtype: float64, 18904: const     0.013656
vwretd    1.580656
SMB      -0.002166
HML      -0.004186
dtype: float64, 18905: const     0.006195
vwretd    0.674736
SMB       0.009173
HML      -0.004467
dtype: float64, 18907: const    -0.072345
vwretd    1.809100
SMB       0.012882
HML      -0.006041
dtype: float64, 18908: const    -0.019440
vwretd    1.609962
SMB       0.002876
HML      -0.005715
dtype: float64, 18909: const     0.037130
vwretd    1.349570
SMB       0.012661
HML      -0.014065
dtype: float64, 18910: const     0.007388
vwretd    1.094366
SMB       0.007010
HML       0.003180
dtype: float64, 18911: const     0.042130
vwretd    0.688407
SMB       0.007221
HML      -0.017021
dtype: float64, 18912: const     0.037529
vwretd    0.107085
SMB       0.000756
HML      -0.013758
dtype: float64, 18913: const    -0.019092
vwretd    1.698029
SMB       0.014180
HML      -0.002439
dtype: float64, 18914: const     0.006170
vwretd    0.618408
SMB       0.001410
HML       0.003267
dtype: float64, 18915: const    -0.010557
vwretd    2.792634
SMB       0.017540
HML      -0.002789
dtype: float64, 18916: const    -0.001094
vwretd    0.688931
SMB       0.001577
HML       0.001374
dtype: float64, 18917: const    -0.003246
vwretd    0.912504
SMB      -0.000563
HML       0.002402
dtype: float64, 18918: const    -0.001133
vwretd    0.990156
SMB       0.000879
HML       0.002856
dtype: float64, 18919: const     0.003373
vwretd    1.185589
SMB       0.007364
HML       0.006938
dtype: float64, 18920: const     0.001580
vwretd    1.033752
SMB       0.000471
HML       0.001574
dtype: float64, 18921: const     0.000882
vwretd    1.160102
SMB       0.004444
HML       0.002383
dtype: float64, 18922: const    -0.021470
vwretd    1.049463
SMB       0.000818
HML      -0.002974
dtype: float64, 18923: const     0.002097
vwretd    0.994106
SMB      -0.001963
HML       0.000779
dtype: float64, 18924: const    -0.000028
vwretd    0.910095
SMB      -0.000213
HML       0.003642
dtype: float64, 18925: const    -0.000703
vwretd    1.110080
SMB      -0.000854
HML      -0.001367
dtype: float64, 18926: const    -0.021128
vwretd    1.042562
SMB      -0.005326
HML      -0.003622
dtype: float64, 18927: const    -0.004594
vwretd    0.180156
SMB      -0.000526
HML      -0.000852
dtype: float64, 18928: const    -0.001584
vwretd    0.363034
SMB      -0.000564
HML       0.000289
dtype: float64, 18929: const     0.000282
vwretd    0.476718
SMB      -0.000308
HML       0.000397
dtype: float64, 18930: const    -0.000077
vwretd    0.700348
SMB      -0.000723
HML       0.000348
dtype: float64, 18931: const    -0.003208
vwretd    0.309192
SMB      -0.000347
HML      -0.000946
dtype: float64, 18932: const    -0.003157
vwretd    0.443429
SMB      -0.000225
HML       0.000552
dtype: float64, 18933: const    -0.002939
vwretd    0.305821
SMB      -0.000461
HML      -0.001035
dtype: float64, 18934: const    -0.005668
vwretd    0.590997
SMB      -0.001290
HML      -0.000389
dtype: float64, 18935: const    -0.004326
vwretd    0.419021
SMB      -0.000173
HML       0.000456
dtype: float64, 18936: const    -0.050693
vwretd    0.984489
SMB       0.022942
HML      -0.015476
dtype: float64, 18937: const     0.016111
vwretd    1.756140
SMB       0.036577
HML      -0.011961
dtype: float64, 18938: const    -0.002693
vwretd    0.435479
SMB       0.019224
HML      -0.006470
dtype: float64, 18939: const     0.000093
vwretd   -0.044263
SMB       0.001512
HML      -0.000840
dtype: float64, 18940: const    -0.033229
vwretd    1.996638
SMB       0.013921
HML      -0.006014
dtype: float64, 18941: const    -0.001626
vwretd    0.627191
SMB       0.005288
HML       0.005290
dtype: float64, 18942: const     0.000409
vwretd    0.020892
SMB       0.000212
HML      -0.000254
dtype: float64, 18943: const     0.000962
vwretd    0.014982
SMB      -0.000017
HML      -0.000159
dtype: float64, 18944: const     0.000538
vwretd    0.043790
SMB      -0.000021
HML      -0.000174
dtype: float64, 18945: const     0.000106
vwretd    0.067357
SMB       0.000101
HML      -0.000338
dtype: float64, 18946: const    -0.000569
vwretd    0.090943
SMB      -0.000175
HML      -0.000502
dtype: float64, 18947: const    -0.001386
vwretd    0.128078
SMB       0.000003
HML      -0.000572
dtype: float64, 18948: const     0.003358
vwretd    1.179142
SMB       0.002600
HML       0.004959
dtype: float64, 18949: const     0.003524
vwretd    0.393402
SMB       0.002574
HML       0.000517
dtype: float64, 18950: const    -0.000946
vwretd    0.129428
SMB      -0.000134
HML      -0.000763
dtype: float64, 18951: const    -0.001873
vwretd    0.168960
SMB      -0.000128
HML      -0.000727
dtype: float64, 18952: const    -0.002220
vwretd    0.189771
SMB      -0.000377
HML      -0.000822
dtype: float64, 18953: const    -0.074714
vwretd    2.036795
SMB       0.005983
HML       0.011979
dtype: float64, 18955: const     0.018728
vwretd   -0.359992
SMB       0.022320
HML      -0.020173
dtype: float64, 18956: const    -0.002574
vwretd    1.293438
SMB       0.000355
HML       0.005635
dtype: float64, 18957: const     0.013845
vwretd   -0.515930
SMB       0.003406
HML      -0.015258
dtype: float64, 18958: const    -0.028033
vwretd    1.389500
SMB       0.004128
HML       0.003794
dtype: float64, 18959: const    -0.078444
vwretd    1.684941
SMB       0.035310
HML       0.013078
dtype: float64, 18960: const    -0.030547
vwretd   -0.313064
SMB       0.035614
HML      -0.000522
dtype: float64, 18961: const     0.029312
vwretd   -0.036370
SMB       0.021088
HML      -0.016366
dtype: float64, 18963: const    -0.058032
vwretd    1.059748
SMB       0.016068
HML       0.000060
dtype: float64, 18964: const     0.000948
vwretd    1.006706
SMB      -0.000367
HML       0.004464
dtype: float64, 18965: const     0.043988
vwretd    0.423554
SMB       0.006753
HML      -0.009999
dtype: float64, 18966: const    -0.001225
vwretd    1.018283
SMB       0.007783
HML      -0.007887
dtype: float64, 18967: const     0.005350
vwretd    1.028692
SMB       0.002168
HML      -0.002592
dtype: float64, 18968: const     0.004419
vwretd    1.616327
SMB       0.012862
HML      -0.001884
dtype: float64, 18969: const    -0.001010
vwretd    1.076847
SMB       0.003664
HML      -0.000576
dtype: float64, 18970: const     0.000309
vwretd    0.664024
SMB       0.001246
HML      -0.001726
dtype: float64, 18971: const    -0.004581
vwretd    0.756589
SMB       0.001022
HML       0.000670
dtype: float64, 18972: const    -0.001478
vwretd    1.738504
SMB       0.010728
HML      -0.002286
dtype: float64, 18973: const     0.001916
vwretd    0.970617
SMB       0.006331
HML       0.004265
dtype: float64, 18974: const     0.000643
vwretd    0.031792
SMB      -0.000009
HML      -0.000082
dtype: float64, 18975: const     0.000605
vwretd    1.058354
SMB      -0.001511
HML      -0.002657
dtype: float64, 18976: const    -0.002758
vwretd    0.501179
SMB       0.002183
HML       0.000641
dtype: float64, 18977: const    -0.002158
vwretd    0.502837
SMB       0.000062
HML      -0.000263
dtype: float64, 18978: const     0.000356
vwretd    1.148696
SMB      -0.001724
HML      -0.000239
dtype: float64, 18979: const    -0.001207
vwretd    0.301131
SMB      -0.000202
HML      -0.000781
dtype: float64, 18980: const    -0.003232
vwretd    1.063893
SMB       0.006443
HML      -0.004913
dtype: float64, 18981: const    -0.049384
vwretd    1.775826
SMB       0.020041
HML       0.007811
dtype: float64, 18982: const    -0.005353
vwretd    0.308292
SMB      -0.000576
HML      -0.000980
dtype: float64, 18983: const    -0.004013
vwretd    0.747857
SMB      -0.001003
HML      -0.000018
dtype: float64, 18984: const    -0.002617
vwretd    1.166618
SMB       0.007936
HML       0.003698
dtype: float64, 18985: const    -0.002072
vwretd    1.058331
SMB       0.000601
HML       0.002695
dtype: float64, 18986: const     0.006213
vwretd    0.985625
SMB      -0.001635
HML      -0.002167
dtype: float64, 18987: const     0.007153
vwretd    1.079920
SMB      -0.000320
HML      -0.005693
dtype: float64, 18988: const    -0.009160
vwretd    0.395718
SMB      -0.000137
HML       0.000547
dtype: float64, 18989: const     0.002308
vwretd    0.318823
SMB      -0.000012
HML      -0.000622
dtype: float64, 18990: const    -0.003446
vwretd    0.614811
SMB       0.009601
HML       0.000570
dtype: float64, 18991: const    -0.010732
vwretd    0.273563
SMB      -0.003450
HML      -0.003503
dtype: float64, 18992: const    -0.004253
vwretd    0.285240
SMB      -0.000462
HML      -0.000811
dtype: float64, 18993: const    -0.001799
vwretd    0.116139
SMB       0.000096
HML      -0.000093
dtype: float64, 18994: const    -0.008228
vwretd   -0.069420
SMB       0.022421
HML      -0.000007
dtype: float64, 18996: const    -0.069641
vwretd    0.210554
SMB       0.025268
HML       0.020079
dtype: float64, 18997: const    -0.098816
vwretd    0.701245
SMB       0.018779
HML      -0.005249
dtype: float64, 18999: const     0.000721
vwretd    1.030748
SMB       0.007183
HML       0.001486
dtype: float64, 19000: const     0.001356
vwretd    0.769011
SMB       0.003729
HML       0.001117
dtype: float64, 19001: const     0.061131
vwretd    1.427555
SMB      -0.000638
HML      -0.008800
dtype: float64, 19002: const     0.037389
vwretd    1.734713
SMB      -0.002667
HML      -0.009852
dtype: float64, 19003: const     0.007311
vwretd    0.816471
SMB       0.004868
HML      -0.005021
dtype: float64, 19004: const     0.039558
vwretd    3.068176
SMB      -0.011717
HML       0.015201
dtype: float64, 19005: const    -0.001232
vwretd    0.829678
SMB       0.007129
HML      -0.005631
dtype: float64, 19008: const     0.022538
vwretd    0.149916
SMB       0.026324
HML      -0.015024
dtype: float64, 19010: const    -0.012601
vwretd    1.160832
SMB       0.011580
HML      -0.001450
dtype: float64, 19011: const    -0.053129
vwretd   -0.322212
SMB       0.017869
HML      -0.005667
dtype: float64, 19012: const     0.008910
vwretd    0.542799
SMB       0.007573
HML       0.004088
dtype: float64, 19013: const    -0.003097
vwretd    0.904147
SMB       0.003384
HML      -0.002012
dtype: float64, 19014: const    -0.017269
vwretd    0.195104
SMB       0.013923
HML       0.008880
dtype: float64, 19015: const     0.023937
vwretd    0.523342
SMB      -0.000998
HML      -0.001598
dtype: float64, 19016: const    -0.016165
vwretd    1.992573
SMB       0.000087
HML      -0.006450
dtype: float64, 19017: const    -0.007783
vwretd   -0.520178
SMB       0.017430
HML      -0.007249
dtype: float64, 19018: const     0.010205
vwretd    0.200331
SMB       0.017047
HML       0.004743
dtype: float64, 19019: const    -0.001748
vwretd    1.185152
SMB      -0.001902
HML       0.004174
dtype: float64, 19020: const    -0.006180
vwretd    0.972152
SMB       0.005598
HML      -0.000583
dtype: float64, 19021: const     0.073760
vwretd   -0.435407
SMB       0.007750
HML      -0.028931
dtype: float64, 19022: const    -0.008762
vwretd    1.359927
SMB       0.019424
HML      -0.006768
dtype: float64, 19024: const    -0.011905
vwretd   -0.510072
SMB       0.012265
HML      -0.015047
dtype: float64, 19025: const    -0.082089
vwretd    1.446942
SMB       0.039546
HML       0.011817
dtype: float64, 19026: const    -0.012740
vwretd    0.827065
SMB       0.007448
HML      -0.013695
dtype: float64, 19027: const    -0.000989
vwretd    1.487904
SMB       0.007498
HML       0.005030
dtype: float64, 19028: const    -0.030951
vwretd    1.420137
SMB       0.023788
HML      -0.007191
dtype: float64, 19029: const    -0.001747
vwretd    0.298156
SMB       0.002481
HML      -0.006069
dtype: float64, 19031: const     0.001891
vwretd    1.403748
SMB      -0.003201
HML       0.042085
dtype: float64, 19032: const     0.005511
vwretd    0.747562
SMB       0.038717
HML       0.003510
dtype: float64, 19033: const    -0.028075
vwretd    0.920850
SMB       0.005382
HML       0.001634
dtype: float64, 19034: const    -0.180384
vwretd    0.647875
SMB       0.010868
HML      -0.005401
dtype: float64, 19035: const     0.002532
vwretd    0.729421
SMB       0.013530
HML       0.000444
dtype: float64, 19036: const    -0.083444
vwretd   -0.055018
SMB       0.017259
HML      -0.003990
dtype: float64, 19037: const     0.013874
vwretd    0.606460
SMB       0.004948
HML       0.001831
dtype: float64, 19038: const    -0.014502
vwretd   -3.941052
SMB      -0.015262
HML      -0.013178
dtype: float64, 19039: const    -0.015359
vwretd    4.296214
SMB       0.022679
HML       0.015758
dtype: float64, 19040: const     0.007240
vwretd   -3.135035
SMB      -0.010986
HML       0.011917
dtype: float64, 19041: const    -0.042448
vwretd    2.986357
SMB       0.011761
HML      -0.012584
dtype: float64, 19043: const     0.000408
vwretd    0.799949
SMB       0.001993
HML       0.002329
dtype: float64, 19044: const    -0.001744
vwretd    0.296214
SMB      -0.000523
HML      -0.000393
dtype: float64, 19045: const     0.001288
vwretd    0.932833
SMB      -0.000768
HML       0.001996
dtype: float64, 19046: const    -0.000589
vwretd    0.303800
SMB      -0.000026
HML       0.000104
dtype: float64, 19047: const    -0.001573
vwretd    0.644759
SMB      -0.000087
HML       0.000842
dtype: float64, 19048: const    -0.003004
vwretd    0.413390
SMB      -0.001042
HML       0.000299
dtype: float64, 19049: const    -0.001371
vwretd    0.634851
SMB      -0.000831
HML       0.000375
dtype: float64, 19050: const     0.001665
vwretd    1.289997
SMB       0.003031
HML       0.000414
dtype: float64, 19051: const    -0.000219
vwretd    1.149856
SMB       0.001211
HML       0.002515
dtype: float64, 19052: const     0.005713
vwretd    0.630857
SMB       0.007315
HML       0.005793
dtype: float64, 19053: const     0.000441
vwretd    0.222277
SMB      -0.000039
HML      -0.000081
dtype: float64, 19054: const    -0.000280
vwretd    0.435177
SMB       0.000064
HML       0.000979
dtype: float64, 19055: const    -0.001974
vwretd    0.640473
SMB      -0.000192
HML       0.000846
dtype: float64, 19056: const     0.000479
vwretd    0.857333
SMB      -0.001760
HML       0.002394
dtype: float64, 19057: const     0.002155
vwretd    1.065649
SMB       0.000501
HML       0.000845
dtype: float64, 19058: const     0.030064
vwretd    2.149877
SMB       0.068370
HML      -0.000241
dtype: float64, 19059: const     0.001864
vwretd    0.518415
SMB      -0.000009
HML      -0.001030
dtype: float64, 19060: const    -0.003730
vwretd    0.137486
SMB      -0.000157
HML      -0.000428
dtype: float64, 19061: const    -0.096413
vwretd    1.132273
SMB       0.006419
HML       0.003401
dtype: float64, 19064: const    -0.039989
vwretd    1.654574
SMB       0.011894
HML       0.003642
dtype: float64, 19065: const    -0.005534
vwretd    3.503350
SMB       0.051249
HML       0.027707
dtype: float64, 19066: const    -0.111299
vwretd    0.669844
SMB       0.021568
HML       0.007902
dtype: float64, 19067: const    -0.078683
vwretd   -0.293352
SMB       0.017314
HML       0.003894
dtype: float64, 19068: const    -0.009165
vwretd    0.976807
SMB       0.003972
HML       0.005504
dtype: float64, 19069: const    -0.175579
vwretd    2.171975
SMB       0.031069
HML       0.015475
dtype: float64, 19070: const     0.008936
vwretd    1.276277
SMB       0.003568
HML      -0.002013
dtype: float64, 19071: const    -0.030605
vwretd    1.037874
SMB       0.027487
HML       0.000975
dtype: float64, 19072: const     0.007471
vwretd    1.038873
SMB       0.003007
HML      -0.000570
dtype: float64, 19073: const    -0.054750
vwretd    0.766140
SMB       0.019776
HML       0.003571
dtype: float64, 19074: const    -0.081666
vwretd    0.702785
SMB       0.000023
HML      -0.004721
dtype: float64, 19075: const    -0.128347
vwretd    1.929896
SMB       0.027470
HML       0.011402
dtype: float64, 19076: const     0.019887
vwretd    0.818060
SMB       0.025324
HML      -0.015945
dtype: float64, 19077: const    -0.106860
vwretd    0.544243
SMB      -0.010225
HML      -0.009008
dtype: float64, 19078: const    -0.010108
vwretd    1.849793
SMB       0.017866
HML       0.000873
dtype: float64, 19079: const    -0.000237
vwretd    1.609406
SMB       0.007973
HML       0.017251
dtype: float64, 19080: const     0.001608
vwretd   -0.895617
SMB      -0.002866
HML      -0.022748
dtype: float64, 19081: const     0.067904
vwretd    2.178376
SMB      -0.004305
HML      -0.013692
dtype: float64, 19082: const     0.010846
vwretd   -0.014212
SMB       0.006433
HML      -0.006753
dtype: float64, 19084: const     0.026298
vwretd    1.243314
SMB       0.015964
HML      -0.010845
dtype: float64, 19085: const    -0.000376
vwretd    0.519220
SMB       0.005067
HML       0.004649
dtype: float64, 19086: const    -0.013856
vwretd    1.156853
SMB       0.031567
HML       0.003915
dtype: float64, 19087: const     0.000652
vwretd    0.137607
SMB       0.013255
HML       0.004551
dtype: float64, 19088: const    -0.152930
vwretd    0.126370
SMB      -0.056674
HML      -0.051585
dtype: float64, 19089: const    -0.008519
vwretd    0.557397
SMB       0.000698
HML      -0.001122
dtype: float64, 19090: const     0.033358
vwretd    1.274754
SMB       0.010887
HML       0.006120
dtype: float64, 19091: const     0.000282
vwretd    1.006865
SMB       0.006181
HML       0.001876
dtype: float64, 19092: const    -0.001213
vwretd    1.000825
SMB       0.003080
HML       0.002476
dtype: float64, 19093: const     0.000268
vwretd    0.963941
SMB      -0.001308
HML       0.000412
dtype: float64, 19094: const     0.002164
vwretd    0.844846
SMB       0.017950
HML       0.000767
dtype: float64, 19095: const     0.002529
vwretd    0.900386
SMB       0.036423
HML       0.028580
dtype: float64, 19096: const     0.002320
vwretd   -0.028757
SMB      -0.003116
HML      -0.000185
dtype: float64, 19097: const     0.004052
vwretd    0.798058
SMB       0.001014
HML       0.005481
dtype: float64, 19098: const     0.001275
vwretd    0.669447
SMB       0.006688
HML       0.011875
dtype: float64, 19099: const    -0.005319
vwretd    0.945327
SMB      -0.000909
HML       0.002093
dtype: float64, 19100: const     0.002232
vwretd    1.054753
SMB      -0.001833
HML      -0.001205
dtype: float64, 19101: const    -0.010507
vwretd    0.908887
SMB      -0.000755
HML       0.000314
dtype: float64, 19102: const    -0.000865
vwretd    0.266225
SMB       0.000103
HML      -0.000124
dtype: float64, 19103: const    -0.000114
vwretd    0.434078
SMB      -0.000504
HML       0.000422
dtype: float64, 19104: const     0.000134
vwretd    0.673804
SMB      -0.000462
HML       0.000661
dtype: float64, 19105: const    -0.004875
vwretd    0.920839
SMB      -0.000807
HML       0.002044
dtype: float64, 19106: const     0.028443
vwretd   -0.167757
SMB       0.009296
HML      -0.004370
dtype: float64, 19107: const     0.004748
vwretd    1.066107
SMB       0.010083
HML       0.004232
dtype: float64, 19108: const    -0.008663
vwretd    1.052836
SMB       0.012882
HML       0.003923
dtype: float64, 19109: const    -0.000456
vwretd    0.147199
SMB       0.001151
HML      -0.000238
dtype: float64, 19111: const     0.000509
vwretd    0.310648
SMB      -0.001310
HML       0.001516
dtype: float64, 19112: const    -0.005952
vwretd    0.725845
SMB       0.003316
HML      -0.000182
dtype: float64, 19113: const    -0.099536
vwretd    0.135300
SMB       0.009697
HML      -0.000738
dtype: float64, 19114: const    -0.066027
vwretd    1.171898
SMB       0.008479
HML       0.012231
dtype: float64, 19115: const     0.169693
vwretd    0.012315
SMB       0.010397
HML       0.059154
dtype: float64, 19116: const      0.298313
vwretd    20.306488
SMB       -0.381550
HML       -0.291417
dtype: float64, 19117: const     0.002389
vwretd    1.050694
SMB       0.004049
HML       0.008493
dtype: float64, 19118: const     0.003604
vwretd    0.085497
SMB       0.000623
HML      -0.000322
dtype: float64, 19119: const     0.000089
vwretd    0.010344
SMB      -0.000035
HML      -0.000030
dtype: float64, 19120: const    -0.001223
vwretd    0.960804
SMB      -0.000100
HML       0.003079
dtype: float64, 19121: const    -0.005531
vwretd    0.688286
SMB      -0.001721
HML      -0.000940
dtype: float64, 19122: const    -0.002255
vwretd    0.146240
SMB      -0.000282
HML      -0.000531
dtype: float64, 19123: const     0.024423
vwretd    0.873515
SMB       0.002925
HML      -0.004799
dtype: float64, 19124: const     0.004098
vwretd    1.015110
SMB      -0.002695
HML      -0.001997
dtype: float64, 19125: const    -0.006295
vwretd    0.918330
SMB      -0.001340
HML       0.001659
dtype: float64, 19126: const     0.000155
vwretd    0.984762
SMB       0.006821
HML       0.003915
dtype: float64, 19127: const     0.000382
vwretd    1.018447
SMB      -0.001862
HML      -0.000111
dtype: float64, 19128: const     0.026071
vwretd    0.446871
SMB       0.020784
HML       0.018408
dtype: float64, 19129: const    -0.033885
vwretd    0.394715
SMB       0.014814
HML       0.011200
dtype: float64, 19130: const    -0.001812
vwretd    0.947483
SMB       0.002157
HML      -0.000390
dtype: float64, 19131: const    -0.000432
vwretd    1.181510
SMB       0.001236
HML      -0.000679
dtype: float64, 19132: const    -0.004846
vwretd    0.947579
SMB       0.001746
HML      -0.001699
dtype: float64, 19133: const     0.002838
vwretd    0.970433
SMB      -0.001638
HML      -0.001694
dtype: float64, 19134: const     0.049571
vwretd    0.198320
SMB       0.097770
HML       0.006943
dtype: float64, 19135: const    -0.072946
vwretd    1.096936
SMB       0.021211
HML       0.000888
dtype: float64, 19136: const    -0.108190
vwretd    0.664761
SMB       0.022198
HML       0.001342
dtype: float64, 19137: const    -0.001284
vwretd    4.469165
SMB       0.023659
HML      -0.004052
dtype: float64, 19138: const    -0.001575
vwretd    0.079174
SMB       0.000976
HML      -0.000677
dtype: float64, 19139: const     0.040018
vwretd    0.187709
SMB      -0.007325
HML      -0.018704
dtype: float64, 19140: const    -0.082829
vwretd    2.110814
SMB       0.002467
HML       0.010780
dtype: float64, 19141: const    -0.162693
vwretd    1.121915
SMB       0.024640
HML       0.002874
dtype: float64, 19142: const    -0.042290
vwretd    0.620335
SMB       0.023657
HML       0.007129
dtype: float64, 19143: const    -0.018924
vwretd    0.770813
SMB       0.037140
HML      -0.000754
dtype: float64, 19145: const     0.057302
vwretd    0.450824
SMB       0.019889
HML      -0.014218
dtype: float64, 19146: const    -0.065088
vwretd    1.167873
SMB       0.025504
HML      -0.003749
dtype: float64, 19147: const    -0.079879
vwretd    2.245779
SMB       0.000649
HML       0.012357
dtype: float64, 19148: const    -0.035579
vwretd    0.825217
SMB       0.002072
HML       0.000779
dtype: float64, 19149: const     0.062331
vwretd    0.295032
SMB       0.059257
HML       0.012397
dtype: float64, 19150: const    -0.006518
vwretd    0.876664
SMB       0.004558
HML      -0.002929
dtype: float64, 19152: const    -0.004189
vwretd    0.577388
SMB      -0.001323
HML      -0.000835
dtype: float64, 19153: const     0.000042
vwretd    0.585161
SMB       0.002490
HML       0.000995
dtype: float64, 19154: const    -0.002594
vwretd    0.373282
SMB      -0.000074
HML       0.000619
dtype: float64, 19155: const    -0.000290
vwretd    0.494319
SMB      -0.001370
HML       0.001002
dtype: float64, 19156: const     0.000478
vwretd    0.933662
SMB       0.000296
HML       0.003144
dtype: float64, 19157: const     0.003025
vwretd    1.070222
SMB      -0.000940
HML      -0.003109
dtype: float64, 19158: const     0.003112
vwretd    0.472865
SMB       0.014427
HML       0.002038
dtype: float64, 19159: const    -0.001187
vwretd    0.915098
SMB       0.005655
HML       0.002896
dtype: float64, 19160: const    -0.003359
vwretd    1.080803
SMB      -0.000147
HML      -0.003295
dtype: float64, 19161: const     0.000006
vwretd    0.519208
SMB      -0.000529
HML       0.000431
dtype: float64, 19162: const    -0.020863
vwretd    1.586104
SMB      -0.000845
HML       0.001779
dtype: float64, 19163: const    -0.043391
vwretd    1.243283
SMB       0.004986
HML      -0.002090
dtype: float64, 19164: const    -0.003290
vwretd    0.188421
SMB       0.000780
HML       0.000079
dtype: float64, 19165: const    -0.001941
vwretd    0.011170
SMB       0.006386
HML      -0.000060
dtype: float64, 19166: const     0.003957
vwretd    1.092932
SMB       0.001170
HML       0.001136
dtype: float64, 19167: const     0.015284
vwretd    0.778679
SMB       0.010930
HML       0.000309
dtype: float64, 19168: const    -0.432852
vwretd    6.566936
SMB       0.038658
HML       0.005849
dtype: float64, 19169: const     0.003050
vwretd    0.859959
SMB      -0.001655
HML      -0.000389
dtype: float64, 19170: const    -0.001088
vwretd    1.050227
SMB       0.004383
HML       0.002719
dtype: float64, 19171: const    -0.000588
vwretd    0.615827
SMB      -0.002317
HML       0.002498
dtype: float64, 19172: const     0.032019
vwretd    1.204966
SMB       0.007679
HML       0.000321
dtype: float64, 19173: const    -0.007853
vwretd   -0.352568
SMB       0.011925
HML      -0.002658
dtype: float64, 19174: const     0.000308
vwretd    0.876302
SMB       0.004633
HML      -0.001333
dtype: float64, 19175: const     0.009869
vwretd    0.329032
SMB       0.010007
HML       0.002289
dtype: float64, 19176: const    -0.053877
vwretd    1.193420
SMB       0.012386
HML      -0.011893
dtype: float64, 19177: const     0.009595
vwretd    2.100089
SMB       0.026940
HML      -0.011827
dtype: float64, 19178: const    -0.007360
vwretd    0.586728
SMB      -0.000252
HML       0.001895
dtype: float64, 19179: const    -0.077811
vwretd    1.907936
SMB      -0.004475
HML       0.001520
dtype: float64, 19180: const    -0.100439
vwretd    1.509661
SMB       0.009701
HML       0.002621
dtype: float64, 19181: const    -0.113962
vwretd    1.661539
SMB       0.036559
HML       0.008806
dtype: float64, 19182: const     0.022490
vwretd    0.473326
SMB       0.000502
HML       0.001138
dtype: float64, 19183: const    -0.003253
vwretd    1.291416
SMB       0.016242
HML      -0.005600
dtype: float64, 19184: const    -0.007867
vwretd    1.165293
SMB       0.016717
HML      -0.002629
dtype: float64, 19185: const     0.007724
vwretd    0.079898
SMB       0.003797
HML       0.002405
dtype: float64, 19186: const     0.001460
vwretd   -0.062800
SMB       0.000757
HML      -0.000687
dtype: float64, 19187: const     0.023885
vwretd    2.805610
SMB       0.036409
HML      -0.014322
dtype: float64, 19188: const     0.019897
vwretd    0.246866
SMB       0.003407
HML      -0.000086
dtype: float64, 19189: const     0.120835
vwretd   -3.744971
SMB       0.047336
HML      -0.013807
dtype: float64, 19190: const    -0.003983
vwretd    0.930302
SMB       0.010818
HML       0.000251
dtype: float64, 19191: const     0.006957
vwretd    0.447499
SMB       0.006888
HML       0.007144
dtype: float64, 19192: const    -0.057889
vwretd    0.926922
SMB       0.017122
HML       0.007743
dtype: float64, 19193: const    -0.024755
vwretd    0.336695
SMB       0.019713
HML      -0.013158
dtype: float64, 19194: const    -0.004533
vwretd   -0.519547
SMB       0.008223
HML      -0.003602
dtype: float64, 19195: const    -0.067871
vwretd    2.183555
SMB       0.030087
HML       0.017299
dtype: float64, 19196: const    -0.030722
vwretd    1.105028
SMB       0.004798
HML      -0.004059
dtype: float64, 19197: const    -0.037947
vwretd    0.757638
SMB       0.026598
HML      -0.015825
dtype: float64, 19198: const     0.014034
vwretd    0.244390
SMB      -0.004592
HML      -0.000635
dtype: float64, 19199: const     0.017648
vwretd    0.737468
SMB      -0.011484
HML       0.001267
dtype: float64, 19200: const    -0.037497
vwretd    0.984411
SMB       0.034832
HML      -0.000027
dtype: float64, 19201: const     0.017420
vwretd    1.058591
SMB       0.010293
HML      -0.009647
dtype: float64, 19202: const     0.017986
vwretd   -0.947630
SMB       0.006219
HML       0.001764
dtype: float64, 19203: const     0.006345
vwretd    1.055032
SMB       0.003719
HML       0.001916
dtype: float64, 19204: const     0.093408
vwretd   -5.719589
SMB       0.123205
HML      -0.006505
dtype: float64, 19205: const     0.002699
vwretd    0.195832
SMB      -0.004170
HML      -0.002233
dtype: float64, 19206: const     0.002074
vwretd    1.017434
SMB      -0.003550
HML       0.000718
dtype: float64, 19207: const     0.008039
vwretd    0.774046
SMB      -0.000441
HML      -0.003448
dtype: float64, 19208: const    -0.004545
vwretd    0.592914
SMB      -0.000124
HML      -0.001107
dtype: float64, 19209: const    -0.025496
vwretd    1.173912
SMB       0.012773
HML       0.008413
dtype: float64, 19210: const    -0.001199
vwretd    0.909699
SMB      -0.000530
HML       0.000358
dtype: float64, 19211: const     0.006566
vwretd    0.661827
SMB       0.003459
HML      -0.002463
dtype: float64, 19212: const    -0.023748
vwretd   -2.594508
SMB       0.045687
HML      -0.014416
dtype: float64, 19213: const     0.001846
vwretd    0.762651
SMB      -0.001902
HML       0.002491
dtype: float64, 19214: const     0.001034
vwretd    0.589389
SMB      -0.001258
HML       0.000547
dtype: float64, 19215: const    -0.000198
vwretd    0.375135
SMB      -0.000467
HML       0.000483
dtype: float64, 19216: const     0.000632
vwretd    0.022167
SMB      -0.000041
HML       0.000501
dtype: float64, 19217: const     0.006499
vwretd    1.403673
SMB       0.002847
HML      -0.004758
dtype: float64, 19218: const     0.005224
vwretd    0.921693
SMB       0.007371
HML      -0.006990
dtype: float64, 19219: const    -0.018736
vwretd    1.159028
SMB       0.008764
HML      -0.005429
dtype: float64, 19220: const    -0.005144
vwretd    0.222180
SMB      -0.000743
HML      -0.000843
dtype: float64, 19221: const     0.001009
vwretd    0.405747
SMB      -0.000675
HML       0.000800
dtype: float64, 19222: const    -0.000622
vwretd    0.277769
SMB      -0.000049
HML       0.000423
dtype: float64, 19223: const     0.001076
vwretd    0.624201
SMB      -0.000821
HML       0.001003
dtype: float64, 19224: const    -0.047989
vwretd    1.297150
SMB       0.020073
HML      -0.008004
dtype: float64, 19225: const    -0.000884
vwretd    1.347389
SMB      -0.001057
HML       0.005122
dtype: float64, 19226: const     0.034864
vwretd    1.389112
SMB       0.005044
HML      -0.002398
dtype: float64, 19227: const     0.000874
vwretd    1.191019
SMB       0.007001
HML       0.008208
dtype: float64, 19228: const     0.061579
vwretd    1.837975
SMB       0.046171
HML      -0.015812
dtype: float64, 19229: const    -0.000414
vwretd    0.544562
SMB       0.004052
HML       0.001903
dtype: float64, 19230: const    -0.108283
vwretd    3.063277
SMB       0.046720
HML      -0.000041
dtype: float64, 19231: const     0.008515
vwretd    0.033526
SMB      -0.002194
HML      -0.000783
dtype: float64, 19232: const    -0.037612
vwretd    0.671586
SMB       0.021061
HML       0.013218
dtype: float64, 19233: const    -0.018985
vwretd    0.448544
SMB       0.012436
HML       0.002164
dtype: float64, 19234: const    -0.024455
vwretd    0.320638
SMB      -0.002441
HML      -0.004408
dtype: float64, 19238: const    -0.006269
vwretd    1.312935
SMB       0.010145
HML       0.005873
dtype: float64, 19246: const     0.001555
vwretd    0.943848
SMB      -0.008512
HML       0.002409
dtype: float64, 19249: const    -0.044546
vwretd    1.054525
SMB       0.009888
HML      -0.015245
dtype: float64, 19250: const    -0.007640
vwretd    1.785004
SMB       0.009393
HML       0.007002
dtype: float64, 19251: const    -0.055782
vwretd    0.730364
SMB       0.012614
HML      -0.008217
dtype: float64, 19252: const     0.030583
vwretd    0.401008
SMB      -0.001917
HML       0.001285
dtype: float64, 19254: const    -0.002153
vwretd    1.386593
SMB       0.006218
HML       0.004068
dtype: float64, 19255: const    -0.000737
vwretd    0.373837
SMB       0.013302
HML       0.014008
dtype: float64, 19256: const    -0.005314
vwretd    0.436244
SMB       0.001107
HML      -0.000452
dtype: float64, 19257: const    -0.022352
vwretd    0.200946
SMB       0.007329
HML       0.001720
dtype: float64, 19262: const    -0.001766
vwretd    1.474062
SMB       0.018821
HML      -0.002790
dtype: float64, 19270: const    -0.000500
vwretd    1.244279
SMB       0.009745
HML       0.000011
dtype: float64, 19271: const     0.009991
vwretd    0.290672
SMB       0.003548
HML       0.001295
dtype: float64, 19272: const    -0.000021
vwretd    0.001800
SMB       0.000004
HML       0.000008
dtype: float64, 19273: const     0.000285
vwretd    0.004600
SMB      -0.000030
HML       0.000005
dtype: float64, 19274: const    -0.000900
vwretd    0.015701
SMB       0.000037
HML       0.000055
dtype: float64, 19275: const    -0.002377
vwretd    0.034773
SMB       0.000034
HML       0.000064
dtype: float64, 19276: const    -0.003312
vwretd    0.059045
SMB      -0.000133
HML      -0.000071
dtype: float64, 19277: const    -0.003963
vwretd    0.090125
SMB      -0.000380
HML      -0.000294
dtype: float64, 19278: const    -0.004271
vwretd    0.115351
SMB      -0.000627
HML      -0.000630
dtype: float64, 19279: const    -0.004669
vwretd    0.143287
SMB      -0.000878
HML      -0.000853
dtype: float64, 19280: const    -0.004618
vwretd    0.158324
SMB      -0.001140
HML      -0.001161
dtype: float64, 19281: const    -0.008861
vwretd    0.578463
SMB       0.002077
HML       0.001482
dtype: float64, 19283: const    -0.019015
vwretd    1.721463
SMB      -0.004115
HML       0.008226
dtype: float64, 19284: const    -0.007077
vwretd    1.198539
SMB       0.003783
HML       0.003732
dtype: float64, 19285: const     0.007992
vwretd    1.306210
SMB      -0.004451
HML      -0.002310
dtype: float64, 19286: const     0.007899
vwretd    1.039047
SMB      -0.008800
HML      -0.001300
dtype: float64, 19287: const    -0.017579
vwretd    1.717776
SMB      -0.001488
HML       0.013399
dtype: float64, 19288: const    -0.003269
vwretd    1.033473
SMB       0.003813
HML      -0.005300
dtype: float64, 19289: const    -0.001621
vwretd    0.799554
SMB       0.006169
HML       0.003076
dtype: float64, 19290: const     0.003186
vwretd    0.590856
SMB       0.024087
HML      -0.000857
dtype: float64, 19291: const     0.002565
vwretd    1.514840
SMB       0.003327
HML       0.002407
dtype: float64, 19292: const    -0.001240
vwretd    0.323774
SMB      -0.000498
HML       0.000476
dtype: float64, 19293: const     0.000447
vwretd    0.412136
SMB      -0.000928
HML       0.000624
dtype: float64, 19294: const     0.000392
vwretd    0.613060
SMB      -0.001406
HML       0.000662
dtype: float64, 19295: const    -0.133334
vwretd    1.314060
SMB       0.026072
HML       0.014446
dtype: float64, 19296: const     0.000936
vwretd    1.108586
SMB      -0.000039
HML      -0.002167
dtype: float64, 19297: const     0.002941
vwretd    1.155556
SMB       0.010253
HML      -0.001917
dtype: float64, 19298: const    -0.012696
vwretd    0.807726
SMB      -0.001686
HML       0.009142
dtype: float64, 19299: const    -0.003986
vwretd    0.899470
SMB       0.008252
HML      -0.009171
dtype: float64, 19300: const    -0.003779
vwretd    0.575005
SMB      -0.001457
HML      -0.000400
dtype: float64, 19301: const     0.002706
vwretd   -0.017058
SMB       0.002658
HML      -0.001535
dtype: float64, 19309: const    -0.038290
vwretd    0.789925
SMB       0.019053
HML       0.006439
dtype: float64, 19310: const     0.012716
vwretd    0.790856
SMB      -0.000296
HML       0.006569
dtype: float64, 19311: const     0.005777
vwretd    0.095355
SMB       0.001476
HML      -0.001970
dtype: float64, 19312: const    -0.028104
vwretd    1.475409
SMB      -0.009783
HML      -0.002360
dtype: float64, 19313: const    -0.010004
vwretd    0.843086
SMB       0.013071
HML      -0.004496
dtype: float64, 19314: const    -0.179862
vwretd    1.860028
SMB       0.000772
HML      -0.007639
dtype: float64, 19315: const     0.000978
vwretd    0.415867
SMB       0.001200
HML      -0.002859
dtype: float64, 19316: const    -0.022435
vwretd    1.442296
SMB       0.010285
HML       0.004072
dtype: float64, 19317: const     0.004466
vwretd    1.647563
SMB      -0.003679
HML      -0.000287
dtype: float64, 19318: const     0.008188
vwretd    1.195669
SMB      -0.000072
HML       0.008620
dtype: float64, 19319: const     0.001554
vwretd    0.807629
SMB      -0.001357
HML       0.003044
dtype: float64, 19320: const    -0.002030
vwretd    1.152609
SMB       0.001491
HML      -0.005268
dtype: float64, 19321: const     0.001506
vwretd    1.023950
SMB      -0.001698
HML      -0.000758
dtype: float64, 19322: const    -0.000122
vwretd    1.034805
SMB       0.000946
HML       0.001116
dtype: float64, 19323: const    -0.003078
vwretd    1.053357
SMB       0.006040
HML       0.002079
dtype: float64, 19324: const    -0.004076
vwretd    0.945338
SMB      -0.001067
HML       0.002328
dtype: float64, 19325: const    -0.010609
vwretd    0.556814
SMB       0.002018
HML       0.001890
dtype: float64, 19326: const     0.003754
vwretd    0.669383
SMB       0.009330
HML       0.004951
dtype: float64, 19327: const    -0.013255
vwretd    0.025742
SMB       0.004612
HML      -0.010164
dtype: float64, 19328: const    -0.005250
vwretd    0.204647
SMB      -0.001001
HML      -0.000872
dtype: float64, 19329: const    -0.002854
vwretd    0.111920
SMB      -0.000215
HML      -0.000035
dtype: float64, 19330: const    -0.004155
vwretd    0.431529
SMB       0.000119
HML       0.000502
dtype: float64, 19331: const    -0.046745
vwretd    0.181847
SMB       0.008294
HML      -0.002496
dtype: float64, 19332: const     0.000096
vwretd    1.021841
SMB      -0.001193
HML       0.000460
dtype: float64, 19333: const    -0.036341
vwretd    1.628406
SMB       0.028118
HML       0.002377
dtype: float64, 19334: const    -0.001526
vwretd    1.110060
SMB       0.009517
HML       0.002073
dtype: float64, 19335: const     0.043267
vwretd    0.736855
SMB       0.004312
HML      -0.011211
dtype: float64, 19336: const    -0.006272
vwretd    0.200331
SMB      -0.000570
HML      -0.000384
dtype: float64, 19337: const     0.001721
vwretd    0.906460
SMB       0.000247
HML       0.001599
dtype: float64, 19338: const    -0.094309
vwretd    2.461116
SMB       0.041550
HML      -0.002090
dtype: float64, 19339: const    -0.002938
vwretd    0.525401
SMB      -0.001819
HML      -0.000674
dtype: float64, 19340: const    -0.004874
vwretd    0.470896
SMB       0.000799
HML       0.000388
dtype: float64, 19341: const    -0.000310
vwretd    1.037736
SMB       0.008316
HML       0.001574
dtype: float64, 19342: const     0.009680
vwretd    0.921765
SMB       0.004205
HML       0.003544
dtype: float64, 19343: const    -0.000520
vwretd    0.722104
SMB       0.004568
HML       0.005736
dtype: float64, 19344: const     0.000188
vwretd    1.148891
SMB       0.000358
HML       0.001264
dtype: float64, 19345: const     0.005988
vwretd    0.938018
SMB      -0.000255
HML      -0.000318
dtype: float64, 19346: const    -0.001707
vwretd    1.078314
SMB       0.004060
HML       0.000838
dtype: float64, 19347: const    -0.125073
vwretd    0.095688
SMB       0.006380
HML      -0.011560
dtype: float64, 19348: const    -0.125507
vwretd    1.921033
SMB       0.041862
HML       0.018408
dtype: float64, 19349: const    -0.005290
vwretd    0.962338
SMB       0.011358
HML       0.004199
dtype: float64, 19350: const     0.002745
vwretd    1.140214
SMB       0.000291
HML       0.003104
dtype: float64, 19351: const    -0.005036
vwretd    1.570336
SMB       0.023796
HML       0.008209
dtype: float64, 19352: const    -0.047514
vwretd    1.097487
SMB       0.025816
HML      -0.012223
dtype: float64, 19353: const    -0.005538
vwretd    0.250425
SMB       0.015527
HML      -0.006739
dtype: float64, 19354: const    -0.047970
vwretd   -0.499266
SMB       0.027233
HML      -0.005178
dtype: float64, 19355: const     0.003343
vwretd   -0.003021
SMB       0.000704
HML      -0.000110
dtype: float64, 19356: const    -0.001053
vwretd    1.976084
SMB      -0.005515
HML      -0.010973
dtype: float64, 19357: const    -0.123667
vwretd    1.015686
SMB       0.005618
HML       0.014367
dtype: float64, 19358: const     0.018742
vwretd    0.897701
SMB       0.018475
HML      -0.006226
dtype: float64, 19359: const    -0.002587
vwretd    1.024033
SMB      -0.002187
HML       0.002340
dtype: float64, 19360: const     0.002028
vwretd    0.073952
SMB       0.000372
HML       0.000186
dtype: float64, 19361: const    -0.026172
vwretd    1.247016
SMB       0.004757
HML      -0.000228
dtype: float64, 19362: const    -0.009601
vwretd    1.013303
SMB       0.000318
HML       0.001863
dtype: float64, 19363: const    -0.008413
vwretd    0.910336
SMB       0.001394
HML      -0.000973
dtype: float64, 19364: const    -0.011936
vwretd    0.930558
SMB       0.001498
HML      -0.001203
dtype: float64, 19365: const    -0.000260
vwretd    0.042521
SMB      -0.000069
HML       0.000887
dtype: float64, 19366: const     0.002192
vwretd    0.562315
SMB      -0.001495
HML       0.003135
dtype: float64, 19367: const     0.000449
vwretd    0.962114
SMB       0.006882
HML       0.004152
dtype: float64, 19368: const     0.000830
vwretd    0.790550
SMB      -0.001978
HML       0.002457
dtype: float64, 19369: const    -0.000030
vwretd    0.684104
SMB       0.000476
HML      -0.003309
dtype: float64, 19370: const    -0.045983
vwretd    1.384701
SMB       0.014014
HML       0.017745
dtype: float64, 19371: const     0.003758
vwretd    0.740548
SMB       0.002377
HML       0.001027
dtype: float64, 19372: const    -0.005708
vwretd    1.129646
SMB       0.003618
HML      -0.004146
dtype: float64, 19373: const    -0.002399
vwretd    0.423622
SMB      -0.000304
HML      -0.000018
dtype: float64, 19374: const    -0.001779
vwretd    0.632625
SMB      -0.000726
HML       0.000753
dtype: float64, 19375: const     0.001587
vwretd    1.021820
SMB      -0.001173
HML      -0.000441
dtype: float64, 19376: const    -0.010220
vwretd    0.510688
SMB       0.001618
HML       0.001544
dtype: float64, 19377: const     0.005220
vwretd    0.877454
SMB       0.000845
HML      -0.000649
dtype: float64, 19378: const    -0.025483
vwretd    1.699248
SMB       0.005634
HML       0.014232
dtype: float64, 19379: const    -0.005441
vwretd    0.878419
SMB      -0.001669
HML       0.001906
dtype: float64, 19380: const    -0.003107
vwretd    0.430706
SMB      -0.000423
HML       0.000242
dtype: float64, 19381: const    -0.002313
vwretd    0.515727
SMB      -0.000425
HML       0.000525
dtype: float64, 19382: const    -0.002465
vwretd    0.694023
SMB      -0.000725
HML       0.000332
dtype: float64, 19383: const     0.000698
vwretd   -0.004498
SMB      -0.000041
HML      -0.000026
dtype: float64, 19384: const    -0.006050
vwretd    0.970468
SMB       0.000858
HML      -0.002089
dtype: float64, 19385: const     0.000461
vwretd    1.078786
SMB       0.006428
HML       0.001074
dtype: float64, 19386: const    -0.012963
vwretd    0.470054
SMB       0.012556
HML       0.013898
dtype: float64, 19387: const     0.005253
vwretd    0.665187
SMB      -0.002357
HML       0.000201
dtype: float64, 19388: const    -0.009624
vwretd    1.753615
SMB       0.072306
HML      -0.003473
dtype: float64, 19389: const    -0.002169
vwretd    1.063096
SMB       0.010030
HML       0.003849
dtype: float64, 19390: const    -0.004068
vwretd    0.934004
SMB       0.003910
HML       0.001980
dtype: float64, 19391: const    -0.047408
vwretd    0.315815
SMB       0.005288
HML      -0.013202
dtype: float64, 19392: const    -0.070721
vwretd    2.536577
SMB       0.028300
HML      -0.009981
dtype: float64, 19393: const     0.005814
vwretd    0.837193
SMB      -0.003312
HML      -0.001848
dtype: float64, 19394: const    -0.002267
vwretd    1.263625
SMB       0.005448
HML       0.001162
dtype: float64, 19395: const    -0.051519
vwretd    1.865346
SMB       0.014502
HML       0.013132
dtype: float64, 19396: const     0.011232
vwretd    0.256500
SMB      -0.000756
HML       0.001154
dtype: float64, 19397: const    -0.038268
vwretd    1.419406
SMB       0.015567
HML       0.003742
dtype: float64, 19398: const    -0.068766
vwretd    0.959842
SMB       0.033259
HML      -0.000878
dtype: float64, 19399: const     0.024030
vwretd   -0.363187
SMB       0.000775
HML      -0.003704
dtype: float64, 19400: const    -0.073159
vwretd    1.563041
SMB       0.022486
HML       0.006330
dtype: float64, 19401: const    -0.064761
vwretd    0.175728
SMB       0.018918
HML      -0.008215
dtype: float64, 19402: const    -0.038518
vwretd   -0.893356
SMB       0.028947
HML       0.006385
dtype: float64, 19403: const     0.002015
vwretd    1.782097
SMB      -0.011312
HML      -0.001502
dtype: float64, 19404: const    -0.003569
vwretd    0.874066
SMB      -0.001499
HML      -0.000293
dtype: float64, 19405: const     0.014492
vwretd    1.002934
SMB       0.014004
HML      -0.008318
dtype: float64, 19406: const    -0.001777
vwretd    1.249306
SMB       0.006193
HML       0.000776
dtype: float64, 19407: const    -0.008423
vwretd    0.499896
SMB       0.009872
HML       0.001911
dtype: float64, 19408: const    -0.117653
vwretd    1.657265
SMB       0.013174
HML       0.000481
dtype: float64, 19409: const    -0.010677
vwretd    1.687778
SMB       0.008692
HML      -0.001969
dtype: float64, 19410: const     0.027407
vwretd   -1.488042
SMB       0.025557
HML      -0.013986
dtype: float64, 19411: const     0.000941
vwretd    0.630554
SMB      -0.000743
HML       0.000285
dtype: float64, 19412: const    -0.000238
vwretd    0.354688
SMB      -0.000162
HML       0.000491
dtype: float64, 19413: const     0.027011
vwretd    0.744404
SMB      -0.003727
HML      -0.001473
dtype: float64, 19414: const     0.006408
vwretd    1.123395
SMB      -0.001293
HML       0.003546
dtype: float64, 19415: const     0.000647
vwretd    0.407477
SMB      -0.000526
HML       0.000138
dtype: float64, 19416: const     0.011127
vwretd    2.814460
SMB       0.052582
HML      -0.012949
dtype: float64, 19417: const    -0.012843
vwretd   -0.606398
SMB      -0.001251
HML      -0.008615
dtype: float64, 19418: const     0.002569
vwretd    0.710540
SMB      -0.002804
HML      -0.000124
dtype: float64, 19419: const    -0.006325
vwretd    0.607509
SMB       0.006820
HML      -0.000635
dtype: float64, 19420: const     0.013761
vwretd    0.827110
SMB      -0.000886
HML      -0.002854
dtype: float64, 19421: const    -0.012250
vwretd    0.821409
SMB       0.003086
HML      -0.002929
dtype: float64, 19422: const     0.008539
vwretd    0.599500
SMB       0.000242
HML      -0.003709
dtype: float64, 19423: const     0.019084
vwretd    3.244855
SMB      -0.002195
HML       0.010797
dtype: float64, 19424: const     0.006553
vwretd    0.870378
SMB       0.018634
HML      -0.003555
dtype: float64, 19425: const     0.001089
vwretd    0.817712
SMB      -0.001280
HML       0.003467
dtype: float64, 19426: const    -0.002175
vwretd    1.243631
SMB       0.002356
HML      -0.003735
dtype: float64, 19427: const    -0.000007
vwretd    0.971727
SMB       0.001480
HML       0.004882
dtype: float64, 19428: const    -0.000891
vwretd    0.404138
SMB      -0.000323
HML       0.000192
dtype: float64, 19429: const     0.002796
vwretd    0.544863
SMB      -0.000388
HML      -0.000299
dtype: float64, 19430: const     0.006036
vwretd    0.844761
SMB      -0.000967
HML      -0.004545
dtype: float64, 19431: const    -0.109087
vwretd    0.905171
SMB      -0.018299
HML      -0.019915
dtype: float64, 19432: const    -0.009832
vwretd    0.764528
SMB      -0.001729
HML      -0.000055
dtype: float64, 19433: const     0.013718
vwretd    1.802512
SMB       0.010093
HML      -0.002365
dtype: float64, 19434: const    -0.004578
vwretd    0.138465
SMB      -0.001171
HML      -0.000977
dtype: float64, 19435: const    -0.073114
vwretd    3.190901
SMB       0.007384
HML       0.011387
dtype: float64, 19436: const    -0.006989
vwretd    0.492461
SMB      -0.002471
HML      -0.000539
dtype: float64, 19437: const    -0.003274
vwretd    0.300600
SMB      -0.001257
HML      -0.000632
dtype: float64, 19438: const    -0.004731
vwretd    0.209696
SMB      -0.000711
HML      -0.000881
dtype: float64, 19439: const    -0.003408
vwretd    0.795967
SMB      -0.000698
HML       0.000323
dtype: float64, 19440: const    -0.003835
vwretd    0.650413
SMB      -0.000754
HML       0.000016
dtype: float64, 19441: const    -0.004335
vwretd    0.503719
SMB      -0.000829
HML      -0.000259
dtype: float64, 19442: const    -0.004549
vwretd    0.431849
SMB      -0.000873
HML      -0.000425
dtype: float64, 19443: const    -0.006011
vwretd    0.327820
SMB      -0.001234
HML      -0.001056
dtype: float64, 19444: const    -0.028408
vwretd    1.413988
SMB       0.013196
HML       0.006275
dtype: float64, 19445: const     0.001516
vwretd    0.573750
SMB      -0.001095
HML       0.000206
dtype: float64, 19446: const    -0.002286
vwretd    0.150700
SMB      -0.000148
HML      -0.000219
dtype: float64, 19447: const     0.005638
vwretd    0.880943
SMB      -0.000100
HML       0.002826
dtype: float64, 19448: const    -0.003944
vwretd    1.025035
SMB       0.003914
HML       0.002839
dtype: float64, 19449: const    -0.000244
vwretd    0.815777
SMB       0.006871
HML       0.000055
dtype: float64, 19450: const     0.005562
vwretd    0.885963
SMB       0.000305
HML      -0.001742
dtype: float64, 19451: const     0.002688
vwretd    1.037338
SMB       0.002547
HML       0.003245
dtype: float64, 19452: const    -0.002640
vwretd    0.289129
SMB      -0.000556
HML      -0.000303
dtype: float64, 19453: const     0.016560
vwretd    1.156100
SMB       0.008917
HML       0.000910
dtype: float64, 19454: const    -0.023264
vwretd    0.544442
SMB      -0.002550
HML       0.000317
dtype: float64, 19455: const    -0.087080
vwretd    1.666901
SMB       0.025791
HML      -0.000461
dtype: float64, 19456: const    -0.027819
vwretd    2.103411
SMB       0.009523
HML      -0.024004
dtype: float64, 19457: const     0.011630
vwretd    0.322673
SMB      -0.001934
HML      -0.000637
dtype: float64, 19458: const    -0.095419
vwretd    0.119955
SMB       0.000657
HML       0.014949
dtype: float64, 19459: const    -0.060614
vwretd    0.722556
SMB       0.004132
HML      -0.007600
dtype: float64, 19460: const    -0.128182
vwretd    1.999452
SMB       0.049475
HML       0.007768
dtype: float64, 19461: const     0.042568
vwretd   -0.817154
SMB       0.010885
HML      -0.001616
dtype: float64, 19462: const    -0.128199
vwretd    2.275004
SMB       0.013085
HML       0.000924
dtype: float64, 19463: const    -0.056027
vwretd   -0.409339
SMB       0.035234
HML      -0.001906
dtype: float64, 19464: const    -0.020357
vwretd    0.574725
SMB       0.032069
HML      -0.012341
dtype: float64, 19465: const     0.128265
vwretd   -5.946341
SMB       0.062351
HML       0.075985
dtype: float64, 19466: const    -0.045095
vwretd    1.547297
SMB       0.005610
HML       0.011753
dtype: float64, 19467: const    -0.018552
vwretd    1.019588
SMB      -0.012819
HML      -0.002909
dtype: float64, 19468: const    -0.007849
vwretd    0.889383
SMB      -0.001877
HML       0.001656
dtype: float64, 19469: const    -1.002744
vwretd    0.024255
SMB       0.073277
HML       0.123977
dtype: float64, 19470: const    -0.014181
vwretd    0.482544
SMB      -0.008817
HML      -0.013743
dtype: float64, 19471: const    -0.007334
vwretd    0.881912
SMB      -0.002296
HML       0.001067
dtype: float64, 19472: const    -0.129993
vwretd    1.390484
SMB       0.032341
HML       0.009647
dtype: float64, 19473: const     0.009873
vwretd    1.309239
SMB       0.004721
HML      -0.001544
dtype: float64, 19474: const     0.009947
vwretd    0.763886
SMB       0.013430
HML       0.001782
dtype: float64, 19475: const    -0.048604
vwretd   -1.252096
SMB      -0.020232
HML       0.006387
dtype: float64, 19476: const    -0.043959
vwretd    0.355857
SMB       0.002683
HML      -0.004077
dtype: float64, 19477: const    -0.063031
vwretd    0.157144
SMB       0.049675
HML       0.006350
dtype: float64, 19478: const     0.023767
vwretd   -0.244074
SMB       0.002780
HML       0.004746
dtype: float64, 19479: const    -0.035473
vwretd    0.318311
SMB      -0.005020
HML      -0.002980
dtype: float64, 19480: const    -0.069865
vwretd    1.016419
SMB       0.067748
HML       0.003896
dtype: float64, 19481: const    -0.000173
vwretd    1.019973
SMB       0.010416
HML       0.005306
dtype: float64, 19482: const     0.041858
vwretd    0.915599
SMB       0.037035
HML       0.008491
dtype: float64, 19483: const    -0.071268
vwretd    1.751980
SMB      -0.003258
HML      -0.015513
dtype: float64, 19484: const     0.028346
vwretd    1.540472
SMB       0.016966
HML       0.008287
dtype: float64, 19485: const     0.054842
vwretd    1.246613
SMB       0.051874
HML      -0.003060
dtype: float64, 19486: const    -0.050960
vwretd    1.359780
SMB       0.036130
HML      -0.004589
dtype: float64, 19487: const    -0.059124
vwretd    1.698115
SMB       0.013301
HML      -0.000619
dtype: float64, 19488: const     0.044165
vwretd   -0.366708
SMB       0.014686
HML      -0.010598
dtype: float64, 19489: const     0.004785
vwretd    0.802672
SMB       0.037253
HML      -0.002141
dtype: float64, 19490: const    -0.004851
vwretd    0.241491
SMB      -0.003382
HML      -0.001884
dtype: float64, 19491: const     0.008949
vwretd    0.031620
SMB       0.011274
HML      -0.012617
dtype: float64, 19492: const     0.096194
vwretd    5.651050
SMB      -0.054071
HML      -0.005802
dtype: float64, 19493: const     0.001955
vwretd    1.027228
SMB      -0.001471
HML      -0.000965
dtype: float64, 19494: const    -0.035414
vwretd    0.592604
SMB       0.006348
HML      -0.001185
dtype: float64, 19495: const    -0.037608
vwretd    0.983793
SMB      -0.011499
HML       0.001244
dtype: float64, 19496: const    -0.011461
vwretd    1.151151
SMB       0.025073
HML      -0.009480
dtype: float64, 19497: const    -0.066060
vwretd    0.957227
SMB       0.021919
HML      -0.002111
dtype: float64, 19499: const    -0.006885
vwretd   -0.420195
SMB       0.034248
HML      -0.007429
dtype: float64, 19500: const    -0.111950
vwretd    2.567364
SMB      -0.005040
HML       0.009627
dtype: float64, 19501: const     0.007645
vwretd    0.581514
SMB       0.026013
HML      -0.012963
dtype: float64, 19502: const     0.004503
vwretd    0.843099
SMB       0.000741
HML      -0.000411
dtype: float64, 19503: const     0.001643
vwretd    0.332032
SMB       0.035062
HML      -0.014121
dtype: float64, 19504: const    -0.091291
vwretd    1.218349
SMB      -0.022197
HML      -0.020920
dtype: float64, 19505: const    -0.010181
vwretd    0.830658
SMB       0.008615
HML      -0.000347
dtype: float64, 19506: const    -0.000367
vwretd    0.489228
SMB       0.019602
HML      -0.004949
dtype: float64, 19507: const    -0.004172
vwretd    0.852317
SMB      -0.000755
HML       0.002293
dtype: float64, 19508: const     0.001284
vwretd    0.575029
SMB       0.000133
HML       0.000285
dtype: float64, 19509: const     0.001308
vwretd    0.307067
SMB       0.000309
HML       0.000238
dtype: float64, 19510: const     0.000461
vwretd    0.823513
SMB       0.003854
HML      -0.003496
dtype: float64, 19511: const     0.083968
vwretd    1.069936
SMB      -0.000959
HML      -0.000349
dtype: float64, 19512: const     0.002664
vwretd    1.065797
SMB      -0.001615
HML      -0.000625
dtype: float64, 19513: const     0.005985
vwretd    1.163329
SMB       0.003600
HML      -0.005630
dtype: float64, 19514: const    -0.016451
vwretd    0.879316
SMB      -0.001446
HML      -0.004197
dtype: float64, 19515: const    -0.029179
vwretd    2.030823
SMB       0.010123
HML      -0.013182
dtype: float64, 19516: const    -0.002075
vwretd    0.414083
SMB      -0.000424
HML       0.000350
dtype: float64, 19517: const    -0.005937
vwretd    1.140477
SMB       0.002341
HML      -0.003146
dtype: float64, 19518: const     0.001728
vwretd    0.621484
SMB       0.000256
HML       0.000211
dtype: float64, 19519: const     0.031665
vwretd   -2.311527
SMB      -0.018396
HML      -0.000635
dtype: float64, 19520: const     0.000156
vwretd    0.009663
SMB       0.000080
HML      -0.000014
dtype: float64, 19521: const    -0.092449
vwretd    2.011505
SMB       0.041097
HML       0.001928
dtype: float64, 19522: const     0.004908
vwretd    0.512531
SMB      -0.006456
HML       0.000321
dtype: float64, 19523: const    -0.016147
vwretd    1.100908
SMB       0.006314
HML      -0.000157
dtype: float64, 19524: const    -0.003278
vwretd    0.122063
SMB      -0.000250
HML       0.000056
dtype: float64, 19525: const    -0.001979
vwretd    0.540867
SMB      -0.000523
HML      -0.000201
dtype: float64, 19526: const    -0.003320
vwretd    0.530029
SMB       0.003889
HML       0.001550
dtype: float64, 19527: const    -0.078267
vwretd    0.775663
SMB      -0.020707
HML       0.000047
dtype: float64, 19528: const    -0.019381
vwretd    0.107596
SMB      -0.009962
HML      -0.003516
dtype: float64, 19529: const     0.060370
vwretd    1.897418
SMB       0.016263
HML       0.002670
dtype: float64, 19530: const    -0.041184
vwretd    1.103875
SMB       0.011472
HML      -0.008358
dtype: float64, 19531: const     0.018690
vwretd    0.510293
SMB      -0.001135
HML       0.004239
dtype: float64, 19532: const     0.005110
vwretd    0.686706
SMB      -0.000423
HML      -0.000547
dtype: float64, 19533: const    -0.015555
vwretd    1.342166
SMB       0.052217
HML      -0.003561
dtype: float64, 19534: const     0.037523
vwretd    1.991237
SMB       0.029565
HML       0.002180
dtype: float64, 19535: const     0.004792
vwretd    0.379895
SMB       0.000170
HML      -0.001976
dtype: float64, 19536: const     0.003059
vwretd    1.048203
SMB      -0.002208
HML      -0.000334
dtype: float64, 19537: const     0.003465
vwretd    1.165721
SMB       0.003101
HML      -0.002854
dtype: float64, 19538: const    -0.009100
vwretd    1.281535
SMB       0.006158
HML       0.002765
dtype: float64, 19539: const    -0.018928
vwretd   -0.166318
SMB       0.027794
HML      -0.009105
dtype: float64, 19540: const    -0.008704
vwretd    0.134631
SMB       0.046618
HML      -0.004932
dtype: float64, 19541: const    -0.000551
vwretd    0.999856
SMB       0.015976
HML      -0.001157
dtype: float64, 19542: const    -0.017496
vwretd    0.800042
SMB       0.050816
HML      -0.000362
dtype: float64, 19543: const    -0.018943
vwretd    0.403202
SMB       0.002345
HML       0.000050
dtype: float64, 19544: const     0.001032
vwretd   -0.258019
SMB       0.046659
HML       0.000693
dtype: float64, 19545: const     0.000874
vwretd    0.307236
SMB       0.011335
HML       0.006338
dtype: float64, 19546: const     0.005020
vwretd    0.788345
SMB       0.000391
HML       0.004080
dtype: float64, 19547: const     0.122653
vwretd    1.256300
SMB       0.013390
HML      -0.024506
dtype: float64, 19548: const    -0.060123
vwretd   -0.197251
SMB       0.043419
HML       0.005378
dtype: float64, 19549: const     0.003644
vwretd   -0.012365
SMB       0.000846
HML      -0.000215
dtype: float64, 19550: const    -0.011554
vwretd    0.847748
SMB       0.005785
HML      -0.003581
dtype: float64, 19551: const    -0.038846
vwretd   -1.143492
SMB       0.011553
HML       0.018503
dtype: float64, 19552: const    -0.028198
vwretd    0.766921
SMB       0.007492
HML      -0.002061
dtype: float64, 19553: const     0.002112
vwretd    0.909480
SMB      -0.004886
HML       0.002691
dtype: float64, 19554: const     0.006802
vwretd    1.116385
SMB       0.010216
HML       0.001829
dtype: float64, 19555: const    -0.076983
vwretd    0.992940
SMB       0.021708
HML       0.006199
dtype: float64, 19556: const    -0.087762
vwretd    1.013499
SMB       0.004237
HML      -0.006582
dtype: float64, 19557: const    -0.006161
vwretd    0.205314
SMB      -0.001767
HML      -0.001480
dtype: float64, 19558: const     0.027743
vwretd    1.326032
SMB       0.016068
HML      -0.007023
dtype: float64, 19559: const    -0.101875
vwretd   -1.010279
SMB      -0.005732
HML      -0.007046
dtype: float64, 19560: const     0.044423
vwretd    0.759018
SMB       0.035107
HML      -0.009613
dtype: float64, 19561: const     0.003470
vwretd    1.166582
SMB       0.003500
HML       0.004481
dtype: float64, 19562: const      0.024932
vwretd    10.873828
SMB        0.056708
HML        0.045827
dtype: float64, 19563: const    -0.058237
vwretd    1.014343
SMB       0.011061
HML       0.011087
dtype: float64, 19564: const     0.051427
vwretd   -0.333498
SMB      -0.009376
HML      -0.023581
dtype: float64, 19565: const    -0.023220
vwretd   -0.161414
SMB       0.010763
HML      -0.003494
dtype: float64, 19566: const     0.000303
vwretd    1.049573
SMB       0.008748
HML      -0.016329
dtype: float64, 19568: const     0.042377
vwretd    0.479958
SMB       0.026200
HML      -0.012310
dtype: float64, 19569: const    -0.124658
vwretd   -0.131645
SMB       0.020831
HML      -0.005304
dtype: float64, 19570: const    -0.112140
vwretd    3.122416
SMB      -0.010259
HML       0.007170
dtype: float64, 19571: const     0.001682
vwretd    0.916199
SMB      -0.001171
HML      -0.002170
dtype: float64, 19572: const    -0.029873
vwretd   -0.905885
SMB       0.011207
HML       0.015551
dtype: float64, 19573: const    -0.007133
vwretd    0.277985
SMB       0.022342
HML       0.006255
dtype: float64, 19574: const    -0.032341
vwretd   -0.150772
SMB       0.007270
HML       0.004311
dtype: float64, 19575: const    -0.062098
vwretd    0.132329
SMB       0.006937
HML      -0.003176
dtype: float64, 19576: const    -0.092178
vwretd    1.367729
SMB      -0.005080
HML       0.007425
dtype: float64, 19577: const    -0.029175
vwretd    1.958694
SMB       0.009205
HML       0.001275
dtype: float64, 19578: const    -0.051148
vwretd    0.479933
SMB       0.005383
HML       0.001525
dtype: float64, 19579: const    -0.024093
vwretd    0.299108
SMB       0.012138
HML       0.006877
dtype: float64, 19580: const     0.007653
vwretd    0.459384
SMB       0.014157
HML      -0.001813
dtype: float64, 19581: const    -0.018354
vwretd    1.186440
SMB       0.006204
HML       0.001927
dtype: float64, 19582: const    -0.006684
vwretd    1.806471
SMB       0.007947
HML       0.010975
dtype: float64, 19583: const    -0.005093
vwretd    1.421759
SMB       0.004846
HML       0.006108
dtype: float64, 19584: const     0.049581
vwretd    0.534162
SMB       0.023290
HML      -0.017382
dtype: float64, 19585: const     0.050515
vwretd    1.259209
SMB       0.022953
HML      -0.015984
dtype: float64, 19586: const    -0.111353
vwretd    0.732531
SMB      -0.035429
HML      -0.014206
dtype: float64, 19587: const    -0.034441
vwretd    0.967353
SMB       0.009148
HML      -0.004094
dtype: float64, 19588: const    -0.014403
vwretd    1.090066
SMB       0.007465
HML       0.009567
dtype: float64, 19589: const     0.009310
vwretd    1.039699
SMB       0.012240
HML       0.002549
dtype: float64, 19591: const     0.000821
vwretd    0.621436
SMB       0.000165
HML       0.000706
dtype: float64, 19592: const    -0.083784
vwretd    2.260271
SMB       0.031271
HML       0.003794
dtype: float64, 19593: const    -0.003315
vwretd    0.700885
SMB       0.025769
HML       0.003423
dtype: float64, 19594: const    -0.005439
vwretd    0.230604
SMB      -0.003276
HML      -0.002997
dtype: float64, 19595: const    -0.007469
vwretd    0.146535
SMB      -0.002698
HML      -0.001765
dtype: float64, 19596: const    -0.006311
vwretd    1.475215
SMB       0.001778
HML       0.003421
dtype: float64, 19597: const     0.014672
vwretd   -0.142990
SMB       0.006848
HML      -0.005397
dtype: float64, 19598: const    -0.034336
vwretd   -1.544885
SMB      -0.006393
HML      -0.002962
dtype: float64, 19599: const    -0.047868
vwretd    1.706881
SMB       0.025877
HML      -0.005276
dtype: float64, 19600: const     0.003294
vwretd    0.676837
SMB      -0.001776
HML      -0.000545
dtype: float64, 19601: const     0.000651
vwretd    0.993116
SMB      -0.008077
HML      -0.000037
dtype: float64, 19602: const    -0.062813
vwretd    0.424618
SMB      -0.014706
HML      -0.000157
dtype: float64, 19603: const    -0.000883
vwretd    1.190049
SMB       0.000847
HML      -0.004519
dtype: float64, 19604: const    -0.013840
vwretd    0.835012
SMB      -0.005458
HML      -0.001735
dtype: float64, 19605: const     0.036412
vwretd    2.620591
SMB       0.017102
HML      -0.015199
dtype: float64, 19606: const    -0.064266
vwretd    0.488648
SMB       0.008707
HML       0.005483
dtype: float64, 19607: const    -0.004484
vwretd    1.130405
SMB      -0.002280
HML      -0.004879
dtype: float64, 19608: const    -0.000850
vwretd    0.871005
SMB       0.000152
HML       0.004635
dtype: float64, 19609: const    -0.002008
vwretd    1.567008
SMB       0.009889
HML      -0.000647
dtype: float64, 19610: const    -0.002958
vwretd    0.776294
SMB       0.008926
HML       0.007591
dtype: float64, 19611: const    -0.005459
vwretd    1.157262
SMB       0.000132
HML      -0.004083
dtype: float64, 19612: const     0.004444
vwretd    0.898186
SMB      -0.002430
HML       0.000184
dtype: float64, 19613: const    -0.000506
vwretd    0.963816
SMB       0.000377
HML       0.004419
dtype: float64, 19614: const    -0.005603
vwretd    0.259236
SMB      -0.000179
HML      -0.000165
dtype: float64, 19615: const     0.002419
vwretd    0.268189
SMB      -0.020062
HML      -0.023072
dtype: float64, 19616: const    -0.003543
vwretd    1.186026
SMB       0.022153
HML       0.002355
dtype: float64, 19617: const    -0.006264
vwretd    1.515187
SMB       0.006915
HML       0.002121
dtype: float64, 19618: const    -0.004702
vwretd    0.992132
SMB       0.007001
HML       0.005301
dtype: float64, 19619: const    -0.017884
vwretd    0.043755
SMB       0.022579
HML      -0.022381
dtype: float64, 19620: const    -0.068849
vwretd    0.767418
SMB       0.027993
HML       0.005806
dtype: float64, 19621: const     0.010879
vwretd   -2.389242
SMB       0.033385
HML      -0.027081
dtype: float64, 19622: const      0.177068
vwretd   -10.186905
SMB        0.006565
HML       -0.024123
dtype: float64, 19623: const    -0.095390
vwretd    1.307569
SMB       0.000703
HML       0.000630
dtype: float64, 19624: const    -0.036667
vwretd    1.918391
SMB       0.002950
HML       0.002619
dtype: float64, 19625: const    -0.003037
vwretd    1.167381
SMB       0.013819
HML       0.001905
dtype: float64, 19626: const     0.007730
vwretd    1.326105
SMB       0.016515
HML       0.001725
dtype: float64, 19627: const    -0.105938
vwretd    0.667780
SMB       0.037997
HML       0.003517
dtype: float64, 19628: const    -0.051260
vwretd   -0.475968
SMB       0.022413
HML       0.003048
dtype: float64, 19629: const    -0.066073
vwretd    1.035056
SMB       0.037532
HML       0.000799
dtype: float64, 19630: const     0.002808
vwretd   -0.023107
SMB       0.000042
HML      -0.000414
dtype: float64, 19631: const    -0.070095
vwretd    0.347991
SMB      -0.000116
HML      -0.000262
dtype: float64, 19632: const     0.028973
vwretd    0.755992
SMB      -0.034162
HML      -0.002865
dtype: float64, 19633: const     0.002021
vwretd    1.199373
SMB      -0.001119
HML       0.004833
dtype: float64, 19634: const    -0.080873
vwretd    3.408705
SMB      -0.016104
HML       0.088025
dtype: float64, 19635: const     0.040423
vwretd    0.946249
SMB       0.019950
HML       0.004114
dtype: float64, 19636: const    -0.005668
vwretd   -0.090875
SMB       0.002143
HML      -0.001034
dtype: float64, 19637: const    -0.000477
vwretd    0.332425
SMB       0.014925
HML      -0.006284
dtype: float64, 19638: const    -0.009885
vwretd    0.326159
SMB      -0.015610
HML       0.003606
dtype: float64, 19639: const     0.077712
vwretd    3.191838
SMB       0.051074
HML      -0.001028
dtype: float64, 19640: const    -0.050666
vwretd    2.764311
SMB       0.046251
HML       0.008162
dtype: float64, 19641: const    -0.002617
vwretd    0.948247
SMB       0.003875
HML       0.004127
dtype: float64, 19642: const    -0.014236
vwretd    0.666511
SMB       0.023873
HML       0.002078
dtype: float64, 19643: const     0.029919
vwretd    0.112173
SMB      -0.013511
HML       0.015558
dtype: float64, 19644: const    -0.031840
vwretd    2.555729
SMB      -0.043956
HML      -0.012277
dtype: float64, 19645: const    -0.066828
vwretd    0.236125
SMB       0.031658
HML       0.008696
dtype: float64, 19646: const     0.001675
vwretd   -0.014197
SMB       0.000729
HML      -0.000758
dtype: float64, 19647: const    -0.026882
vwretd    0.722133
SMB       0.034809
HML      -0.003232
dtype: float64, 19648: const    -0.010939
vwretd    1.931243
SMB       0.047182
HML      -0.003472
dtype: float64, 19649: const    -0.120744
vwretd    1.284801
SMB       0.035323
HML       0.010571
dtype: float64, 19650: const    -0.136080
vwretd    2.993478
SMB      -0.017593
HML       0.002562
dtype: float64, 19652: const     0.003197
vwretd   -0.087230
SMB       0.000238
HML      -0.000559
dtype: float64, 19653: const     0.000643
vwretd    1.247880
SMB       0.004694
HML      -0.006814
dtype: float64, 19654: const     0.013736
vwretd    0.411071
SMB       0.010776
HML      -0.011232
dtype: float64, 19655: const    -0.000280
vwretd    1.334780
SMB      -0.001998
HML      -0.003874
dtype: float64, 19656: const    -0.009713
vwretd    0.361071
SMB       0.003611
HML      -0.009826
dtype: float64, 19657: const    -0.055441
vwretd    0.756592
SMB       0.019912
HML       0.000694
dtype: float64, 19658: const     0.003820
vwretd    1.145566
SMB      -0.003649
HML      -0.001804
dtype: float64, 19659: const     0.000464
vwretd    1.307643
SMB       0.006190
HML       0.003624
dtype: float64, 19660: const    -0.019412
vwretd    0.580608
SMB       0.003836
HML      -0.005659
dtype: float64, 19661: const    -0.001453
vwretd    1.420531
SMB       0.003556
HML      -0.000259
dtype: float64, 19662: const    -0.003393
vwretd    1.005416
SMB       0.002487
HML       0.004972
dtype: float64, 19663: const    -0.059101
vwretd   -0.668245
SMB       0.026378
HML      -0.032530
dtype: float64, 19664: const     0.013782
vwretd    0.529313
SMB      -0.025102
HML       0.005301
dtype: float64, 19665: const    -0.017749
vwretd    1.520983
SMB      -0.016097
HML       0.005556
dtype: float64, 19666: const    -0.164664
vwretd    3.008820
SMB      -0.030026
HML      -0.008243
dtype: float64, 19667: const    -0.064143
vwretd    1.899051
SMB       0.000535
HML       0.019846
dtype: float64, 19668: const     0.000025
vwretd    1.308365
SMB       0.004678
HML      -0.001041
dtype: float64, 19669: const     0.011013
vwretd    0.431560
SMB       0.001576
HML      -0.002259
dtype: float64, 19670: const     0.130012
vwretd   -0.399985
SMB      -0.044360
HML       0.032367
dtype: float64, 19672: const    -0.003602
vwretd    0.375494
SMB       0.004775
HML       0.008578
dtype: float64, 19673: const     0.024962
vwretd    0.883755
SMB       0.009057
HML      -0.005485
dtype: float64, 19674: const     0.010154
vwretd    0.494207
SMB       0.007302
HML       0.001456
dtype: float64, 19675: const     0.019295
vwretd    1.790838
SMB       0.008727
HML      -0.012656
dtype: float64, 19676: const     0.007512
vwretd    0.860012
SMB       0.005799
HML      -0.004178
dtype: float64, 19677: const     0.001674
vwretd    1.069759
SMB       0.015206
HML       0.015936
dtype: float64, 19678: const    -0.039101
vwretd    0.740196
SMB       0.018026
HML       0.001542
dtype: float64, 19679: const    -0.053340
vwretd    1.349810
SMB       0.034134
HML       0.003112
dtype: float64, 19680: const    -0.028458
vwretd   -0.184722
SMB       0.002439
HML      -0.002632
dtype: float64, 19681: const    -0.045363
vwretd   -0.380242
SMB       0.018949
HML      -0.006701
dtype: float64, 19682: const    -0.015693
vwretd    0.610286
SMB       0.020589
HML      -0.009775
dtype: float64, 19684: const     0.001267
vwretd    1.217032
SMB       0.005932
HML      -0.003710
dtype: float64, 19685: const    -0.034667
vwretd   -1.110788
SMB       0.060518
HML       0.069806
dtype: float64, 19692: const    -0.001961
vwretd    1.201271
SMB       0.001483
HML      -0.000325
dtype: float64, 19693: const    -0.014468
vwretd    0.985653
SMB       0.014735
HML       0.001550
dtype: float64, 19705: const    -0.002368
vwretd    0.374082
SMB       0.002911
HML      -0.001578
dtype: float64, 19706: const    -0.023046
vwretd   -0.304162
SMB       0.016262
HML      -0.019273
dtype: float64, 19713: const     0.004596
vwretd    0.733858
SMB       0.002346
HML      -0.000139
dtype: float64, 19721: const     0.000606
vwretd    0.970080
SMB       0.004868
HML       0.003350
dtype: float64, 19722: const     0.002700
vwretd    1.581817
SMB       0.008469
HML       0.004288
dtype: float64, 19743: const    -0.048795
vwretd    0.262783
SMB       0.018966
HML      -0.006566
dtype: float64, 19744: const    -0.117076
vwretd    0.733461
SMB       0.018303
HML       0.000093
dtype: float64, 19745: const    -0.058811
vwretd    2.209456
SMB       0.026159
HML       0.010312
dtype: float64, 19746: const     0.041993
vwretd    1.046462
SMB       0.022274
HML      -0.015800
dtype: float64, 19747: const    -0.011777
vwretd    0.721965
SMB      -0.001922
HML      -0.000094
dtype: float64, 19748: const    -0.001689
vwretd    0.853849
SMB       0.009319
HML       0.005800
dtype: float64, 19749: const     0.003012
vwretd    0.443049
SMB       0.006698
HML       0.006062
dtype: float64, 19750: const     0.001218
vwretd    0.866970
SMB      -0.002023
HML      -0.000063
dtype: float64, 19751: const     0.003245
vwretd    1.132118
SMB       0.025923
HML      -0.005269
dtype: float64, 19752: const     0.045862
vwretd    1.407068
SMB       0.017292
HML       0.005054
dtype: float64, 19753: const    -0.002952
vwretd    0.892011
SMB      -0.002642
HML      -0.001357
dtype: float64, 19754: const    -0.072891
vwretd    0.928596
SMB       0.009524
HML      -0.000943
dtype: float64, 19755: const    -0.001022
vwretd    0.493201
SMB      -0.000375
HML      -0.003656
dtype: float64, 19756: const    -0.001838
vwretd    0.750288
SMB       0.012952
HML       0.003116
dtype: float64, 19757: const    -0.022299
vwretd   -0.010325
SMB       0.034109
HML       0.007515
dtype: float64, 19758: const    -0.001320
vwretd    0.488971
SMB      -0.001629
HML      -0.004256
dtype: float64, 19759: const    -0.001498
vwretd    0.405841
SMB      -0.002487
HML      -0.002730
dtype: float64, 19760: const    -0.001929
vwretd    0.340263
SMB      -0.002406
HML      -0.002718
dtype: float64, 19761: const    -0.001136
vwretd    0.304289
SMB      -0.000992
HML      -0.002588
dtype: float64, 19762: const     0.003902
vwretd    0.923142
SMB      -0.002166
HML       0.000453
dtype: float64, 19763: const    -0.001894
vwretd    0.382497
SMB      -0.000516
HML       0.000491
dtype: float64, 19764: const    -0.001575
vwretd    0.554237
SMB       0.008926
HML       0.002984
dtype: float64, 19765: const    -0.024237
vwretd    0.275990
SMB      -0.001620
HML       0.000239
dtype: float64, 19766: const     0.001290
vwretd    0.598416
SMB       0.000544
HML       0.000626
dtype: float64, 19767: const     0.001060
vwretd   -0.022288
SMB      -0.000991
HML      -0.000647
dtype: float64, 19768: const     0.001053
vwretd    0.805846
SMB      -0.001091
HML      -0.000103
dtype: float64, 19769: const    -0.005667
vwretd    0.230282
SMB      -0.001153
HML      -0.000642
dtype: float64, 19770: const     0.009355
vwretd    0.417234
SMB      -0.004796
HML       0.004490
dtype: float64, 19771: const    -0.000968
vwretd    1.045580
SMB       0.007844
HML       0.003267
dtype: float64, 19772: const     0.001186
vwretd    0.900020
SMB      -0.000081
HML      -0.002271
dtype: float64, 19773: const     0.018462
vwretd   -0.046619
SMB       0.006394
HML      -0.008821
dtype: float64, 19774: const    -0.000056
vwretd    1.072746
SMB       0.003314
HML       0.001972
dtype: float64, 19775: const     0.000873
vwretd    1.034092
SMB      -0.002132
HML      -0.000850
dtype: float64, 19776: const    -0.012100
vwretd    0.423548
SMB      -0.009554
HML      -0.006798
dtype: float64, 19777: const     0.008888
vwretd    0.618106
SMB      -0.004606
HML       0.001285
dtype: float64, 19778: const    -0.121010
vwretd    1.022855
SMB       0.041473
HML       0.006963
dtype: float64, 19779: const    -0.042168
vwretd    1.531191
SMB       0.001522
HML      -0.002693
dtype: float64, 19780: const     0.010774
vwretd    0.436398
SMB       0.005955
HML      -0.004498
dtype: float64, 19781: const     0.035118
vwretd    0.115587
SMB       0.017531
HML      -0.003960
dtype: float64, 19782: const    -0.000512
vwretd    0.010337
SMB      -0.000102
HML      -0.000193
dtype: float64, 19783: const     0.004974
vwretd    0.718655
SMB      -0.000548
HML      -0.000290
dtype: float64, 19784: const    -0.004412
vwretd    1.110548
SMB      -0.000056
HML       0.002000
dtype: float64, 19785: const     0.007967
vwretd    0.930771
SMB      -0.003111
HML      -0.002574
dtype: float64, 19786: const    -0.000725
vwretd    0.898855
SMB       0.001520
HML       0.002537
dtype: float64, 19787: const     0.002360
vwretd    0.023321
SMB       0.000806
HML       0.000267
dtype: float64, 19788: const    -0.016950
vwretd    1.148006
SMB       0.017135
HML      -0.009304
dtype: float64, 19789: const    -0.014039
vwretd    0.007802
SMB       0.003380
HML       0.003696
dtype: float64, 19790: const     0.000361
vwretd   -0.000276
SMB      -0.000019
HML       0.000004
dtype: float64, 19791: const     0.000708
vwretd    0.849060
SMB      -0.003076
HML      -0.003018
dtype: float64, 19792: const    -0.004737
vwretd    0.543230
SMB      -0.004644
HML      -0.002256
dtype: float64, 19793: const     0.001933
vwretd    1.149224
SMB      -0.003278
HML      -0.001845
dtype: float64, 19794: const    -0.010048
vwretd    1.523217
SMB      -0.001077
HML      -0.016806
dtype: float64, 19795: const    -0.084583
vwretd    0.181619
SMB      -0.030454
HML      -0.009966
dtype: float64, 19796: const    -0.005407
vwretd    0.340444
SMB      -0.001373
HML      -0.000838
dtype: float64, 19797: const    -0.061183
vwretd   -0.031970
SMB      -0.010363
HML      -0.010011
dtype: float64, 19799: const     0.005822
vwretd    0.904096
SMB       0.006189
HML      -0.002419
dtype: float64, 19800: const     0.051132
vwretd    0.324847
SMB       0.001917
HML      -0.009490
dtype: float64, 19801: const     0.001298
vwretd    1.258640
SMB       0.010498
HML       0.002687
dtype: float64, 19802: const    -0.010688
vwretd    0.760042
SMB       0.011775
HML       0.005037
dtype: float64, 19803: const    -0.022880
vwretd    1.590131
SMB       0.048153
HML       0.009930
dtype: float64, 19804: const     0.001262
vwretd   -0.011361
SMB      -0.000570
HML      -0.000611
dtype: float64, 19805: const     0.000687
vwretd   -0.021477
SMB      -0.000208
HML      -0.000404
dtype: float64, 19806: const     0.002316
vwretd    0.011322
SMB       0.000651
HML      -0.001342
dtype: float64, 19807: const    -0.022152
vwretd    1.419526
SMB       0.002309
HML       0.006778
dtype: float64, 19808: const    -0.020878
vwretd    1.479275
SMB       0.023753
HML       0.011117
dtype: float64, 19809: const    -0.055426
vwretd    0.252298
SMB       0.021410
HML       0.004968
dtype: float64, 19810: const    -0.007178
vwretd   -0.287352
SMB       0.044129
HML       0.002393
dtype: float64, 19811: const    -0.113769
vwretd    1.334766
SMB       0.019659
HML       0.005826
dtype: float64, 19812: const    -0.063111
vwretd    2.669119
SMB      -0.017080
HML       0.006780
dtype: float64, 19813: const     0.007196
vwretd    2.871007
SMB       0.055816
HML       0.034091
dtype: float64, 19814: const     0.055794
vwretd    3.179435
SMB       0.039817
HML       0.000866
dtype: float64, 19815: const    -0.005190
vwretd    0.362597
SMB      -0.000802
HML      -0.000517
dtype: float64, 19816: const    -0.004543
vwretd    0.523098
SMB       0.001829
HML       0.001407
dtype: float64, 19817: const    -0.004627
vwretd    0.301624
SMB      -0.000979
HML      -0.000408
dtype: float64, 19818: const     0.013839
vwretd    1.507719
SMB       0.013868
HML      -0.002150
dtype: float64, 19819: const    -0.006892
vwretd   -0.244029
SMB      -0.000157
HML      -0.005684
dtype: float64, 19820: const    -0.012834
vwretd    0.290172
SMB      -0.001191
HML      -0.005623
dtype: float64, 19821: const    -0.003758
vwretd    1.954641
SMB       0.028794
HML      -0.010643
dtype: float64, 19822: const    -0.025210
vwretd    1.874372
SMB       0.021186
HML       0.009325
dtype: float64, 19823: const    -0.105079
vwretd    3.040341
SMB       0.013852
HML       0.019035
dtype: float64, 19824: const     0.027751
vwretd    2.021113
SMB       0.056826
HML      -0.000219
dtype: float64, 19825: const     0.082524
vwretd   -0.028778
SMB       0.034333
HML      -0.026275
dtype: float64, 19826: const     0.002129
vwretd   -0.006704
SMB       0.000045
HML      -0.000177
dtype: float64, 19827: const     0.002194
vwretd   -0.003639
SMB       0.000169
HML      -0.000166
dtype: float64, 19828: const     0.002798
vwretd    0.846988
SMB       0.005235
HML       0.002597
dtype: float64, 19829: const     0.014553
vwretd   -0.060265
SMB       0.005173
HML       0.001604
dtype: float64, 19830: const    -0.164617
vwretd    2.379835
SMB      -0.010648
HML      -0.003387
dtype: float64, 19831: const     0.013928
vwretd    0.633565
SMB       0.004216
HML      -0.017028
dtype: float64, 19832: const     0.076389
vwretd    5.846583
SMB       0.070473
HML       0.012686
dtype: float64, 19833: const    -0.049158
vwretd   -0.076950
SMB       0.038695
HML      -0.007556
dtype: float64, 19834: const    -0.019538
vwretd    0.917024
SMB       0.000405
HML       0.000333
dtype: float64, 19835: const    -0.103444
vwretd    2.009074
SMB       0.011553
HML      -0.002845
dtype: float64, 19836: const     0.002088
vwretd    0.911505
SMB       0.005681
HML      -0.004360
dtype: float64, 19837: const    -0.065440
vwretd   -0.727019
SMB       0.037249
HML       0.004458
dtype: float64, 19838: const    -0.041661
vwretd    1.771872
SMB       0.028383
HML       0.013729
dtype: float64, 19839: const    -0.105494
vwretd    0.170098
SMB      -0.013931
HML      -0.027284
dtype: float64, 19840: const    -0.084785
vwretd   -0.692084
SMB       0.005230
HML      -0.006123
dtype: float64, 19841: const    -0.001416
vwretd    1.118795
SMB       0.007062
HML      -0.000488
dtype: float64, 19842: const    -0.001215
vwretd    0.869505
SMB      -0.001940
HML      -0.003107
dtype: float64, 19843: const     0.000033
vwretd    0.540507
SMB      -0.013810
HML      -0.011205
dtype: float64, 19844: const     0.001359
vwretd    1.168396
SMB       0.005497
HML      -0.002086
dtype: float64, 19845: const    -0.001667
vwretd    1.058969
SMB      -0.000762
HML       0.006571
dtype: float64, 19846: const    -0.120128
vwretd    1.023734
SMB      -0.027756
HML      -0.024444
dtype: float64, 19847: const    -0.037348
vwretd    1.027976
SMB      -0.001025
HML      -0.022100
dtype: float64, 19848: const     0.030046
vwretd   -0.308370
SMB       0.019747
HML       0.007920
dtype: float64, 19849: const     0.162864
vwretd   -3.537589
SMB       0.013042
HML      -0.013678
dtype: float64, 19850: const    -0.083215
vwretd    0.776470
SMB       0.035168
HML      -0.003948
dtype: float64, 19851: const     0.057341
vwretd    2.540184
SMB       0.037755
HML       0.000710
dtype: float64, 19852: const    -0.003752
vwretd    1.259591
SMB       0.004644
HML       0.007966
dtype: float64, 19853: const    -0.005208
vwretd    1.378320
SMB       0.014234
HML       0.012274
dtype: float64, 19854: const    -0.008501
vwretd    0.495870
SMB       0.006579
HML       0.004938
dtype: float64, 19855: const    -0.005119
vwretd    0.907589
SMB      -0.000042
HML       0.000022
dtype: float64, 19856: const     0.034322
vwretd   -0.654459
SMB       0.000200
HML      -0.002567
dtype: float64, 19857: const     0.046284
vwretd   -0.322692
SMB      -0.002450
HML      -0.009549
dtype: float64, 19858: const    -0.032001
vwretd    1.336130
SMB       0.001153
HML       0.002098
dtype: float64, 19859: const    -0.045722
vwretd    1.223210
SMB       0.009954
HML       0.000531
dtype: float64, 19860: const     0.002146
vwretd    0.755976
SMB       0.003525
HML       0.001562
dtype: float64, 19862: const    -0.133836
vwretd    1.201822
SMB       0.019710
HML      -0.002689
dtype: float64, 19863: const     0.002734
vwretd    0.266195
SMB      -0.000512
HML       0.000217
dtype: float64, 19864: const     0.001998
vwretd    0.578873
SMB      -0.000092
HML       0.000643
dtype: float64, 19865: const    -0.005592
vwretd    0.266307
SMB      -0.000989
HML      -0.000503
dtype: float64, 19866: const    -0.003038
vwretd    0.098240
SMB      -0.000077
HML       0.000143
dtype: float64, 19867: const     0.001912
vwretd   -0.020299
SMB       0.000037
HML      -0.000291
dtype: float64, 19868: const    -0.014673
vwretd    1.160124
SMB       0.008207
HML      -0.004588
dtype: float64, 19869: const    -0.012198
vwretd    1.201852
SMB       0.006861
HML      -0.004888
dtype: float64, 19870: const    -0.001246
vwretd    0.731526
SMB       0.004759
HML      -0.001851
dtype: float64, 19871: const    -0.008997
vwretd    0.476818
SMB      -0.005637
HML      -0.002535
dtype: float64, 19872: const    -0.004217
vwretd    0.323389
SMB      -0.001634
HML       0.000815
dtype: float64, 19873: const    -0.005850
vwretd    0.499977
SMB      -0.001989
HML      -0.001595
dtype: float64, 19874: const    -0.005138
vwretd    0.341439
SMB      -0.001557
HML      -0.000977
dtype: float64, 19876: const    -0.003238
vwretd    0.131060
SMB      -0.000229
HML      -0.000035
dtype: float64, 19877: const    -0.025701
vwretd    1.017836
SMB       0.013713
HML       0.001349
dtype: float64, 19878: const     0.003349
vwretd    1.036691
SMB      -0.001557
HML       0.000106
dtype: float64, 19879: const    -0.002849
vwretd    1.037199
SMB       0.004192
HML       0.001056
dtype: float64, 19880: const     0.001377
vwretd    1.560652
SMB       0.010968
HML       0.002645
dtype: float64, 19881: const    -0.008967
vwretd    1.114504
SMB       0.003037
HML      -0.003067
dtype: float64, 19882: const    -0.005882
vwretd    0.349531
SMB       0.001387
HML       0.000602
dtype: float64, 19883: const     0.003388
vwretd    0.869826
SMB       0.004851
HML       0.003559
dtype: float64, 19884: const     0.002122
vwretd    0.568820
SMB       0.005217
HML       0.002495
dtype: float64, 19885: const     0.003705
vwretd    0.648944
SMB       0.000102
HML       0.001794
dtype: float64, 19886: const    -0.014493
vwretd    0.160926
SMB      -0.000178
HML       0.002385
dtype: float64, 19887: const     0.001166
vwretd    0.796856
SMB       0.006853
HML       0.003616
dtype: float64, 19888: const     0.010445
vwretd    1.588721
SMB       0.014056
HML       0.000480
dtype: float64, 19889: const     0.001728
vwretd    0.629288
SMB       0.001272
HML       0.001143
dtype: float64, 19890: const     0.000096
vwretd    0.296542
SMB      -0.000809
HML      -0.000084
dtype: float64, 19892: const    -0.125293
vwretd   -0.255445
SMB       0.031488
HML       0.016831
dtype: float64, 19893: const    -0.045988
vwretd    1.625781
SMB       0.037503
HML      -0.003006
dtype: float64, 19894: const     0.040573
vwretd    2.382608
SMB       0.049742
HML      -0.001463
dtype: float64, 19895: const    -0.002567
vwretd    1.290505
SMB       0.004649
HML       0.007234
dtype: float64, 19896: const    -0.029872
vwretd    1.418711
SMB       0.013429
HML       0.013622
dtype: float64, 19897: const    -0.032090
vwretd    1.541125
SMB      -0.031931
HML       0.007724
dtype: float64, 19898: const    -0.004349
vwretd    1.199036
SMB      -0.009149
HML      -0.000192
dtype: float64, 19899: const    -0.049108
vwretd   -1.050610
SMB      -0.006606
HML      -0.010107
dtype: float64, 19900: const    -0.001169
vwretd    0.871898
SMB      -0.000565
HML       0.000277
dtype: float64, 19901: const    -0.001526
vwretd    0.831967
SMB       0.000884
HML       0.000654
dtype: float64, 19902: const     0.000645
vwretd    0.521042
SMB      -0.000008
HML       0.000434
dtype: float64, 19903: const    -0.002246
vwretd    0.475061
SMB       0.001078
HML       0.001046
dtype: float64, 19904: const    -0.001664
vwretd    1.009697
SMB       0.008538
HML       0.006390
dtype: float64, 19905: const    -0.027992
vwretd    0.799555
SMB      -0.001094
HML      -0.003181
dtype: float64, 19906: const     0.000799
vwretd    0.014004
SMB      -0.000678
HML      -0.000355
dtype: float64, 19907: const     0.003177
vwretd    0.689324
SMB      -0.001317
HML      -0.000512
dtype: float64, 19908: const    -0.000227
vwretd    1.009933
SMB       0.010953
HML      -0.003321
dtype: float64, 19909: const    -0.000385
vwretd    1.324069
SMB       0.037457
HML       0.043555
dtype: float64, 19910: const    -0.063959
vwretd   -0.121469
SMB       0.014636
HML       0.007399
dtype: float64, 19912: const    -0.005925
vwretd   -0.130484
SMB      -0.040332
HML      -0.016973
dtype: float64, 19913: const    -0.006244
vwretd    1.064581
SMB      -0.004064
HML       0.001821
dtype: float64, 19914: const     0.001540
vwretd    0.998508
SMB       0.013525
HML       0.002593
dtype: float64, 19915: const    -0.007505
vwretd    0.959343
SMB      -0.000924
HML      -0.002485
dtype: float64, 19916: const     0.004728
vwretd    0.948563
SMB       0.001069
HML      -0.000585
dtype: float64, 19917: const    -0.019600
vwretd    1.562900
SMB       0.057774
HML      -0.010824
dtype: float64, 19918: const    -0.094378
vwretd    1.461783
SMB       0.020615
HML       0.009549
dtype: float64, 19919: const     0.036617
vwretd    2.414875
SMB       0.050455
HML      -0.005904
dtype: float64, 19920: const    -0.007457
vwretd    0.152902
SMB       0.000125
HML       0.000266
dtype: float64, 19921: const    -0.001999
vwretd    0.314063
SMB       0.001271
HML       0.000738
dtype: float64, 19922: const     0.000883
vwretd    0.584076
SMB      -0.001532
HML       0.006205
dtype: float64, 19923: const    -0.001205
vwretd    0.570088
SMB       0.001224
HML       0.001514
dtype: float64, 19924: const    -0.004200
vwretd    0.509705
SMB       0.003811
HML       0.005034
dtype: float64, 19925: const    -0.043438
vwretd   -0.182059
SMB       0.032147
HML       0.013658
dtype: float64, 19926: const    -0.006741
vwretd    0.901482
SMB       0.002375
HML       0.003299
dtype: float64, 19927: const    -0.011674
vwretd    0.793435
SMB       0.001747
HML      -0.000081
dtype: float64, 19928: const    -0.068457
vwretd    2.261815
SMB       0.029692
HML       0.000966
dtype: float64, 19929: const     0.000513
vwretd    0.019751
SMB       0.000241
HML       0.000067
dtype: float64, 19930: const     0.009873
vwretd    0.742235
SMB       0.003523
HML      -0.004889
dtype: float64, 19931: const     0.000112
vwretd    0.009436
SMB       0.001065
HML       0.000687
dtype: float64, 19932: const    -0.001693
vwretd    0.914155
SMB       0.006838
HML       0.003891
dtype: float64, 19933: const     0.007425
vwretd    1.076501
SMB       0.002821
HML       0.004254
dtype: float64, 19935: const    -0.071351
vwretd    0.858373
SMB       0.013395
HML      -0.001046
dtype: float64, 19936: const     0.004377
vwretd   -0.225022
SMB      -0.000714
HML      -0.003107
dtype: float64, 19937: const    -0.040996
vwretd    0.614555
SMB       0.000955
HML       0.003802
dtype: float64, 19938: const     0.027288
vwretd    1.870592
SMB       0.012356
HML       0.003914
dtype: float64, 19939: const    -0.031752
vwretd    0.679634
SMB       0.029290
HML       0.007014
dtype: float64, 19940: const     0.007494
vwretd    0.868866
SMB       0.000074
HML      -0.001469
dtype: float64, 19941: const    -0.138383
vwretd    7.575129
SMB      -0.037057
HML       0.062226
dtype: float64, 19942: const     0.002959
vwretd    0.856215
SMB      -0.000783
HML      -0.007035
dtype: float64, 19943: const     0.003120
vwretd    0.171800
SMB       0.027570
HML       0.005185
dtype: float64, 19944: const    -0.080538
vwretd    1.391825
SMB       0.037834
HML      -0.002017
dtype: float64, 19945: const     0.054883
vwretd    0.973477
SMB       0.002121
HML      -0.008888
dtype: float64, 19946: const    -0.014013
vwretd    0.595530
SMB       0.013844
HML       0.002517
dtype: float64, 19947: const    -0.031323
vwretd   -0.131830
SMB       0.036976
HML       0.019619
dtype: float64, 19948: const    -0.048470
vwretd    1.073095
SMB      -0.018721
HML      -0.012510
dtype: float64, 19949: const    -0.000346
vwretd   -0.039385
SMB       0.003709
HML       0.000588
dtype: float64, 19950: const    -0.099270
vwretd    1.680733
SMB      -0.005155
HML       0.008340
dtype: float64, 19951: const     0.000766
vwretd   -0.023079
SMB      -0.000152
HML      -0.000132
dtype: float64, 19952: const    -0.029118
vwretd    2.500517
SMB       0.038327
HML       0.004060
dtype: float64, 19953: const    -0.017754
vwretd    1.913617
SMB       0.025445
HML      -0.006326
dtype: float64, 19954: const    -0.123987
vwretd    2.209470
SMB       0.003728
HML      -0.004843
dtype: float64, 19955: const    -0.042108
vwretd    1.129762
SMB       0.047490
HML      -0.003162
dtype: float64, 19956: const    -0.125899
vwretd    2.001035
SMB       0.044706
HML       0.009232
dtype: float64, 19957: const     0.009092
vwretd    1.434044
SMB       0.010146
HML      -0.003352
dtype: float64, 19958: const    -0.080760
vwretd    0.748295
SMB      -0.004088
HML      -0.020543
dtype: float64, 19959: const    -0.003189
vwretd    0.533868
SMB       0.007846
HML       0.006226
dtype: float64, 19960: const    -0.007318
vwretd    1.005936
SMB      -0.012882
HML      -0.004591
dtype: float64, 19961: const    -0.011679
vwretd    0.541215
SMB      -0.005152
HML       0.000204
dtype: float64, 19962: const     0.033509
vwretd    1.990974
SMB      -0.003036
HML      -0.007441
dtype: float64, 19964: const    -0.000055
vwretd   -0.015710
SMB       0.002033
HML       0.000451
dtype: float64, 19965: const    -0.029510
vwretd    0.174156
SMB       0.020019
HML      -0.009863
dtype: float64, 19966: const     0.020359
vwretd    1.693395
SMB       0.004175
HML       0.004361
dtype: float64, 19967: const    -0.006335
vwretd    0.608644
SMB       0.012165
HML       0.000573
dtype: float64, 19968: const     0.005352
vwretd    0.652919
SMB       0.004267
HML       0.002138
dtype: float64, 19969: const    -0.057964
vwretd    1.052503
SMB       0.046990
HML       0.008997
dtype: float64, 19970: const    -0.122106
vwretd    0.707560
SMB       0.012798
HML      -0.000273
dtype: float64, 19972: const    -0.004216
vwretd    0.208217
SMB      -0.000429
HML       0.000222
dtype: float64, 19973: const    -0.054475
vwretd    0.745263
SMB       0.026121
HML       0.013228
dtype: float64, 19974: const    -0.126190
vwretd   -0.253449
SMB       0.013198
HML      -0.007187
dtype: float64, 19975: const    -0.003782
vwretd    0.903805
SMB       0.004703
HML       0.004437
dtype: float64, 19976: const    -0.015004
vwretd    1.749164
SMB       0.028786
HML      -0.005834
dtype: float64, 19977: const    -0.000227
vwretd   -0.000003
SMB      -0.000757
HML      -0.000706
dtype: float64, 19978: const     0.009005
vwretd   -1.625657
SMB      -0.003295
HML      -0.021701
dtype: float64, 19979: const    -0.030805
vwretd   -0.263823
SMB       0.033414
HML      -0.004215
dtype: float64, 19980: const     0.020638
vwretd    0.339713
SMB       0.025926
HML      -0.015348
dtype: float64, 19981: const    -0.146442
vwretd    1.382729
SMB       0.021166
HML       0.001940
dtype: float64, 19982: const    -0.022369
vwretd    0.545282
SMB      -0.001392
HML       0.004427
dtype: float64, 19983: const    -0.000018
vwretd    0.770347
SMB       0.011919
HML       0.004564
dtype: float64, 19984: const     0.033788
vwretd    0.376074
SMB       0.024524
HML       0.005988
dtype: float64, 19985: const    -0.036501
vwretd    0.339072
SMB       0.051120
HML      -0.000793
dtype: float64, 19986: const    -0.072401
vwretd    2.821599
SMB       0.000887
HML       0.002184
dtype: float64, 19987: const    -0.003660
vwretd    1.054395
SMB       0.004224
HML      -0.001209
dtype: float64, 19988: const     0.000670
vwretd    1.161513
SMB      -0.002724
HML      -0.003838
dtype: float64, 19989: const    -0.003984
vwretd    1.497075
SMB      -0.016186
HML      -0.001784
dtype: float64, 19990: const    -0.003441
vwretd   -0.000048
SMB      -0.000633
HML      -0.001085
dtype: float64, 19991: const    -0.000622
vwretd    1.096857
SMB       0.002604
HML       0.002196
dtype: float64, 19992: const    -0.003645
vwretd    0.803276
SMB       0.007246
HML       0.008530
dtype: float64, 19993: const    -0.072102
vwretd    0.862804
SMB       0.026900
HML      -0.000665
dtype: float64, 19994: const    -0.080694
vwretd   -0.380997
SMB       0.019786
HML      -0.009791
dtype: float64, 19995: const    -0.016163
vwretd    0.214685
SMB       0.008418
HML      -0.002002
dtype: float64, 19996: const     0.007668
vwretd    0.593319
SMB       0.010019
HML      -0.006205
dtype: float64, 19997: const    -0.055103
vwretd    1.307677
SMB       0.018146
HML      -0.002284
dtype: float64, 19998: const    -0.003721
vwretd    0.876031
SMB      -0.007107
HML      -0.004618
dtype: float64, 19999: const    -0.014461
vwretd    2.335940
SMB       0.031135
HML      -0.001258
dtype: float64, 20001: const     0.000818
vwretd    0.939042
SMB       0.002210
HML      -0.004844
dtype: float64, 20002: const    -0.022107
vwretd    1.479019
SMB       0.016346
HML       0.013742
dtype: float64, 20028: const     0.009682
vwretd    0.597609
SMB       0.005103
HML       0.002720
dtype: float64, 20029: const    -0.086655
vwretd    0.660228
SMB       0.037892
HML       0.014799
dtype: float64, 20036: const     0.001442
vwretd    1.078637
SMB       0.005831
HML       0.004509
dtype: float64, 20037: const     0.001794
vwretd    0.563440
SMB       0.009044
HML       0.006335
dtype: float64, 20044: const     0.004618
vwretd    0.070496
SMB       0.045128
HML       0.020205
dtype: float64, 20045: const     0.022081
vwretd    0.569452
SMB      -0.000218
HML       0.001441
dtype: float64, 20052: const     0.000796
vwretd    1.052677
SMB       0.003973
HML       0.006509
dtype: float64, 20053: const     0.000742
vwretd    0.966034
SMB       0.002748
HML       0.011245
dtype: float64, 20057: const    -0.029317
vwretd    0.919874
SMB      -0.016114
HML       0.009966
dtype: float64, 20058: const    -0.032961
vwretd    2.065253
SMB       0.051484
HML       0.005154
dtype: float64, 20059: const    -0.009698
vwretd   -0.590239
SMB       0.005544
HML      -0.014586
dtype: float64, 20060: const     0.001684
vwretd    0.873604
SMB       0.004335
HML       0.000204
dtype: float64, 20061: const     0.001253
vwretd    0.744284
SMB       0.003865
HML       0.005498
dtype: float64, 20062: const    -0.036798
vwretd    1.523685
SMB       0.003592
HML       0.007255
dtype: float64, 20063: const    -0.009063
vwretd    1.044533
SMB      -0.000208
HML      -0.002043
dtype: float64, 20064: const    -0.057672
vwretd    0.744658
SMB       0.004039
HML       0.010517
dtype: float64, 20065: const    -0.025379
vwretd    0.478499
SMB      -0.001673
HML       0.010288
dtype: float64, 20066: const    -0.031430
vwretd    1.246031
SMB       0.001246
HML      -0.000915
dtype: float64, 20067: const    -0.046774
vwretd    2.041324
SMB       0.030166
HML       0.013714
dtype: float64, 20068: const     0.002319
vwretd   -0.048615
SMB       0.006607
HML       0.000863
dtype: float64, 20069: const    -0.000472
vwretd    0.024782
SMB       0.005006
HML       0.000957
dtype: float64, 20070: const    -0.003496
vwretd   -0.034089
SMB      -0.001726
HML      -0.000185
dtype: float64, 20071: const    -0.019010
vwretd    1.189162
SMB      -0.001295
HML      -0.000898
dtype: float64, 20072: const     0.026099
vwretd    2.164970
SMB       0.034577
HML      -0.003910
dtype: float64, 20073: const     0.001592
vwretd    1.021629
SMB      -0.000411
HML       0.000518
dtype: float64, 20074: const    -0.007182
vwretd    0.861119
SMB      -0.004377
HML       0.001833
dtype: float64, 20075: const    -0.037119
vwretd    1.146220
SMB       0.017346
HML      -0.001010
dtype: float64, 20076: const    -0.007885
vwretd    0.185439
SMB      -0.006263
HML      -0.002486
dtype: float64, 20077: const    -0.009319
vwretd    0.961964
SMB       0.002319
HML      -0.001056
dtype: float64, 20078: const     0.001799
vwretd   -0.009054
SMB       0.001036
HML       0.000158
dtype: float64, 20079: const     0.001957
vwretd    1.309329
SMB      -0.000765
HML       0.001126
dtype: float64, 20080: const     -0.335687
vwretd   -32.851187
SMB        0.458338
HML        0.272323
dtype: float64, 20081: const     0.001528
vwretd   -0.015054
SMB       0.000893
HML       0.000545
dtype: float64, 20082: const    -0.087357
vwretd    0.597848
SMB      -0.011377
HML       0.005174
dtype: float64, 20083: const     0.003004
vwretd    0.085854
SMB       0.002324
HML       0.000714
dtype: float64, 20084: const     0.009215
vwretd    1.223725
SMB       0.003048
HML      -0.000545
dtype: float64, 20085: const    -0.001002
vwretd    0.377755
SMB       0.001367
HML       0.001151
dtype: float64, 20086: const    -0.000539
vwretd    1.087398
SMB       0.009920
HML       0.002726
dtype: float64, 20087: const    -0.001504
vwretd    0.819850
SMB       0.005236
HML       0.003583
dtype: float64, 20088: const     0.000969
vwretd    0.853615
SMB      -0.000123
HML       0.006834
dtype: float64, 20089: const    -0.017158
vwretd    0.314898
SMB      -0.002170
HML      -0.003954
dtype: float64, 20090: const     0.001546
vwretd    0.863796
SMB      -0.003152
HML       0.001548
dtype: float64, 20091: const    -0.001907
vwretd    0.984824
SMB       0.015442
HML       0.003544
dtype: float64, 20092: const    -0.004320
vwretd    0.575919
SMB       0.014727
HML       0.005668
dtype: float64, 20093: const     0.004159
vwretd    0.802491
SMB      -0.000656
HML       0.000198
dtype: float64, 20094: const    -0.063538
vwretd    1.566398
SMB       0.056102
HML       0.016459
dtype: float64, 20095: const     0.002250
vwretd    0.680263
SMB       0.004214
HML       0.000707
dtype: float64, 20096: const     0.010046
vwretd    0.476504
SMB       0.003197
HML       0.006693
dtype: float64, 20097: const    -0.091531
vwretd    0.795378
SMB       0.011565
HML       0.012268
dtype: float64, 20098: const     0.001350
vwretd    0.027098
SMB       0.000543
HML       0.000234
dtype: float64, 20099: const    -0.000904
vwretd    0.469802
SMB       0.001342
HML      -0.000431
dtype: float64, 20100: const    -0.005792
vwretd    0.349954
SMB      -0.002194
HML      -0.001344
dtype: float64, 20101: const    -0.067466
vwretd    1.967033
SMB       0.022569
HML       0.007622
dtype: float64, 20102: const     0.004644
vwretd    0.983291
SMB       0.003403
HML       0.002378
dtype: float64, 20103: const     0.006171
vwretd    0.955464
SMB       0.000095
HML       0.001857
dtype: float64, 20104: const     0.004009
vwretd    1.056053
SMB      -0.001549
HML      -0.000412
dtype: float64, 20105: const     0.002076
vwretd    0.525163
SMB      -0.004541
HML      -0.004544
dtype: float64, 20106: const    -0.009731
vwretd    1.115156
SMB       0.005781
HML       0.001930
dtype: float64, 20107: const    -0.008935
vwretd    0.540066
SMB      -0.005685
HML       0.003842
dtype: float64, 20108: const     0.006963
vwretd    0.987751
SMB       0.002474
HML      -0.004084
dtype: float64, 20109: const     0.051908
vwretd    1.268848
SMB       0.008445
HML      -0.029610
dtype: float64, 20110: const    -0.009954
vwretd    0.869100
SMB       0.003025
HML      -0.004157
dtype: float64, 20111: const     0.005059
vwretd    0.561765
SMB      -0.001290
HML       0.006696
dtype: float64, 20112: const     0.031000
vwretd   -3.990858
SMB       0.044270
HML      -0.031213
dtype: float64, 20113: const     0.002504
vwretd    0.045087
SMB       0.001175
HML       0.000158
dtype: float64, 20114: const    -0.009243
vwretd    0.388178
SMB       0.005198
HML       0.002452
dtype: float64, 20115: const    -0.077497
vwretd    2.358688
SMB       0.049963
HML       0.023501
dtype: float64, 20116: const     0.000165
vwretd    1.163232
SMB       0.007474
HML      -0.004550
dtype: float64, 20117: const     0.004591
vwretd    0.967926
SMB       0.007106
HML       0.000348
dtype: float64, 20118: const     0.002278
vwretd   -0.005836
SMB       0.000215
HML      -0.000159
dtype: float64, 20119: const     0.004417
vwretd   -0.000433
SMB       0.001801
HML       0.000359
dtype: float64, 20120: const    -0.065777
vwretd    0.427686
SMB      -0.006074
HML      -0.001981
dtype: float64, 20121: const     0.002927
vwretd   -0.008707
SMB      -0.000061
HML      -0.000074
dtype: float64, 20122: const     0.002784
vwretd    0.042657
SMB       0.000304
HML      -0.000278
dtype: float64, 20124: const     0.004224
vwretd    0.925640
SMB      -0.001450
HML       0.000403
dtype: float64, 20125: const     0.004941
vwretd    1.641049
SMB       0.020049
HML      -0.000134
dtype: float64, 20126: const    -0.003517
vwretd    1.815003
SMB       0.033989
HML       0.000760
dtype: float64, 20127: const    -0.002298
vwretd   -0.046855
SMB       0.002139
HML      -0.000289
dtype: float64, 20128: const    -0.089868
vwretd    1.814388
SMB       0.051148
HML       0.009638
dtype: float64, 20129: const    -0.007989
vwretd    0.071763
SMB       0.005210
HML       0.001042
dtype: float64, 20130: const    -0.042186
vwretd    1.376187
SMB       0.026994
HML       0.006449
dtype: float64, 20131: const     0.000599
vwretd   -0.001459
SMB       0.001729
HML       0.000583
dtype: float64, 20132: const     0.004531
vwretd    0.798703
SMB       0.003208
HML      -0.000623
dtype: float64, 20133: const    -0.012504
vwretd    1.909098
SMB      -0.005555
HML       0.018441
dtype: float64, 20134: const    -0.024671
vwretd    1.785247
SMB       0.044966
HML       0.005931
dtype: float64, 20135: const    -0.071953
vwretd    1.171074
SMB      -0.006738
HML      -0.016851
dtype: float64, 20136: const    -0.047251
vwretd    1.743021
SMB       0.051288
HML       0.021478
dtype: float64, 20137: const    -0.032405
vwretd    1.222793
SMB       0.016128
HML      -0.002592
dtype: float64, 20138: const    -0.032507
vwretd    0.791443
SMB       0.003021
HML       0.004677
dtype: float64, 20139: const     0.003337
vwretd    1.036344
SMB      -0.000510
HML      -0.000717
dtype: float64, 20140: const     0.000546
vwretd    0.983124
SMB       0.009905
HML      -0.000046
dtype: float64, 20141: const    -0.000459
vwretd    2.010657
SMB      -0.018080
HML      -0.009577
dtype: float64, 20142: const     0.003067
vwretd    0.895568
SMB       0.030266
HML       0.001148
dtype: float64, 20143: const    -0.027144
vwretd   -0.128856
SMB      -0.021989
HML      -0.005790
dtype: float64, 20144: const    -0.035029
vwretd    0.210904
SMB      -0.009055
HML      -0.003647
dtype: float64, 20145: const    -0.077691
vwretd    0.096427
SMB       0.023595
HML       0.012568
dtype: float64, 20146: const     0.010430
vwretd    2.042560
SMB       0.017500
HML       0.007678
dtype: float64, 20147: const    -0.080271
vwretd    0.574344
SMB       0.035106
HML      -0.006904
dtype: float64, 20148: const     0.002036
vwretd    0.003919
SMB       0.000407
HML       0.000003
dtype: float64, 20149: const    -0.162765
vwretd   -0.850962
SMB      -0.043854
HML      -0.018769
dtype: float64, 20150: const    -0.054248
vwretd    2.470806
SMB       0.021060
HML      -0.001269
dtype: float64, 20151: const     0.006925
vwretd    1.076413
SMB      -0.000712
HML      -0.001513
dtype: float64, 20152: const     0.001120
vwretd   -0.014078
SMB       0.001376
HML       0.000299
dtype: float64, 20153: const     0.002853
vwretd    1.375883
SMB       0.006635
HML      -0.002297
dtype: float64, 20154: const    -0.087319
vwretd    0.313634
SMB      -0.050050
HML      -0.004333
dtype: float64, 20155: const    -0.110874
vwretd    0.923790
SMB       0.024223
HML       0.005221
dtype: float64, 20156: const     0.002491
vwretd    0.013221
SMB       0.001215
HML       0.000354
dtype: float64, 20157: const    -0.052462
vwretd    1.062602
SMB       0.048125
HML       0.014699
dtype: float64, 20158: const     0.001368
vwretd   -0.007822
SMB      -0.000097
HML      -0.000050
dtype: float64, 20159: const    -0.007617
vwretd    1.232693
SMB       0.002592
HML      -0.002043
dtype: float64, 20160: const     0.003624
vwretd    0.787562
SMB       0.008484
HML      -0.000076
dtype: float64, 20161: const     0.042547
vwretd    1.389909
SMB       0.007646
HML       0.009162
dtype: float64, 20162: const    -0.038103
vwretd   -0.899720
SMB       0.023852
HML      -0.015487
dtype: float64, 20163: const    -0.061751
vwretd   -1.330127
SMB       0.012546
HML      -0.036111
dtype: float64, 20164: const    -0.021180
vwretd    1.035870
SMB       0.000858
HML       0.003851
dtype: float64, 20165: const     0.007088
vwretd    0.000214
SMB       0.002270
HML       0.000615
dtype: float64, 20166: const     0.002276
vwretd   -0.010056
SMB       0.000735
HML       0.000110
dtype: float64, 20167: const    -0.002047
vwretd    1.326300
SMB       0.005294
HML       0.001354
dtype: float64, 20168: const     0.024973
vwretd    0.273708
SMB       0.016185
HML      -0.017963
dtype: float64, 20169: const    -0.042210
vwretd   -1.463229
SMB      -0.030891
HML      -0.030305
dtype: float64, 20170: const    -0.015110
vwretd    0.398624
SMB      -0.003399
HML       0.001341
dtype: float64, 20171: const     0.007082
vwretd    2.222075
SMB       0.021002
HML      -0.010777
dtype: float64, 20172: const    -0.068585
vwretd    0.798131
SMB      -0.012278
HML       0.001826
dtype: float64, 20173: const    -0.038014
vwretd    0.490613
SMB       0.060031
HML       0.016519
dtype: float64, 20174: const     0.005962
vwretd    0.046187
SMB       0.002902
HML      -0.000021
dtype: float64, 20175: const     0.004516
vwretd    0.779922
SMB       0.006297
HML       0.001387
dtype: float64, 20176: const     0.034132
vwretd    0.171496
SMB       0.013964
HML      -0.004848
dtype: float64, 20178: const     0.012395
vwretd    0.904267
SMB       0.067724
HML       0.012628
dtype: float64, 20179: const     0.079220
vwretd    5.380037
SMB      -0.028455
HML      -0.026688
dtype: float64, 20180: const     0.042027
vwretd    0.580271
SMB       0.067182
HML       0.005438
dtype: float64, 20181: const     0.030882
vwretd    1.105217
SMB       0.032698
HML      -0.003925
dtype: float64, 20182: const    -0.007894
vwretd    0.985138
SMB      -0.002360
HML       0.004015
dtype: float64, 20183: const     0.002702
vwretd    0.826364
SMB       0.003914
HML       0.000166
dtype: float64, 20186: const     0.025003
vwretd   -0.456067
SMB       0.004924
HML      -0.032380
dtype: float64, 20187: const    -0.030711
vwretd    1.672118
SMB       0.025265
HML      -0.001897
dtype: float64, 20188: const     0.042516
vwretd    1.662028
SMB       0.023622
HML       0.012864
dtype: float64, 20189: const    -0.037056
vwretd    1.492216
SMB      -0.008318
HML      -0.009783
dtype: float64, 20190: const    -0.004397
vwretd    1.260211
SMB       0.012425
HML      -0.000501
dtype: float64, 20191: const    -0.006881
vwretd    0.795007
SMB      -0.010045
HML      -0.004912
dtype: float64, 20192: const     0.051832
vwretd   -0.561342
SMB       0.006774
HML      -0.012826
dtype: float64, 20193: const    -0.071622
vwretd    1.248090
SMB       0.014670
HML       0.004343
dtype: float64, 20194: const    -0.144729
vwretd    2.620995
SMB       0.029448
HML       0.014930
dtype: float64, 20195: const    -0.013465
vwretd    1.459415
SMB      -0.016806
HML      -0.003348
dtype: float64, 20196: const    -0.041267
vwretd    1.440445
SMB       0.056066
HML       0.016378
dtype: float64, 20197: const    -0.055606
vwretd    7.865398
SMB      -0.046433
HML      -0.011934
dtype: float64, 20198: const    -0.002997
vwretd    1.134454
SMB      -0.001492
HML      -0.002361
dtype: float64, 20199: const    -0.007231
vwretd    0.791778
SMB      -0.002389
HML      -0.002074
dtype: float64, 20200: const    -0.013994
vwretd    0.050371
SMB       0.000582
HML      -0.003765
dtype: float64, 20201: const    -0.015193
vwretd    1.100764
SMB       0.000562
HML      -0.002362
dtype: float64, 20202: const    -0.005116
vwretd    0.557699
SMB       0.001347
HML      -0.000758
dtype: float64, 20203: const    -0.002544
vwretd    0.211750
SMB      -0.000634
HML      -0.000352
dtype: float64, 20204: const    -0.000658
vwretd    1.227450
SMB       0.003773
HML       0.005217
dtype: float64, 20205: const    -0.041589
vwretd    0.796884
SMB      -0.016439
HML       0.002364
dtype: float64, 20206: const    -0.017445
vwretd    1.266096
SMB      -0.001186
HML       0.001105
dtype: float64, 20207: const    -0.011686
vwretd    1.948027
SMB       0.027527
HML      -0.006550
dtype: float64, 20208: const    -0.007288
vwretd    0.143580
SMB       0.001462
HML       0.000470
dtype: float64, 20209: const    -0.013800
vwretd   -0.318765
SMB      -0.004717
HML      -0.000515
dtype: float64, 20210: const    -0.016767
vwretd    0.548592
SMB      -0.005472
HML       0.001225
dtype: float64, 20211: const     0.005542
vwretd    1.187206
SMB       0.008829
HML      -0.003491
dtype: float64, 20212: const     0.000393
vwretd    1.076268
SMB       0.007490
HML       0.001338
dtype: float64, 20213: const    -0.008357
vwretd    0.960010
SMB       0.053949
HML       0.002734
dtype: float64, 20214: const     0.004473
vwretd    1.321726
SMB       0.003211
HML      -0.000552
dtype: float64, 20215: const    -0.014671
vwretd    0.814277
SMB      -0.004423
HML       0.001772
dtype: float64, 20216: const    -0.001048
vwretd    0.940136
SMB       0.003900
HML       0.006245
dtype: float64, 20217: const    -0.001243
vwretd    0.841034
SMB      -0.000237
HML      -0.001009
dtype: float64, 20218: const    -0.004286
vwretd    0.681242
SMB      -0.003346
HML       0.001201
dtype: float64, 20219: const     0.000101
vwretd    0.268379
SMB      -0.000048
HML      -0.000324
dtype: float64, 20220: const     0.000456
vwretd    1.243480
SMB       0.001292
HML       0.002279
dtype: float64, 20222: const     0.001563
vwretd    0.668286
SMB       0.000794
HML       0.000858
dtype: float64, 20223: const    -0.030743
vwretd    0.868619
SMB       0.003953
HML      -0.001912
dtype: float64, 20224: const    -0.007828
vwretd    1.075308
SMB       0.002102
HML      -0.001221
dtype: float64, 20225: const     0.004154
vwretd    0.971163
SMB      -0.002217
HML       0.001033
dtype: float64, 20226: const     0.006506
vwretd    1.060693
SMB       0.002105
HML      -0.004502
dtype: float64, 20227: const     0.002540
vwretd    1.037487
SMB      -0.002156
HML      -0.001472
dtype: float64, 20228: const     0.002322
vwretd    1.030966
SMB      -0.002024
HML      -0.000509
dtype: float64, 20229: const    -0.011628
vwretd   -0.481427
SMB      -0.004353
HML      -0.004334
dtype: float64, 20230: const     0.010357
vwretd   -0.338468
SMB       0.004437
HML       0.003039
dtype: float64, 20231: const     0.001798
vwretd    0.497370
SMB      -0.002315
HML      -0.001277
dtype: float64, 20232: const    -0.029724
vwretd   -1.506421
SMB       0.005552
HML      -0.015319
dtype: float64, 20233: const     0.004040
vwretd    0.776220
SMB      -0.001589
HML      -0.000212
dtype: float64, 20234: const     0.002496
vwretd    1.123250
SMB       0.000259
HML      -0.001305
dtype: float64, 20235: const     0.004458
vwretd    1.037917
SMB      -0.001395
HML      -0.001306
dtype: float64, 20236: const     0.002886
vwretd    1.163848
SMB       0.002502
HML      -0.001682
dtype: float64, 20237: const    -0.003101
vwretd    1.100563
SMB       0.005288
HML       0.002229
dtype: float64, 20238: const    -0.061438
vwretd    1.429736
SMB       0.023675
HML       0.006173
dtype: float64, 20239: const     0.003279
vwretd    0.811539
SMB       0.000828
HML       0.000806
dtype: float64, 20240: const    -0.011826
vwretd    1.640331
SMB       0.019667
HML       0.003760
dtype: float64, 20241: const     0.027345
vwretd    0.860446
SMB      -0.005811
HML      -0.009081
dtype: float64, 20242: const     0.002802
vwretd    0.480719
SMB       0.000684
HML       0.000411
dtype: float64, 20243: const     0.002822
vwretd    0.447134
SMB       0.000075
HML       0.000064
dtype: float64, 20244: const     0.006605
vwretd    0.612350
SMB       0.000977
HML       0.000397
dtype: float64, 20245: const     0.000413
vwretd    0.281384
SMB      -0.000237
HML      -0.000509
dtype: float64, 20246: const     0.030854
vwretd    1.235509
SMB       0.030246
HML       0.016323
dtype: float64, 20247: const    -0.006706
vwretd    1.257923
SMB       0.016690
HML       0.007472
dtype: float64, 20248: const     0.001303
vwretd    1.006531
SMB       0.011638
HML       0.003261
dtype: float64, 20249: const    -0.040121
vwretd    1.694393
SMB       0.026800
HML       0.002507
dtype: float64, 20250: const    -0.037837
vwretd    0.716413
SMB       0.002803
HML      -0.007372
dtype: float64, 20251: const    -0.024202
vwretd    0.701056
SMB      -0.005731
HML      -0.012316
dtype: float64, 20252: const    -0.007267
vwretd    1.118168
SMB      -0.014737
HML      -0.013866
dtype: float64, 20253: const    -0.116504
vwretd    0.953596
SMB       0.028267
HML       0.007352
dtype: float64, 20254: const     0.003984
vwretd    0.958192
SMB      -0.007654
HML      -0.005232
dtype: float64, 20255: const    -0.009794
vwretd    1.083367
SMB       0.013099
HML       0.008281
dtype: float64, 20256: const     0.002055
vwretd    0.801935
SMB      -0.000121
HML       0.004565
dtype: float64, 20257: const    -0.004440
vwretd    0.625637
SMB       0.000457
HML       0.000736
dtype: float64, 20258: const     0.001235
vwretd    1.005098
SMB      -0.002293
HML      -0.000045
dtype: float64, 20259: const    -0.002863
vwretd    0.913916
SMB      -0.001403
HML       0.000737
dtype: float64, 20260: const     0.001610
vwretd    0.815331
SMB       0.000416
HML      -0.003250
dtype: float64, 20261: const    -0.007936
vwretd    0.251291
SMB      -0.000361
HML       0.000303
dtype: float64, 20262: const    -0.002525
vwretd    0.924885
SMB       0.005078
HML       0.004176
dtype: float64, 20263: const     0.003731
vwretd    1.119988
SMB       0.001857
HML      -0.002261
dtype: float64, 20264: const     0.005911
vwretd    0.458440
SMB       0.006875
HML       0.004901
dtype: float64, 20265: const    -0.007090
vwretd    0.326915
SMB      -0.002331
HML      -0.000875
dtype: float64, 20266: const    -0.006744
vwretd    0.321058
SMB      -0.002244
HML      -0.000834
dtype: float64, 20267: const    -0.002336
vwretd    0.392885
SMB      -0.002645
HML       0.004711
dtype: float64, 20269: const     0.005130
vwretd    1.459916
SMB       0.005788
HML       0.003642
dtype: float64, 20270: const     0.000461
vwretd   -0.018015
SMB      -0.000186
HML      -0.000284
dtype: float64, 20271: const     0.010821
vwretd    0.819514
SMB       0.001521
HML       0.003631
dtype: float64, 20272: const     0.013973
vwretd    1.594793
SMB       0.014556
HML       0.019467
dtype: float64, 20273: const     0.009020
vwretd    0.001300
SMB       0.024213
HML      -0.047797
dtype: float64, 20274: const     0.002129
vwretd   -0.007942
SMB      -0.000222
HML      -0.000148
dtype: float64, 20275: const     0.001642
vwretd    0.006777
SMB       0.000213
HML      -0.000367
dtype: float64, 20276: const     0.027085
vwretd    0.306569
SMB       0.050245
HML      -0.001578
dtype: float64, 20277: const    -0.067255
vwretd    0.437809
SMB       0.000220
HML       0.023386
dtype: float64, 20278: const     0.002029
vwretd    0.010638
SMB      -0.000463
HML       0.000006
dtype: float64, 20279: const     0.007195
vwretd    3.094309
SMB       0.012147
HML       0.014681
dtype: float64, 20280: const     0.077596
vwretd    0.638628
SMB       0.030307
HML      -0.031945
dtype: float64, 20281: const    -0.055378
vwretd   -1.138803
SMB       0.013670
HML      -0.003688
dtype: float64, 20282: const     0.002633
vwretd   -0.014875
SMB       0.000014
HML      -0.000302
dtype: float64, 20283: const    -0.000105
vwretd   -0.011173
SMB       0.001312
HML       0.000069
dtype: float64, 20284: const     0.002778
vwretd    0.001095
SMB      -0.000129
HML      -0.000165
dtype: float64, 20285: const    -0.019405
vwretd   -0.259286
SMB       0.010304
HML      -0.032986
dtype: float64, 20286: const     0.001206
vwretd    0.010912
SMB       0.000975
HML       0.000174
dtype: float64, 20287: const    -0.067064
vwretd    1.640409
SMB       0.023282
HML       0.007536
dtype: float64, 20288: const    -0.092906
vwretd   -0.026841
SMB       0.014448
HML       0.003187
dtype: float64, 20289: const    -0.004824
vwretd    1.311164
SMB      -0.008629
HML      -0.009652
dtype: float64, 20290: const    -0.030388
vwretd    2.485010
SMB       0.030720
HML       0.008102
dtype: float64, 20291: const     0.001483
vwretd   -0.058754
SMB       0.000798
HML      -0.000155
dtype: float64, 20292: const     0.083445
vwretd    3.081106
SMB      -0.056862
HML      -0.031251
dtype: float64, 20293: const    -0.001691
vwretd    0.772824
SMB      -0.005640
HML      -0.002712
dtype: float64, 20294: const    -0.071734
vwretd    1.432868
SMB      -0.000987
HML      -0.019712
dtype: float64, 20295: const    -0.078246
vwretd    1.324668
SMB       0.027752
HML      -0.005709
dtype: float64, 20296: const    -0.004884
vwretd    0.443340
SMB       0.001380
HML       0.001395
dtype: float64, 20297: const    -0.050968
vwretd    0.773073
SMB      -0.005818
HML      -0.013374
dtype: float64, 20298: const     0.002624
vwretd    1.248531
SMB       0.003510
HML       0.008634
dtype: float64, 20299: const     0.012058
vwretd    0.379324
SMB       0.002286
HML      -0.002030
dtype: float64, 20300: const    -0.007350
vwretd    1.147660
SMB       0.004380
HML       0.003813
dtype: float64, 20301: const    -0.015632
vwretd    1.350492
SMB      -0.008248
HML       0.011600
dtype: float64, 20302: const     0.002030
vwretd   -0.000389
SMB       0.000271
HML      -0.000077
dtype: float64, 20303: const     0.001474
vwretd    0.000824
SMB       0.000821
HML       0.000027
dtype: float64, 20304: const     0.004852
vwretd    0.000441
SMB       0.006895
HML      -0.013785
dtype: float64, 20305: const     0.006233
vwretd    0.303046
SMB       0.045294
HML      -0.014219
dtype: float64, 20306: const    -0.039642
vwretd    0.718416
SMB       0.018197
HML       0.013578
dtype: float64, 20307: const     0.029899
vwretd    0.772125
SMB       0.026629
HML      -0.003474
dtype: float64, 20308: const    -0.039125
vwretd   -0.155931
SMB       0.024407
HML       0.013822
dtype: float64, 20309: const    -0.061124
vwretd    0.055758
SMB       0.003778
HML       0.007525
dtype: float64, 20310: const    -0.132006
vwretd    1.124274
SMB       0.002227
HML       0.001086
dtype: float64, 20311: const    -0.105531
vwretd    0.682591
SMB      -0.005483
HML       0.001957
dtype: float64, 20312: const    -0.055692
vwretd    0.589162
SMB       0.022447
HML       0.008027
dtype: float64, 20313: const     0.001433
vwretd    0.009781
SMB       0.000576
HML       0.000629
dtype: float64, 20314: const     0.016138
vwretd    0.264359
SMB      -0.001586
HML      -0.002696
dtype: float64, 20315: const    -0.012231
vwretd    0.853481
SMB       0.038202
HML       0.003268
dtype: float64, 20316: const    -0.005275
vwretd    0.981558
SMB      -0.005816
HML      -0.006153
dtype: float64, 20317: const    -0.008887
vwretd    0.657691
SMB      -0.007061
HML      -0.007053
dtype: float64, 20318: const    -0.008919
vwretd    0.292306
SMB       0.018765
HML      -0.007657
dtype: float64, 20319: const     0.013019
vwretd    0.796404
SMB       0.012478
HML      -0.006631
dtype: float64, 20320: const    -0.016761
vwretd    1.279971
SMB       0.020649
HML       0.004524
dtype: float64, 20321: const    -0.139572
vwretd    0.745164
SMB       0.019759
HML      -0.005344
dtype: float64, 20322: const     0.009009
vwretd   -4.040063
SMB      -0.056098
HML      -0.022008
dtype: float64, 20323: const    -0.119402
vwretd    0.365392
SMB       0.033253
HML      -0.002215
dtype: float64, 20324: const     0.001312
vwretd    0.011256
SMB       0.002074
HML       0.000633
dtype: float64, 20325: const     0.033271
vwretd    1.159613
SMB       0.012230
HML      -0.003641
dtype: float64, 20326: const     0.003114
vwretd    0.019842
SMB       0.001324
HML       0.000003
dtype: float64, 20327: const    -0.007214
vwretd    1.429400
SMB       0.012830
HML       0.009265
dtype: float64, 20328: const     0.001105
vwretd    0.415384
SMB       0.007854
HML      -0.002967
dtype: float64, 20329: const     0.001205
vwretd   -0.010210
SMB       0.001683
HML       0.000540
dtype: float64, 20330: const    -0.125320
vwretd    1.795297
SMB       0.004726
HML       0.008040
dtype: float64, 20331: const    -0.042689
vwretd    1.884816
SMB       0.014984
HML       0.006992
dtype: float64, 20332: const    -0.094726
vwretd    1.911018
SMB       0.051046
HML       0.033013
dtype: float64, 20333: const    -0.155012
vwretd    1.447927
SMB       0.014614
HML       0.010352
dtype: float64, 20334: const    -0.104181
vwretd    1.654761
SMB       0.016659
HML       0.006935
dtype: float64, 20335: const    -0.015857
vwretd    1.528351
SMB       0.009931
HML       0.013429
dtype: float64, 20336: const     0.003145
vwretd    0.631425
SMB       0.010960
HML      -0.003046
dtype: float64, 20337: const     0.012700
vwretd   -0.088882
SMB       0.006909
HML      -0.012206
dtype: float64, 20338: const    -0.005954
vwretd    1.736654
SMB       0.037294
HML       0.007210
dtype: float64, 20339: const     0.004916
vwretd    3.344004
SMB       0.027350
HML      -0.004838
dtype: float64, 20340: const    -0.031638
vwretd   -0.119879
SMB       0.005734
HML       0.000518
dtype: float64, 20341: const    -0.029945
vwretd    0.862801
SMB      -0.011324
HML      -0.004535
dtype: float64, 20342: const     0.002236
vwretd    0.897258
SMB       0.024341
HML       0.007838
dtype: float64, 20343: const     0.004476
vwretd    1.062207
SMB       0.007022
HML      -0.002467
dtype: float64, 20344: const    -0.055534
vwretd    1.288835
SMB       0.020406
HML       0.015945
dtype: float64, 20345: const    -0.046443
vwretd    1.500732
SMB       0.025849
HML       0.004298
dtype: float64, 20346: const    -0.072376
vwretd    1.117664
SMB      -0.005123
HML      -0.011839
dtype: float64, 20347: const     0.063984
vwretd    2.532351
SMB       0.019784
HML      -0.005586
dtype: float64, 20348: const     0.000055
vwretd    0.700975
SMB       0.001027
HML       0.000969
dtype: float64, 20349: const     0.002753
vwretd    0.336775
SMB       0.001144
HML       0.000548
dtype: float64, 20350: const    -0.007844
vwretd    0.732361
SMB      -0.001524
HML       0.000062
dtype: float64, 20351: const     0.000480
vwretd    0.806773
SMB       0.026124
HML       0.012886
dtype: float64, 20352: const     0.004213
vwretd    0.888259
SMB      -0.001171
HML      -0.000463
dtype: float64, 20353: const    -0.014229
vwretd    0.476026
SMB      -0.004253
HML      -0.001383
dtype: float64, 20354: const    -0.151832
vwretd    1.041634
SMB       0.005700
HML       0.016559
dtype: float64, 20355: const     0.001549
vwretd   -0.017607
SMB       0.000468
HML       0.000268
dtype: float64, 20356: const     0.006855
vwretd    0.121036
SMB      -0.002373
HML      -0.003345
dtype: float64, 20357: const     0.033527
vwretd    2.019039
SMB       0.041471
HML      -0.003888
dtype: float64, 20358: const    -0.103026
vwretd    0.579342
SMB       0.015511
HML       0.004868
dtype: float64, 20359: const    -0.046251
vwretd    1.868080
SMB       0.008410
HML      -0.005046
dtype: float64, 20360: const     0.021049
vwretd   -1.880092
SMB      -0.002705
HML       0.008265
dtype: float64, 20361: const    -0.001995
vwretd    0.079635
SMB      -0.005507
HML      -0.001921
dtype: float64, 20362: const    -0.000112
vwretd    0.556249
SMB      -0.001554
HML       0.001504
dtype: float64, 20363: const    -0.002299
vwretd    0.328646
SMB      -0.001176
HML       0.000768
dtype: float64, 20364: const    -0.001024
vwretd    0.359651
SMB      -0.000326
HML       0.000198
dtype: float64, 20365: const    -0.136925
vwretd    1.692585
SMB       0.033350
HML       0.021462
dtype: float64, 20366: const    -0.008285
vwretd    0.884867
SMB       0.005902
HML      -0.006259
dtype: float64, 20367: const     0.006468
vwretd    0.741859
SMB      -0.004436
HML      -0.002363
dtype: float64, 20368: const     0.003049
vwretd    0.728138
SMB      -0.003403
HML      -0.000790
dtype: float64, 20369: const    -0.000598
vwretd    0.717329
SMB       0.001726
HML       0.001127
dtype: float64, 20370: const    -0.002557
vwretd    0.979867
SMB       0.002314
HML       0.001099
dtype: float64, 20371: const    -0.002144
vwretd    0.970299
SMB       0.001060
HML       0.000505
dtype: float64, 20372: const    -0.022462
vwretd    0.483827
SMB       0.006643
HML      -0.000139
dtype: float64, 20373: const    -0.136228
vwretd    1.731570
SMB      -0.022909
HML       0.005930
dtype: float64, 20374: const    -0.026385
vwretd    1.013449
SMB       0.010667
HML       0.000664
dtype: float64, 20375: const    -0.000058
vwretd    0.816627
SMB       0.001441
HML       0.006143
dtype: float64, 20376: const    -0.004358
vwretd    0.249150
SMB       0.000717
HML       0.000317
dtype: float64, 20377: const     0.001300
vwretd    0.705851
SMB      -0.002258
HML      -0.001532
dtype: float64, 20378: const    -0.004465
vwretd    0.654924
SMB       0.025259
HML       0.013561
dtype: float64, 20379: const     0.007141
vwretd    0.995935
SMB       0.000636
HML       0.002921
dtype: float64, 20380: const     0.002850
vwretd    0.830014
SMB      -0.000989
HML       0.000190
dtype: float64, 20381: const     0.025403
vwretd    2.500890
SMB      -0.001577
HML      -0.012515
dtype: float64, 20382: const    -0.033041
vwretd    0.795336
SMB       0.026396
HML      -0.000832
dtype: float64, 20383: const    -0.014219
vwretd    1.028584
SMB       0.001516
HML      -0.004367
dtype: float64, 20384: const     0.001784
vwretd    0.003654
SMB       0.000402
HML       0.000073
dtype: float64, 20385: const    -0.010052
vwretd    0.884655
SMB      -0.000913
HML       0.000252
dtype: float64, 20386: const     0.003424
vwretd    1.219267
SMB       0.000313
HML      -0.001916
dtype: float64, 20388: const     0.002697
vwretd   -0.070186
SMB      -0.000642
HML      -0.001182
dtype: float64, 20389: const    -0.020014
vwretd    1.055144
SMB      -0.031847
HML      -0.000985
dtype: float64, 20390: const    -0.031029
vwretd    3.506653
SMB       0.019022
HML       0.007765
dtype: float64, 20391: const     0.047445
vwretd    1.508448
SMB       0.021126
HML       0.006567
dtype: float64, 20392: const    -0.015532
vwretd    0.897942
SMB       0.000655
HML      -0.000058
dtype: float64, 20393: const     0.001669
vwretd    0.034332
SMB       0.000469
HML      -0.000289
dtype: float64, 20394: const     0.002985
vwretd    1.067105
SMB       0.009098
HML      -0.002672
dtype: float64, 20395: const     0.009269
vwretd    0.555965
SMB       0.004927
HML       0.008139
dtype: float64, 20396: const     0.003264
vwretd    0.023895
SMB       0.000332
HML       0.000144
dtype: float64, 20397: const    -0.042614
vwretd   -0.445882
SMB       0.084164
HML       0.001532
dtype: float64, 20398: const     0.003522
vwretd    0.143160
SMB      -0.001368
HML      -0.001114
dtype: float64, 20399: const    -0.037509
vwretd    1.940055
SMB       0.005160
HML      -0.006095
dtype: float64, 20400: const     0.001734
vwretd   -0.005659
SMB       0.001454
HML       0.000575
dtype: float64, 20401: const    -0.005534
vwretd    0.103709
SMB      -0.005460
HML       0.003911
dtype: float64, 20402: const     0.086630
vwretd    3.528129
SMB       0.085463
HML      -0.007657
dtype: float64, 20403: const    -0.030352
vwretd   -0.299174
SMB      -0.025162
HML      -0.010103
dtype: float64, 20404: const    -0.137023
vwretd    0.485100
SMB       0.018687
HML       0.004892
dtype: float64, 20406: const    -0.036776
vwretd    0.028768
SMB       0.019319
HML       0.006497
dtype: float64, 20407: const    -0.000568
vwretd    0.919985
SMB       0.009983
HML       0.006829
dtype: float64, 20408: const    -0.033147
vwretd    4.570504
SMB      -0.036747
HML       0.067645
dtype: float64, 20409: const     0.001989
vwretd   -0.021360
SMB       0.000606
HML       0.000104
dtype: float64, 20410: const    -0.008774
vwretd    1.935126
SMB      -0.015937
HML       0.007154
dtype: float64, 20411: const     0.007720
vwretd    1.065739
SMB       0.008949
HML      -0.003078
dtype: float64, 20412: const    -0.238585
vwretd    0.696128
SMB      -0.014107
HML      -0.016119
dtype: float64, 20413: const     0.000859
vwretd   -0.012103
SMB      -0.000168
HML      -0.000186
dtype: float64, 20414: const     0.000845
vwretd   -0.012347
SMB       0.001288
HML       0.000307
dtype: float64, 20415: const     0.002191
vwretd    1.001556
SMB       0.004452
HML       0.006363
dtype: float64, 20416: const     -0.780312
vwretd   -50.777985
SMB        0.801966
HML        0.537732
dtype: float64, 20417: const     0.003461
vwretd    0.075458
SMB      -0.001254
HML      -0.000268
dtype: float64, 20418: const    -0.008966
vwretd    0.187208
SMB       0.002514
HML       0.002658
dtype: float64, 20419: const    -0.087189
vwretd    2.696524
SMB      -0.020819
HML      -0.008165
dtype: float64, 20420: const    -0.016972
vwretd    0.204263
SMB       0.027228
HML       0.001269
dtype: float64, 20421: const    -0.075086
vwretd    1.784892
SMB      -0.021270
HML      -0.029021
dtype: float64, 20422: const    -0.129920
vwretd    1.598326
SMB       0.008103
HML       0.005800
dtype: float64, 20423: const     0.002909
vwretd    0.733183
SMB       0.011996
HML       0.008897
dtype: float64, 20424: const    -0.018361
vwretd    0.922690
SMB       0.012663
HML       0.009121
dtype: float64, 20425: const    -0.032223
vwretd    0.606195
SMB      -0.012013
HML      -0.013679
dtype: float64, 20426: const     0.002201
vwretd    0.175731
SMB      -0.001646
HML      -0.000839
dtype: float64, 20427: const     0.001312
vwretd    0.093483
SMB       0.000490
HML       0.001240
dtype: float64, 20428: const    -0.044937
vwretd   -1.886860
SMB       0.039480
HML       0.003336
dtype: float64, 20429: const     0.002087
vwretd    0.005449
SMB       0.000592
HML       0.000074
dtype: float64, 20430: const    -0.114757
vwretd    0.332222
SMB       0.010789
HML       0.004382
dtype: float64, 20431: const     0.005444
vwretd    0.730119
SMB       0.002387
HML      -0.003167
dtype: float64, 20432: const     0.007922
vwretd    0.732706
SMB       0.007510
HML      -0.000288
dtype: float64, 20433: const     0.002741
vwretd    0.003030
SMB       0.001032
HML       0.000112
dtype: float64, 20434: const     0.002179
vwretd   -0.009886
SMB       0.000822
HML       0.000187
dtype: float64, 20435: const    -0.073431
vwretd    1.459059
SMB       0.003761
HML       0.016665
dtype: float64, 20436: const     0.191433
vwretd    3.364882
SMB      -0.084651
HML      -0.038482
dtype: float64, 20437: const    -0.008104
vwretd   -0.376794
SMB      -0.015496
HML      -0.020167
dtype: float64, 20438: const     0.040746
vwretd    0.156751
SMB       0.033908
HML       0.012705
dtype: float64, 20439: const    -0.147900
vwretd   -0.620429
SMB       0.062621
HML       0.024107
dtype: float64, 20440: const    -0.005592
vwretd   -0.078904
SMB       0.001386
HML       0.000760
dtype: float64, 20441: const    -0.038815
vwretd    1.773223
SMB       0.034392
HML       0.013748
dtype: float64, 20442: const     0.026651
vwretd   -1.048569
SMB      -0.021000
HML      -0.020104
dtype: float64, 20443: const     0.002066
vwretd   -0.010118
SMB       0.001688
HML       0.000289
dtype: float64, 20444: const     0.001833
vwretd   -0.005068
SMB      -0.000122
HML      -0.000188
dtype: float64, 20445: const    -0.003485
vwretd    0.855153
SMB       0.000817
HML       0.005169
dtype: float64, 20446: const     0.002660
vwretd    0.024449
SMB       0.001056
HML       0.000060
dtype: float64, 20447: const    -0.048900
vwretd    0.660667
SMB       0.016979
HML       0.009672
dtype: float64, 20448: const    -0.067694
vwretd    0.433073
SMB       0.024198
HML       0.009556
dtype: float64, 20449: const    -0.085038
vwretd    0.161870
SMB      -0.001606
HML      -0.001529
dtype: float64, 20451: const     0.002993
vwretd    1.389977
SMB       0.012170
HML       0.001329
dtype: float64, 20452: const     0.084689
vwretd    1.831498
SMB       0.072560
HML       0.005085
dtype: float64, 20453: const    -0.043379
vwretd    1.912735
SMB       0.006697
HML      -0.005113
dtype: float64, 20454: const     0.005028
vwretd    0.024485
SMB       0.000604
HML      -0.001027
dtype: float64, 20455: const    -0.091431
vwretd    0.523827
SMB       0.031912
HML      -0.002826
dtype: float64, 20456: const     0.005479
vwretd    0.476002
SMB       0.000138
HML      -0.001183
dtype: float64, 20457: const     0.003558
vwretd    1.786000
SMB       0.014955
HML      -0.003642
dtype: float64, 20458: const    -0.006087
vwretd    0.805109
SMB       0.010605
HML       0.001759
dtype: float64, 20459: const     0.004125
vwretd    0.873213
SMB       0.010846
HML       0.005782
dtype: float64, 20461: const    -0.020251
vwretd    0.051344
SMB      -0.005349
HML       0.002528
dtype: float64, 20462: const    -0.208217
vwretd    2.017331
SMB      -0.010863
HML       0.003239
dtype: float64, 20463: const    -0.004634
vwretd    0.848636
SMB       0.010263
HML      -0.003656
dtype: float64, 20464: const    -0.006021
vwretd    0.465329
SMB       0.013819
HML       0.005512
dtype: float64, 20465: const    -0.062484
vwretd    0.225127
SMB       0.000294
HML       0.004461
dtype: float64, 20466: const     0.001065
vwretd    1.574702
SMB       0.003112
HML      -0.001692
dtype: float64, 20467: const     0.001871
vwretd    0.592670
SMB       0.018468
HML      -0.009552
dtype: float64, 20468: const    -0.020764
vwretd    0.169968
SMB       0.011128
HML      -0.025153
dtype: float64, 20469: const    -0.071570
vwretd    0.491982
SMB       0.026828
HML       0.011333
dtype: float64, 20470: const     0.071498
vwretd    0.626767
SMB       0.018450
HML      -0.010998
dtype: float64, 20471: const    -0.019616
vwretd    2.068887
SMB       0.015406
HML       0.004541
dtype: float64, 20474: const    -0.000147
vwretd    1.145516
SMB       0.009917
HML       0.000959
dtype: float64, 20475: const    -0.200197
vwretd    1.161524
SMB      -0.051207
HML       0.024731
dtype: float64, 20482: const     0.006922
vwretd    0.801921
SMB      -0.003765
HML      -0.001409
dtype: float64, 20483: const    -0.009865
vwretd    0.279932
SMB      -0.008771
HML      -0.003635
dtype: float64, 20490: const    -0.001345
vwretd    0.688526
SMB       0.009173
HML       0.000442
dtype: float64, 20491: const     0.025174
vwretd    0.467417
SMB       0.012426
HML       0.007564
dtype: float64, 20503: const    -0.001855
vwretd    1.241327
SMB       0.008431
HML       0.000024
dtype: float64, 20504: const     0.000408
vwretd    1.257586
SMB       0.012678
HML       0.009606
dtype: float64, 20511: const     0.005431
vwretd    0.750579
SMB       0.011811
HML       0.001670
dtype: float64, 20512: const     0.011889
vwretd    0.848179
SMB       0.007477
HML      -0.001501
dtype: float64, 20519: const    -0.002865
vwretd    0.757967
SMB       0.008089
HML       0.001936
dtype: float64, 20520: const    -0.002935
vwretd    0.643173
SMB       0.003405
HML       0.000730
dtype: float64, 20521: const    -0.002112
vwretd    0.326695
SMB      -0.002744
HML      -0.001658
dtype: float64, 20522: const     0.031025
vwretd    0.571960
SMB       0.046811
HML      -0.000889
dtype: float64, 20523: const     0.002614
vwretd    0.035751
SMB       0.000353
HML      -0.000313
dtype: float64, 20524: const    -0.054381
vwretd    0.929587
SMB       0.058839
HML       0.011221
dtype: float64, 20525: const     0.002892
vwretd   -0.007887
SMB       0.000803
HML       0.000128
dtype: float64, 20526: const     0.001575
vwretd    1.059757
SMB       0.008939
HML       0.004107
dtype: float64, 20527: const     0.005504
vwretd    1.100363
SMB       0.004913
HML       0.002300
dtype: float64, 20528: const     0.001771
vwretd    0.840061
SMB       0.002275
HML      -0.001991
dtype: float64, 20529: const     0.000693
vwretd    1.094333
SMB       0.005921
HML       0.003058
dtype: float64, 20530: const     0.003174
vwretd    0.981509
SMB      -0.007380
HML      -0.003975
dtype: float64, 20531: const     0.004399
vwretd    1.125861
SMB      -0.001689
HML      -0.003654
dtype: float64, 20532: const    -0.010679
vwretd    1.172345
SMB       0.006180
HML      -0.001556
dtype: float64, 20533: const    -0.008553
vwretd    0.516653
SMB      -0.004989
HML      -0.000797
dtype: float64, 20534: const     0.002345
vwretd    0.027680
SMB       0.000118
HML       0.000066
dtype: float64, 20535: const     0.002752
vwretd    0.972009
SMB       0.000224
HML      -0.000018
dtype: float64, 20536: const    -0.009105
vwretd    1.194880
SMB       0.000198
HML      -0.005524
dtype: float64, 20537: const     0.002322
vwretd    0.010378
SMB       0.000186
HML      -0.000145
dtype: float64, 20538: const    -0.002287
vwretd    1.177665
SMB       0.011782
HML       0.000635
dtype: float64, 20539: const     0.007249
vwretd    0.652606
SMB      -0.001741
HML       0.003035
dtype: float64, 20540: const     0.002129
vwretd    0.904166
SMB       0.000232
HML       0.002058
dtype: float64, 20541: const    -0.007819
vwretd    0.824791
SMB      -0.003998
HML       0.000900
dtype: float64, 20542: const     0.002497
vwretd   -0.019567
SMB      -0.000027
HML       0.000117
dtype: float64, 20543: const    -0.056078
vwretd    1.286807
SMB       0.004460
HML       0.003880
dtype: float64, 20544: const     0.004317
vwretd    0.739847
SMB      -0.001016
HML      -0.000467
dtype: float64, 20545: const    -0.077053
vwretd    2.528044
SMB       0.017324
HML       0.017726
dtype: float64, 20546: const     0.002316
vwretd    1.189273
SMB       0.008909
HML      -0.000845
dtype: float64, 20547: const     0.012860
vwretd    0.620079
SMB       0.009671
HML      -0.000044
dtype: float64, 20548: const     0.000679
vwretd    0.015852
SMB       0.000555
HML       0.000228
dtype: float64, 20549: const     0.002961
vwretd   -0.008998
SMB      -0.000150
HML      -0.000284
dtype: float64, 20550: const    -0.012622
vwretd    0.542238
SMB      -0.003496
HML      -0.002684
dtype: float64, 20551: const    -0.002713
vwretd    0.195841
SMB       0.000432
HML      -0.000375
dtype: float64, 20552: const    -0.017067
vwretd    1.622770
SMB       0.041597
HML       0.002509
dtype: float64, 20553: const    -0.011933
vwretd    0.507368
SMB       0.013105
HML      -0.000661
dtype: float64, 20554: const     0.001737
vwretd    1.026208
SMB       0.011594
HML       0.000692
dtype: float64, 20555: const     0.017298
vwretd    0.686901
SMB      -0.004922
HML       0.039179
dtype: float64, 20556: const    -0.003447
vwretd    0.013185
SMB      -0.000135
HML      -0.000092
dtype: float64, 20557: const     0.004221
vwretd    0.002169
SMB       0.000105
HML       0.000088
dtype: float64, 20558: const    -0.000957
vwretd    0.997172
SMB       0.024152
HML       0.013864
dtype: float64, 20559: const    -0.004413
vwretd    0.116548
SMB       0.001416
HML      -0.000885
dtype: float64, 20560: const     0.006111
vwretd    0.748245
SMB       0.015197
HML       0.003888
dtype: float64, 20561: const     0.037286
vwretd    2.252393
SMB      -0.108366
HML      -0.034175
dtype: float64, 20562: const     0.002250
vwretd    1.031277
SMB       0.004895
HML       0.002788
dtype: float64, 20563: const     0.003679
vwretd   -0.002842
SMB       0.000087
HML      -0.000447
dtype: float64, 20564: const    -0.149395
vwretd   -0.574907
SMB      -0.025145
HML      -0.002254
dtype: float64, 20565: const     0.001962
vwretd    0.022348
SMB       0.000025
HML       0.000299
dtype: float64, 20566: const     0.014454
vwretd    1.801388
SMB       0.045225
HML       0.006008
dtype: float64, 20567: const    -0.146921
vwretd    0.759652
SMB       0.014053
HML       0.019109
dtype: float64, 20568: const    -0.119823
vwretd    3.753627
SMB       0.030373
HML       0.053584
dtype: float64, 20569: const     0.001886
vwretd   -0.010168
SMB       0.001498
HML       0.000145
dtype: float64, 20570: const    -0.000871
vwretd    1.428619
SMB       0.002450
HML       0.001556
dtype: float64, 20571: const    -0.002568
vwretd    0.894315
SMB       0.009628
HML       0.012062
dtype: float64, 20572: const    -0.000533
vwretd    0.379475
SMB      -0.018200
HML      -0.024707
dtype: float64, 20573: const    -0.108954
vwretd    0.817319
SMB       0.002843
HML       0.000038
dtype: float64, 20574: const     0.000705
vwretd    3.241507
SMB       0.040436
HML      -0.000240
dtype: float64, 20575: const     0.060648
vwretd    0.808413
SMB       0.030009
HML      -0.015248
dtype: float64, 20576: const    -0.136012
vwretd    1.110025
SMB      -0.006069
HML       0.003600
dtype: float64, 20577: const    -0.115225
vwretd   -0.631280
SMB      -0.079710
HML      -0.060122
dtype: float64, 20578: const    -0.093434
vwretd    0.763560
SMB       0.008130
HML      -0.010062
dtype: float64, 20579: const    -0.153176
vwretd    0.923189
SMB      -0.002571
HML       0.001239
dtype: float64, 20580: const    -0.027822
vwretd    1.465977
SMB      -0.013957
HML      -0.007037
dtype: float64, 20581: const    -0.039370
vwretd    0.800565
SMB       0.048091
HML       0.013633
dtype: float64, 20582: const     0.003979
vwretd   -0.008163
SMB       0.000321
HML      -0.000204
dtype: float64, 20583: const     0.038621
vwretd    1.116892
SMB       0.015066
HML       0.012319
dtype: float64, 20584: const    -0.044413
vwretd    0.916060
SMB       0.059131
HML       0.018012
dtype: float64, 20585: const     0.001734
vwretd    0.036261
SMB       0.000740
HML       0.000169
dtype: float64, 20586: const     0.003981
vwretd   -0.008713
SMB       0.000242
HML      -0.000264
dtype: float64, 20587: const    -0.087840
vwretd   -0.132677
SMB       0.012950
HML      -0.013720
dtype: float64, 20588: const     0.008848
vwretd   -0.200015
SMB       0.034105
HML      -0.014177
dtype: float64, 20589: const    -0.000083
vwretd    1.097931
SMB       0.006166
HML       0.005441
dtype: float64, 20590: const    -0.029714
vwretd    1.212577
SMB       0.020550
HML      -0.008963
dtype: float64, 20591: const    -0.002373
vwretd    0.024348
SMB       0.000044
HML       0.000511
dtype: float64, 20592: const     0.002008
vwretd    0.022854
SMB       0.000167
HML       0.000011
dtype: float64, 20593: const     0.001900
vwretd    0.794963
SMB       0.069939
HML       0.004020
dtype: float64, 20594: const     0.002030
vwretd    0.001191
SMB       0.000457
HML       0.000274
dtype: float64, 20595: const     0.001554
vwretd    0.078301
SMB      -0.000695
HML      -0.000125
dtype: float64, 20596: const    -0.025223
vwretd   -0.306096
SMB      -0.026312
HML      -0.019065
dtype: float64, 20597: const     0.004325
vwretd    0.544794
SMB       0.006921
HML       0.000472
dtype: float64, 20598: const     0.010944
vwretd    0.422493
SMB       0.006655
HML       0.002199
dtype: float64, 20599: const    -0.085156
vwretd    1.913318
SMB       0.032630
HML       0.021683
dtype: float64, 20600: const    -0.153555
vwretd    0.987823
SMB       0.006374
HML       0.010640
dtype: float64, 20601: const    -0.010992
vwretd    1.478247
SMB       0.009474
HML      -0.016311
dtype: float64, 20602: const     0.003477
vwretd   -0.026946
SMB      -0.000034
HML      -0.000220
dtype: float64, 20603: const     0.002519
vwretd   -0.003692
SMB       0.000484
HML       0.000080
dtype: float64, 20604: const     0.110703
vwretd    0.886436
SMB       0.028719
HML      -0.014418
dtype: float64, 20605: const     0.003405
vwretd    0.027919
SMB      -0.000282
HML      -0.000445
dtype: float64, 20606: const    -0.016271
vwretd    0.212100
SMB      -0.007050
HML      -0.005141
dtype: float64, 20607: const     0.000689
vwretd    0.038850
SMB       0.000426
HML       0.000519
dtype: float64, 20608: const    -0.079648
vwretd   -1.694102
SMB       0.023365
HML      -0.016724
dtype: float64, 20609: const     0.480422
vwretd    0.061292
SMB      -0.188699
HML      -0.122715
dtype: float64, 20610: const    -0.106952
vwretd    2.270800
SMB       0.066398
HML       0.000573
dtype: float64, 20611: const    -0.124233
vwretd    2.606570
SMB       0.025311
HML      -0.013338
dtype: float64, 20612: const     0.001212
vwretd   -0.002372
SMB       0.001892
HML       0.000625
dtype: float64, 20613: const    -0.164850
vwretd    2.054273
SMB       0.031370
HML       0.014571
dtype: float64, 20614: const    -0.051535
vwretd   -0.321585
SMB      -0.037628
HML      -0.025307
dtype: float64, 20615: const     0.164843
vwretd   -4.944128
SMB      -0.035950
HML      -0.027723
dtype: float64, 20616: const     0.003931
vwretd   -0.112505
SMB       0.000273
HML      -0.000505
dtype: float64, 20617: const    -0.013445
vwretd    0.320247
SMB       0.009944
HML       0.000291
dtype: float64, 20618: const    -0.001479
vwretd    1.167005
SMB       0.006839
HML       0.008847
dtype: float64, 20620: const    -0.056840
vwretd    1.837192
SMB       0.040912
HML       0.023848
dtype: float64, 20621: const    -0.102320
vwretd    1.172675
SMB       0.036719
HML       0.001250
dtype: float64, 20622: const     0.006323
vwretd    0.970773
SMB      -0.005017
HML      -0.003568
dtype: float64, 20623: const    -0.035649
vwretd    0.942567
SMB      -0.021587
HML       0.008444
dtype: float64, 20624: const     0.002724
vwretd    0.005771
SMB      -0.000039
HML      -0.000204
dtype: float64, 20626: const     0.000031
vwretd    1.184612
SMB      -0.002806
HML       0.002360
dtype: float64, 20627: const     0.011277
vwretd    0.212217
SMB       0.003274
HML       0.002471
dtype: float64, 20628: const     0.041334
vwretd   -0.419380
SMB      -0.049146
HML      -0.018641
dtype: float64, 20629: const     0.000737
vwretd    0.029259
SMB       0.000733
HML       0.000219
dtype: float64, 20630: const    -0.100907
vwretd   -0.263561
SMB       0.016594
HML       0.003667
dtype: float64, 20631: const    -0.156701
vwretd    1.206013
SMB      -0.014519
HML      -0.001318
dtype: float64, 20632: const     0.075477
vwretd   -1.235527
SMB      -0.003820
HML      -0.023033
dtype: float64, 20633: const    -0.148414
vwretd    0.801363
SMB       0.021701
HML       0.006412
dtype: float64, 20634: const     0.001708
vwretd    1.158833
SMB       0.020667
HML       0.011870
dtype: float64, 20635: const    -0.060747
vwretd    2.422470
SMB       0.068733
HML       0.079858
dtype: float64, 20636: const     0.066615
vwretd    0.736763
SMB       0.235824
HML       0.082411
dtype: float64, 20637: const    -0.043870
vwretd    3.456150
SMB       0.011932
HML       0.007499
dtype: float64, 20638: const     0.002888
vwretd    0.009873
SMB       0.000158
HML      -0.000147
dtype: float64, 20639: const    -0.158417
vwretd    0.013020
SMB       0.015379
HML      -0.000621
dtype: float64, 20640: const    -0.108666
vwretd   -1.186366
SMB       0.056136
HML       0.009792
dtype: float64, 20641: const    -0.003875
vwretd   -0.107744
SMB       0.052341
HML       0.006514
dtype: float64, 20642: const     0.007238
vwretd    0.564644
SMB       0.006647
HML       0.000494
dtype: float64, 20643: const     0.009200
vwretd   -1.040871
SMB       0.120365
HML      -0.030537
dtype: float64, 20644: const    -0.097700
vwretd    0.007591
SMB      -0.005496
HML      -0.026399
dtype: float64, 20645: const    -0.043773
vwretd    1.102543
SMB       0.000041
HML       0.004789
dtype: float64, 20646: const    -0.040588
vwretd    1.013478
SMB       0.024932
HML      -0.011572
dtype: float64, 20647: const     0.034951
vwretd   -0.416929
SMB      -0.034988
HML      -0.017572
dtype: float64, 20648: const     0.025137
vwretd    1.371730
SMB       0.028285
HML      -0.012321
dtype: float64, 20649: const    -0.046371
vwretd    0.512750
SMB      -0.006938
HML      -0.003183
dtype: float64, 20650: const    -0.005998
vwretd    1.119406
SMB       0.009103
HML      -0.002164
dtype: float64, 20651: const    -0.010586
vwretd    0.664742
SMB       0.000921
HML      -0.017439
dtype: float64, 20652: const    -0.043325
vwretd    1.619428
SMB       0.010132
HML       0.012497
dtype: float64, 20653: const    -0.083394
vwretd    0.665794
SMB       0.015921
HML       0.003784
dtype: float64, 20654: const    -0.015758
vwretd    0.054436
SMB       0.006899
HML       0.003088
dtype: float64, 20655: const    -0.114086
vwretd    0.906596
SMB       0.020706
HML      -0.013044
dtype: float64, 20656: const    -0.035563
vwretd    1.247835
SMB       0.016349
HML       0.000328
dtype: float64, 20657: const     0.005284
vwretd    1.594845
SMB       0.022531
HML      -0.004056
dtype: float64, 20658: const    -0.043603
vwretd   -0.400523
SMB      -0.006161
HML      -0.009029
dtype: float64, 20659: const    -0.026674
vwretd    2.125649
SMB       0.065045
HML       0.023924
dtype: float64, 20660: const     0.012181
vwretd    0.267162
SMB      -0.006701
HML      -0.003025
dtype: float64, 20661: const     0.067740
vwretd    2.043981
SMB       0.033850
HML      -0.009724
dtype: float64, 20662: const     0.072863
vwretd    1.857524
SMB       0.031277
HML      -0.015494
dtype: float64, 20663: const    -0.138506
vwretd    0.280680
SMB      -0.012842
HML      -0.012610
dtype: float64, 20664: const    -0.010414
vwretd    1.127381
SMB       0.015212
HML       0.002156
dtype: float64, 20665: const     0.002637
vwretd    0.011770
SMB       0.000285
HML       0.000111
dtype: float64, 20666: const     0.002908
vwretd    0.009752
SMB      -0.000132
HML      -0.000205
dtype: float64, 20667: const    -0.024235
vwretd    0.847524
SMB       0.009775
HML       0.000091
dtype: float64, 20668: const     0.003996
vwretd    0.255195
SMB      -0.000588
HML      -0.001615
dtype: float64, 20669: const     0.004651
vwretd    1.227447
SMB       0.004494
HML      -0.005037
dtype: float64, 20670: const     0.009475
vwretd    1.554187
SMB       0.017330
HML      -0.006372
dtype: float64, 20671: const     0.002410
vwretd    0.038655
SMB      -0.000135
HML       0.000008
dtype: float64, 20672: const    -0.007145
vwretd    0.400055
SMB      -0.001288
HML      -0.000608
dtype: float64, 20673: const    -0.002892
vwretd    0.165784
SMB       0.000002
HML      -0.000377
dtype: float64, 20674: const    -0.044473
vwretd    0.972959
SMB       0.002681
HML       0.000838
dtype: float64, 20675: const     0.002200
vwretd    0.012313
SMB       0.000102
HML       0.000052
dtype: float64, 20676: const     0.002237
vwretd    0.024575
SMB       0.000704
HML       0.000161
dtype: float64, 20677: const     0.003154
vwretd    1.110684
SMB       0.002913
HML       0.002605
dtype: float64, 20678: const     0.015705
vwretd    0.904229
SMB       0.012821
HML      -0.005219
dtype: float64, 20679: const     0.002665
vwretd    0.010281
SMB       0.001059
HML       0.000247
dtype: float64, 20680: const    -0.022675
vwretd    0.864627
SMB      -0.016485
HML       0.004236
dtype: float64, 20681: const    -0.044442
vwretd    1.447939
SMB      -0.002312
HML      -0.001061
dtype: float64, 20682: const     0.020513
vwretd    1.726554
SMB       0.048798
HML       0.005489
dtype: float64, 20683: const     0.002390
vwretd    0.038729
SMB       0.001003
HML       0.000269
dtype: float64, 20684: const     0.002421
vwretd    1.408424
SMB       0.000916
HML      -0.004569
dtype: float64, 20685: const     0.006308
vwretd    0.761007
SMB       0.012521
HML       0.002457
dtype: float64, 20686: const     0.001879
vwretd    0.011893
SMB      -0.000007
HML       0.000004
dtype: float64, 20687: const    -0.006895
vwretd    1.804870
SMB       0.001584
HML      -0.006971
dtype: float64, 20688: const     0.002366
vwretd    0.017461
SMB       0.000124
HML      -0.000076
dtype: float64, 20689: const    -0.007218
vwretd    0.227842
SMB      -0.001706
HML      -0.000860
dtype: float64, 20690: const    -0.007367
vwretd    0.238864
SMB      -0.001676
HML      -0.000571
dtype: float64, 20691: const    -0.118130
vwretd   -0.293677
SMB       0.012388
HML      -0.001396
dtype: float64, 20692: const     0.002125
vwretd    0.124891
SMB      -0.003979
HML      -0.001629
dtype: float64, 20693: const    -0.002838
vwretd    0.692876
SMB       0.010424
HML       0.003332
dtype: float64, 20694: const     0.001435
vwretd    0.754198
SMB       0.005080
HML       0.009318
dtype: float64, 20695: const     0.007019
vwretd    0.888731
SMB      -0.001399
HML       0.001101
dtype: float64, 20696: const    -0.004010
vwretd    0.643190
SMB      -0.003015
HML       0.000902
dtype: float64, 20697: const    -0.002463
vwretd    0.762617
SMB      -0.002508
HML      -0.001045
dtype: float64, 20698: const     0.002613
vwretd    0.645329
SMB      -0.000790
HML       0.000679
dtype: float64, 20699: const    -0.000045
vwretd    0.390180
SMB      -0.000442
HML       0.000430
dtype: float64, 20700: const    -0.026038
vwretd    1.114487
SMB      -0.003103
HML      -0.005562
dtype: float64, 20701: const     0.005054
vwretd    0.777912
SMB      -0.003981
HML      -0.000411
dtype: float64, 20702: const    -0.008485
vwretd    0.512630
SMB      -0.015270
HML      -0.003220
dtype: float64, 20703: const    -0.004395
vwretd    0.952243
SMB      -0.003701
HML       0.001359
dtype: float64, 20704: const    -0.019651
vwretd    0.566284
SMB      -0.013010
HML      -0.002050
dtype: float64, 20705: const    -0.003737
vwretd    0.119938
SMB      -0.000167
HML       0.000140
dtype: float64, 20706: const     0.004152
vwretd    0.467444
SMB       0.009978
HML       0.004020
dtype: float64, 20707: const     0.014005
vwretd    0.138993
SMB      -0.001849
HML       0.000840
dtype: float64, 20708: const    -0.007810
vwretd    0.372874
SMB      -0.002338
HML      -0.001156
dtype: float64, 20709: const    -0.001153
vwretd    0.969900
SMB       0.002531
HML       0.002555
dtype: float64, 20710: const    -0.036882
vwretd    0.947031
SMB       0.003146
HML       0.005347
dtype: float64, 20711: const     0.002566
vwretd    0.689176
SMB      -0.001401
HML      -0.000685
dtype: float64, 20712: const     0.001867
vwretd    0.017235
SMB       0.001106
HML       0.000072
dtype: float64, 20713: const     0.002064
vwretd    0.029240
SMB       0.000587
HML       0.000177
dtype: float64, 20714: const     0.001211
vwretd    0.829717
SMB       0.008635
HML      -0.001933
dtype: float64, 20715: const     0.004595
vwretd   -0.009477
SMB       0.001061
HML       0.000336
dtype: float64, 20716: const     0.002257
vwretd    0.034492
SMB       0.000787
HML       0.000430
dtype: float64, 20717: const    -0.132274
vwretd    1.333611
SMB       0.015707
HML      -0.009678
dtype: float64, 20718: const    -0.000953
vwretd    0.535854
SMB      -0.002823
HML      -0.000135
dtype: float64, 20719: const    -0.000190
vwretd    0.997543
SMB      -0.000694
HML      -0.001389
dtype: float64, 20720: const    -0.006062
vwretd    0.251486
SMB      -0.001996
HML      -0.001315
dtype: float64, 20721: const    -0.069350
vwretd   -0.456100
SMB      -0.048692
HML      -0.006600
dtype: float64, 20722: const     0.005312
vwretd    1.006516
SMB       0.004578
HML      -0.003206
dtype: float64, 20723: const     0.001161
vwretd    1.327663
SMB       0.010501
HML      -0.007628
dtype: float64, 20724: const     0.001205
vwretd    0.010047
SMB       0.000166
HML       0.000168
dtype: float64, 20725: const     0.008114
vwretd    0.870643
SMB      -0.000436
HML      -0.000707
dtype: float64, 20726: const    -0.077824
vwretd    2.324881
SMB       0.041933
HML       0.003148
dtype: float64, 20727: const    -0.039329
vwretd    0.033033
SMB       0.021948
HML       0.000019
dtype: float64, 20728: const     0.015399
vwretd    0.975353
SMB       0.024957
HML       0.012475
dtype: float64, 20729: const     0.004119
vwretd    0.999494
SMB       0.002204
HML       0.002610
dtype: float64, 20730: const     0.004401
vwretd    1.004688
SMB       0.000471
HML      -0.001046
dtype: float64, 20731: const     0.002650
vwretd    0.008611
SMB       0.000535
HML       0.000038
dtype: float64, 20732: const    -0.005239
vwretd    0.318444
SMB      -0.001527
HML      -0.000569
dtype: float64, 20733: const    -0.088962
vwretd   -0.436622
SMB      -0.007234
HML       0.006440
dtype: float64, 20734: const     0.007760
vwretd    0.959525
SMB       0.005145
HML       0.009033
dtype: float64, 20735: const    -0.020156
vwretd    1.373359
SMB       0.007509
HML      -0.002178
dtype: float64, 20737: const    -0.095317
vwretd   -0.458845
SMB      -0.002940
HML      -0.008272
dtype: float64, 20738: const     0.003088
vwretd    0.010671
SMB       0.000459
HML      -0.000182
dtype: float64, 20739: const    -0.116728
vwretd    1.501602
SMB       0.024324
HML       0.023033
dtype: float64, 20740: const     0.002723
vwretd   -0.008460
SMB      -0.000190
HML      -0.000305
dtype: float64, 20741: const     0.003997
vwretd    0.044502
SMB       0.000251
HML      -0.000574
dtype: float64, 20742: const     0.002552
vwretd    0.002004
SMB      -0.000183
HML      -0.000122
dtype: float64, 20743: const     0.003156
vwretd    0.005825
SMB       0.000358
HML      -0.000214
dtype: float64, 20744: const     0.002955
vwretd    0.018963
SMB       0.000002
HML      -0.000273
dtype: float64, 20745: const     0.012799
vwretd    1.079465
SMB       0.002095
HML      -0.000915
dtype: float64, 20746: const     0.003038
vwretd    0.013812
SMB      -0.000331
HML      -0.000495
dtype: float64, 20747: const     0.003608
vwretd   -0.000548
SMB       0.001097
HML      -0.000027
dtype: float64, 20748: const     0.001547
vwretd    0.020485
SMB      -0.000266
HML      -0.000003
dtype: float64, 20749: const     0.004543
vwretd    1.230550
SMB      -0.000323
HML      -0.005336
dtype: float64, 20750: const     0.008199
vwretd    0.317721
SMB       0.002278
HML       0.001553
dtype: float64, 20751: const    -0.003974
vwretd    2.707880
SMB      -0.034471
HML      -0.014767
dtype: float64, 20752: const     0.003313
vwretd    0.008077
SMB       0.000363
HML      -0.000291
dtype: float64, 20753: const     0.002914
vwretd   -0.016475
SMB       0.000197
HML      -0.000239
dtype: float64, 20754: const    -0.110500
vwretd    1.687181
SMB       0.001081
HML       0.010265
dtype: float64, 20755: const     0.003622
vwretd    0.019264
SMB      -0.000160
HML      -0.000428
dtype: float64, 20756: const     0.002631
vwretd    0.007193
SMB       0.000537
HML      -0.000070
dtype: float64, 20757: const     0.001362
vwretd    0.739597
SMB       0.001307
HML       0.001052
dtype: float64, 20758: const     0.002997
vwretd    1.294871
SMB      -0.003132
HML       0.004359
dtype: float64, 20760: const     0.002974
vwretd   -0.004823
SMB       0.000625
HML      -0.000231
dtype: float64, 20761: const    -0.093728
vwretd    0.897245
SMB       0.018645
HML       0.000764
dtype: float64, 20762: const     0.003118
vwretd    0.056939
SMB       0.000356
HML       0.000193
dtype: float64, 20763: const     0.003728
vwretd    0.001511
SMB       0.000089
HML      -0.000409
dtype: float64, 20764: const     0.003188
vwretd    1.245720
SMB       0.013733
HML       0.005312
dtype: float64, 20765: const     0.000595
vwretd    1.183607
SMB       0.004191
HML       0.007017
dtype: float64, 20766: const    -0.032185
vwretd    1.914315
SMB       0.013487
HML       0.037957
dtype: float64, 20767: const    -0.000302
vwretd    0.024432
SMB      -0.001125
HML      -0.000046
dtype: float64, 20768: const     0.009932
vwretd   -0.176302
SMB      -0.000437
HML      -0.004064
dtype: float64, 20769: const     0.001842
vwretd    0.013736
SMB       0.000143
HML       0.000287
dtype: float64, 20772: const    -0.007095
vwretd    0.001105
SMB      -0.003542
HML      -0.007657
dtype: float64, 20773: const    -0.004293
vwretd    1.109430
SMB       0.016938
HML       0.014478
dtype: float64, 20774: const    -0.022937
vwretd    1.416558
SMB       0.009689
HML      -0.004337
dtype: float64, 20775: const     0.003068
vwretd    0.046059
SMB       0.000973
HML       0.000035
dtype: float64, 20776: const    -0.089214
vwretd   -1.224929
SMB       0.039084
HML      -0.007659
dtype: float64, 20777: const     0.002665
vwretd    0.009164
SMB       0.000144
HML      -0.000121
dtype: float64, 20778: const     0.002709
vwretd   -0.000136
SMB      -0.002849
HML      -0.005637
dtype: float64, 20779: const     0.001641
vwretd    0.027868
SMB       0.000372
HML      -0.000320
dtype: float64, 20780: const     0.002709
vwretd    0.017533
SMB      -0.000012
HML      -0.000166
dtype: float64, 20781: const    -0.004339
vwretd    1.052540
SMB       0.015089
HML       0.007352
dtype: float64, 20782: const     0.003391
vwretd    0.901956
SMB       0.007656
HML       0.000771
dtype: float64, 20783: const     0.002927
vwretd    0.015381
SMB      -0.000004
HML      -0.000214
dtype: float64, 20784: const    -0.084334
vwretd    1.724822
SMB       0.019917
HML       0.020241
dtype: float64, 20785: const     0.002846
vwretd    0.022236
SMB       0.000110
HML      -0.000218
dtype: float64, 20786: const    -0.013774
vwretd    2.051255
SMB       0.020851
HML       0.014485
dtype: float64, 20787: const    -0.103039
vwretd    1.574587
SMB       0.039702
HML       0.011157
dtype: float64, 20788: const    -0.086768
vwretd    1.410984
SMB      -0.034996
HML      -0.008888
dtype: float64, 20789: const     0.002207
vwretd    0.032236
SMB       0.000093
HML      -0.000139
dtype: float64, 20791: const     0.012310
vwretd   -0.079139
SMB       0.013500
HML      -0.015567
dtype: float64, 20792: const     0.003347
vwretd    0.011259
SMB       0.000389
HML      -0.000210
dtype: float64, 20793: const    -0.140904
vwretd   -0.466987
SMB       0.011403
HML      -0.008070
dtype: float64, 20794: const    -0.010004
vwretd    0.707543
SMB       0.027536
HML      -0.008779
dtype: float64, 20795: const     0.002027
vwretd    0.010809
SMB       0.001057
HML       0.000333
dtype: float64, 20796: const    -0.001841
vwretd    0.134477
SMB       0.012916
HML      -0.015796
dtype: float64, 20797: const     0.008236
vwretd    3.029013
SMB       0.069454
HML       0.016243
dtype: float64, 20798: const    -0.097881
vwretd   -0.187139
SMB       0.061242
HML       0.028383
dtype: float64, 20799: const     0.002300
vwretd    0.021612
SMB       0.000418
HML      -0.000006
dtype: float64, 20800: const    -0.010345
vwretd    0.155521
SMB       0.004467
HML       0.003432
dtype: float64, 20801: const    -0.068426
vwretd    2.340747
SMB       0.026716
HML       0.010275
dtype: float64, 20802: const     0.003620
vwretd    0.722170
SMB       0.004181
HML       0.003382
dtype: float64, 20803: const     0.022141
vwretd    0.146322
SMB       0.006897
HML      -0.003577
dtype: float64, 20804: const     0.002683
vwretd    0.003608
SMB       0.000014
HML      -0.000221
dtype: float64, 20805: const     0.003002
vwretd    0.008629
SMB      -0.000299
HML      -0.000197
dtype: float64, 20806: const     0.001886
vwretd    0.008456
SMB      -0.000445
HML      -0.000272
dtype: float64, 20807: const     0.029867
vwretd   -0.080468
SMB       0.015616
HML       0.005397
dtype: float64, 20808: const     0.001887
vwretd    0.059617
SMB       0.000125
HML      -0.000158
dtype: float64, 20809: const     0.002781
vwretd    0.027658
SMB       0.000336
HML      -0.000049
dtype: float64, 20810: const    -0.002094
vwretd    0.916463
SMB       0.002424
HML       0.002022
dtype: float64, 20811: const     0.003185
vwretd    1.269456
SMB       0.013126
HML       0.006549
dtype: float64, 20812: const     0.002564
vwretd    0.025835
SMB      -0.000101
HML      -0.000167
dtype: float64, 20813: const     0.007631
vwretd    0.174099
SMB       0.000660
HML      -0.003956
dtype: float64, 20814: const    -0.025201
vwretd    1.970362
SMB      -0.020365
HML      -0.008228
dtype: float64, 20815: const    -0.036431
vwretd   -0.200153
SMB       0.040982
HML       0.014978
dtype: float64, 20816: const    -0.033659
vwretd    0.093168
SMB      -0.011528
HML      -0.024529
dtype: float64, 20817: const    -0.138657
vwretd    0.681083
SMB       0.062897
HML       0.014689
dtype: float64, 20818: const     0.002632
vwretd    0.004496
SMB       0.000286
HML       0.000079
dtype: float64, 20819: const     0.002241
vwretd   -0.019187
SMB       0.000329
HML      -0.000256
dtype: float64, 20820: const     0.025926
vwretd    0.125699
SMB       0.040021
HML       0.016049
dtype: float64, 20821: const     0.002924
vwretd    0.002092
SMB       0.000255
HML      -0.000188
dtype: float64, 20822: const     0.003334
vwretd   -0.000246
SMB       0.000128
HML      -0.000315
dtype: float64, 20823: const    -0.056945
vwretd    0.611818
SMB      -0.004244
HML      -0.005882
dtype: float64, 20824: const     0.003340
vwretd    0.032131
SMB      -0.000378
HML      -0.000319
dtype: float64, 20825: const     0.075187
vwretd   -0.851938
SMB       0.007455
HML      -0.031885
dtype: float64, 20826: const     0.001891
vwretd    0.014294
SMB      -0.000522
HML      -0.000067
dtype: float64, 20827: const     0.003346
vwretd    0.017251
SMB       0.000508
HML      -0.000170
dtype: float64, 20829: const     0.004154
vwretd    0.979368
SMB      -0.000613
HML       0.005366
dtype: float64, 20830: const     0.011718
vwretd    0.525020
SMB       0.016626
HML      -0.001812
dtype: float64, 20831: const     0.000913
vwretd    0.035419
SMB      -0.000160
HML      -0.000008
dtype: float64, 20832: const    -0.033430
vwretd    0.010502
SMB       0.024547
HML      -0.015473
dtype: float64, 20833: const     0.002283
vwretd    0.041711
SMB       0.000509
HML      -0.000223
dtype: float64, 20834: const    -0.042246
vwretd    1.540780
SMB      -0.008047
HML       0.003253
dtype: float64, 20835: const     0.031656
vwretd    0.673381
SMB      -0.031291
HML      -0.036040
dtype: float64, 20837: const    -0.005168
vwretd    1.557633
SMB       0.006267
HML       0.009696
dtype: float64, 20838: const     0.003557
vwretd    0.064596
SMB       0.000245
HML      -0.000397
dtype: float64, 20839: const     0.014828
vwretd   -0.155919
SMB      -0.000125
HML      -0.000614
dtype: float64, 20840: const     0.001299
vwretd    0.048991
SMB       0.000821
HML      -0.000238
dtype: float64, 20841: const    -0.034921
vwretd   -0.512202
SMB       0.039416
HML       0.012453
dtype: float64, 20842: const     0.001059
vwretd   -0.626813
SMB      -0.057138
HML      -0.027037
dtype: float64, 20843: const    -0.202047
vwretd    0.105345
SMB       0.011313
HML       0.011045
dtype: float64, 20844: const    -0.081486
vwretd    1.698720
SMB       0.028352
HML       0.015377
dtype: float64, 20845: const    -0.000026
vwretd    1.016251
SMB       0.005912
HML       0.008102
dtype: float64, 20846: const    -0.097826
vwretd    1.847576
SMB       0.011552
HML       0.012626
dtype: float64, 20847: const     0.002110
vwretd    0.019301
SMB       0.000183
HML       0.000036
dtype: float64, 20848: const     0.001739
vwretd    0.283587
SMB       0.048747
HML      -0.002773
dtype: float64, 20849: const     0.012260
vwretd   -0.210992
SMB       0.000156
HML      -0.004900
dtype: float64, 20850: const     0.003358
vwretd    0.019819
SMB      -0.000039
HML      -0.000285
dtype: float64, 20851: const     0.001931
vwretd    0.014521
SMB      -0.000196
HML       0.000220
dtype: float64, 20852: const     2.317359e-03
vwretd    2.373374e-02
SMB       5.918263e-07
HML       7.701178e-05
dtype: float64, 20853: const     0.002682
vwretd    0.583757
SMB      -0.002349
HML       0.001798
dtype: float64, 20854: const    -0.029522
vwretd    1.498840
SMB       0.004855
HML       0.001316
dtype: float64, 20855: const     0.052039
vwretd    1.430290
SMB       0.013469
HML      -0.000466
dtype: float64, 20856: const     0.002789
vwretd    0.021654
SMB       0.000308
HML      -0.000155
dtype: float64, 20857: const     0.002828
vwretd    0.007697
SMB       0.000682
HML      -0.000370
dtype: float64, 20858: const     0.003678
vwretd    0.025090
SMB       0.000946
HML      -0.000376
dtype: float64, 20859: const     0.002814
vwretd   -0.008370
SMB       0.000243
HML      -0.000029
dtype: float64, 20860: const     0.002817
vwretd   -0.003073
SMB       0.000052
HML      -0.000334
dtype: float64, 20861: const     0.000705
vwretd    1.194730
SMB       0.011261
HML       0.003484
dtype: float64, 20862: const    -0.031213
vwretd   -0.602556
SMB       0.000044
HML      -0.001773
dtype: float64, 20863: const     0.001622
vwretd    0.008968
SMB       0.000190
HML      -0.000047
dtype: float64, 20864: const     0.002873
vwretd    0.013802
SMB       0.000639
HML       0.000032
dtype: float64, 20865: const    -0.121012
vwretd   -0.061624
SMB      -0.036094
HML      -0.002417
dtype: float64, 20866: const     0.002230
vwretd    0.050787
SMB       0.001573
HML       0.000382
dtype: float64, 20867: const     0.002552
vwretd   -0.002403
SMB      -0.000829
HML      -0.000290
dtype: float64, 20868: const     0.003357
vwretd   -0.006606
SMB       0.000326
HML      -0.000345
dtype: float64, 20869: const    -0.125300
vwretd   -0.615085
SMB      -0.019290
HML      -0.016431
dtype: float64, 20870: const     0.228385
vwretd   -0.490628
SMB       0.034868
HML      -0.014463
dtype: float64, 20871: const     0.002534
vwretd    0.017420
SMB       0.000078
HML      -0.000146
dtype: float64, 20872: const     0.003226
vwretd    0.037263
SMB       0.000587
HML      -0.000053
dtype: float64, 20873: const    -0.020214
vwretd    0.226661
SMB      -0.009060
HML      -0.001646
dtype: float64, 20874: const     0.002371
vwretd    0.051949
SMB       0.000227
HML       0.000195
dtype: float64, 20875: const     0.004342
vwretd    0.036634
SMB       0.000099
HML      -0.001007
dtype: float64, 20876: const     0.068233
vwretd    1.084951
SMB       0.027762
HML      -0.004116
dtype: float64, 20877: const     0.002112
vwretd    0.025250
SMB       0.000495
HML       0.000115
dtype: float64, 20878: const     0.000602
vwretd    0.062407
SMB      -0.000168
HML      -0.000143
dtype: float64, 20879: const    -0.080189
vwretd    1.094249
SMB       0.055498
HML       0.020221
dtype: float64, 20880: const     0.002924
vwretd    0.020747
SMB       0.000313
HML      -0.000173
dtype: float64, 20881: const     0.002622
vwretd   -0.023137
SMB       0.000257
HML      -0.000180
dtype: float64, 20882: const    -0.013779
vwretd    3.047668
SMB      -0.000388
HML       0.021275
dtype: float64, 20883: const     0.003282
vwretd   -0.020011
SMB       0.000144
HML      -0.000442
dtype: float64, 20884: const    -0.039935
vwretd   -0.460495
SMB       0.034182
HML       0.010507
dtype: float64, 20886: const     0.002706
vwretd    0.052400
SMB       0.000453
HML       0.000163
dtype: float64, 20887: const    -0.000872
vwretd   -0.016927
SMB      -0.006566
HML      -0.001987
dtype: float64, 20888: const    -0.004791
vwretd    1.067471
SMB       0.007364
HML       0.010016
dtype: float64, 20889: const    -0.021555
vwretd    0.645609
SMB       0.026986
HML      -0.000086
dtype: float64, 20890: const     0.002624
vwretd    0.023763
SMB       0.000288
HML      -0.000067
dtype: float64, 20891: const     0.013251
vwretd    2.577459
SMB       0.044593
HML       0.017414
dtype: float64, 20892: const    -0.072484
vwretd    1.629934
SMB       0.038830
HML      -0.000505
dtype: float64, 20893: const     0.054725
vwretd    0.745719
SMB       0.016826
HML      -0.017748
dtype: float64, 20894: const    -0.105514
vwretd    1.257588
SMB       0.003513
HML      -0.006404
dtype: float64, 20895: const    -0.108533
vwretd   -0.085209
SMB       0.026186
HML      -0.019772
dtype: float64, 20896: const    -0.000810
vwretd    0.819414
SMB       0.002089
HML       0.001828
dtype: float64, 20897: const     0.004484
vwretd    1.127367
SMB       0.023086
HML      -0.012664
dtype: float64, 20898: const    -0.011702
vwretd   -0.613350
SMB       0.049353
HML      -0.002950
dtype: float64, 20899: const     0.014057
vwretd    0.081530
SMB      -0.007114
HML      -0.001674
dtype: float64, 20900: const     0.044411
vwretd    2.805262
SMB       0.037279
HML      -0.012399
dtype: float64, 20901: const     0.009245
vwretd    1.198643
SMB       0.004143
HML      -0.002513
dtype: float64, 20902: const    -0.064959
vwretd    0.745481
SMB       0.030256
HML       0.009248
dtype: float64, 20903: const    -0.001126
vwretd    0.992240
SMB       0.013259
HML       0.005528
dtype: float64, 20904: const     0.012522
vwretd    1.377812
SMB       0.011939
HML       0.003702
dtype: float64, 20905: const    -0.004114
vwretd    0.903971
SMB      -0.008208
HML       0.000138
dtype: float64, 20906: const     0.003164
vwretd    0.038588
SMB      -0.001292
HML      -0.000589
dtype: float64, 20907: const     0.002655
vwretd    0.017266
SMB      -0.001766
HML      -0.000651
dtype: float64, 20908: const     0.002896
vwretd    0.023183
SMB       0.000728
HML       0.000043
dtype: float64, 20909: const     0.002484
vwretd    1.125057
SMB       0.002832
HML       0.003347
dtype: float64, 20910: const    -0.067548
vwretd    0.835314
SMB       0.029416
HML       0.019793
dtype: float64, 20911: const     0.001171
vwretd    1.053177
SMB      -0.002001
HML      -0.000528
dtype: float64, 20912: const    -0.004788
vwretd    0.947798
SMB      -0.008166
HML      -0.000139
dtype: float64, 20913: const    -0.022500
vwretd    0.620290
SMB      -0.013429
HML       0.001930
dtype: float64, 20914: const     0.002414
vwretd    0.029646
SMB      -0.000271
HML      -0.000352
dtype: float64, 20915: const     0.002051
vwretd    0.045325
SMB       0.000599
HML      -0.000039
dtype: float64, 20916: const    -0.099646
vwretd    2.410644
SMB      -0.013970
HML       0.008477
dtype: float64, 20917: const    -0.001240
vwretd    0.655187
SMB       0.009150
HML       0.008180
dtype: float64, 20918: const    -0.013557
vwretd    2.773730
SMB       0.020165
HML      -0.001610
dtype: float64, 20919: const    -0.049616
vwretd    0.691938
SMB       0.011666
HML       0.009780
dtype: float64, 20920: const    -0.023281
vwretd    0.278977
SMB       0.032844
HML       0.006677
dtype: float64, 20921: const     0.003823
vwretd    0.592348
SMB      -0.003773
HML       0.000361
dtype: float64, 20922: const     0.003671
vwretd    1.003590
SMB      -0.004619
HML      -0.000667
dtype: float64, 20923: const     0.015279
vwretd    1.322197
SMB       0.000084
HML      -0.002249
dtype: float64, 20924: const     0.001819
vwretd    0.030797
SMB      -0.000172
HML      -0.000109
dtype: float64, 20925: const     0.001701
vwretd    1.309449
SMB       0.000767
HML      -0.003958
dtype: float64, 20927: const    -0.080013
vwretd    1.078623
SMB      -0.000278
HML       0.007288
dtype: float64, 20928: const     0.001114
vwretd    0.459384
SMB      -0.001643
HML      -0.000173
dtype: float64, 20929: const     0.001947
vwretd    0.697532
SMB      -0.002010
HML      -0.000092
dtype: float64, 20930: const     0.002891
vwretd    0.048679
SMB       0.000092
HML      -0.000075
dtype: float64, 20931: const     0.002284
vwretd    0.013077
SMB       0.000844
HML       0.000213
dtype: float64, 20932: const     0.002593
vwretd    0.000819
SMB       0.000376
HML      -0.000056
dtype: float64, 20933: const    -0.001116
vwretd    0.975114
SMB       0.008099
HML      -0.001425
dtype: float64, 20934: const    -0.063910
vwretd    1.094183
SMB      -0.148510
HML       0.197824
dtype: float64, 20935: const    -0.001879
vwretd    0.366475
SMB      -0.008542
HML      -0.001592
dtype: float64, 20936: const    -0.001882
vwretd    0.519304
SMB      -0.002543
HML       0.000516
dtype: float64, 20937: const     0.001871
vwretd    0.874891
SMB      -0.001230
HML      -0.000727
dtype: float64, 20938: const     0.001369
vwretd    1.053123
SMB      -0.001566
HML       0.001234
dtype: float64, 20939: const     0.001854
vwretd    0.701544
SMB      -0.000521
HML       0.001171
dtype: float64, 20940: const     0.000277
vwretd    1.054123
SMB      -0.000232
HML       0.002049
dtype: float64, 20941: const     0.004655
vwretd    1.366219
SMB       0.003380
HML       0.000944
dtype: float64, 20942: const     0.012112
vwretd    0.634981
SMB       0.005270
HML      -0.000614
dtype: float64, 20943: const    -0.000984
vwretd    1.180035
SMB      -0.004830
HML      -0.002111
dtype: float64, 20944: const    -0.004792
vwretd    1.129869
SMB      -0.004419
HML      -0.003821
dtype: float64, 20945: const    -0.060748
vwretd    0.889333
SMB       0.002223
HML       0.003612
dtype: float64, 20946: const     0.002258
vwretd    0.003236
SMB      -0.000597
HML      -0.000428
dtype: float64, 20947: const    -0.007669
vwretd    0.885870
SMB      -0.008040
HML      -0.001172
dtype: float64, 20949: const     0.003170
vwretd    0.729658
SMB      -0.001159
HML      -0.000303
dtype: float64, 20950: const     0.003277
vwretd    0.033362
SMB       0.000074
HML      -0.000222
dtype: float64, 20951: const     0.000348
vwretd    0.025477
SMB      -0.001683
HML      -0.000341
dtype: float64, 20952: const     0.002857
vwretd    0.057102
SMB       0.000831
HML       0.000262
dtype: float64, 20953: const     0.002841
vwretd    0.029100
SMB      -0.000183
HML      -0.000250
dtype: float64, 20954: const     0.002430
vwretd    0.016428
SMB       0.000384
HML       0.000006
dtype: float64, 20955: const    -0.015190
vwretd    0.945869
SMB      -0.004421
HML      -0.003088
dtype: float64, 20956: const    -0.006891
vwretd    0.228678
SMB      -0.002196
HML      -0.001066
dtype: float64, 20957: const     0.006007
vwretd    0.678118
SMB      -0.001927
HML      -0.000276
dtype: float64, 20958: const     0.003453
vwretd    0.519391
SMB      -0.001113
HML       0.000239
dtype: float64, 20959: const     0.001562
vwretd    0.411414
SMB      -0.001407
HML      -0.000149
dtype: float64, 20960: const     0.002906
vwretd    0.012965
SMB       0.000266
HML      -0.000101
dtype: float64, 20961: const    -0.005264
vwretd    0.595028
SMB      -0.009894
HML      -0.003138
dtype: float64, 20962: const     0.002327
vwretd    0.034753
SMB       0.001462
HML       0.000449
dtype: float64, 20963: const    -0.003848
vwretd    0.687880
SMB      -0.008811
HML       0.000897
dtype: float64, 20964: const     0.003065
vwretd    0.039071
SMB      -0.000200
HML      -0.000312
dtype: float64, 20965: const     0.003545
vwretd    0.055285
SMB      -0.000457
HML      -0.000587
dtype: float64, 20966: const    -0.002639
vwretd   -0.081236
SMB       0.002553
HML       0.001095
dtype: float64, 20967: const    -0.005113
vwretd    0.501104
SMB      -0.001193
HML       0.000680
dtype: float64, 20968: const    -0.001949
vwretd    1.017381
SMB       0.011716
HML       0.002807
dtype: float64, 20969: const    -0.008448
vwretd    1.060946
SMB       0.018550
HML       0.004863
dtype: float64, 20970: const     0.002785
vwretd    0.044377
SMB       0.000125
HML      -0.000170
dtype: float64, 20971: const    -0.000992
vwretd    0.943103
SMB      -0.002008
HML      -0.000713
dtype: float64, 20972: const    -0.076108
vwretd    0.234552
SMB       0.024215
HML       0.004814
dtype: float64, 20973: const     0.004999
vwretd    1.156988
SMB       0.000194
HML       0.001425
dtype: float64, 20974: const     0.003031
vwretd    0.033587
SMB      -0.002185
HML      -0.000853
dtype: float64, 20975: const    -0.117915
vwretd    3.545503
SMB      -0.148248
HML      -0.038147
dtype: float64, 20976: const    -0.004526
vwretd    1.219008
SMB       0.010210
HML       0.000315
dtype: float64, 20977: const    -0.230141
vwretd   -4.704993
SMB       0.118100
HML       0.066033
dtype: float64, 20978: const    -0.000185
vwretd    0.022828
SMB       0.000016
HML       0.000049
dtype: float64, 20979: const     0.001977
vwretd   -0.003790
SMB       0.000301
HML      -0.000027
dtype: float64, 20980: const     0.003509
vwretd    0.003826
SMB      -0.000119
HML      -0.000499
dtype: float64, 20981: const     0.003525
vwretd    0.018068
SMB      -0.000501
HML      -0.000826
dtype: float64, 20982: const     0.003059
vwretd    0.002642
SMB       0.000203
HML      -0.000307
dtype: float64, 20983: const    -0.000155
vwretd    0.045450
SMB       0.001570
HML       0.000589
dtype: float64, 20984: const    -0.009179
vwretd    1.225073
SMB       0.009233
HML       0.005664
dtype: float64, 20986: const     0.001138
vwretd    0.027995
SMB       0.001635
HML       0.000618
dtype: float64, 20987: const     0.003516
vwretd    0.019290
SMB       0.000793
HML      -0.000164
dtype: float64, 20988: const     0.002387
vwretd   -0.003766
SMB       0.000646
HML       0.000058
dtype: float64, 20989: const     0.002846
vwretd   -0.001537
SMB       0.000380
HML      -0.000180
dtype: float64, 20990: const     0.002714
vwretd    0.002975
SMB      -0.000259
HML      -0.000113
dtype: float64, 20991: const    -0.064137
vwretd    1.530182
SMB       0.066853
HML       0.024378
dtype: float64, 20992: const    -0.001054
vwretd    1.002785
SMB       0.007925
HML       0.003443
dtype: float64, 20993: const     0.006146
vwretd   -0.204038
SMB       0.041187
HML       0.010553
dtype: float64, 20994: const     0.004002
vwretd    0.004770
SMB      -0.000010
HML      -0.000453
dtype: float64, 20995: const     0.003282
vwretd    0.013202
SMB      -0.000775
HML      -0.000464
dtype: float64, 20996: const     0.015708
vwretd    3.772495
SMB       0.035209
HML       0.001428
dtype: float64, 20997: const     0.002697
vwretd    0.060909
SMB       0.000617
HML       0.000261
dtype: float64, 20998: const     0.029852
vwretd    0.364765
SMB       0.034145
HML       0.010525
dtype: float64, 20999: const    -0.060583
vwretd    2.148406
SMB       0.043909
HML       0.008474
dtype: float64, 21000: const     0.003110
vwretd    0.000422
SMB      -0.000122
HML      -0.000366
dtype: float64, 21002: const    -0.106683
vwretd    2.224859
SMB       0.048741
HML       0.035322
dtype: float64, 21003: const     0.003090
vwretd    0.005591
SMB       0.000178
HML      -0.000187
dtype: float64, 21004: const     0.002764
vwretd    0.865507
SMB      -0.002388
HML       0.001683
dtype: float64, 21005: const     0.013359
vwretd    0.067391
SMB       0.009900
HML      -0.007667
dtype: float64, 21006: const     0.001204
vwretd    0.016370
SMB      -0.000121
HML      -0.000501
dtype: float64, 21007: const    -0.166986
vwretd    1.814264
SMB       0.063420
HML       0.048122
dtype: float64, 21008: const     0.002769
vwretd    0.001262
SMB       0.000254
HML      -0.000032
dtype: float64, 21009: const     0.003337
vwretd   -0.007478
SMB       0.000830
HML      -0.000157
dtype: float64, 21010: const     0.002624
vwretd    0.011870
SMB       0.000723
HML      -0.000088
dtype: float64, 21011: const     0.001291
vwretd    0.004932
SMB      -0.001215
HML      -0.000077
dtype: float64, 21012: const     0.007502
vwretd    0.927147
SMB      -0.001707
HML       0.009138
dtype: float64, 21013: const     0.019023
vwretd    0.062911
SMB       0.006904
HML      -0.000335
dtype: float64, 21014: const     0.002585
vwretd    0.000014
SMB       0.000150
HML      -0.000133
dtype: float64, 21015: const     0.003174
vwretd   -0.014951
SMB       0.000043
HML      -0.000343
dtype: float64, 21016: const     0.013715
vwretd    1.193996
SMB       0.020317
HML       0.002441
dtype: float64, 21017: const    -0.032446
vwretd   -0.507327
SMB       0.043378
HML       0.007053
dtype: float64, 21018: const     0.002753
vwretd   -0.034577
SMB      -0.002565
HML      -0.002011
dtype: float64, 21019: const     0.002863
vwretd    0.027081
SMB       0.000307
HML      -0.000114
dtype: float64, 21020: const    -0.008397
vwretd    1.507722
SMB       0.003561
HML       0.007854
dtype: float64, 21022: const     0.008347
vwretd    1.033749
SMB       0.001428
HML      -0.001708
dtype: float64, 21023: const     0.002572
vwretd    0.027027
SMB       0.001183
HML       0.000350
dtype: float64, 21024: const    -0.111030
vwretd   -0.384278
SMB      -0.013320
HML      -0.005564
dtype: float64, 21025: const     0.001168
vwretd   -0.000544
SMB       0.000349
HML      -0.000064
dtype: float64, 21026: const    -0.145895
vwretd   -0.110670
SMB       0.053742
HML       0.022581
dtype: float64, 21027: const     0.059637
vwretd   -2.279924
SMB       0.069688
HML       0.006914
dtype: float64, 21028: const    -0.032236
vwretd   -0.550395
SMB       0.029547
HML      -0.007949
dtype: float64, 21029: const    -0.031748
vwretd   -0.220605
SMB       0.019598
HML       0.008399
dtype: float64, 21030: const    -0.082642
vwretd    1.657073
SMB       0.039544
HML       0.014522
dtype: float64, 21031: const     0.002685
vwretd    0.033864
SMB      -0.000231
HML      -0.000183
dtype: float64, 21032: const    -0.073818
vwretd    1.898182
SMB       0.040079
HML      -0.000910
dtype: float64, 21033: const     0.002973
vwretd    0.045976
SMB      -0.000196
HML      -0.000147
dtype: float64, 21034: const     0.003213
vwretd    0.023606
SMB       0.000396
HML      -0.000196
dtype: float64, 21035: const     0.002727
vwretd    0.015320
SMB       0.000788
HML       0.000174
dtype: float64, 21036: const    -0.186695
vwretd    0.694453
SMB       0.003947
HML      -0.011852
dtype: float64, 21037: const    -0.096791
vwretd    0.185854
SMB       0.015452
HML       0.006658
dtype: float64, 21038: const    -0.001429
vwretd    0.057139
SMB       0.001114
HML       0.000836
dtype: float64, 21039: const    -0.001330
vwretd    0.891219
SMB       0.009553
HML      -0.001704
dtype: float64, 21040: const     0.032050
vwretd    1.417734
SMB      -0.004839
HML       0.014686
dtype: float64, 21041: const    -0.059675
vwretd    0.737102
SMB      -0.038203
HML       0.000328
dtype: float64, 21042: const    -0.136324
vwretd    0.375362
SMB      -0.030553
HML      -0.031585
dtype: float64, 21043: const     0.007862
vwretd   -0.019175
SMB      -0.000304
HML      -0.000528
dtype: float64, 21044: const    -0.012762
vwretd    2.266371
SMB       0.010003
HML      -0.011985
dtype: float64, 21045: const     0.001186
vwretd    0.020073
SMB       0.000934
HML       0.000236
dtype: float64, 21046: const     0.002259
vwretd    0.044938
SMB       0.000762
HML       0.000360
dtype: float64, 21047: const     0.004993
vwretd    0.793081
SMB       0.022913
HML       0.003073
dtype: float64, 21048: const    -0.105123
vwretd    0.089903
SMB       0.015536
HML       0.001101
dtype: float64, 21049: const     0.003139
vwretd    0.033996
SMB       0.000832
HML       0.000126
dtype: float64, 21050: const     0.001769
vwretd    0.011351
SMB      -0.001580
HML      -0.000698
dtype: float64, 21051: const     0.013732
vwretd    1.740586
SMB       0.022548
HML      -0.010205
dtype: float64, 21052: const     0.002562
vwretd   -0.013801
SMB       0.001463
HML       0.000533
dtype: float64, 21053: const    -0.147839
vwretd   -0.748126
SMB      -0.017870
HML      -0.005837
dtype: float64, 21054: const     0.002665
vwretd    0.046900
SMB      -0.000212
HML      -0.000755
dtype: float64, 21055: const    -0.003681
vwretd    1.256525
SMB       0.007976
HML       0.005562
dtype: float64, 21056: const     0.006308
vwretd   -0.074835
SMB       0.000518
HML       0.000062
dtype: float64, 21057: const     0.001371
vwretd    0.015866
SMB       0.000947
HML       0.000040
dtype: float64, 21058: const     0.003394
vwretd    0.004797
SMB      -0.000006
HML      -0.000444
dtype: float64, 21059: const     0.002889
vwretd    0.024310
SMB      -0.000465
HML      -0.000245
dtype: float64, 21060: const    -0.097602
vwretd   -1.441327
SMB       0.039608
HML      -0.003631
dtype: float64, 21061: const    -0.096466
vwretd    0.506915
SMB      -0.024510
HML      -0.000131
dtype: float64, 21062: const    -0.200950
vwretd    0.037691
SMB       0.022955
HML       0.015237
dtype: float64, 21063: const     0.011276
vwretd    0.809944
SMB       0.008673
HML      -0.001658
dtype: float64, 21064: const    -0.076578
vwretd    2.084212
SMB       0.009625
HML       0.013827
dtype: float64, 21065: const    -0.058341
vwretd   -1.481339
SMB       0.016533
HML       0.000799
dtype: float64, 21066: const     0.017181
vwretd    0.338438
SMB       0.016760
HML      -0.000678
dtype: float64, 21067: const     0.003600
vwretd   -0.002599
SMB       0.000432
HML      -0.000032
dtype: float64, 21068: const     0.003761
vwretd    0.012998
SMB       0.000618
HML      -0.000248
dtype: float64, 21069: const     0.005008
vwretd    1.292264
SMB       0.003170
HML      -0.002930
dtype: float64, 21070: const     0.002568
vwretd   -0.003412
SMB       0.000422
HML      -0.000113
dtype: float64, 21071: const     0.004930
vwretd    0.443108
SMB       0.006052
HML       0.000581
dtype: float64, 21072: const    -0.003016
vwretd    0.849424
SMB       0.010770
HML      -0.001464
dtype: float64, 21073: const     0.003405
vwretd    0.013541
SMB       0.000395
HML      -0.000243
dtype: float64, 21074: const    -0.026082
vwretd    1.983190
SMB       0.031794
HML       0.014364
dtype: float64, 21075: const     0.002321
vwretd   -0.003006
SMB       0.000327
HML       0.000116
dtype: float64, 21076: const    -0.087362
vwretd    1.121671
SMB       0.039265
HML       0.024986
dtype: float64, 21077: const    -0.135814
vwretd    1.515013
SMB       0.044061
HML       0.016940
dtype: float64, 21078: const     0.003013
vwretd    0.004207
SMB       0.000484
HML      -0.000062
dtype: float64, 21079: const     0.002827
vwretd    0.021453
SMB       0.000915
HML       0.000097
dtype: float64, 21080: const     0.002342
vwretd    0.044894
SMB       0.001142
HML       0.000316
dtype: float64, 21081: const    -0.117652
vwretd    0.265371
SMB       0.030670
HML       0.002993
dtype: float64, 21082: const     0.003358
vwretd   -0.006378
SMB       0.000323
HML      -0.000337
dtype: float64, 21083: const     0.002868
vwretd    0.053078
SMB       0.001158
HML       0.000374
dtype: float64, 21084: const     0.002711
vwretd    0.017473
SMB       0.000236
HML      -0.000124
dtype: float64, 21085: const     0.001367
vwretd   -0.036401
SMB       0.000821
HML      -0.000116
dtype: float64, 21086: const     0.002457
vwretd    0.014193
SMB       0.000433
HML      -0.000004
dtype: float64, 21087: const     0.044304
vwretd    0.444961
SMB       0.058587
HML       0.003743
dtype: float64, 21088: const     0.002901
vwretd    0.027928
SMB      -0.000417
HML      -0.000349
dtype: float64, 21089: const     0.133558
vwretd   -0.341602
SMB       0.003052
HML      -0.050467
dtype: float64, 21090: const    -0.046130
vwretd    0.474182
SMB       0.021295
HML      -0.000226
dtype: float64, 21091: const     0.003979
vwretd    0.101489
SMB       0.045417
HML      -0.005886
dtype: float64, 21092: const     0.002922
vwretd    0.042596
SMB      -0.000113
HML      -0.000147
dtype: float64, 21093: const     0.007988
vwretd   -0.000593
SMB      -0.015455
HML      -0.009452
dtype: float64, 21094: const     0.003619
vwretd    0.052696
SMB       0.000817
HML      -0.000058
dtype: float64, 21095: const     0.003559
vwretd    0.006516
SMB      -0.000049
HML      -0.000330
dtype: float64, 21096: const     0.080974
vwretd    4.673242
SMB       0.074250
HML      -0.002681
dtype: float64, 21097: const     0.002889
vwretd   -0.003496
SMB       0.000301
HML      -0.000143
dtype: float64, 21098: const    -0.003306
vwretd    1.133435
SMB       0.010490
HML       0.004107
dtype: float64, 21099: const     0.003047
vwretd    0.048789
SMB       0.000416
HML      -0.000058
dtype: float64, 21100: const     0.000483
vwretd    1.212285
SMB       0.009474
HML      -0.001440
dtype: float64, 21102: const    -0.098469
vwretd    0.396394
SMB       0.020556
HML      -0.003239
dtype: float64, 21103: const    -0.149551
vwretd    1.985351
SMB       0.030389
HML       0.036154
dtype: float64, 21104: const     0.003788
vwretd    0.032934
SMB       0.000512
HML      -0.000724
dtype: float64, 21105: const     0.010761
vwretd    0.246251
SMB       0.045533
HML       0.014931
dtype: float64, 21106: const    -0.152918
vwretd    1.491010
SMB       0.045784
HML       0.040122
dtype: float64, 21107: const     0.002828
vwretd    0.039819
SMB       0.000260
HML      -0.000003
dtype: float64, 21108: const     0.002884
vwretd    0.024751
SMB      -0.000227
HML      -0.000180
dtype: float64, 21109: const    -0.002095
vwretd    2.063418
SMB       0.019239
HML       0.004711
dtype: float64, 21110: const    -0.016393
vwretd    0.241438
SMB       0.004320
HML      -0.025631
dtype: float64, 21111: const    -0.095980
vwretd   -0.187830
SMB       0.016488
HML      -0.002459
dtype: float64, 21112: const     0.023421
vwretd    0.959511
SMB       0.052919
HML       0.033809
dtype: float64, 21113: const     0.001304
vwretd    0.042196
SMB       0.000707
HML       0.000262
dtype: float64, 21114: const    -0.061861
vwretd    0.713038
SMB       0.007086
HML       0.004913
dtype: float64, 21115: const     0.000725
vwretd    0.000424
SMB      -0.000663
HML      -0.000051
dtype: float64, 21116: const     0.048830
vwretd    0.968675
SMB       0.004036
HML      -0.004262
dtype: float64, 21117: const    -0.149163
vwretd    1.599129
SMB       0.008505
HML      -0.019816
dtype: float64, 21118: const    -0.041553
vwretd    0.568756
SMB       0.016713
HML      -0.004466
dtype: float64, 21119: const     0.000313
vwretd    0.903649
SMB       0.003718
HML       0.002271
dtype: float64, 21120: const    -0.105940
vwretd    1.321974
SMB      -0.006292
HML       0.000667
dtype: float64, 21121: const    -0.033956
vwretd   -0.060618
SMB       0.001026
HML       0.003430
dtype: float64, 21122: const     0.039695
vwretd    0.830121
SMB       0.008465
HML      -0.018608
dtype: float64, 21123: const    -0.059006
vwretd    1.690679
SMB       0.005009
HML      -0.001649
dtype: float64, 21124: const    -0.024122
vwretd    0.580847
SMB       0.018462
HML       0.018842
dtype: float64, 21125: const    -0.002467
vwretd    0.851197
SMB      -0.005025
HML      -0.009530
dtype: float64, 21127: const     0.001513
vwretd    0.917665
SMB       0.005056
HML       0.004815
dtype: float64, 21135: const    -0.004266
vwretd    1.473120
SMB       0.004150
HML       0.007661
dtype: float64, 21143: const    -0.001139
vwretd    1.077087
SMB       0.004494
HML       0.002409
dtype: float64, 21151: const    -0.003319
vwretd    0.691796
SMB       0.004943
HML       0.002344
dtype: float64, 21152: const     0.004799
vwretd    0.593154
SMB       0.002864
HML       0.000174
dtype: float64, 21178: const     0.003822
vwretd    0.919235
SMB       0.004713
HML       0.003157
dtype: float64, 21179: const     0.013393
vwretd    1.140493
SMB       0.009408
HML      -0.010038
dtype: float64, 21186: const    -0.001390
vwretd    1.139354
SMB       0.000147
HML       0.004661
dtype: float64, 21193: const     0.003681
vwretd    0.043763
SMB      -0.000491
HML      -0.000294
dtype: float64, 21194: const    -0.000022
vwretd    0.730643
SMB       0.009473
HML       0.003297
dtype: float64, 21195: const    -0.015007
vwretd    0.930373
SMB       0.009496
HML      -0.000266
dtype: float64, 21196: const     0.007103
vwretd    0.872708
SMB       0.000615
HML       0.002850
dtype: float64, 21197: const     0.002257
vwretd    1.037655
SMB       0.000565
HML       0.002495
dtype: float64, 21198: const    -0.050595
vwretd    2.412275
SMB       0.110653
HML       0.024163
dtype: float64, 21199: const     0.002202
vwretd    0.002836
SMB       0.000790
HML       0.000160
dtype: float64, 21200: const     0.091464
vwretd   -2.977955
SMB      -0.033413
HML      -0.016284
dtype: float64, 21201: const    -0.099634
vwretd    2.311031
SMB       0.025817
HML       0.009884
dtype: float64, 21203: const    -0.028685
vwretd    0.257882
SMB       0.006088
HML       0.001959
dtype: float64, 21204: const    -0.083688
vwretd    0.796514
SMB       0.012149
HML      -0.002628
dtype: float64, 21205: const    -0.054682
vwretd    2.108280
SMB       0.017419
HML       0.007646
dtype: float64, 21206: const     0.001987
vwretd    1.056817
SMB      -0.000796
HML      -0.002770
dtype: float64, 21207: const     0.003195
vwretd    0.847338
SMB       0.001154
HML       0.002222
dtype: float64, 21208: const     0.012496
vwretd    0.536133
SMB       0.021486
HML       0.002382
dtype: float64, 21209: const    -0.081388
vwretd    1.765349
SMB       0.044279
HML       0.001581
dtype: float64, 21210: const    -0.012404
vwretd    1.391373
SMB      -0.032410
HML      -0.034017
dtype: float64, 21211: const     0.001981
vwretd    0.011456
SMB       0.000158
HML      -0.000098
dtype: float64, 21212: const    -0.002949
vwretd    0.255122
SMB      -0.001656
HML      -0.001225
dtype: float64, 21213: const    -0.003206
vwretd    1.032823
SMB       0.003226
HML      -0.004842
dtype: float64, 21214: const     0.003139
vwretd    0.975934
SMB      -0.000290
HML      -0.003359
dtype: float64, 21215: const    -0.002567
vwretd    1.558265
SMB       0.021916
HML       0.008347
dtype: float64, 21217: const     0.001886
vwretd    0.042217
SMB       0.001110
HML       0.000309
dtype: float64, 21218: const     0.001316
vwretd    0.010877
SMB       0.000566
HML       0.000232
dtype: float64, 21219: const     0.024451
vwretd    0.932431
SMB       0.008596
HML       0.000174
dtype: float64, 21220: const    -0.006091
vwretd    0.400127
SMB      -0.003209
HML      -0.001421
dtype: float64, 21221: const     0.002625
vwretd    0.055443
SMB       0.000332
HML       0.000039
dtype: float64, 21222: const    -0.086340
vwretd    1.941939
SMB       0.004577
HML       0.003114
dtype: float64, 21223: const     0.002757
vwretd    0.635825
SMB       0.000432
HML       0.002750
dtype: float64, 21224: const     0.029254
vwretd   -0.109995
SMB      -0.001020
HML      -0.002491
dtype: float64, 21225: const     0.000960
vwretd    0.720546
SMB      -0.001309
HML      -0.000473
dtype: float64, 21226: const     0.002404
vwretd    0.057762
SMB       0.001203
HML      -0.000025
dtype: float64, 21227: const    -0.019367
vwretd    1.079303
SMB       0.001729
HML      -0.002941
dtype: float64, 21228: const    -0.022215
vwretd    0.637963
SMB       0.027594
HML       0.012057
dtype: float64, 21229: const     0.001927
vwretd    0.009191
SMB       0.001083
HML       0.000409
dtype: float64, 21230: const    -0.038782
vwretd    0.160908
SMB       0.002612
HML      -0.001695
dtype: float64, 21231: const     0.004145
vwretd    0.435854
SMB       0.000066
HML       0.004514
dtype: float64, 21232: const     0.001863
vwretd    0.131369
SMB       0.014603
HML      -0.003774
dtype: float64, 21233: const    -0.164506
vwretd   -1.916508
SMB       0.017819
HML       0.002058
dtype: float64, 21234: const     0.001513
vwretd    1.080662
SMB       0.009660
HML       0.004778
dtype: float64, 21235: const     0.001701
vwretd    1.008969
SMB      -0.000882
HML      -0.000340
dtype: float64, 21236: const    -0.000715
vwretd    0.932197
SMB      -0.008382
HML      -0.000622
dtype: float64, 21237: const    -0.014551
vwretd    0.455826
SMB       0.040285
HML       0.003549
dtype: float64, 21238: const    -0.000894
vwretd    1.036835
SMB      -0.000784
HML      -0.001232
dtype: float64, 21239: const    -0.008435
vwretd    0.993366
SMB       0.005393
HML      -0.002880
dtype: float64, 21240: const     0.009574
vwretd    1.007341
SMB       0.001055
HML       0.002956
dtype: float64, 21241: const    -0.003074
vwretd    1.086945
SMB      -0.002169
HML      -0.004138
dtype: float64, 21242: const     0.036340
vwretd   -0.906825
SMB       0.007774
HML       0.004246
dtype: float64, 21243: const     0.011052
vwretd    0.582105
SMB      -0.005117
HML      -0.002339
dtype: float64, 21244: const    -0.004227
vwretd    0.938814
SMB       0.001937
HML       0.001726
dtype: float64, 21245: const    -0.001411
vwretd    0.599593
SMB      -0.007851
HML      -0.003654
dtype: float64, 21246: const     0.000990
vwretd    1.002158
SMB       0.001020
HML      -0.000363
dtype: float64, 21247: const    -0.022035
vwretd    1.098352
SMB       0.002193
HML       0.007673
dtype: float64, 21248: const     0.001705
vwretd    0.883875
SMB      -0.005071
HML       0.002127
dtype: float64, 21249: const     0.089415
vwretd   -0.702867
SMB      -0.020259
HML      -0.006836
dtype: float64, 21250: const    -0.006064
vwretd    1.217385
SMB      -0.000932
HML       0.002763
dtype: float64, 21251: const    -0.002854
vwretd    0.981709
SMB      -0.009636
HML      -0.001239
dtype: float64, 21252: const    -0.014336
vwretd    0.695352
SMB      -0.016732
HML      -0.003341
dtype: float64, 21253: const     0.000747
vwretd   -0.000656
SMB       0.000037
HML       0.000080
dtype: float64, 21254: const     0.004287
vwretd    0.022770
SMB       0.000175
HML      -0.000552
dtype: float64, 21255: const     0.003489
vwretd    0.001620
SMB       0.000413
HML      -0.000430
dtype: float64, 21256: const     0.002753
vwretd    0.007048
SMB       0.000452
HML      -0.000071
dtype: float64, 21257: const     0.058774
vwretd    1.886864
SMB      -0.000717
HML       0.015102
dtype: float64, 21258: const    -0.002946
vwretd    1.113841
SMB       0.006027
HML       0.006354
dtype: float64, 21259: const     0.005935
vwretd    0.764875
SMB       0.004578
HML       0.005713
dtype: float64, 21260: const    -0.213385
vwretd    0.273447
SMB       0.031371
HML       0.024789
dtype: float64, 21261: const    -0.048086
vwretd    0.267467
SMB       0.023118
HML       0.001507
dtype: float64, 21262: const     0.192019
vwretd   -3.057775
SMB       0.045432
HML      -0.042791
dtype: float64, 21263: const    -0.073307
vwretd    0.280899
SMB       0.040331
HML      -0.001929
dtype: float64, 21264: const     0.004327
vwretd    0.008661
SMB       0.000211
HML      -0.000081
dtype: float64, 21265: const    -0.020887
vwretd    0.736418
SMB       0.009167
HML       0.006882
dtype: float64, 21266: const     0.002919
vwretd    0.807764
SMB       0.004702
HML      -0.001861
dtype: float64, 21267: const     0.003616
vwretd    0.055845
SMB      -0.000600
HML      -0.000322
dtype: float64, 21268: const    -0.125033
vwretd   -0.360810
SMB       0.115468
HML       0.031117
dtype: float64, 21269: const     0.026484
vwretd   -1.926609
SMB      -0.001662
HML      -0.027142
dtype: float64, 21270: const     0.004448
vwretd    0.035393
SMB      -0.000461
HML      -0.000541
dtype: float64, 21271: const     0.048140
vwretd    1.206459
SMB      -0.024729
HML      -0.008514
dtype: float64, 21272: const    -0.019077
vwretd    2.245825
SMB       0.036711
HML       0.022586
dtype: float64, 21273: const     0.004026
vwretd    0.009385
SMB       0.000536
HML      -0.000351
dtype: float64, 21274: const     0.005401
vwretd    0.822688
SMB       0.008304
HML       0.003040
dtype: float64, 21275: const    -0.007370
vwretd    0.731441
SMB       0.005817
HML       0.009461
dtype: float64, 21276: const     0.003692
vwretd    0.003065
SMB       0.000883
HML       0.000173
dtype: float64, 21277: const    -0.047632
vwretd    0.605140
SMB       0.005922
HML      -0.005526
dtype: float64, 21278: const    -0.052453
vwretd   -0.020233
SMB      -0.005312
HML      -0.014330
dtype: float64, 21279: const     0.004314
vwretd    0.024764
SMB       0.000145
HML      -0.000514
dtype: float64, 21280: const    -0.088303
vwretd   -0.197221
SMB      -0.022183
HML      -0.045574
dtype: float64, 21281: const    -0.091737
vwretd    1.225078
SMB       0.067676
HML       0.025575
dtype: float64, 21282: const     0.001876
vwretd    1.245952
SMB       0.008429
HML       0.001998
dtype: float64, 21283: const    -0.057018
vwretd    0.983904
SMB       0.012089
HML       0.022861
dtype: float64, 21284: const     0.003432
vwretd    0.000146
SMB       0.000654
HML      -0.000177
dtype: float64, 21285: const    -0.077395
vwretd    0.610931
SMB       0.027551
HML       0.017037
dtype: float64, 21286: const    -0.064715
vwretd    2.933708
SMB       0.003473
HML       0.016371
dtype: float64, 21287: const     0.002978
vwretd    0.003840
SMB      -0.000305
HML      -0.000102
dtype: float64, 21288: const    -0.218075
vwretd    0.936056
SMB      -0.001244
HML      -0.018912
dtype: float64, 21289: const    -0.119891
vwretd    0.740322
SMB       0.046829
HML       0.014474
dtype: float64, 21290: const     0.004981
vwretd    0.945022
SMB       0.000710
HML       0.000887
dtype: float64, 21291: const     0.012669
vwretd    0.467946
SMB       0.004385
HML       0.005944
dtype: float64, 21292: const     0.002607
vwretd    0.036017
SMB       0.000143
HML      -0.000078
dtype: float64, 21293: const     0.004086
vwretd    0.015264
SMB       0.000094
HML      -0.000530
dtype: float64, 21294: const    -0.007778
vwretd   -0.135943
SMB       0.003578
HML       0.002086
dtype: float64, 21295: const     0.002295
vwretd    0.016963
SMB      -0.000500
HML      -0.000405
dtype: float64, 21296: const     0.003343
vwretd    0.040206
SMB       0.000096
HML      -0.000619
dtype: float64, 21297: const    -0.003417
vwretd    0.665016
SMB       0.003950
HML      -0.001633
dtype: float64, 21298: const     0.002743
vwretd    0.051702
SMB      -0.000198
HML       0.000057
dtype: float64, 21299: const     0.003903
vwretd    0.060256
SMB      -0.000746
HML      -0.000438
dtype: float64, 21300: const     0.007827
vwretd   -0.284013
SMB       0.016474
HML      -0.004918
dtype: float64, 21301: const    -0.005748
vwretd    0.494862
SMB       0.060620
HML      -0.004370
dtype: float64, 21302: const     0.003674
vwretd    0.033404
SMB      -0.000231
HML      -0.000173
dtype: float64, 21303: const     0.002885
vwretd    0.854846
SMB       0.006014
HML       0.000986
dtype: float64, 21304: const    -0.009263
vwretd    1.345922
SMB       0.019085
HML       0.014526
dtype: float64, 21305: const     0.000980
vwretd    0.027818
SMB      -0.000220
HML      -0.000225
dtype: float64, 21306: const     0.002365
vwretd    0.047121
SMB      -0.000011
HML      -0.000395
dtype: float64, 21307: const     0.001974
vwretd    0.003259
SMB      -0.001361
HML      -0.000281
dtype: float64, 21308: const    -0.102342
vwretd    1.112818
SMB       0.000775
HML      -0.007040
dtype: float64, 21309: const    -0.211213
vwretd   -0.336474
SMB       0.061463
HML       0.033094
dtype: float64, 21310: const     0.002778
vwretd    0.016647
SMB       0.000100
HML      -0.000064
dtype: float64, 21311: const    -0.005848
vwretd    1.652885
SMB       0.019402
HML       0.002482
dtype: float64, 21312: const     0.041107
vwretd    0.971008
SMB       0.003486
HML      -0.012106
dtype: float64, 21313: const     0.002844
vwretd    0.029815
SMB      -0.000298
HML      -0.000441
dtype: float64, 21314: const     0.002894
vwretd   -0.009023
SMB       0.000174
HML      -0.000095
dtype: float64, 21315: const     0.003943
vwretd    0.027016
SMB       0.000362
HML      -0.000559
dtype: float64, 21316: const     0.003681
vwretd    0.014006
SMB       0.000291
HML      -0.000385
dtype: float64, 21317: const    -0.006118
vwretd    1.387426
SMB      -0.001148
HML       0.002149
dtype: float64, 21318: const     0.003577
vwretd    0.034292
SMB      -0.000332
HML      -0.000598
dtype: float64, 21319: const     0.004665
vwretd    0.012362
SMB       0.000656
HML       0.000349
dtype: float64, 21320: const     0.003288
vwretd    0.030042
SMB      -0.000134
HML      -0.000607
dtype: float64, 21321: const    -0.105253
vwretd    0.890937
SMB      -0.013402
HML      -0.003540
dtype: float64, 21322: const     0.059840
vwretd    1.241662
SMB       0.032035
HML       0.006869
dtype: float64, 21323: const    -0.044299
vwretd    0.474956
SMB       0.007349
HML      -0.002160
dtype: float64, 21324: const    -0.114457
vwretd    0.276661
SMB       0.028195
HML       0.011172
dtype: float64, 21325: const     0.022423
vwretd    1.984358
SMB       0.023310
HML       0.008255
dtype: float64, 21326: const     0.003793
vwretd    0.009962
SMB       0.000077
HML      -0.000259
dtype: float64, 21327: const     0.001655
vwretd    0.029933
SMB       0.000235
HML       0.000373
dtype: float64, 21328: const    -0.008815
vwretd    0.630192
SMB       0.002274
HML       0.000158
dtype: float64, 21329: const     0.001926
vwretd    1.042717
SMB      -0.004192
HML      -0.005818
dtype: float64, 21330: const     0.003186
vwretd    0.052600
SMB       0.001003
HML       0.000074
dtype: float64, 21331: const    -0.079296
vwretd    1.142166
SMB       0.065375
HML       0.001338
dtype: float64, 21332: const     0.002445
vwretd    0.016317
SMB       0.000120
HML       0.000009
dtype: float64, 21333: const    -0.008661
vwretd    1.129219
SMB       0.003340
HML       0.001064
dtype: float64, 21334: const     0.002903
vwretd    0.003905
SMB      -0.000371
HML      -0.000245
dtype: float64, 21335: const    -0.104396
vwretd    0.994105
SMB       0.017072
HML       0.002188
dtype: float64, 21336: const    -0.096694
vwretd    2.128659
SMB      -0.056851
HML      -0.022592
dtype: float64, 21337: const     0.003783
vwretd    0.017245
SMB       0.000564
HML      -0.000242
dtype: float64, 21338: const    -0.003100
vwretd    1.137642
SMB       0.003408
HML       0.002840
dtype: float64, 21339: const     0.019492
vwretd    0.624590
SMB       0.008438
HML       0.000041
dtype: float64, 21340: const     0.002771
vwretd    0.021852
SMB       0.000032
HML      -0.000085
dtype: float64, 21341: const    -0.073685
vwretd    1.767121
SMB       0.033031
HML       0.008088
dtype: float64, 21342: const     0.023608
vwretd    0.017679
SMB       0.041164
HML      -0.009637
dtype: float64, 21343: const    -0.003777
vwretd   -0.589338
SMB      -0.021016
HML      -0.007780
dtype: float64, 21344: const    -0.007505
vwretd    0.071230
SMB       0.042033
HML       0.010144
dtype: float64, 21345: const    -0.052079
vwretd    1.428051
SMB       0.035607
HML       0.010065
dtype: float64, 21346: const    -0.000399
vwretd    0.778517
SMB       0.006895
HML       0.002726
dtype: float64, 21347: const     0.020932
vwretd    1.564005
SMB       0.008512
HML       0.005484
dtype: float64, 21348: const    -0.029035
vwretd    0.841945
SMB       0.056345
HML       0.017115
dtype: float64, 21349: const     0.019856
vwretd    1.436685
SMB       0.046558
HML       0.023183
dtype: float64, 21350: const     0.007881
vwretd    2.639356
SMB      -0.004813
HML      -0.012906
dtype: float64, 21351: const    -0.025226
vwretd   -2.603851
SMB       0.073563
HML      -0.002224
dtype: float64, 21352: const     0.011372
vwretd    1.204529
SMB      -0.005049
HML      -0.008116
dtype: float64, 21353: const    -0.029846
vwretd    0.718445
SMB       0.035460
HML       0.007424
dtype: float64, 21354: const     0.000753
vwretd    1.068254
SMB       0.004288
HML      -0.001158
dtype: float64, 21355: const    -0.005574
vwretd   -1.089962
SMB       0.013228
HML      -0.019113
dtype: float64, 21356: const     0.012196
vwretd    1.002348
SMB       0.010272
HML       0.009639
dtype: float64, 21357: const     0.022795
vwretd    1.074513
SMB       0.003768
HML      -0.008118
dtype: float64, 21358: const    -0.039633
vwretd    0.659143
SMB       0.004138
HML      -0.012400
dtype: float64, 21359: const    -0.034043
vwretd    0.985528
SMB      -0.013666
HML      -0.003821
dtype: float64, 21360: const    -0.036135
vwretd   -0.949714
SMB      -0.032886
HML      -0.011008
dtype: float64, 21361: const    -0.052328
vwretd    0.275284
SMB       0.025296
HML       0.014811
dtype: float64, 21362: const    -0.001392
vwretd    1.252062
SMB       0.003222
HML       0.002451
dtype: float64, 21363: const    -0.027561
vwretd    2.414369
SMB       0.007067
HML       0.016839
dtype: float64, 21364: const    -0.005294
vwretd    1.112911
SMB      -0.001152
HML       0.000725
dtype: float64, 21365: const     0.106389
vwretd   -2.472491
SMB       0.025727
HML      -0.007257
dtype: float64, 21366: const    -0.006717
vwretd    1.064624
SMB       0.016115
HML       0.001779
dtype: float64, 21367: const    -0.083934
vwretd    0.289521
SMB       0.013268
HML       0.007154
dtype: float64, 21368: const    -0.110700
vwretd    1.947918
SMB       0.083677
HML       0.036179
dtype: float64, 21369: const    -0.123442
vwretd    0.117373
SMB       0.053911
HML       0.018200
dtype: float64, 21370: const     0.001505
vwretd    0.680422
SMB      -0.001211
HML       0.006079
dtype: float64, 21371: const     0.006021
vwretd    0.800443
SMB      -0.000251
HML       0.001782
dtype: float64, 21372: const     0.026850
vwretd    1.639229
SMB       0.016195
HML       0.004700
dtype: float64, 21373: const     0.102956
vwretd   -0.749721
SMB      -0.048517
HML      -0.041530
dtype: float64, 21374: const    -0.205752
vwretd    2.466554
SMB       0.101939
HML       0.053005
dtype: float64, 21375: const     0.001186
vwretd    1.023096
SMB      -0.000326
HML       0.000093
dtype: float64, 21376: const     0.002883
vwretd    1.061966
SMB       0.009166
HML       0.003925
dtype: float64, 21377: const     0.004455
vwretd    1.080020
SMB       0.008697
HML       0.006186
dtype: float64, 21378: const     0.001889
vwretd    1.018558
SMB       0.001972
HML       0.001704
dtype: float64, 21379: const     0.022416
vwretd   -0.240915
SMB      -0.028226
HML      -0.032849
dtype: float64, 21380: const    -0.020909
vwretd    2.279908
SMB       0.011219
HML       0.009858
dtype: float64, 21381: const    -0.018013
vwretd    2.445902
SMB       0.016269
HML       0.008909
dtype: float64, 21382: const    -0.016244
vwretd    1.270024
SMB       0.004392
HML       0.008629
dtype: float64, 21383: const    -0.051198
vwretd    1.468295
SMB      -0.011801
HML      -0.001178
dtype: float64, 21384: const    -0.130819
vwretd   -2.418182
SMB      -0.023108
HML       0.004554
dtype: float64, 21385: const     0.016143
vwretd    1.797561
SMB      -0.025887
HML      -0.015320
dtype: float64, 21386: const    -0.037743
vwretd    0.732266
SMB       0.009590
HML       0.002886
dtype: float64, 21387: const     0.000391
vwretd    1.019381
SMB      -0.001494
HML      -0.000475
dtype: float64, 21388: const     0.026671
vwretd    0.895980
SMB       0.005762
HML      -0.002389
dtype: float64, 21389: const     0.002071
vwretd    0.930579
SMB       0.004486
HML       0.007324
dtype: float64, 21390: const     0.140644
vwretd    3.020053
SMB      -0.027454
HML       0.029524
dtype: float64, 21391: const    -0.018843
vwretd    0.334677
SMB      -0.004688
HML      -0.000996
dtype: float64, 21392: const    -0.005095
vwretd    0.409975
SMB      -0.003544
HML      -0.002237
dtype: float64, 21393: const     0.002896
vwretd    1.066141
SMB      -0.002062
HML      -0.000664
dtype: float64, 21394: const     0.002324
vwretd    1.073176
SMB       0.002700
HML       0.000553
dtype: float64, 21395: const    -0.002099
vwretd    1.082148
SMB      -0.001402
HML      -0.002503
dtype: float64, 21396: const    -0.001109
vwretd    0.765964
SMB      -0.003043
HML      -0.001234
dtype: float64, 21397: const    -0.003060
vwretd    1.235139
SMB       0.000536
HML       0.003646
dtype: float64, 21398: const    -0.059315
vwretd    0.640670
SMB       0.015181
HML       0.020640
dtype: float64, 21399: const    -0.000118
vwretd    1.336942
SMB      -0.004360
HML      -0.002620
dtype: float64, 21400: const     0.000295
vwretd    0.707548
SMB      -0.007300
HML       0.000319
dtype: float64, 21401: const     0.058295
vwretd    0.438352
SMB      -0.057036
HML      -0.023270
dtype: float64, 21402: const    -0.006912
vwretd    0.286311
SMB      -0.001629
HML      -0.000847
dtype: float64, 21403: const     0.001194
vwretd    1.069449
SMB       0.009180
HML       0.004380
dtype: float64, 21404: const     0.004695
vwretd    1.075560
SMB       0.006108
HML       0.002822
dtype: float64, 21405: const     0.001979
vwretd    1.010867
SMB      -0.001975
HML       0.000103
dtype: float64, 21406: const    -0.002061
vwretd    1.213236
SMB      -0.008322
HML      -0.003732
dtype: float64, 21407: const    -0.006555
vwretd    0.430811
SMB      -0.003010
HML      -0.001337
dtype: float64, 21408: const     0.005150
vwretd    0.143467
SMB      -0.005800
HML      -0.002466
dtype: float64, 21409: const    -0.007408
vwretd    1.310475
SMB       0.005730
HML       0.006727
dtype: float64, 21410: const     0.001554
vwretd    0.878463
SMB      -0.005198
HML      -0.004317
dtype: float64, 21411: const    -0.002018
vwretd    0.171269
SMB      -0.040517
HML      -0.013697
dtype: float64, 21412: const    -0.046436
vwretd    1.850861
SMB       0.053341
HML       0.024942
dtype: float64, 21413: const    -0.023643
vwretd    1.269296
SMB      -0.003376
HML      -0.005910
dtype: float64, 21414: const     0.000756
vwretd    0.680013
SMB      -0.000618
HML      -0.000351
dtype: float64, 21415: const    -0.072995
vwretd   -0.491763
SMB       0.031273
HML      -0.001873
dtype: float64, 21416: const    -0.119564
vwretd    2.287263
SMB      -0.000568
HML       0.009836
dtype: float64, 21417: const    -0.069517
vwretd   -2.110760
SMB      -0.140829
HML       0.028510
dtype: float64, 21418: const     0.004520
vwretd    0.569016
SMB       0.002532
HML       0.006262
dtype: float64, 21420: const     0.003026
vwretd    0.536822
SMB       0.000604
HML       0.001486
dtype: float64, 21421: const     0.001440
vwretd    1.025319
SMB      -0.001261
HML      -0.000374
dtype: float64, 21422: const     0.002351
vwretd    0.016087
SMB       0.000002
HML      -0.000418
dtype: float64, 21423: const    -0.003432
vwretd    0.267462
SMB      -0.001599
HML      -0.000975
dtype: float64, 21424: const    -0.011703
vwretd    0.622581
SMB      -0.009534
HML      -0.001899
dtype: float64, 21425: const     0.002751
vwretd    0.905386
SMB       0.005461
HML      -0.003173
dtype: float64, 21426: const    -0.001394
vwretd    1.416268
SMB       0.010615
HML      -0.007155
dtype: float64, 21427: const    -0.051711
vwretd   -0.127375
SMB      -0.018218
HML      -0.022849
dtype: float64, 21428: const    -0.134989
vwretd    1.063955
SMB       0.091478
HML       0.006103
dtype: float64, 21429: const    -0.001635
vwretd    1.442385
SMB      -0.014131
HML      -0.006569
dtype: float64, 21430: const     0.097017
vwretd    2.978242
SMB      -0.025126
HML       0.001075
dtype: float64, 21431: const     0.009831
vwretd    2.064600
SMB       0.014055
HML      -0.009919
dtype: float64, 21434: const     0.003116
vwretd    0.999975
SMB       0.011370
HML       0.004078
dtype: float64, 21442: const     0.001312
vwretd    1.069164
SMB       0.019406
HML       0.009945
dtype: float64, 21443: const    -0.043098
vwretd    0.073329
SMB       0.013488
HML       0.012666
dtype: float64, 21450: const     0.005830
vwretd    0.989847
SMB      -0.005957
HML       0.000331
dtype: float64, 21451: const     0.039119
vwretd   -0.200671
SMB      -0.004195
HML       0.006752
dtype: float64, 21469: const    -0.007413
vwretd    1.320869
SMB       0.012072
HML       0.021111
dtype: float64, 21477: const    -0.002687
vwretd    0.698894
SMB       0.008292
HML       0.001333
dtype: float64, 21478: const    -0.002570
vwretd   -0.063807
SMB       0.010686
HML      -0.008455
dtype: float64, 21485: const    -0.002410
vwretd    1.343486
SMB       0.005249
HML       0.005390
dtype: float64, 21486: const     0.035504
vwretd    1.156694
SMB       0.016058
HML      -0.023111
dtype: float64, 21493: const    -0.001356
vwretd    0.711925
SMB       0.015365
HML       0.004800
dtype: float64, 21494: const     0.009511
vwretd    1.227585
SMB       0.007979
HML      -0.011768
dtype: float64, 21506: const    -0.001542
vwretd    1.286306
SMB       0.010942
HML       0.015742
dtype: float64, 21507: const    -0.061956
vwretd    0.146425
SMB       0.039108
HML      -0.016985
dtype: float64, 21512: const     0.024455
vwretd   -1.000496
SMB      -0.002677
HML      -0.013789
dtype: float64, 21513: const    -0.040380
vwretd    0.553207
SMB      -0.013660
HML      -0.013501
dtype: float64, 21514: const     0.003702
vwretd    0.810737
SMB      -0.000052
HML       0.002304
dtype: float64, 21516: const    -0.030181
vwretd    1.185004
SMB       0.015526
HML      -0.005004
dtype: float64, 21517: const    -0.020451
vwretd    1.175724
SMB      -0.016181
HML      -0.014058
dtype: float64, 21518: const     0.230626
vwretd    2.048744
SMB      -0.050766
HML      -0.042320
dtype: float64, 21519: const    -0.127584
vwretd    1.498677
SMB       0.044516
HML       0.006395
dtype: float64, 21520: const    -0.130164
vwretd   -2.364152
SMB       0.038180
HML       0.015019
dtype: float64, 21521: const     0.003212
vwretd    0.035746
SMB      -0.000207
HML      -0.000362
dtype: float64, 21522: const    -0.002075
vwretd    1.108948
SMB       0.005865
HML       0.005349
dtype: float64, 21523: const    -0.038322
vwretd    0.476748
SMB      -0.016813
HML      -0.017890
dtype: float64, 21524: const     0.004300
vwretd    0.055717
SMB      -0.000740
HML      -0.000353
dtype: float64, 21525: const     0.038841
vwretd    0.082003
SMB      -0.053209
HML      -0.032415
dtype: float64, 21526: const    -0.036039
vwretd    0.426104
SMB       0.033256
HML      -0.010763
dtype: float64, 21527: const     0.113080
vwretd    0.823555
SMB       0.015200
HML      -0.010446
dtype: float64, 21528: const    -0.058611
vwretd   -0.765714
SMB       0.048190
HML      -0.015134
dtype: float64, 21529: const    -0.049833
vwretd    0.248976
SMB       0.047684
HML       0.007638
dtype: float64, 21530: const    -0.004451
vwretd    1.256213
SMB       0.003728
HML       0.010673
dtype: float64, 21531: const     0.020372
vwretd    0.535960
SMB       0.000558
HML       0.018437
dtype: float64, 21532: const     0.003347
vwretd    0.016687
SMB       0.000129
HML       0.000017
dtype: float64, 21533: const    -0.057520
vwretd    0.656466
SMB       0.051401
HML       0.019162
dtype: float64, 21534: const    -0.149878
vwretd    0.700624
SMB       0.019532
HML       0.014680
dtype: float64, 21535: const     0.004655
vwretd    0.051489
SMB       0.000514
HML      -0.000835
dtype: float64, 21536: const    -0.032898
vwretd    0.369474
SMB       0.017112
HML       0.009229
dtype: float64, 21537: const     0.004332
vwretd    0.037105
SMB       0.001373
HML      -0.000385
dtype: float64, 21538: const    -0.152895
vwretd    1.184933
SMB       0.070576
HML       0.032752
dtype: float64, 21539: const    -0.146547
vwretd   -0.396551
SMB       0.015181
HML       0.008438
dtype: float64, 21540: const    -0.076131
vwretd   -0.598295
SMB       0.044055
HML       0.001479
dtype: float64, 21541: const    -0.033295
vwretd    1.056679
SMB       0.014247
HML       0.001709
dtype: float64, 21542: const     0.016825
vwretd    0.922995
SMB       0.007706
HML      -0.019667
dtype: float64, 21543: const    -0.014581
vwretd    0.087564
SMB       0.033597
HML      -0.010457
dtype: float64, 21544: const    -0.296615
vwretd   -2.997284
SMB      -0.097253
HML       0.038707
dtype: float64, 21545: const     0.007201
vwretd   -0.057535
SMB      -0.000132
HML      -0.001284
dtype: float64, 21546: const    -0.230687
vwretd    0.934572
SMB       0.011954
HML       0.014391
dtype: float64, 21547: const    -0.042097
vwretd    0.169160
SMB       0.044118
HML      -0.003450
dtype: float64, 21549: const     0.000258
vwretd    1.466416
SMB       0.004148
HML      -0.006749
dtype: float64, 21550: const     0.005199
vwretd    0.267204
SMB       0.003115
HML       0.003555
dtype: float64, 21551: const    -0.030157
vwretd    1.716801
SMB       0.034307
HML       0.030104
dtype: float64, 21552: const    -0.063039
vwretd    1.008293
SMB      -0.031810
HML      -0.003066
dtype: float64, 21553: const    -0.082699
vwretd    2.654103
SMB       0.079967
HML       0.019619
dtype: float64, 21554: const    -0.061119
vwretd    1.237770
SMB       0.023283
HML       0.012833
dtype: float64, 21555: const     0.015176
vwretd    0.692975
SMB      -0.000260
HML      -0.004708
dtype: float64, 21556: const    -0.000663
vwretd    1.982564
SMB       0.031899
HML       0.004635
dtype: float64, 21557: const     0.000879
vwretd    1.137668
SMB       0.001571
HML       0.002993
dtype: float64, 21558: const    -0.006583
vwretd    1.353841
SMB       0.010983
HML      -0.005273
dtype: float64, 21559: const     0.022102
vwretd    0.422843
SMB       0.015926
HML       0.002731
dtype: float64, 21560: const    -0.030088
vwretd    1.188928
SMB       0.032022
HML       0.000161
dtype: float64, 21561: const     0.002732
vwretd    0.024242
SMB      -0.001210
HML      -0.000406
dtype: float64, 21562: const    -0.045146
vwretd    2.304714
SMB      -0.016527
HML      -0.017281
dtype: float64, 21563: const    -0.011278
vwretd    0.231176
SMB       0.060637
HML       0.015633
dtype: float64, 21564: const    -0.070519
vwretd    0.484208
SMB       0.012424
HML       0.011849
dtype: float64, 21565: const    -0.000167
vwretd    1.103248
SMB       0.006183
HML      -0.001123
dtype: float64, 21566: const    -0.042209
vwretd   -0.281557
SMB       0.019488
HML      -0.000792
dtype: float64, 21567: const     0.003693
vwretd    0.018739
SMB      -0.000124
HML      -0.000148
dtype: float64, 21568: const     0.002097
vwretd    0.013716
SMB       0.001197
HML       0.000208
dtype: float64, 21569: const    -0.193559
vwretd   -2.380346
SMB      -0.003075
HML      -0.034851
dtype: float64, 21570: const    -0.017104
vwretd   -0.760923
SMB      -0.024549
HML      -0.011929
dtype: float64, 21571: const    -0.023289
vwretd    0.382678
SMB      -0.006682
HML      -0.016047
dtype: float64, 21572: const    -0.068109
vwretd    0.210719
SMB      -0.043726
HML      -0.003263
dtype: float64, 21573: const    -0.004333
vwretd    1.471228
SMB       0.006818
HML       0.011968
dtype: float64, 21575: const    -0.018026
vwretd    0.262630
SMB       0.002854
HML       0.002016
dtype: float64, 21576: const     0.012437
vwretd    1.392399
SMB       0.073763
HML       0.021375
dtype: float64, 21577: const    -0.040000
vwretd    1.107659
SMB       0.018245
HML      -0.017144
dtype: float64, 21578: const    -0.055495
vwretd    0.395410
SMB       0.019962
HML      -0.007184
dtype: float64, 21579: const     0.028374
vwretd    3.910485
SMB      -0.016678
HML      -0.006707
dtype: float64, 21580: const    -0.050874
vwretd    2.256273
SMB       0.028849
HML       0.010096
dtype: float64, 21581: const     0.006016
vwretd    1.157009
SMB      -0.001644
HML      -0.007180
dtype: float64, 21582: const     0.031357
vwretd   -0.412417
SMB       0.025161
HML      -0.015741
dtype: float64, 21583: const    -0.000534
vwretd    1.700903
SMB      -0.008598
HML      -0.002774
dtype: float64, 21584: const    -0.007661
vwretd    1.783761
SMB      -0.023947
HML      -0.011695
dtype: float64, 21585: const     0.004627
vwretd    0.014956
SMB       0.000166
HML      -0.000571
dtype: float64, 21586: const    -0.071178
vwretd    0.636496
SMB       0.026020
HML       0.007491
dtype: float64, 21587: const    -0.044106
vwretd    1.950668
SMB       0.005562
HML       0.008753
dtype: float64, 21588: const    -0.025490
vwretd    1.913174
SMB      -0.014285
HML      -0.016774
dtype: float64, 21589: const     0.033937
vwretd    1.055302
SMB       0.112535
HML       0.017227
dtype: float64, 21590: const     0.003960
vwretd    0.012925
SMB       0.000753
HML      -0.000169
dtype: float64, 21591: const     0.000642
vwretd    1.016146
SMB       0.006459
HML      -0.001486
dtype: float64, 21592: const    -0.010255
vwretd   -0.201325
SMB       0.007246
HML      -0.006739
dtype: float64, 21593: const    -0.037445
vwretd   -0.455014
SMB       0.051054
HML       0.015403
dtype: float64, 21594: const    -0.019489
vwretd    1.464255
SMB       0.002274
HML       0.010570
dtype: float64, 21595: const    -0.007220
vwretd   -0.361553
SMB       0.029858
HML      -0.004032
dtype: float64, 21596: const    -0.018619
vwretd    0.516214
SMB       0.026244
HML       0.016937
dtype: float64, 21597: const     0.012086
vwretd    0.670106
SMB      -0.002785
HML       0.000723
dtype: float64, 21598: const    -0.032491
vwretd    1.369622
SMB       0.013508
HML       0.007463
dtype: float64, 21599: const    -0.035811
vwretd    1.274749
SMB       0.078812
HML      -0.001251
dtype: float64, 21600: const     0.008055
vwretd    0.356367
SMB       0.022773
HML      -0.001826
dtype: float64, 21601: const    -0.104453
vwretd    1.925855
SMB       0.057222
HML       0.010179
dtype: float64, 21602: const     0.005852
vwretd    0.912197
SMB       0.008902
HML      -0.000304
dtype: float64, 21603: const      -1.366475
vwretd   -124.408819
SMB         1.825655
HML         1.101232
dtype: float64, 21604: const    -0.073476
vwretd    0.390063
SMB       0.072004
HML       0.003393
dtype: float64, 21605: const     0.010521
vwretd    0.306740
SMB       0.030059
HML       0.005297
dtype: float64, 21606: const    -0.015842
vwretd   -0.017630
SMB       0.036145
HML      -0.000091
dtype: float64, 21607: const    -0.012085
vwretd    0.448484
SMB       0.008692
HML       0.000317
dtype: float64, 21608: const    -0.037752
vwretd    1.743600
SMB      -0.020544
HML      -0.003583
dtype: float64, 21609: const     0.005479
vwretd    2.714579
SMB       0.005477
HML       0.005748
dtype: float64, 21610: const    -0.001339
vwretd    1.030438
SMB       0.016506
HML       0.005175
dtype: float64, 21611: const     0.004139
vwretd    0.687558
SMB       0.003865
HML       0.000218
dtype: float64, 21612: const     0.058804
vwretd    1.020423
SMB       0.021818
HML      -0.002901
dtype: float64, 21613: const    -0.040063
vwretd    0.341658
SMB       0.033142
HML       0.013538
dtype: float64, 21614: const    -0.008954
vwretd   -0.170630
SMB      -0.002423
HML      -0.013104
dtype: float64, 21615: const    -0.001328
vwretd    0.981033
SMB      -0.004639
HML       0.001256
dtype: float64, 21616: const    -0.011076
vwretd    1.321984
SMB       0.002411
HML      -0.003871
dtype: float64, 21617: const    -0.002298
vwretd    1.137204
SMB       0.019384
HML       0.006327
dtype: float64, 21618: const    -0.094205
vwretd    2.031632
SMB       0.044203
HML      -0.004204
dtype: float64, 21619: const     0.003010
vwretd    0.026574
SMB       0.000431
HML      -0.000201
dtype: float64, 21620: const    -0.002130
vwretd    1.165723
SMB      -0.001122
HML      -0.003471
dtype: float64, 21621: const    -0.004985
vwretd    0.220401
SMB      -0.001920
HML      -0.000279
dtype: float64, 21622: const    -0.005550
vwretd    0.509805
SMB      -0.011456
HML      -0.002503
dtype: float64, 21623: const    -0.005991
vwretd    1.341809
SMB       0.005896
HML      -0.004996
dtype: float64, 21624: const    -0.134201
vwretd    0.603673
SMB       0.107900
HML       0.026884
dtype: float64, 21625: const     0.003022
vwretd    0.003080
SMB      -0.000479
HML       0.000085
dtype: float64, 21626: const     0.055495
vwretd    2.355842
SMB       0.014970
HML      -0.006201
dtype: float64, 21627: const     0.012142
vwretd    1.341404
SMB      -0.000935
HML      -0.000465
dtype: float64, 21628: const     0.003652
vwretd    0.028487
SMB      -0.000415
HML      -0.000370
dtype: float64, 21629: const     0.005755
vwretd    0.616299
SMB       0.009629
HML       0.001446
dtype: float64, 21630: const     0.024097
vwretd    0.332302
SMB      -0.000693
HML      -0.003094
dtype: float64, 21631: const    -0.009452
vwretd    0.575419
SMB      -0.009938
HML      -0.000762
dtype: float64, 21633: const     0.005698
vwretd    0.662379
SMB      -0.001844
HML      -0.000060
dtype: float64, 21634: const    -0.084781
vwretd    2.615097
SMB      -0.003558
HML      -0.000741
dtype: float64, 21635: const    -0.012283
vwretd    0.421419
SMB      -0.001444
HML      -0.003163
dtype: float64, 21636: const    -0.007446
vwretd    0.344498
SMB      -0.002639
HML      -0.001520
dtype: float64, 21637: const    -0.138098
vwretd    2.178583
SMB       0.017348
HML      -0.000768
dtype: float64, 21638: const     0.014042
vwretd    0.647497
SMB       0.012491
HML       0.002620
dtype: float64, 21639: const    -0.003706
vwretd    0.269263
SMB      -0.003772
HML      -0.002691
dtype: float64, 21640: const    -0.011687
vwretd    0.283924
SMB      -0.001177
HML      -0.000240
dtype: float64, 21641: const    -0.143389
vwretd   -1.493008
SMB       0.033746
HML       0.027488
dtype: float64, 21642: const     0.007709
vwretd    0.389478
SMB      -0.000241
HML      -0.001103
dtype: float64, 21643: const     0.001201
vwretd    1.155476
SMB      -0.008056
HML      -0.001744
dtype: float64, 21644: const     0.002919
vwretd    0.037203
SMB      -0.000959
HML      -0.000107
dtype: float64, 21645: const     0.004328
vwretd    0.797355
SMB       0.007782
HML       0.002413
dtype: float64, 21646: const    -0.090359
vwretd    0.001341
SMB       0.015114
HML       0.022059
dtype: float64, 21647: const    -0.004259
vwretd    0.256987
SMB      -0.002460
HML      -0.001185
dtype: float64, 21648: const     0.022874
vwretd    0.213424
SMB       0.011651
HML      -0.008248
dtype: float64, 21649: const     0.000620
vwretd    0.977695
SMB      -0.002570
HML      -0.000504
dtype: float64, 21650: const    -0.000231
vwretd    0.932003
SMB      -0.002667
HML      -0.000100
dtype: float64, 21651: const     0.004186
vwretd    0.113723
SMB       0.000225
HML      -0.000038
dtype: float64, 21652: const    -0.005641
vwretd    1.086886
SMB      -0.004547
HML      -0.004504
dtype: float64, 21653: const    -0.001123
vwretd    0.929477
SMB       0.009386
HML       0.002984
dtype: float64, 21654: const    -0.029258
vwretd    0.005618
SMB      -0.116840
HML      -0.173587
dtype: float64, 21655: const     0.004864
vwretd    0.589354
SMB      -0.000878
HML      -0.000302
dtype: float64, 21656: const    -0.001381
vwretd    0.526894
SMB      -0.000161
HML       0.001145
dtype: float64, 21657: const     0.001900
vwretd    0.930123
SMB      -0.014354
HML      -0.000553
dtype: float64, 21658: const     0.002630
vwretd    1.015728
SMB      -0.000946
HML      -0.000397
dtype: float64, 21659: const    -0.028714
vwretd    1.007718
SMB       0.019163
HML      -0.003603
dtype: float64, 21660: const     0.001391
vwretd    0.918921
SMB      -0.000215
HML       0.001463
dtype: float64, 21661: const     0.002537
vwretd    0.474096
SMB       0.006483
HML       0.011319
dtype: float64, 21662: const     0.005733
vwretd    0.580406
SMB       0.004636
HML      -0.003453
dtype: float64, 21663: const    -0.076605
vwretd    0.998325
SMB      -0.007016
HML       0.012699
dtype: float64, 21664: const    -0.003301
vwretd   -0.071677
SMB       0.032216
HML       0.006836
dtype: float64, 21665: const     0.002940
vwretd    0.023031
SMB       0.000169
HML       0.000312
dtype: float64, 21666: const     0.000812
vwretd    0.899483
SMB      -0.000903
HML      -0.000159
dtype: float64, 21667: const     0.000734
vwretd    0.939820
SMB      -0.000785
HML      -0.000194
dtype: float64, 21668: const     0.008543
vwretd    0.588904
SMB       0.000408
HML      -0.001594
dtype: float64, 21669: const     0.007326
vwretd    0.449215
SMB       0.000424
HML      -0.001598
dtype: float64, 21670: const     0.001440
vwretd    0.473506
SMB      -0.000624
HML      -0.000858
dtype: float64, 21671: const     0.003714
vwretd    0.032645
SMB      -0.000499
HML      -0.000491
dtype: float64, 21672: const    -0.009900
vwretd    0.205634
SMB       0.000971
HML       0.000352
dtype: float64, 21673: const    -0.009376
vwretd    0.501079
SMB      -0.002377
HML       0.000438
dtype: float64, 21674: const    -0.003388
vwretd    0.984191
SMB      -0.006058
HML      -0.000476
dtype: float64, 21675: const    -0.003418
vwretd    0.393978
SMB       0.002326
HML       0.001152
dtype: float64, 21676: const     0.009663
vwretd    2.884858
SMB      -0.012283
HML      -0.018806
dtype: float64, 21677: const    -0.013008
vwretd    0.572213
SMB       0.003670
HML       0.001317
dtype: float64, 21678: const    -0.008504
vwretd    0.711347
SMB      -0.000700
HML       0.000159
dtype: float64, 21679: const     0.018167
vwretd    1.542070
SMB       0.004378
HML      -0.003411
dtype: float64, 21680: const     0.000071
vwretd    1.531395
SMB       0.008954
HML       0.005680
dtype: float64, 21681: const    -0.002488
vwretd    0.725614
SMB      -0.003545
HML       0.002790
dtype: float64, 21682: const     0.003977
vwretd    0.460843
SMB      -0.003716
HML      -0.001750
dtype: float64, 21683: const    -0.110866
vwretd    0.552240
SMB       0.061113
HML       0.030585
dtype: float64, 21684: const    -0.124919
vwretd    0.167516
SMB       0.039423
HML       0.025821
dtype: float64, 21685: const     0.054227
vwretd    1.371404
SMB       0.008053
HML       0.001516
dtype: float64, 21686: const    -0.008868
vwretd    0.461018
SMB       0.048580
HML      -0.012588
dtype: float64, 21687: const    -0.004502
vwretd   -0.074235
SMB       0.008363
HML       0.002510
dtype: float64, 21688: const    -0.004371
vwretd    1.338810
SMB       0.003204
HML      -0.001671
dtype: float64, 21689: const     0.006937
vwretd    1.461944
SMB       0.006462
HML       0.000895
dtype: float64, 21690: const    -0.014285
vwretd    1.339625
SMB       0.017369
HML       0.009839
dtype: float64, 21691: const    -0.055858
vwretd    1.100163
SMB       0.047171
HML       0.016886
dtype: float64, 21692: const     0.085523
vwretd    2.233285
SMB       0.026972
HML      -0.018381
dtype: float64, 21693: const    -0.031989
vwretd    1.078602
SMB       0.019586
HML       0.012992
dtype: float64, 21694: const     0.036092
vwretd    0.559188
SMB      -0.012224
HML      -0.013300
dtype: float64, 21695: const     0.041680
vwretd   -2.607955
SMB       0.038620
HML      -0.016556
dtype: float64, 21696: const     0.001742
vwretd    0.840194
SMB       0.001151
HML       0.000011
dtype: float64, 21697: const    -0.006619
vwretd    2.615405
SMB       0.036328
HML       0.006188
dtype: float64, 21698: const     0.088504
vwretd    1.748185
SMB      -0.086346
HML      -0.028760
dtype: float64, 21699: const    -0.003934
vwretd   -0.000092
SMB      -0.002641
HML       0.001848
dtype: float64, 21700: const     0.004478
vwretd    0.030146
SMB      -0.001874
HML      -0.000661
dtype: float64, 21701: const    -0.035291
vwretd   -0.396742
SMB       0.002683
HML      -0.009165
dtype: float64, 21702: const    -0.076326
vwretd    2.205720
SMB       0.055441
HML      -0.002489
dtype: float64, 21703: const    -0.005583
vwretd    0.409556
SMB      -0.005052
HML      -0.000641
dtype: float64, 21704: const     0.004465
vwretd   -0.009795
SMB      -0.000274
HML      -0.000182
dtype: float64, 21705: const    -0.033006
vwretd    0.150694
SMB      -0.020908
HML      -0.018254
dtype: float64, 21706: const     0.004390
vwretd    0.030014
SMB      -0.000613
HML      -0.000235
dtype: float64, 21707: const     0.004820
vwretd    1.886346
SMB       0.032887
HML       0.000252
dtype: float64, 21708: const    -0.001263
vwretd    0.172261
SMB      -0.000604
HML      -0.000634
dtype: float64, 21709: const     0.001818
vwretd    1.291238
SMB      -0.002098
HML       0.002106
dtype: float64, 21711: const     0.003779
vwretd    0.017468
SMB      -0.000136
HML      -0.000180
dtype: float64, 21712: const     0.093909
vwretd    3.067158
SMB      -0.078364
HML      -0.037365
dtype: float64, 21713: const    -0.000608
vwretd    0.196482
SMB       0.026954
HML      -0.016358
dtype: float64, 21714: const    -0.154327
vwretd    1.508507
SMB       0.043666
HML       0.007078
dtype: float64, 21715: const    -0.008980
vwretd   -0.115053
SMB       0.010145
HML       0.002364
dtype: float64, 21716: const    -0.007572
vwretd    0.587174
SMB       0.000525
HML       0.004849
dtype: float64, 21717: const     0.005919
vwretd    0.400816
SMB       0.004378
HML      -0.000500
dtype: float64, 21718: const     0.034205
vwretd    0.351575
SMB       0.025063
HML      -0.013734
dtype: float64, 21719: const     3.679705e-03
vwretd    1.179852e-02
SMB      -6.285308e-07
HML      -4.685576e-05
dtype: float64, 21720: const    -0.062218
vwretd    1.846016
SMB       0.037332
HML       0.016854
dtype: float64, 21721: const     0.027501
vwretd    0.756706
SMB       0.007591
HML      -0.014164
dtype: float64, 21722: const     0.001535
vwretd    2.251618
SMB      -0.000505
HML      -0.018604
dtype: float64, 21723: const    -0.022986
vwretd    1.236605
SMB       0.012126
HML       0.000804
dtype: float64, 21724: const    -0.070307
vwretd    2.191516
SMB       0.072353
HML      -0.014512
dtype: float64, 21725: const     0.003059
vwretd    1.527556
SMB       0.013208
HML      -0.002179
dtype: float64, 21726: const     0.002497
vwretd    1.057490
SMB       0.008304
HML       0.009512
dtype: float64, 21727: const     0.004290
vwretd    1.736738
SMB       0.014898
HML      -0.003786
dtype: float64, 21728: const    -0.008033
vwretd    0.275679
SMB      -0.000310
HML      -0.000898
dtype: float64, 21729: const    -0.003013
vwretd   -0.499722
SMB       0.038196
HML       0.022151
dtype: float64, 21730: const    -0.025039
vwretd    1.429284
SMB       0.022073
HML      -0.012696
dtype: float64, 21731: const     0.137207
vwretd    2.647694
SMB      -0.083046
HML      -0.014383
dtype: float64, 21732: const     0.034698
vwretd   -2.691311
SMB       0.017820
HML      -0.024341
dtype: float64, 21733: const     0.006428
vwretd    1.058957
SMB       0.012849
HML       0.004968
dtype: float64, 21734: const     0.018634
vwretd    0.814027
SMB       0.000701
HML      -0.001769
dtype: float64, 21735: const    -0.011608
vwretd    0.300387
SMB       0.056301
HML       0.003066
dtype: float64, 21736: const     0.138166
vwretd   -1.430969
SMB       0.368406
HML       0.111891
dtype: float64, 21737: const    -0.021553
vwretd    0.683615
SMB      -0.005909
HML      -0.012883
dtype: float64, 21738: const    -0.006860
vwretd    1.142606
SMB       0.006921
HML       0.002571
dtype: float64, 21739: const     0.007532
vwretd    0.034284
SMB      -0.002941
HML      -0.000787
dtype: float64, 21740: const     0.001816
vwretd    0.020412
SMB       0.000542
HML       0.000005
dtype: float64, 21741: const    -0.015030
vwretd    1.247535
SMB       0.015569
HML       0.013315
dtype: float64, 21742: const     0.008549
vwretd    0.715071
SMB       0.000990
HML       0.003655
dtype: float64, 21743: const    -0.170611
vwretd   -0.232528
SMB       0.052144
HML       0.020550
dtype: float64, 21744: const     0.022348
vwretd   -0.353370
SMB      -0.007956
HML      -0.006220
dtype: float64, 21745: const     0.013235
vwretd    0.282920
SMB       0.028984
HML      -0.008309
dtype: float64, 21746: const     0.038243
vwretd    0.459433
SMB       0.006809
HML      -0.001201
dtype: float64, 21747: const     0.118235
vwretd    0.996684
SMB       0.083167
HML       0.009117
dtype: float64, 21748: const    -0.091526
vwretd    1.094061
SMB       0.006824
HML      -0.003784
dtype: float64, 21749: const    -0.086534
vwretd    1.270491
SMB       0.036897
HML       0.006112
dtype: float64, 21750: const     0.083925
vwretd    0.518309
SMB       0.018904
HML      -0.046384
dtype: float64, 21751: const     0.004364
vwretd    0.027806
SMB      -0.000427
HML      -0.000184
dtype: float64, 21752: const     0.005237
vwretd    0.002889
SMB      -0.000329
HML      -0.000161
dtype: float64, 21753: const     0.003293
vwretd    0.120856
SMB      -0.003736
HML      -0.002099
dtype: float64, 21754: const     0.002423
vwretd    1.743161
SMB       0.025458
HML      -0.000705
dtype: float64, 21755: const     0.003008
vwretd    0.013300
SMB       0.001656
HML       0.000009
dtype: float64, 21756: const    -0.053369
vwretd    0.519289
SMB      -0.057466
HML      -0.023501
dtype: float64, 21757: const    -0.175404
vwretd    1.089959
SMB       0.005443
HML       0.005137
dtype: float64, 21758: const    -0.021349
vwretd   -0.901531
SMB      -0.011043
HML       0.007718
dtype: float64, 21759: const    -0.064140
vwretd   -1.919256
SMB       0.033377
HML       0.030532
dtype: float64, 21760: const    -0.031525
vwretd   -0.534299
SMB      -0.014809
HML      -0.022488
dtype: float64, 21761: const    -0.131217
vwretd    0.610126
SMB       0.029404
HML       0.000485
dtype: float64, 21762: const     0.013635
vwretd    0.226449
SMB       0.026067
HML       0.011150
dtype: float64, 21763: const    -0.054295
vwretd    1.391140
SMB       0.055329
HML      -0.024260
dtype: float64, 21764: const     0.021117
vwretd    1.601231
SMB      -0.002811
HML       0.009263
dtype: float64, 21765: const     0.003341
vwretd    0.016404
SMB      -0.001817
HML      -0.000621
dtype: float64, 21766: const     0.004012
vwretd    0.027794
SMB      -0.000202
HML      -0.000056
dtype: float64, 21767: const    -0.070971
vwretd    1.362996
SMB       0.076037
HML       0.021360
dtype: float64, 21768: const     0.002981
vwretd    1.105764
SMB      -0.005993
HML       0.003388
dtype: float64, 21769: const     0.031631
vwretd   -2.047914
SMB       0.010055
HML      -0.050651
dtype: float64, 21770: const    -0.013780
vwretd    1.627883
SMB       0.004679
HML      -0.003869
dtype: float64, 21771: const    -0.128371
vwretd    0.183532
SMB       0.027551
HML       0.000054
dtype: float64, 21772: const     0.002227
vwretd   -0.009669
SMB      -0.000098
HML      -0.000232
dtype: float64, 21773: const    -0.008541
vwretd    0.830071
SMB      -0.000603
HML       0.002467
dtype: float64, 21774: const     0.017822
vwretd    0.137500
SMB       0.000894
HML      -0.003955
dtype: float64, 21775: const     0.005881
vwretd    0.112203
SMB       0.003261
HML      -0.003883
dtype: float64, 21776: const     0.003174
vwretd    0.525151
SMB      -0.002485
HML       0.004127
dtype: float64, 21777: const    -0.010697
vwretd   -0.966465
SMB       0.066220
HML      -0.030201
dtype: float64, 21778: const    -0.061578
vwretd    0.902833
SMB       0.033202
HML       0.008770
dtype: float64, 21779: const    -0.123183
vwretd    0.986259
SMB      -0.000285
HML      -0.004614
dtype: float64, 21780: const    -0.067272
vwretd    1.261754
SMB       0.011275
HML       0.007426
dtype: float64, 21781: const    -0.000216
vwretd    0.499069
SMB      -0.000463
HML      -0.002090
dtype: float64, 21782: const     0.000837
vwretd    1.219299
SMB       0.024068
HML      -0.006731
dtype: float64, 21783: const    -0.110068
vwretd    0.488261
SMB       0.076272
HML       0.026471
dtype: float64, 21784: const    -0.008720
vwretd    1.484853
SMB       0.016281
HML      -0.001901
dtype: float64, 21785: const     0.000457
vwretd    0.973875
SMB       0.008115
HML       0.004712
dtype: float64, 21786: const    -0.055438
vwretd    0.700976
SMB       0.023790
HML      -0.010751
dtype: float64, 21787: const    -0.006213
vwretd    1.387506
SMB      -0.019450
HML      -0.019853
dtype: float64, 21788: const    -0.091340
vwretd    1.590599
SMB       0.013184
HML       0.003740
dtype: float64, 21789: const    -0.031663
vwretd   -0.192266
SMB       0.005560
HML       0.002526
dtype: float64, 21790: const    -0.082082
vwretd    0.839305
SMB       0.138658
HML       0.028927
dtype: float64, 21791: const    -0.004241
vwretd    0.522121
SMB       0.005880
HML      -0.022302
dtype: float64, 21792: const     0.002743
vwretd    0.725216
SMB      -0.002635
HML       0.003394
dtype: float64, 21793: const     0.011554
vwretd    0.589158
SMB       0.001500
HML       0.012163
dtype: float64, 21794: const    -0.240777
vwretd    0.683444
SMB       0.007178
HML       0.002272
dtype: float64, 21795: const     0.002937
vwretd    0.040910
SMB       0.000848
HML       0.000270
dtype: float64, 21796: const     0.002700
vwretd    1.129856
SMB      -0.005730
HML      -0.000447
dtype: float64, 21797: const     0.000412
vwretd    0.013495
SMB      -0.000287
HML       0.000038
dtype: float64, 21798: const     0.000811
vwretd    0.987734
SMB      -0.001510
HML       0.000662
dtype: float64, 21799: const    -0.029888
vwretd    1.122550
SMB       0.093699
HML       0.020732
dtype: float64, 21800: const     0.002503
vwretd    0.830149
SMB       0.008718
HML       0.005572
dtype: float64, 21801: const     0.001840
vwretd    0.768463
SMB       0.000988
HML      -0.002119
dtype: float64, 21802: const    -0.004546
vwretd    0.322814
SMB      -0.002948
HML      -0.001448
dtype: float64, 21803: const     0.002222
vwretd    0.490936
SMB       0.001347
HML      -0.001947
dtype: float64, 21804: const     0.000771
vwretd    0.927001
SMB      -0.000396
HML       0.000872
dtype: float64, 21805: const     0.011491
vwretd    1.130402
SMB       0.007811
HML       0.003485
dtype: float64, 21806: const     0.006461
vwretd    1.396369
SMB       0.008490
HML       0.005334
dtype: float64, 21807: const    -0.042456
vwretd   -0.141139
SMB       0.036414
HML      -0.000204
dtype: float64, 21808: const    -0.005674
vwretd    0.175959
SMB      -0.001755
HML      -0.000944
dtype: float64, 21809: const    -0.024024
vwretd    1.914151
SMB      -0.001328
HML       0.008885
dtype: float64, 21810: const     0.032274
vwretd    0.630945
SMB      -0.040003
HML      -0.004710
dtype: float64, 21811: const    -0.007144
vwretd    1.321759
SMB       0.008541
HML      -0.004682
dtype: float64, 21812: const     0.006808
vwretd    0.926832
SMB      -0.000930
HML       0.001641
dtype: float64, 21813: const    -0.003519
vwretd    1.058814
SMB       0.011019
HML       0.002506
dtype: float64, 21814: const    -0.001909
vwretd    0.968171
SMB       0.006806
HML       0.002882
dtype: float64, 21815: const    -0.002352
vwretd    1.210673
SMB      -0.003080
HML      -0.003346
dtype: float64, 21816: const    -0.016247
vwretd    0.994907
SMB      -0.021586
HML      -0.007295
dtype: float64, 21817: const     0.005679
vwretd    1.472977
SMB      -0.014557
HML       0.003678
dtype: float64, 21818: const     0.021718
vwretd    1.295976
SMB      -0.000055
HML      -0.004236
dtype: float64, 21819: const     0.005953
vwretd    0.897664
SMB      -0.001200
HML       0.000016
dtype: float64, 21820: const     0.003968
vwretd    0.022539
SMB      -0.000792
HML      -0.000081
dtype: float64, 21821: const     0.002729
vwretd    0.705206
SMB      -0.001183
HML       0.002545
dtype: float64, 21822: const     0.004886
vwretd    0.027147
SMB      -0.000346
HML      -0.000536
dtype: float64, 21823: const     0.004777
vwretd   -0.001075
SMB      -0.000473
HML      -0.000418
dtype: float64, 21824: const     0.004932
vwretd    0.039326
SMB      -0.000759
HML      -0.000235
dtype: float64, 21825: const     0.003949
vwretd    0.024972
SMB      -0.000643
HML      -0.000194
dtype: float64, 21826: const    -0.229138
vwretd    1.422346
SMB       0.049503
HML       0.007937
dtype: float64, 21827: const    -0.015379
vwretd    0.688202
SMB       0.002069
HML      -0.012278
dtype: float64, 21828: const    -0.108182
vwretd   -0.096151
SMB      -0.029504
HML       0.002500
dtype: float64, 21829: const    -0.086451
vwretd    1.323605
SMB       0.006969
HML      -0.024742
dtype: float64, 21830: const    -0.003836
vwretd    1.224581
SMB       0.002667
HML      -0.011015
dtype: float64, 21831: const    -0.096040
vwretd    0.849952
SMB       0.083121
HML       0.020608
dtype: float64, 21832: const    -0.043154
vwretd    1.245286
SMB       0.000166
HML       0.000257
dtype: float64, 21833: const     0.003761
vwretd    0.032243
SMB      -0.000517
HML      -0.000356
dtype: float64, 21834: const    -0.031251
vwretd    0.784623
SMB       0.036229
HML       0.008121
dtype: float64, 21835: const     0.026377
vwretd   -0.719815
SMB      -0.026633
HML      -0.011904
dtype: float64, 21836: const    -0.093098
vwretd   -0.578460
SMB      -0.011539
HML      -0.014713
dtype: float64, 21837: const    -0.128652
vwretd    1.571731
SMB      -0.001039
HML      -0.021682
dtype: float64, 21838: const    -0.039174
vwretd    0.502216
SMB       0.023133
HML       0.010955
dtype: float64, 21839: const     0.001653
vwretd   -0.005562
SMB       0.001293
HML       0.000534
dtype: float64, 21840: const     0.003212
vwretd   -0.010218
SMB      -0.000501
HML      -0.000252
dtype: float64, 21841: const    -0.080225
vwretd    1.322297
SMB       0.010554
HML       0.005969
dtype: float64, 21842: const    -0.029354
vwretd    0.708959
SMB       0.019772
HML       0.003473
dtype: float64, 21843: const    -0.026193
vwretd    1.089714
SMB      -0.022796
HML      -0.008554
dtype: float64, 21844: const     0.022634
vwretd    2.251126
SMB      -0.039193
HML      -0.012132
dtype: float64, 21845: const     0.003782
vwretd    0.020860
SMB      -0.000565
HML       0.000093
dtype: float64, 21846: const     0.003556
vwretd    0.013903
SMB      -0.000595
HML      -0.000288
dtype: float64, 21848: const    -0.034761
vwretd    1.623422
SMB       0.007979
HML       0.000649
dtype: float64, 21849: const    -0.002060
vwretd    2.821444
SMB      -0.007541
HML       0.014031
dtype: float64, 21850: const     0.009325
vwretd    0.146626
SMB      -0.000496
HML      -0.001006
dtype: float64, 21851: const     0.002045
vwretd   -0.060676
SMB       0.000717
HML      -0.000153
dtype: float64, 21852: const     0.003001
vwretd    0.036638
SMB       0.000292
HML      -0.000035
dtype: float64, 21853: const    -0.020205
vwretd    0.026338
SMB       0.003505
HML      -0.005070
dtype: float64, 21854: const     0.004162
vwretd    0.039321
SMB       0.001296
HML      -0.000054
dtype: float64, 21855: const     0.004742
vwretd    0.018040
SMB      -0.000613
HML      -0.000505
dtype: float64, 21856: const    -0.001050
vwretd    1.044101
SMB      -0.000618
HML       0.007897
dtype: float64, 21857: const    -0.001661
vwretd    0.829456
SMB       0.013940
HML       0.001314
dtype: float64, 21858: const     0.002417
vwretd    0.010847
SMB       0.000048
HML       0.000130
dtype: float64, 21859: const     0.004040
vwretd    0.039781
SMB      -0.000973
HML       0.000329
dtype: float64, 21860: const    -0.063541
vwretd    0.922754
SMB      -0.088747
HML      -0.037772
dtype: float64, 21861: const     0.008265
vwretd   -0.160026
SMB      -0.009932
HML       0.003372
dtype: float64, 21862: const    -0.075432
vwretd    1.664338
SMB      -0.120315
HML      -0.023143
dtype: float64, 21863: const    -0.057083
vwretd    0.397539
SMB      -0.006071
HML      -0.005989
dtype: float64, 21864: const    -0.009789
vwretd    1.362133
SMB       0.010326
HML       0.007708
dtype: float64, 21866: const     0.085348
vwretd    2.451750
SMB       0.048511
HML       0.005757
dtype: float64, 21867: const     0.040140
vwretd    0.813166
SMB       0.018434
HML       0.007814
dtype: float64, 21868: const    -0.000452
vwretd    0.514766
SMB      -0.000411
HML      -0.004002
dtype: float64, 21869: const    -0.005294
vwretd    0.352243
SMB      -0.002840
HML      -0.002424
dtype: float64, 21870: const    -0.002269
vwretd    0.867311
SMB       0.001634
HML      -0.005456
dtype: float64, 21871: const     0.012282
vwretd   -0.006173
SMB       0.006650
HML       0.000220
dtype: float64, 21872: const    -0.003931
vwretd    1.118806
SMB       0.008450
HML       0.005929
dtype: float64, 21873: const     0.004754
vwretd   -0.038148
SMB       0.009138
HML       0.000497
dtype: float64, 21874: const    -0.019904
vwretd    0.634372
SMB      -0.006982
HML      -0.006589
dtype: float64, 21875: const    -0.003659
vwretd    0.378416
SMB      -0.012606
HML      -0.009420
dtype: float64, 21876: const     0.003222
vwretd    0.012824
SMB      -0.001273
HML      -0.000237
dtype: float64, 21877: const     0.002730
vwretd    0.030078
SMB       0.000981
HML       0.000447
dtype: float64, 21878: const    -0.018870
vwretd    1.177371
SMB      -0.005419
HML      -0.009178
dtype: float64, 21879: const    -0.062430
vwretd    1.097199
SMB       0.058366
HML      -0.015551
dtype: float64, 21880: const    -0.033021
vwretd    0.190685
SMB       0.018322
HML       0.002439
dtype: float64, 21881: const    -0.001674
vwretd   -0.427412
SMB       0.034909
HML      -0.013144
dtype: float64, 21882: const     0.037568
vwretd    0.141577
SMB      -0.006717
HML      -0.002622
dtype: float64, 21883: const     0.004273
vwretd    0.015303
SMB      -0.002439
HML      -0.000829
dtype: float64, 21884: const     0.003660
vwretd   -0.017925
SMB      -0.000217
HML      -0.000326
dtype: float64, 21885: const    -0.183040
vwretd   -0.448922
SMB       0.044827
HML       0.029312
dtype: float64, 21886: const    -0.057814
vwretd    0.495590
SMB       0.041051
HML       0.005310
dtype: float64, 21887: const    -0.126380
vwretd   -0.098787
SMB      -0.009388
HML      -0.025689
dtype: float64, 21888: const     0.002091
vwretd    0.011020
SMB       0.000153
HML       0.000460
dtype: float64, 21889: const    -0.251543
vwretd    0.901784
SMB       0.022227
HML      -0.008805
dtype: float64, 21890: const    -0.027742
vwretd    1.800566
SMB       0.022941
HML       0.000248
dtype: float64, 21891: const    -0.062540
vwretd    0.101093
SMB       0.059113
HML       0.001848
dtype: float64, 21892: const     0.016548
vwretd    0.614715
SMB       0.026117
HML       0.012732
dtype: float64, 21893: const    -0.052531
vwretd    0.832212
SMB      -0.003127
HML      -0.003003
dtype: float64, 21894: const     0.007435
vwretd    0.951696
SMB       0.042214
HML       0.021511
dtype: float64, 21895: const    -0.011993
vwretd    0.528955
SMB      -0.013356
HML      -0.000546
dtype: float64, 21896: const    -0.001211
vwretd    1.380930
SMB       0.077946
HML       0.020016
dtype: float64, 21897: const    -0.039461
vwretd    0.467789
SMB       0.073339
HML       0.010617
dtype: float64, 21898: const     0.032386
vwretd    0.721075
SMB      -0.022944
HML      -0.016775
dtype: float64, 21899: const     0.000937
vwretd    0.541810
SMB       0.007547
HML       0.006778
dtype: float64, 21900: const     0.023100
vwretd    2.095446
SMB      -0.004032
HML       0.041768
dtype: float64, 21901: const    -0.007803
vwretd    1.381373
SMB       0.009526
HML      -0.005312
dtype: float64, 21902: const    -0.000069
vwretd    3.477289
SMB      -0.041020
HML      -0.028352
dtype: float64, 21903: const     0.026251
vwretd    2.499196
SMB       0.028827
HML       0.026812
dtype: float64, 21904: const    -0.060207
vwretd    0.411357
SMB       0.031855
HML       0.019586
dtype: float64, 21905: const    -0.039932
vwretd    1.907803
SMB      -0.001179
HML      -0.003970
dtype: float64, 21906: const     0.011378
vwretd    0.686851
SMB       0.021625
HML       0.014032
dtype: float64, 21907: const    -0.116040
vwretd   -1.691200
SMB       0.061908
HML       0.008852
dtype: float64, 21908: const     0.003486
vwretd    0.052497
SMB      -0.001022
HML      -0.000497
dtype: float64, 21909: const     0.002351
vwretd    0.018011
SMB      -0.001922
HML       0.000015
dtype: float64, 21910: const     0.003722
vwretd    0.010092
SMB      -0.000299
HML      -0.000058
dtype: float64, 21911: const     0.004933
vwretd    0.036776
SMB      -0.001105
HML      -0.000414
dtype: float64, 21912: const    -0.110160
vwretd   -0.263914
SMB       0.004286
HML      -0.021931
dtype: float64, 21913: const     0.003373
vwretd    2.700387
SMB      -0.141835
HML      -0.047939
dtype: float64, 21914: const     0.005367
vwretd    0.032558
SMB      -0.002058
HML      -0.000593
dtype: float64, 21915: const     0.001683
vwretd    0.035002
SMB       0.000005
HML       0.000135
dtype: float64, 21916: const    -0.024774
vwretd    1.521032
SMB       0.133755
HML       0.013873
dtype: float64, 21917: const     0.002623
vwretd    0.533745
SMB      -0.009338
HML      -0.003783
dtype: float64, 21918: const     0.000877
vwretd    0.672001
SMB      -0.002412
HML      -0.000075
dtype: float64, 21919: const     0.005623
vwretd    0.485024
SMB      -0.012872
HML      -0.003726
dtype: float64, 21920: const    -0.163726
vwretd    0.795726
SMB       0.024476
HML       0.003959
dtype: float64, 21921: const     0.002074
vwretd    0.034145
SMB      -0.001169
HML      -0.000759
dtype: float64, 21922: const     0.021591
vwretd    1.569465
SMB       0.019910
HML      -0.001035
dtype: float64, 21923: const    -0.086229
vwretd    1.690778
SMB       0.071025
HML       0.043121
dtype: float64, 21924: const     0.005518
vwretd    0.066098
SMB       0.005859
HML       0.002969
dtype: float64, 21925: const     0.002885
vwretd    0.032162
SMB      -0.001475
HML      -0.000632
dtype: float64, 21926: const     0.085998
vwretd    0.851935
SMB       0.056652
HML       0.016602
dtype: float64, 21927: const    -0.043435
vwretd    3.416275
SMB      -0.063240
HML      -0.018342
dtype: float64, 21928: const     0.003613
vwretd    0.545304
SMB      -0.002016
HML       0.002878
dtype: float64, 21929: const     0.020671
vwretd    2.262133
SMB       0.053821
HML       0.052220
dtype: float64, 21930: const    -0.059178
vwretd   -1.165615
SMB       0.100198
HML      -0.012156
dtype: float64, 21931: const    -0.203997
vwretd    0.653476
SMB       0.023084
HML       0.005367
dtype: float64, 21932: const     0.003829
vwretd   -0.005718
SMB      -0.001311
HML      -0.000743
dtype: float64, 21933: const    -0.119236
vwretd    1.155847
SMB       0.061223
HML       0.031965
dtype: float64, 21934: const     0.002177
vwretd    0.013077
SMB       0.001629
HML       0.000670
dtype: float64, 21935: const    -0.059909
vwretd    1.319222
SMB      -0.000401
HML       0.005167
dtype: float64, 21936: const     0.006040
vwretd    0.970882
SMB      -0.005150
HML      -0.001668
dtype: float64, 21937: const    -0.035336
vwretd   -0.513065
SMB       0.018330
HML      -0.005246
dtype: float64, 21938: const    -0.276810
vwretd   -0.138536
SMB       0.067904
HML       0.014992
dtype: float64, 21939: const    -0.017259
vwretd    0.031063
SMB       0.022836
HML      -0.020780
dtype: float64, 21940: const    -0.089804
vwretd    0.549053
SMB       0.029388
HML      -0.009449
dtype: float64, 21941: const    -0.135376
vwretd    1.373888
SMB      -0.108410
HML      -0.017036
dtype: float64, 21942: const     0.007752
vwretd    2.326737
SMB       0.051645
HML      -0.000646
dtype: float64, 21943: const     0.003089
vwretd    0.040373
SMB      -0.001455
HML      -0.000749
dtype: float64, 21944: const    -0.001032
vwretd    0.695061
SMB       0.023318
HML       0.000831
dtype: float64, 21945: const     0.000683
vwretd    1.182207
SMB       0.009838
HML       0.009675
dtype: float64, 21946: const    -0.002428
vwretd    0.059058
SMB      -0.000387
HML      -0.000116
dtype: float64, 21947: const    -0.276514
vwretd    1.452050
SMB       0.020734
HML       0.016469
dtype: float64, 21948: const     0.005971
vwretd    0.035297
SMB      -0.000817
HML      -0.000521
dtype: float64, 21949: const    -0.002534
vwretd    1.540185
SMB      -0.100110
HML      -0.040612
dtype: float64, 21950: const    -0.004913
vwretd    1.313516
SMB       0.039585
HML      -0.001028
dtype: float64, 21951: const    -0.097912
vwretd   -1.039442
SMB       0.087433
HML       0.024462
dtype: float64, 21952: const    -0.010053
vwretd    1.732974
SMB       0.008164
HML      -0.004910
dtype: float64, 21954: const     0.004475
vwretd    0.046281
SMB      -0.001384
HML      -0.000898
dtype: float64, 21955: const    -0.063071
vwretd   -0.216029
SMB       0.020107
HML       0.009350
dtype: float64, 21956: const     0.033490
vwretd    1.087373
SMB      -0.011156
HML      -0.010055
dtype: float64, 21957: const     0.017002
vwretd    0.427629
SMB       0.035831
HML       0.014936
dtype: float64, 21958: const    -0.034581
vwretd   -0.306499
SMB       0.042661
HML       0.013103
dtype: float64, 21959: const     0.070374
vwretd    0.237157
SMB       0.056751
HML       0.024058
dtype: float64, 21960: const    -0.004085
vwretd    1.038290
SMB       0.001732
HML       0.004293
dtype: float64, 21961: const    -0.033585
vwretd    0.352572
SMB       0.008996
HML      -0.004351
dtype: float64, 21962: const     0.001307
vwretd   -0.479759
SMB      -0.003012
HML      -0.003026
dtype: float64, 21963: const     0.002647
vwretd    0.015915
SMB      -0.000381
HML      -0.000202
dtype: float64, 21964: const     0.018975
vwretd    2.191270
SMB       0.004632
HML      -0.012689
dtype: float64, 21965: const    -0.175006
vwretd    0.706699
SMB      -0.022825
HML      -0.006981
dtype: float64, 21966: const     0.003075
vwretd    0.006211
SMB       0.000024
HML      -0.000012
dtype: float64, 21967: const    -0.049871
vwretd    0.609198
SMB       0.001724
HML       0.003056
dtype: float64, 21969: const     0.002780
vwretd    0.013621
SMB       0.000039
HML       0.000037
dtype: float64, 21970: const     0.083162
vwretd    1.157592
SMB      -0.031620
HML      -0.042312
dtype: float64, 21971: const     0.003795
vwretd    0.023246
SMB      -0.000838
HML      -0.000209
dtype: float64, 21972: const    -0.034909
vwretd    0.432043
SMB      -0.000366
HML       0.000741
dtype: float64, 21973: const     0.005962
vwretd    0.911787
SMB      -0.014918
HML      -0.006026
dtype: float64, 21974: const     0.003780
vwretd    0.026420
SMB      -0.000819
HML       0.000050
dtype: float64, 21975: const    -0.152117
vwretd    1.051660
SMB       0.047237
HML       0.044721
dtype: float64, 21976: const     0.000984
vwretd    1.108612
SMB      -0.006743
HML      -0.001352
dtype: float64, 21977: const    -0.002901
vwretd    0.865463
SMB      -0.032803
HML      -0.007411
dtype: float64, 21978: const    -0.031496
vwretd    1.009116
SMB       0.034147
HML      -0.005438
dtype: float64, 21979: const     0.001672
vwretd    1.230304
SMB       0.002520
HML       0.003945
dtype: float64, 21980: const     0.021607
vwretd    0.163178
SMB       0.001683
HML       0.006693
dtype: float64, 21981: const     0.000193
vwretd    0.551728
SMB      -0.008625
HML      -0.002736
dtype: float64, 21982: const    -0.001177
vwretd    0.334233
SMB       0.001496
HML      -0.000218
dtype: float64, 21983: const     0.004848
vwretd    1.061286
SMB       0.001107
HML       0.005004
dtype: float64, 21984: const    -0.004856
vwretd    0.886250
SMB      -0.007270
HML      -0.003047
dtype: float64, 21985: const     0.006307
vwretd    0.996441
SMB      -0.019744
HML      -0.000254
dtype: float64, 21986: const     0.002029
vwretd    0.788302
SMB      -0.026442
HML      -0.004993
dtype: float64, 21987: const     0.005971
vwretd    0.628554
SMB       0.011347
HML       0.008156
dtype: float64, 21988: const     0.148684
vwretd   -3.414362
SMB       0.066276
HML      -0.125964
dtype: float64, 21989: const    -0.026921
vwretd    1.172671
SMB       0.009066
HML      -0.000616
dtype: float64, 21991: const     0.000330
vwretd    0.942773
SMB      -0.001055
HML      -0.000174
dtype: float64, 21992: const     0.001784
vwretd    0.251678
SMB      -0.003855
HML      -0.001201
dtype: float64, 21994: const     0.005407
vwretd    0.922832
SMB      -0.016873
HML       0.000944
dtype: float64, 21995: const    -0.007283
vwretd    1.430776
SMB       0.009412
HML       0.010615
dtype: float64, 21996: const     0.027922
vwretd    0.235991
SMB       0.007626
HML      -0.004152
dtype: float64, 21997: const     0.005398
vwretd    0.906395
SMB      -0.020759
HML      -0.003150
dtype: float64, 21998: const     0.025119
vwretd    2.213817
SMB       0.008037
HML       0.005151
dtype: float64, 21999: const    -0.067880
vwretd    2.259533
SMB       0.026743
HML      -0.011827
dtype: float64, 22001: const    -0.011963
vwretd    1.136468
SMB       0.005235
HML       0.003070
dtype: float64, 22002: const     0.009382
vwretd    1.484498
SMB      -0.000660
HML       0.000799
dtype: float64, 22003: const    -0.017488
vwretd    0.282249
SMB       0.025492
HML       0.007299
dtype: float64, 22004: const    -0.013702
vwretd    1.323936
SMB      -0.017107
HML      -0.008299
dtype: float64, 22006: const    -0.079651
vwretd    2.150942
SMB       0.072975
HML       0.002955
dtype: float64, 22007: const     0.002957
vwretd    1.165613
SMB       0.000303
HML       0.003148
dtype: float64, 22008: const     0.000270
vwretd    0.965817
SMB       0.001041
HML       0.006544
dtype: float64, 22009: const     0.007038
vwretd    0.768542
SMB      -0.014565
HML      -0.001648
dtype: float64, 22010: const     0.000463
vwretd    0.915243
SMB      -0.000656
HML      -0.002678
dtype: float64, 22011: const     0.002512
vwretd    0.490945
SMB      -0.010904
HML      -0.004004
dtype: float64, 22012: const     0.001254
vwretd    0.569760
SMB      -0.004531
HML      -0.000539
dtype: float64, 22013: const     0.007874
vwretd    1.002382
SMB      -0.019749
HML      -0.002926
dtype: float64, 22014: const     0.000353
vwretd    1.018997
SMB      -0.000726
HML       0.000025
dtype: float64, 22015: const     0.000680
vwretd    0.284167
SMB       0.011041
HML       0.013588
dtype: float64, 22016: const     0.026036
vwretd    0.713366
SMB       0.011169
HML      -0.019776
dtype: float64, 22018: const    -0.015463
vwretd    1.097595
SMB      -0.008712
HML      -0.005547
dtype: float64, 22019: const     0.003610
vwretd    0.520402
SMB      -0.003848
HML       0.000235
dtype: float64, 22020: const     0.002202
vwretd    0.338590
SMB      -0.003789
HML      -0.001177
dtype: float64, 22021: const    -0.012464
vwretd    0.374409
SMB       0.000194
HML       0.005061
dtype: float64, 22022: const    -0.000438
vwretd    0.374641
SMB      -0.007018
HML      -0.001605
dtype: float64, 22023: const    -0.005776
vwretd    1.069047
SMB       0.007688
HML       0.004586
dtype: float64, 22024: const     0.005388
vwretd    0.750273
SMB       0.001252
HML       0.006411
dtype: float64, 22027: const    -0.018059
vwretd    1.234700
SMB       0.040473
HML       0.022527
dtype: float64, 22028: const    -0.001089
vwretd    0.268893
SMB      -0.006986
HML      -0.003328
dtype: float64, 22029: const     0.001316
vwretd    0.415091
SMB      -0.008918
HML      -0.003629
dtype: float64, 22030: const    -0.001447
vwretd    1.227644
SMB      -0.013857
HML      -0.000549
dtype: float64, 22031: const     0.001478
vwretd    0.862483
SMB       0.008217
HML      -0.003898
dtype: float64, 22032: const     0.001876
vwretd    0.826716
SMB       0.000330
HML       0.008199
dtype: float64, 22033: const     0.007615
vwretd    1.146103
SMB      -0.022055
HML      -0.005670
dtype: float64, 22034: const     0.004325
vwretd    1.163987
SMB      -0.000672
HML      -0.001877
dtype: float64, 22035: const    -0.005665
vwretd    0.165634
SMB      -0.011644
HML      -0.008022
dtype: float64, 22036: const    -0.007188
vwretd   -0.659547
SMB       0.016812
HML       0.006953
dtype: float64, 22037: const    -0.001143
vwretd    0.317883
SMB       0.002335
HML       0.000950
dtype: float64, 22039: const    -0.021884
vwretd    0.836442
SMB      -0.056964
HML      -0.008169
dtype: float64, 22040: const     0.003466
vwretd    0.703754
SMB      -0.011560
HML      -0.003226
dtype: float64, 22041: const     0.001569
vwretd    0.512235
SMB      -0.009018
HML      -0.001856
dtype: float64, 22042: const     0.001678
vwretd    0.502452
SMB      -0.009327
HML      -0.002506
dtype: float64, 22045: const    -0.005489
vwretd    1.068954
SMB      -0.002730
HML      -0.003463
dtype: float64, 22046: const     0.005367
vwretd    0.938241
SMB      -0.003216
HML       0.002961
dtype: float64, 22048: const     0.005901
vwretd    0.341407
SMB      -0.010463
HML      -0.003701
dtype: float64, 22049: const    -0.017036
vwretd    0.795477
SMB       0.012239
HML      -0.005388
dtype: float64, 22050: const     0.008720
vwretd    1.376503
SMB      -0.005010
HML      -0.002291
dtype: float64, 22051: const     0.035650
vwretd    1.614005
SMB      -0.004398
HML      -0.011199
dtype: float64, 22052: const     0.001430
vwretd    0.408553
SMB      -0.006101
HML      -0.002437
dtype: float64, 22053: const    -0.048120
vwretd   -1.819565
SMB      -0.016466
HML      -0.011142
dtype: float64, 22054: const    -0.004807
vwretd    0.823666
SMB      -0.017773
HML      -0.007539
dtype: float64, 22055: const    -0.001282
vwretd    0.311551
SMB      -0.007316
HML      -0.002970
dtype: float64, 22056: const    -0.000214
vwretd    0.314707
SMB      -0.007941
HML      -0.003282
dtype: float64, 22057: const     0.001652
vwretd    0.028551
SMB      -0.001378
HML      -0.000397
dtype: float64, 22058: const     0.001752
vwretd    0.629856
SMB       0.007661
HML       0.003403
dtype: float64, 22059: const    -0.005734
vwretd    0.709990
SMB       0.017590
HML       0.010705
dtype: float64, 22060: const    -0.002484
vwretd    0.324311
SMB      -0.007552
HML      -0.003491
dtype: float64, 22061: const     0.010429
vwretd    0.794094
SMB      -0.012875
HML      -0.003314
dtype: float64, 22065: const     0.005449
vwretd    1.173323
SMB       0.004815
HML       0.007286
dtype: float64, 22066: const     0.001557
vwretd    0.872091
SMB       0.002555
HML       0.003931
dtype: float64, 22067: const    -0.125692
vwretd    2.029523
SMB       0.032472
HML       0.060927
dtype: float64, 22068: const     0.004982
vwretd    0.304523
SMB      -0.009039
HML      -0.002911
dtype: float64, 22069: const     0.001346
vwretd    0.052702
SMB      -0.000388
HML       0.000050
dtype: float64, 22070: const     0.005218
vwretd    0.005519
SMB      -0.001172
HML      -0.000716
dtype: float64, 22071: const     0.003526
vwretd    0.004836
SMB      -0.000128
HML      -0.000090
dtype: float64, 22072: const     0.000209
vwretd    0.021230
SMB      -0.001104
HML       0.000238
dtype: float64, 22074: const    -0.005898
vwretd    1.263468
SMB       0.009810
HML       0.006717
dtype: float64, 22075: const     0.004633
vwretd    0.791773
SMB       0.000640
HML       0.003894
dtype: float64, 22076: const     0.003328
vwretd    0.005793
SMB      -0.000634
HML      -0.000438
dtype: float64, 22077: const     0.002813
vwretd    1.689897
SMB       0.001049
HML      -0.005009
dtype: float64, 22078: const     0.092142
vwretd    0.305491
SMB      -0.045079
HML      -0.043346
dtype: float64, 22079: const     0.010191
vwretd    1.963535
SMB      -0.037944
HML      -0.010521
dtype: float64, 22080: const     0.009746
vwretd    1.599836
SMB       0.017408
HML       0.017578
dtype: float64, 22081: const     0.023434
vwretd    0.467848
SMB       0.016265
HML       0.013966
dtype: float64, 22082: const     0.002943
vwretd    1.000324
SMB      -0.003240
HML       0.000550
dtype: float64, 22083: const     0.005054
vwretd    0.518086
SMB       0.004432
HML       0.004491
dtype: float64, 22084: const     0.020407
vwretd   -0.623344
SMB       0.049941
HML      -0.010969
dtype: float64, 22085: const     0.007279
vwretd    2.129942
SMB       0.038937
HML      -0.006941
dtype: float64, 22086: const    -0.039486
vwretd   -0.098964
SMB       0.081068
HML       0.018396
dtype: float64, 22087: const    -0.019627
vwretd    0.260174
SMB       0.025916
HML       0.002638
dtype: float64, 22088: const     0.130089
vwretd    2.034922
SMB       0.037186
HML      -0.008320
dtype: float64, 22089: const    -0.022168
vwretd    2.037127
SMB      -0.004111
HML      -0.010563
dtype: float64, 22090: const     0.004840
vwretd    0.975878
SMB       0.013497
HML       0.003386
dtype: float64, 22091: const    -0.005724
vwretd    0.328692
SMB       0.009344
HML       0.000230
dtype: float64, 22092: const     0.013118
vwretd    1.792191
SMB      -0.020894
HML       0.004875
dtype: float64, 22094: const    -0.003434
vwretd   -0.976472
SMB       0.033340
HML       0.018555
dtype: float64, 22095: const     0.002916
vwretd    0.605716
SMB       0.001151
HML       0.000148
dtype: float64, 22096: const    -0.008226
vwretd    2.175522
SMB       0.044527
HML       0.024497
dtype: float64, 22097: const     0.006316
vwretd    0.746370
SMB      -0.002441
HML       0.001321
dtype: float64, 22098: const    -0.007706
vwretd    0.312117
SMB      -0.002608
HML      -0.003782
dtype: float64, 22099: const     0.006187
vwretd    1.200380
SMB      -0.008511
HML       0.003317
dtype: float64, 22100: const     0.003971
vwretd    0.039813
SMB      -0.001581
HML      -0.000950
dtype: float64, 22101: const    -0.024849
vwretd    0.650026
SMB       0.007398
HML       0.005224
dtype: float64, 22103: const     0.001342
vwretd    1.176374
SMB      -0.001148
HML       0.001655
dtype: float64, 22104: const     0.300078
vwretd    0.219458
SMB      -0.266475
HML      -0.088720
dtype: float64, 22105: const    -0.013896
vwretd    0.949772
SMB      -0.012998
HML      -0.002874
dtype: float64, 22106: const    -0.011102
vwretd    1.391475
SMB      -0.014919
HML      -0.006639
dtype: float64, 22107: const     0.007551
vwretd    0.986156
SMB      -0.003266
HML      -0.004737
dtype: float64, 22108: const    -0.017026
vwretd    0.783856
SMB       0.006933
HML      -0.001596
dtype: float64, 22109: const     0.027112
vwretd    1.327498
SMB      -0.011300
HML      -0.008455
dtype: float64, 22110: const    -0.002685
vwretd    0.338960
SMB      -0.001112
HML      -0.000225
dtype: float64, 22111: const     0.007228
vwretd    0.803961
SMB      -0.004295
HML      -0.001838
dtype: float64, 22112: const    -0.024686
vwretd    0.870100
SMB       0.003068
HML       0.007330
dtype: float64, 22113: const     0.000522
vwretd    0.716977
SMB       0.000612
HML       0.000786
dtype: float64, 22114: const    -0.004063
vwretd    0.881976
SMB       0.012255
HML       0.002442
dtype: float64, 22115: const    -0.031663
vwretd    0.160779
SMB       0.011875
HML      -0.008288
dtype: float64, 22116: const     0.011226
vwretd    1.375724
SMB      -0.018994
HML      -0.005746
dtype: float64, 22117: const     0.007264
vwretd    1.409439
SMB      -0.017534
HML      -0.004680
dtype: float64, 22118: const     0.008013
vwretd    1.002983
SMB      -0.003412
HML      -0.000112
dtype: float64, 22119: const    -0.002065
vwretd    1.007055
SMB      -0.001035
HML      -0.000466
dtype: float64, 22120: const    -0.003633
vwretd    1.194526
SMB      -0.002387
HML      -0.004261
dtype: float64, 22121: const     0.002843
vwretd    0.515408
SMB      -0.015510
HML      -0.004503
dtype: float64, 22122: const     0.006919
vwretd    0.617057
SMB      -0.009903
HML      -0.002119
dtype: float64, 22123: const     0.004061
vwretd    0.498244
SMB       0.000400
HML       0.000400
dtype: float64, 22124: const     0.002605
vwretd    0.599352
SMB      -0.014021
HML      -0.005866
dtype: float64, 22125: const    -0.002377
vwretd    1.025662
SMB      -0.001175
HML      -0.000868
dtype: float64, 22126: const     0.001972
vwretd    0.607490
SMB      -0.000272
HML       0.000003
dtype: float64, 22127: const     0.003036
vwretd    0.042046
SMB       0.000285
HML       0.000177
dtype: float64, 22128: const    -0.017962
vwretd    1.472030
SMB       0.013766
HML       0.006173
dtype: float64, 22129: const    -0.055720
vwretd    1.562866
SMB       0.014242
HML      -0.001203
dtype: float64, 22130: const    -0.095968
vwretd    1.973014
SMB       0.046104
HML      -0.000231
dtype: float64, 22131: const     0.005209
vwretd    0.843548
SMB      -0.000147
HML       0.003819
dtype: float64, 22132: const    -0.156418
vwretd    1.718887
SMB       0.100287
HML       0.046080
dtype: float64, 22133: const     0.022461
vwretd    0.276556
SMB      -0.048130
HML      -0.015137
dtype: float64, 22134: const    -0.029971
vwretd   -0.363185
SMB       0.022190
HML       0.019200
dtype: float64, 22135: const     0.002396
vwretd    0.606673
SMB      -0.005580
HML       0.007481
dtype: float64, 22137: const    -0.028429
vwretd    0.802396
SMB      -0.004411
HML       0.002457
dtype: float64, 22138: const    -0.002123
vwretd    1.070178
SMB       0.003928
HML       0.009228
dtype: float64, 22139: const     0.006096
vwretd    0.099681
SMB       0.001803
HML      -0.000944
dtype: float64, 22140: const    -0.016318
vwretd    1.226724
SMB      -0.011111
HML       0.002909
dtype: float64, 22141: const     0.002521
vwretd    0.253667
SMB      -0.002116
HML      -0.002586
dtype: float64, 22142: const     0.011216
vwretd    0.410856
SMB      -0.002947
HML      -0.000228
dtype: float64, 22143: const     0.007200
vwretd    0.373627
SMB      -0.001857
HML      -0.000265
dtype: float64, 22144: const     0.002851
vwretd    0.361525
SMB      -0.002972
HML      -0.000325
dtype: float64, 22145: const    -0.006797
vwretd    0.485508
SMB       0.011904
HML      -0.001377
dtype: float64, 22146: const    -0.013362
vwretd    1.321909
SMB       0.013968
HML       0.010958
dtype: float64, 22147: const     0.029281
vwretd    0.382510
SMB      -0.005308
HML       0.007351
dtype: float64, 22148: const     0.005227
vwretd    0.067120
SMB      -0.002334
HML      -0.000718
dtype: float64, 22149: const     0.020504
vwretd    1.213304
SMB       0.006733
HML      -0.000086
dtype: float64, 22150: const    -0.069061
vwretd    1.676889
SMB       0.022196
HML       0.001920
dtype: float64, 22151: const     0.005904
vwretd    1.545851
SMB      -0.018693
HML      -0.002781
dtype: float64, 22152: const    -0.006006
vwretd    1.445681
SMB      -0.011292
HML       0.001995
dtype: float64, 22153: const     0.002013
vwretd    1.124622
SMB      -0.015775
HML      -0.006583
dtype: float64, 22154: const    -0.002280
vwretd    1.067871
SMB       0.007893
HML       0.000183
dtype: float64, 22155: const     0.012793
vwretd    0.498989
SMB       0.004542
HML      -0.007322
dtype: float64, 22156: const     0.008991
vwretd    0.635355
SMB      -0.000548
HML       0.001446
dtype: float64, 22158: const     0.046272
vwretd    2.854631
SMB      -0.044814
HML       0.018812
dtype: float64, 22159: const    -0.013767
vwretd    0.262178
SMB       0.037326
HML       0.018909
dtype: float64, 22160: const    -0.004664
vwretd   -0.421858
SMB       0.004488
HML       0.004497
dtype: float64, 22161: const    -0.054258
vwretd    1.207981
SMB      -0.003130
HML      -0.006744
dtype: float64, 22162: const    -0.008946
vwretd    1.098748
SMB       0.021118
HML       0.014355
dtype: float64, 22163: const     0.004676
vwretd    1.121272
SMB       0.004005
HML       0.006027
dtype: float64, 22164: const     0.006437
vwretd    1.032824
SMB      -0.003951
HML      -0.000696
dtype: float64, 22165: const    -0.072919
vwretd   -0.252625
SMB       0.002135
HML      -0.006128
dtype: float64, 22166: const     0.001649
vwretd    0.041474
SMB      -0.001245
HML       0.002187
dtype: float64, 22167: const     0.004707
vwretd    0.048798
SMB      -0.000609
HML      -0.000409
dtype: float64, 22168: const    -0.115849
vwretd    2.835678
SMB      -0.037518
HML      -0.025509
dtype: float64, 22169: const    -0.052220
vwretd    0.917686
SMB      -0.055313
HML       0.001479
dtype: float64, 22170: const    -0.000922
vwretd    1.128364
SMB       0.004365
HML       0.003693
dtype: float64, 22171: const     0.013982
vwretd    0.676906
SMB       0.012425
HML       0.011154
dtype: float64, 22172: const     0.003704
vwretd    0.039165
SMB      -0.000323
HML      -0.000037
dtype: float64, 22173: const     0.003764
vwretd   -0.001949
SMB      -0.000442
HML      -0.000214
dtype: float64, 22174: const    -0.045688
vwretd    2.042405
SMB      -0.069250
HML      -0.011395
dtype: float64, 22175: const    -0.121920
vwretd    0.623070
SMB       0.033637
HML      -0.003006
dtype: float64, 22176: const    -0.001077
vwretd    0.916490
SMB      -0.007874
HML      -0.002907
dtype: float64, 22177: const    -0.089432
vwretd    1.066126
SMB       0.002444
HML      -0.012882
dtype: float64, 22178: const    -0.097551
vwretd    0.883517
SMB       0.117313
HML       0.024805
dtype: float64, 22179: const    -0.049845
vwretd    0.573246
SMB       0.068179
HML       0.020120
dtype: float64, 22180: const     0.003357
vwretd    0.041646
SMB      -0.000853
HML      -0.000488
dtype: float64, 22181: const    -0.090780
vwretd   -0.121176
SMB       0.044352
HML       0.006075
dtype: float64, 22182: const    -0.042175
vwretd    0.922405
SMB       0.018079
HML       0.006183
dtype: float64, 22183: const    -0.071075
vwretd   -0.760573
SMB       0.026261
HML       0.007656
dtype: float64, 22184: const    -0.014223
vwretd   -0.067677
SMB      -0.069951
HML      -0.022271
dtype: float64, 22185: const    -0.213751
vwretd   -0.589971
SMB       0.023586
HML      -0.016814
dtype: float64, 22186: const    -0.157252
vwretd    0.531342
SMB      -0.024887
HML       0.005879
dtype: float64, 22187: const     0.002743
vwretd    0.004423
SMB       0.000549
HML       0.000103
dtype: float64, 22188: const     0.002771
vwretd    0.012809
SMB       0.000279
HML       0.000079
dtype: float64, 22189: const    -0.002988
vwretd    1.404361
SMB       0.011024
HML       0.006281
dtype: float64, 22190: const    -0.004088
vwretd    0.667767
SMB       0.008027
HML       0.007921
dtype: float64, 22191: const    -0.067098
vwretd    1.654307
SMB       0.020588
HML       0.001756
dtype: float64, 22192: const     0.003313
vwretd    0.023507
SMB      -0.000385
HML      -0.000076
dtype: float64, 22193: const    -0.008741
vwretd    0.194803
SMB       0.000928
HML      -0.001072
dtype: float64, 22194: const     0.089498
vwretd    3.093524
SMB      -0.181954
HML      -0.050805
dtype: float64, 22195: const    -0.004284
vwretd    0.205190
SMB       0.006875
HML      -0.002830
dtype: float64, 22196: const    -0.068247
vwretd    1.393564
SMB       0.011939
HML       0.031384
dtype: float64, 22197: const     0.004311
vwretd    1.027364
SMB       0.001703
HML       0.005346
dtype: float64, 22198: const    -0.001457
vwretd    1.220895
SMB       0.006898
HML       0.009946
dtype: float64, 22199: const     0.060506
vwretd    1.279023
SMB      -0.007851
HML      -0.004105
dtype: float64, 22200: const    -0.155766
vwretd    1.237714
SMB       0.048397
HML      -0.011791
dtype: float64, 22201: const     0.003863
vwretd    0.005574
SMB      -0.000189
HML      -0.000140
dtype: float64, 22202: const     0.003933
vwretd    0.003409
SMB      -0.000413
HML      -0.000108
dtype: float64, 22203: const    -0.098163
vwretd   -0.556888
SMB       0.023247
HML       0.013338
dtype: float64, 22204: const    -0.002459
vwretd    0.989702
SMB       0.042696
HML       0.021686
dtype: float64, 22205: const     0.010868
vwretd    0.048767
SMB       0.018164
HML       0.023280
dtype: float64, 22206: const     0.029406
vwretd    2.375947
SMB       0.013970
HML       0.010631
dtype: float64, 22207: const    -0.033744
vwretd   -0.042652
SMB       0.006254
HML      -0.000534
dtype: float64, 22208: const    -0.008914
vwretd    0.445437
SMB      -0.001280
HML       0.000192
dtype: float64, 22209: const    -0.143600
vwretd   -1.341838
SMB      -0.001197
HML      -0.009449
dtype: float64, 22210: const     0.076938
vwretd    0.124909
SMB       0.030369
HML      -0.002142
dtype: float64, 22211: const     0.017367
vwretd    1.761128
SMB       0.052267
HML      -0.008039
dtype: float64, 22212: const     0.004033
vwretd    0.041203
SMB      -0.001526
HML      -0.000676
dtype: float64, 22213: const    -0.010646
vwretd    2.473550
SMB       0.040590
HML      -0.000168
dtype: float64, 22214: const     0.003358
vwretd    4.269751
SMB      -0.230268
HML      -0.033229
dtype: float64, 22215: const     0.011616
vwretd    1.175240
SMB      -0.001583
HML      -0.002902
dtype: float64, 22216: const     0.003777
vwretd    0.021874
SMB      -0.000836
HML      -0.000113
dtype: float64, 22217: const    -0.067961
vwretd    0.009482
SMB      -0.036062
HML      -0.012814
dtype: float64, 22218: const    -0.002891
vwretd    0.930501
SMB       0.010345
HML       0.010398
dtype: float64, 22219: const     0.030089
vwretd   -0.660449
SMB       0.003886
HML      -0.001012
dtype: float64, 22220: const    -0.038355
vwretd    2.246660
SMB       0.051883
HML       0.002229
dtype: float64, 22221: const     0.009023
vwretd    1.293572
SMB       0.035962
HML       0.016628
dtype: float64, 22222: const    -0.087536
vwretd    1.268920
SMB      -0.009138
HML       0.007391
dtype: float64, 22223: const     0.005660
vwretd    0.048145
SMB      -0.001569
HML      -0.000402
dtype: float64, 22224: const     0.004336
vwretd   -0.010866
SMB      -0.000642
HML      -0.000417
dtype: float64, 22225: const     0.004788
vwretd   -0.026603
SMB      -0.000304
HML       0.000040
dtype: float64, 22226: const    -0.000416
vwretd    0.789321
SMB       0.011468
HML       0.001335
dtype: float64, 22227: const     0.016465
vwretd    0.752948
SMB      -0.005893
HML       0.014836
dtype: float64, 22228: const     0.004798
vwretd    0.000656
SMB      -0.001349
HML      -0.000477
dtype: float64, 22229: const    -0.069673
vwretd    0.462735
SMB       0.050480
HML       0.008129
dtype: float64, 22230: const     0.001522
vwretd    1.101887
SMB      -0.004010
HML      -0.002940
dtype: float64, 22231: const    -0.001943
vwretd    1.228374
SMB      -0.001961
HML      -0.003365
dtype: float64, 22232: const     0.033966
vwretd    0.481311
SMB       0.057159
HML      -0.002470
dtype: float64, 22233: const     0.003642
vwretd   -0.010628
SMB      -0.000238
HML      -0.000204
dtype: float64, 22234: const    -0.000175
vwretd    0.994912
SMB       0.003694
HML       0.001037
dtype: float64, 22235: const     0.020634
vwretd    0.262731
SMB      -0.002627
HML       0.000950
dtype: float64, 22236: const     0.084042
vwretd    0.366610
SMB       0.022886
HML       0.040522
dtype: float64, 22237: const    -0.016370
vwretd    1.062682
SMB       0.034715
HML       0.012003
dtype: float64, 22238: const    -0.152483
vwretd    3.471443
SMB       0.031029
HML      -0.010030
dtype: float64, 22239: const    -0.030236
vwretd    0.958733
SMB       0.015382
HML       0.003417
dtype: float64, 22240: const     0.007010
vwretd    2.691582
SMB      -0.032263
HML      -0.029716
dtype: float64, 22241: const     0.005196
vwretd   -0.012197
SMB      -0.002984
HML      -0.001262
dtype: float64, 22242: const     0.003672
vwretd    1.495719
SMB       0.025430
HML      -0.005254
dtype: float64, 22243: const    -0.005843
vwretd    0.888601
SMB       0.005110
HML       0.006798
dtype: float64, 22244: const     0.119504
vwretd   -1.900591
SMB       0.119731
HML       0.024168
dtype: float64, 22245: const    -0.019932
vwretd    0.968664
SMB       0.024982
HML      -0.004577
dtype: float64, 22246: const     0.000811
vwretd    0.322694
SMB      -0.007104
HML      -0.003210
dtype: float64, 22247: const     0.002561
vwretd    0.451537
SMB      -0.010605
HML      -0.004018
dtype: float64, 22248: const    -0.004157
vwretd    1.483173
SMB       0.049118
HML       0.034414
dtype: float64, 22249: const     0.000724
vwretd    0.348700
SMB      -0.007917
HML      -0.003366
dtype: float64, 22250: const    -0.004024
vwretd    0.982132
SMB       0.008444
HML       0.003589
dtype: float64, 22251: const     0.004291
vwretd    0.976660
SMB       0.007420
HML      -0.016375
dtype: float64, 22252: const    -0.196255
vwretd   -0.406660
SMB       0.051935
HML      -0.003648
dtype: float64, 22253: const    -0.000675
vwretd   -0.039664
SMB       0.003145
HML       0.000744
dtype: float64, 22254: const    -0.109688
vwretd    1.589747
SMB      -0.051775
HML      -0.020710
dtype: float64, 22255: const    -0.002645
vwretd   -1.426683
SMB       0.091697
HML       0.000430
dtype: float64, 22256: const     0.118715
vwretd   -1.462551
SMB       0.015714
HML       0.014575
dtype: float64, 22257: const     0.005433
vwretd    0.018665
SMB      -0.001359
HML      -0.000271
dtype: float64, 22258: const    -0.000381
vwretd   -0.609446
SMB      -0.051218
HML      -0.022668
dtype: float64, 22259: const    -0.030563
vwretd   -0.225528
SMB      -0.023427
HML      -0.019201
dtype: float64, 22260: const    -0.082210
vwretd    2.364954
SMB       0.045012
HML       0.005136
dtype: float64, 22261: const    -0.030594
vwretd   -0.201555
SMB       0.006122
HML      -0.020612
dtype: float64, 22262: const     0.104014
vwretd    1.350094
SMB       0.034749
HML       0.017980
dtype: float64, 22263: const     0.000517
vwretd    1.753832
SMB       0.028649
HML       0.028939
dtype: float64, 22264: const    -0.050288
vwretd    0.758571
SMB      -0.000366
HML       0.007804
dtype: float64, 22265: const    -0.039028
vwretd    2.067471
SMB       0.035582
HML      -0.007737
dtype: float64, 22266: const    -0.114385
vwretd    0.594430
SMB       0.042011
HML      -0.001034
dtype: float64, 22267: const    -0.019039
vwretd    0.511502
SMB       0.025404
HML      -0.018743
dtype: float64, 22268: const    -0.068352
vwretd    1.557526
SMB       0.058527
HML       0.004800
dtype: float64, 22269: const    -0.005992
vwretd    1.414600
SMB       0.009050
HML       0.006941
dtype: float64, 22270: const     0.001338
vwretd    1.000141
SMB       0.029937
HML      -0.007509
dtype: float64, 22271: const     0.003805
vwretd    0.002451
SMB      -0.000352
HML       0.000093
dtype: float64, 22272: const     0.005023
vwretd    0.084613
SMB      -0.000443
HML      -0.000817
dtype: float64, 22273: const     0.512439
vwretd   -7.501283
SMB       0.091044
HML      -0.159174
dtype: float64, 22274: const     0.098554
vwretd    2.414554
SMB      -0.227705
HML      -0.045730
dtype: float64, 22275: const     0.005049
vwretd    0.030139
SMB      -0.002377
HML      -0.000481
dtype: float64, 22276: const     0.003098
vwretd   -0.020754
SMB      -0.000717
HML       0.000235
dtype: float64, 22277: const     0.001236
vwretd    0.894028
SMB       0.003072
HML       0.002582
dtype: float64, 22278: const    -0.010876
vwretd    0.670837
SMB       0.011138
HML       0.004386
dtype: float64, 22279: const     0.004070
vwretd    0.027318
SMB      -0.001150
HML      -0.000244
dtype: float64, 22280: const     0.006855
vwretd    0.317256
SMB       0.013656
HML      -0.004382
dtype: float64, 22281: const     0.316533
vwretd   -4.106365
SMB      -0.137167
HML      -0.012611
dtype: float64, 22282: const     0.003724
vwretd    0.033855
SMB      -0.001231
HML      -0.000500
dtype: float64, 22283: const    -0.076966
vwretd    1.817522
SMB       0.043974
HML       0.005576
dtype: float64, 22284: const    -0.119435
vwretd    1.327563
SMB       0.050164
HML       0.000029
dtype: float64, 22285: const    -0.010176
vwretd    1.093006
SMB       0.023363
HML       0.007800
dtype: float64, 22286: const    -0.197699
vwretd    0.482903
SMB       0.012333
HML      -0.018211
dtype: float64, 22287: const     0.009246
vwretd    0.087558
SMB       0.015140
HML       0.009616
dtype: float64, 22288: const     0.004573
vwretd    0.008950
SMB       0.001201
HML       0.001179
dtype: float64, 22289: const    -0.046979
vwretd    0.527165
SMB       0.011351
HML       0.010500
dtype: float64, 22290: const    -0.130881
vwretd    1.834023
SMB       0.101585
HML       0.038314
dtype: float64, 22291: const    -0.062030
vwretd   -0.597836
SMB       0.034592
HML       0.024724
dtype: float64, 22292: const     0.004186
vwretd    0.022160
SMB      -0.000040
HML       0.000304
dtype: float64, 22293: const     0.001418
vwretd    1.307157
SMB       0.002123
HML      -0.004174
dtype: float64, 22294: const     0.290811
vwretd    5.003844
SMB      -0.300418
HML       0.262867
dtype: float64, 22295: const     0.100662
vwretd    1.105233
SMB      -0.023344
HML       0.025702
dtype: float64, 22296: const    -0.093626
vwretd    0.153841
SMB       0.030205
HML       0.001356
dtype: float64, 22297: const    -0.171586
vwretd    2.610082
SMB       0.024238
HML       0.000990
dtype: float64, 22298: const     0.020328
vwretd    1.627722
SMB       0.051342
HML      -0.005886
dtype: float64, 22299: const     0.008564
vwretd    0.007603
SMB      -0.002065
HML       0.000601
dtype: float64, 22300: const     0.007787
vwretd    0.786186
SMB      -0.001745
HML       0.000661
dtype: float64, 22301: const    -0.040523
vwretd    0.857884
SMB       0.008335
HML       0.011668
dtype: float64, 22302: const     0.000811
vwretd   -0.048831
SMB      -0.009360
HML      -0.004502
dtype: float64, 22303: const     0.002239
vwretd    0.071171
SMB      -0.000475
HML      -0.000201
dtype: float64, 22304: const     0.004853
vwretd    0.006624
SMB      -0.000528
HML       0.000070
dtype: float64, 22305: const     0.004607
vwretd    0.054886
SMB      -0.002270
HML      -0.000669
dtype: float64, 22306: const     0.001322
vwretd    0.957196
SMB       0.013116
HML       0.011117
dtype: float64, 22307: const    -0.028531
vwretd    0.655696
SMB       0.026852
HML       0.009870
dtype: float64, 22308: const    -0.004437
vwretd   -0.157286
SMB       0.006197
HML       0.004142
dtype: float64, 22309: const     0.003579
vwretd   -0.008187
SMB      -0.000045
HML       0.000411
dtype: float64, 22310: const     0.000971
vwretd    1.272172
SMB      -0.006405
HML       0.002129
dtype: float64, 22311: const    -0.109254
vwretd    1.315849
SMB       0.033420
HML       0.027895
dtype: float64, 22312: const    -0.075169
vwretd    0.800690
SMB      -0.050642
HML      -0.015647
dtype: float64, 22313: const     0.005015
vwretd   -0.009783
SMB      -0.000788
HML       0.000165
dtype: float64, 22314: const     0.007775
vwretd    1.220755
SMB      -0.000921
HML       0.005813
dtype: float64, 22315: const     0.012298
vwretd    0.322967
SMB       0.006574
HML       0.000330
dtype: float64, 22316: const    -0.179213
vwretd   -0.050770
SMB       0.088721
HML       0.018451
dtype: float64, 22317: const     0.004443
vwretd   -0.009538
SMB      -0.000257
HML       0.000419
dtype: float64, 22318: const     0.004931
vwretd    0.024244
SMB      -0.001819
HML      -0.000353
dtype: float64, 22319: const    -0.048336
vwretd    0.842789
SMB      -0.031459
HML      -0.019062
dtype: float64, 22320: const    -0.004381
vwretd    2.705841
SMB       0.008439
HML       0.029141
dtype: float64, 22321: const    -0.237829
vwretd   -0.785318
SMB       0.085205
HML       0.079466
dtype: float64, 22322: const     0.000613
vwretd    1.160457
SMB       0.009569
HML      -0.000844
dtype: float64, 22323: const     0.017421
vwretd    0.837262
SMB       0.017845
HML       0.012704
dtype: float64, 22324: const    -0.173876
vwretd    0.505052
SMB      -0.008067
HML      -0.013322
dtype: float64, 22325: const    -0.021847
vwretd   -0.306823
SMB       0.025772
HML       0.017293
dtype: float64, 22326: const     0.007008
vwretd   -0.215469
SMB      -0.004015
HML      -0.002038
dtype: float64, 22327: const    -0.068221
vwretd    2.157154
SMB       0.072604
HML       0.013465
dtype: float64, 22328: const    -0.032988
vwretd    1.911064
SMB      -0.041167
HML      -0.009798
dtype: float64, 22329: const    -0.179966
vwretd    1.103311
SMB      -0.015830
HML      -0.018967
dtype: float64, 22330: const     0.001194
vwretd    0.457077
SMB       0.011416
HML       0.003971
dtype: float64, 22331: const     0.036649
vwretd    0.081273
SMB       0.001865
HML       0.007657
dtype: float64, 22332: const     0.003636
vwretd    0.031253
SMB      -0.000307
HML       0.000209
dtype: float64, 22333: const    -0.098791
vwretd    1.989023
SMB       0.089946
HML      -0.006325
dtype: float64, 22334: const     0.000989
vwretd    0.100395
SMB      -0.001440
HML       0.001965
dtype: float64, 22335: const     0.002838
vwretd    0.008973
SMB      -0.000902
HML       0.000335
dtype: float64, 22336: const     0.003013
vwretd    0.011912
SMB      -0.000068
HML      -0.000021
dtype: float64, 22338: const    -0.127643
vwretd    0.318435
SMB      -0.019363
HML      -0.035890
dtype: float64, 22339: const     0.003027
vwretd    0.005215
SMB       0.000199
HML       0.000281
dtype: float64, 22340: const     0.006252
vwretd    0.012973
SMB      -0.001470
HML      -0.000312
dtype: float64, 22341: const     0.004109
vwretd    0.016000
SMB      -0.001308
HML      -0.000299
dtype: float64, 22342: const    -0.084748
vwretd    0.604105
SMB       0.004858
HML      -0.001686
dtype: float64, 22343: const    -0.060848
vwretd    1.302050
SMB       0.017104
HML       0.003006
dtype: float64, 22344: const     0.103157
vwretd    2.292368
SMB      -0.024768
HML      -0.021157
dtype: float64, 22345: const    -0.040225
vwretd    0.065402
SMB      -0.001610
HML       0.018566
dtype: float64, 22346: const     0.004171
vwretd    0.039820
SMB      -0.001204
HML      -0.000189
dtype: float64, 22347: const    -0.094620
vwretd    1.691497
SMB       0.055594
HML      -0.010882
dtype: float64, 22348: const    -0.084399
vwretd    1.874958
SMB       0.010017
HML       0.011012
dtype: float64, 22349: const     0.006589
vwretd    1.022858
SMB       0.006827
HML      -0.000898
dtype: float64, 22350: const     0.347030
vwretd    0.013836
SMB       0.108683
HML      -0.097370
dtype: float64, 22351: const     0.054740
vwretd    4.241886
SMB      -0.184524
HML      -0.058890
dtype: float64, 22352: const    -0.131712
vwretd    2.206762
SMB       0.016762
HML      -0.006591
dtype: float64, 22353: const    -0.066257
vwretd    2.752228
SMB       0.024750
HML       0.012572
dtype: float64, 22354: const     0.000921
vwretd    0.589144
SMB      -0.003434
HML      -0.000858
dtype: float64, 22355: const     0.006162
vwretd    0.024659
SMB      -0.001508
HML      -0.000006
dtype: float64, 22356: const    -0.160961
vwretd    1.503094
SMB       0.098549
HML       0.036056
dtype: float64, 22357: const     0.002941
vwretd    1.305318
SMB       0.013296
HML       0.002327
dtype: float64, 22358: const     0.025587
vwretd    1.385281
SMB       0.008964
HML       0.058231
dtype: float64, 22359: const     0.003735
vwretd   -0.004825
SMB       0.000172
HML       0.000275
dtype: float64, 22360: const     0.016095
vwretd    2.294783
SMB       0.010248
HML      -0.007374
dtype: float64, 22361: const    -0.019616
vwretd    1.349240
SMB       0.054581
HML       0.020198
dtype: float64, 22362: const    -0.003243
vwretd    2.264266
SMB       0.021478
HML       0.017005
dtype: float64, 22363: const     0.016869
vwretd    0.697356
SMB      -0.010712
HML      -0.002534
dtype: float64, 22364: const    -0.009099
vwretd    0.113415
SMB      -0.002495
HML       0.000718
dtype: float64, 22365: const    -0.003526
vwretd    1.231017
SMB       0.006535
HML       0.001163
dtype: float64, 22366: const    -0.002527
vwretd    2.035014
SMB       0.015227
HML       0.003192
dtype: float64, 22367: const    -0.002014
vwretd    0.026502
SMB      -0.001210
HML       0.000756
dtype: float64, 22368: const    -0.010712
vwretd    0.120423
SMB      -0.003692
HML       0.000139
dtype: float64, 22369: const     0.007267
vwretd   -1.325208
SMB      -0.014627
HML      -0.010881
dtype: float64, 22370: const     0.004280
vwretd   -0.042156
SMB      -0.001493
HML      -0.000499
dtype: float64, 22371: const     0.002908
vwretd    0.212726
SMB      -0.005110
HML      -0.002696
dtype: float64, 22372: const    -0.00438
vwretd    0.53332
SMB      -0.00029
HML      -0.00260
dtype: float64, 22373: const    -0.002208
vwretd    1.371630
SMB       0.003666
HML       0.007840
dtype: float64, 22374: const     0.006964
vwretd    1.149054
SMB       0.009743
HML       0.000045
dtype: float64, 22375: const     0.000022
vwretd    0.151204
SMB      -0.003421
HML      -0.001899
dtype: float64, 22376: const    -0.002085
vwretd    0.410287
SMB      -0.008354
HML      -0.004607
dtype: float64, 22377: const     0.024773
vwretd    1.438820
SMB       0.001169
HML      -0.006025
dtype: float64, 22378: const     0.003602
vwretd   -0.003441
SMB      -0.000265
HML       0.000166
dtype: float64, 22379: const    -0.003229
vwretd   -0.048085
SMB      -0.002995
HML       0.000565
dtype: float64, 22380: const     0.004494
vwretd    0.062444
SMB      -0.000913
HML       0.000023
dtype: float64, 22381: const    -0.000184
vwretd    0.539366
SMB       0.008398
HML      -0.000058
dtype: float64, 22382: const     0.002120
vwretd    0.925278
SMB       0.008663
HML       0.004002
dtype: float64, 22383: const     0.001924
vwretd    0.182685
SMB      -0.002986
HML      -0.001523
dtype: float64, 22384: const     0.002583
vwretd   -0.049253
SMB       0.000225
HML       0.000130
dtype: float64, 22385: const    -0.001737
vwretd    1.136163
SMB      -0.013029
HML      -0.006185
dtype: float64, 22386: const     0.018150
vwretd    0.807610
SMB      -0.003280
HML      -0.003268
dtype: float64, 22387: const    -0.005532
vwretd    1.220745
SMB      -0.016425
HML      -0.008922
dtype: float64, 22388: const    -0.004774
vwretd    1.093651
SMB       0.000737
HML      -0.001144
dtype: float64, 22389: const     0.001193
vwretd    1.170100
SMB       0.001260
HML      -0.002967
dtype: float64, 22390: const     0.002953
vwretd   -0.026457
SMB       0.000846
HML       0.000754
dtype: float64, 22392: const     0.006691
vwretd    1.052362
SMB      -0.002484
HML       0.002022
dtype: float64, 22393: const     0.000317
vwretd    0.575035
SMB      -0.012663
HML      -0.006672
dtype: float64, 22394: const     0.000830
vwretd    0.314726
SMB      -0.003266
HML      -0.001379
dtype: float64, 22395: const     0.004820
vwretd    0.019978
SMB      -0.000174
HML       0.000305
dtype: float64, 22396: const    -0.003874
vwretd    1.006937
SMB      -0.010736
HML      -0.000515
dtype: float64, 22397: const     0.000359
vwretd    1.184823
SMB      -0.002410
HML       0.001779
dtype: float64, 22398: const     0.003629
vwretd    0.374031
SMB       0.000285
HML      -0.001255
dtype: float64, 22399: const    -0.006831
vwretd    1.279419
SMB      -0.055561
HML      -0.011592
dtype: float64, 22401: const    -0.001840
vwretd    0.582098
SMB      -0.000372
HML       0.003045
dtype: float64, 22402: const    -0.013200
vwretd    1.666961
SMB       0.018010
HML       0.016790
dtype: float64, 22403: const    -0.012655
vwretd   -0.239274
SMB       0.007452
HML      -0.023436
dtype: float64, 22404: const     0.000703
vwretd    0.915999
SMB      -0.006227
HML      -0.003517
dtype: float64, 22405: const    -0.004669
vwretd    0.610432
SMB      -0.002029
HML       0.001264
dtype: float64, 22406: const     0.000128
vwretd    1.110916
SMB      -0.006707
HML      -0.003830
dtype: float64, 22407: const    -0.004185
vwretd    0.395226
SMB      -0.001624
HML      -0.000477
dtype: float64, 22408: const     0.002870
vwretd    1.028095
SMB      -0.003009
HML      -0.002844
dtype: float64, 22409: const     0.005395
vwretd    0.107140
SMB      -0.017536
HML      -0.002757
dtype: float64, 22410: const    -0.000796
vwretd    1.222972
SMB       0.002938
HML       0.008342
dtype: float64, 22411: const     0.040740
vwretd   -1.437727
SMB      -0.037827
HML      -0.034913
dtype: float64, 22412: const     0.003713
vwretd    0.918733
SMB      -0.005395
HML      -0.000177
dtype: float64, 22413: const     0.101766
vwretd    2.187752
SMB       0.062171
HML       0.051266
dtype: float64, 22414: const    -0.001420
vwretd    0.969171
SMB      -0.034623
HML      -0.005743
dtype: float64, 22415: const    -0.056412
vwretd    1.532679
SMB       0.020908
HML       0.008060
dtype: float64, 22416: const     0.030615
vwretd    2.075112
SMB       0.093132
HML       0.011851
dtype: float64, 22417: const    -0.285043
vwretd   -0.669293
SMB       0.056608
HML       0.011105
dtype: float64, 22418: const    -0.089915
vwretd    0.907770
SMB      -0.007475
HML      -0.007067
dtype: float64, 22419: const     0.006674
vwretd    0.036140
SMB      -0.001822
HML      -0.000527
dtype: float64, 22420: const     0.003428
vwretd   -0.015725
SMB      -0.001431
HML       0.000249
dtype: float64, 22421: const     0.004409
vwretd   -0.001058
SMB      -0.000779
HML      -0.000052
dtype: float64, 22422: const     0.019639
vwretd    2.046579
SMB      -0.065751
HML      -0.028524
dtype: float64, 22423: const     0.011908
vwretd    1.254815
SMB       0.026920
HML      -0.006562
dtype: float64, 22424: const     0.009823
vwretd    0.627604
SMB       0.033284
HML      -0.013432
dtype: float64, 22425: const     0.049253
vwretd    0.157338
SMB       0.067617
HML      -0.002473
dtype: float64, 22426: const    -0.014869
vwretd    1.379272
SMB       0.028130
HML       0.000170
dtype: float64, 22428: const    -0.037136
vwretd    0.549578
SMB      -0.012693
HML      -0.001210
dtype: float64, 22429: const    -0.000187
vwretd    0.834454
SMB       0.019261
HML      -0.000353
dtype: float64, 22430: const     0.008789
vwretd    0.807115
SMB       0.006266
HML       0.004603
dtype: float64, 22431: const    -0.010835
vwretd    1.038845
SMB       0.008063
HML       0.007717
dtype: float64, 22433: const    -0.007283
vwretd    1.009284
SMB      -0.008333
HML      -0.000457
dtype: float64, 22434: const     0.001099
vwretd    0.813667
SMB      -0.020006
HML      -0.009660
dtype: float64, 22435: const     0.004197
vwretd    0.990431
SMB      -0.001255
HML       0.001135
dtype: float64, 22436: const    -0.012684
vwretd    0.592436
SMB      -0.007340
HML      -0.005903
dtype: float64, 22437: const     0.003598
vwretd    0.415746
SMB       0.000068
HML       0.003659
dtype: float64, 22438: const     0.032297
vwretd    1.102984
SMB       0.031128
HML       0.009681
dtype: float64, 22439: const     0.004368
vwretd    0.033557
SMB      -0.000548
HML      -0.000011
dtype: float64, 22440: const     0.010088
vwretd   -0.008836
SMB      -0.002500
HML      -0.000379
dtype: float64, 22441: const     0.006443
vwretd    1.183917
SMB       0.000627
HML       0.000733
dtype: float64, 22442: const     0.009553
vwretd    1.082551
SMB      -0.026184
HML      -0.008112
dtype: float64, 22443: const    -0.001728
vwretd    1.035373
SMB      -0.000322
HML      -0.001927
dtype: float64, 22444: const     0.002214
vwretd    1.116264
SMB      -0.022958
HML      -0.003972
dtype: float64, 22445: const    -0.008159
vwretd    1.017882
SMB       0.006787
HML       0.003598
dtype: float64, 22446: const    -0.003864
vwretd    0.769541
SMB      -0.014756
HML      -0.002966
dtype: float64, 22447: const     0.004441
vwretd    0.023993
SMB      -0.002154
HML      -0.000805
dtype: float64, 22448: const     0.006001
vwretd    0.413939
SMB       0.010439
HML       0.001951
dtype: float64, 22449: const     0.027952
vwretd    2.693694
SMB       0.001616
HML       0.007950
dtype: float64, 22450: const    -0.030040
vwretd    1.881910
SMB       0.015425
HML       0.001194
dtype: float64, 22451: const    -0.008890
vwretd    1.085129
SMB      -0.010567
HML      -0.006436
dtype: float64, 22452: const    -0.012489
vwretd    0.462227
SMB      -0.005006
HML      -0.002191
dtype: float64, 22453: const    -0.003182
vwretd    0.856382
SMB       0.011372
HML       0.004445
dtype: float64, 22454: const    -0.012717
vwretd    0.640977
SMB      -0.002290
HML       0.002449
dtype: float64, 22455: const    -0.011555
vwretd    0.495888
SMB      -0.008084
HML      -0.003076
dtype: float64, 22456: const    -0.029248
vwretd    1.131787
SMB       0.044546
HML      -0.012559
dtype: float64, 22457: const     0.001435
vwretd    0.441468
SMB      -0.008150
HML      -0.005888
dtype: float64, 22458: const    -0.005097
vwretd    0.525867
SMB      -0.003339
HML      -0.001005
dtype: float64, 22459: const    -0.008270
vwretd    0.816785
SMB      -0.005032
HML       0.003407
dtype: float64, 22460: const    -0.005735
vwretd    1.007203
SMB       0.008171
HML      -0.006740
dtype: float64, 22461: const     0.002347
vwretd    1.056766
SMB       0.011959
HML       0.002837
dtype: float64, 22462: const     0.000172
vwretd    0.161968
SMB      -0.003499
HML      -0.001501
dtype: float64, 22463: const     0.007510
vwretd    0.269793
SMB      -0.000521
HML      -0.001236
dtype: float64, 22464: const     0.007446
vwretd    0.501641
SMB       0.000052
HML       0.000892
dtype: float64, 22465: const    -0.047280
vwretd    2.280661
SMB       0.059276
HML      -0.018159
dtype: float64, 22466: const    -0.021075
vwretd    0.370685
SMB      -0.011474
HML      -0.015896
dtype: float64, 22467: const    -0.000106
vwretd    1.022486
SMB      -0.002882
HML       0.000613
dtype: float64, 22468: const    -0.004230
vwretd    1.033367
SMB       0.006683
HML      -0.005827
dtype: float64, 22469: const     0.003739
vwretd    0.358809
SMB      -0.006157
HML      -0.004068
dtype: float64, 22470: const     0.005418
vwretd    0.027550
SMB      -0.001321
HML      -0.000318
dtype: float64, 22471: const     0.009756
vwretd    1.025667
SMB       0.002802
HML       0.004027
dtype: float64, 22472: const     0.015729
vwretd    1.284218
SMB      -0.008444
HML      -0.003047
dtype: float64, 22473: const     0.002984
vwretd    0.363179
SMB      -0.003027
HML      -0.005099
dtype: float64, 22474: const     0.003377
vwretd    0.050378
SMB      -0.001645
HML       0.000101
dtype: float64, 22475: const     0.000783
vwretd    0.991931
SMB      -0.004281
HML       0.004651
dtype: float64, 22476: const     0.001880
vwretd    1.114402
SMB       0.002804
HML      -0.006956
dtype: float64, 22477: const    -0.000336
vwretd    0.777065
SMB       0.007362
HML      -0.004298
dtype: float64, 22478: const    -0.006059
vwretd    0.830720
SMB       0.001719
HML       0.005412
dtype: float64, 22479: const    -0.030311
vwretd    1.493438
SMB       0.003524
HML      -0.001337
dtype: float64, 22480: const     0.003639
vwretd   -0.022979
SMB       0.000387
HML      -0.000533
dtype: float64, 22481: const    -0.000686
vwretd    1.018174
SMB      -0.001883
HML       0.000244
dtype: float64, 22482: const    -0.005036
vwretd    0.883702
SMB       0.001400
HML       0.005719
dtype: float64, 22483: const     0.005182
vwretd    1.100802
SMB      -0.015002
HML      -0.004577
dtype: float64, 22484: const     0.006462
vwretd    0.679837
SMB      -0.004018
HML      -0.008707
dtype: float64, 22485: const    -0.001963
vwretd    0.397745
SMB      -0.008251
HML      -0.004449
dtype: float64, 22486: const     0.002620
vwretd    0.808440
SMB       0.002304
HML      -0.003597
dtype: float64, 22487: const     0.002560
vwretd    1.010511
SMB      -0.004816
HML      -0.005600
dtype: float64, 22488: const     0.003569
vwretd    1.329597
SMB       0.016934
HML      -0.003056
dtype: float64, 22489: const     0.011738
vwretd    0.354268
SMB       0.021609
HML      -0.004333
dtype: float64, 22490: const     0.003228
vwretd    1.076009
SMB      -0.003211
HML      -0.004328
dtype: float64, 22491: const     0.005025
vwretd    1.009288
SMB       0.006106
HML      -0.000043
dtype: float64, 22492: const    -0.010526
vwretd    1.154006
SMB       0.002225
HML       0.004547
dtype: float64, 22493: const     0.014267
vwretd    0.992049
SMB       0.001361
HML       0.003374
dtype: float64, 22494: const    -0.033444
vwretd    0.933768
SMB       0.013593
HML      -0.002542
dtype: float64, 22495: const    -0.014209
vwretd    0.981370
SMB       0.000477
HML       0.003413
dtype: float64, 22496: const     0.004166
vwretd    0.630847
SMB      -0.001932
HML       0.002536
dtype: float64, 22497: const     0.003444
vwretd    1.241082
SMB       0.017806
HML      -0.012028
dtype: float64, 22498: const    -0.001163
vwretd    1.328076
SMB      -0.011469
HML      -0.011522
dtype: float64, 22499: const     0.011127
vwretd    0.691015
SMB      -0.064613
HML      -0.010132
dtype: float64, 22500: const     0.004967
vwretd    0.015128
SMB       0.000456
HML       0.000087
dtype: float64, 22501: const     0.003605
vwretd    0.008877
SMB      -0.000213
HML      -0.000042
dtype: float64, 22502: const     0.005642
vwretd    0.001802
SMB      -0.000503
HML      -0.000176
dtype: float64, 22503: const     0.010717
vwretd    0.458143
SMB       0.054333
HML       0.012582
dtype: float64, 22504: const     0.004785
vwretd   -0.004720
SMB       0.000567
HML       0.000589
dtype: float64, 22505: const     0.005628
vwretd   -0.007366
SMB      -0.000382
HML      -0.000174
dtype: float64, 22506: const     0.004832
vwretd   -0.004679
SMB      -0.000299
HML       0.000100
dtype: float64, 22507: const     0.005915
vwretd   -0.008586
SMB      -0.000232
HML      -0.000090
dtype: float64, 22508: const     0.005930
vwretd    0.009068
SMB      -0.001466
HML      -0.000789
dtype: float64, 22509: const     0.000078
vwretd    1.078489
SMB       0.000075
HML       0.002913
dtype: float64, 22510: const    -0.008033
vwretd    0.611635
SMB       0.036459
HML       0.002441
dtype: float64, 22511: const     0.005406
vwretd    0.035823
SMB      -0.000184
HML       0.000339
dtype: float64, 22512: const     0.004139
vwretd    0.035474
SMB       0.000237
HML       0.000318
dtype: float64, 22513: const     0.005477
vwretd   -0.016713
SMB       0.000290
HML       0.000479
dtype: float64, 22514: const     0.349803
vwretd    1.818526
SMB       0.089878
HML      -0.140836
dtype: float64, 22515: const     0.002836
vwretd    0.263296
SMB      -0.002119
HML      -0.002927
dtype: float64, 22516: const    -0.053520
vwretd   -0.029338
SMB      -0.000258
HML       0.008578
dtype: float64, 22517: const     0.003159
vwretd    0.570607
SMB      -0.001977
HML       0.003110
dtype: float64, 22518: const    -0.011033
vwretd    0.483352
SMB       0.015705
HML       0.006959
dtype: float64, 22519: const     0.004963
vwretd   -0.007539
SMB      -0.000566
HML       0.000036
dtype: float64, 22520: const    -0.066495
vwretd    0.593988
SMB       0.016746
HML      -0.028822
dtype: float64, 22521: const     0.004756
vwretd    0.020179
SMB      -0.001236
HML      -0.000394
dtype: float64, 22522: const     0.005220
vwretd    0.053950
SMB      -0.002326
HML      -0.000778
dtype: float64, 22523: const    -0.155535
vwretd   -0.559031
SMB       0.001308
HML      -0.036393
dtype: float64, 22524: const     0.012402
vwretd   -0.079996
SMB       0.000239
HML       0.001064
dtype: float64, 22525: const     0.011202
vwretd    0.875593
SMB       0.005849
HML      -0.007150
dtype: float64, 22526: const    -0.016429
vwretd   -2.714776
SMB       0.037627
HML      -0.026941
dtype: float64, 22527: const     0.006340
vwretd   -0.056215
SMB       0.000494
HML       0.000704
dtype: float64, 22528: const     0.004527
vwretd   -0.005407
SMB      -0.000969
HML      -0.000269
dtype: float64, 22529: const     0.006031
vwretd    0.009024
SMB       0.000135
HML      -0.000161
dtype: float64, 22530: const    -0.088413
vwretd    0.830465
SMB       0.065561
HML       0.043408
dtype: float64, 22531: const     0.004758
vwretd   -0.014663
SMB      -0.000673
HML       0.000166
dtype: float64, 22532: const     0.004523
vwretd    0.001447
SMB      -0.000177
HML       0.000345
dtype: float64, 22533: const     0.001555
vwretd    1.104071
SMB       0.007388
HML       0.001911
dtype: float64, 22534: const    -0.003519
vwretd    0.142246
SMB       0.011155
HML      -0.002999
dtype: float64, 22535: const     0.005622
vwretd   -0.008668
SMB       0.000071
HML       0.000624
dtype: float64, 22536: const    -0.019599
vwretd   -0.933648
SMB       0.009981
HML       0.014279
dtype: float64, 22537: const    -0.106661
vwretd    1.214592
SMB       0.008704
HML       0.003404
dtype: float64, 22538: const    -0.057385
vwretd   -0.230778
SMB       0.040128
HML       0.021399
dtype: float64, 22539: const     0.005933
vwretd    0.024818
SMB       0.003430
HML       0.004031
dtype: float64, 22540: const     0.011282
vwretd   -0.038565
SMB      -0.002536
HML      -0.000733
dtype: float64, 22541: const     0.000814
vwretd    0.741271
SMB      -0.001000
HML       0.004345
dtype: float64, 22542: const    -0.031165
vwretd    8.729155
SMB      -0.151040
HML       0.139203
dtype: float64, 22543: const     0.005475
vwretd    0.008411
SMB      -0.000151
HML      -0.000068
dtype: float64, 22544: const     0.004143
vwretd   -0.000767
SMB      -0.000422
HML      -0.000281
dtype: float64, 22545: const     0.004575
vwretd    0.002365
SMB       0.000017
HML       0.000380
dtype: float64, 22546: const     0.004372
vwretd    0.001760
SMB       0.000476
HML       0.000510
dtype: float64, 22547: const     0.003222
vwretd    0.007968
SMB      -0.000424
HML       0.000292
dtype: float64, 22548: const     0.012287
vwretd   -0.097116
SMB      -0.000490
HML       0.000340
dtype: float64, 22549: const     0.004021
vwretd   -0.000686
SMB      -0.001179
HML      -0.000293
dtype: float64, 22550: const    -0.000797
vwretd    0.668602
SMB      -0.002973
HML      -0.002535
dtype: float64, 22551: const     0.362263
vwretd   -7.005556
SMB       0.085409
HML       0.113839
dtype: float64, 22552: const     0.005402
vwretd    0.005655
SMB      -0.000508
HML      -0.000173
dtype: float64, 22553: const    -0.213199
vwretd    3.133369
SMB      -0.061054
HML      -0.015791
dtype: float64, 22554: const     0.004265
vwretd   -0.013460
SMB      -0.000113
HML      -0.000159
dtype: float64, 22555: const     0.003220
vwretd    1.165938
SMB      -0.001635
HML      -0.000386
dtype: float64, 22556: const     0.004642
vwretd    0.009716
SMB       0.000397
HML       0.000159
dtype: float64, 22557: const    -0.026905
vwretd    0.748426
SMB      -0.049903
HML      -0.013875
dtype: float64, 22558: const     0.056645
vwretd    1.081138
SMB      -0.022485
HML      -0.017557
dtype: float64, 22559: const     0.004106
vwretd   -0.013744
SMB      -0.000818
HML       0.000345
dtype: float64, 22560: const     0.004558
vwretd   -0.015056
SMB      -0.000459
HML       0.000468
dtype: float64, 22561: const    -0.092467
vwretd   -0.195853
SMB      -0.000065
HML       0.000874
dtype: float64, 22562: const     0.068100
vwretd   -0.624787
SMB      -0.084521
HML      -0.025585
dtype: float64, 22563: const     0.002656
vwretd    0.015576
SMB      -0.000344
HML       0.000611
dtype: float64, 22564: const     0.003744
vwretd    0.013551
SMB      -0.000633
HML       0.000323
dtype: float64, 22565: const    -0.196490
vwretd   -1.045916
SMB       0.139952
HML       0.027977
dtype: float64, 22566: const     0.002183
vwretd    0.006157
SMB       0.002473
HML       0.001938
dtype: float64, 22567: const     0.005217
vwretd   -0.006441
SMB      -0.000530
HML      -0.000035
dtype: float64, 22568: const     0.000521
vwretd    1.090706
SMB       0.004051
HML       0.000664
dtype: float64, 22569: const     0.002347
vwretd    0.321099
SMB       0.004997
HML       0.003851
dtype: float64, 22570: const     0.004291
vwretd    0.027275
SMB      -0.002322
HML      -0.001001
dtype: float64, 22571: const     0.004396
vwretd   -0.006900
SMB      -0.000291
HML      -0.000014
dtype: float64, 22572: const     0.004973
vwretd    0.012446
SMB      -0.000861
HML      -0.000301
dtype: float64, 22573: const     0.003890
vwretd    0.001516
SMB      -0.000219
HML       0.000334
dtype: float64, 22574: const     0.002909
vwretd   -0.007766
SMB       0.000616
HML       0.000267
dtype: float64, 22575: const     0.002932
vwretd    0.032712
SMB      -0.000962
HML       0.000054
dtype: float64, 22576: const     0.003624
vwretd    0.559144
SMB       0.008585
HML       0.006884
dtype: float64, 22577: const     0.019152
vwretd    0.619088
SMB       0.017922
HML      -0.005787
dtype: float64, 22578: const    -0.150438
vwretd    1.291883
SMB       0.083393
HML       0.029487
dtype: float64, 22579: const     0.004640
vwretd    0.020681
SMB      -0.000496
HML      -0.000021
dtype: float64, 22580: const     0.003793
vwretd    0.010924
SMB       0.000196
HML       0.000238
dtype: float64, 22581: const     0.000223
vwretd    0.104766
SMB      -0.002518
HML       0.000211
dtype: float64, 22582: const     0.005093
vwretd    0.021868
SMB       0.000169
HML      -0.000590
dtype: float64, 22583: const    -0.153306
vwretd   -0.462896
SMB      -0.044026
HML       0.013526
dtype: float64, 22584: const    -0.008072
vwretd    0.452110
SMB       0.003781
HML       0.010260
dtype: float64, 22585: const    -0.003847
vwretd    0.874545
SMB       0.014952
HML      -0.006543
dtype: float64, 22586: const    -0.032838
vwretd    0.158567
SMB       0.026131
HML      -0.008135
dtype: float64, 22587: const     0.003244
vwretd    0.019154
SMB      -0.000598
HML      -0.000344
dtype: float64, 22588: const     0.004727
vwretd    0.000538
SMB       0.000329
HML       0.000491
dtype: float64, 22589: const     0.007025
vwretd    0.200639
SMB      -0.008826
HML      -0.002154
dtype: float64, 22590: const     0.002391
vwretd    0.022078
SMB      -0.000339
HML      -0.000463
dtype: float64, 22591: const     0.007037
vwretd   -0.032308
SMB      -0.002063
HML      -0.001291
dtype: float64, 22592: const     0.003196
vwretd    0.940397
SMB      -0.002220
HML      -0.000223
dtype: float64, 22593: const    -0.014655
vwretd    1.324357
SMB       0.014432
HML       0.011412
dtype: float64, 22594: const     0.005725
vwretd    0.001039
SMB      -0.000595
HML      -0.000049
dtype: float64, 22595: const     0.009146
vwretd    0.124198
SMB      -0.012891
HML       0.003164
dtype: float64, 22596: const     0.004184
vwretd    0.016317
SMB      -0.000258
HML       0.000275
dtype: float64, 22597: const     0.004454
vwretd   -0.005202
SMB      -0.000019
HML       0.000286
dtype: float64, 22598: const    -0.096408
vwretd    0.237561
SMB       0.052766
HML       0.027592
dtype: float64, 22599: const    -0.006996
vwretd   -0.140935
SMB      -0.003224
HML       0.003180
dtype: float64, 22600: const     0.003653
vwretd    0.020829
SMB      -0.000602
HML       0.000112
dtype: float64, 22601: const     0.004269
vwretd    0.032344
SMB      -0.001275
HML      -0.000099
dtype: float64, 22602: const    -0.140690
vwretd    1.886537
SMB      -0.019160
HML      -0.024120
dtype: float64, 22603: const    -0.168742
vwretd    1.284414
SMB      -0.062463
HML       0.020280
dtype: float64, 22604: const     0.005497
vwretd   -0.011224
SMB      -0.000442
HML      -0.000097
dtype: float64, 22605: const    -0.002470
vwretd    0.877555
SMB       0.015032
HML       0.003349
dtype: float64, 22606: const     0.004285
vwretd    0.019936
SMB      -0.000050
HML       0.000025
dtype: float64, 22607: const     0.004854
vwretd    0.001065
SMB      -0.000008
HML       0.000179
dtype: float64, 22608: const     0.003602
vwretd    0.007669
SMB       0.000013
HML       0.000320
dtype: float64, 22609: const    -0.070138
vwretd    0.006710
SMB       0.032296
HML      -0.051152
dtype: float64, 22610: const    -0.098360
vwretd   -1.426114
SMB       0.164842
HML       0.055640
dtype: float64, 22611: const     0.012660
vwretd    2.272447
SMB       0.011477
HML      -0.000949
dtype: float64, 22612: const     0.005809
vwretd    0.017812
SMB      -0.002159
HML      -0.000852
dtype: float64, 22613: const     0.001801
vwretd    0.613183
SMB      -0.001792
HML       0.004850
dtype: float64, 22614: const     0.011808
vwretd   -0.663018
SMB       0.001999
HML       0.003150
dtype: float64, 22615: const     0.003884
vwretd   -0.013241
SMB      -0.000770
HML       0.000362
dtype: float64, 22616: const     0.004076
vwretd   -0.013310
SMB       0.000309
HML       0.000306
dtype: float64, 22617: const    -0.015425
vwretd    1.088942
SMB       0.011510
HML      -0.007862
dtype: float64, 22618: const     0.088364
vwretd    2.077655
SMB       0.023165
HML      -0.020023
dtype: float64, 22619: const    -0.063771
vwretd    0.579051
SMB       0.067986
HML       0.043605
dtype: float64, 22620: const    -0.110451
vwretd    0.720383
SMB      -0.009829
HML       0.038928
dtype: float64, 22621: const    -0.004684
vwretd    1.007962
SMB       0.026237
HML       0.003845
dtype: float64, 22622: const    -0.083426
vwretd    3.832714
SMB       0.014363
HML       0.010917
dtype: float64, 22623: const     -3.366140
vwretd   -27.048150
SMB       -1.086747
HML        0.706790
dtype: float64, 22624: const     0.004725
vwretd    0.026620
SMB      -0.000502
HML       0.000069
dtype: float64, 22625: const     0.004505
vwretd   -0.012344
SMB      -0.000353
HML       0.000252
dtype: float64, 22626: const    -0.066122
vwretd   -0.799743
SMB      -0.032448
HML       0.047519
dtype: float64, 22627: const    -0.051702
vwretd   -8.063207
SMB      -0.148429
HML       0.117610
dtype: float64, 22628: const     0.003680
vwretd    0.000700
SMB      -0.000225
HML       0.000233
dtype: float64, 22629: const     0.467192
vwretd    7.744701
SMB       0.132069
HML      -0.171445
dtype: float64, 22630: const     0.006304
vwretd    0.023074
SMB       0.000458
HML       0.000104
dtype: float64, 22631: const    -0.001502
vwretd   -0.078388
SMB      -0.002776
HML       0.001720
dtype: float64, 22632: const     0.002571
vwretd   -0.028844
SMB      -0.001295
HML       0.001010
dtype: float64, 22633: const     0.003576
vwretd   -0.022238
SMB      -0.001447
HML       0.000230
dtype: float64, 22634: const    -0.321897
vwretd   -2.919770
SMB      -0.016027
HML       0.032955
dtype: float64, 22635: const     0.005040
vwretd    0.062838
SMB      -0.001892
HML      -0.000856
dtype: float64, 22636: const    -0.012832
vwretd    0.320735
SMB       0.006781
HML      -0.001093
dtype: float64, 22637: const     0.180405
vwretd   -0.072674
SMB       0.226497
HML      -0.019604
dtype: float64, 22638: const    -0.199715
vwretd   -1.566988
SMB      -0.023333
HML       0.058753
dtype: float64, 22639: const     0.008021
vwretd    0.055192
SMB       0.001223
HML      -0.000418
dtype: float64, 22640: const     0.004176
vwretd    0.013222
SMB      -0.000205
HML       0.000208
dtype: float64, 22641: const     0.006287
vwretd    0.042909
SMB       0.000238
HML      -0.000215
dtype: float64, 22642: const     0.002527
vwretd   -0.018795
SMB      -0.000281
HML       0.000677
dtype: float64, 22643: const     0.067975
vwretd    3.060938
SMB       0.092335
HML      -0.077306
dtype: float64, 22644: const     0.062036
vwretd    1.838783
SMB      -0.015234
HML      -0.023987
dtype: float64, 22645: const     0.013460
vwretd    0.207777
SMB      -0.001361
HML      -0.003270
dtype: float64, 22646: const     0.012305
vwretd    0.134039
SMB       0.001444
HML      -0.002584
dtype: float64, 22647: const    -0.000867
vwretd   -0.121112
SMB      -0.001919
HML       0.002081
dtype: float64, 22648: const     0.001400
vwretd    1.008505
SMB       0.005174
HML       0.002229
dtype: float64, 22650: const     0.001511
vwretd   -0.030035
SMB      -0.002241
HML       0.001000
dtype: float64, 22651: const     0.011062
vwretd    0.077964
SMB       0.000908
HML      -0.001904
dtype: float64, 22652: const     0.006369
vwretd    0.015693
SMB      -0.000419
HML      -0.000460
dtype: float64, 22653: const     0.007421
vwretd    0.041022
SMB       0.000184
HML      -0.000334
dtype: float64, 22654: const     0.005197
vwretd   -0.020443
SMB      -0.000637
HML       0.000077
dtype: float64, 22655: const    -0.186054
vwretd   -1.184178
SMB       0.011780
HML      -0.001861
dtype: float64, 22656: const     0.013871
vwretd    1.200488
SMB       0.010208
HML      -0.010410
dtype: float64, 22657: const     0.040574
vwretd    1.899720
SMB       0.014328
HML      -0.004357
dtype: float64, 22658: const     0.208686
vwretd    1.700164
SMB       0.067709
HML      -0.041243
dtype: float64, 22659: const     0.465381
vwretd    7.301540
SMB       0.160832
HML      -0.119529
dtype: float64, 22660: const     0.119671
vwretd    4.570530
SMB       0.068818
HML      -0.083603
dtype: float64, 22661: const    -0.000361
vwretd   -0.037715
SMB      -0.001589
HML       0.001403
dtype: float64, 22662: const     0.006027
vwretd    0.041023
SMB       0.000375
HML      -0.000352
dtype: float64, 22663: const    -0.002564
vwretd   -0.201243
SMB      -0.002454
HML       0.003442
dtype: float64, 22664: const    -0.003712
vwretd    1.079705
SMB       0.012053
HML       0.005173
dtype: float64, 22665: const    -0.011501
vwretd    0.242118
SMB       0.054870
HML       0.043166
dtype: float64, 22666: const     0.006392
vwretd    0.008744
SMB      -0.000972
HML      -0.000169
dtype: float64, 22667: const    -0.271804
vwretd   -1.785257
SMB       0.035182
HML       0.097968
dtype: float64, 22668: const    -0.000977
vwretd   -0.055593
SMB      -0.001990
HML       0.001442
dtype: float64, 22669: const     0.002965
vwretd   -0.016936
SMB      -0.000872
HML       0.000559
dtype: float64, 22670: const     0.014660
vwretd    1.691183
SMB       0.050692
HML      -0.112999
dtype: float64, 22671: const    -0.016706
vwretd   -0.183451
SMB       0.007217
HML       0.001656
dtype: float64, 22672: const     0.009905
vwretd    0.776117
SMB       0.003896
HML      -0.000922
dtype: float64, 22673: const     0.023435
vwretd    0.536381
SMB       0.007616
HML      -0.006168
dtype: float64, 22674: const    -0.000916
vwretd   -0.072519
SMB      -0.002424
HML       0.001395
dtype: float64, 22675: const     0.029993
vwretd    1.353036
SMB       0.009225
HML      -0.010588
dtype: float64, 22676: const     0.004071
vwretd    0.135061
SMB      -0.000212
HML      -0.001479
dtype: float64, 22677: const    -0.018982
vwretd   -1.173406
SMB      -0.019633
HML       0.016706
dtype: float64, 22678: const     0.001083
vwretd   -0.072050
SMB      -0.001592
HML       0.000498
dtype: float64, 22679: const    -0.009122
vwretd    0.664335
SMB       0.038985
HML      -0.002996
dtype: float64, 22680: const    -0.008206
vwretd    1.376897
SMB       0.004477
HML       0.004626
dtype: float64, 22681: const    -0.019160
vwretd    1.260948
SMB       0.005999
HML       0.011490
dtype: float64, 22682: const     0.140800
vwretd    2.728030
SMB      -0.018737
HML      -0.056023
dtype: float64, 22683: const     0.005892
vwretd    0.030670
SMB      -0.000569
HML      -0.000133
dtype: float64, 22684: const    -0.100010
vwretd   -0.022512
SMB      -0.028564
HML       0.005619
dtype: float64, 22685: const     0.006278
vwretd    0.009908
SMB      -0.001196
HML      -0.000800
dtype: float64, 22686: const     0.035927
vwretd    1.536421
SMB      -0.021188
HML      -0.015785
dtype: float64, 22687: const     0.000092
vwretd   -0.043296
SMB      -0.001471
HML       0.001422
dtype: float64, 22688: const     0.010321
vwretd    0.102911
SMB       0.002113
HML      -0.001188
dtype: float64, 22689: const     0.110221
vwretd    0.363454
SMB       0.122885
HML       0.070087
dtype: float64, 22690: const    -0.000419
vwretd   -0.070831
SMB      -0.002370
HML       0.001006
dtype: float64, 22691: const     0.000860
vwretd   -0.060587
SMB      -0.000809
HML       0.001254
dtype: float64, 22692: const     0.027315
vwretd    1.303211
SMB       0.025791
HML      -0.016100
dtype: float64, 22693: const    -0.001995
vwretd   -0.099555
SMB      -0.001742
HML       0.001617
dtype: float64, 22694: const    -0.002177
vwretd   -0.130455
SMB      -0.003595
HML       0.000822
dtype: float64, 22695: const     0.005159
vwretd    0.858927
SMB       0.007051
HML       0.002744
dtype: float64, 22696: const    -0.015518
vwretd    0.699902
SMB      -0.017217
HML       0.004575
dtype: float64, 22697: const     0.011687
vwretd    0.743275
SMB       0.003814
HML      -0.003052
dtype: float64, 22698: const    -0.001633
vwretd    1.007014
SMB       0.007480
HML       0.006652
dtype: float64, 22699: const    -0.002773
vwretd    1.091327
SMB       0.006555
HML       0.006821
dtype: float64, 22700: const     0.024528
vwretd    1.291853
SMB       0.010436
HML       0.011779
dtype: float64, 22701: const     0.000923
vwretd    1.138284
SMB       0.013089
HML      -0.004748
dtype: float64, 22702: const    -0.103629
vwretd    2.895647
SMB       0.074908
HML       0.050808
dtype: float64, 22703: const     0.006080
vwretd    0.060603
SMB       0.000212
HML      -0.000325
dtype: float64, 22704: const     0.000523
vwretd   -0.072988
SMB      -0.001715
HML       0.000917
dtype: float64, 22705: const     0.014682
vwretd    1.163897
SMB       0.010572
HML      -0.014071
dtype: float64, 22706: const     0.008997
vwretd    0.564471
SMB       0.003445
HML      -0.008175
dtype: float64, 22707: const    -0.000375
vwretd    0.270803
SMB      -0.004167
HML      -0.000498
dtype: float64, 22709: const     0.098444
vwretd    1.691686
SMB       0.023682
HML      -0.027010
dtype: float64, 22710: const     0.003809
vwretd    2.035465
SMB      -0.002575
HML       0.004170
dtype: float64, 22711: const    -0.072100
vwretd    1.395105
SMB       0.038210
HML       0.113589
dtype: float64, 22712: const    -0.052542
vwretd    1.416221
SMB       0.027769
HML       0.014262
dtype: float64, 22713: const     0.024663
vwretd    0.647504
SMB      -0.007768
HML       0.000887
dtype: float64, 22714: const     0.015360
vwretd    1.985173
SMB      -0.026060
HML      -0.018105
dtype: float64, 22715: const    -0.000270
vwretd   -0.027618
SMB      -0.001434
HML       0.001219
dtype: float64, 22716: const     0.025284
vwretd    1.568525
SMB      -0.003033
HML      -0.012601
dtype: float64, 22717: const    -0.005035
vwretd    0.662044
SMB      -0.000578
HML       0.004633
dtype: float64, 22718: const    -0.005191
vwretd    0.993996
SMB      -0.001567
HML       0.001092
dtype: float64, 22719: const    -0.007859
vwretd    0.968058
SMB      -0.002163
HML       0.001782
dtype: float64, 22720: const     0.006047
vwretd    0.907332
SMB       0.001002
HML      -0.000784
dtype: float64, 22721: const    -0.005637
vwretd    1.219396
SMB      -0.001222
HML      -0.006131
dtype: float64, 22722: const     0.002388
vwretd   -0.008641
SMB      -0.000619
HML       0.000602
dtype: float64, 22723: const     0.000102
vwretd   -0.090726
SMB      -0.003217
HML       0.000688
dtype: float64, 22724: const     0.041869
vwretd    0.775865
SMB       0.008036
HML      -0.011171
dtype: float64, 22725: const     0.019115
vwretd    1.046171
SMB       0.010531
HML      -0.001981
dtype: float64, 22726: const    -0.001562
vwretd   -0.061844
SMB      -0.001817
HML       0.001819
dtype: float64, 22727: const    -0.005613
vwretd    0.942856
SMB       0.000512
HML       0.002943
dtype: float64, 22728: const    -0.004459
vwretd    1.209837
SMB       0.006534
HML       0.009720
dtype: float64, 22729: const     0.000919
vwretd    0.918117
SMB       0.002791
HML      -0.001380
dtype: float64, 22730: const     0.013342
vwretd    0.871060
SMB      -0.009589
HML      -0.010582
dtype: float64, 22731: const     0.001165
vwretd   -0.063336
SMB      -0.001097
HML       0.001101
dtype: float64, 22735: const    -0.003282
vwretd    1.014691
SMB       0.005652
HML      -0.005743
dtype: float64, 22736: const     0.000843
vwretd    1.136049
SMB      -0.006802
HML       0.005971
dtype: float64, 22737: const    -0.010065
vwretd    0.161568
SMB       0.022137
HML      -0.005016
dtype: float64, 22738: const    -0.004303
vwretd   -0.158893
SMB      -0.003176
HML       0.002245
dtype: float64, 22739: const     0.002534
vwretd    0.704911
SMB      -0.018477
HML      -0.009590
dtype: float64, 22740: const     0.061408
vwretd    1.345879
SMB      -0.004879
HML      -0.031027
dtype: float64, 22741: const    -0.018548
vwretd    0.588745
SMB       0.003863
HML       0.000799
dtype: float64, 22742: const     0.004987
vwretd   -0.011668
SMB      -0.000078
HML      -0.000354
dtype: float64, 22743: const     0.024128
vwretd    1.612657
SMB      -0.008251
HML      -0.014355
dtype: float64, 22744: const     0.001610
vwretd    0.789859
SMB       0.007887
HML      -0.003097
dtype: float64, 22745: const    -0.097952
vwretd    0.319094
SMB       0.029897
HML       0.002582
dtype: float64, 22746: const    -0.002832
vwretd   -0.103140
SMB      -0.002399
HML       0.001722
dtype: float64, 22747: const    -0.070732
vwretd   -0.909421
SMB      -0.011648
HML       0.019378
dtype: float64, 22748: const     0.006612
vwretd    0.055159
SMB      -0.001434
HML      -0.000641
dtype: float64, 22749: const     0.005081
vwretd   -0.008657
SMB      -0.000694
HML       0.000679
dtype: float64, 22750: const    -0.000860
vwretd   -0.077297
SMB      -0.001678
HML       0.001862
dtype: float64, 22751: const     0.007293
vwretd    0.045744
SMB       0.000067
HML      -0.000301
dtype: float64, 22752: const     0.007359
vwretd    0.796547
SMB      -0.006464
HML      -0.002545
dtype: float64, 22753: const     0.003076
vwretd    1.651209
SMB       0.011230
HML       0.006257
dtype: float64, 22754: const     0.004108
vwretd   -0.053626
SMB      -0.001497
HML       0.000270
dtype: float64, 22755: const     0.002255
vwretd   -0.041338
SMB      -0.001706
HML       0.000652
dtype: float64, 22756: const    -0.114285
vwretd   -1.095881
SMB       0.025580
HML       0.025395
dtype: float64, 22757: const     0.083209
vwretd   -0.010699
SMB       0.008461
HML      -0.024262
dtype: float64, 22758: const     11.504123
vwretd    90.894109
SMB        3.757064
HML       -2.311372
dtype: float64, 22759: const     0.025173
vwretd    0.170519
SMB       0.006044
HML      -0.004278
dtype: float64, 22760: const    -0.006117
vwretd    1.204021
SMB       0.009084
HML       0.004323
dtype: float64, 22762: const     0.036572
vwretd    0.280405
SMB       0.009407
HML      -0.007036
dtype: float64, 22763: const     -6.709693
vwretd   -52.358533
SMB       -2.185497
HML        1.345163
dtype: float64, 22764: const     0.261946
vwretd    2.118142
SMB       0.084394
HML      -0.053113
dtype: float64, 22765: const      4.207452
vwretd    38.030403
SMB        1.411295
HML       -0.930472
dtype: float64, 22766: const     0.312967
vwretd    2.499967
SMB       0.099990
HML      -0.063353
dtype: float64, 22767: const      6.324288
vwretd    55.128123
SMB        2.071982
HML       -1.372103
dtype: float64, 22768: const    -1.256603
vwretd   -8.083093
SMB      -0.403939
HML       0.230880
dtype: float64, 22769: const     0.293012
vwretd    2.304232
SMB       0.093325
HML      -0.059546
dtype: float64, 22770: const     0.125415
vwretd    1.005136
SMB       0.038777
HML      -0.024423
dtype: float64, 22771: const     -9.323207
vwretd   -56.168384
SMB       -4.546842
HML        1.667392
dtype: float64, 22772: const      1.160180
vwretd    11.678652
SMB        0.423397
HML       -0.228263
dtype: float64, 22773: const     0.195191
vwretd    1.621250
SMB       0.063286
HML      -0.038982
dtype: float64, 22774: const     0.114986
vwretd    0.881540
SMB       0.035043
HML      -0.022395
dtype: float64, 22775: const     0.107206
vwretd    0.879372
SMB       0.032516
HML      -0.021247
dtype: float64, 22776: const     0.542892
vwretd    6.675373
SMB       0.334158
HML      -0.070212
dtype: float64, 22777: const     0.043843
vwretd    0.310581
SMB       0.012496
HML      -0.007766
dtype: float64, 22778: const     0.061151
vwretd    0.490688
SMB       0.018224
HML      -0.011380
dtype: float64, 22779: const     0.005607
vwretd    1.176774
SMB       0.004580
HML      -0.004228
dtype: float64, 22780: const     -7.579534
vwretd   -60.663748
SMB       -2.458480
HML        1.539905
dtype: float64, 22781: const     -20.226652
vwretd   -161.312696
SMB        -6.528714
HML         4.133453
dtype: float64, 22782: const     -21.349995
vwretd   -174.441096
SMB        -7.131171
HML         4.439883
dtype: float64, 22783: const     -4.808145
vwretd   -36.746057
SMB       -1.556112
HML        0.933377
dtype: float64, 22784: const     -3.310907
vwretd   -26.407373
SMB       -1.013180
HML        0.681408
dtype: float64, 22785: const      2.925854
vwretd    24.781383
SMB        0.934013
HML       -0.617200
dtype: float64, 22786: const     -4.503066
vwretd   -33.444441
SMB       -1.368866
HML        0.956712
dtype: float64, 22787: const    -0.014881
vwretd    1.383711
SMB       0.013345
HML       0.010891
dtype: float64, 22788: const    -0.032292
vwretd    1.363875
SMB       0.010758
HML       0.032099
dtype: float64, 22789: const    -0.055822
vwretd    0.568128
SMB      -0.018454
HML       0.009492
dtype: float64, 22790: const     0.180462
vwretd    1.450506
SMB       0.055777
HML      -0.036341
dtype: float64, 22791: const    -0.053773
vwretd   -0.518045
SMB      -0.019832
HML       0.012057
dtype: float64, 22792: const     0.422000
vwretd    3.364775
SMB       0.135116
HML      -0.085585
dtype: float64, 22793: const     0.569804
vwretd    7.293236
SMB       0.240718
HML      -0.130035
dtype: float64, 22794: const     0.136860
vwretd    1.115058
SMB       0.043389
HML      -0.026381
dtype: float64, 22795: const     0.004071
vwretd    0.708393
SMB       0.009754
HML      -0.000530
dtype: float64, 22796: const    -0.030189
vwretd    1.537252
SMB       0.004796
HML       0.014691
dtype: float64, 22797: const     -1.790834
vwretd   -16.768025
SMB       -0.527226
HML        0.379070
dtype: float64, 22798: const     -4.247195
vwretd   -30.860998
SMB       -1.317221
HML        0.851066
dtype: float64, 22799: const     -2.022214
vwretd   -16.338293
SMB       -0.660355
HML        0.417786
dtype: float64, 22800: const    -0.047200
vwretd   -0.385375
SMB      -0.016617
HML       0.010732
dtype: float64, 22801: const     0.001714
vwretd    0.520763
SMB       0.118589
HML      -0.053090
dtype: float64, 22802: const    -0.916815
vwretd   -6.885681
SMB      -0.225727
HML       0.229101
dtype: float64, 22803: const     0.174412
vwretd    1.390519
SMB       0.055784
HML      -0.034685
dtype: float64, 22804: const      2.431231
vwretd    24.010006
SMB        0.808264
HML       -0.532677
dtype: float64, 22805: const    -0.651566
vwretd   -3.679254
SMB      -0.127367
HML       0.103576
dtype: float64, 22806: const     0.227459
vwretd    1.854261
SMB       0.074847
HML      -0.046765
dtype: float64, 22807: const     0.940475
vwretd    8.738069
SMB       0.303897
HML      -0.197064
dtype: float64, 22808: const    -0.004456
vwretd    1.365814
SMB       0.013524
HML       0.009538
dtype: float64, 22809: const     0.011619
vwretd    1.094165
SMB       0.015169
HML       0.023993
dtype: float64, 22810: const     0.214250
vwretd    1.642944
SMB       0.068638
HML      -0.042519
dtype: float64, 22811: const      4.155223
vwretd    34.862375
SMB        1.401155
HML       -0.873888
dtype: float64, 22812: const    -0.000412
vwretd    0.000573
SMB       0.000388
HML       0.021910
dtype: float64, 22813: const     0.025926
vwretd    0.527348
SMB       0.005627
HML      -0.003969
dtype: float64, 22814: const     0.313771
vwretd    3.049286
SMB       0.098625
HML      -0.065745
dtype: float64, 22815: const     0.209072
vwretd    2.071817
SMB       0.064496
HML      -0.042840
dtype: float64, 22816: const     0.001214
vwretd    0.986829
SMB       0.012210
HML       0.002544
dtype: float64, 22817: const     0.008796
vwretd    0.173260
SMB       0.000735
HML       0.001302
dtype: float64, 22818: const     0.237852
vwretd    2.338061
SMB       0.074855
HML      -0.048298
dtype: float64, 22819: const     0.463024
vwretd    4.186215
SMB       0.143859
HML      -0.097502
dtype: float64, 22820: const    -0.043042
vwretd    0.082501
SMB      -0.013289
HML       0.009383
dtype: float64, 22821: const     0.231565
vwretd    2.283004
SMB       0.071101
HML      -0.047065
dtype: float64, 22822: const     0.175659
vwretd    1.540040
SMB       0.056000
HML      -0.036931
dtype: float64, 22823: const     0.190350
vwretd    1.503624
SMB       0.060653
HML      -0.038126
dtype: float64, 22824: const    -0.006011
vwretd    0.886788
SMB       0.014758
HML       0.010922
dtype: float64, 22825: const     0.008689
vwretd    0.751946
SMB       0.007205
HML       0.004486
dtype: float64, 22826: const     0.521128
vwretd    5.381992
SMB       0.147171
HML      -0.113499
dtype: float64, 22827: const    -0.421474
vwretd   -2.444687
SMB      -0.138776
HML       0.083199
dtype: float64, 22828: const     0.258313
vwretd    3.018109
SMB       0.080345
HML      -0.051436
dtype: float64, 22829: const     0.789417
vwretd    7.383299
SMB       0.252129
HML      -0.157972
dtype: float64, 22830: const     0.743278
vwretd    7.109900
SMB       0.224544
HML      -0.156772
dtype: float64, 22831: const     0.793236
vwretd    6.907252
SMB       0.251733
HML      -0.167980
dtype: float64, 22832: const    -0.001678
vwretd    1.237875
SMB       0.002426
HML       0.003889
dtype: float64, 22833: const     0.006768
vwretd    0.365582
SMB       0.009336
HML       0.001075
dtype: float64, 22834: const      2.013826
vwretd    18.439299
SMB        0.636369
HML       -0.436569
dtype: float64, 22835: const     0.131241
vwretd    1.463506
SMB       0.040064
HML      -0.026522
dtype: float64, 22836: const    -0.176344
vwretd   -0.384631
SMB      -0.053109
HML       0.044808
dtype: float64, 22837: const     0.972698
vwretd    9.130032
SMB       0.313175
HML      -0.208060
dtype: float64, 22838: const     0.072896
vwretd    1.603699
SMB       0.018769
HML      -0.011692
dtype: float64, 22839: const     -1.476464
vwretd   -10.932858
SMB       -0.407388
HML        0.291909
dtype: float64, 22840: const     0.004693
vwretd    0.860712
SMB      -0.002356
HML       0.001682
dtype: float64, 22841: const     0.012682
vwretd    0.434009
SMB       0.007693
HML      -0.000994
dtype: float64, 22842: const    -0.860959
vwretd   -5.994100
SMB      -0.288749
HML       0.159947
dtype: float64, 22843: const    -0.434080
vwretd   -2.441660
SMB      -0.131945
HML       0.090721
dtype: float64, 22844: const     0.317535
vwretd    2.960208
SMB       0.100914
HML      -0.065382
dtype: float64, 22845: const     0.540780
vwretd    4.987717
SMB       0.182228
HML      -0.105669
dtype: float64, 22846: const     0.853572
vwretd    7.657696
SMB       0.256819
HML      -0.182278
dtype: float64, 22847: const     0.970517
vwretd    9.245378
SMB       0.300949
HML      -0.209771
dtype: float64, 22848: const    -0.685377
vwretd   -4.487802
SMB      -0.218182
HML       0.135757
dtype: float64, 22849: const     1.163285
vwretd    9.939703
SMB       0.371323
HML      -0.239039
dtype: float64, 22850: const     0.480043
vwretd    4.971647
SMB       0.156720
HML      -0.102863
dtype: float64, 22851: const     0.476196
vwretd    5.053617
SMB       0.139742
HML      -0.104455
dtype: float64, 22852: const    -0.157007
vwretd   -0.208132
SMB      -0.053312
HML       0.029016
dtype: float64, 22853: const    -0.567608
vwretd   -3.633574
SMB      -0.180277
HML       0.117269
dtype: float64, 22854: const     0.104214
vwretd    1.580468
SMB       0.033205
HML      -0.020786
dtype: float64, 22855: const     0.705199
vwretd    5.763091
SMB       0.224549
HML      -0.145438
dtype: float64, 22856: const     0.566177
vwretd    5.363213
SMB       0.173184
HML      -0.120094
dtype: float64, 22857: const    -0.845439
vwretd   -5.884655
SMB      -0.351188
HML       0.131317
dtype: float64, 22858: const     0.898847
vwretd    8.085271
SMB       0.265445
HML      -0.201014
dtype: float64, 22859: const     0.002807
vwretd    0.551356
SMB       0.000434
HML       0.004643
dtype: float64, 22860: const    -0.002082
vwretd    1.211356
SMB       0.015829
HML       0.005464
dtype: float64, 22861: const     0.185087
vwretd    2.384785
SMB       0.055720
HML      -0.038505
dtype: float64, 22862: const    -0.203494
vwretd   -0.608755
SMB      -0.058667
HML       0.047293
dtype: float64, 22863: const     0.944023
vwretd    8.703429
SMB       0.285899
HML      -0.195748
dtype: float64, 22864: const      1.279855
vwretd    11.576783
SMB        0.384701
HML       -0.278335
dtype: float64, 22865: const     0.600333
vwretd    5.211302
SMB       0.194092
HML      -0.124095
dtype: float64, 22866: const     0.396645
vwretd    3.429307
SMB       0.121416
HML      -0.087918
dtype: float64, 22867: const    -0.008238
vwretd    1.183837
SMB       0.010104
HML       0.008148
dtype: float64, 22868: const    -0.000889
vwretd   -0.046868
SMB      -0.030559
HML      -0.014076
dtype: float64, 22869: const    -0.147554
vwretd   -0.968337
SMB      -0.054869
HML       0.028643
dtype: float64, 22870: const    -0.407361
vwretd   -2.739710
SMB      -0.131535
HML       0.087906
dtype: float64, 22871: const    -0.949941
vwretd   -6.882910
SMB      -0.315707
HML       0.190183
dtype: float64, 22872: const     0.048825
vwretd    1.880464
SMB       0.009482
HML      -0.017023
dtype: float64, 22873: const     0.014157
vwretd    0.063948
SMB       0.001578
HML      -0.001905
dtype: float64, 22874: const     0.033295
vwretd    0.207481
SMB       0.007631
HML      -0.006079
dtype: float64, 22875: const    -0.009201
vwretd    0.781307
SMB       0.010056
HML       0.003874
dtype: float64, 22876: const     0.006286
vwretd    1.660420
SMB       0.005604
HML      -0.003621
dtype: float64, 22877: const     0.100552
vwretd    0.725260
SMB       0.030059
HML      -0.019416
dtype: float64, 22878: const     0.127907
vwretd    0.960069
SMB       0.039482
HML      -0.025542
dtype: float64, 22881: const     0.009563
vwretd   -0.001191
SMB       0.001394
HML      -0.000552
dtype: float64, 22882: const     0.012465
vwretd   -0.001568
SMB       0.001884
HML      -0.001239
dtype: float64, 22883: const    -0.008779
vwretd    1.098077
SMB       0.003945
HML      -0.002615
dtype: float64, 22884: const     0.026729
vwretd    2.055790
SMB      -0.013744
HML      -0.027839
dtype: float64, 22885: const    -0.339138
vwretd    0.041306
SMB      -0.043275
HML      -0.008319
dtype: float64, 22886: const     0.059430
vwretd   -0.011288
SMB       0.092911
HML      -0.029269
dtype: float64, 22887: const    -0.000629
vwretd    0.000166
SMB      -0.001742
HML       0.001023
dtype: float64, 22888: const     0.010578
vwretd   -0.001319
SMB       0.001684
HML      -0.000449
dtype: float64, 22889: const     0.003456
vwretd   -0.000379
SMB      -0.000371
HML       0.000509
dtype: float64, 22890: const     0.002727
vwretd   -0.000229
SMB      -0.001969
HML       0.000620
dtype: float64, 22891: const     0.004393
vwretd    0.864665
SMB       0.004372
HML      -0.001298
dtype: float64, 22892: const     0.004953
vwretd    0.567786
SMB       0.010927
HML       0.005750
dtype: float64, 22893: const    -0.261466
vwretd    0.030573
SMB       0.016591
HML       0.020183
dtype: float64, 22894: const    -0.229256
vwretd    0.028821
SMB      -0.052974
HML      -0.006319
dtype: float64, 22895: const     0.001796
vwretd   -0.000166
SMB      -0.000895
HML       0.000412
dtype: float64, 22896: const    -0.113211
vwretd    0.015402
SMB      -0.035590
HML       0.029603
dtype: float64, 22897: const    -0.455767
vwretd    0.057633
SMB      -0.044603
HML       0.096244
dtype: float64, 22898: const     0.009951
vwretd   -0.001173
SMB      -0.000446
HML      -0.000841
dtype: float64, 22899: const     0.142806
vwretd   -0.019198
SMB       0.039847
HML      -0.035898
dtype: float64, 22900: const    -0.001528
vwretd    0.000302
SMB      -0.002600
HML       0.000887
dtype: float64, 22901: const     0.005958
vwretd   -0.000714
SMB       0.000490
HML       0.000196
dtype: float64, 22902: const    -0.002208
vwretd    0.000414
SMB      -0.003702
HML       0.000487
dtype: float64, 22903: const     0.005962
vwretd   -0.000675
SMB      -0.000742
HML      -0.000114
dtype: float64, 22904: const    -0.002792
vwretd    1.269348
SMB       0.008323
HML       0.018408
dtype: float64, 22905: const     0.013094
vwretd    0.725328
SMB       0.009859
HML      -0.000874
dtype: float64, 22906: const     0.043454
vwretd   -0.008515
SMB       0.088580
HML       0.000362
dtype: float64, 22907: const    -0.000486
vwretd    0.000169
SMB      -0.002261
HML       0.001006
dtype: float64, 22908: const     0.012768
vwretd   -0.001621
SMB       0.002543
HML      -0.000916
dtype: float64, 22909: const    -0.105623
vwretd    0.016042
SMB      -0.085474
HML       0.013594
dtype: float64, 22910: const     0.015128
vwretd   -0.001881
SMB       0.001650
HML      -0.001634
dtype: float64, 22911: const     0.626913
vwretd   -0.080227
SMB       0.134196
HML      -0.056850
dtype: float64, 22912: const     0.001712
vwretd    0.652743
SMB       0.008551
HML       0.005362
dtype: float64, 22913: const    -0.006885
vwretd    0.684574
SMB       0.012404
HML       0.002262
dtype: float64, 22914: const     0.012759
vwretd   -0.001595
SMB       0.001681
HML      -0.001277
dtype: float64, 22915: const     0.004752
vwretd   -0.000524
SMB      -0.000905
HML      -0.000026
dtype: float64, 22916: const    -0.034902
vwretd    0.004013
SMB       0.005938
HML       0.005778
dtype: float64, 22917: const    -0.110911
vwretd    0.015040
SMB      -0.037466
HML       0.022921
dtype: float64, 22918: const    -0.125232
vwretd    0.016979
SMB      -0.041745
HML       0.026628
dtype: float64, 22919: const    -0.065867
vwretd    0.009963
SMB      -0.047686
HML       0.015606
dtype: float64, 22920: const     0.000897
vwretd    0.772189
SMB       0.010511
HML       0.004724
dtype: float64, 22921: const     0.000968
vwretd    1.359270
SMB       0.011069
HML       0.005927
dtype: float64, 22922: const    -0.077418
vwretd    0.011733
SMB      -0.063153
HML       0.008155
dtype: float64, 22923: const     0.010278
vwretd   -0.001287
SMB       0.002042
HML      -0.000036
dtype: float64, 22924: const    -0.022646
vwretd    0.003516
SMB      -0.021047
HML       0.001745
dtype: float64, 22925: const    -0.220163
vwretd    0.027264
SMB      -0.006202
HML       0.047154
dtype: float64, 22926: const    -0.019048
vwretd    0.002966
SMB      -0.016556
HML       0.003642
dtype: float64, 22927: const    -0.191272
vwretd    0.026588
SMB      -0.089281
HML       0.027285
dtype: float64, 22928: const     0.038402
vwretd   -0.004714
SMB       0.040705
HML       0.055579
dtype: float64, 22929: const    -0.093374
vwretd    0.013597
SMB      -0.055774
HML       0.019276
dtype: float64, 22930: const    -0.060875
vwretd    0.009269
SMB      -0.045599
HML       0.014540
dtype: float64, 22931: const    -0.041848
vwretd    0.006893
SMB      -0.042828
HML       0.013147
dtype: float64, 22932: const    -0.070648
vwretd    0.010570
SMB      -0.048160
HML       0.016702
dtype: float64, 22933: const    -0.140140
vwretd    0.018543
SMB      -0.041121
HML       0.019990
dtype: float64, 22934: const    -0.155575
vwretd    0.018847
SMB       0.014674
HML       0.046188
dtype: float64, 22935: const    -0.194512
vwretd    0.026995
SMB      -0.088276
HML       0.029928
dtype: float64, 22936: const    -0.084814
vwretd    0.011760
SMB      -0.033328
HML       0.020710
dtype: float64, 22937: const     0.013266
vwretd   -0.001729
SMB       0.004141
HML      -0.000421
dtype: float64, 22938: const    -0.056464
vwretd    0.007743
SMB      -0.020722
HML       0.012608
dtype: float64, 22939: const     0.003504
vwretd    1.031378
SMB       0.012944
HML      -0.007105
dtype: float64, 22940: const    -0.024416
vwretd    1.645228
SMB       0.027050
HML       0.018542
dtype: float64, 22941: const    -0.083499
vwretd    0.011351
SMB      -0.028445
HML       0.018025
dtype: float64, 22942: const    -0.113855
vwretd    0.015587
SMB      -0.040859
HML       0.025789
dtype: float64, 22943: const    -0.042481
vwretd    0.005897
SMB      -0.017332
HML       0.009663
dtype: float64, 22944: const    -0.036266
vwretd    0.005050
SMB      -0.014895
HML       0.008734
dtype: float64, 22945: const     0.004611
vwretd   -0.000527
SMB      -0.000378
HML      -0.000013
dtype: float64, 22946: const     0.084988
vwretd   -0.011101
SMB       0.023644
HML      -0.008312
dtype: float64, 22947: const     0.003382
vwretd    0.550454
SMB      -0.001769
HML       0.004369
dtype: float64, 22948: const    -0.011687
vwretd    2.127542
SMB       0.012493
HML       0.017637
dtype: float64, 22949: const    -0.089349
vwretd    0.012605
SMB      -0.040503
HML       0.022149
dtype: float64, 22950: const    -0.271332
vwretd    0.036908
SMB      -0.094547
HML       0.056181
dtype: float64, 22951: const    -0.129932
vwretd    0.017639
SMB      -0.052539
HML       0.014087
dtype: float64, 22952: const     0.211674
vwretd   -0.026556
SMB       0.023778
HML      -0.031341
dtype: float64, 22953: const     0.020820
vwretd   -0.002954
SMB       0.028663
HML       0.024286
dtype: float64, 22954: const    -0.067120
vwretd    0.009724
SMB      -0.037272
HML       0.016276
dtype: float64, 22955: const     0.001221
vwretd    0.594295
SMB       0.002108
HML       0.002101
dtype: float64, 22956: const     0.027390
vwretd   -0.427614
SMB       0.006370
HML      -0.006118
dtype: float64, 22957: const    -0.173139
vwretd    0.023068
SMB      -0.056935
HML       0.021552
dtype: float64, 22958: const    -0.004447
vwretd   -0.000157
SMB       0.019277
HML       0.002626
dtype: float64, 22960: const    -0.096580
vwretd    0.012969
SMB      -0.036114
HML       0.009292
dtype: float64, 22961: const    -0.026733
vwretd    0.003521
SMB      -0.007259
HML       0.004086
dtype: float64, 22962: const    -0.020141
vwretd    0.003027
SMB      -0.016684
HML       0.000700
dtype: float64, 22963: const    -0.017379
vwretd    1.131558
SMB       0.012747
HML       0.009122
dtype: float64, 22964: const     0.006873
vwretd    0.984397
SMB       0.014199
HML      -0.004073
dtype: float64, 22965: const    -0.032342
vwretd    0.006226
SMB      -0.045984
HML       0.026482
dtype: float64, 22966: const    -0.042552
vwretd    0.001799
SMB       0.061305
HML      -0.033860
dtype: float64, 22967: const    -0.083867
vwretd    0.012052
SMB      -0.045844
HML       0.017482
dtype: float64, 22968: const     0.003723
vwretd   -0.000389
SMB      -0.001070
HML       0.000288
dtype: float64, 22969: const     0.015063
vwretd   -0.001883
SMB       0.002339
HML      -0.000950
dtype: float64, 22970: const     0.004044
vwretd   -0.000374
SMB      -0.003245
HML      -0.000978
dtype: float64, 22971: const     0.007393
vwretd    0.551565
SMB       0.005544
HML       0.001676
dtype: float64, 22972: const     0.021712
vwretd    0.773415
SMB       0.014562
HML      -0.006675
dtype: float64, 22973: const    -0.273828
vwretd    0.035923
SMB      -0.065946
HML       0.049102
dtype: float64, 22974: const    -0.070415
vwretd    0.009182
SMB      -0.017224
HML       0.009944
dtype: float64, 22975: const     0.062089
vwretd   -0.009165
SMB       0.026297
HML      -0.034776
dtype: float64, 22998: const     0.003007
vwretd    0.580937
SMB       0.009523
HML       0.001932
dtype: float64, 22999: const     0.060302
vwretd    0.553847
SMB      -0.000293
HML      -0.017893
dtype: float64, 23018: const     0.009875
vwretd    0.802748
SMB       0.014424
HML       0.002190
dtype: float64, 23019: const    -0.025752
vwretd    1.391197
SMB       0.011586
HML       0.005559
dtype: float64, 23026: const     0.003065
vwretd    0.526785
SMB      -0.003180
HML       0.003119
dtype: float64, 23027: const     0.001647
vwretd    1.264527
SMB       0.015027
HML      -0.010129
dtype: float64, 23034: const    -0.002759
vwretd    0.859432
SMB       0.008596
HML      -0.000107
dtype: float64, 23035: const     0.007541
vwretd    0.409872
SMB       0.001907
HML      -0.002071
dtype: float64, 23042: const     0.004990
vwretd    0.369552
SMB       0.000723
HML       0.003356
dtype: float64, 23043: const     0.227826
vwretd   -2.653903
SMB      -0.055754
HML      -0.100383
dtype: float64, 23050: const     0.001383
vwretd    0.874997
SMB       0.007246
HML       0.007973
dtype: float64, 23051: const     0.003677
vwretd    0.645625
SMB       0.006614
HML      -0.000306
dtype: float64, 23069: const    -0.006668
vwretd    1.173116
SMB       0.007260
HML       0.010384
dtype: float64, 23070: const    -0.008142
vwretd    1.015261
SMB       0.018960
HML       0.003284
dtype: float64, 23077: const     0.005253
vwretd    0.743947
SMB      -0.001584
HML       0.000824
dtype: float64, 23078: const    -0.007402
vwretd    0.547844
SMB      -0.001193
HML       0.001812
dtype: float64, 23085: const     0.003894
vwretd    0.616267
SMB      -0.001465
HML       0.002817
dtype: float64, 23086: const    -0.028183
vwretd    0.265240
SMB       0.017470
HML       0.001556
dtype: float64, 23093: const     0.008129
vwretd    0.993727
SMB       0.006754
HML       0.003182
dtype: float64, 23094: const    -0.310426
vwretd    9.630142
SMB      -0.020826
HML       0.083847
dtype: float64, 23106: const    -0.002158
vwretd    0.893878
SMB       0.007761
HML       0.002121
dtype: float64, 23107: const     0.020438
vwretd    2.137042
SMB       0.006952
HML      -0.006071
dtype: float64, 23114: const     0.003424
vwretd    0.546886
SMB      -0.001157
HML       0.004620
dtype: float64, 23115: const     0.004563
vwretd    0.684119
SMB       0.017823
HML       0.004125
dtype: float64, 23122: const    -0.001798
vwretd    1.186427
SMB       0.019649
HML      -0.000032
dtype: float64, 23130: const    -0.002169
vwretd    1.292384
SMB       0.002239
HML       0.011755
dtype: float64, 23131: const     0.001639
vwretd    0.480377
SMB       0.006384
HML      -0.003507
dtype: float64, 23149: const     0.005477
vwretd    0.839313
SMB       0.007445
HML       0.005557
dtype: float64, 23150: const     0.018904
vwretd   -0.175713
SMB       0.030143
HML      -0.004680
dtype: float64, 23157: const     0.005103
vwretd    0.713678
SMB       0.010616
HML      -0.004612
dtype: float64, 23158: const     0.004319
vwretd    0.089523
SMB       0.005799
HML       0.003108
dtype: float64, 23165: const     0.001167
vwretd    0.959506
SMB       0.008579
HML      -0.000515
dtype: float64, 23166: const    -0.000064
vwretd    0.212853
SMB       0.006175
HML      -0.002035
dtype: float64, 23173: const     0.001353
vwretd    1.164840
SMB       0.002765
HML      -0.003471
dtype: float64, 23174: const     0.000388
vwretd    0.003618
SMB       0.009204
HML      -0.001850
dtype: float64, 23181: const     0.004287
vwretd    0.500268
SMB       0.009677
HML      -0.003021
dtype: float64, 23182: const     0.009157
vwretd    0.309869
SMB       0.002287
HML       0.001800
dtype: float64, 23202: const    -0.004171
vwretd    1.167049
SMB       0.018004
HML       0.001866
dtype: float64, 23203: const     0.009919
vwretd    0.634626
SMB       0.005797
HML      -0.012986
dtype: float64, 23210: const     0.002500
vwretd    0.601469
SMB      -0.000978
HML       0.003657
dtype: float64, 23229: const     0.000922
vwretd    0.672622
SMB      -0.002414
HML       0.003314
dtype: float64, 23230: const    -0.012572
vwretd   -0.467949
SMB      -0.003612
HML      -0.001053
dtype: float64, 23237: const     0.003229
vwretd    0.994505
SMB       0.000059
HML       0.012524
dtype: float64, 23238: const     0.017456
vwretd    0.933956
SMB       0.020007
HML      -0.002470
dtype: float64, 23245: const    -0.004037
vwretd    0.904334
SMB       0.016751
HML       0.005337
dtype: float64, 23246: const     0.007677
vwretd    1.462581
SMB       0.006807
HML       0.012372
dtype: float64, 23253: const     0.001976
vwretd    1.296933
SMB       0.015182
HML      -0.007195
dtype: float64, 23254: const     0.013772
vwretd    1.895781
SMB       0.017622
HML       0.002763
dtype: float64, 23261: const    -0.008327
vwretd    0.784743
SMB       0.013148
HML       0.002396
dtype: float64, 23262: const     0.029270
vwretd    0.645886
SMB       0.008743
HML      -0.000361
dtype: float64, 23288: const    -0.002998
vwretd    0.821085
SMB       0.021126
HML       0.008863
dtype: float64, 23289: const     0.005346
vwretd    0.665556
SMB       0.027160
HML       0.001987
dtype: float64, 23296: const    -0.003713
vwretd    0.926842
SMB       0.007681
HML       0.011919
dtype: float64, 23297: const     0.002716
vwretd    1.213683
SMB       0.004326
HML       0.005872
dtype: float64, 23309: const     0.004384
vwretd    1.104006
SMB       0.006023
HML       0.002745
dtype: float64, 23310: const     0.083451
vwretd    0.952493
SMB      -0.009913
HML       0.003651
dtype: float64, 23317: const     0.003761
vwretd    0.832820
SMB      -0.000756
HML       0.001229
dtype: float64, 23318: const     0.014285
vwretd    0.991856
SMB       0.002230
HML      -0.008602
dtype: float64, 23325: const    -0.003262
vwretd    1.308163
SMB      -0.000762
HML       0.007382
dtype: float64, 23326: const     0.002655
vwretd    0.886176
SMB       0.003699
HML       0.010007
dtype: float64, 23333: const     0.002345
vwretd    0.744458
SMB       0.007841
HML       0.003599
dtype: float64, 23334: const     0.008867
vwretd    1.286637
SMB       0.019175
HML       0.002182
dtype: float64, 23341: const     0.001740
vwretd    1.114516
SMB      -0.000944
HML      -0.000690
dtype: float64, 23342: const     0.046228
vwretd    0.708317
SMB       0.010156
HML      -0.007211
dtype: float64, 23368: const    -0.008394
vwretd    1.377895
SMB       0.025456
HML      -0.006234
dtype: float64, 23369: const    -0.004492
vwretd    0.999990
SMB      -0.003062
HML       0.004016
dtype: float64, 23376: const    -0.000199
vwretd    0.664748
SMB       0.009115
HML       0.008707
dtype: float64, 23377: const    -0.009450
vwretd    1.463895
SMB       0.040284
HML       0.006595
dtype: float64, 23384: const    -0.008401
vwretd    0.854635
SMB       0.006676
HML       0.007167
dtype: float64, 23392: const     0.011346
vwretd    0.449981
SMB       0.014217
HML      -0.001915
dtype: float64, 23393: const     0.010462
vwretd    0.511578
SMB      -0.002628
HML      -0.000974
dtype: float64, 23405: const     0.001493
vwretd    0.761535
SMB      -0.001965
HML       0.001929
dtype: float64, 23406: const    -0.011792
vwretd   -0.192364
SMB      -0.013967
HML      -0.006296
dtype: float64, 23413: const    -0.011615
vwretd    1.073523
SMB       0.015004
HML       0.008337
dtype: float64, 23421: const     0.000143
vwretd    0.955719
SMB       0.006596
HML       0.003404
dtype: float64, 23422: const    -0.022252
vwretd   -0.229822
SMB      -0.001283
HML       0.000072
dtype: float64, 23448: const     0.000642
vwretd    0.844030
SMB      -0.002488
HML       0.002976
dtype: float64, 23456: const     0.001265
vwretd    1.083384
SMB       0.009434
HML       0.002614
dtype: float64, 23457: const    -0.035717
vwretd    0.682391
SMB       0.016408
HML      -0.017034
dtype: float64, 23464: const     0.000276
vwretd    1.182580
SMB       0.005023
HML       0.004262
dtype: float64, 23465: const     0.002796
vwretd    0.297363
SMB       0.004302
HML      -0.000737
dtype: float64, 23472: const    -0.008284
vwretd    0.883838
SMB       0.011652
HML       0.006986
dtype: float64, 23473: const     0.005384
vwretd    0.696156
SMB       0.000380
HML       0.007131
dtype: float64, 23480: const    -0.002439
vwretd    1.312617
SMB      -0.002105
HML       0.000793
dtype: float64, 23481: const    -0.005263
vwretd    1.096347
SMB       0.026347
HML       0.003134
dtype: float64, 23499: const     0.003252
vwretd    0.603757
SMB      -0.000561
HML       0.003288
dtype: float64, 23500: const    -0.016646
vwretd    0.821621
SMB       0.022770
HML       0.013190
dtype: float64, 23501: const     0.003431
vwretd    0.506875
SMB      -0.002216
HML       0.004003
dtype: float64, 23502: const    -0.217678
vwretd   -1.709982
SMB       0.052457
HML       0.005489
dtype: float64, 23528: const     0.003045
vwretd    0.768472
SMB       0.006200
HML      -0.001461
dtype: float64, 23529: const    -0.000537
vwretd    1.409732
SMB       0.018500
HML      -0.009305
dtype: float64, 23536: const     0.006400
vwretd    0.426093
SMB      -0.003351
HML       0.002210
dtype: float64, 23537: const    -0.003290
vwretd    0.911488
SMB       0.007290
HML      -0.003576
dtype: float64, 23544: const     0.006452
vwretd    0.507990
SMB       0.000339
HML       0.003940
dtype: float64, 23545: const    -0.004464
vwretd    0.760391
SMB       0.005357
HML       0.007231
dtype: float64, 23552: const    -0.007202
vwretd    1.191680
SMB       0.009781
HML       0.007977
dtype: float64, 23553: const     0.002263
vwretd    0.339946
SMB       0.000166
HML       0.002843
dtype: float64, 23560: const     0.002627
vwretd    0.864654
SMB      -0.001791
HML       0.006637
dtype: float64, 23561: const     0.039035
vwretd    0.533791
SMB       0.007645
HML      -0.007675
dtype: float64, 23579: const    -0.002939
vwretd    1.425459
SMB       0.003507
HML       0.006785
dtype: float64, 23580: const    -0.064954
vwretd    2.336304
SMB      -0.004988
HML       0.017365
dtype: float64, 23587: const    -0.008135
vwretd    1.079474
SMB       0.008411
HML       0.011289
dtype: float64, 23588: const     0.000572
vwretd    1.321905
SMB       0.004328
HML      -0.007368
dtype: float64, 23595: const    -0.007592
vwretd    1.155631
SMB       0.016337
HML       0.006102
dtype: float64, 23596: const    -0.001141
vwretd    0.852555
SMB       0.005830
HML      -0.003713
dtype: float64, 23609: const     0.008338
vwretd    0.855640
SMB       0.000533
HML      -0.000767
dtype: float64, 23616: const     0.006818
vwretd    0.672087
SMB       0.005146
HML      -0.005492
dtype: float64, 23624: const     0.001954
vwretd    1.053564
SMB       0.009661
HML       0.002173
dtype: float64, 23632: const    -0.010804
vwretd    1.362713
SMB       0.005539
HML       0.003650
dtype: float64, 23633: const     0.240383
vwretd    3.669007
SMB       0.074957
HML       0.018791
dtype: float64, 23640: const     0.003183
vwretd    0.697623
SMB       0.009206
HML       0.001992
dtype: float64, 23641: const     0.005165
vwretd    0.131636
SMB       0.008017
HML       0.004980
dtype: float64, 23659: const     0.002451
vwretd    0.789915
SMB       0.009761
HML       0.002748
dtype: float64, 23660: const     0.006113
vwretd    1.112705
SMB      -0.001805
HML       0.002092
dtype: float64, 23667: const     0.007991
vwretd    0.705406
SMB       0.009253
HML       0.010607
dtype: float64, 23668: const      0.028879
vwretd    10.691591
SMB       -0.155617
HML       -0.142417
dtype: float64, 23675: const    -0.025799
vwretd    1.816418
SMB       0.022889
HML       0.020845
dtype: float64, 23676: const    -0.093967
vwretd    1.974041
SMB       0.029464
HML       0.024434
dtype: float64, 23683: const    -0.001174
vwretd    0.731972
SMB       0.013263
HML       0.002934
dtype: float64, 23691: const     0.000587
vwretd    0.946396
SMB       0.003490
HML       0.002620
dtype: float64, 23692: const     0.004800
vwretd    0.491163
SMB       0.004976
HML       0.004136
dtype: float64, 23704: const     0.000388
vwretd    1.442902
SMB       0.009391
HML      -0.005985
dtype: float64, 23705: const    -0.007803
vwretd    1.212783
SMB       0.000604
HML       0.005877
dtype: float64, 23712: const     0.003804
vwretd    0.557202
SMB      -0.002181
HML       0.003351
dtype: float64, 23713: const    -0.000044
vwretd    1.292861
SMB       0.005264
HML       0.005336
dtype: float64, 23720: const     0.002452
vwretd    0.598926
SMB      -0.000767
HML       0.002728
dtype: float64, 23721: const     0.032193
vwretd    0.683177
SMB       0.013933
HML       0.025503
dtype: float64, 23739: const    -0.000679
vwretd    1.125265
SMB       0.002104
HML       0.017278
dtype: float64, 23740: const     0.096197
vwretd   -2.493399
SMB      -0.074421
HML      -0.101859
dtype: float64, 23747: const    -0.004586
vwretd    1.066747
SMB       0.005524
HML       0.002807
dtype: float64, 23748: const    -0.001044
vwretd    1.007707
SMB       0.019344
HML      -0.000437
dtype: float64, 23755: const     0.004445
vwretd    0.929792
SMB       0.006784
HML      -0.000765
dtype: float64, 23756: const     0.008049
vwretd    0.693448
SMB       0.001606
HML       0.004551
dtype: float64, 23763: const    -0.013866
vwretd    1.694790
SMB       0.016584
HML      -0.013844
dtype: float64, 23771: const     0.006575
vwretd    0.470085
SMB       0.008748
HML      -0.002593
dtype: float64, 23772: const     0.005425
vwretd    0.292173
SMB       0.007697
HML       0.004379
dtype: float64, 23798: const     0.001943
vwretd    1.560911
SMB       0.015889
HML      -0.004435
dtype: float64, 23799: const     0.009491
vwretd    0.135883
SMB       0.006668
HML       0.005309
dtype: float64, 23800: const     0.000775
vwretd    0.893524
SMB       0.005721
HML       0.002085
dtype: float64, 23819: const     0.000806
vwretd    1.337670
SMB      -0.001544
HML       0.003687
dtype: float64, 23827: const     0.003346
vwretd    0.512527
SMB       0.000317
HML       0.003568
dtype: float64, 23828: const     0.047956
vwretd    0.129584
SMB       0.011721
HML      -0.001202
dtype: float64, 23835: const     0.003052
vwretd    0.660916
SMB      -0.001304
HML       0.004103
dtype: float64, 23836: const     0.005814
vwretd    1.426557
SMB       0.002297
HML       0.010641
dtype: float64, 23843: const    -0.001084
vwretd    1.623448
SMB       0.008986
HML       0.003360
dtype: float64, 23844: const     0.025562
vwretd    0.849435
SMB      -0.006911
HML       0.007992
dtype: float64, 23851: const     0.003689
vwretd    0.647483
SMB      -0.003713
HML       0.001442
dtype: float64, 23878: const    -0.003075
vwretd    0.962604
SMB       0.001116
HML       0.009122
dtype: float64, 23879: const    -0.000310
vwretd    0.750240
SMB       0.004308
HML       0.003330
dtype: float64, 23886: const     0.002657
vwretd    0.939757
SMB       0.009629
HML      -0.000439
dtype: float64, 23887: const    -0.007744
vwretd    0.858167
SMB       0.003272
HML       0.005887
dtype: float64, 23894: const    -0.004828
vwretd    1.392186
SMB       0.007601
HML       0.010453
dtype: float64, 23895: const     0.005860
vwretd   -0.379988
SMB       0.009082
HML       0.004833
dtype: float64, 23907: const    -0.002415
vwretd    0.782762
SMB       0.011278
HML       0.004283
dtype: float64, 23908: const    -0.029374
vwretd    1.651341
SMB       0.014126
HML       0.010986
dtype: float64, 23915: const    -0.001250
vwretd    1.501568
SMB      -0.000085
HML       0.005202
dtype: float64, 23916: const     0.001266
vwretd    0.999634
SMB       0.003142
HML       0.009105
dtype: float64, 23923: const     0.000409
vwretd    1.316211
SMB      -0.000874
HML       0.002771
dtype: float64, 23924: const    -0.016745
vwretd    0.746209
SMB       0.007690
HML       0.006554
dtype: float64, 23931: const     0.004850
vwretd    0.503010
SMB      -0.002616
HML       0.002582
dtype: float64, 23958: const    -0.018683
vwretd    1.415504
SMB       0.002741
HML       0.003674
dtype: float64, 23959: const    -0.202675
vwretd   -0.176991
SMB       0.040674
HML       0.093730
dtype: float64, 23966: const     0.002833
vwretd    1.331785
SMB       0.016980
HML      -0.005915
dtype: float64, 23967: const     0.014354
vwretd    0.358023
SMB       0.008146
HML      -0.000056
dtype: float64, 23974: const     0.000451
vwretd    1.564242
SMB       0.021393
HML      -0.012183
dtype: float64, 23975: const     0.004785
vwretd    0.780622
SMB       0.007508
HML       0.002765
dtype: float64, 23982: const     0.005907
vwretd    0.893043
SMB       0.014417
HML       0.002638
dtype: float64, 23983: const    -0.036440
vwretd    0.538368
SMB       0.017625
HML       0.029357
dtype: float64, 23990: const     0.002247
vwretd    1.179114
SMB      -0.000092
HML       0.002619
dtype: float64, 23991: const    -0.046477
vwretd    0.198594
SMB      -0.004165
HML      -0.008337
dtype: float64, 24002: const     0.002304
vwretd    0.583193
SMB      -0.002022
HML       0.004713
dtype: float64, 24003: const    -0.015558
vwretd    0.938205
SMB       0.016281
HML       0.008845
dtype: float64, 24010: const     0.003469
vwretd    0.665953
SMB      -0.004368
HML       0.002090
dtype: float64, 24011: const     0.016093
vwretd    0.763546
SMB       0.003105
HML       0.005604
dtype: float64, 24029: const     0.001734
vwretd    0.611945
SMB       0.015248
HML       0.005651
dtype: float64, 24037: const     0.000310
vwretd    1.193476
SMB      -0.001015
HML       0.001488
dtype: float64, 24038: const    -0.013066
vwretd    1.008954
SMB       0.011195
HML       0.013273
dtype: float64, 24045: const    -0.000405
vwretd    1.160033
SMB       0.002979
HML       0.002441
dtype: float64, 24046: const     0.010206
vwretd    1.046138
SMB       0.000350
HML       0.001863
dtype: float64, 24053: const     0.003748
vwretd    0.515449
SMB      -0.000889
HML       0.002773
dtype: float64, 24054: const     -0.267998
vwretd   -33.269250
SMB        0.531904
HML        0.327546
dtype: float64, 24061: const     0.002133
vwretd    0.844164
SMB       0.004572
HML      -0.001314
dtype: float64, 24062: const    -0.019166
vwretd    1.082721
SMB       0.018448
HML       0.017969
dtype: float64, 24088: const    -0.003118
vwretd    0.697345
SMB       0.009942
HML       0.006344
dtype: float64, 24089: const    -0.001380
vwretd    0.763318
SMB       0.030205
HML       0.000037
dtype: float64, 24096: const     0.001853
vwretd    0.607281
SMB      -0.001221
HML       0.004479
dtype: float64, 24097: const     0.019522
vwretd    0.839071
SMB       0.012091
HML       0.003740
dtype: float64, 24109: const     0.003019
vwretd    0.601394
SMB      -0.003712
HML       0.003634
dtype: float64, 24110: const    -0.017439
vwretd    0.608831
SMB       0.041117
HML       0.006180
dtype: float64, 24117: const     0.001906
vwretd    0.620734
SMB      -0.001094
HML       0.004260
dtype: float64, 24118: const    -0.070285
vwretd    0.302840
SMB      -0.007360
HML      -0.001408
dtype: float64, 24125: const    -0.011740
vwretd    1.116522
SMB       0.007352
HML       0.007431
dtype: float64, 24126: const    -0.012887
vwretd    2.404071
SMB       0.014344
HML       0.003398
dtype: float64, 24133: const     0.003467
vwretd    1.165975
SMB      -0.002629
HML       0.004975
dtype: float64, 24134: const    -0.014756
vwretd    1.203574
SMB       0.009887
HML       0.009097
dtype: float64, 24141: const     0.004339
vwretd    0.789645
SMB      -0.000711
HML       0.000941
dtype: float64, 24142: const    -0.008121
vwretd    0.144335
SMB       0.093658
HML       0.005363
dtype: float64, 24168: const    -0.007799
vwretd    1.998118
SMB       0.015169
HML       0.005574
dtype: float64, 24169: const    -0.002592
vwretd    0.831318
SMB       0.026732
HML      -0.001274
dtype: float64, 24176: const     0.002361
vwretd    1.020560
SMB       0.009415
HML      -0.000161
dtype: float64, 24177: const    -0.003192
vwretd    0.801039
SMB       0.010571
HML       0.000869
dtype: float64, 24184: const    -0.000452
vwretd    0.564675
SMB      -0.000564
HML       0.005421
dtype: float64, 24185: const     0.013798
vwretd    0.012516
SMB       0.000924
HML      -0.005771
dtype: float64, 24192: const     0.001448
vwretd    0.688438
SMB      -0.001243
HML       0.001529
dtype: float64, 24193: const     0.002282
vwretd    1.100235
SMB       0.005806
HML       0.006533
dtype: float64, 24205: const     0.006847
vwretd    0.608264
SMB      -0.003026
HML       0.001560
dtype: float64, 24213: const     0.002322
vwretd    0.962792
SMB       0.008355
HML       0.007112
dtype: float64, 24214: const    -0.006555
vwretd    0.799410
SMB       0.016052
HML       0.010141
dtype: float64, 24221: const     0.002860
vwretd    0.606558
SMB      -0.001439
HML       0.004095
dtype: float64, 24248: const     0.003520
vwretd    0.574798
SMB      -0.001539
HML       0.004917
dtype: float64, 24249: const     0.041708
vwretd   -0.308403
SMB      -0.018491
HML      -0.006180
dtype: float64, 24256: const    -0.002233
vwretd    0.802206
SMB      -0.001822
HML       0.000471
dtype: float64, 24257: const     0.025669
vwretd   -0.007992
SMB       0.000689
HML      -0.005583
dtype: float64, 24264: const    -0.001702
vwretd    1.158233
SMB      -0.000407
HML       0.003276
dtype: float64, 24265: const    -0.007844
vwretd    0.199562
SMB       0.014586
HML       0.004134
dtype: float64, 24272: const    -0.000688
vwretd    1.220905
SMB       0.002586
HML       0.006836
dtype: float64, 24273: const     0.025335
vwretd    0.691363
SMB       0.037677
HML      -0.014880
dtype: float64, 24280: const     0.001284
vwretd    0.901937
SMB       0.002257
HML       0.003386
dtype: float64, 24281: const     0.017768
vwretd    1.083934
SMB       0.012452
HML       0.003862
dtype: float64, 24299: const     0.003526
vwretd    0.543103
SMB      -0.000677
HML       0.005043
dtype: float64, 24300: const    -0.006115
vwretd    0.687279
SMB       0.002311
HML       0.000407
dtype: float64, 24301: const     0.001239
vwretd    0.672039
SMB      -0.000735
HML       0.005550
dtype: float64, 24302: const     0.010649
vwretd    1.091919
SMB       0.007127
HML      -0.012659
dtype: float64, 24328: const     0.004237
vwretd    0.700256
SMB       0.002480
HML       0.003802
dtype: float64, 24329: const     0.029426
vwretd    0.038790
SMB       0.011052
HML      -0.017724
dtype: float64, 24336: const    -0.003378
vwretd    1.049597
SMB       0.008374
HML       0.007224
dtype: float64, 24344: const    -0.002722
vwretd    0.984546
SMB       0.018699
HML       0.005230
dtype: float64, 24352: const     0.002567
vwretd    0.592998
SMB      -0.001485
HML       0.003479
dtype: float64, 24360: const     0.001292
vwretd    0.663239
SMB      -0.001880
HML       0.005637
dtype: float64, 24379: const     0.000959
vwretd    0.638684
SMB       0.000261
HML       0.007167
dtype: float64, 24387: const     0.000152
vwretd    0.914046
SMB       0.004239
HML       0.010532
dtype: float64, 24388: const     0.007201
vwretd    0.217801
SMB       0.002755
HML       0.005202
dtype: float64, 24395: const     0.004984
vwretd    0.524358
SMB       0.001965
HML       0.005618
dtype: float64, 24408: const     0.002416
vwretd    0.687180
SMB       0.004522
HML       0.005574
dtype: float64, 24409: const    -0.006167
vwretd    0.611907
SMB       0.002450
HML      -0.003788
dtype: float64, 24416: const     0.001891
vwretd    0.558372
SMB       0.000622
HML       0.005570
dtype: float64, 24417: const    -0.005008
vwretd    1.181570
SMB       0.022949
HML      -0.001188
dtype: float64, 24424: const     0.002834
vwretd    0.633443
SMB      -0.002382
HML       0.003534
dtype: float64, 24425: const     0.047427
vwretd    0.677436
SMB       0.020314
HML      -0.016387
dtype: float64, 24432: const     0.002796
vwretd    0.604643
SMB      -0.002055
HML       0.003716
dtype: float64, 24433: const    -0.006667
vwretd    0.455053
SMB       0.027478
HML      -0.011327
dtype: float64, 24440: const     0.003693
vwretd    0.617821
SMB      -0.002910
HML       0.003878
dtype: float64, 24441: const    -0.004920
vwretd    1.075465
SMB       0.010165
HML       0.003322
dtype: float64, 24459: const    -0.001165
vwretd    1.184265
SMB       0.002714
HML       0.003119
dtype: float64, 24460: const    -0.013321
vwretd    3.204400
SMB       0.031215
HML       0.042453
dtype: float64, 24467: const     0.004433
vwretd    0.460189
SMB       0.001425
HML       0.004152
dtype: float64, 24468: const    -0.014981
vwretd    1.573107
SMB       0.026155
HML       0.007980
dtype: float64, 24475: const     0.000049
vwretd    1.130370
SMB       0.018676
HML       0.000076
dtype: float64, 24476: const     0.004865
vwretd    1.086629
SMB       0.020272
HML      -0.001976
dtype: float64, 24483: const     0.006751
vwretd    0.548641
SMB       0.009228
HML       0.003707
dtype: float64, 24491: const     0.001514
vwretd    0.648074
SMB      -0.000735
HML       0.003924
dtype: float64, 24504: const     0.010381
vwretd    0.486733
SMB       0.002502
HML      -0.000567
dtype: float64, 24505: const     0.028558
vwretd    0.040934
SMB       0.014832
HML       0.012776
dtype: float64, 24512: const    -0.006323
vwretd    1.528689
SMB       0.007043
HML       0.002335
dtype: float64, 24513: const    -0.018926
vwretd    0.402221
SMB       0.000673
HML      -0.004140
dtype: float64, 24520: const     0.000941
vwretd    1.128739
SMB      -0.002305
HML       0.004233
dtype: float64, 24521: const    -0.042924
vwretd   -0.839336
SMB       0.017815
HML      -0.008915
dtype: float64, 24539: const     0.005140
vwretd    0.731985
SMB      -0.002234
HML       0.001452
dtype: float64, 24540: const     0.007716
vwretd    1.568028
SMB       0.004717
HML       0.011295
dtype: float64, 24547: const     0.006851
vwretd    1.722281
SMB       0.029155
HML      -0.006887
dtype: float64, 24548: const    -0.000885
vwretd    1.621742
SMB       0.033231
HML      -0.009250
dtype: float64, 24555: const     0.009462
vwretd    0.380743
SMB       0.007080
HML       0.001403
dtype: float64, 24556: const     0.002180
vwretd    0.992162
SMB       0.008628
HML      -0.006667
dtype: float64, 24563: const     0.006041
vwretd    0.533486
SMB      -0.002880
HML       0.003811
dtype: float64, 24564: const     0.018761
vwretd    0.316996
SMB       0.015231
HML      -0.006820
dtype: float64, 24571: const     0.003930
vwretd    0.936083
SMB      -0.003875
HML       0.001913
dtype: float64, 24572: const     0.004799
vwretd    0.528776
SMB       0.008958
HML       0.003448
dtype: float64, 24598: const    -0.011912
vwretd    1.420292
SMB       0.023649
HML       0.002172
dtype: float64, 24600: const    -0.008975
vwretd    0.894425
SMB       0.014507
HML       0.008614
dtype: float64, 24601: const     0.003325
vwretd    0.579826
SMB       0.002482
HML       0.006191
dtype: float64, 24619: const     0.003679
vwretd    1.266135
SMB       0.006738
HML       0.002161
dtype: float64, 24620: const     0.029854
vwretd    0.154156
SMB       0.002809
HML      -0.004511
dtype: float64, 24627: const     0.002413
vwretd    0.996324
SMB       0.000527
HML       0.002348
dtype: float64, 24628: const    -0.011697
vwretd    1.367967
SMB       0.001990
HML       0.017850
dtype: float64, 24635: const    -0.005022
vwretd    1.383430
SMB       0.002472
HML       0.004599
dtype: float64, 24636: const     0.002731
vwretd    0.501051
SMB      -0.000166
HML       0.004799
dtype: float64, 24643: const    -0.003538
vwretd    1.292510
SMB       0.000364
HML       0.004655
dtype: float64, 24651: const    -0.005613
vwretd    1.145761
SMB       0.011974
HML       0.010152
dtype: float64, 24652: const    -0.012672
vwretd    0.268436
SMB       0.011829
HML       0.004925
dtype: float64, 24678: const     0.007122
vwretd    1.070967
SMB      -0.003939
HML      -0.001867
dtype: float64, 24679: const     0.004604
vwretd    0.606771
SMB       0.002257
HML       0.005767
dtype: float64, 24686: const     0.006706
vwretd    0.911395
SMB       0.003927
HML       0.005916
dtype: float64, 24687: const     0.000873
vwretd    0.976593
SMB       0.007125
HML       0.001324
dtype: float64, 24694: const     0.003663
vwretd    1.140204
SMB       0.016549
HML      -0.003338
dtype: float64, 24695: const    -0.081377
vwretd   -0.436309
SMB       0.057581
HML      -0.039334
dtype: float64, 24707: const    -0.001105
vwretd    0.817420
SMB       0.006184
HML       0.007581
dtype: float64, 24708: const     0.013540
vwretd    0.561342
SMB       0.005203
HML       0.008904
dtype: float64, 24715: const    -0.007675
vwretd    1.258536
SMB       0.000816
HML       0.005375
dtype: float64, 24716: const     0.000891
vwretd    0.995371
SMB       0.002282
HML      -0.003643
dtype: float64, 24723: const     0.002198
vwretd    0.498155
SMB      -0.000022
HML       0.004960
dtype: float64, 24724: const     0.035380
vwretd    0.005152
SMB       0.004399
HML      -0.012848
dtype: float64, 24731: const    -0.009409
vwretd    0.902450
SMB       0.026348
HML      -0.001515
dtype: float64, 24732: const    -0.001896
vwretd   -0.357470
SMB       0.001089
HML      -0.020685
dtype: float64, 24758: const     0.001357
vwretd    0.766041
SMB       0.002648
HML       0.001178
dtype: float64, 24759: const    -0.048848
vwretd   -3.034640
SMB       0.022037
HML       0.000840
dtype: float64, 24766: const     0.008048
vwretd    0.833363
SMB       0.001667
HML       0.002568
dtype: float64, 24767: const    -0.000828
vwretd    1.242139
SMB       0.005726
HML       0.004265
dtype: float64, 24774: const    -0.005631
vwretd    1.116719
SMB       0.017017
HML      -0.000508
dtype: float64, 24775: const    -0.013609
vwretd    0.401050
SMB      -0.008478
HML      -0.000888
dtype: float64, 24782: const     0.008400
vwretd    0.781000
SMB      -0.006578
HML       0.003497
dtype: float64, 24790: const     0.004589
vwretd    0.741091
SMB      -0.002161
HML       0.002703
dtype: float64, 24791: const     0.003470
vwretd    1.214398
SMB       0.017940
HML       0.001545
dtype: float64, 24803: const     0.002259
vwretd    0.707485
SMB      -0.001194
HML       0.003972
dtype: float64, 24804: const    -0.097555
vwretd   -0.311866
SMB       0.146059
HML       0.014602
dtype: float64, 24811: const    -0.006218
vwretd    1.388237
SMB       0.000945
HML       0.003842
dtype: float64, 24812: const     0.048732
vwretd    0.503380
SMB       0.000121
HML      -0.010325
dtype: float64, 24838: const     0.024738
vwretd    1.146600
SMB       0.007489
HML      -0.015441
dtype: float64, 24839: const     0.005256
vwretd    0.144954
SMB       0.004674
HML       0.001643
dtype: float64, 24846: const     0.009842
vwretd    0.782292
SMB       0.006997
HML      -0.004931
dtype: float64, 24847: const     0.018158
vwretd    0.381556
SMB       0.008905
HML      -0.002776
dtype: float64, 24854: const     0.004172
vwretd    1.365196
SMB      -0.002537
HML       0.002899
dtype: float64, 24862: const    -0.000020
vwretd    1.057557
SMB       0.017346
HML       0.001719
dtype: float64, 24863: const     0.012307
vwretd   -0.295058
SMB       0.021327
HML      -0.025690
dtype: float64, 24870: const     0.001106
vwretd    0.680072
SMB      -0.001868
HML       0.005981
dtype: float64, 24871: const    -0.047906
vwretd    1.665721
SMB       0.007523
HML       0.009153
dtype: float64, 24889: const    -0.000083
vwretd    1.112467
SMB       0.003228
HML       0.002013
dtype: float64, 24890: const     0.010874
vwretd    0.930466
SMB       0.012138
HML       0.004324
dtype: float64, 24897: const    -0.000180
vwretd    0.957324
SMB       0.015413
HML       0.000256
dtype: float64, 24898: const    -0.001512
vwretd    0.734906
SMB       0.039904
HML      -0.006602
dtype: float64, 24918: const    -0.011430
vwretd    1.181200
SMB       0.008131
HML       0.008797
dtype: float64, 24919: const     0.034663
vwretd    0.564598
SMB      -0.006108
HML      -0.001771
dtype: float64, 24926: const    -0.001449
vwretd    1.183958
SMB       0.002918
HML       0.007616
dtype: float64, 24927: const    -0.005909
vwretd    0.255416
SMB      -0.010551
HML      -0.028103
dtype: float64, 24934: const     0.000329
vwretd    1.257609
SMB       0.011416
HML       0.005096
dtype: float64, 24935: const     0.018587
vwretd    1.105135
SMB       0.006684
HML       0.001332
dtype: float64, 24942: const     0.003587
vwretd    0.950591
SMB       0.001543
HML       0.002433
dtype: float64, 24943: const    -0.034868
vwretd   -1.505931
SMB       0.028736
HML      -0.006789
dtype: float64, 24950: const     0.007050
vwretd    0.667521
SMB       0.006677
HML       0.001353
dtype: float64, 24951: const     0.007627
vwretd    0.556697
SMB       0.010404
HML      -0.002285
dtype: float64, 24969: const     0.002747
vwretd    0.517735
SMB       0.000395
HML       0.004547
dtype: float64, 24970: const    -0.009669
vwretd    0.351399
SMB       0.001027
HML       0.002419
dtype: float64, 24977: const    -0.004454
vwretd    1.567890
SMB      -0.001107
HML      -0.012733
dtype: float64, 24978: const    -0.098657
vwretd    0.061577
SMB       0.055027
HML       0.009130
dtype: float64, 24985: const     0.003700
vwretd    0.508178
SMB      -0.002290
HML       0.003161
dtype: float64, 24986: const     0.001747
vwretd    1.042337
SMB       0.005677
HML       0.001787
dtype: float64, 24993: const    -0.012571
vwretd    1.546078
SMB       0.006548
HML       0.002324
dtype: float64, 24994: const    -0.081542
vwretd    1.259815
SMB       0.021883
HML       0.056226
dtype: float64, 25005: const    -0.001591
vwretd    1.189278
SMB       0.001040
HML       0.001770
dtype: float64, 25006: const     0.052729
vwretd   -0.873512
SMB       0.012604
HML      -0.017226
dtype: float64, 25013: const     0.010035
vwretd    0.880032
SMB      -0.006283
HML      -0.003002
dtype: float64, 25021: const     0.006327
vwretd    0.951648
SMB       0.009652
HML       0.000182
dtype: float64, 25022: const     0.014178
vwretd    1.001157
SMB       0.004860
HML      -0.000901
dtype: float64, 25048: const    -0.001696
vwretd    0.954392
SMB       0.011432
HML       0.004685
dtype: float64, 25049: const     0.011715
vwretd    0.743513
SMB       0.004204
HML       0.001574
dtype: float64, 25056: const    -0.000424
vwretd    0.904091
SMB      -0.000512
HML       0.000503
dtype: float64, 25057: const     0.072580
vwretd   -0.595298
SMB       0.026478
HML      -0.010582
dtype: float64, 25064: const     0.002781
vwretd    1.115541
SMB       0.005347
HML       0.002545
dtype: float64, 25065: const     0.013080
vwretd    0.916979
SMB       0.016721
HML      -0.008698
dtype: float64, 25072: const     0.000564
vwretd    0.581175
SMB      -0.000105
HML       0.004338
dtype: float64, 25073: const     0.008570
vwretd    1.069558
SMB       0.013803
HML      -0.006246
dtype: float64, 25080: const    -0.002918
vwretd    0.759739
SMB       0.011783
HML       0.011272
dtype: float64, 25081: const    -0.000992
vwretd    1.111471
SMB      -0.000034
HML       0.010377
dtype: float64, 25099: const     0.003909
vwretd    0.480912
SMB      -0.000861
HML       0.005092
dtype: float64, 25100: const    -0.006321
vwretd   -0.062726
SMB       0.025314
HML      -0.001744
dtype: float64, 25101: const     0.004786
vwretd    0.924539
SMB       0.012881
HML      -0.000312
dtype: float64, 25102: const     0.032451
vwretd    0.347982
SMB       0.021032
HML      -0.000263
dtype: float64, 25128: const     0.004454
vwretd    1.004021
SMB       0.013032
HML       0.009393
dtype: float64, 25129: const     0.004387
vwretd    0.612090
SMB       0.000688
HML       0.005198
dtype: float64, 25136: const     0.010716
vwretd    0.614113
SMB       0.006565
HML      -0.004464
dtype: float64, 25137: const     0.004961
vwretd    0.921827
SMB       0.001352
HML       0.001460
dtype: float64, 25144: const     0.001719
vwretd    0.575062
SMB      -0.000616
HML       0.005814
dtype: float64, 25145: const    -0.001546
vwretd    0.904942
SMB       0.002043
HML       0.006653
dtype: float64, 25152: const     0.001152
vwretd    0.895254
SMB       0.009640
HML       0.013069
dtype: float64, 25153: const     0.012616
vwretd    0.222026
SMB       0.007924
HML       0.001707
dtype: float64, 25160: const    -0.000493
vwretd    1.145893
SMB       0.003526
HML       0.004105
dtype: float64, 25161: const     0.005228
vwretd    0.782437
SMB      -0.000641
HML       0.004172
dtype: float64, 25179: const    -0.009516
vwretd    1.240506
SMB      -0.006084
HML      -0.005694
dtype: float64, 25180: const     0.039450
vwretd    0.566703
SMB      -0.015757
HML      -0.005846
dtype: float64, 25187: const    -0.002653
vwretd    1.026434
SMB       0.008368
HML      -0.000676
dtype: float64, 25188: const     0.005597
vwretd    0.399876
SMB       0.014639
HML       0.005040
dtype: float64, 25195: const    -0.008134
vwretd    0.935392
SMB       0.009185
HML       0.007621
dtype: float64, 25196: const    -0.005851
vwretd    0.771351
SMB       0.009015
HML       0.001286
dtype: float64, 25208: const     0.000741
vwretd    0.684739
SMB      -0.000929
HML       0.006199
dtype: float64, 25209: const    -0.019382
vwretd    0.406169
SMB       0.013794
HML       0.005913
dtype: float64, 25216: const     0.000899
vwretd    1.107078
SMB       0.000148
HML       0.002356
dtype: float64, 25217: const     0.002730
vwretd    0.879489
SMB       0.007570
HML       0.005565
dtype: float64, 25224: const    -0.003055
vwretd    1.008833
SMB       0.026042
HML      -0.003277
dtype: float64, 25225: const     0.021345
vwretd    0.046922
SMB       0.008410
HML      -0.001504
dtype: float64, 25232: const     0.003035
vwretd    0.958278
SMB      -0.000419
HML       0.006161
dtype: float64, 25240: const     0.009932
vwretd    0.609063
SMB      -0.005725
HML      -0.007230
dtype: float64, 25241: const    -0.154877
vwretd    1.083564
SMB      -0.000530
HML       0.013718
dtype: float64, 25259: const    -0.004819
vwretd    1.060302
SMB       0.013367
HML       0.006801
dtype: float64, 25260: const     0.012751
vwretd    0.342598
SMB       0.003307
HML       0.004785
dtype: float64, 25267: const     0.004012
vwretd    0.862747
SMB      -0.002258
HML       0.002883
dtype: float64, 25275: const     0.072102
vwretd   -3.431913
SMB       0.001619
HML       0.091045
dtype: float64, 25276: const    -0.010357
vwretd    0.454720
SMB       0.009115
HML       0.007434
dtype: float64, 25283: const     0.003088
vwretd    0.632180
SMB      -0.002725
HML       0.002814
dtype: float64, 25291: const     0.003813
vwretd    0.576301
SMB       0.004415
HML       0.002920
dtype: float64, 25292: const    -0.018318
vwretd    1.571852
SMB       0.016588
HML       0.008660
dtype: float64, 25304: const    -0.002746
vwretd    1.175798
SMB       0.004696
HML       0.008890
dtype: float64, 25305: const     0.007182
vwretd    0.219633
SMB       0.002683
HML       0.002987
dtype: float64, 25312: const    -0.000310
vwretd    0.922259
SMB       0.011535
HML       0.000369
dtype: float64, 25313: const     0.003081
vwretd    0.688161
SMB       0.003831
HML      -0.001246
dtype: float64, 25320: const     0.004059
vwretd    0.649550
SMB      -0.002596
HML       0.001979
dtype: float64, 25321: const     0.008697
vwretd    0.327798
SMB       0.005765
HML      -0.003351
dtype: float64, 25339: const    -0.005018
vwretd    0.570968
SMB       0.006230
HML       0.004039
dtype: float64, 25340: const    -0.024670
vwretd    1.050794
SMB       0.012979
HML       0.013832
dtype: float64, 25347: const    -0.006814
vwretd    1.309237
SMB       0.009539
HML       0.005248
dtype: float64, 25348: const     0.004546
vwretd    0.898403
SMB       0.001893
HML       0.003562
dtype: float64, 25355: const     0.063155
vwretd    0.299961
SMB       0.002620
HML       0.056070
dtype: float64, 25356: const     0.011235
vwretd    0.766766
SMB       0.002189
HML       0.006345
dtype: float64, 25363: const    -0.011223
vwretd    1.512860
SMB       0.004101
HML       0.006234
dtype: float64, 25371: const    -0.000160
vwretd    1.171603
SMB       0.003581
HML       0.005141
dtype: float64, 25372: const    -0.001807
vwretd   -0.287384
SMB       0.019416
HML      -0.011998
dtype: float64, 25398: const    -0.002539
vwretd    1.247139
SMB       0.022053
HML      -0.000853
dtype: float64, 25399: const    -0.011767
vwretd   -0.014823
SMB       0.009027
HML      -0.002439
dtype: float64, 25400: const    -0.004482
vwretd    1.215015
SMB       0.000399
HML       0.004390
dtype: float64, 25401: const     0.013032
vwretd    1.294336
SMB       0.007694
HML      -0.008492
dtype: float64, 25419: const    -0.002292
vwretd    1.361888
SMB       0.001626
HML       0.006497
dtype: float64, 25420: const     0.024887
vwretd    0.354458
SMB       0.021091
HML      -0.015043
dtype: float64, 25427: const    -0.003037
vwretd    1.137874
SMB       0.010342
HML       0.005344
dtype: float64, 25428: const    -0.011950
vwretd   -0.005340
SMB       0.004347
HML      -0.001466
dtype: float64, 25435: const     0.005806
vwretd    0.505144
SMB       0.028143
HML       0.003897
dtype: float64, 25436: const     0.042867
vwretd   -0.457888
SMB       0.008859
HML       0.019293
dtype: float64, 25443: const     0.002035
vwretd    0.550179
SMB      -0.000474
HML       0.005278
dtype: float64, 25444: const    -0.016242
vwretd    1.032003
SMB       0.007681
HML       0.000913
dtype: float64, 25451: const     0.053297
vwretd   -1.202230
SMB      -0.048735
HML      -0.046590
dtype: float64, 25452: const    -0.000207
vwretd    1.318071
SMB       0.009172
HML       0.004143
dtype: float64, 25478: const     0.015855
vwretd    0.345395
SMB       0.000857
HML       0.000080
dtype: float64, 25479: const    -0.024716
vwretd    1.002877
SMB       0.008808
HML      -0.001632
dtype: float64, 25486: const     0.002016
vwretd    1.036460
SMB       0.011321
HML       0.003072
dtype: float64, 25487: const     0.003113
vwretd    2.438782
SMB       0.009087
HML       0.010319
dtype: float64, 25494: const     0.033880
vwretd    1.228319
SMB       0.027493
HML      -0.005451
dtype: float64, 25495: const    -0.025580
vwretd    0.970491
SMB       0.012163
HML       0.011355
dtype: float64, 25507: const    -0.013209
vwretd    1.442841
SMB       0.018908
HML       0.004826
dtype: float64, 25508: const    -0.022808
vwretd    1.708512
SMB       0.023054
HML       0.013279
dtype: float64, 25515: const    -0.012685
vwretd    0.948046
SMB       0.016970
HML       0.004794
dtype: float64, 25523: const     0.002161
vwretd    0.708046
SMB      -0.001131
HML       0.004017
dtype: float64, 25524: const     0.021270
vwretd    0.179571
SMB       0.011652
HML       0.006281
dtype: float64, 25531: const    -0.007410
vwretd    1.341110
SMB       0.009242
HML       0.005241
dtype: float64, 25558: const     0.003200
vwretd    0.750684
SMB       0.002088
HML       0.000908
dtype: float64, 25559: const     0.041041
vwretd    2.624096
SMB      -0.005747
HML       0.011233
dtype: float64, 25566: const     0.002045
vwretd    0.857048
SMB       0.006794
HML       0.001029
dtype: float64, 25567: const     0.003493
vwretd    0.515259
SMB       0.013279
HML       0.014390
dtype: float64, 25574: const     0.001025
vwretd    0.925969
SMB       0.007168
HML       0.000647
dtype: float64, 25582: const     0.003475
vwretd    1.060354
SMB       0.005122
HML      -0.000561
dtype: float64, 25583: const    -0.004762
vwretd    1.203929
SMB       0.015345
HML       0.000103
dtype: float64, 25590: const     0.003191
vwretd    0.657091
SMB      -0.000237
HML       0.004293
dtype: float64, 25591: const    -0.304847
vwretd    0.003869
SMB       0.027800
HML       0.041673
dtype: float64, 25603: const     0.009969
vwretd    0.493083
SMB       0.008100
HML       0.007164
dtype: float64, 25604: const     0.003508
vwretd    1.094612
SMB       0.012156
HML      -0.014150
dtype: float64, 25611: const     0.005184
vwretd    0.989411
SMB       0.007844
HML       0.000039
dtype: float64, 25612: const     0.006901
vwretd    0.833837
SMB       0.008485
HML       0.002215
dtype: float64, 25638: const     0.009174
vwretd    1.076979
SMB       0.006913
HML      -0.006264
dtype: float64, 25639: const    -0.047503
vwretd    0.719602
SMB      -0.014384
HML       0.003965
dtype: float64, 25646: const     0.001616
vwretd    0.931881
SMB       0.003583
HML       0.002377
dtype: float64, 25647: const     0.028839
vwretd    1.238667
SMB      -0.005247
HML       0.010438
dtype: float64, 25654: const     0.005358
vwretd    1.161925
SMB      -0.000736
HML      -0.000435
dtype: float64, 25655: const     0.014087
vwretd    0.925468
SMB       0.028979
HML       0.034890
dtype: float64, 25662: const    -0.001999
vwretd    1.084953
SMB       0.005339
HML       0.009036
dtype: float64, 25670: const    -0.003690
vwretd    1.607036
SMB       0.012567
HML       0.012756
dtype: float64, 25671: const    -0.020881
vwretd    1.449056
SMB       0.036284
HML       0.016629
dtype: float64, 25689: const    -0.005379
vwretd    0.830842
SMB       0.010684
HML       0.009589
dtype: float64, 25697: const     0.007251
vwretd    1.288908
SMB       0.005087
HML      -0.006513
dtype: float64, 25698: const    -0.018143
vwretd    0.882406
SMB       0.013832
HML      -0.005151
dtype: float64, 25718: const    -0.014035
vwretd    1.086707
SMB       0.011358
HML       0.006947
dtype: float64, 25719: const     0.081932
vwretd   -0.619549
SMB       0.015053
HML      -0.045449
dtype: float64, 25726: const    -0.000478
vwretd    0.873736
SMB       0.004585
HML       0.000757
dtype: float64, 25727: const     0.010725
vwretd    1.297419
SMB       0.020656
HML      -0.008115
dtype: float64, 25734: const    -0.007756
vwretd    2.276717
SMB      -0.003569
HML       0.002488
dtype: float64, 25735: const    -0.025463
vwretd    1.182426
SMB       0.019882
HML       0.006515
dtype: float64, 25742: const     0.013845
vwretd    1.085191
SMB       0.034041
HML       0.023325
dtype: float64, 25743: const    -0.012003
vwretd    1.783311
SMB       0.010903
HML       0.004222
dtype: float64, 25750: const     0.001930
vwretd    1.314663
SMB       0.006654
HML       0.000624
dtype: float64, 25751: const     0.026947
vwretd    0.538987
SMB       0.019432
HML       0.016151
dtype: float64, 25769: const     0.001858
vwretd    1.041635
SMB      -0.002201
HML       0.001440
dtype: float64, 25770: const    -0.007714
vwretd    1.013322
SMB       0.056746
HML      -0.008782
dtype: float64, 25778: const     0.008261
vwretd    1.356781
SMB       0.002649
HML      -0.007041
dtype: float64, 25785: const    -0.003137
vwretd    1.330815
SMB       0.000349
HML       0.008688
dtype: float64, 25786: const    -0.003774
vwretd    1.835633
SMB       0.007613
HML       0.011294
dtype: float64, 25793: const    -0.000981
vwretd    0.850891
SMB       0.006824
HML       0.003555
dtype: float64, 25794: const    -0.052893
vwretd    2.618377
SMB      -0.033161
HML      -0.003330
dtype: float64, 25806: const    -0.005778
vwretd    1.078591
SMB       0.005184
HML       0.008884
dtype: float64, 25807: const    -0.160669
vwretd    1.780556
SMB       0.084342
HML       0.032341
dtype: float64, 25814: const    -0.006907
vwretd    0.497190
SMB       0.010897
HML       0.003602
dtype: float64, 25815: const    -0.128098
vwretd    0.716639
SMB       0.049039
HML       0.025716
dtype: float64, 25822: const     0.004081
vwretd    1.081716
SMB       0.015422
HML       0.007007
dtype: float64, 25823: const     0.016497
vwretd    0.751752
SMB       0.010319
HML      -0.001030
dtype: float64, 25830: const     0.015285
vwretd    0.473725
SMB       0.001903
HML      -0.001681
dtype: float64, 25831: const    -0.001183
vwretd    0.689925
SMB       0.009947
HML      -0.008446
dtype: float64, 25849: const     0.003332
vwretd    0.687518
SMB       0.011498
HML       0.001723
dtype: float64, 25850: const    -0.038071
vwretd    1.517997
SMB       0.016705
HML       0.001810
dtype: float64, 25857: const     0.011567
vwretd    0.401356
SMB       0.024606
HML      -0.024939
dtype: float64, 25858: const    -0.069870
vwretd    3.796735
SMB       0.058529
HML       0.023254
dtype: float64, 25865: const     0.003851
vwretd    1.276926
SMB       0.012082
HML      -0.000770
dtype: float64, 25866: const     0.030141
vwretd    0.566643
SMB       0.029283
HML      -0.002792
dtype: float64, 25873: const     0.003124
vwretd    1.143685
SMB       0.001113
HML       0.002000
dtype: float64, 25874: const     0.043011
vwretd    0.358093
SMB       0.014053
HML      -0.014333
dtype: float64, 25881: const     0.007468
vwretd    0.452742
SMB       0.017793
HML      -0.003815
dtype: float64, 25882: const     0.005928
vwretd    1.201960
SMB       0.015076
HML      -0.008287
dtype: float64, 25902: const    -0.009311
vwretd    1.141374
SMB       0.014231
HML       0.016399
dtype: float64, 25903: const    -0.033434
vwretd   -3.132693
SMB       0.021730
HML      -0.047884
dtype: float64, 25910: const     0.004256
vwretd    0.978566
SMB      -0.000530
HML       0.003597
dtype: float64, 25911: const    -0.053747
vwretd   -0.006002
SMB      -0.036268
HML      -0.374955
dtype: float64, 25929: const    -0.009240
vwretd    0.797471
SMB       0.014480
HML       0.008188
dtype: float64, 25937: const     0.003459
vwretd    1.118297
SMB       0.006227
HML       0.001271
dtype: float64, 25938: const     0.001727
vwretd    0.631949
SMB       0.007770
HML       0.002465
dtype: float64, 25945: const     0.014380
vwretd    0.689656
SMB       0.011247
HML       0.000736
dtype: float64, 25946: const    -0.051063
vwretd    1.163225
SMB       0.032917
HML       0.023634
dtype: float64, 25953: const     0.003517
vwretd    1.156040
SMB       0.001995
HML       0.002303
dtype: float64, 25954: const     0.020041
vwretd    1.284734
SMB       0.028768
HML       0.003887
dtype: float64, 25961: const    -0.008156
vwretd    1.188439
SMB       0.014781
HML       0.001344
dtype: float64, 25962: const     0.050471
vwretd    1.437693
SMB       0.014666
HML      -0.007840
dtype: float64, 25988: const     0.005904
vwretd    0.977089
SMB       0.000788
HML      -0.003787
dtype: float64, 25989: const     0.010784
vwretd    1.088977
SMB       0.013512
HML      -0.000357
dtype: float64, 25996: const    -0.005409
vwretd    2.451316
SMB      -0.031055
HML       0.035998
dtype: float64, 25997: const    -0.066497
vwretd    2.110395
SMB       0.022887
HML      -0.024266
dtype: float64, 26008: const    -0.005550
vwretd    1.066569
SMB       0.009365
HML       0.014877
dtype: float64, 26009: const     0.007224
vwretd    1.124941
SMB       0.012219
HML      -0.001644
dtype: float64, 26016: const    -0.019627
vwretd    1.224174
SMB       0.011116
HML       0.008927
dtype: float64, 26024: const    -0.000281
vwretd    0.944951
SMB       0.012293
HML       0.003666
dtype: float64, 26025: const    -0.009251
vwretd    1.521735
SMB       0.004486
HML      -0.000953
dtype: float64, 26032: const     0.112243
vwretd    4.121566
SMB      -0.075949
HML       0.071846
dtype: float64, 26033: const    -0.004914
vwretd   -0.083611
SMB       0.034725
HML       0.000469
dtype: float64, 26040: const     0.000825
vwretd    0.467660
SMB       0.003220
HML       0.000819
dtype: float64, 26059: const     0.005227
vwretd    1.319000
SMB       0.011697
HML      -0.003671
dtype: float64, 26060: const     0.016114
vwretd    0.402345
SMB       0.009976
HML      -0.007441
dtype: float64, 26067: const     0.001178
vwretd    1.301270
SMB       0.011254
HML      -0.006248
dtype: float64, 26068: const    -0.099783
vwretd    2.929566
SMB      -0.055335
HML       0.007273
dtype: float64, 26075: const     0.001065
vwretd    1.125690
SMB       0.000706
HML       0.001501
dtype: float64, 26076: const     0.036132
vwretd    2.145585
SMB       0.049915
HML       0.008552
dtype: float64, 26083: const     0.003343
vwretd    0.856906
SMB      -0.001028
HML       0.003006
dtype: float64, 26084: const    -0.000121
vwretd    1.074530
SMB       0.007912
HML       0.001448
dtype: float64, 26091: const    -0.044215
vwretd    2.472705
SMB       0.005537
HML       0.017060
dtype: float64, 26092: const    -0.030669
vwretd    1.041198
SMB       0.046186
HML       0.003906
dtype: float64, 26104: const     0.022457
vwretd    0.280358
SMB       0.007735
HML       0.002653
dtype: float64, 26105: const    -0.009677
vwretd    0.551901
SMB       0.021551
HML      -0.008286
dtype: float64, 26112: const    -0.005971
vwretd    1.382879
SMB      -0.000337
HML       0.004060
dtype: float64, 26113: const     0.004049
vwretd    0.755356
SMB       0.016035
HML      -0.007053
dtype: float64, 26120: const     0.005220
vwretd    1.021133
SMB      -0.001264
HML       0.000449
dtype: float64, 26121: const    -0.021117
vwretd    1.416980
SMB       0.013938
HML       0.007840
dtype: float64, 26139: const    -0.000259
vwretd    1.046659
SMB       0.022113
HML      -0.009975
dtype: float64, 26140: const     0.023082
vwretd    0.063089
SMB       0.000205
HML       0.024628
dtype: float64, 26147: const    -0.016105
vwretd    1.922807
SMB       0.001191
HML      -0.012479
dtype: float64, 26148: const    -0.052148
vwretd    0.558594
SMB       0.038692
HML       0.018541
dtype: float64, 26155: const    -0.001955
vwretd    1.222878
SMB       0.007231
HML       0.000544
dtype: float64, 26156: const    -0.192855
vwretd    4.260218
SMB      -0.006112
HML       0.011957
dtype: float64, 26163: const    -0.005058
vwretd    1.159598
SMB       0.005491
HML       0.007165
dtype: float64, 26171: const    -0.001992
vwretd    0.729282
SMB       0.011264
HML       0.011724
dtype: float64, 26198: const     0.004124
vwretd    0.771430
SMB       0.006061
HML       0.001780
dtype: float64, 26199: const     0.005760
vwretd    0.654399
SMB       0.024512
HML      -0.002552
dtype: float64, 26200: const    -0.015815
vwretd    1.246310
SMB       0.005272
HML       0.004531
dtype: float64, 26201: const     0.004003
vwretd    1.317671
SMB       0.015634
HML      -0.001830
dtype: float64, 26219: const    -0.001710
vwretd    1.091137
SMB       0.004533
HML       0.003316
dtype: float64, 26220: const     0.022247
vwretd    1.883330
SMB       0.015422
HML       0.005886
dtype: float64, 26227: const    -0.000081
vwretd    0.844724
SMB       0.007962
HML       0.004862
dtype: float64, 26228: const    -0.117696
vwretd    0.001809
SMB       0.066310
HML       0.021723
dtype: float64, 26235: const     0.002662
vwretd    1.165553
SMB       0.009340
HML       0.001024
dtype: float64, 26236: const    -0.025919
vwretd    0.511516
SMB      -0.000907
HML       0.004270
dtype: float64, 26243: const    -0.004041
vwretd    0.675261
SMB       0.011069
HML       0.002003
dtype: float64, 26244: const    -0.008963
vwretd    3.336343
SMB       0.014502
HML       0.004658
dtype: float64, 26251: const    -0.009105
vwretd    1.233387
SMB       0.017187
HML       0.000808
dtype: float64, 26252: const     0.019971
vwretd    0.770555
SMB       0.014060
HML      -0.005664
dtype: float64, 26278: const    -0.005423
vwretd    0.860780
SMB       0.011857
HML       0.006785
dtype: float64, 26279: const     0.002217
vwretd    1.039697
SMB       0.010646
HML      -0.000912
dtype: float64, 26286: const    -0.009668
vwretd    0.938578
SMB       0.006126
HML       0.003990
dtype: float64, 26287: const     0.023267
vwretd   -0.996714
SMB       0.011453
HML      -0.030436
dtype: float64, 26294: const    -0.002957
vwretd    1.347414
SMB       0.004822
HML       0.009029
dtype: float64, 26295: const     0.007939
vwretd    1.127913
SMB       0.012219
HML       0.010355
dtype: float64, 26307: const     0.004809
vwretd    1.137393
SMB       0.006023
HML       0.001554
dtype: float64, 26308: const    -0.037005
vwretd    1.128898
SMB       0.016633
HML       0.002401
dtype: float64, 26315: const    -0.031801
vwretd    1.770325
SMB       0.052804
HML       0.025551
dtype: float64, 26316: const     0.012120
vwretd    0.824448
SMB       0.011795
HML       0.000018
dtype: float64, 26323: const     0.006602
vwretd    0.750995
SMB       0.010217
HML       0.007480
dtype: float64, 26331: const    -0.008166
vwretd    1.115208
SMB       0.013363
HML       0.007943
dtype: float64, 26332: const     0.016917
vwretd    1.390002
SMB       0.000524
HML       0.003985
dtype: float64, 26358: const    -0.008941
vwretd    0.988350
SMB       0.004533
HML       0.000244
dtype: float64, 26359: const    -0.033927
vwretd    0.905866
SMB       0.001425
HML       0.005978
dtype: float64, 26366: const     0.001154
vwretd    1.003966
SMB       0.005848
HML       0.000479
dtype: float64, 26367: const    -0.028360
vwretd    1.077788
SMB       0.002972
HML       0.008443
dtype: float64, 26374: const     0.000034
vwretd    1.140402
SMB       0.001400
HML       0.001834
dtype: float64, 26375: const     0.000648
vwretd    0.272446
SMB       0.012086
HML      -0.006471
dtype: float64, 26382: const     0.003588
vwretd    1.534553
SMB       0.001587
HML       0.003427
dtype: float64, 26383: const      0.536626
vwretd    53.424931
SMB       -0.788018
HML       -0.508613
dtype: float64, 26390: const     0.007988
vwretd    0.858240
SMB      -0.000985
HML      -0.004820
dtype: float64, 26403: const     0.003103
vwretd    1.240542
SMB       0.001049
HML       0.000892
dtype: float64, 26404: const     0.024175
vwretd    0.695889
SMB      -0.003998
HML       0.001759
dtype: float64, 26411: const     0.004858
vwretd    0.554163
SMB       0.001616
HML       0.005015
dtype: float64, 26438: const    -0.006153
vwretd    1.221036
SMB       0.002181
HML      -0.001886
dtype: float64, 26439: const     0.013325
vwretd    0.202241
SMB       0.007759
HML      -0.000018
dtype: float64, 26446: const    -0.012318
vwretd    1.465820
SMB       0.017156
HML      -0.002085
dtype: float64, 26447: const     0.007021
vwretd    0.291348
SMB       0.006090
HML       0.001992
dtype: float64, 26454: const     0.000233
vwretd    1.357170
SMB       0.004834
HML       0.002852
dtype: float64, 26455: const    -0.002089
vwretd    0.077086
SMB       0.003933
HML      -0.000794
dtype: float64, 26462: const     0.001784
vwretd    0.835895
SMB       0.009941
HML       0.006055
dtype: float64, 26463: const     0.007155
vwretd    0.306875
SMB       0.002310
HML       0.003676
dtype: float64, 26470: const     0.003366
vwretd    0.662806
SMB       0.002837
HML       0.006254
dtype: float64, 26471: const    -0.066493
vwretd    1.150950
SMB      -0.019417
HML      -0.007048
dtype: float64, 26489: const     0.000356
vwretd    1.331025
SMB       0.012980
HML       0.000584
dtype: float64, 26490: const    -0.011613
vwretd    0.485041
SMB       0.197227
HML      -0.000301
dtype: float64, 26497: const     0.000947
vwretd    0.857377
SMB       0.006684
HML       0.012139
dtype: float64, 26498: const     0.002135
vwretd    0.584817
SMB       0.007597
HML       0.002200
dtype: float64, 26518: const     0.006027
vwretd    0.941613
SMB       0.003983
HML      -0.001140
dtype: float64, 26526: const     0.004323
vwretd    0.486728
SMB       0.004007
HML      -0.003517
dtype: float64, 26534: const     0.006411
vwretd    1.358053
SMB      -0.003286
HML      -0.004234
dtype: float64, 26535: const    -0.001202
vwretd    0.987852
SMB       0.000365
HML       0.015028
dtype: float64, 26542: const    -0.001867
vwretd    0.997096
SMB      -0.001057
HML       0.002386
dtype: float64, 26550: const    -0.002468
vwretd    1.250645
SMB      -0.000217
HML       0.008359
dtype: float64, 26551: const     0.004466
vwretd    0.278361
SMB       0.007364
HML       0.003876
dtype: float64, 26569: const    -0.004440
vwretd    0.796798
SMB       0.013705
HML       0.009604
dtype: float64, 26570: const    -0.021766
vwretd    0.687587
SMB       0.006619
HML       0.008473
dtype: float64, 26577: const    -0.005603
vwretd    1.117313
SMB       0.008974
HML       0.005664
dtype: float64, 26578: const    -0.004614
vwretd    0.999379
SMB       0.011243
HML       0.006907
dtype: float64, 26585: const    -0.001043
vwretd    0.720501
SMB      -0.000251
HML       0.007096
dtype: float64, 26586: const     0.006561
vwretd    0.843208
SMB       0.004508
HML       0.002276
dtype: float64, 26593: const     0.005130
vwretd    1.101570
SMB       0.001465
HML      -0.003490
dtype: float64, 26594: const    -0.238724
vwretd    2.081935
SMB       0.064488
HML       0.042714
dtype: float64, 26606: const    -0.002235
vwretd    0.714255
SMB       0.000336
HML       0.007300
dtype: float64, 26607: const    -0.000432
vwretd    1.068197
SMB       0.008313
HML       0.009344
dtype: float64, 26614: const     0.003920
vwretd    0.469541
SMB       0.003688
HML       0.004265
dtype: float64, 26622: const     0.000097
vwretd    0.965942
SMB       0.001565
HML       0.001122
dtype: float64, 26630: const    -0.007845
vwretd    0.658732
SMB       0.003778
HML      -0.001368
dtype: float64, 26631: const    -0.262609
vwretd    0.023547
SMB       0.195482
HML       0.040408
dtype: float64, 26649: const     0.006994
vwretd    0.443848
SMB       0.002371
HML      -0.000010
dtype: float64, 26650: const     0.000879
vwretd    0.740800
SMB       0.005783
HML       0.005631
dtype: float64, 26657: const    -0.008561
vwretd    1.205742
SMB       0.005395
HML       0.005559
dtype: float64, 26658: const    -0.018974
vwretd    0.346189
SMB       0.022209
HML       0.002238
dtype: float64, 26665: const    -0.001359
vwretd    1.145105
SMB       0.011484
HML       0.000374
dtype: float64, 26666: const    -0.002398
vwretd    1.117532
SMB       0.003262
HML      -0.000493
dtype: float64, 26673: const    -0.001446
vwretd    1.063233
SMB       0.013337
HML      -0.005722
dtype: float64, 26681: const     0.007791
vwretd    0.847277
SMB      -0.004342
HML      -0.007218
dtype: float64, 26682: const     0.001819
vwretd    0.400133
SMB       0.000366
HML       0.000330
dtype: float64, 26702: const    -0.015887
vwretd    1.399628
SMB       0.009899
HML       0.006797
dtype: float64, 26710: const     0.003139
vwretd    1.190290
SMB       0.002078
HML       0.005123
dtype: float64, 26711: const     0.005339
vwretd    0.508834
SMB       0.001956
HML       0.005075
dtype: float64, 26729: const     0.008288
vwretd    0.959655
SMB       0.005270
HML      -0.000665
dtype: float64, 26737: const     0.005878
vwretd    0.662399
SMB       0.000704
HML       0.001102
dtype: float64, 26738: const    -0.128354
vwretd    5.580910
SMB       0.104722
HML       0.098331
dtype: float64, 26745: const    -0.015534
vwretd    2.096185
SMB       0.013733
HML       0.006374
dtype: float64, 26746: const     0.013207
vwretd    1.581642
SMB      -0.001523
HML       0.004075
dtype: float64, 26753: const    -0.010186
vwretd    1.010813
SMB       0.007114
HML       0.009907
dtype: float64, 26754: const    -0.027860
vwretd    1.006009
SMB       0.026237
HML       0.008538
dtype: float64, 26761: const     0.002291
vwretd    1.104486
SMB       0.012152
HML       0.000875
dtype: float64, 26762: const     0.018076
vwretd    0.237082
SMB       0.008690
HML      -0.005581
dtype: float64, 26788: const     0.003643
vwretd    1.077902
SMB      -0.000591
HML       0.001117
dtype: float64, 26789: const     0.000889
vwretd    0.886338
SMB       0.004240
HML       0.005790
dtype: float64, 26796: const     0.001348
vwretd    1.380258
SMB       0.003924
HML       0.000267
dtype: float64, 26797: const     0.006966
vwretd    0.679567
SMB       0.017000
HML       0.007974
dtype: float64, 26809: const     0.003570
vwretd    0.826176
SMB       0.009704
HML       0.002289
dtype: float64, 26810: const     0.001851
vwretd    1.174925
SMB      -0.007331
HML       0.004650
dtype: float64, 26817: const    -0.000627
vwretd    0.872171
SMB      -0.000828
HML       0.002975
dtype: float64, 26818: const     0.045835
vwretd    0.866749
SMB       0.013163
HML       0.012748
dtype: float64, 26825: const     0.005947
vwretd    0.583138
SMB      -0.001771
HML       0.000939
dtype: float64, 26826: const    -0.060513
vwretd    2.517055
SMB       0.001967
HML       0.044634
dtype: float64, 26833: const    -0.001982
vwretd    1.158836
SMB       0.012526
HML       0.006667
dtype: float64, 26834: const    -0.037395
vwretd    1.148924
SMB       0.018035
HML       0.014158
dtype: float64, 26841: const    -0.004574
vwretd    1.132014
SMB       0.011726
HML       0.004009
dtype: float64, 26868: const     0.013507
vwretd    0.890154
SMB       0.003991
HML      -0.005571
dtype: float64, 26876: const    -0.004125
vwretd    1.135293
SMB       0.003902
HML       0.006541
dtype: float64, 26877: const     0.051203
vwretd   -0.246644
SMB      -0.015652
HML      -0.049195
dtype: float64, 26884: const     0.007793
vwretd    0.977255
SMB       0.001331
HML      -0.002837
dtype: float64, 26892: const    -0.003884
vwretd    1.000193
SMB      -0.002593
HML       0.008551
dtype: float64, 26905: const     0.000596
vwretd    0.551330
SMB       0.002370
HML       0.005818
dtype: float64, 26906: const     0.042280
vwretd   -0.969366
SMB       0.000708
HML      -0.023416
dtype: float64, 26913: const    -0.020184
vwretd    1.266870
SMB       0.018470
HML       0.009178
dtype: float64, 26914: const     0.034145
vwretd    0.831323
SMB      -0.009196
HML       0.001614
dtype: float64, 26921: const    -0.001929
vwretd    0.898330
SMB       0.012306
HML      -0.001938
dtype: float64, 26922: const    -0.249331
vwretd   -8.903445
SMB       0.170549
HML       0.114339
dtype: float64, 26948: const     0.007584
vwretd    0.575680
SMB       0.009120
HML       0.008604
dtype: float64, 26956: const    -0.001081
vwretd    1.020286
SMB       0.007360
HML      -0.001019
dtype: float64, 26957: const     0.032253
vwretd    0.866736
SMB       0.008094
HML       0.007816
dtype: float64, 26964: const     0.006412
vwretd    0.714533
SMB       0.007486
HML       0.006356
dtype: float64, 26965: const     0.015716
vwretd    1.022156
SMB       0.005576
HML      -0.006891
dtype: float64, 26972: const     0.000802
vwretd    1.098872
SMB       0.008460
HML       0.005625
dtype: float64, 26973: const     0.003761
vwretd    0.748317
SMB       0.026272
HML      -0.017584
dtype: float64, 26980: const     0.009481
vwretd    0.765780
SMB       0.016628
HML      -0.006285
dtype: float64, 26981: const     0.028676
vwretd   -2.020909
SMB       0.028324
HML       0.004178
dtype: float64, 26999: const    -0.005721
vwretd    1.100586
SMB       0.017951
HML       0.001357
dtype: float64, 27000: const    -0.018987
vwretd    1.789934
SMB       0.002086
HML       0.007985
dtype: float64, 27019: const     0.016072
vwretd    0.824842
SMB       0.028934
HML      -0.018792
dtype: float64, 27020: const    -0.004973
vwretd    0.677956
SMB       0.016172
HML      -0.004078
dtype: float64, 27027: const     0.000058
vwretd    1.318245
SMB       0.009982
HML       0.005429
dtype: float64, 27028: const     0.004790
vwretd    1.222925
SMB      -0.004484
HML      -0.008834
dtype: float64, 27035: const     0.000398
vwretd    0.926538
SMB       0.005917
HML       0.002699
dtype: float64, 27036: const     0.004249
vwretd    1.263676
SMB       0.012611
HML      -0.022287
dtype: float64, 27043: const     0.002230
vwretd    0.962065
SMB       0.006177
HML      -0.000769
dtype: float64, 27044: const     0.018980
vwretd   -0.307124
SMB      -0.022553
HML      -0.004426
dtype: float64, 27051: const     0.006071
vwretd    1.021855
SMB       0.000314
HML      -0.004990
dtype: float64, 27052: const    -0.009565
vwretd    0.043204
SMB       0.011267
HML       0.001360
dtype: float64, 27078: const    -0.006499
vwretd    1.302280
SMB       0.015141
HML       0.011120
dtype: float64, 27086: const     0.004639
vwretd    1.122882
SMB       0.008089
HML      -0.001264
dtype: float64, 27087: const     0.032849
vwretd    1.187664
SMB       0.007086
HML      -0.007954
dtype: float64, 27094: const    -0.003355
vwretd    1.020208
SMB       0.017437
HML      -0.004584
dtype: float64, 27107: const     0.006706
vwretd    1.343289
SMB       0.006548
HML      -0.002566
dtype: float64, 27108: const     0.008847
vwretd    0.823657
SMB       0.006880
HML      -0.006061
dtype: float64, 27115: const    -0.004181
vwretd    1.679919
SMB      -0.001626
HML       0.004478
dtype: float64, 27116: const     0.012894
vwretd    0.396826
SMB       0.004362
HML       0.013236
dtype: float64, 27123: const    -0.016878
vwretd    1.030390
SMB       0.013760
HML      -0.002175
dtype: float64, 27124: const    -0.020928
vwretd    1.421766
SMB       0.002153
HML       0.010214
dtype: float64, 27131: const     0.005188
vwretd    1.088882
SMB       0.005629
HML       0.006459
dtype: float64, 27158: const     0.001818
vwretd    1.177150
SMB       0.002054
HML       0.000669
dtype: float64, 27166: const    -0.009886
vwretd    1.158102
SMB       0.000753
HML      -0.002712
dtype: float64, 27167: const     0.005381
vwretd    1.374294
SMB       0.020954
HML       0.010400
dtype: float64, 27174: const    -0.000605
vwretd    1.158524
SMB       0.010047
HML       0.002922
dtype: float64, 27175: const     0.028464
vwretd    0.592729
SMB      -0.011658
HML       0.006420
dtype: float64, 27182: const    -0.025467
vwretd    0.632650
SMB       0.024060
HML      -0.004984
dtype: float64, 27183: const    -0.051144
vwretd    1.675681
SMB       0.024192
HML       0.017267
dtype: float64, 27190: const     0.008120
vwretd    1.164272
SMB      -0.002963
HML      -0.005997
dtype: float64, 27203: const     0.005465
vwretd    0.479742
SMB       0.006241
HML      -0.002809
dtype: float64, 27204: const     0.014736
vwretd    0.513663
SMB      -0.010068
HML      -0.014500
dtype: float64, 27211: const    -0.003689
vwretd    1.447206
SMB       0.001315
HML       0.001182
dtype: float64, 27212: const     0.009916
vwretd   -0.136545
SMB       0.005838
HML      -0.001166
dtype: float64, 27238: const    -0.011662
vwretd    1.280709
SMB       0.016669
HML       0.004148
dtype: float64, 27239: const     0.001953
vwretd    0.874878
SMB       0.014703
HML      -0.001997
dtype: float64, 27247: const    -0.078626
vwretd    1.856750
SMB       0.015269
HML       0.019927
dtype: float64, 27254: const    -0.001423
vwretd    0.760363
SMB       0.004805
HML       0.007084
dtype: float64, 27255: const     0.009435
vwretd    1.191850
SMB       0.014248
HML      -0.004893
dtype: float64, 27262: const     0.000165
vwretd    1.048171
SMB       0.006233
HML      -0.000782
dtype: float64, 27263: const     0.002805
vwretd    1.015097
SMB       0.001772
HML       0.004126
dtype: float64, 27270: const    -0.001279
vwretd    1.040852
SMB       0.008150
HML       0.006110
dtype: float64, 27271: const     0.036468
vwretd    0.214789
SMB       0.022790
HML      -0.028875
dtype: float64, 27289: const    -0.006798
vwretd    1.113518
SMB       0.012149
HML       0.011504
dtype: float64, 27290: const     0.006899
vwretd   -0.154522
SMB      -0.000174
HML       0.005175
dtype: float64, 27297: const    -0.001368
vwretd    1.844285
SMB      -0.001809
HML       0.004429
dtype: float64, 27318: const    -0.000753
vwretd    0.829230
SMB       0.006140
HML       0.003748
dtype: float64, 27319: const    -0.055454
vwretd    0.399691
SMB       0.015828
HML      -0.027413
dtype: float64, 27326: const     0.006409
vwretd    0.693305
SMB       0.003540
HML       0.004138
dtype: float64, 27327: const     0.070193
vwretd    1.926347
SMB       0.002924
HML       0.010578
dtype: float64, 27334: const     0.004970
vwretd    1.102573
SMB       0.004514
HML       0.001352
dtype: float64, 27335: const     0.055080
vwretd    0.777839
SMB       0.051317
HML       0.018978
dtype: float64, 27342: const     0.001668
vwretd    1.140118
SMB       0.007814
HML       0.004460
dtype: float64, 27343: const     0.033646
vwretd    1.237347
SMB       0.038724
HML       0.042988
dtype: float64, 27350: const    -0.005881
vwretd    1.106468
SMB       0.009650
HML       0.008795
dtype: float64, 27369: const     0.004495
vwretd    0.787918
SMB       0.013745
HML      -0.006712
dtype: float64, 27370: const    -0.046460
vwretd    1.432358
SMB       0.022804
HML      -0.007496
dtype: float64, 27377: const     0.004363
vwretd    0.647043
SMB       0.005896
HML       0.004633
dtype: float64, 27378: const      0.088245
vwretd    16.630649
SMB       -0.237235
HML       -0.131323
dtype: float64, 27385: const     0.000212
vwretd    0.612733
SMB       0.000081
HML       0.006812
dtype: float64, 27386: const    -0.050713
vwretd    2.764284
SMB       0.018772
HML       0.014192
dtype: float64, 27393: const    -0.018805
vwretd    0.935351
SMB       0.013164
HML       0.007136
dtype: float64, 27394: const     -0.670576
vwretd   -65.534781
SMB        1.001060
HML        0.499410
dtype: float64, 27406: const    -0.000427
vwretd    1.272740
SMB       0.010226
HML      -0.002582
dtype: float64, 27407: const    -0.003521
vwretd    0.332734
SMB       0.019933
HML       0.003186
dtype: float64, 27414: const    -0.036553
vwretd    1.917305
SMB      -0.003991
HML       0.045604
dtype: float64, 27415: const    -0.118590
vwretd   -0.608027
SMB      -0.011160
HML      -0.003703
dtype: float64, 27422: const     0.000596
vwretd    1.330207
SMB       0.005292
HML       0.007624
dtype: float64, 27423: const     0.053575
vwretd    0.309738
SMB      -0.002233
HML      -0.003021
dtype: float64, 27430: const     0.001363
vwretd    1.331972
SMB       0.005157
HML       0.009194
dtype: float64, 27431: const     0.003541
vwretd    0.545976
SMB       0.003433
HML       0.006115
dtype: float64, 27449: const    -0.009775
vwretd    0.880018
SMB       0.006994
HML       0.007046
dtype: float64, 27450: const     0.034170
vwretd    0.407837
SMB       0.007591
HML      -0.003887
dtype: float64, 27457: const     0.005678
vwretd    0.841410
SMB       0.013795
HML       0.004968
dtype: float64, 27458: const     0.004141
vwretd   -0.233869
SMB       0.035961
HML      -0.019447
dtype: float64, 27465: const     0.016779
vwretd    0.912632
SMB       0.008073
HML      -0.002681
dtype: float64, 27466: const     0.023520
vwretd    0.373445
SMB       0.001498
HML      -0.001027
dtype: float64, 27473: const    -0.004500
vwretd    1.048924
SMB       0.007189
HML       0.002666
dtype: float64, 27474: const     0.005340
vwretd    0.718872
SMB       0.007282
HML       0.003883
dtype: float64, 27481: const    -0.003134
vwretd    0.334316
SMB       0.008420
HML       0.008502
dtype: float64, 27482: const    -0.006341
vwretd    0.799841
SMB       0.002432
HML       0.004081
dtype: float64, 27502: const     0.001651
vwretd    0.785875
SMB       0.008267
HML       0.002966
dtype: float64, 27503: const    -0.051953
vwretd    2.253025
SMB       0.014125
HML       0.033720
dtype: float64, 27510: const     0.003689
vwretd    0.895675
SMB       0.003627
HML      -0.002591
dtype: float64, 27511: const    -0.001431
vwretd    0.992146
SMB       0.008422
HML       0.006458
dtype: float64, 27529: const    -0.003769
vwretd    1.308353
SMB       0.003083
HML       0.009706
dtype: float64, 27537: const     0.008542
vwretd    0.990499
SMB       0.003247
HML      -0.012668
dtype: float64, 27538: const    -0.004535
vwretd    1.752178
SMB       0.026348
HML      -0.000798
dtype: float64, 27545: const    -0.003016
vwretd    1.271231
SMB       0.010021
HML      -0.003551
dtype: float64, 27546: const    -0.019491
vwretd    2.590423
SMB      -0.037540
HML      -0.004076
dtype: float64, 27553: const    -0.008890
vwretd    1.856921
SMB       0.008925
HML       0.001111
dtype: float64, 27554: const    -0.108110
vwretd    0.187003
SMB      -0.016666
HML       0.007344
dtype: float64, 27561: const    -0.008063
vwretd    1.106959
SMB       0.004497
HML       0.015521
dtype: float64, 27562: const     0.006792
vwretd    0.931842
SMB       0.003465
HML       0.003477
dtype: float64, 27588: const     0.032998
vwretd    0.623628
SMB       0.010791
HML      -0.007181
dtype: float64, 27589: const    -0.006352
vwretd    0.960050
SMB       0.014027
HML       0.005733
dtype: float64, 27596: const     0.007200
vwretd    1.232670
SMB       0.001249
HML      -0.003195
dtype: float64, 27597: const     0.051318
vwretd    0.308284
SMB       0.006328
HML      -0.002779
dtype: float64, 27609: const     0.001974
vwretd    1.338929
SMB       0.004029
HML       0.005734
dtype: float64, 27610: const    -0.028819
vwretd    0.778533
SMB       0.007822
HML       0.018209
dtype: float64, 27617: const    -0.001723
vwretd    0.680836
SMB       0.006506
HML       0.004119
dtype: float64, 27618: const     0.003983
vwretd    0.726614
SMB       0.008902
HML       0.005060
dtype: float64, 27625: const     0.032757
vwretd    0.809134
SMB       0.009846
HML       0.009977
dtype: float64, 27626: const    -0.001071
vwretd   -0.172008
SMB       0.002414
HML      -0.003558
dtype: float64, 27633: const    -0.001213
vwretd    1.398782
SMB       0.002594
HML       0.005023
dtype: float64, 27634: const    -0.010443
vwretd    0.845464
SMB       0.016683
HML      -0.017769
dtype: float64, 27641: const     0.002673
vwretd    0.975472
SMB       0.012512
HML       0.006793
dtype: float64, 27642: const     0.009641
vwretd    0.898644
SMB       0.008290
HML      -0.001624
dtype: float64, 27668: const    -0.004706
vwretd    1.363450
SMB       0.007969
HML       0.010629
dtype: float64, 27676: const     0.004896
vwretd    1.024414
SMB       0.002322
HML       0.000937
dtype: float64, 27677: const     0.009880
vwretd    0.848045
SMB       0.003007
HML      -0.001812
dtype: float64, 27684: const    -0.003946
vwretd    1.421479
SMB       0.008753
HML       0.002645
dtype: float64, 27685: const    -0.069252
vwretd    2.262889
SMB      -0.014085
HML       0.009306
dtype: float64, 27692: const    -0.001451
vwretd    0.797748
SMB       0.000320
HML       0.007510
dtype: float64, 27693: const     0.009102
vwretd    0.331173
SMB       0.014592
HML      -0.001966
dtype: float64, 27705: const     0.002546
vwretd    1.351651
SMB       0.015203
HML      -0.003726
dtype: float64, 27706: const    -0.083172
vwretd    1.091947
SMB       0.029068
HML       0.002278
dtype: float64, 27713: const     0.005811
vwretd    1.180729
SMB       0.003624
HML      -0.006354
dtype: float64, 27714: const     0.001520
vwretd    0.984787
SMB       0.007962
HML      -0.010451
dtype: float64, 27721: const     0.001501
vwretd    1.052983
SMB       0.013037
HML       0.001463
dtype: float64, 27722: const     0.000155
vwretd    0.935993
SMB       0.009718
HML      -0.000812
dtype: float64, 27748: const     0.000476
vwretd    1.160439
SMB       0.005514
HML       0.007109
dtype: float64, 27749: const    -0.005368
vwretd    1.329369
SMB       0.015272
HML       0.002502
dtype: float64, 27756: const     0.005814
vwretd    0.732644
SMB      -0.002582
HML       0.002443
dtype: float64, 27757: const     0.006268
vwretd    1.421750
SMB       0.012109
HML       0.002757
dtype: float64, 27764: const     0.001373
vwretd    1.064454
SMB       0.001308
HML       0.003941
dtype: float64, 27765: const     0.010375
vwretd    0.242229
SMB       0.004753
HML       0.004226
dtype: float64, 27772: const    -0.019410
vwretd    0.574505
SMB       0.011808
HML       0.014548
dtype: float64, 27773: const     0.006765
vwretd    0.018930
SMB       0.030288
HML      -0.005503
dtype: float64, 27780: const    -0.003518
vwretd    1.223953
SMB       0.008719
HML       0.006425
dtype: float64, 27781: const     0.022142
vwretd    0.577292
SMB       0.023186
HML      -0.008376
dtype: float64, 27799: const     0.017085
vwretd    0.914008
SMB       0.004816
HML      -0.005804
dtype: float64, 27800: const    -0.013213
vwretd    0.830283
SMB       0.006807
HML      -0.000509
dtype: float64, 27801: const     0.016091
vwretd    1.365212
SMB       0.014150
HML      -0.009686
dtype: float64, 27802: const     0.024445
vwretd   -0.397855
SMB       0.004307
HML      -0.002154
dtype: float64, 27828: const     0.003390
vwretd    1.222693
SMB       0.003166
HML      -0.003968
dtype: float64, 27829: const     0.007001
vwretd    0.300686
SMB       0.011810
HML      -0.002243
dtype: float64, 27836: const    -0.022145
vwretd    1.190024
SMB       0.013176
HML       0.012284
dtype: float64, 27837: const     0.000676
vwretd    1.048457
SMB       0.010052
HML       0.001371
dtype: float64, 27844: const     0.001511
vwretd    0.878596
SMB       0.000219
HML       0.000442
dtype: float64, 27845: const    -0.028215
vwretd    1.522724
SMB      -0.007323
HML       0.004374
dtype: float64, 27852: const     0.004193
vwretd    1.316368
SMB       0.001410
HML      -0.002850
dtype: float64, 27860: const    -0.000392
vwretd    1.275104
SMB       0.006645
HML      -0.002842
dtype: float64, 27861: const     0.009726
vwretd   -0.205413
SMB       0.011924
HML      -0.007452
dtype: float64, 27879: const    -0.000829
vwretd    1.314526
SMB       0.012880
HML      -0.000609
dtype: float64, 27880: const     0.040080
vwretd   -0.837771
SMB       0.002842
HML      -0.014393
dtype: float64, 27887: const     0.005084
vwretd    0.882330
SMB      -0.003352
HML      -0.001997
dtype: float64, 27888: const     0.001890
vwretd    0.867464
SMB       0.002665
HML       0.008970
dtype: float64, 27895: const    -0.005711
vwretd    1.636854
SMB       0.009381
HML       0.007900
dtype: float64, 27896: const     0.009675
vwretd    0.698752
SMB       0.009287
HML       0.003015
dtype: float64, 27908: const    -0.003379
vwretd    1.226984
SMB      -0.001685
HML       0.004001
dtype: float64, 27909: const     0.000112
vwretd    0.905782
SMB       0.009584
HML       0.005706
dtype: float64, 27916: const     0.002111
vwretd    1.171370
SMB       0.005349
HML      -0.007014
dtype: float64, 27917: const     0.031550
vwretd    0.540740
SMB       0.041555
HML       0.013814
dtype: float64, 27924: const    -0.004542
vwretd    1.351347
SMB       0.006264
HML      -0.000223
dtype: float64, 27925: const    -0.007533
vwretd    0.669544
SMB       0.014645
HML       0.008655
dtype: float64, 27932: const    -0.003739
vwretd    0.843953
SMB       0.003658
HML      -0.004305
dtype: float64, 27940: const     0.003428
vwretd    1.164982
SMB      -0.004711
HML       0.002593
dtype: float64, 27959: const     0.003900
vwretd    0.547079
SMB      -0.003615
HML       0.003388
dtype: float64, 27960: const    -0.139756
vwretd   -1.201384
SMB       0.050502
HML       0.039999
dtype: float64, 27967: const     0.006122
vwretd    0.993712
SMB       0.009841
HML       0.001386
dtype: float64, 27968: const    -0.004945
vwretd    0.062784
SMB       0.009308
HML      -0.025301
dtype: float64, 27975: const     0.003704
vwretd    0.806075
SMB       0.003951
HML       0.006611
dtype: float64, 27983: const    -0.002940
vwretd    1.329629
SMB       0.001402
HML       0.000429
dtype: float64, 27984: const    -0.002217
vwretd    1.074833
SMB       0.029132
HML       0.007127
dtype: float64, 27991: const     0.001818
vwretd    0.613524
SMB      -0.001422
HML       0.004421
dtype: float64, 27992: const    -0.015726
vwretd    0.765173
SMB       0.016251
HML      -0.005716
dtype: float64, 28003: const    -0.003971
vwretd    1.551860
SMB       0.008346
HML       0.007626
dtype: float64, 28004: const    -0.050240
vwretd    0.002280
SMB       0.027958
HML       0.008742
dtype: float64, 28011: const     0.001341
vwretd    0.646012
SMB       0.011355
HML       0.007616
dtype: float64, 28012: const     0.010390
vwretd    0.297616
SMB       0.012126
HML      -0.001343
dtype: float64, 28038: const    -0.035627
vwretd    1.626393
SMB       0.023976
HML       0.010710
dtype: float64, 28039: const     0.008425
vwretd    0.682089
SMB       0.018839
HML       0.000439
dtype: float64, 28046: const     0.008665
vwretd    0.652725
SMB       0.007299
HML      -0.000376
dtype: float64, 28047: const     0.005840
vwretd   -1.260048
SMB       0.056039
HML       0.030702
dtype: float64, 28054: const    -0.010641
vwretd    1.680375
SMB       0.020443
HML       0.013236
dtype: float64, 28055: const    -0.011312
vwretd    0.568598
SMB       0.011831
HML       0.006198
dtype: float64, 28062: const     0.003106
vwretd    0.969641
SMB       0.005478
HML      -0.005509
dtype: float64, 28063: const     0.017699
vwretd    1.009537
SMB       0.010487
HML      -0.001175
dtype: float64, 28070: const    -0.001451
vwretd    0.648955
SMB       0.012063
HML       0.004171
dtype: float64, 28071: const     0.007933
vwretd    1.004140
SMB       0.003317
HML      -0.004127
dtype: float64, 28089: const    -0.002820
vwretd    0.934793
SMB       0.013806
HML       0.008865
dtype: float64, 28090: const    -0.019876
vwretd    2.047192
SMB       0.005488
HML       0.003363
dtype: float64, 28097: const    -0.003786
vwretd    0.756185
SMB       0.010556
HML       0.008051
dtype: float64, 28098: const     0.021096
vwretd    1.004611
SMB      -0.016891
HML      -0.001215
dtype: float64, 28118: const     0.001100
vwretd    1.309683
SMB       0.005307
HML       0.009123
dtype: float64, 28126: const    -0.015037
vwretd    1.367554
SMB       0.022210
HML       0.014213
dtype: float64, 28127: const    -0.062268
vwretd    1.194668
SMB       0.002385
HML       0.002618
dtype: float64, 28134: const     0.006887
vwretd    1.077845
SMB      -0.000812
HML      -0.003980
dtype: float64, 28135: const    -0.068047
vwretd    2.884282
SMB       0.066672
HML       0.029585
dtype: float64, 28142: const     0.000973
vwretd    0.816041
SMB       0.007292
HML       0.005271
dtype: float64, 28143: const     0.008382
vwretd    0.953546
SMB       0.008821
HML       0.001270
dtype: float64, 28150: const    -0.002021
vwretd    1.860773
SMB       0.009305
HML      -0.000745
dtype: float64, 28151: const    -0.009637
vwretd    1.394673
SMB       0.008642
HML      -0.002542
dtype: float64, 28169: const     0.006526
vwretd    1.427793
SMB       0.014407
HML      -0.006264
dtype: float64, 28170: const    -0.004034
vwretd    0.930220
SMB       0.011706
HML       0.002981
dtype: float64, 28177: const    -0.015299
vwretd    1.855807
SMB       0.007935
HML       0.012443
dtype: float64, 28178: const    -0.000929
vwretd    0.954493
SMB       0.009208
HML       0.003753
dtype: float64, 28185: const     0.001862
vwretd    1.513631
SMB       0.010686
HML       0.008554
dtype: float64, 28186: const     0.009465
vwretd    0.731987
SMB       0.000374
HML      -0.001206
dtype: float64, 28193: const     0.005417
vwretd    0.761260
SMB       0.003409
HML      -0.000223
dtype: float64, 28206: const     0.003625
vwretd    0.916043
SMB       0.000354
HML      -0.001801
dtype: float64, 28207: const     0.013018
vwretd    0.844176
SMB       0.000164
HML      -0.012046
dtype: float64, 28215: const    -0.002983
vwretd    1.147447
SMB       0.009442
HML       0.012818
dtype: float64, 28222: const     0.003456
vwretd    1.036832
SMB      -0.000546
HML       0.000955
dtype: float64, 28223: const     0.023786
vwretd    1.276610
SMB       0.003173
HML      -0.007213
dtype: float64, 28230: const     0.006388
vwretd    0.727809
SMB       0.009879
HML       0.001964
dtype: float64, 28231: const    -0.019849
vwretd    1.817639
SMB       0.017396
HML       0.003357
dtype: float64, 28249: const    -0.026802
vwretd    1.626896
SMB       0.015069
HML      -0.009558
dtype: float64, 28250: const     0.010691
vwretd    0.573596
SMB       0.010602
HML       0.001750
dtype: float64, 28257: const     0.018827
vwretd    1.225342
SMB       0.001772
HML      -0.006124
dtype: float64, 28258: const    -0.008110
vwretd    1.276037
SMB       0.012963
HML      -0.002647
dtype: float64, 28265: const    -0.010933
vwretd    1.799141
SMB       0.010156
HML       0.015508
dtype: float64, 28266: const     0.009203
vwretd    0.983126
SMB       0.017405
HML      -0.009802
dtype: float64, 28273: const    -0.004378
vwretd    1.402924
SMB       0.006012
HML       0.011723
dtype: float64, 28274: const     0.014550
vwretd    0.264558
SMB       0.021569
HML       0.008850
dtype: float64, 28281: const     0.000419
vwretd    0.979598
SMB       0.004114
HML      -0.000234
dtype: float64, 28282: const     0.016765
vwretd    0.503429
SMB       0.004407
HML      -0.000142
dtype: float64, 28302: const     0.005026
vwretd    0.645329
SMB      -0.001866
HML       0.001918
dtype: float64, 28303: const     0.003092
vwretd    0.309686
SMB       0.003266
HML      -0.002469
dtype: float64, 28310: const     0.005400
vwretd    0.735536
SMB      -0.003153
HML       0.002411
dtype: float64, 28311: const    -0.003100
vwretd    0.758183
SMB       0.005353
HML       0.004080
dtype: float64, 28329: const     0.007782
vwretd    1.402559
SMB       0.006261
HML      -0.017309
dtype: float64, 28330: const    -0.021188
vwretd    1.258007
SMB       0.008974
HML       0.010826
dtype: float64, 28337: const    -0.005831
vwretd    1.207379
SMB       0.019019
HML      -0.000608
dtype: float64, 28338: const     0.001954
vwretd    0.798298
SMB      -0.007800
HML      -0.010113
dtype: float64, 28345: const    -0.000595
vwretd    1.294459
SMB       0.003122
HML       0.008034
dtype: float64, 28346: const    -0.047302
vwretd    1.022072
SMB       0.006657
HML      -0.004999
dtype: float64, 28353: const     0.004982
vwretd    0.741814
SMB       0.000032
HML       0.001335
dtype: float64, 28354: const    -0.046987
vwretd    1.272582
SMB       0.028291
HML       0.036486
dtype: float64, 28361: const     0.000695
vwretd    1.155667
SMB       0.006087
HML       0.004535
dtype: float64, 28362: const     0.002428
vwretd    0.989968
SMB      -0.019163
HML      -0.022589
dtype: float64, 28388: const    -0.000563
vwretd    1.044135
SMB       0.009152
HML       0.008272
dtype: float64, 28389: const    -0.006887
vwretd    2.122911
SMB      -0.006772
HML      -0.009236
dtype: float64, 28396: const     0.021702
vwretd    1.125636
SMB       0.009886
HML       0.013553
dtype: float64, 28409: const    -0.023298
vwretd    1.877762
SMB       0.003795
HML       0.012033
dtype: float64, 28417: const     0.006590
vwretd    0.981483
SMB       0.003776
HML      -0.005614
dtype: float64, 28418: const     0.034516
vwretd   -0.793374
SMB       0.028806
HML       0.009734
dtype: float64, 28425: const    -0.001387
vwretd    0.550914
SMB       0.000874
HML       0.005359
dtype: float64, 28426: const     0.001305
vwretd    0.084477
SMB       0.016160
HML      -0.001773
dtype: float64, 28433: const    -0.005390
vwretd    0.972794
SMB       0.009911
HML       0.006067
dtype: float64, 28434: const    -0.010865
vwretd    1.010110
SMB       0.014624
HML      -0.008811
dtype: float64, 28441: const    -0.004820
vwretd    1.236307
SMB       0.005019
HML       0.002673
dtype: float64, 28442: const     0.008586
vwretd    1.244353
SMB       0.003004
HML       0.006591
dtype: float64, 28468: const    -0.002468
vwretd    0.922326
SMB       0.005562
HML       0.007480
dtype: float64, 28469: const    -0.020806
vwretd    0.701882
SMB       0.023055
HML       0.008292
dtype: float64, 28476: const    -0.005782
vwretd    1.738717
SMB       0.006946
HML       0.009238
dtype: float64, 28477: const     0.015731
vwretd    1.413678
SMB       0.004465
HML       0.010035
dtype: float64, 28484: const    -0.000021
vwretd    1.126798
SMB       0.001392
HML       0.007010
dtype: float64, 28485: const     -0.272973
vwretd   -15.642080
SMB        0.257089
HML        0.166674
dtype: float64, 28492: const    -0.014705
vwretd    1.662246
SMB       0.012768
HML       0.022382
dtype: float64, 28493: const     0.062653
vwretd    0.856689
SMB       0.020335
HML      -0.014971
dtype: float64, 28505: const     0.005241
vwretd    1.003828
SMB      -0.001107
HML      -0.002627
dtype: float64, 28506: const    -0.018945
vwretd    1.227689
SMB       0.014443
HML       0.011633
dtype: float64, 28513: const     0.001106
vwretd    1.259934
SMB       0.000547
HML       0.001901
dtype: float64, 28514: const    -0.117261
vwretd    1.351824
SMB       0.010837
HML      -0.003231
dtype: float64, 28521: const     0.039795
vwretd    0.640575
SMB       0.021004
HML       0.008230
dtype: float64, 28522: const     0.003900
vwretd    1.016941
SMB       0.009350
HML       0.001838
dtype: float64, 28548: const     0.002216
vwretd    1.223713
SMB       0.007551
HML       0.004201
dtype: float64, 28549: const     0.013707
vwretd    0.046293
SMB       0.027279
HML      -0.011689
dtype: float64, 28556: const     0.004832
vwretd    1.237837
SMB       0.005044
HML      -0.002640
dtype: float64, 28557: const     0.004696
vwretd    0.234203
SMB       0.029086
HML      -0.003997
dtype: float64, 28564: const    -0.000524
vwretd    1.159447
SMB       0.008849
HML       0.003753
dtype: float64, 28565: const     0.029329
vwretd    0.586812
SMB       0.020032
HML      -0.023761
dtype: float64, 28572: const     0.027483
vwretd    0.722191
SMB       0.006986
HML      -0.009188
dtype: float64, 28573: const    -0.000172
vwretd    1.240970
SMB       0.021503
HML       0.001919
dtype: float64, 28580: const     0.008685
vwretd    1.360626
SMB       0.009547
HML       0.002471
dtype: float64, 28599: const     0.036614
vwretd    1.860223
SMB       0.014178
HML      -0.014843
dtype: float64, 28600: const    -0.002820
vwretd    0.399112
SMB       0.016614
HML      -0.007431
dtype: float64, 28601: const    -0.015643
vwretd    0.442073
SMB       0.029825
HML       0.010098
dtype: float64, 28628: const     0.016283
vwretd    0.641882
SMB       0.010265
HML       0.004947
dtype: float64, 28629: const     0.001753
vwretd    0.891648
SMB       0.014600
HML      -0.001991
dtype: float64, 28636: const     0.001909
vwretd    1.013863
SMB       0.014808
HML      -0.001575
dtype: float64, 28637: const    -0.161710
vwretd    0.495655
SMB      -0.007881
HML       0.014064
dtype: float64, 28644: const     0.004476
vwretd    1.060764
SMB       0.010519
HML       0.002159
dtype: float64, 28645: const    -0.032969
vwretd    2.336894
SMB      -0.007740
HML       0.035917
dtype: float64, 28652: const    -0.000595
vwretd    0.770053
SMB       0.018384
HML      -0.000885
dtype: float64, 28653: const     0.009262
vwretd    1.861278
SMB       0.008778
HML       0.000833
dtype: float64, 28660: const     0.017612
vwretd   -0.611571
SMB       0.020139
HML       0.001447
dtype: float64, 28661: const     0.017281
vwretd    0.233701
SMB       0.009890
HML      -0.003247
dtype: float64, 28679: const    -0.011102
vwretd    0.534170
SMB       0.020901
HML       0.007241
dtype: float64, 28687: const     0.013871
vwretd    1.036858
SMB       0.042154
HML       0.015475
dtype: float64, 28688: const     0.025259
vwretd    1.142727
SMB       0.010575
HML       0.022907
dtype: float64, 28695: const    -0.005157
vwretd    0.797824
SMB       0.019227
HML       0.008435
dtype: float64, 28696: const    -0.005067
vwretd    1.481463
SMB       0.016206
HML      -0.005780
dtype: float64, 28708: const    -0.028932
vwretd    0.300421
SMB       0.003899
HML       0.016425
dtype: float64, 28709: const     0.010487
vwretd   -0.192272
SMB       0.013452
HML      -0.025025
dtype: float64, 28716: const    -0.003407
vwretd    0.723031
SMB       0.021544
HML       0.002919
dtype: float64, 28717: const     0.016550
vwretd    0.855129
SMB       0.010035
HML      -0.017764
dtype: float64, 28724: const     0.006500
vwretd    1.207943
SMB       0.022526
HML      -0.000392
dtype: float64, 28725: const     0.010248
vwretd    0.609321
SMB       0.013031
HML      -0.012748
dtype: float64, 28732: const    -0.007723
vwretd    1.243423
SMB       0.005786
HML       0.003632
dtype: float64, 28733: const     0.008690
vwretd    0.563466
SMB       0.028031
HML       0.002400
dtype: float64, 28740: const    -0.007823
vwretd    1.205760
SMB       0.024170
HML       0.007908
dtype: float64, 28760: const     0.002685
vwretd    0.871894
SMB       0.014485
HML      -0.007873
dtype: float64, 28767: const     0.002573
vwretd    0.764650
SMB       0.016214
HML      -0.011347
dtype: float64, 28768: const    -0.003857
vwretd    0.509813
SMB       0.070199
HML       0.103380
dtype: float64, 28775: const     0.004882
vwretd    1.166805
SMB       0.007534
HML      -0.006846
dtype: float64, 28776: const     0.007756
vwretd   -0.000119
SMB      -0.013127
HML       0.015998
dtype: float64, 28784: const     0.003700
vwretd    0.395697
SMB       0.007371
HML      -0.003324
dtype: float64, 28791: const    -0.006132
vwretd    0.573291
SMB       0.010292
HML       0.006015
dtype: float64, 28804: const    -0.000035
vwretd    1.120077
SMB       0.006953
HML       0.006580
dtype: float64, 28812: const     0.006543
vwretd    0.202559
SMB       0.003794
HML       0.006291
dtype: float64, 28813: const    -0.030092
vwretd    1.482344
SMB       0.011324
HML      -0.014084
dtype: float64, 28820: const     0.001614
vwretd    1.417541
SMB       0.012540
HML      -0.001389
dtype: float64, 28839: const    -0.075108
vwretd    2.334612
SMB       0.003427
HML       0.032626
dtype: float64, 28840: const     0.009338
vwretd    0.931279
SMB       0.005309
HML      -0.004045
dtype: float64, 28847: const    -0.014187
vwretd    1.724294
SMB       0.007718
HML       0.014382
dtype: float64, 28848: const     0.002923
vwretd    0.301390
SMB       0.010045
HML      -0.001372
dtype: float64, 28855: const    -0.000522
vwretd    0.538879
SMB       0.009218
HML       0.001259
dtype: float64, 28856: const    -0.063374
vwretd    0.624978
SMB       0.065890
HML       0.008552
dtype: float64, 28863: const     0.014982
vwretd   -0.005912
SMB       0.029949
HML      -0.004387
dtype: float64, 28864: const    -0.003110
vwretd    0.622731
SMB       0.010692
HML       0.003718
dtype: float64, 28871: const     0.002198
vwretd    0.496108
SMB       0.021390
HML       0.012063
dtype: float64, 28872: const    -0.008576
vwretd    1.063661
SMB       0.045226
HML      -0.002775
dtype: float64, 28898: const     0.021117
vwretd    0.600381
SMB       0.025327
HML      -0.005527
dtype: float64, 28899: const    -0.143979
vwretd    2.220375
SMB      -0.001529
HML       0.035329
dtype: float64, 28900: const     0.003506
vwretd    0.879152
SMB       0.006809
HML      -0.011735
dtype: float64, 28901: const     0.007097
vwretd    0.809211
SMB       0.014327
HML      -0.010653
dtype: float64, 28919: const    -0.016214
vwretd    0.106629
SMB       0.023074
HML       0.004481
dtype: float64, 28920: const    -0.010789
vwretd    1.760000
SMB       0.016435
HML      -0.001011
dtype: float64, 28927: const    -0.025799
vwretd   -0.135083
SMB       0.021072
HML       0.015441
dtype: float64, 28928: const    -0.012465
vwretd    0.805007
SMB       0.025942
HML      -0.001481
dtype: float64, 28935: const     0.011946
vwretd    0.705760
SMB       0.019713
HML      -0.002329
dtype: float64, 28936: const    -0.114093
vwretd    3.090652
SMB      -0.060586
HML       0.002465
dtype: float64, 28943: const    -0.003241
vwretd    0.870951
SMB      -0.001685
HML       0.006697
dtype: float64, 28944: const     0.041105
vwretd   -0.510529
SMB       0.023332
HML       0.007437
dtype: float64, 28952: const     0.002149
vwretd    1.519879
SMB       0.016651
HML      -0.000496
dtype: float64, 28978: const    -0.013114
vwretd    1.315932
SMB       0.019299
HML       0.001535
dtype: float64, 28979: const     0.007951
vwretd    0.452035
SMB       0.002110
HML       0.003170
dtype: float64, 28986: const     0.021715
vwretd    0.160069
SMB       0.019930
HML       0.008474
dtype: float64, 28987: const    -0.046198
vwretd    1.404008
SMB      -0.043869
HML      -0.027799
dtype: float64, 28994: const     0.005623
vwretd    0.573565
SMB       0.006991
HML       0.005549
dtype: float64, 28995: const    -0.009203
vwretd   -0.227727
SMB       0.014440
HML      -0.009328
dtype: float64, 29006: const    -0.022031
vwretd   -0.254041
SMB       0.040549
HML       0.035568
dtype: float64, 29014: const     0.006331
vwretd    0.831437
SMB       0.002358
HML      -0.003140
dtype: float64, 29015: const    -0.045344
vwretd    2.106482
SMB       0.003859
HML      -0.003901
dtype: float64, 29022: const     0.007186
vwretd    0.856579
SMB       0.008548
HML       0.004610
dtype: float64, 29023: const     0.004873
vwretd    0.874078
SMB       0.011718
HML      -0.001396
dtype: float64, 29030: const     0.001582
vwretd    0.305935
SMB       0.008754
HML       0.020125
dtype: float64, 29049: const     0.005878
vwretd    0.635827
SMB       0.003037
HML       0.000962
dtype: float64, 29050: const    -0.007122
vwretd    1.137063
SMB       0.008673
HML       0.009222
dtype: float64, 29058: const     0.010807
vwretd    0.333517
SMB       0.004306
HML      -0.006192
dtype: float64, 29065: const    -0.004568
vwretd    0.576093
SMB       0.016660
HML       0.008537
dtype: float64, 29066: const    -0.042722
vwretd   -1.995870
SMB      -0.002843
HML      -0.012883
dtype: float64, 29073: const    -0.000668
vwretd    1.185296
SMB       0.023823
HML       0.004892
dtype: float64, 29102: const    -0.002303
vwretd    1.372346
SMB       0.010623
HML       0.011837
dtype: float64, 29103: const    -0.008342
vwretd    1.115906
SMB       0.011799
HML       0.002935
dtype: float64, 29111: const     0.004505
vwretd    1.034295
SMB       0.004360
HML       0.001881
dtype: float64, 29129: const     0.046876
vwretd   -0.864779
SMB      -0.002765
HML      -0.011862
dtype: float64, 29130: const     0.018053
vwretd    0.610700
SMB       0.006879
HML       0.000678
dtype: float64, 29137: const     0.009653
vwretd    0.714979
SMB       0.010079
HML      -0.003449
dtype: float64, 29138: const    -0.032092
vwretd   -0.476250
SMB       0.005777
HML      -0.004882
dtype: float64, 29145: const    -0.006368
vwretd    1.514436
SMB       0.015680
HML       0.012041
dtype: float64, 29153: const    -0.003963
vwretd    1.105499
SMB       0.015150
HML       0.006186
dtype: float64, 29154: const    -0.000755
vwretd    1.071586
SMB       0.013650
HML      -0.000817
dtype: float64, 29161: const    -0.012108
vwretd    0.894936
SMB       0.031215
HML       0.006197
dtype: float64, 29162: const    -0.012280
vwretd    0.898988
SMB       0.019362
HML      -0.005249
dtype: float64, 29188: const    -0.016679
vwretd    0.042986
SMB       0.031047
HML       0.010339
dtype: float64, 29189: const    -0.016517
vwretd    0.721263
SMB       0.015871
HML      -0.000991
dtype: float64, 29196: const    -0.000367
vwretd    0.873563
SMB       0.001017
HML       0.000816
dtype: float64, 29197: const    -0.000980
vwretd    0.931722
SMB      -0.003208
HML      -0.002813
dtype: float64, 29209: const     0.002377
vwretd    1.425028
SMB       0.009098
HML       0.001727
dtype: float64, 29210: const     0.001431
vwretd    0.875443
SMB       0.004736
HML       0.002184
dtype: float64, 29225: const     0.012347
vwretd    1.267661
SMB       0.011692
HML      -0.001401
dtype: float64, 29226: const     0.002371
vwretd    0.656350
SMB      -0.001237
HML      -0.000116
dtype: float64, 29233: const     0.011162
vwretd    0.866635
SMB      -0.002015
HML      -0.009249
dtype: float64, 29234: const    -0.429679
vwretd    3.111872
SMB       0.011209
HML      -0.041237
dtype: float64, 29241: const    -0.003554
vwretd    0.536611
SMB       0.012285
HML       0.003158
dtype: float64, 29242: const     0.039690
vwretd    0.312440
SMB       0.012121
HML      -0.008693
dtype: float64, 29268: const    -0.018312
vwretd    1.882393
SMB       0.048081
HML       0.006020
dtype: float64, 29269: const     0.008662
vwretd    0.061049
SMB       0.010565
HML      -0.007896
dtype: float64, 29276: const    -0.005333
vwretd    0.978617
SMB       0.032997
HML       0.011151
dtype: float64, 29277: const    -0.023425
vwretd    1.372325
SMB       0.024119
HML       0.008619
dtype: float64, 29284: const    -0.008398
vwretd    0.275104
SMB       0.021431
HML       0.008144
dtype: float64, 29285: const     0.006886
vwretd    0.318755
SMB       0.000727
HML       0.003935
dtype: float64, 29292: const     0.003064
vwretd    0.932309
SMB       0.005811
HML       0.002988
dtype: float64, 29293: const    -0.085010
vwretd    1.067508
SMB      -0.007140
HML       0.009995
dtype: float64, 29305: const    -0.000503
vwretd    0.685549
SMB       0.025480
HML       0.013267
dtype: float64, 29306: const     0.001114
vwretd    0.868026
SMB       0.004529
HML      -0.000304
dtype: float64, 29314: const    -0.056253
vwretd    1.645069
SMB       0.000813
HML       0.008649
dtype: float64, 29321: const     0.007320
vwretd    0.747343
SMB       0.009625
HML       0.004841
dtype: float64, 29322: const     0.018383
vwretd    0.427292
SMB      -0.005948
HML       0.008142
dtype: float64, 29348: const    -0.002152
vwretd    2.283407
SMB       0.016294
HML      -0.006790
dtype: float64, 29349: const    -0.000482
vwretd    0.384353
SMB       0.029091
HML       0.004563
dtype: float64, 29356: const     0.016744
vwretd   -0.889539
SMB      -0.007688
HML       0.008668
dtype: float64, 29357: const    -0.026945
vwretd    0.937585
SMB       0.026563
HML       0.022084
dtype: float64, 29364: const     0.007448
vwretd   -1.000037
SMB       0.052226
HML       0.022824
dtype: float64, 29365: const    -0.016662
vwretd    0.445246
SMB       0.022334
HML      -0.010471
dtype: float64, 29372: const    -0.008007
vwretd    1.617216
SMB       0.012150
HML       0.006157
dtype: float64, 29380: const    -0.005493
vwretd    0.982419
SMB       0.017353
HML       0.004502
dtype: float64, 29399: const    -0.002593
vwretd    0.502043
SMB       0.034128
HML       0.007744
dtype: float64, 29400: const     0.030036
vwretd   -0.256302
SMB       0.037191
HML      -0.021115
dtype: float64, 29401: const    -0.000050
vwretd    0.886280
SMB       0.014036
HML      -0.003548
dtype: float64, 29402: const    -0.140042
vwretd   -0.334628
SMB       0.067959
HML       0.042241
dtype: float64, 29428: const     0.003376
vwretd    0.171589
SMB       0.005640
HML       0.004229
dtype: float64, 29429: const    -0.008701
vwretd    0.984554
SMB      -0.002506
HML       0.002558
dtype: float64, 29436: const     0.004687
vwretd   -0.772623
SMB      -0.011074
HML       0.011282
dtype: float64, 29437: const     0.008752
vwretd    1.296840
SMB       0.000844
HML      -0.000997
dtype: float64, 29444: const    -0.018290
vwretd    0.257899
SMB       0.032250
HML       0.025708
dtype: float64, 29445: const    -0.046779
vwretd    3.141055
SMB       0.024149
HML       0.027941
dtype: float64, 29452: const    -0.016154
vwretd    0.599776
SMB       0.013387
HML       0.015729
dtype: float64, 29453: const     0.016095
vwretd    0.506794
SMB       0.002935
HML       0.003956
dtype: float64, 29460: const    -0.035927
vwretd    2.356498
SMB      -0.008848
HML       0.001881
dtype: float64, 29461: const    -0.116180
vwretd    2.772229
SMB       0.003816
HML       0.036166
dtype: float64, 29479: const     0.000816
vwretd    0.849152
SMB       0.004540
HML      -0.004241
dtype: float64, 29480: const    -0.006269
vwretd    1.570682
SMB       0.014348
HML       0.012217
dtype: float64, 29487: const     0.013936
vwretd    1.447140
SMB       0.015536
HML      -0.002618
dtype: float64, 29488: const     0.005326
vwretd    0.554302
SMB       0.001559
HML       0.004179
dtype: float64, 29495: const    -0.001296
vwretd    1.022623
SMB       0.020436
HML       0.000115
dtype: float64, 29496: const    -0.006163
vwretd    1.627179
SMB       0.004249
HML       0.008325
dtype: float64, 29508: const    -0.008811
vwretd    0.898973
SMB       0.006898
HML       0.006181
dtype: float64, 29509: const     0.000661
vwretd   -1.435194
SMB      -0.004001
HML      -0.012866
dtype: float64, 29524: const     0.023937
vwretd    1.131931
SMB       0.011690
HML       0.008139
dtype: float64, 29525: const    -0.057781
vwretd    0.740584
SMB       0.008174
HML      -0.011876
dtype: float64, 29532: const    -0.004525
vwretd    1.255936
SMB       0.013617
HML       0.011951
dtype: float64, 29533: const     0.003205
vwretd    0.263791
SMB       0.001347
HML       0.007435
dtype: float64, 29541: const    -0.171079
vwretd    2.582919
SMB       0.008272
HML       0.019306
dtype: float64, 29559: const    -0.016539
vwretd    1.638931
SMB       0.019929
HML       0.005808
dtype: float64, 29560: const     0.008599
vwretd    1.067394
SMB       0.012607
HML       0.003847
dtype: float64, 29567: const     0.007229
vwretd    1.031396
SMB       0.013930
HML      -0.002317
dtype: float64, 29568: const     0.022029
vwretd   -0.077444
SMB      -0.014396
HML      -0.025545
dtype: float64, 29575: const     0.002234
vwretd    0.854554
SMB       0.022388
HML      -0.001782
dtype: float64, 29576: const    -0.008081
vwretd    0.967672
SMB       0.002668
HML       0.010886
dtype: float64, 29583: const    -0.013521
vwretd    1.068852
SMB       0.021743
HML       0.009535
dtype: float64, 29584: const     0.002964
vwretd    0.436233
SMB       0.002162
HML       0.005910
dtype: float64, 29591: const     0.007348
vwretd    0.638864
SMB       0.013403
HML       0.004825
dtype: float64, 29592: const     0.011422
vwretd    0.195427
SMB       0.003885
HML      -0.002723
dtype: float64, 29604: const    -0.024728
vwretd   -0.169135
SMB      -0.088640
HML       0.016447
dtype: float64, 29605: const    -0.012586
vwretd   -0.015209
SMB       0.024489
HML      -0.002609
dtype: float64, 29612: const     0.004030
vwretd    0.831502
SMB       0.008781
HML       0.004444
dtype: float64, 29613: const    -0.173027
vwretd    7.614144
SMB       0.040956
HML       0.104431
dtype: float64, 29620: const     0.005695
vwretd    1.220472
SMB       0.020606
HML       0.004323
dtype: float64, 29621: const    -0.011912
vwretd    0.548889
SMB       0.005459
HML       0.002364
dtype: float64, 29639: const    -0.001748
vwretd    1.152022
SMB       0.011078
HML       0.001356
dtype: float64, 29640: const    -0.076921
vwretd    0.822175
SMB       0.048801
HML       0.034280
dtype: float64, 29647: const     0.004716
vwretd    0.649036
SMB      -0.001080
HML       0.000450
dtype: float64, 29648: const    -0.062143
vwretd   -1.798902
SMB      -0.074859
HML       0.002795
dtype: float64, 29655: const    -0.006666
vwretd    1.058786
SMB       0.016179
HML       0.002821
dtype: float64, 29656: const     0.018409
vwretd    0.131124
SMB       0.009207
HML      -0.011443
dtype: float64, 29663: const     0.032056
vwretd   -0.489594
SMB       0.026039
HML      -0.003034
dtype: float64, 29664: const    -0.024009
vwretd    1.249767
SMB      -0.015930
HML       0.006464
dtype: float64, 29671: const     0.007861
vwretd    0.223366
SMB       0.008891
HML       0.000048
dtype: float64, 29698: const    -0.002734
vwretd    0.435139
SMB       0.008586
HML       0.003880
dtype: float64, 29699: const     0.001334
vwretd    0.397465
SMB       0.016379
HML       0.000629
dtype: float64, 29700: const     0.000366
vwretd    1.007348
SMB       0.017819
HML       0.013561
dtype: float64, 29701: const     0.000204
vwretd    1.209188
SMB       0.003265
HML      -0.009893
dtype: float64, 29719: const    -0.012414
vwretd    1.132906
SMB       0.021535
HML       0.002737
dtype: float64, 29720: const     0.002793
vwretd    0.461159
SMB       0.013292
HML       0.002831
dtype: float64, 29727: const    -0.009929
vwretd    0.013170
SMB       0.014025
HML       0.006818
dtype: float64, 29728: const    -0.009555
vwretd    0.464873
SMB       0.039496
HML       0.001851
dtype: float64, 29735: const     0.006577
vwretd    1.017908
SMB       0.010971
HML       0.004300
dtype: float64, 29736: const     0.007969
vwretd    1.393798
SMB       0.008017
HML       0.000219
dtype: float64, 29743: const    -0.011075
vwretd    1.305541
SMB       0.018098
HML       0.006427
dtype: float64, 29744: const    -0.004099
vwretd    1.253111
SMB       0.026196
HML      -0.008770
dtype: float64, 29751: const     0.007825
vwretd    1.677182
SMB       0.042482
HML      -0.020072
dtype: float64, 29752: const     0.005661
vwretd    0.789382
SMB       0.003554
HML       0.004833
dtype: float64, 29778: const    -0.016474
vwretd    0.744640
SMB       0.017220
HML      -0.002819
dtype: float64, 29786: const     0.005871
vwretd   -0.187931
SMB       0.029505
HML       0.005978
dtype: float64, 29787: const     0.032781
vwretd    1.064782
SMB       0.016646
HML      -0.008271
dtype: float64, 29794: const     0.001363
vwretd    0.762130
SMB       0.003794
HML      -0.000948
dtype: float64, 29795: const    -0.034085
vwretd    0.254008
SMB       0.013031
HML       0.006158
dtype: float64, 29807: const     0.005235
vwretd    0.958174
SMB       0.004322
HML       0.001518
dtype: float64, 29808: const     0.024161
vwretd    0.666794
SMB       0.000176
HML       0.001982
dtype: float64, 29815: const    -0.000123
vwretd    0.815205
SMB       0.021675
HML       0.002554
dtype: float64, 29816: const     0.004640
vwretd    0.475367
SMB       0.010469
HML       0.002776
dtype: float64, 29823: const     0.002285
vwretd    0.551489
SMB       0.020853
HML       0.013321
dtype: float64, 29824: const     0.008755
vwretd    1.368268
SMB       0.024663
HML      -0.013805
dtype: float64, 29832: const    -0.002049
vwretd    1.010641
SMB       0.004718
HML      -0.010016
dtype: float64, 29858: const     0.009074
vwretd    2.343849
SMB       0.014475
HML       0.027433
dtype: float64, 29859: const     0.027022
vwretd    1.098772
SMB       0.011957
HML       0.000831
dtype: float64, 29866: const     0.000519
vwretd    0.771839
SMB       0.001919
HML       0.002243
dtype: float64, 29867: const     0.000111
vwretd    0.789695
SMB       0.007346
HML       0.008603
dtype: float64, 29874: const     0.006399
vwretd    0.645412
SMB       0.004198
HML       0.001430
dtype: float64, 29875: const    -0.017412
vwretd    0.889929
SMB       0.026631
HML      -0.006780
dtype: float64, 29882: const     0.015632
vwretd    1.489741
SMB       0.002268
HML      -0.011244
dtype: float64, 29890: const     0.002912
vwretd    0.848926
SMB      -0.000485
HML       0.004612
dtype: float64, 29903: const     0.080127
vwretd    1.493879
SMB       0.054374
HML      -0.035610
dtype: float64, 29904: const    -0.003702
vwretd    0.516725
SMB       0.009502
HML       0.008023
dtype: float64, 29911: const     0.000609
vwretd    0.611593
SMB       0.015683
HML       0.008495
dtype: float64, 29912: const     0.005257
vwretd    0.611697
SMB       0.003063
HML      -0.005952
dtype: float64, 29938: const     0.006219
vwretd    0.799365
SMB      -0.000667
HML       0.001314
dtype: float64, 29939: const     0.232856
vwretd   -1.233927
SMB       0.000891
HML      -0.035975
dtype: float64, 29946: const     0.006492
vwretd    0.815855
SMB      -0.001074
HML       0.000978
dtype: float64, 29947: const     0.007158
vwretd    0.669408
SMB       0.006881
HML      -0.015642
dtype: float64, 29954: const     0.305856
vwretd   -0.768081
SMB      -0.003442
HML      -0.147270
dtype: float64, 29955: const     0.221943
vwretd   -1.993645
SMB       0.241215
HML      -0.005616
dtype: float64, 29962: const    -0.006387
vwretd    1.630395
SMB       0.004365
HML       0.007262
dtype: float64, 29963: const     0.008193
vwretd   -0.260479
SMB       0.022289
HML      -0.003307
dtype: float64, 29970: const     0.003103
vwretd    0.761618
SMB       0.012794
HML       0.005477
dtype: float64, 29971: const     0.009180
vwretd    0.522153
SMB       0.019597
HML      -0.001015
dtype: float64, 29989: const     0.002910
vwretd    1.984331
SMB       0.008388
HML      -0.010678
dtype: float64, 29997: const     0.018629
vwretd    0.435898
SMB       0.012741
HML       0.005478
dtype: float64, 29998: const     0.042793
vwretd    1.731335
SMB       0.021769
HML      -0.003471
dtype: float64, 30007: const     0.035854
vwretd   -0.668822
SMB       0.029208
HML       0.023498
dtype: float64, 30008: const     0.024322
vwretd    2.348252
SMB       0.008420
HML      -0.018744
dtype: float64, 30015: const    -0.009046
vwretd    0.385137
SMB       0.018482
HML       0.010334
dtype: float64, 30016: const     0.069449
vwretd   -0.854982
SMB       0.036829
HML      -0.062891
dtype: float64, 30023: const    -0.026269
vwretd    0.431140
SMB       0.028275
HML      -0.000563
dtype: float64, 30024: const    -0.011123
vwretd    0.926790
SMB       0.003257
HML      -0.004370
dtype: float64, 30031: const     0.004916
vwretd    0.950167
SMB       0.015982
HML       0.002373
dtype: float64, 30032: const     0.028891
vwretd    2.606710
SMB       0.040422
HML      -0.021862
dtype: float64, 30058: const     0.018687
vwretd    1.423476
SMB       0.007987
HML      -0.009504
dtype: float64, 30059: const     0.005210
vwretd    2.251075
SMB       0.024494
HML       0.028960
dtype: float64, 30066: const    -0.012429
vwretd    0.606470
SMB       0.019959
HML       0.005264
dtype: float64, 30067: const     0.023038
vwretd    1.563494
SMB       0.022465
HML      -0.002355
dtype: float64, 30074: const     0.001372
vwretd    0.929408
SMB       0.024462
HML       0.002073
dtype: float64, 30075: const     0.002574
vwretd    1.439700
SMB       0.018920
HML      -0.010619
dtype: float64, 30082: const     0.012309
vwretd    0.968107
SMB       0.020762
HML      -0.004549
dtype: float64, 30083: const    -0.079936
vwretd    1.371774
SMB       0.047102
HML       0.000840
dtype: float64, 30091: const    -0.008304
vwretd    0.747646
SMB      -0.004492
HML      -0.012973
dtype: float64, 30103: const    -0.013583
vwretd    1.152690
SMB       0.021936
HML       0.012556
dtype: float64, 30111: const     0.001714
vwretd    1.130756
SMB       0.000466
HML       0.009815
dtype: float64, 30112: const     0.011936
vwretd    0.539944
SMB       0.006485
HML       0.002372
dtype: float64, 30138: const    -0.005728
vwretd    0.587990
SMB       0.027305
HML       0.002428
dtype: float64, 30139: const    -0.154761
vwretd    5.831497
SMB       0.183024
HML       0.247918
dtype: float64, 30147: const     0.006321
vwretd    0.896620
SMB       0.001499
HML      -0.000989
dtype: float64, 30154: const    -0.008526
vwretd    0.718215
SMB       0.014349
HML       0.003313
dtype: float64, 30155: const     0.012002
vwretd    1.024037
SMB       0.013043
HML      -0.005755
dtype: float64, 30162: const     0.010143
vwretd    0.592683
SMB       0.012810
HML       0.002135
dtype: float64, 30163: const    -0.013046
vwretd   -0.413720
SMB      -0.013094
HML      -0.006107
dtype: float64, 30170: const     0.001715
vwretd   -0.650187
SMB       0.025540
HML       0.005460
dtype: float64, 30171: const    -0.035081
vwretd    0.710297
SMB       0.003836
HML      -0.019494
dtype: float64, 30189: const    -0.001841
vwretd   -0.295845
SMB      -0.017291
HML       0.013033
dtype: float64, 30190: const    -0.004784
vwretd    1.061426
SMB       0.021649
HML       0.007069
dtype: float64, 30197: const    -0.004816
vwretd    1.240688
SMB       0.005806
HML       0.007427
dtype: float64, 30198: const     0.006853
vwretd    0.834599
SMB      -0.001119
HML       0.005473
dtype: float64, 30218: const     0.007296
vwretd    1.025012
SMB       0.012408
HML       0.004044
dtype: float64, 30219: const    -0.159319
vwretd   -1.419516
SMB      -0.052143
HML      -0.040793
dtype: float64, 30226: const    -0.024524
vwretd    0.709835
SMB       0.008507
HML      -0.004977
dtype: float64, 30227: const    -0.011547
vwretd    1.458958
SMB       0.005022
HML      -0.015865
dtype: float64, 30234: const     0.012251
vwretd    1.033316
SMB       0.013353
HML       0.005997
dtype: float64, 30235: const    -0.130922
vwretd    0.055119
SMB       0.033427
HML      -0.003941
dtype: float64, 30242: const    -0.001218
vwretd    1.285784
SMB       0.018515
HML       0.004398
dtype: float64, 30243: const     0.133160
vwretd   -0.000520
SMB       0.012744
HML      -0.085509
dtype: float64, 30250: const    -0.000795
vwretd    0.943198
SMB       0.007982
HML       0.004767
dtype: float64, 30251: const    -0.007707
vwretd   -0.257954
SMB       0.055092
HML       0.004780
dtype: float64, 30269: const     0.020023
vwretd    0.317456
SMB       0.017780
HML      -0.000513
dtype: float64, 30270: const    -0.105805
vwretd    1.156867
SMB       0.149357
HML      -0.117389
dtype: float64, 30277: const     0.004182
vwretd    1.099249
SMB       0.004586
HML       0.005287
dtype: float64, 30278: const    -0.027730
vwretd    1.129047
SMB       0.011901
HML       0.006276
dtype: float64, 30285: const     0.005417
vwretd   -0.454499
SMB       0.009801
HML       0.006929
dtype: float64, 30293: const    -0.011717
vwretd    1.523869
SMB       0.016550
HML       0.004344
dtype: float64, 30294: const     0.002200
vwretd    0.217930
SMB       0.012208
HML       0.000460
dtype: float64, 30306: const    -0.006954
vwretd   -0.401945
SMB       0.026875
HML       0.088957
dtype: float64, 30307: const     0.006023
vwretd    0.921112
SMB       0.006864
HML       0.006045
dtype: float64, 30314: const     0.006484
vwretd    0.486529
SMB       0.008886
HML       0.002165
dtype: float64, 30315: const     0.003621
vwretd    0.251770
SMB       0.002865
HML       0.000417
dtype: float64, 30322: const     0.001081
vwretd    0.700603
SMB       0.021070
HML       0.007353
dtype: float64, 30323: const    -0.079698
vwretd   -0.396185
SMB       0.068735
HML       0.022040
dtype: float64, 30330: const     0.007324
vwretd    1.110924
SMB       0.004330
HML       0.000128
dtype: float64, 30331: const    -0.007221
vwretd    0.358747
SMB       0.004772
HML       0.000988
dtype: float64, 30349: const     0.005076
vwretd    0.461391
SMB       0.022479
HML       0.005878
dtype: float64, 30350: const    -0.006139
vwretd    2.304849
SMB      -0.000200
HML       0.030389
dtype: float64, 30357: const     0.021455
vwretd    1.033598
SMB       0.009884
HML      -0.004375
dtype: float64, 30358: const    -0.022606
vwretd    1.168598
SMB       0.019417
HML       0.002442
dtype: float64, 30365: const     0.008284
vwretd    0.795699
SMB       0.001834
HML      -0.001335
dtype: float64, 30366: const     0.012307
vwretd    0.027465
SMB       0.010239
HML      -0.006765
dtype: float64, 30373: const    -0.008609
vwretd   -0.266903
SMB       0.015577
HML       0.021300
dtype: float64, 30374: const     0.003167
vwretd    3.381544
SMB      -0.025890
HML      -0.007277
dtype: float64, 30381: const     0.000372
vwretd   -0.445434
SMB       0.016868
HML       0.001397
dtype: float64, 30382: const     0.009127
vwretd    1.080854
SMB       0.005758
HML       0.002447
dtype: float64, 30402: const    -0.002376
vwretd    0.867846
SMB       0.007632
HML       0.007014
dtype: float64, 30403: const     0.037501
vwretd    0.587227
SMB      -0.008111
HML       0.005493
dtype: float64, 30410: const     0.002116
vwretd    0.591063
SMB       0.021179
HML       0.004248
dtype: float64, 30411: const     0.012014
vwretd    0.023471
SMB       0.000676
HML      -0.001222
dtype: float64, 30429: const     0.010653
vwretd    0.164811
SMB       0.016501
HML       0.014212
dtype: float64, 30430: const    -0.001130
vwretd    1.043149
SMB       0.003795
HML       0.004472
dtype: float64, 30437: const     0.001314
vwretd    0.867147
SMB       0.003353
HML       0.001741
dtype: float64, 30438: const     0.026751
vwretd   -0.759660
SMB       0.021856
HML      -0.016912
dtype: float64, 30445: const     0.012813
vwretd    1.413638
SMB       0.005220
HML       0.003068
dtype: float64, 30446: const    -0.017259
vwretd   -0.012280
SMB       0.010830
HML       0.001496
dtype: float64, 30453: const    -0.014295
vwretd    0.751162
SMB       0.023243
HML       0.015748
dtype: float64, 30454: const    -0.026556
vwretd    1.522429
SMB      -0.008891
HML       0.010796
dtype: float64, 30461: const     0.007014
vwretd    0.121852
SMB       0.003474
HML      -0.000634
dtype: float64, 30462: const    -0.043075
vwretd    2.072673
SMB       0.025261
HML      -0.008945
dtype: float64, 30488: const     0.006909
vwretd    0.415415
SMB       0.025314
HML       0.000539
dtype: float64, 30489: const     0.003665
vwretd    4.235154
SMB      -0.010664
HML       0.009275
dtype: float64, 30496: const     0.028411
vwretd    0.238139
SMB       0.015834
HML       0.016287
dtype: float64, 30497: const    -0.088365
vwretd   -1.324084
SMB       0.018030
HML      -0.009551
dtype: float64, 30509: const     0.003135
vwretd    0.461309
SMB       0.003256
HML       0.003054
dtype: float64, 30510: const    -0.031335
vwretd    1.005367
SMB       0.006055
HML      -0.000435
dtype: float64, 30517: const    -0.000266
vwretd    0.947074
SMB       0.015656
HML       0.007028
dtype: float64, 30518: const     0.001324
vwretd    1.044239
SMB       0.005604
HML       0.008493
dtype: float64, 30525: const    -0.006952
vwretd    1.292758
SMB       0.014566
HML       0.009296
dtype: float64, 30526: const     0.000280
vwretd    0.231297
SMB       0.012866
HML      -0.008141
dtype: float64, 30533: const    -0.004268
vwretd    1.175921
SMB       0.011632
HML       0.004502
dtype: float64, 30534: const     0.008258
vwretd    0.834848
SMB       0.004567
HML       0.005011
dtype: float64, 30541: const    -0.021100
vwretd    0.443969
SMB       0.033001
HML       0.018853
dtype: float64, 30542: const     0.004164
vwretd    0.427187
SMB       0.016729
HML       0.002325
dtype: float64, 30568: const     0.001996
vwretd    0.881080
SMB       0.015078
HML       0.002460
dtype: float64, 30577: const     0.001442
vwretd    0.853445
SMB       0.011740
HML      -0.002727
dtype: float64, 30584: const     0.000052
vwretd    0.883009
SMB       0.020096
HML       0.004669
dtype: float64, 30592: const    -0.012627
vwretd    0.947946
SMB       0.029331
HML       0.007217
dtype: float64, 30593: const    -0.009244
vwretd    1.117505
SMB       0.001836
HML       0.003710
dtype: float64, 30605: const    -0.000144
vwretd   -1.138371
SMB       0.010816
HML       0.013728
dtype: float64, 30613: const     0.055807
vwretd    0.488634
SMB       0.036243
HML      -0.009144
dtype: float64, 30614: const     0.003219
vwretd    0.856849
SMB       0.008331
HML       0.003289
dtype: float64, 30622: const     0.005901
vwretd    0.617219
SMB       0.014931
HML       0.006831
dtype: float64, 30648: const     0.002584
vwretd    1.197556
SMB       0.016758
HML       0.003075
dtype: float64, 30649: const     0.010734
vwretd    2.004521
SMB       0.011040
HML       0.012715
dtype: float64, 30656: const    -0.026862
vwretd    1.734189
SMB       0.002009
HML       0.003227
dtype: float64, 30657: const     0.018301
vwretd    0.058171
SMB       0.012909
HML       0.006427
dtype: float64, 30664: const    -0.004515
vwretd    0.965238
SMB       0.008856
HML       0.004558
dtype: float64, 30665: const    -0.044254
vwretd   -0.309037
SMB       0.003339
HML       0.001176
dtype: float64, 30672: const    -0.001684
vwretd    0.990262
SMB       0.000083
HML       0.002444
dtype: float64, 30680: const     0.004779
vwretd    1.075509
SMB       0.006583
HML       0.005022
dtype: float64, 30681: const     0.004240
vwretd    1.081426
SMB       0.002423
HML       0.001204
dtype: float64, 30699: const    -0.001742
vwretd    0.934156
SMB       0.025621
HML      -0.013141
dtype: float64, 30700: const     0.008401
vwretd    0.808374
SMB       0.018857
HML      -0.006033
dtype: float64, 30701: const     0.011252
vwretd    0.260719
SMB       0.023341
HML      -0.010150
dtype: float64, 30702: const     0.003520
vwretd    0.622256
SMB      -0.002274
HML       0.004079
dtype: float64, 30728: const     0.001989
vwretd    0.512503
SMB       0.001588
HML       0.004278
dtype: float64, 30729: const     0.000781
vwretd    0.821946
SMB       0.014736
HML       0.002079
dtype: float64, 30736: const     0.005472
vwretd    0.252829
SMB       0.017614
HML      -0.000431
dtype: float64, 30737: const    -0.006116
vwretd    1.222613
SMB       0.009644
HML       0.010525
dtype: float64, 30744: const    -0.009745
vwretd    0.958805
SMB       0.019098
HML       0.011273
dtype: float64, 30752: const    -0.009590
vwretd    1.616092
SMB       0.023265
HML       0.010939
dtype: float64, 30753: const     0.006628
vwretd    0.080919
SMB       0.011815
HML       0.004713
dtype: float64, 30760: const     0.001157
vwretd    0.413464
SMB       0.006597
HML       0.002320
dtype: float64, 30761: const     0.009160
vwretd    1.071183
SMB       0.014316
HML       0.001851
dtype: float64, 30779: const    -0.003070
vwretd    1.323117
SMB       0.013562
HML       0.001953
dtype: float64, 30780: const     0.010474
vwretd    0.851183
SMB       0.006114
HML       0.002835
dtype: float64, 30787: const     0.003845
vwretd    1.056241
SMB       0.020871
HML       0.002708
dtype: float64, 30788: const     0.020291
vwretd    0.488503
SMB      -0.003414
HML      -0.001383
dtype: float64, 30795: const    -0.013643
vwretd    0.358894
SMB       0.020490
HML       0.012278
dtype: float64, 30796: const     0.010949
vwretd    0.395004
SMB       0.002420
HML      -0.000862
dtype: float64, 30809: const    -0.015681
vwretd    0.344108
SMB       0.023227
HML       0.000977
dtype: float64, 30816: const    -0.006319
vwretd    1.326103
SMB       0.009823
HML       0.001102
dtype: float64, 30817: const     0.002795
vwretd    1.516445
SMB       0.003262
HML       0.015897
dtype: float64, 30824: const     0.011614
vwretd   -0.169677
SMB       0.018130
HML       0.009065
dtype: float64, 30825: const     0.007292
vwretd    1.294532
SMB       0.008548
HML       0.001970
dtype: float64, 30832: const    -0.012657
vwretd    0.461652
SMB       0.027334
HML       0.008485
dtype: float64, 30833: const     0.000112
vwretd    1.105763
SMB       0.013804
HML       0.003089
dtype: float64, 30840: const     0.004081
vwretd    0.503012
SMB       0.015245
HML       0.005975
dtype: float64, 30841: const     0.017689
vwretd   -0.428768
SMB       0.036655
HML      -0.023695
dtype: float64, 30859: const    -0.002164
vwretd    0.911693
SMB       0.004630
HML       0.000348
dtype: float64, 30868: const    -0.037564
vwretd   -0.052870
SMB       0.005397
HML       0.004903
dtype: float64, 30875: const     0.003138
vwretd    0.678622
SMB       0.005878
HML       0.002377
dtype: float64, 30876: const     0.011424
vwretd    0.814988
SMB       0.021062
HML       0.001344
dtype: float64, 30883: const    -0.009929
vwretd    1.401689
SMB       0.007439
HML       0.008324
dtype: float64, 30884: const     0.019702
vwretd    1.114482
SMB       0.006335
HML      -0.010926
dtype: float64, 30891: const     0.024483
vwretd    0.595377
SMB       0.008986
HML      -0.011760
dtype: float64, 30892: const     0.003746
vwretd    0.841363
SMB       0.013638
HML       0.004494
dtype: float64, 30904: const     0.031057
vwretd    1.255060
SMB       0.033722
HML      -0.009323
dtype: float64, 30905: const     0.020593
vwretd    0.019089
SMB       0.015509
HML      -0.004492
dtype: float64, 30912: const     0.005912
vwretd    0.841557
SMB       0.005482
HML      -0.000787
dtype: float64, 30913: const     0.007831
vwretd    0.357625
SMB       0.008865
HML       0.003900
dtype: float64, 30920: const     0.021457
vwretd   -0.776240
SMB      -0.012091
HML       0.001613
dtype: float64, 30921: const     0.009040
vwretd    0.715634
SMB       0.005796
HML      -0.002283
dtype: float64, 30939: const    -0.008941
vwretd    1.166543
SMB       0.016145
HML       0.004958
dtype: float64, 30940: const     0.000957
vwretd    1.251380
SMB       0.004692
HML       0.005052
dtype: float64, 30947: const     0.003782
vwretd    0.668470
SMB       0.003689
HML       0.003233
dtype: float64, 30948: const     0.003885
vwretd    1.327912
SMB       0.013259
HML      -0.000990
dtype: float64, 30955: const    -0.019284
vwretd    0.896234
SMB       0.012260
HML      -0.027156
dtype: float64, 30963: const     0.116768
vwretd   -0.557283
SMB       0.010079
HML      -0.046056
dtype: float64, 30964: const    -0.161905
vwretd    6.649878
SMB       0.041999
HML       0.025487
dtype: float64, 30971: const    -0.009519
vwretd    0.673032
SMB       0.003833
HML       0.015646
dtype: float64, 30972: const     0.022266
vwretd   -0.011647
SMB       0.010426
HML      -0.011668
dtype: float64, 30998: const     0.005556
vwretd    0.639115
SMB       0.020376
HML       0.001894
dtype: float64, 31018: const     0.015877
vwretd    0.006306
SMB       0.003977
HML      -0.015574
dtype: float64, 31019: const     0.050766
vwretd    1.823821
SMB      -0.043298
HML      -0.103783
dtype: float64, 31026: const     0.003200
vwretd    0.472233
SMB       0.007174
HML       0.003598
dtype: float64, 31027: const    -0.000090
vwretd    0.344763
SMB       0.007447
HML       0.000446
dtype: float64, 31034: const    -0.006798
vwretd    0.917983
SMB       0.029532
HML       0.013972
dtype: float64, 31035: const    -0.012506
vwretd    1.082094
SMB       0.013959
HML       0.006672
dtype: float64, 31042: const    -0.004032
vwretd    1.218759
SMB       0.005938
HML       0.007207
dtype: float64, 31043: const    -0.017812
vwretd   -0.550445
SMB       0.013346
HML      -0.002932
dtype: float64, 31050: const    -0.003396
vwretd   -0.769686
SMB       0.032969
HML       0.014472
dtype: float64, 31051: const     0.007807
vwretd    0.709783
SMB       0.009978
HML       0.002270
dtype: float64, 31069: const    -0.003389
vwretd    1.005996
SMB       0.008541
HML       0.000064
dtype: float64, 31070: const     0.008445
vwretd    0.605107
SMB       0.008001
HML       0.001239
dtype: float64, 31077: const     0.002822
vwretd    0.797973
SMB       0.013249
HML       0.004928
dtype: float64, 31078: const    -0.004890
vwretd    1.011604
SMB       0.013124
HML       0.007004
dtype: float64, 31085: const     0.009153
vwretd   -0.413094
SMB       0.011936
HML       0.015085
dtype: float64, 31086: const     0.008534
vwretd   -0.160690
SMB       0.026644
HML       0.038533
dtype: float64, 31093: const     0.005918
vwretd    0.801710
SMB       0.002357
HML      -0.000645
dtype: float64, 31094: const    -0.015409
vwretd   -3.254445
SMB       0.039148
HML      -0.025989
dtype: float64, 31106: const     0.007046
vwretd    0.710532
SMB       0.004345
HML      -0.001871
dtype: float64, 31107: const     0.010357
vwretd    1.073303
SMB       0.011135
HML      -0.003818
dtype: float64, 31114: const    -0.007021
vwretd    1.467779
SMB       0.027725
HML       0.002317
dtype: float64, 31115: const    -0.041319
vwretd    0.778980
SMB       0.013583
HML      -0.013550
dtype: float64, 31122: const    -0.015574
vwretd    0.083991
SMB       0.015283
HML      -0.001111
dtype: float64, 31130: const    -0.009743
vwretd    0.926681
SMB       0.022364
HML       0.010476
dtype: float64, 31131: const     0.034766
vwretd    0.593270
SMB      -0.002762
HML      -0.032810
dtype: float64, 31149: const     0.014543
vwretd    0.601198
SMB       0.012831
HML      -0.004111
dtype: float64, 31150: const    -0.020256
vwretd    0.924720
SMB       0.008133
HML       0.002158
dtype: float64, 31157: const     0.013466
vwretd    0.219742
SMB       0.009260
HML       0.013805
dtype: float64, 31158: const     0.029084
vwretd    1.161391
SMB       0.006627
HML      -0.031987
dtype: float64, 31166: const     0.256846
vwretd    8.970903
SMB      -0.174091
HML      -0.145025
dtype: float64, 31173: const    -0.011188
vwretd    1.402481
SMB       0.023919
HML       0.008547
dtype: float64, 31174: const    -0.104297
vwretd    3.357910
SMB      -0.061959
HML       0.025623
dtype: float64, 31181: const     0.002773
vwretd    1.009302
SMB       0.009288
HML       0.001018
dtype: float64, 31182: const    -0.034100
vwretd    1.247202
SMB       0.027761
HML       0.002495
dtype: float64, 31202: const     0.003656
vwretd    0.861682
SMB       0.009345
HML      -0.005635
dtype: float64, 31203: const     0.007375
vwretd    0.697355
SMB       0.023265
HML       0.000508
dtype: float64, 31210: const     0.035481
vwretd    0.298533
SMB       0.004329
HML      -0.000048
dtype: float64, 31211: const     0.025785
vwretd    0.528156
SMB       0.028997
HML       0.011607
dtype: float64, 31229: const     0.026286
vwretd   -0.084068
SMB       0.005601
HML      -0.004790
dtype: float64, 31230: const     0.004139
vwretd    1.292562
SMB       0.003065
HML       0.001249
dtype: float64, 31237: const     0.005432
vwretd    1.233752
SMB       0.014255
HML       0.005874
dtype: float64, 31238: const     0.005882
vwretd    0.497505
SMB       0.005414
HML       0.005271
dtype: float64, 31245: const    -0.001810
vwretd    0.224022
SMB       0.006991
HML       0.004414
dtype: float64, 31246: const    -0.028405
vwretd    1.620813
SMB       0.021067
HML       0.018219
dtype: float64, 31253: const     0.200532
vwretd    2.921704
SMB       0.132470
HML      -0.187748
dtype: float64, 31254: const     0.028908
vwretd   -4.570209
SMB      -0.090871
HML      -0.039417
dtype: float64, 31261: const     0.014702
vwretd    0.691910
SMB       0.009319
HML      -0.001809
dtype: float64, 31262: const     0.012178
vwretd    1.027512
SMB       0.004161
HML      -0.007121
dtype: float64, 31288: const     0.000563
vwretd    1.108064
SMB       0.006819
HML       0.001612
dtype: float64, 31296: const     0.008537
vwretd    0.799248
SMB      -0.002664
HML      -0.002679
dtype: float64, 31297: const     0.040187
vwretd    1.186954
SMB       0.009510
HML      -0.007847
dtype: float64, 31309: const    -0.002440
vwretd    0.891890
SMB      -0.004166
HML      -0.000770
dtype: float64, 31310: const    -0.022531
vwretd   -0.731677
SMB      -0.020070
HML      -0.018257
dtype: float64, 31317: const     0.003204
vwretd   -0.110737
SMB      -0.001716
HML       0.005283
dtype: float64, 31318: const     0.007932
vwretd    0.782378
SMB       0.008253
HML      -0.001641
dtype: float64, 31325: const    -0.003268
vwretd    1.028030
SMB       0.000129
HML       0.003465
dtype: float64, 31326: const    -0.011401
vwretd    1.771627
SMB      -0.018842
HML      -0.002670
dtype: float64, 31333: const     0.001055
vwretd    0.826768
SMB       0.010118
HML       0.000192
dtype: float64, 31341: const     0.000923
vwretd    1.432228
SMB       0.010884
HML       0.004983
dtype: float64, 31342: const    -0.167471
vwretd    3.421472
SMB      -0.055190
HML       0.004792
dtype: float64, 31368: const    -0.006634
vwretd    1.183242
SMB       0.009919
HML       0.012229
dtype: float64, 31369: const    -0.044924
vwretd    0.568843
SMB      -0.000819
HML      -0.005704
dtype: float64, 31376: const    -0.007758
vwretd    1.016868
SMB       0.008111
HML       0.004652
dtype: float64, 31384: const     0.004324
vwretd    0.623682
SMB       0.013068
HML       0.000505
dtype: float64, 31385: const    -0.036076
vwretd    0.768022
SMB       0.003209
HML       0.015952
dtype: float64, 31392: const    -0.019599
vwretd   -0.424456
SMB      -0.034474
HML       0.006714
dtype: float64, 31393: const    -0.014136
vwretd    1.302214
SMB       0.022697
HML       0.018669
dtype: float64, 31405: const    -0.002408
vwretd    0.810073
SMB       0.003673
HML      -0.001644
dtype: float64, 31406: const     0.005574
vwretd    0.958780
SMB       0.029300
HML       0.018707
dtype: float64, 31414: const    -0.006232
vwretd    0.983780
SMB       0.005721
HML       0.002908
dtype: float64, 31421: const     0.001192
vwretd    0.780911
SMB       0.012920
HML       0.002078
dtype: float64, 31422: const    -0.006473
vwretd    1.002337
SMB      -0.000683
HML       0.008690
dtype: float64, 31448: const     0.015502
vwretd    1.361568
SMB       0.011043
HML       0.009299
dtype: float64, 31449: const     -0.611192
vwretd   -22.707722
SMB        0.506337
HML        0.361174
dtype: float64, 31456: const     0.003525
vwretd    0.826098
SMB       0.024168
HML       0.000386
dtype: float64, 31457: const     0.004780
vwretd    0.569330
SMB       0.004605
HML       0.006032
dtype: float64, 31464: const    -0.005640
vwretd    0.811612
SMB       0.017942
HML       0.002321
dtype: float64, 31465: const    -0.008088
vwretd    0.948665
SMB       0.011279
HML       0.003244
dtype: float64, 31472: const     0.000630
vwretd    0.993738
SMB       0.012147
HML      -0.008302
dtype: float64, 31473: const    -0.001840
vwretd    0.528065
SMB       0.008650
HML       0.004356
dtype: float64, 31480: const     0.004585
vwretd    0.591709
SMB       0.004289
HML       0.003338
dtype: float64, 31481: const     0.027162
vwretd    0.819166
SMB       0.027916
HML      -0.000956
dtype: float64, 31499: const     0.005097
vwretd    0.939310
SMB       0.021255
HML       0.008060
dtype: float64, 31500: const     0.006976
vwretd    1.177775
SMB       0.004425
HML       0.005951
dtype: float64, 31501: const    -0.011613
vwretd    0.958376
SMB       0.019565
HML       0.013084
dtype: float64, 31528: const    -0.005094
vwretd    0.900278
SMB       0.005847
HML       0.020516
dtype: float64, 31529: const     0.007916
vwretd    1.199430
SMB       0.016617
HML       0.013216
dtype: float64, 31536: const     0.004305
vwretd    1.029194
SMB       0.001095
HML       0.000757
dtype: float64, 31537: const     0.010531
vwretd    2.217670
SMB      -0.000059
HML       0.021433
dtype: float64, 31544: const     0.000870
vwretd    1.087859
SMB       0.020855
HML       0.000108
dtype: float64, 31552: const     0.000605
vwretd    1.017583
SMB       0.011322
HML       0.006192
dtype: float64, 31560: const     0.035009
vwretd    0.399853
SMB      -0.005529
HML      -0.015790
dtype: float64, 31561: const    -0.017013
vwretd    2.904956
SMB       0.023860
HML       0.063729
dtype: float64, 31579: const    -0.005170
vwretd    1.183083
SMB       0.024494
HML       0.002613
dtype: float64, 31580: const    -0.041549
vwretd    0.412818
SMB      -0.001306
HML       0.003857
dtype: float64, 31587: const     0.002887
vwretd    0.473868
SMB       0.011292
HML       0.002444
dtype: float64, 31595: const    -0.008753
vwretd    0.895816
SMB       0.020271
HML       0.006766
dtype: float64, 31596: const     0.052918
vwretd    1.397990
SMB       0.047554
HML       0.027556
dtype: float64, 31608: const    -0.011020
vwretd    1.042506
SMB       0.033981
HML       0.001512
dtype: float64, 31609: const     0.046751
vwretd    0.565428
SMB       0.025256
HML       0.001709
dtype: float64, 31616: const    -0.021296
vwretd    0.574344
SMB       0.022359
HML       0.002160
dtype: float64, 31617: const     0.044235
vwretd   -4.492037
SMB      -0.072263
HML      -0.027318
dtype: float64, 31624: const     0.004900
vwretd    0.707158
SMB       0.026361
HML      -0.005150
dtype: float64, 31625: const     0.016922
vwretd    0.168074
SMB       0.001862
HML      -0.000324
dtype: float64, 31632: const     0.005879
vwretd    0.995807
SMB       0.015541
HML       0.004451
dtype: float64, 31640: const    -0.001106
vwretd    0.471259
SMB       0.028588
HML       0.011730
dtype: float64, 31659: const     0.004493
vwretd    1.033301
SMB       0.001554
HML      -0.005427
dtype: float64, 31668: const     0.010078
vwretd    0.565898
SMB       0.007738
HML       0.000548
dtype: float64, 31675: const    -0.012351
vwretd    0.506008
SMB       0.034375
HML       0.023981
dtype: float64, 31683: const     0.000658
vwretd    1.046280
SMB       0.016461
HML       0.009045
dtype: float64, 31691: const     0.005003
vwretd    0.606180
SMB       0.007522
HML       0.001873
dtype: float64, 31692: const    -0.041450
vwretd   -0.227055
SMB       0.017335
HML       0.004552
dtype: float64, 31704: const     0.008650
vwretd    1.071836
SMB       0.012439
HML       0.003869
dtype: float64, 31705: const    -0.019032
vwretd    0.509073
SMB       0.020666
HML       0.004974
dtype: float64, 31712: const     0.004173
vwretd    1.041636
SMB       0.014291
HML       0.003124
dtype: float64, 31713: const    -0.049634
vwretd    0.771292
SMB      -0.001848
HML       0.017254
dtype: float64, 31720: const     0.002254
vwretd    1.241226
SMB       0.009697
HML       0.007307
dtype: float64, 31721: const     0.004817
vwretd    2.412668
SMB       0.035522
HML       0.002042
dtype: float64, 31740: const     0.022020
vwretd    0.365291
SMB       0.025327
HML       0.004003
dtype: float64, 31747: const     0.002905
vwretd    0.646094
SMB       0.016754
HML       0.009810
dtype: float64, 31748: const    -0.008966
vwretd    0.996581
SMB       0.011368
HML       0.012971
dtype: float64, 31755: const    -0.002559
vwretd    0.924515
SMB       0.018992
HML      -0.003772
dtype: float64, 31756: const    -0.029475
vwretd    1.392004
SMB       0.024252
HML       0.023258
dtype: float64, 31763: const     0.001275
vwretd    1.220058
SMB       0.005416
HML      -0.001216
dtype: float64, 31764: const    -0.010252
vwretd    0.723902
SMB       0.000451
HML       0.007917
dtype: float64, 31772: const    -0.025114
vwretd   -5.171918
SMB       0.014457
HML      -0.072691
dtype: float64, 31798: const    -0.003517
vwretd    0.510549
SMB       0.016109
HML       0.000924
dtype: float64, 31799: const     0.012034
vwretd    1.343301
SMB       0.001912
HML      -0.003999
dtype: float64, 31800: const     0.021876
vwretd    1.342431
SMB       0.005397
HML      -0.003438
dtype: float64, 31801: const    -0.016812
vwretd    1.259465
SMB       0.036155
HML       0.000173
dtype: float64, 31819: const     0.001280
vwretd    0.962418
SMB       0.006352
HML      -0.000414
dtype: float64, 31820: const     0.031175
vwretd   -0.238187
SMB       0.005601
HML      -0.001477
dtype: float64, 31827: const    -0.002825
vwretd    1.555081
SMB       0.014492
HML      -0.009446
dtype: float64, 31835: const    -0.016960
vwretd    1.232931
SMB       0.019163
HML       0.011930
dtype: float64, 31836: const     0.009506
vwretd    0.525595
SMB       0.003353
HML       0.001506
dtype: float64, 31843: const    -0.007347
vwretd    0.802887
SMB       0.013390
HML       0.009670
dtype: float64, 31844: const     0.009305
vwretd    0.504977
SMB       0.006255
HML       0.005447
dtype: float64, 31851: const     0.004966
vwretd    1.414491
SMB       0.006050
HML       0.001233
dtype: float64, 31852: const     0.018096
vwretd    0.533563
SMB       0.014646
HML       0.000760
dtype: float64, 31878: const    -0.009693
vwretd    1.331500
SMB       0.017836
HML       0.006379
dtype: float64, 31879: const     0.004330
vwretd    0.677295
SMB       0.004728
HML       0.000931
dtype: float64, 31886: const     0.006843
vwretd    0.681338
SMB       0.007314
HML       0.003451
dtype: float64, 31887: const       2.423390
vwretd    258.612757
SMB        -3.652920
HML        -2.205187
dtype: float64, 31894: const    -0.015495
vwretd    0.692666
SMB       0.031371
HML       0.024082
dtype: float64, 31895: const    -0.023162
vwretd    0.056398
SMB       0.007442
HML       0.010365
dtype: float64, 31907: const    -0.005019
vwretd    1.254044
SMB       0.010057
HML       0.007536
dtype: float64, 31908: const    -0.038581
vwretd    0.990966
SMB       0.022470
HML       0.005292
dtype: float64, 31915: const    -0.005197
vwretd    1.165042
SMB       0.014609
HML       0.006238
dtype: float64, 31916: const    -0.027134
vwretd    0.930944
SMB      -0.001895
HML      -0.008872
dtype: float64, 31923: const    -0.001733
vwretd    0.752288
SMB       0.015487
HML       0.000926
dtype: float64, 31931: const     0.001221
vwretd    0.440622
SMB       0.018527
HML       0.001470
dtype: float64, 31932: const     0.247456
vwretd    7.195234
SMB      -0.040715
HML      -0.027172
dtype: float64, 31958: const     0.001681
vwretd    1.000880
SMB       0.012232
HML      -0.000385
dtype: float64, 31966: const    -0.000702
vwretd    0.671108
SMB       0.005444
HML       0.005437
dtype: float64, 31967: const    -0.005405
vwretd    3.910593
SMB      -0.034453
HML       0.004852
dtype: float64, 31974: const    -0.001712
vwretd    1.355446
SMB       0.009837
HML       0.011185
dtype: float64, 31975: const     0.000949
vwretd    0.710584
SMB       0.005491
HML      -0.011405
dtype: float64, 31982: const    -0.010491
vwretd    4.623302
SMB       0.003609
HML       0.053051
dtype: float64, 31983: const     0.003742
vwretd    1.101605
SMB       0.019551
HML      -0.000979
dtype: float64, 31990: const     0.014303
vwretd    0.304208
SMB       0.016359
HML       0.000147
dtype: float64, 31991: const     0.019765
vwretd   -0.178435
SMB       0.026014
HML      -0.015542
dtype: float64, 32002: const     0.000853
vwretd    0.414080
SMB       0.021921
HML       0.007698
dtype: float64, 32003: const     0.006286
vwretd    1.137078
SMB       0.007864
HML      -0.011256
dtype: float64, 32010: const    -0.010369
vwretd    1.202232
SMB       0.034130
HML       0.015863
dtype: float64, 32011: const     0.022940
vwretd   -0.239866
SMB       0.029560
HML      -0.010618
dtype: float64, 32029: const    -0.004031
vwretd    0.663949
SMB       0.000442
HML       0.004049
dtype: float64, 32030: const    -0.003973
vwretd    1.473942
SMB       0.014547
HML       0.006775
dtype: float64, 32037: const    -0.018224
vwretd    0.838344
SMB       0.015957
HML       0.012020
dtype: float64, 32038: const     0.022155
vwretd    0.017783
SMB       0.004046
HML      -0.008475
dtype: float64, 32045: const     0.001610
vwretd    1.300932
SMB       0.023140
HML       0.004600
dtype: float64, 32046: const     0.003158
vwretd    0.953234
SMB       0.007394
HML       0.004615
dtype: float64, 32053: const    -0.002953
vwretd    0.464982
SMB       0.019033
HML       0.008825
dtype: float64, 32054: const     0.002210
vwretd    1.348297
SMB       0.010480
HML      -0.002444
dtype: float64, 32061: const    -0.006246
vwretd    1.395579
SMB       0.021507
HML       0.005778
dtype: float64, 32062: const     0.006843
vwretd    0.573914
SMB       0.009669
HML       0.000971
dtype: float64, 32088: const     0.008735
vwretd    1.008957
SMB       0.024613
HML      -0.001513
dtype: float64, 32089: const     0.004180
vwretd    2.784205
SMB       0.019369
HML       0.034211
dtype: float64, 32096: const     0.001809
vwretd    0.981700
SMB       0.010529
HML       0.009214
dtype: float64, 32097: const     0.078913
vwretd    1.258495
SMB      -0.000844
HML       0.008476
dtype: float64, 32109: const    -0.002160
vwretd   -0.245328
SMB      -0.008783
HML       0.003348
dtype: float64, 32110: const     0.011503
vwretd    0.805386
SMB       0.010967
HML      -0.007623
dtype: float64, 32117: const    -0.001545
vwretd    0.577988
SMB       0.020774
HML       0.006974
dtype: float64, 32118: const     0.005319
vwretd    0.945436
SMB       0.009948
HML       0.004713
dtype: float64, 32125: const     0.006272
vwretd    1.116671
SMB       0.011070
HML       0.004750
dtype: float64, 32126: const    -0.007530
vwretd    0.606621
SMB       0.015687
HML       0.004784
dtype: float64, 32133: const    -0.005124
vwretd    0.841630
SMB       0.021363
HML       0.011771
dtype: float64, 32134: const     0.003548
vwretd    0.411302
SMB       0.001786
HML       0.002357
dtype: float64, 32141: const    -0.007227
vwretd    1.101169
SMB       0.017754
HML       0.009296
dtype: float64, 32142: const    -0.102975
vwretd    0.708858
SMB       0.101004
HML       0.021214
dtype: float64, 32168: const     0.022655
vwretd    0.618428
SMB       0.002098
HML       0.000932
dtype: float64, 32169: const    -0.042918
vwretd    2.122186
SMB       0.025087
HML       0.014133
dtype: float64, 32176: const     0.052471
vwretd   -1.366111
SMB      -0.006504
HML      -0.009177
dtype: float64, 32177: const     0.038331
vwretd    0.538128
SMB       0.006349
HML      -0.009048
dtype: float64, 32184: const    -0.019595
vwretd    0.654800
SMB       0.033378
HML       0.014181
dtype: float64, 32192: const     0.002234
vwretd    0.455129
SMB       0.004807
HML       0.004144
dtype: float64, 32193: const     0.019818
vwretd    0.164258
SMB       0.007745
HML      -0.011015
dtype: float64, 32205: const     0.006078
vwretd    0.893512
SMB       0.006225
HML       0.004589
dtype: float64, 32206: const    -0.387987
vwretd    6.081583
SMB       0.071041
HML       0.086863
dtype: float64, 32213: const     0.001790
vwretd    0.621615
SMB       0.009074
HML       0.001436
dtype: float64, 32221: const     0.014741
vwretd   -2.395016
SMB       0.059962
HML       0.025750
dtype: float64, 32222: const     0.006762
vwretd    0.646739
SMB       0.015303
HML      -0.006057
dtype: float64, 32248: const    -0.013089
vwretd    0.242264
SMB       0.011920
HML       0.001799
dtype: float64, 32249: const     0.032509
vwretd    0.567623
SMB       0.032766
HML       0.006057
dtype: float64, 32256: const     0.000180
vwretd    0.835845
SMB       0.011574
HML       0.004908
dtype: float64, 32264: const    -0.018246
vwretd    1.291052
SMB       0.013077
HML       0.002865
dtype: float64, 32265: const     0.006669
vwretd    0.386821
SMB       0.008588
HML       0.001973
dtype: float64, 32272: const     0.005883
vwretd    1.146328
SMB       0.011735
HML       0.000622
dtype: float64, 32273: const    -0.013386
vwretd    0.418183
SMB       0.002492
HML       0.006303
dtype: float64, 32280: const     0.008434
vwretd    0.837925
SMB       0.006181
HML       0.006253
dtype: float64, 32281: const     0.009115
vwretd    0.339072
SMB       0.002966
HML       0.002505
dtype: float64, 32299: const     0.006383
vwretd    0.912756
SMB       0.011863
HML       0.006133
dtype: float64, 32300: const     0.043196
vwretd   -0.444830
SMB       0.015461
HML       0.000429
dtype: float64, 32301: const     0.004562
vwretd    0.986693
SMB       0.021185
HML      -0.011890
dtype: float64, 32302: const    -0.000494
vwretd    0.443217
SMB       0.006983
HML       0.003110
dtype: float64, 32328: const     0.005524
vwretd    1.141111
SMB       0.012190
HML       0.001012
dtype: float64, 32329: const     0.009330
vwretd    0.924672
SMB       0.009122
HML      -0.002185
dtype: float64, 32336: const     0.008765
vwretd    1.089345
SMB       0.008723
HML       0.004798
dtype: float64, 32337: const    -0.012975
vwretd    0.298137
SMB      -0.001712
HML       0.014182
dtype: float64, 32344: const    -0.005166
vwretd    1.108496
SMB       0.022127
HML       0.009698
dtype: float64, 32352: const     0.008943
vwretd    0.421396
SMB       0.024247
HML      -0.000968
dtype: float64, 32360: const    -0.010923
vwretd    1.316290
SMB       0.011351
HML       0.013901
dtype: float64, 32361: const     0.038519
vwretd    1.399651
SMB      -0.036547
HML      -0.036789
dtype: float64, 32379: const     0.002672
vwretd    1.259764
SMB       0.005082
HML       0.002477
dtype: float64, 32380: const     0.036427
vwretd    1.454444
SMB       0.022582
HML      -0.005363
dtype: float64, 32387: const    -0.001748
vwretd    0.359335
SMB       0.009492
HML       0.000184
dtype: float64, 32388: const     0.062813
vwretd   -0.515441
SMB       0.036753
HML      -0.003839
dtype: float64, 32395: const     0.009942
vwretd    1.273152
SMB       0.008632
HML      -0.022901
dtype: float64, 32396: const     0.004393
vwretd    0.821030
SMB       0.013190
HML       0.006965
dtype: float64, 32408: const     0.011013
vwretd    0.809658
SMB       0.016912
HML       0.003697
dtype: float64, 32409: const    -0.013829
vwretd    0.959624
SMB       0.013042
HML       0.001288
dtype: float64, 32416: const     0.004468
vwretd    0.350061
SMB       0.006405
HML       0.004756
dtype: float64, 32417: const     0.018488
vwretd    0.970242
SMB       0.003773
HML      -0.010651
dtype: float64, 32424: const     0.012932
vwretd    0.357349
SMB      -0.001842
HML       0.002000
dtype: float64, 32425: const     0.026539
vwretd    0.034705
SMB       0.011997
HML      -0.009073
dtype: float64, 32440: const     0.005333
vwretd    1.036744
SMB       0.009463
HML       0.002351
dtype: float64, 32441: const     0.067176
vwretd    2.851247
SMB       0.011795
HML      -0.020229
dtype: float64, 32459: const     0.004379
vwretd    0.720435
SMB       0.009510
HML       0.001197
dtype: float64, 32460: const     0.021182
vwretd    0.609835
SMB       0.003249
HML      -0.005543
dtype: float64, 32467: const     0.013665
vwretd    1.006330
SMB       0.012059
HML       0.002917
dtype: float64, 32468: const    -0.009621
vwretd    1.372429
SMB       0.013148
HML       0.007374
dtype: float64, 32475: const     0.005998
vwretd    1.049527
SMB       0.008992
HML       0.000582
dtype: float64, 32476: const     0.012911
vwretd    0.299403
SMB       0.012877
HML       0.013353
dtype: float64, 32483: const    -0.008873
vwretd    1.644328
SMB       0.017803
HML       0.001402
dtype: float64, 32484: const    -0.069185
vwretd    1.519771
SMB      -0.005591
HML       0.016123
dtype: float64, 32491: const     0.002308
vwretd    1.035569
SMB       0.002100
HML       0.002802
dtype: float64, 32492: const     0.017019
vwretd    0.813712
SMB       0.027022
HML      -0.006063
dtype: float64, 32504: const    -0.009486
vwretd    1.074183
SMB       0.022969
HML       0.003734
dtype: float64, 32512: const     0.023860
vwretd    1.587218
SMB       0.011091
HML       0.000092
dtype: float64, 32513: const    -0.012375
vwretd    0.848092
SMB       0.019311
HML      -0.004125
dtype: float64, 32520: const    -0.015642
vwretd    0.741492
SMB       0.022814
HML       0.019194
dtype: float64, 32521: const    -0.007633
vwretd    0.417502
SMB       0.008690
HML       0.000185
dtype: float64, 32540: const     0.015960
vwretd    1.727037
SMB       0.013398
HML      -0.014560
dtype: float64, 32547: const    -0.036656
vwretd   -0.945192
SMB      -0.011157
HML       0.017327
dtype: float64, 32548: const    -0.007867
vwretd    1.474644
SMB       0.004734
HML      -0.005013
dtype: float64, 32555: const    -0.066338
vwretd    0.792106
SMB       0.018422
HML       0.042544
dtype: float64, 32556: const    -0.059380
vwretd   -0.686886
SMB       0.040396
HML       0.012262
dtype: float64, 32563: const    -0.009832
vwretd    1.232002
SMB       0.006651
HML       0.007605
dtype: float64, 32564: const    -0.038203
vwretd    1.893012
SMB       0.024390
HML       0.008527
dtype: float64, 32571: const     0.000388
vwretd    0.702721
SMB       0.014662
HML      -0.000526
dtype: float64, 32572: const    -0.048043
vwretd   -1.050530
SMB       0.024483
HML      -0.011630
dtype: float64, 32598: const    -0.000202
vwretd    0.663381
SMB       0.002685
HML       0.001378
dtype: float64, 32599: const     0.012544
vwretd    0.516023
SMB       0.004908
HML      -0.011159
dtype: float64, 32600: const    -0.009646
vwretd    1.194005
SMB       0.021215
HML       0.011564
dtype: float64, 32619: const    -0.000958
vwretd    0.467197
SMB       0.006120
HML       0.005159
dtype: float64, 32620: const     0.049692
vwretd    0.651403
SMB       0.063059
HML       0.058915
dtype: float64, 32628: const     0.001975
vwretd    0.452258
SMB       0.008924
HML      -0.001282
dtype: float64, 32635: const    -0.828214
vwretd   -0.061323
SMB       0.030877
HML       0.372499
dtype: float64, 32636: const     0.005383
vwretd    1.320723
SMB       0.012948
HML      -0.002752
dtype: float64, 32643: const    -0.004672
vwretd    0.594023
SMB       0.016676
HML       0.003063
dtype: float64, 32644: const     0.031943
vwretd   -1.813919
SMB      -0.028648
HML      -0.020757
dtype: float64, 32651: const     0.000027
vwretd    1.109975
SMB       0.008587
HML       0.004680
dtype: float64, 32652: const    -0.005372
vwretd    0.964097
SMB       0.014903
HML       0.015938
dtype: float64, 32678: const     0.006839
vwretd    1.042938
SMB       0.013957
HML       0.004729
dtype: float64, 32679: const    -0.064939
vwretd    1.428955
SMB       0.045907
HML       0.027745
dtype: float64, 32686: const     0.010798
vwretd    0.963150
SMB       0.004313
HML      -0.003232
dtype: float64, 32687: const    -0.011510
vwretd    1.225835
SMB      -0.004277
HML      -0.004279
dtype: float64, 32694: const    -0.001743
vwretd    0.471498
SMB       0.017885
HML      -0.003095
dtype: float64, 32695: const     0.005630
vwretd    1.222679
SMB       0.004863
HML      -0.001840
dtype: float64, 32707: const     0.001511
vwretd    1.213144
SMB       0.003612
HML       0.006057
dtype: float64, 32708: const     0.051076
vwretd   -1.776803
SMB      -0.001063
HML      -0.019895
dtype: float64, 32715: const    -0.000227
vwretd    0.986455
SMB       0.022559
HML       0.000479
dtype: float64, 32716: const    -0.004687
vwretd    0.693628
SMB       0.005372
HML      -0.000287
dtype: float64, 32723: const     0.018912
vwretd    1.035815
SMB       0.002422
HML      -0.005104
dtype: float64, 32724: const     0.106640
vwretd    0.005854
SMB       0.317742
HML      -0.012016
dtype: float64, 32731: const    -0.034377
vwretd   -0.892400
SMB       0.069089
HML       0.039412
dtype: float64, 32732: const    -0.179755
vwretd   -3.837406
SMB      -0.031254
HML      -0.031023
dtype: float64, 32758: const     0.029088
vwretd    1.956631
SMB       0.013891
HML       0.002735
dtype: float64, 32759: const     0.010300
vwretd    0.065057
SMB       0.007220
HML      -0.011385
dtype: float64, 32766: const     0.048558
vwretd    1.068891
SMB       0.027824
HML      -0.030976
dtype: float64, 32774: const    -0.022177
vwretd    0.794199
SMB       0.013815
HML      -0.009611
dtype: float64, 32775: const    -0.155141
vwretd   -0.627806
SMB       0.004017
HML       0.014742
dtype: float64, 32782: const     0.002669
vwretd    0.841217
SMB       0.017146
HML       0.004674
dtype: float64, 32783: const     0.086991
vwretd   -2.023137
SMB      -0.025930
HML      -0.025658
dtype: float64, 32790: const     0.000940
vwretd    0.565505
SMB       0.003529
HML       0.003942
dtype: float64, 32791: const     0.005941
vwretd    1.238768
SMB       0.002435
HML       0.005146
dtype: float64, 32803: const     0.011110
vwretd    0.753566
SMB       0.012215
HML       0.005443
dtype: float64, 32804: const     0.013333
vwretd    0.182817
SMB       0.006877
HML      -0.002689
dtype: float64, 32811: const     0.007292
vwretd    0.584716
SMB       0.005577
HML      -0.000056
dtype: float64, 32838: const     0.036856
vwretd    2.285040
SMB       0.044028
HML       0.018019
dtype: float64, 32839: const     0.006738
vwretd    0.940681
SMB       0.016385
HML       0.005403
dtype: float64, 32846: const     0.006569
vwretd   -0.019601
SMB       0.003118
HML       0.000788
dtype: float64, 32847: const    -0.026496
vwretd    0.632962
SMB       0.006514
HML      -0.001038
dtype: float64, 32854: const     0.007416
vwretd    1.600255
SMB       0.000100
HML       0.002451
dtype: float64, 32855: const     0.167893
vwretd   -2.455274
SMB       0.006068
HML      -0.092123
dtype: float64, 32862: const     0.006229
vwretd    1.255493
SMB       0.002064
HML       0.000943
dtype: float64, 32863: const    -0.208330
vwretd    2.041846
SMB      -0.027056
HML       0.033612
dtype: float64, 32870: const     0.009073
vwretd    0.502022
SMB       0.000858
HML       0.000464
dtype: float64, 32889: const     0.010827
vwretd   -0.509941
SMB       0.000150
HML      -0.003475
dtype: float64, 32890: const     0.010736
vwretd    0.823432
SMB       0.011827
HML      -0.007868
dtype: float64, 32897: const    -0.006078
vwretd    1.175020
SMB       0.009278
HML       0.002844
dtype: float64, 32898: const    -0.013977
vwretd    0.089296
SMB       0.017908
HML      -0.005471
dtype: float64, 32918: const    -0.002696
vwretd    0.839031
SMB       0.002764
HML       0.007676
dtype: float64, 32926: const     0.006655
vwretd    0.704323
SMB       0.016806
HML       0.004361
dtype: float64, 32927: const    -0.028520
vwretd    1.189804
SMB       0.015450
HML       0.007317
dtype: float64, 32934: const     0.003678
vwretd    0.891179
SMB       0.003706
HML       0.003076
dtype: float64, 32935: const     0.011140
vwretd   -0.689380
SMB      -0.020788
HML      -0.030983
dtype: float64, 32942: const     0.003578
vwretd    0.980722
SMB       0.002763
HML       0.001781
dtype: float64, 32943: const     0.013510
vwretd    0.362594
SMB       0.001343
HML       0.002461
dtype: float64, 32950: const     0.009263
vwretd    0.065248
SMB      -0.000023
HML      -0.003677
dtype: float64, 32969: const     0.000584
vwretd    1.085184
SMB       0.010756
HML       0.007938
dtype: float64, 32970: const    -0.017916
vwretd    1.162854
SMB       0.036497
HML       0.018205
dtype: float64, 32977: const    -0.029323
vwretd    1.105938
SMB       0.007224
HML       0.009087
dtype: float64, 32978: const     0.048508
vwretd   -0.076002
SMB       0.026771
HML      -0.003149
dtype: float64, 32985: const    -0.001252
vwretd    1.281382
SMB       0.004506
HML       0.005731
dtype: float64, 32986: const     0.007735
vwretd    0.388222
SMB       0.000094
HML       0.002551
dtype: float64, 32993: const    -0.017654
vwretd    0.481393
SMB       0.020505
HML       0.004405
dtype: float64, 32994: const    -0.037190
vwretd    1.293938
SMB       0.080080
HML       0.013324
dtype: float64, 33005: const     0.003195
vwretd    1.094083
SMB       0.022633
HML       0.005494
dtype: float64, 33006: const     -1.346236
vwretd    47.483262
SMB        0.471250
HML        0.396440
dtype: float64, 33013: const     0.006957
vwretd    1.134327
SMB       0.008997
HML      -0.001688
dtype: float64, 33014: const     0.015157
vwretd    0.495242
SMB       0.008159
HML      -0.001843
dtype: float64, 33021: const    -0.013544
vwretd   -0.089264
SMB       0.038183
HML       0.018165
dtype: float64, 33048: const     0.001072
vwretd    0.898270
SMB       0.019658
HML       0.000550
dtype: float64, 33049: const    -0.053720
vwretd    1.505011
SMB       0.017339
HML       0.004593
dtype: float64, 33056: const     0.001293
vwretd    0.982354
SMB      -0.000611
HML       0.001074
dtype: float64, 33057: const    -0.021631
vwretd    1.532758
SMB       0.026112
HML       0.009150
dtype: float64, 33064: const    -0.012862
vwretd    1.061035
SMB       0.022626
HML       0.012631
dtype: float64, 33072: const    -0.003011
vwretd    1.021638
SMB       0.001615
HML       0.006123
dtype: float64, 33073: const    -0.032800
vwretd    1.147406
SMB       0.013331
HML       0.011647
dtype: float64, 33080: const     0.000564
vwretd    0.715855
SMB       0.003213
HML       0.006940
dtype: float64, 33081: const     0.013095
vwretd    1.044826
SMB       0.016933
HML      -0.003724
dtype: float64, 33099: const     0.000281
vwretd    0.926777
SMB       0.000605
HML       0.007284
dtype: float64, 33100: const    -0.019717
vwretd   -2.291652
SMB       0.041189
HML      -0.034776
dtype: float64, 33101: const     0.000834
vwretd    0.137733
SMB       0.002171
HML       0.004339
dtype: float64, 33102: const     0.012440
vwretd    0.900139
SMB       0.005636
HML      -0.033520
dtype: float64, 33128: const     0.000653
vwretd   -0.958453
SMB      -0.009812
HML       0.020149
dtype: float64, 33129: const     0.011186
vwretd    0.668709
SMB       0.008518
HML       0.007263
dtype: float64, 33136: const    -0.014226
vwretd    1.093116
SMB       0.024280
HML       0.010683
dtype: float64, 33137: const     0.008290
vwretd    1.247066
SMB       0.006016
HML      -0.006458
dtype: float64, 33144: const    -0.005230
vwretd    0.887649
SMB       0.018341
HML       0.001887
dtype: float64, 33145: const     0.012186
vwretd    1.346583
SMB       0.016265
HML      -0.002860
dtype: float64, 33152: const     0.038871
vwretd   -0.105294
SMB       0.021976
HML      -0.024035
dtype: float64, 33153: const    -0.001960
vwretd    1.646482
SMB       0.008944
HML       0.005236
dtype: float64, 33160: const    -0.000171
vwretd    0.947772
SMB       0.004638
HML       0.004218
dtype: float64, 33161: const     0.028351
vwretd    0.268479
SMB       0.013662
HML      -0.017000
dtype: float64, 33179: const    -0.022982
vwretd    0.818735
SMB       0.024653
HML       0.017176
dtype: float64, 33187: const     0.021659
vwretd    0.552945
SMB      -0.003938
HML      -0.001307
dtype: float64, 33188: const     0.006854
vwretd    0.702728
SMB       0.005579
HML      -0.001831
dtype: float64, 33195: const    -0.002803
vwretd    2.530771
SMB      -0.008270
HML       0.019340
dtype: float64, 33196: const     0.009790
vwretd    0.018601
SMB       0.008561
HML      -0.008877
dtype: float64, 33208: const    -0.033111
vwretd   -1.299549
SMB       0.019329
HML       0.007010
dtype: float64, 33209: const     0.003013
vwretd    1.298111
SMB       0.017206
HML      -0.003323
dtype: float64, 33216: const    -0.002087
vwretd    0.325801
SMB       0.022160
HML       0.003830
dtype: float64, 33224: const     0.007477
vwretd    0.547254
SMB       0.005620
HML       0.005653
dtype: float64, 33232: const     0.001187
vwretd    0.739310
SMB       0.017563
HML      -0.002276
dtype: float64, 33233: const     0.009987
vwretd    0.559681
SMB       0.022951
HML      -0.006983
dtype: float64, 33240: const    -0.008048
vwretd    0.682203
SMB       0.023575
HML       0.003849
dtype: float64, 33241: const     0.002802
vwretd    1.183388
SMB      -0.001323
HML      -0.003518
dtype: float64, 33259: const     0.005658
vwretd    1.674189
SMB       0.013260
HML       0.001105
dtype: float64, 33260: const    -0.016596
vwretd   -0.051023
SMB       0.008110
HML      -0.022812
dtype: float64, 33267: const    -0.003803
vwretd    1.280487
SMB       0.019744
HML       0.008266
dtype: float64, 33268: const     0.018617
vwretd    0.669575
SMB       0.043391
HML      -0.024416
dtype: float64, 33275: const     0.000051
vwretd    0.662290
SMB       0.016882
HML       0.006580
dtype: float64, 33276: const     0.049277
vwretd    0.552792
SMB       0.016426
HML      -0.020372
dtype: float64, 33283: const    -0.000007
vwretd    1.320943
SMB       0.005886
HML       0.006396
dtype: float64, 33284: const    -0.020449
vwretd    2.521362
SMB       0.055470
HML       0.007727
dtype: float64, 33291: const     0.000049
vwretd    0.877157
SMB       0.023350
HML      -0.000272
dtype: float64, 33292: const    -0.005238
vwretd    0.492832
SMB       0.011996
HML      -0.000079
dtype: float64, 33304: const     0.009239
vwretd    1.252914
SMB       0.012298
HML       0.005279
dtype: float64, 33305: const    -0.001557
vwretd    0.881385
SMB       0.004503
HML       0.006294
dtype: float64, 33312: const     0.004787
vwretd    1.897420
SMB       0.007670
HML       0.004776
dtype: float64, 33313: const     0.015758
vwretd    0.114133
SMB       0.009327
HML      -0.004335
dtype: float64, 33320: const    -0.019535
vwretd    0.667591
SMB       0.024360
HML       0.020712
dtype: float64, 33321: const     0.005059
vwretd    0.822954
SMB       0.003920
HML       0.005893
dtype: float64, 33339: const    -0.011446
vwretd    1.428852
SMB       0.010407
HML      -0.005250
dtype: float64, 33340: const     0.007354
vwretd    0.870337
SMB       0.009148
HML       0.005881
dtype: float64, 33347: const     0.000515
vwretd    0.753861
SMB       0.012697
HML       0.000443
dtype: float64, 33348: const    -0.020454
vwretd    1.571276
SMB       0.007695
HML       0.008897
dtype: float64, 33363: const     0.002558
vwretd    1.094280
SMB       0.011570
HML       0.001088
dtype: float64, 33371: const     0.000078
vwretd    0.772770
SMB       0.010822
HML       0.008630
dtype: float64, 33372: const     0.022552
vwretd    0.596230
SMB       0.012928
HML      -0.002287
dtype: float64, 33398: const     0.004986
vwretd    0.867240
SMB       0.007777
HML       0.002312
dtype: float64, 33399: const     0.079704
vwretd    7.493363
SMB      -0.110750
HML      -0.070779
dtype: float64, 33400: const    -0.010728
vwretd    0.629419
SMB       0.034747
HML       0.018238
dtype: float64, 33401: const     0.187612
vwretd   -4.596949
SMB      -0.083573
HML      -0.131133
dtype: float64, 33419: const     0.017482
vwretd    1.746683
SMB       0.016033
HML       0.007274
dtype: float64, 33420: const     0.005168
vwretd    0.765391
SMB       0.005733
HML      -0.000249
dtype: float64, 33427: const     0.000190
vwretd    1.425466
SMB       0.012427
HML       0.000157
dtype: float64, 33428: const    -0.006851
vwretd    1.561557
SMB       0.020772
HML       0.010672
dtype: float64, 33435: const     0.012415
vwretd    0.732499
SMB       0.004606
HML      -0.000727
dtype: float64, 33436: const    -0.013041
vwretd   -0.197566
SMB       0.019790
HML       0.005300
dtype: float64, 33443: const    -0.027251
vwretd    2.280946
SMB       0.094506
HML      -0.037611
dtype: float64, 33451: const    -0.001419
vwretd    0.703243
SMB       0.025046
HML       0.004512
dtype: float64, 33452: const     0.002994
vwretd    1.198848
SMB       0.001034
HML      -0.004083
dtype: float64, 33478: const    -0.001794
vwretd    0.999398
SMB       0.018666
HML       0.016088
dtype: float64, 33479: const    -0.004912
vwretd    1.566271
SMB      -0.016870
HML       0.006004
dtype: float64, 33486: const    -0.020913
vwretd    1.733534
SMB       0.009911
HML       0.007581
dtype: float64, 33494: const    -0.058203
vwretd    2.101726
SMB       0.031778
HML      -0.001665
dtype: float64, 33495: const     0.010577
vwretd    0.222921
SMB       0.009284
HML      -0.001025
dtype: float64, 33507: const    -0.000053
vwretd    0.497893
SMB       0.011067
HML      -0.003896
dtype: float64, 33508: const     0.003748
vwretd    1.150147
SMB       0.007393
HML      -0.011119
dtype: float64, 33515: const     0.029672
vwretd    0.673078
SMB       0.010877
HML      -0.007769
dtype: float64, 33516: const     0.015724
vwretd    0.191534
SMB       0.002346
HML      -0.001601
dtype: float64, 33523: const    -0.003750
vwretd    0.194973
SMB       0.017437
HML      -0.002967
dtype: float64, 33524: const     0.001858
vwretd    2.122187
SMB      -0.017480
HML      -0.002038
dtype: float64, 33531: const     0.033174
vwretd    0.435393
SMB       0.015380
HML      -0.013876
dtype: float64, 33532: const     0.001621
vwretd    0.980583
SMB       0.009303
HML       0.008058
dtype: float64, 33558: const     0.047573
vwretd    0.068082
SMB       0.006562
HML      -0.016457
dtype: float64, 33559: const     0.052985
vwretd   -0.919100
SMB       0.000391
HML      -0.014677
dtype: float64, 33566: const    -0.000211
vwretd    1.303137
SMB       0.006104
HML       0.003093
dtype: float64, 33567: const    -0.001622
vwretd    0.734800
SMB       0.013702
HML       0.000085
dtype: float64, 33574: const    -0.006440
vwretd    1.787090
SMB       0.013360
HML      -0.006506
dtype: float64, 33575: const     0.012492
vwretd    0.274656
SMB       0.003025
HML       0.002397
dtype: float64, 33582: const     0.013145
vwretd    0.769506
SMB       0.012452
HML       0.001126
dtype: float64, 33583: const     0.006700
vwretd    0.833693
SMB       0.019323
HML      -0.000403
dtype: float64, 33590: const    -0.036753
vwretd   -1.466240
SMB      -0.020810
HML       0.009614
dtype: float64, 33591: const    -0.006884
vwretd    1.348589
SMB       0.015354
HML       0.007296
dtype: float64, 33603: const     0.002721
vwretd    0.921838
SMB       0.010178
HML       0.000799
dtype: float64, 33604: const    -0.100816
vwretd    3.325700
SMB      -0.012635
HML       0.011073
dtype: float64, 33611: const    -0.025100
vwretd   -0.980950
SMB       0.045663
HML       0.045149
dtype: float64, 33612: const    -0.013157
vwretd    1.573270
SMB       0.007014
HML       0.009898
dtype: float64, 33638: const     0.030777
vwretd    1.059102
SMB       0.013878
HML      -0.007160
dtype: float64, 33639: const    -0.000041
vwretd    0.521874
SMB       0.013242
HML       0.003667
dtype: float64, 33646: const    -0.009140
vwretd    1.020332
SMB       0.015296
HML       0.006186
dtype: float64, 33647: const     0.001610
vwretd    0.379075
SMB       0.007613
HML       0.006115
dtype: float64, 33654: const     0.026288
vwretd    0.733023
SMB      -0.012454
HML      -0.008517
dtype: float64, 33655: const    -0.021034
vwretd    0.250023
SMB       0.022263
HML       0.009016
dtype: float64, 33662: const     0.036354
vwretd   -1.905027
SMB       0.042767
HML       0.011536
dtype: float64, 33670: const     0.005441
vwretd    2.046006
SMB       0.016558
HML       0.005081
dtype: float64, 33690: const    -0.004205
vwretd    1.688971
SMB       0.013743
HML      -0.005681
dtype: float64, 33697: const    -0.002100
vwretd    0.525644
SMB       0.031119
HML      -0.000988
dtype: float64, 33698: const    -0.021419
vwretd    2.655352
SMB       0.001982
HML       0.002287
dtype: float64, 33718: const    -0.104368
vwretd    3.512143
SMB      -0.003716
HML       0.059998
dtype: float64, 33719: const     0.007889
vwretd    0.452741
SMB       0.010498
HML       0.005149
dtype: float64, 33726: const     0.013246
vwretd   -0.370769
SMB       0.002784
HML       0.001139
dtype: float64, 33727: const    -0.006496
vwretd    0.960601
SMB       0.006178
HML       0.010222
dtype: float64, 33734: const    -0.005886
vwretd    1.170691
SMB       0.020116
HML       0.004121
dtype: float64, 33735: const     0.024338
vwretd    0.678533
SMB       0.001965
HML      -0.001181
dtype: float64, 33742: const     0.004903
vwretd    1.740618
SMB       0.023900
HML       0.007653
dtype: float64, 33743: const     0.023359
vwretd    0.363927
SMB       0.001457
HML       0.008514
dtype: float64, 33750: const    -0.003554
vwretd    1.608018
SMB       0.003773
HML       0.006387
dtype: float64, 33751: const    -0.088117
vwretd    1.599282
SMB      -0.001284
HML       0.016575
dtype: float64, 33769: const    -0.009635
vwretd    0.865842
SMB       0.020828
HML       0.005128
dtype: float64, 33770: const    -0.001046
vwretd    0.488469
SMB       0.008984
HML       0.011819
dtype: float64, 33777: const     0.033234
vwretd    1.465547
SMB       0.010232
HML      -0.020602
dtype: float64, 33778: const    -0.026632
vwretd    1.119545
SMB       0.000633
HML      -0.007573
dtype: float64, 33785: const     0.002963
vwretd    1.319459
SMB       0.014504
HML      -0.000755
dtype: float64, 33793: const    -0.008344
vwretd    0.955968
SMB       0.022873
HML       0.007591
dtype: float64, 33794: const    -0.015326
vwretd    1.828113
SMB       0.018522
HML       0.005702
dtype: float64, 33806: const     0.009567
vwretd    0.453122
SMB       0.004736
HML      -0.003470
dtype: float64, 33807: const     0.019465
vwretd    0.417487
SMB       0.006198
HML      -0.007423
dtype: float64, 33814: const     0.000197
vwretd    0.998315
SMB      -0.001938
HML       0.000885
dtype: float64, 33815: const     0.006949
vwretd    1.152081
SMB       0.016056
HML       0.000292
dtype: float64, 33822: const     0.018482
vwretd    0.616612
SMB       0.022254
HML       0.004938
dtype: float64, 33823: const     0.007625
vwretd    1.368312
SMB       0.013163
HML       0.011495
dtype: float64, 33830: const     0.004212
vwretd    0.974387
SMB       0.023487
HML      -0.004546
dtype: float64, 33831: const    -0.036554
vwretd   -0.849676
SMB       0.023419
HML      -0.010326
dtype: float64, 33849: const    -0.001774
vwretd    1.064744
SMB       0.011760
HML       0.007781
dtype: float64, 33857: const    -0.007722
vwretd    1.153170
SMB       0.018286
HML       0.008771
dtype: float64, 33858: const     0.007457
vwretd    0.990274
SMB       0.010453
HML      -0.010484
dtype: float64, 33865: const    -0.000818
vwretd    0.484407
SMB       0.010794
HML       0.003607
dtype: float64, 33866: const     0.005209
vwretd    2.753563
SMB       0.027737
HML       0.030436
dtype: float64, 33873: const    -0.008248
vwretd    1.151998
SMB       0.014209
HML       0.008750
dtype: float64, 33881: const     0.034907
vwretd    4.315054
SMB       0.009735
HML      -0.010974
dtype: float64, 33882: const     0.006557
vwretd    0.440142
SMB       0.002722
HML       0.006176
dtype: float64, 33902: const    -0.000176
vwretd    0.502083
SMB       0.016916
HML       0.018694
dtype: float64, 33903: const     0.013149
vwretd   -0.108486
SMB       0.011532
HML      -0.000465
dtype: float64, 33910: const    -0.010969
vwretd    1.815276
SMB       0.033537
HML      -0.008190
dtype: float64, 33911: const    -0.014706
vwretd    2.007649
SMB       0.024894
HML      -0.019605
dtype: float64, 33929: const    -0.013580
vwretd    0.700986
SMB       0.014952
HML       0.008639
dtype: float64, 33930: const     0.111233
vwretd   -9.054734
SMB      -0.146511
HML       0.182894
dtype: float64, 33937: const     0.005434
vwretd    0.334142
SMB       0.002258
HML       0.002279
dtype: float64, 33945: const    -0.006558
vwretd    1.977363
SMB       0.014019
HML      -0.004166
dtype: float64, 33953: const    -0.009568
vwretd    0.898668
SMB       0.021535
HML       0.001308
dtype: float64, 33954: const    -0.003318
vwretd    0.392752
SMB       0.007438
HML      -0.005230
dtype: float64, 33961: const    -0.007815
vwretd    1.041352
SMB       0.011985
HML       0.002374
dtype: float64, 33962: const    -0.000236
vwretd    1.559257
SMB      -0.000646
HML      -0.005375
dtype: float64, 33988: const     0.004894
vwretd    0.587954
SMB       0.007410
HML       0.002242
dtype: float64, 33989: const    -0.019321
vwretd    1.362570
SMB       0.019057
HML      -0.000593
dtype: float64, 33996: const    -0.005773
vwretd    0.770896
SMB       0.016479
HML       0.005319
dtype: float64, 33997: const     0.006239
vwretd    0.266911
SMB       0.024862
HML       0.000448
dtype: float64, 34008: const     0.000170
vwretd   -0.373109
SMB       0.005303
HML       0.009963
dtype: float64, 34016: const     0.004879
vwretd    1.521078
SMB      -0.001711
HML       0.003604
dtype: float64, 34017: const     0.020629
vwretd    0.880687
SMB       0.007618
HML      -0.001791
dtype: float64, 34024: const     0.000884
vwretd    0.984476
SMB       0.007815
HML       0.000986
dtype: float64, 34032: const    -0.001123
vwretd    1.480705
SMB       0.000839
HML       0.004820
dtype: float64, 34033: const    -0.011929
vwretd    0.849807
SMB       0.012794
HML       0.012009
dtype: float64, 34040: const    -0.008539
vwretd    1.149070
SMB       0.004439
HML       0.004129
dtype: float64, 34041: const     0.005988
vwretd    0.460947
SMB       0.006582
HML      -0.002459
dtype: float64, 34059: const     0.001104
vwretd    0.692580
SMB       0.009882
HML       0.000420
dtype: float64, 34067: const    -0.004750
vwretd    1.338538
SMB       0.006326
HML       0.006787
dtype: float64, 34068: const     0.029105
vwretd   -0.091881
SMB      -0.000749
HML       0.003454
dtype: float64, 34075: const    -0.003344
vwretd    1.188843
SMB       0.009095
HML       0.000346
dtype: float64, 34076: const    -0.000170
vwretd    1.034275
SMB       0.011589
HML       0.007407
dtype: float64, 34083: const     0.006177
vwretd    1.409822
SMB       0.019802
HML       0.008246
dtype: float64, 34091: const     0.013050
vwretd    0.274817
SMB       0.006363
HML      -0.003203
dtype: float64, 34112: const     0.007430
vwretd   -1.235809
SMB       0.008637
HML      -0.005495
dtype: float64, 34113: const    -0.008592
vwretd    0.295107
SMB       0.009411
HML       0.009977
dtype: float64, 34120: const     0.009005
vwretd    0.631087
SMB       0.003644
HML       0.008778
dtype: float64, 34121: const    -0.000582
vwretd    0.337705
SMB       0.008877
HML       0.005259
dtype: float64, 34139: const     0.016111
vwretd    1.250748
SMB       0.005768
HML      -0.004343
dtype: float64, 34147: const     0.000671
vwretd    1.460324
SMB       0.010917
HML      -0.005365
dtype: float64, 34155: const     0.012246
vwretd    0.688289
SMB       0.004772
HML       0.011497
dtype: float64, 34156: const     0.138581
vwretd    0.781884
SMB       0.009534
HML      -0.066910
dtype: float64, 34163: const    -0.000442
vwretd    0.311651
SMB       0.001689
HML      -0.001116
dtype: float64, 34171: const    -0.018332
vwretd    0.991395
SMB       0.013224
HML       0.000481
dtype: float64, 34172: const     0.009505
vwretd    0.388951
SMB       0.013122
HML      -0.004963
dtype: float64, 34198: const     0.013224
vwretd    0.953959
SMB       0.013915
HML      -0.005684
dtype: float64, 34199: const    -0.114873
vwretd   -1.280657
SMB      -0.018360
HML      -0.035417
dtype: float64, 34200: const    -0.007512
vwretd   -0.417517
SMB       0.037029
HML       0.001866
dtype: float64, 34201: const    -0.013372
vwretd   -0.561898
SMB       0.049649
HML      -0.004693
dtype: float64, 34219: const     0.059746
vwretd    1.671718
SMB       0.023721
HML      -0.035167
dtype: float64, 34220: const     0.088394
vwretd    1.826860
SMB       0.006068
HML      -0.003239
dtype: float64, 34227: const    -0.000174
vwretd    0.416718
SMB       0.008168
HML       0.004713
dtype: float64, 34228: const     0.008399
vwretd    0.830358
SMB       0.005653
HML       0.002863
dtype: float64, 34235: const    -0.011826
vwretd    1.121343
SMB       0.016313
HML       0.009990
dtype: float64, 34236: const    -0.087714
vwretd    1.011628
SMB       0.078756
HML       0.029175
dtype: float64, 34243: const     0.004507
vwretd   -0.686470
SMB       0.031574
HML       0.019360
dtype: float64, 34244: const    -0.087087
vwretd   -0.027438
SMB       0.061219
HML       0.098017
dtype: float64, 34251: const    -0.003454
vwretd    1.343894
SMB       0.004012
HML       0.014671
dtype: float64, 34278: const     0.005429
vwretd    0.916850
SMB       0.020822
HML      -0.001153
dtype: float64, 34279: const     0.012742
vwretd    0.997037
SMB       0.016881
HML       0.007708
dtype: float64, 34286: const     0.004029
vwretd    1.432568
SMB       0.023280
HML       0.000512
dtype: float64, 34287: const     0.014789
vwretd    0.695470
SMB       0.005567
HML       0.001240
dtype: float64, 34294: const     0.058542
vwretd   -0.157380
SMB       0.013640
HML      -0.000672
dtype: float64, 34295: const    -0.051294
vwretd    2.678187
SMB       0.047161
HML       0.039398
dtype: float64, 34307: const     0.099541
vwretd   -0.763610
SMB       0.006320
HML      -0.039085
dtype: float64, 34308: const     0.002906
vwretd    0.400260
SMB       0.010204
HML      -0.006140
dtype: float64, 34315: const     0.006133
vwretd    0.658722
SMB       0.003088
HML       0.007043
dtype: float64, 34316: const     0.017063
vwretd    0.632748
SMB      -0.003566
HML       0.002750
dtype: float64, 34323: const    -0.000370
vwretd    0.537833
SMB      -0.000177
HML       0.005074
dtype: float64, 34324: const     0.001959
vwretd    1.078502
SMB       0.009331
HML       0.007549
dtype: float64, 34331: const     0.000506
vwretd    0.481890
SMB       0.014495
HML       0.003364
dtype: float64, 34332: const    -0.001834
vwretd    0.586854
SMB       0.010045
HML      -0.005844
dtype: float64, 34358: const    -0.006947
vwretd    1.165916
SMB       0.025753
HML       0.010458
dtype: float64, 34359: const     0.000359
vwretd    0.561606
SMB       0.014377
HML      -0.011308
dtype: float64, 34366: const     0.003917
vwretd    0.805238
SMB       0.009883
HML       0.003025
dtype: float64, 34367: const    -0.002761
vwretd    0.905021
SMB       0.008444
HML       0.008417
dtype: float64, 34374: const    -0.019863
vwretd    0.561545
SMB       0.029525
HML       0.014485
dtype: float64, 34382: const    -0.002090
vwretd   -0.260198
SMB      -0.018893
HML       0.005817
dtype: float64, 34383: const     0.007998
vwretd    1.063775
SMB      -0.004726
HML       0.001572
dtype: float64, 34390: const    -0.006708
vwretd    1.192091
SMB       0.026963
HML       0.008337
dtype: float64, 34391: const     0.016516
vwretd    1.035866
SMB      -0.007163
HML      -0.012178
dtype: float64, 34403: const     0.024381
vwretd   -0.112562
SMB      -0.009072
HML      -0.016698
dtype: float64, 34404: const     0.000245
vwretd    1.172325
SMB       0.009196
HML       0.007989
dtype: float64, 34411: const    -0.004665
vwretd    1.138557
SMB       0.016251
HML       0.008966
dtype: float64, 34438: const     0.001499
vwretd    1.257529
SMB       0.008877
HML       0.000094
dtype: float64, 34439: const    -0.021484
vwretd    0.904035
SMB       0.022162
HML       0.011619
dtype: float64, 34446: const     0.019153
vwretd   -2.778919
SMB       0.049409
HML      -0.027840
dtype: float64, 34447: const     0.010455
vwretd    0.740774
SMB       0.006823
HML       0.005202
dtype: float64, 34454: const    -0.001111
vwretd    0.143868
SMB       0.009128
HML      -0.002154
dtype: float64, 34462: const    -0.019274
vwretd    0.461669
SMB       0.020915
HML       0.006127
dtype: float64, 34463: const     0.004465
vwretd    0.554803
SMB       0.002580
HML       0.002739
dtype: float64, 34470: const     0.000004
vwretd    2.089499
SMB       0.032487
HML       0.001775
dtype: float64, 34471: const    -0.019435
vwretd    0.469159
SMB      -0.001524
HML       0.010716
dtype: float64, 34489: const    -0.057498
vwretd    0.927684
SMB      -0.000656
HML       0.010298
dtype: float64, 34490: const    -0.036828
vwretd    1.546804
SMB       0.007287
HML       0.000585
dtype: float64, 34497: const     0.004300
vwretd    0.676956
SMB       0.005484
HML       0.002550
dtype: float64, 34498: const     0.009914
vwretd    0.497049
SMB       0.005064
HML       0.001844
dtype: float64, 34518: const    -0.023201
vwretd    0.591070
SMB       0.028190
HML       0.008728
dtype: float64, 34519: const    -0.000731
vwretd    0.574330
SMB      -0.000012
HML       0.006658
dtype: float64, 34526: const    -0.194617
vwretd   -0.014792
SMB      -0.035941
HML       0.120563
dtype: float64, 34527: const     0.039310
vwretd    0.935046
SMB       0.003099
HML       0.001471
dtype: float64, 34534: const     0.013378
vwretd    0.845890
SMB       0.007965
HML      -0.014412
dtype: float64, 34535: const     0.019921
vwretd   -0.180359
SMB       0.002818
HML      -0.004053
dtype: float64, 34542: const    -0.261489
vwretd    3.040113
SMB       0.045236
HML       0.065974
dtype: float64, 34550: const     0.004840
vwretd    1.163019
SMB       0.015521
HML       0.012714
dtype: float64, 34551: const    -0.001259
vwretd    0.303753
SMB       0.020076
HML      -0.012477
dtype: float64, 34569: const     0.005892
vwretd    0.867303
SMB       0.012738
HML       0.008550
dtype: float64, 34577: const     0.027950
vwretd    0.428189
SMB      -0.002476
HML      -0.006925
dtype: float64, 34578: const    -0.004229
vwretd    1.044834
SMB       0.012331
HML      -0.001699
dtype: float64, 34585: const     0.006531
vwretd    0.687036
SMB       0.012484
HML      -0.003005
dtype: float64, 34586: const     0.022364
vwretd    0.438699
SMB       0.014457
HML      -0.006808
dtype: float64, 34593: const    -0.024051
vwretd    1.363470
SMB       0.016707
HML       0.020061
dtype: float64, 34594: const     0.010165
vwretd    0.389665
SMB       0.001151
HML       0.005635
dtype: float64, 34606: const    -0.004870
vwretd    0.324211
SMB       0.021091
HML       0.007922
dtype: float64, 34607: const    -0.029190
vwretd    0.618368
SMB       0.002510
HML       0.001824
dtype: float64, 34614: const     0.004710
vwretd    0.344279
SMB       0.020499
HML       0.009073
dtype: float64, 34622: const     0.018641
vwretd    1.796931
SMB       0.011375
HML      -0.006736
dtype: float64, 34623: const     0.003891
vwretd    0.977810
SMB       0.022199
HML      -0.006874
dtype: float64, 34630: const    -0.006061
vwretd    1.251121
SMB       0.007529
HML       0.003358
dtype: float64, 34631: const    -0.008309
vwretd    1.118794
SMB       0.005994
HML       0.010721
dtype: float64, 34649: const     0.006465
vwretd    0.892160
SMB       0.007519
HML       0.001057
dtype: float64, 34650: const    -0.133606
vwretd    4.393010
SMB       0.020131
HML       0.041214
dtype: float64, 34657: const    -0.000175
vwretd    0.331301
SMB       0.006842
HML      -0.003838
dtype: float64, 34658: const     0.033057
vwretd    0.293256
SMB       0.017599
HML      -0.000155
dtype: float64, 34665: const     0.000491
vwretd    0.727718
SMB       0.011972
HML       0.000998
dtype: float64, 34666: const    -0.009697
vwretd    1.255034
SMB       0.012262
HML      -0.010627
dtype: float64, 34673: const    -0.004870
vwretd    1.422748
SMB       0.014222
HML       0.009753
dtype: float64, 34674: const     0.041579
vwretd   -0.471213
SMB      -0.003613
HML      -0.009403
dtype: float64, 34681: const     0.006774
vwretd    0.678244
SMB       0.017266
HML      -0.004980
dtype: float64, 34682: const     0.010709
vwretd    1.660711
SMB       0.001837
HML       0.007213
dtype: float64, 34703: const     0.224718
vwretd   -4.572975
SMB      -0.034559
HML      -0.111286
dtype: float64, 34710: const     0.009641
vwretd    0.672725
SMB       0.011207
HML       0.007453
dtype: float64, 34711: const     0.012867
vwretd    0.568189
SMB       0.019277
HML       0.009023
dtype: float64, 34729: const    -0.038806
vwretd    0.403987
SMB       0.000344
HML       0.024309
dtype: float64, 34730: const     0.004114
vwretd    1.937026
SMB       0.014407
HML       0.000776
dtype: float64, 34737: const    -0.076850
vwretd    2.009631
SMB       0.070549
HML       0.108836
dtype: float64, 34738: const     0.011943
vwretd    0.501010
SMB       0.003498
HML      -0.004750
dtype: float64, 34745: const     0.011627
vwretd    1.328610
SMB       0.007057
HML      -0.007728
dtype: float64, 34746: const     0.001471
vwretd    1.143743
SMB      -0.001720
HML       0.011023
dtype: float64, 34753: const    -0.001380
vwretd    1.120033
SMB       0.007936
HML       0.009425
dtype: float64, 34754: const    -0.005332
vwretd    0.568527
SMB      -0.004727
HML       0.005388
dtype: float64, 34761: const     0.008921
vwretd    0.176857
SMB       0.000409
HML      -0.001824
dtype: float64, 34788: const    -0.185987
vwretd   -5.570229
SMB      -0.171042
HML       0.113584
dtype: float64, 34789: const    -0.112553
vwretd   -0.932232
SMB       0.006050
HML      -0.007226
dtype: float64, 34796: const     0.003957
vwretd    0.587199
SMB       0.022995
HML       0.005543
dtype: float64, 34797: const     0.013408
vwretd    0.055427
SMB       0.018888
HML       0.000605
dtype: float64, 34809: const    -0.024501
vwretd    1.675006
SMB       0.007935
HML       0.011178
dtype: float64, 34810: const     0.006114
vwretd    1.003712
SMB       0.010568
HML       0.003608
dtype: float64, 34817: const     0.003409
vwretd    1.250863
SMB       0.006447
HML       0.005004
dtype: float64, 34818: const    -0.001159
vwretd    0.882418
SMB       0.008606
HML       0.009125
dtype: float64, 34825: const     0.002272
vwretd    1.007366
SMB       0.018894
HML       0.001118
dtype: float64, 34826: const    -0.067141
vwretd    0.862458
SMB       0.016220
HML       0.017086
dtype: float64, 34833: const     0.000177
vwretd    1.121059
SMB       0.003066
HML       0.008706
dtype: float64, 34834: const    -0.041609
vwretd    1.265413
SMB       0.012528
HML       0.019530
dtype: float64, 34841: const    -0.007589
vwretd    1.338263
SMB       0.005728
HML       0.005951
dtype: float64, 34842: const    -0.018596
vwretd    0.920577
SMB       0.005567
HML       0.002501
dtype: float64, 34868: const     0.003327
vwretd    0.745277
SMB       0.006427
HML       0.004524
dtype: float64, 34869: const     0.011637
vwretd    0.354210
SMB       0.002744
HML       0.006069
dtype: float64, 34876: const    -0.005756
vwretd    0.786372
SMB       0.027768
HML       0.003276
dtype: float64, 34877: const     0.022179
vwretd   -0.276245
SMB       0.004883
HML      -0.003853
dtype: float64, 34884: const    -0.000758
vwretd    0.935572
SMB       0.006958
HML      -0.001558
dtype: float64, 34885: const     0.000085
vwretd    0.779586
SMB       0.033861
HML       0.007717
dtype: float64, 34892: const    -0.010773
vwretd    0.315478
SMB       0.008411
HML       0.002730
dtype: float64, 34893: const     0.007015
vwretd    0.503571
SMB       0.010990
HML      -0.000738
dtype: float64, 34905: const    -0.004545
vwretd    1.087747
SMB       0.014842
HML       0.005720
dtype: float64, 34906: const    -0.057796
vwretd    1.480289
SMB      -0.009394
HML       0.012684
dtype: float64, 34913: const     0.006205
vwretd    0.773553
SMB       0.009868
HML       0.005970
dtype: float64, 34921: const    -0.011924
vwretd    0.598561
SMB       0.008521
HML       0.006702
dtype: float64, 34922: const    -0.012961
vwretd    0.854269
SMB       0.018469
HML      -0.014000
dtype: float64, 34936: const    -0.003537
vwretd    0.608726
SMB       0.014757
HML      -0.008093
dtype: float64, 34937: const    -0.079902
vwretd    2.349159
SMB       0.009417
HML       0.014714
dtype: float64, 34938: const     0.025660
vwretd    0.243110
SMB       0.004013
HML      -0.008810
dtype: float64, 34939: const     0.030446
vwretd    0.006399
SMB       0.004351
HML      -0.011336
dtype: float64, 34948: const     0.002391
vwretd    1.117583
SMB       0.009611
HML       0.007668
dtype: float64, 34956: const     0.004355
vwretd    0.297748
SMB       0.018289
HML       0.010105
dtype: float64, 34957: const     1.057550
vwretd    0.015388
SMB      -0.070032
HML      -0.446823
dtype: float64, 34964: const    -0.051100
vwretd    0.591519
SMB       0.025920
HML       0.021424
dtype: float64, 34965: const     0.010793
vwretd    1.357092
SMB       0.007156
HML       0.001588
dtype: float64, 34972: const    -0.003981
vwretd    0.915376
SMB       0.014912
HML       0.007614
dtype: float64, 34973: const    -0.009456
vwretd    1.328250
SMB       0.023914
HML      -0.004356
dtype: float64, 34980: const    -0.000736
vwretd    0.387074
SMB       0.001827
HML       0.004797
dtype: float64, 34981: const     0.022322
vwretd    1.012887
SMB       0.011010
HML      -0.000215
dtype: float64, 34999: const     0.004386
vwretd    1.437361
SMB       0.003413
HML       0.001020
dtype: float64, 35000: const     0.021082
vwretd   -0.476389
SMB       0.038927
HML       0.027410
dtype: float64, 35019: const    -0.002774
vwretd    1.748616
SMB      -0.000313
HML       0.001298
dtype: float64, 35020: const     0.000430
vwretd    1.244896
SMB       0.016850
HML      -0.002384
dtype: float64, 35027: const    -0.003412
vwretd    0.975246
SMB       0.000790
HML       0.009378
dtype: float64, 35028: const     0.007885
vwretd   -0.047614
SMB       0.016390
HML      -0.017398
dtype: float64, 35035: const     0.005821
vwretd    0.515442
SMB       0.014013
HML       0.000199
dtype: float64, 35036: const    -0.003632
vwretd    0.915005
SMB       0.004257
HML       0.006217
dtype: float64, 35043: const     0.020498
vwretd    0.309211
SMB       0.001740
HML       0.003499
dtype: float64, 35044: const    -0.002286
vwretd    1.004631
SMB       0.001292
HML       0.010944
dtype: float64, 35051: const     0.004400
vwretd    1.164043
SMB       0.005822
HML      -0.000440
dtype: float64, 35052: const    -0.000817
vwretd    0.625201
SMB       0.003376
HML       0.014555
dtype: float64, 35078: const     0.018564
vwretd    2.324356
SMB       0.005426
HML       0.008325
dtype: float64, 35079: const    -0.031942
vwretd    1.230016
SMB       0.015377
HML       0.012421
dtype: float64, 35087: const    -0.017856
vwretd    0.499043
SMB       0.010828
HML       0.006665
dtype: float64, 35094: const     0.003094
vwretd    1.083190
SMB       0.009991
HML       0.007005
dtype: float64, 35095: const    -0.043600
vwretd    0.869487
SMB       0.016101
HML       0.013961
dtype: float64, 35107: const     0.001824
vwretd    1.043094
SMB       0.010939
HML       0.002420
dtype: float64, 35115: const     0.006958
vwretd    1.117199
SMB       0.008032
HML       0.002440
dtype: float64, 35116: const     0.011572
vwretd    0.748016
SMB       0.009417
HML       0.002727
dtype: float64, 35123: const     0.029185
vwretd   -0.737432
SMB       0.010832
HML       0.008057
dtype: float64, 35124: const     0.005112
vwretd    0.928789
SMB       0.004039
HML       0.007938
dtype: float64, 35131: const     0.018227
vwretd    0.313375
SMB       0.007530
HML       0.000451
dtype: float64, 35132: const     0.096394
vwretd    1.708447
SMB       0.009536
HML       0.001862
dtype: float64, 35158: const     0.008540
vwretd    0.273152
SMB       0.006294
HML      -0.005166
dtype: float64, 35159: const     0.009779
vwretd    0.486647
SMB       0.016109
HML      -0.001679
dtype: float64, 35166: const     0.009632
vwretd    1.158744
SMB       0.011249
HML      -0.004257
dtype: float64, 35167: const     0.001367
vwretd    0.869499
SMB       0.000638
HML       0.007723
dtype: float64, 35174: const     0.006591
vwretd    1.370343
SMB       0.017683
HML       0.013448
dtype: float64, 35175: const    -0.002722
vwretd    0.926648
SMB       0.006940
HML       0.007242
dtype: float64, 35182: const     0.012076
vwretd    0.523178
SMB       0.003763
HML      -0.000292
dtype: float64, 35183: const     0.016224
vwretd    0.194391
SMB       0.008108
HML       0.002438
dtype: float64, 35190: const    -0.050111
vwretd    1.195323
SMB       0.027879
HML       0.009127
dtype: float64, 35191: const    -0.006113
vwretd    0.203988
SMB       0.003695
HML       0.001583
dtype: float64, 35203: const    -0.002778
vwretd    0.798003
SMB       0.018250
HML       0.010057
dtype: float64, 35204: const     0.004246
vwretd    0.964303
SMB       0.003455
HML       0.007490
dtype: float64, 35211: const     0.001636
vwretd    0.977545
SMB       0.004221
HML       0.002391
dtype: float64, 35238: const     0.001411
vwretd    1.099865
SMB       0.007490
HML       0.007336
dtype: float64, 35239: const     0.001827
vwretd    0.730951
SMB       0.001611
HML       0.003669
dtype: float64, 35246: const     0.007781
vwretd    1.047391
SMB       0.008532
HML       0.007317
dtype: float64, 35254: const    -0.004207
vwretd    1.164463
SMB       0.005153
HML       0.001606
dtype: float64, 35255: const      0.066348
vwretd    10.634196
SMB       -0.155185
HML       -0.121974
dtype: float64, 35262: const    -0.040250
vwretd    2.745399
SMB       0.008418
HML      -0.000791
dtype: float64, 35263: const     0.002401
vwretd    0.579200
SMB       0.003148
HML       0.006886
dtype: float64, 35270: const     0.027410
vwretd    0.056852
SMB       0.006855
HML      -0.002205
dtype: float64, 35271: const    -0.015483
vwretd    1.521858
SMB       0.012408
HML       0.025125
dtype: float64, 35289: const    -0.018989
vwretd   -1.256509
SMB      -0.014852
HML       0.049565
dtype: float64, 35297: const     0.014089
vwretd    0.647762
SMB       0.003847
HML      -0.007164
dtype: float64, 35298: const    -0.007227
vwretd    0.756259
SMB       0.014118
HML       0.010920
dtype: float64, 35318: const     0.030382
vwretd    1.342260
SMB       0.004796
HML      -0.000856
dtype: float64, 35319: const     0.039726
vwretd    1.638068
SMB       0.006768
HML      -0.006325
dtype: float64, 35326: const     0.007296
vwretd    0.490451
SMB       0.017368
HML       0.016583
dtype: float64, 35327: const     0.002768
vwretd   -0.444455
SMB       0.001555
HML      -0.014190
dtype: float64, 35334: const    -0.015661
vwretd    0.932906
SMB       0.018829
HML       0.011289
dtype: float64, 35335: const     0.023602
vwretd    0.368176
SMB       0.006398
HML      -0.003361
dtype: float64, 35342: const    -0.015878
vwretd    0.797071
SMB       0.027685
HML       0.009554
dtype: float64, 35343: const     0.083909
vwretd   -0.000621
SMB       0.002445
HML       0.019466
dtype: float64, 35350: const    -0.007953
vwretd    0.559046
SMB       0.021166
HML      -0.001863
dtype: float64, 35351: const    -0.018522
vwretd    0.734112
SMB       0.016989
HML      -0.002867
dtype: float64, 35369: const    -0.004495
vwretd   -0.839335
SMB       0.050393
HML       0.022556
dtype: float64, 35370: const     0.001554
vwretd    0.805024
SMB       0.004732
HML       0.006643
dtype: float64, 35377: const     0.007987
vwretd    1.044679
SMB       0.019194
HML      -0.000854
dtype: float64, 35378: const     0.013531
vwretd    0.363888
SMB      -0.000917
HML      -0.000119
dtype: float64, 35385: const    -0.005991
vwretd    0.994143
SMB       0.003936
HML       0.006428
dtype: float64, 35386: const     0.009464
vwretd    0.669266
SMB       0.002094
HML       0.006517
dtype: float64, 35393: const     0.004093
vwretd    0.800458
SMB       0.006874
HML       0.001067
dtype: float64, 35394: const     0.025961
vwretd    0.074985
SMB      -0.000228
HML      -0.006386
dtype: float64, 35406: const     0.074733
vwretd   -1.070408
SMB       0.049069
HML      -0.012600
dtype: float64, 35407: const    -0.018122
vwretd    0.719375
SMB       0.004106
HML       0.009351
dtype: float64, 35414: const    -0.009019
vwretd    0.765162
SMB       0.033906
HML       0.005429
dtype: float64, 35415: const    -0.002919
vwretd    0.580511
SMB       0.002742
HML       0.003147
dtype: float64, 35422: const    -0.006092
vwretd    1.455275
SMB       0.018987
HML       0.012139
dtype: float64, 35423: const    -0.003499
vwretd    1.087697
SMB       0.012601
HML       0.018411
dtype: float64, 35430: const     0.002532
vwretd    0.574897
SMB       0.006522
HML       0.005696
dtype: float64, 35431: const    -0.009602
vwretd    0.481471
SMB       0.010371
HML       0.002922
dtype: float64, 35449: const    -0.010284
vwretd    0.881790
SMB       0.031235
HML      -0.009808
dtype: float64, 35450: const     0.039196
vwretd    0.005522
SMB       0.010356
HML      -0.001324
dtype: float64, 35457: const    -0.000206
vwretd    1.180470
SMB       0.027669
HML       0.010128
dtype: float64, 35458: const    -0.012199
vwretd    0.023536
SMB       0.060791
HML       0.018295
dtype: float64, 35465: const     0.004828
vwretd    0.628418
SMB       0.011175
HML       0.006474
dtype: float64, 35466: const    -0.021839
vwretd    0.928581
SMB      -0.003296
HML      -0.000895
dtype: float64, 35473: const    -0.061966
vwretd    3.106463
SMB       0.044757
HML       0.047299
dtype: float64, 35474: const     0.003878
vwretd    1.412141
SMB       0.012973
HML       0.017620
dtype: float64, 35481: const     0.063809
vwretd    2.806185
SMB       0.065520
HML       0.016414
dtype: float64, 35482: const     0.007618
vwretd    1.026074
SMB       0.007325
HML       0.006613
dtype: float64, 35502: const    -0.000148
vwretd    1.033428
SMB       0.001849
HML       0.002855
dtype: float64, 35503: const     0.000270
vwretd    1.281628
SMB       0.005959
HML       0.013589
dtype: float64, 35510: const     0.000863
vwretd    1.035422
SMB       0.009594
HML       0.006012
dtype: float64, 35511: const     0.006370
vwretd    1.240783
SMB       0.007887
HML       0.015244
dtype: float64, 35529: const     0.005470
vwretd    0.676631
SMB       0.004960
HML       0.000836
dtype: float64, 35530: const     0.027382
vwretd    0.816879
SMB       0.008494
HML       0.005510
dtype: float64, 35537: const     0.003651
vwretd    0.873981
SMB       0.003847
HML       0.000925
dtype: float64, 35538: const     0.008783
vwretd    1.222957
SMB       0.005557
HML       0.013985
dtype: float64, 35545: const     0.040712
vwretd   -1.653748
SMB       0.019787
HML       0.006267
dtype: float64, 35546: const     0.064774
vwretd    0.342988
SMB       0.000167
HML      -0.001962
dtype: float64, 35553: const     0.000194
vwretd    0.401738
SMB       0.006074
HML       0.003557
dtype: float64, 35554: const     0.002342
vwretd    0.821825
SMB       0.001760
HML       0.009222
dtype: float64, 35561: const     0.004652
vwretd    0.654024
SMB       0.003805
HML       0.002418
dtype: float64, 35588: const     0.003694
vwretd    1.313197
SMB       0.003351
HML       0.002098
dtype: float64, 35589: const     0.003616
vwretd    1.098462
SMB       0.019429
HML      -0.005641
dtype: float64, 35596: const     0.042845
vwretd   -0.763421
SMB       0.043595
HML       0.002569
dtype: float64, 35597: const    -0.004264
vwretd    0.504111
SMB       0.008451
HML       0.003841
dtype: float64, 35609: const     0.057799
vwretd    1.703119
SMB       0.033596
HML      -0.002930
dtype: float64, 35617: const     0.007514
vwretd    0.352000
SMB       0.002160
HML       0.002192
dtype: float64, 35625: const     0.006826
vwretd    1.426420
SMB      -0.002416
HML      -0.002258
dtype: float64, 35626: const     0.013214
vwretd    1.287125
SMB       0.015014
HML       0.019350
dtype: float64, 35633: const     0.058969
vwretd    2.009937
SMB       0.054698
HML      -0.007574
dtype: float64, 35634: const    -0.019334
vwretd    1.426383
SMB       0.001594
HML       0.016639
dtype: float64, 35641: const    -0.005101
vwretd    0.994149
SMB       0.008932
HML       0.002257
dtype: float64, 35668: const    -0.017681
vwretd    0.881469
SMB       0.022456
HML       0.020297
dtype: float64, 35669: const     0.021382
vwretd    0.778045
SMB      -0.001828
HML       0.009543
dtype: float64, 35676: const     0.002068
vwretd   -0.413107
SMB      -0.002977
HML       0.005561
dtype: float64, 35677: const     0.028287
vwretd    0.943655
SMB       0.000870
HML       0.000659
dtype: float64, 35684: const    -0.017884
vwretd    1.149180
SMB       0.032863
HML       0.003924
dtype: float64, 35685: const     0.003578
vwretd    0.591670
SMB       0.007350
HML       0.008945
dtype: float64, 35692: const    -0.011466
vwretd    0.936139
SMB       0.026241
HML       0.019076
dtype: float64, 35693: const     0.004825
vwretd    1.345326
SMB       0.008611
HML       0.008231
dtype: float64, 35705: const     0.002829
vwretd    0.813901
SMB       0.011792
HML       0.001452
dtype: float64, 35706: const     0.014413
vwretd    1.194790
SMB       0.005900
HML      -0.003040
dtype: float64, 35713: const     0.009432
vwretd    0.109095
SMB       0.001071
HML       0.000965
dtype: float64, 35714: const     0.011480
vwretd    0.640536
SMB      -0.009440
HML       0.016089
dtype: float64, 35721: const    -0.061758
vwretd    0.015204
SMB       0.024834
HML       0.013887
dtype: float64, 35722: const    -0.000874
vwretd    1.046112
SMB       0.006330
HML       0.008012
dtype: float64, 35748: const    -0.005097
vwretd    1.082482
SMB       0.018104
HML       0.007066
dtype: float64, 35749: const     0.005503
vwretd    0.516376
SMB       0.012578
HML       0.011546
dtype: float64, 35756: const    -0.011922
vwretd    0.472683
SMB       0.020110
HML       0.000193
dtype: float64, 35757: const     0.012864
vwretd    0.529177
SMB       0.005646
HML       0.006134
dtype: float64, 35764: const     0.002474
vwretd    0.659591
SMB       0.003521
HML       0.003289
dtype: float64, 35765: const     0.028387
vwretd   -0.052205
SMB       0.008697
HML      -0.008288
dtype: float64, 35772: const    -0.007210
vwretd    0.285246
SMB       0.019167
HML       0.016053
dtype: float64, 35780: const     0.042215
vwretd    0.390393
SMB       0.012594
HML      -0.002273
dtype: float64, 35781: const     0.002759
vwretd    0.933606
SMB       0.000798
HML       0.006702
dtype: float64, 35799: const     0.024282
vwretd    0.854447
SMB      -0.001583
HML      -0.010586
dtype: float64, 35800: const    -0.045191
vwretd    1.895396
SMB       0.008967
HML       0.013947
dtype: float64, 35801: const    -0.003750
vwretd    0.830995
SMB       0.021325
HML       0.008975
dtype: float64, 35802: const     0.015354
vwretd    0.709390
SMB       0.001102
HML       0.005281
dtype: float64, 35828: const     0.009029
vwretd    3.421499
SMB       0.043896
HML      -0.024888
dtype: float64, 35829: const     0.005839
vwretd    0.967616
SMB       0.007593
HML       0.005912
dtype: float64, 35836: const     0.001964
vwretd    0.756451
SMB       0.006242
HML      -0.000613
dtype: float64, 35837: const     0.011801
vwretd    0.540089
SMB       0.000364
HML       0.000550
dtype: float64, 35844: const     0.002782
vwretd    0.580226
SMB       0.005549
HML       0.003948
dtype: float64, 35845: const    -0.603383
vwretd   -0.522254
SMB       0.371118
HML       0.237062
dtype: float64, 35852: const    -0.005093
vwretd    0.870390
SMB       0.012887
HML      -0.006922
dtype: float64, 35853: const     0.007778
vwretd    0.587115
SMB       0.002063
HML       0.000546
dtype: float64, 35860: const     0.011804
vwretd    1.057523
SMB       0.005439
HML       0.011533
dtype: float64, 35861: const    -0.005009
vwretd    2.005637
SMB       0.009067
HML       0.015937
dtype: float64, 35879: const    -0.020310
vwretd   -0.247645
SMB       0.011763
HML       0.012608
dtype: float64, 35880: const     0.004152
vwretd    0.655963
SMB       0.006352
HML       0.000589
dtype: float64, 35887: const     0.005930
vwretd    0.997801
SMB       0.015634
HML      -0.000669
dtype: float64, 35888: const    -0.000197
vwretd    1.098395
SMB       0.003771
HML       0.006252
dtype: float64, 35895: const    -0.009191
vwretd    0.269391
SMB       0.015260
HML       0.005731
dtype: float64, 35896: const     0.010627
vwretd    0.294063
SMB      -0.000003
HML      -0.008329
dtype: float64, 35908: const    -0.006003
vwretd    1.409372
SMB       0.011364
HML      -0.002105
dtype: float64, 35909: const     0.012863
vwretd    0.706206
SMB       0.004768
HML       0.004920
dtype: float64, 35916: const     0.007655
vwretd    0.823279
SMB       0.012532
HML       0.004650
dtype: float64, 35917: const    -0.000195
vwretd    0.872624
SMB       0.006170
HML       0.011029
dtype: float64, 35924: const     0.009234
vwretd    0.339152
SMB       0.009680
HML       0.019944
dtype: float64, 35925: const     0.003215
vwretd    0.575978
SMB      -0.002127
HML      -0.004874
dtype: float64, 35932: const     0.008126
vwretd   -0.362955
SMB       0.008297
HML       0.004900
dtype: float64, 35933: const    -0.000294
vwretd   -1.862926
SMB       0.008033
HML      -0.038005
dtype: float64, 35940: const    -0.001620
vwretd    1.082767
SMB       0.002084
HML       0.003979
dtype: float64, 35941: const    -0.068464
vwretd    0.994772
SMB       0.079665
HML       0.021451
dtype: float64, 35959: const     0.009451
vwretd    0.847600
SMB       0.000110
HML       0.005790
dtype: float64, 35960: const     0.008730
vwretd    0.551406
SMB       0.001793
HML       0.004379
dtype: float64, 35967: const     0.012640
vwretd    0.349258
SMB      -0.000835
HML      -0.002031
dtype: float64, 35968: const    -0.010388
vwretd    1.420632
SMB      -0.010332
HML       0.003401
dtype: float64, 35975: const    -0.009226
vwretd    1.050483
SMB       0.015158
HML       0.003716
dtype: float64, 35976: const     0.003245
vwretd    0.956185
SMB       0.001311
HML       0.009632
dtype: float64, 35983: const     0.024450
vwretd    1.851882
SMB       0.006210
HML       0.010530
dtype: float64, 35984: const     0.014657
vwretd    0.501301
SMB       0.006707
HML      -0.004719
dtype: float64, 35991: const     0.002308
vwretd    0.927708
SMB       0.014064
HML       0.004326
dtype: float64, 35992: const    -0.054010
vwretd    0.608937
SMB       0.018454
HML       0.015291
dtype: float64, 36003: const     0.009810
vwretd    0.723691
SMB       0.004696
HML      -0.000308
dtype: float64, 36004: const    -0.000130
vwretd   -0.165810
SMB      -0.001626
HML      -0.010651
dtype: float64, 36011: const    -0.002689
vwretd   -0.436558
SMB       0.008799
HML       0.000697
dtype: float64, 36012: const     0.022323
vwretd   -0.392615
SMB      -0.007986
HML       0.003530
dtype: float64, 36038: const    -0.049343
vwretd   -1.347543
SMB       0.023873
HML       0.033743
dtype: float64, 36039: const     0.007812
vwretd    0.013847
SMB       0.003146
HML      -0.000167
dtype: float64, 36046: const     0.010967
vwretd    0.294438
SMB       0.010080
HML      -0.000076
dtype: float64, 36054: const     0.020084
vwretd    0.478275
SMB       0.003732
HML      -0.003435
dtype: float64, 36062: const     0.015248
vwretd    0.342256
SMB       0.023817
HML      -0.000439
dtype: float64, 36063: const     0.008872
vwretd    0.434031
SMB       0.002331
HML       0.000107
dtype: float64, 36070: const    -0.008818
vwretd    0.891579
SMB       0.004161
HML      -0.000491
dtype: float64, 36071: const    -0.079175
vwretd   -4.749790
SMB       0.138243
HML       0.141632
dtype: float64, 36089: const    -0.000582
vwretd   -0.082113
SMB       0.020816
HML       0.010392
dtype: float64, 36097: const    -0.012358
vwretd    0.649724
SMB       0.019143
HML       0.005603
dtype: float64, 36098: const    -0.095854
vwretd   -3.486069
SMB       0.065572
HML       0.046545
dtype: float64, 36118: const    -0.030108
vwretd    1.838744
SMB      -0.024148
HML       0.001737
dtype: float64, 36119: const     0.002184
vwretd    0.569075
SMB       0.005066
HML       0.002150
dtype: float64, 36126: const    -0.019082
vwretd    0.816330
SMB       0.030225
HML      -0.004662
dtype: float64, 36127: const     0.006445
vwretd    0.852784
SMB      -0.002901
HML       0.006527
dtype: float64, 36134: const    -0.029311
vwretd    1.303429
SMB       0.030700
HML       0.018259
dtype: float64, 36135: const     0.005794
vwretd    0.491096
SMB       0.015045
HML       0.000653
dtype: float64, 36142: const    -0.005059
vwretd    0.923192
SMB       0.016931
HML       0.005386
dtype: float64, 36150: const    -0.000694
vwretd    1.197085
SMB       0.010822
HML       0.006302
dtype: float64, 36151: const     0.020349
vwretd    0.925806
SMB       0.007427
HML       0.005303
dtype: float64, 36169: const     0.001743
vwretd    0.103664
SMB      -0.000169
HML      -0.000668
dtype: float64, 36177: const     0.003892
vwretd    0.894915
SMB       0.014293
HML       0.002787
dtype: float64, 36178: const     0.006972
vwretd    0.681556
SMB       0.008125
HML       0.007361
dtype: float64, 36185: const     0.011309
vwretd    1.314647
SMB       0.007359
HML       0.007247
dtype: float64, 36186: const     0.012186
vwretd    0.564712
SMB       0.002778
HML       0.005373
dtype: float64, 36193: const     0.302247
vwretd    2.758276
SMB      -0.021197
HML      -0.192507
dtype: float64, 36194: const    -0.016046
vwretd    0.402814
SMB       0.006486
HML      -0.003122
dtype: float64, 36206: const     0.302540
vwretd    1.619678
SMB       0.002863
HML      -0.120356
dtype: float64, 36207: const     0.001998
vwretd    1.207327
SMB      -0.005340
HML       0.010409
dtype: float64, 36214: const    -0.020348
vwretd    1.535423
SMB       0.008805
HML       0.016692
dtype: float64, 36215: const    -0.018153
vwretd    0.464573
SMB       0.008616
HML      -0.000129
dtype: float64, 36222: const    -0.001998
vwretd    1.276536
SMB       0.022144
HML       0.002216
dtype: float64, 36223: const     -0.266008
vwretd    26.687373
SMB       -0.390939
HML        0.121011
dtype: float64, 36230: const    -0.007325
vwretd   -0.236022
SMB       0.024753
HML       0.000655
dtype: float64, 36231: const     0.016547
vwretd    0.282039
SMB       0.003141
HML       0.002896
dtype: float64, 36249: const     0.007325
vwretd    0.720210
SMB       0.012905
HML       0.001870
dtype: float64, 36250: const     0.004019
vwretd    0.723041
SMB       0.001918
HML       0.001269
dtype: float64, 36257: const     0.006394
vwretd    0.492442
SMB       0.003391
HML       0.000854
dtype: float64, 36258: const     0.003572
vwretd    0.595281
SMB       0.006902
HML       0.001855
dtype: float64, 36265: const     0.018514
vwretd    1.164642
SMB      -0.003351
HML      -0.003644
dtype: float64, 36266: const     0.013299
vwretd    1.107792
SMB       0.020622
HML       0.006695
dtype: float64, 36273: const    -0.001409
vwretd    0.910265
SMB       0.010857
HML       0.007705
dtype: float64, 36274: const    -0.001871
vwretd    0.975357
SMB       0.004032
HML       0.006729
dtype: float64, 36281: const     0.006891
vwretd    0.612894
SMB       0.006127
HML       0.005222
dtype: float64, 36282: const     0.007870
vwretd    0.521328
SMB      -0.001705
HML       0.002847
dtype: float64, 36302: const     0.000438
vwretd    1.015700
SMB       0.020342
HML       0.010377
dtype: float64, 36303: const     0.012235
vwretd    0.555457
SMB       0.000624
HML       0.010444
dtype: float64, 36310: const    -0.005215
vwretd    1.386110
SMB       0.017021
HML       0.006761
dtype: float64, 36311: const    -0.030131
vwretd    1.129646
SMB       0.009070
HML       0.007396
dtype: float64, 36329: const    -0.002580
vwretd    1.169859
SMB       0.013658
HML       0.006547
dtype: float64, 36330: const    -0.028079
vwretd    1.078141
SMB       0.006879
HML       0.016952
dtype: float64, 36337: const     0.007124
vwretd    0.879501
SMB       0.019871
HML      -0.002899
dtype: float64, 36338: const    -0.030330
vwretd    2.350200
SMB       0.012553
HML       0.002841
dtype: float64, 36345: const    -0.006024
vwretd    0.500629
SMB       0.024469
HML       0.009992
dtype: float64, 36346: const     0.005764
vwretd    0.670008
SMB       0.006473
HML       0.008556
dtype: float64, 36354: const     0.019213
vwretd    0.786496
SMB       0.007477
HML       0.008136
dtype: float64, 36361: const     0.000704
vwretd   -0.382197
SMB      -0.001278
HML       0.010689
dtype: float64, 36388: const    -0.007212
vwretd    1.520988
SMB       0.010810
HML       0.009163
dtype: float64, 36389: const     0.018137
vwretd    0.819302
SMB       0.003376
HML       0.007281
dtype: float64, 36396: const     0.002495
vwretd    0.632120
SMB       0.013508
HML       0.002003
dtype: float64, 36397: const    -0.001419
vwretd    0.973969
SMB       0.001428
HML       0.009867
dtype: float64, 36409: const    -0.004565
vwretd    1.419924
SMB       0.023507
HML       0.005973
dtype: float64, 36410: const     0.006326
vwretd    1.426810
SMB       0.002538
HML       0.006751
dtype: float64, 36417: const     0.010306
vwretd    0.652695
SMB       0.007717
HML       0.002950
dtype: float64, 36418: const     0.013451
vwretd    0.161013
SMB       0.010557
HML      -0.002174
dtype: float64, 36425: const    -0.003534
vwretd    2.342059
SMB       0.018964
HML      -0.016056
dtype: float64, 36426: const    -0.035417
vwretd    0.089129
SMB      -0.011882
HML      -0.007381
dtype: float64, 36433: const    -0.000414
vwretd    0.820190
SMB       0.014815
HML       0.002610
dtype: float64, 36441: const    -0.033942
vwretd    0.239604
SMB      -0.002802
HML       0.020678
dtype: float64, 36442: const    -0.007496
vwretd    0.175935
SMB      -0.000130
HML       0.005509
dtype: float64, 36468: const     0.003736
vwretd    1.086449
SMB      -0.000371
HML       0.002093
dtype: float64, 36469: const    -0.001832
vwretd    1.021395
SMB      -0.000688
HML       0.006399
dtype: float64, 36476: const     0.010548
vwretd    0.176171
SMB       0.015510
HML       0.010046
dtype: float64, 36477: const    -0.003320
vwretd    1.010424
SMB       0.003429
HML       0.010437
dtype: float64, 36484: const    -0.001738
vwretd    1.067873
SMB       0.015955
HML       0.005816
dtype: float64, 36485: const    -0.010300
vwretd    0.324513
SMB       0.011044
HML       0.005458
dtype: float64, 36492: const     0.012469
vwretd    0.926122
SMB       0.030434
HML       0.012675
dtype: float64, 36493: const     0.019079
vwretd    0.949961
SMB       0.010694
HML       0.006528
dtype: float64, 36505: const     0.002563
vwretd    1.235262
SMB       0.002991
HML      -0.001162
dtype: float64, 36506: const     0.005547
vwretd    0.662969
SMB       0.011289
HML       0.010498
dtype: float64, 36513: const    -0.002123
vwretd    0.520270
SMB       0.000712
HML       0.002460
dtype: float64, 36521: const    -0.004682
vwretd    1.406517
SMB       0.021848
HML       0.012289
dtype: float64, 36548: const     0.019489
vwretd    0.545283
SMB      -0.016238
HML      -0.021326
dtype: float64, 36549: const     0.009060
vwretd    0.644299
SMB       0.002550
HML       0.002112
dtype: float64, 36557: const     0.012988
vwretd    0.229873
SMB       0.007002
HML      -0.002668
dtype: float64, 36564: const    -0.090408
vwretd    0.776712
SMB      -0.019062
HML       0.029760
dtype: float64, 36565: const    -0.062113
vwretd   -0.062143
SMB       0.029662
HML       0.000675
dtype: float64, 36572: const     0.013534
vwretd    0.640225
SMB      -0.000556
HML      -0.003788
dtype: float64, 36573: const    -0.236890
vwretd    0.734181
SMB       0.023076
HML      -0.020949
dtype: float64, 36580: const    -0.007079
vwretd    0.653093
SMB       0.009690
HML       0.005553
dtype: float64, 36581: const    -0.087845
vwretd   -7.660419
SMB      -0.185711
HML      -0.079507
dtype: float64, 36599: const    -0.003540
vwretd   -0.015133
SMB       0.000310
HML      -0.000804
dtype: float64, 36600: const     0.000053
vwretd    0.212148
SMB       0.006919
HML       0.001706
dtype: float64, 36601: const     0.000605
vwretd    1.103120
SMB       0.025711
HML       0.008469
dtype: float64, 36602: const     0.008080
vwretd    0.439137
SMB       0.002743
HML       0.002190
dtype: float64, 36628: const    -0.015851
vwretd    0.782647
SMB       0.020595
HML       0.006697
dtype: float64, 36629: const     0.006813
vwretd    0.393450
SMB       0.009552
HML       0.000223
dtype: float64, 36636: const     0.009927
vwretd    0.504539
SMB       0.009040
HML      -0.007155
dtype: float64, 36637: const     0.000088
vwretd    1.108946
SMB      -0.000433
HML       0.005267
dtype: float64, 36644: const     0.007991
vwretd    0.356643
SMB       0.022305
HML       0.010568
dtype: float64, 36645: const     0.025308
vwretd    0.248500
SMB      -0.001399
HML       0.001986
dtype: float64, 36653: const    -0.054081
vwretd    1.234121
SMB       0.018494
HML       0.001050
dtype: float64, 36661: const     0.011469
vwretd    0.386219
SMB       0.007951
HML       0.001882
dtype: float64, 36679: const     0.011163
vwretd    0.739385
SMB      -0.000441
HML       0.001534
dtype: float64, 36680: const    -0.014121
vwretd    1.141049
SMB       0.010862
HML       0.009595
dtype: float64, 36687: const    -0.002543
vwretd    0.825859
SMB       0.015636
HML       0.010182
dtype: float64, 36688: const    -0.001418
vwretd   -0.103119
SMB       0.010529
HML      -0.011425
dtype: float64, 36695: const    -0.007022
vwretd    0.869372
SMB       0.011619
HML       0.009545
dtype: float64, 36696: const    -0.039238
vwretd    1.971311
SMB      -0.003459
HML      -0.004859
dtype: float64, 36708: const    -0.007880
vwretd    1.375845
SMB       0.014881
HML       0.004619
dtype: float64, 36709: const     0.006451
vwretd    0.873689
SMB      -0.002261
HML       0.003359
dtype: float64, 36716: const    -0.036639
vwretd    0.908190
SMB       0.020185
HML       0.020075
dtype: float64, 36717: const    -0.002720
vwretd    1.063805
SMB       0.014008
HML      -0.024047
dtype: float64, 36732: const     0.000906
vwretd    0.592599
SMB       0.010608
HML       0.004456
dtype: float64, 36740: const    -0.007799
vwretd    1.274940
SMB       0.004449
HML       0.004259
dtype: float64, 36741: const    -0.023631
vwretd    0.188293
SMB       0.022167
HML      -0.028429
dtype: float64, 36759: const    -0.010830
vwretd    0.143377
SMB       0.035315
HML       0.025420
dtype: float64, 36760: const    -0.044244
vwretd    1.838801
SMB       0.017661
HML      -0.002903
dtype: float64, 36767: const     0.002983
vwretd    0.748173
SMB       0.017129
HML      -0.005457
dtype: float64, 36768: const    -0.000083
vwretd    0.896547
SMB       0.010022
HML       0.006472
dtype: float64, 36775: const     0.007068
vwretd    0.805842
SMB       0.012362
HML       0.004792
dtype: float64, 36776: const    -0.020757
vwretd    0.185112
SMB      -0.003986
HML      -0.015149
dtype: float64, 36783: const     0.002730
vwretd    0.839606
SMB       0.006441
HML       0.003842
dtype: float64, 36784: const     0.012868
vwretd    0.579627
SMB       0.008184
HML       0.001212
dtype: float64, 36791: const     0.015160
vwretd    0.665381
SMB       0.011677
HML      -0.001477
dtype: float64, 36792: const     0.006821
vwretd    1.872246
SMB       0.014818
HML       0.004889
dtype: float64, 36804: const     0.009334
vwretd   -0.015132
SMB       0.020566
HML      -0.002166
dtype: float64, 36805: const     0.010651
vwretd    0.390783
SMB       0.017945
HML      -0.016381
dtype: float64, 36812: const     0.010670
vwretd    0.112598
SMB       0.014841
HML       0.003067
dtype: float64, 36813: const     0.027094
vwretd   -0.204419
SMB       0.041346
HML      -0.011062
dtype: float64, 36820: const     0.048771
vwretd    2.277828
SMB       0.118898
HML      -0.009032
dtype: float64, 36821: const    -0.057996
vwretd    1.113852
SMB       0.000338
HML      -0.008552
dtype: float64, 36839: const     0.010292
vwretd    1.194070
SMB       0.027665
HML      -0.009150
dtype: float64, 36847: const     0.008614
vwretd    1.482668
SMB       0.013627
HML      -0.001327
dtype: float64, 36848: const    -0.003346
vwretd    1.135137
SMB       0.019357
HML       0.002554
dtype: float64, 36855: const     0.001095
vwretd    0.974193
SMB      -0.002622
HML      -0.001151
dtype: float64, 36856: const     0.006425
vwretd    0.121348
SMB       0.002515
HML      -0.003834
dtype: float64, 36863: const    -0.021761
vwretd    0.393080
SMB       0.024114
HML       0.009084
dtype: float64, 36864: const     0.071156
vwretd   -0.841494
SMB       0.014758
HML      -0.037432
dtype: float64, 36871: const     0.006803
vwretd    1.608837
SMB       0.018510
HML      -0.008266
dtype: float64, 36872: const    -0.002845
vwretd    0.342532
SMB       0.020989
HML      -0.020139
dtype: float64, 36898: const     0.002375
vwretd    0.889392
SMB       0.006360
HML       0.005984
dtype: float64, 36899: const    -0.004863
vwretd    0.695650
SMB       0.004429
HML       0.010297
dtype: float64, 36901: const     0.003144
vwretd    0.675876
SMB       0.006531
HML       0.007978
dtype: float64, 36919: const     0.001228
vwretd    1.078553
SMB       0.031689
HML       0.020543
dtype: float64, 36927: const    -0.001852
vwretd    0.812308
SMB       0.018426
HML       0.003332
dtype: float64, 36928: const    -0.004660
vwretd    0.851474
SMB       0.024473
HML       0.001327
dtype: float64, 36935: const    -0.011539
vwretd    0.183325
SMB       0.001534
HML       0.007762
dtype: float64, 36943: const     0.023136
vwretd   -0.402576
SMB       0.012906
HML       0.007768
dtype: float64, 36944: const    -0.052144
vwretd    1.156233
SMB       0.010221
HML       0.006463
dtype: float64, 36951: const    -0.012496
vwretd   -0.549733
SMB      -0.016080
HML       0.021629
dtype: float64, 36952: const    -0.005582
vwretd    0.195461
SMB       0.012930
HML       0.001487
dtype: float64, 36978: const    -0.000170
vwretd    1.276461
SMB       0.008703
HML       0.002418
dtype: float64, 36979: const    -0.000914
vwretd    0.520405
SMB       0.012506
HML       0.004128
dtype: float64, 36986: const     0.004139
vwretd    0.997916
SMB       0.004945
HML       0.003242
dtype: float64, 36987: const    -0.067037
vwretd    2.179328
SMB       0.046881
HML       0.043204
dtype: float64, 36994: const    -0.009885
vwretd    0.870856
SMB       0.013537
HML       0.004758
dtype: float64, 36995: const    -0.012010
vwretd    2.396525
SMB       0.017053
HML       0.023926
dtype: float64, 37006: const     0.009195
vwretd   -0.187516
SMB       0.017565
HML       0.018473
dtype: float64, 37007: const    -0.001044
vwretd    0.797179
SMB       0.003733
HML       0.004788
dtype: float64, 37014: const    -0.014119
vwretd    0.511445
SMB       0.029672
HML       0.012015
dtype: float64, 37015: const    -0.026101
vwretd    0.329634
SMB       0.003935
HML       0.012951
dtype: float64, 37022: const     0.009867
vwretd    0.698978
SMB       0.014800
HML       0.000358
dtype: float64, 37023: const     0.006202
vwretd    0.340087
SMB       0.002440
HML       0.003113
dtype: float64, 37031: const     0.013480
vwretd    0.465521
SMB       0.006997
HML       0.002279
dtype: float64, 37049: const     0.014945
vwretd    0.105622
SMB       0.024272
HML       0.004276
dtype: float64, 37050: const     0.012473
vwretd    1.722325
SMB       0.030741
HML      -0.013093
dtype: float64, 37057: const    -0.103800
vwretd    3.165472
SMB      -0.010380
HML       0.020956
dtype: float64, 37058: const    -0.005967
vwretd    1.345019
SMB       0.008995
HML       0.008207
dtype: float64, 37065: const     0.001350
vwretd    1.276460
SMB       0.009467
HML       0.005341
dtype: float64, 37066: const     0.045404
vwretd   -0.455521
SMB       0.004493
HML      -0.002071
dtype: float64, 37073: const    -0.003379
vwretd    1.531397
SMB       0.020162
HML       0.001187
dtype: float64, 37074: const     0.024154
vwretd    0.460123
SMB       0.005487
HML      -0.003786
dtype: float64, 37082: const    -0.017446
vwretd    0.353386
SMB       0.024943
HML       0.002858
dtype: float64, 37102: const     0.014472
vwretd    1.248049
SMB      -0.003970
HML      -0.007430
dtype: float64, 37103: const     0.008963
vwretd    1.056224
SMB       0.009689
HML      -0.002083
dtype: float64, 37110: const    -0.012751
vwretd    0.977161
SMB       0.017828
HML      -0.001588
dtype: float64, 37111: const     0.036967
vwretd   -0.853076
SMB       0.033829
HML      -0.043743
dtype: float64, 37129: const    -0.015199
vwretd    1.527407
SMB       0.010737
HML       0.006004
dtype: float64, 37130: const     0.014708
vwretd   -0.180546
SMB       0.035247
HML       0.004829
dtype: float64, 37137: const    -0.011819
vwretd    0.548118
SMB       0.035388
HML       0.037722
dtype: float64, 37138: const     0.021832
vwretd    1.396191
SMB      -0.000068
HML       0.048494
dtype: float64, 37146: const    -0.074951
vwretd   -0.277174
SMB      -0.023476
HML       0.019079
dtype: float64, 37154: const     0.002683
vwretd    0.962247
SMB       0.007855
HML      -0.000012
dtype: float64, 37161: const     0.002225
vwretd    0.646661
SMB      -0.002508
HML       0.004141
dtype: float64, 37162: const      0.189610
vwretd    37.975549
SMB       -0.493446
HML       -0.280437
dtype: float64, 37189: const     0.009751
vwretd    1.019059
SMB       0.006528
HML       0.001761
dtype: float64, 37196: const     0.006589
vwretd    1.290620
SMB       0.011860
HML       0.003970
dtype: float64, 37197: const     0.006664
vwretd    0.743566
SMB      -0.000502
HML      -0.003167
dtype: float64, 37209: const    -0.031959
vwretd    0.672238
SMB       0.027186
HML       0.004750
dtype: float64, 37217: const     0.002595
vwretd    1.055518
SMB       0.008542
HML       0.003240
dtype: float64, 37218: const     0.007810
vwretd    0.353362
SMB       0.004620
HML       0.000405
dtype: float64, 37225: const     0.003124
vwretd    0.668561
SMB       0.021601
HML       0.001807
dtype: float64, 37226: const    -0.002028
vwretd    0.951442
SMB       0.008002
HML       0.005116
dtype: float64, 37233: const     0.000029
vwretd    1.462330
SMB       0.013967
HML      -0.000293
dtype: float64, 37234: const    -0.010879
vwretd    1.088796
SMB       0.002656
HML       0.006780
dtype: float64, 37241: const     0.031389
vwretd    1.736486
SMB       0.004181
HML      -0.037874
dtype: float64, 37242: const    -0.001753
vwretd    1.077088
SMB      -0.002334
HML      -0.003529
dtype: float64, 37268: const     0.006824
vwretd    1.785863
SMB       0.017725
HML       0.001430
dtype: float64, 37269: const     0.008543
vwretd    0.971336
SMB       0.029608
HML       0.006193
dtype: float64, 37276: const    -0.002225
vwretd    0.701906
SMB       0.024999
HML       0.006365
dtype: float64, 37277: const     0.005633
vwretd    0.572909
SMB       0.005435
HML       0.001309
dtype: float64, 37284: const     0.003405
vwretd    1.188430
SMB       0.004470
HML       0.003791
dtype: float64, 37285: const     -0.335613
vwretd   -11.246732
SMB        0.219021
HML        0.168804
dtype: float64, 37293: const     0.021206
vwretd   -0.198296
SMB       0.012598
HML      -0.003083
dtype: float64, 37305: const    -0.003615
vwretd    1.090449
SMB       0.022046
HML       0.006504
dtype: float64, 37306: const     0.029249
vwretd   -0.110879
SMB       0.009585
HML       0.000693
dtype: float64, 37313: const    -0.002735
vwretd    0.550335
SMB       0.017067
HML      -0.008619
dtype: float64, 37321: const     0.053772
vwretd    0.249756
SMB      -0.001810
HML      -0.022623
dtype: float64, 37322: const    -0.001541
vwretd    1.211231
SMB       0.006722
HML       0.009439
dtype: float64, 37348: const    -0.001565
vwretd    0.686822
SMB       0.013687
HML       0.003538
dtype: float64, 37349: const    -0.006300
vwretd    0.395057
SMB       0.004982
HML      -0.007564
dtype: float64, 37356: const     0.002721
vwretd    0.822214
SMB       0.008216
HML       0.000536
dtype: float64, 37357: const    -0.009926
vwretd    0.893577
SMB       0.018098
HML       0.000984
dtype: float64, 37364: const     0.006653
vwretd    1.238296
SMB       0.019627
HML      -0.005221
dtype: float64, 37365: const    -0.016367
vwretd    1.507878
SMB       0.014795
HML       0.007242
dtype: float64, 37372: const     0.010911
vwretd   -0.935100
SMB       0.007472
HML       0.015449
dtype: float64, 37373: const     0.003408
vwretd    0.015466
SMB       0.007176
HML      -0.004633
dtype: float64, 37380: const     0.022554
vwretd   -0.036824
SMB       0.001123
HML      -0.002259
dtype: float64, 37381: const     0.009278
vwretd    0.104297
SMB       0.010689
HML      -0.003306
dtype: float64, 37399: const     0.003069
vwretd    0.598414
SMB       0.008565
HML       0.001859
dtype: float64, 37400: const    -0.097217
vwretd    1.496845
SMB       0.007960
HML       0.006818
dtype: float64, 37401: const    -0.015770
vwretd    0.232357
SMB      -0.015484
HML       0.028039
dtype: float64, 37402: const    -0.004458
vwretd    1.107232
SMB       0.005147
HML       0.005734
dtype: float64, 37428: const    -0.040007
vwretd   -1.247680
SMB       0.032233
HML       0.024090
dtype: float64, 37429: const     0.024718
vwretd    2.614357
SMB       0.001463
HML      -0.000834
dtype: float64, 37436: const     0.068232
vwretd    2.523732
SMB       0.090217
HML      -0.026602
dtype: float64, 37437: const    -0.040296
vwretd    1.230705
SMB       0.013509
HML       0.013686
dtype: float64, 37444: const     0.016071
vwretd    0.229425
SMB       0.034839
HML      -0.002959
dtype: float64, 37445: const    -0.001512
vwretd    0.483299
SMB       0.004017
HML      -0.000657
dtype: float64, 37452: const    -0.017510
vwretd    0.824600
SMB       0.019713
HML       0.011181
dtype: float64, 37453: const    -0.018279
vwretd    1.135123
SMB       0.022571
HML       0.010869
dtype: float64, 37460: const    -0.009747
vwretd    1.299790
SMB       0.013711
HML       0.011923
dtype: float64, 37461: const     0.009471
vwretd    0.419724
SMB       0.001932
HML       0.000038
dtype: float64, 37479: const    -0.004619
vwretd    0.448864
SMB       0.025091
HML       0.004048
dtype: float64, 37480: const     0.139313
vwretd    0.002463
SMB       0.016406
HML      -0.068005
dtype: float64, 37487: const     0.003011
vwretd    1.010272
SMB       0.020860
HML       0.006673
dtype: float64, 37495: const     0.000322
vwretd    1.530770
SMB      -0.003643
HML      -0.005294
dtype: float64, 37496: const     0.023896
vwretd    0.542633
SMB      -0.002461
HML       0.002169
dtype: float64, 37508: const    -0.000033
vwretd    1.024111
SMB       0.010181
HML       0.006374
dtype: float64, 37509: const     0.062169
vwretd   -0.151884
SMB       0.012011
HML      -0.021547
dtype: float64, 37516: const     0.020240
vwretd    0.356229
SMB       0.006630
HML      -0.002098
dtype: float64, 37517: const    -0.037296
vwretd    2.861335
SMB       0.007955
HML       0.052873
dtype: float64, 37524: const    -0.001163
vwretd    1.230126
SMB       0.016984
HML       0.001076
dtype: float64, 37525: const     0.214877
vwretd   -0.003120
SMB      -0.002043
HML      -0.097808
dtype: float64, 37532: const    -0.005155
vwretd    0.868920
SMB       0.019270
HML       0.007419
dtype: float64, 37533: const     0.037120
vwretd    0.248860
SMB       0.009237
HML      -0.000211
dtype: float64, 37540: const     0.001790
vwretd    0.421515
SMB       0.003512
HML       0.004651
dtype: float64, 37541: const     0.024692
vwretd    0.199052
SMB       0.012587
HML      -0.000523
dtype: float64, 37559: const    -0.007924
vwretd    1.004321
SMB       0.012701
HML       0.006358
dtype: float64, 37560: const     0.010551
vwretd    0.725332
SMB       0.003404
HML       0.002246
dtype: float64, 37567: const     0.000796
vwretd    0.383883
SMB       0.004852
HML       0.003628
dtype: float64, 37568: const     0.004792
vwretd    0.740148
SMB       0.007205
HML       0.003857
dtype: float64, 37575: const     0.006340
vwretd    0.723817
SMB       0.014384
HML       0.001036
dtype: float64, 37576: const    -0.095266
vwretd    0.731514
SMB       0.013002
HML       0.031478
dtype: float64, 37583: const    -0.005825
vwretd    0.888785
SMB       0.013113
HML       0.002560
dtype: float64, 37584: const     0.003959
vwretd    1.509125
SMB      -0.001273
HML       0.005555
dtype: float64, 37591: const     0.010477
vwretd    1.972244
SMB       0.015905
HML      -0.003031
dtype: float64, 37592: const    -0.029844
vwretd    1.270228
SMB      -0.013378
HML       0.004280
dtype: float64, 37604: const     0.001930
vwretd   -0.068816
SMB       0.001533
HML       0.002360
dtype: float64, 37605: const     0.004859
vwretd    0.446037
SMB       0.004101
HML       0.007016
dtype: float64, 37612: const    -0.000933
vwretd    0.718888
SMB       0.012260
HML       0.002105
dtype: float64, 37613: const      0.206393
vwretd    11.061889
SMB       -0.161736
HML       -0.073366
dtype: float64, 37620: const     0.033663
vwretd   -1.143117
SMB      -0.001548
HML      -0.002287
dtype: float64, 37621: const    -0.027762
vwretd    0.810237
SMB       0.014012
HML       0.011259
dtype: float64, 37639: const    -0.002382
vwretd    0.166569
SMB       0.009276
HML       0.009796
dtype: float64, 37640: const    -0.000826
vwretd    0.732193
SMB       0.008404
HML       0.006124
dtype: float64, 37647: const     0.011870
vwretd   -0.107540
SMB       0.013393
HML      -0.000151
dtype: float64, 37648: const     0.015369
vwretd    0.590885
SMB       0.005274
HML      -0.002103
dtype: float64, 37655: const     0.003414
vwretd    0.262855
SMB       0.000248
HML      -0.000241
dtype: float64, 37656: const    -0.007357
vwretd    0.411260
SMB       0.011567
HML       0.013404
dtype: float64, 37663: const     0.002379
vwretd    1.448468
SMB       0.013799
HML      -0.000207
dtype: float64, 37664: const    -0.049065
vwretd    2.547573
SMB       0.010293
HML       0.014289
dtype: float64, 37671: const     0.005130
vwretd    1.229163
SMB       0.016040
HML      -0.001639
dtype: float64, 37672: const     0.017887
vwretd    2.932197
SMB      -0.018832
HML      -0.025870
dtype: float64, 37698: const     0.005694
vwretd    0.661687
SMB       0.008450
HML       0.003007
dtype: float64, 37699: const    -0.006954
vwretd    1.358310
SMB       0.010443
HML       0.011222
dtype: float64, 37700: const    -0.024694
vwretd    1.002521
SMB       0.006727
HML       0.018407
dtype: float64, 37701: const    -0.018631
vwretd    0.340152
SMB       0.007796
HML      -0.000653
dtype: float64, 37719: const    -0.006528
vwretd    1.205765
SMB       0.014395
HML       0.005523
dtype: float64, 37720: const     0.022439
vwretd    3.380628
SMB      -0.010545
HML      -0.017348
dtype: float64, 37727: const     0.004019
vwretd    0.770314
SMB       0.005807
HML       0.008787
dtype: float64, 37728: const    -0.130679
vwretd   -1.806685
SMB       0.046791
HML       0.014567
dtype: float64, 37735: const     0.004691
vwretd    0.300533
SMB       0.012999
HML       0.004800
dtype: float64, 37736: const    -0.027626
vwretd   -0.441967
SMB       0.090638
HML      -0.035845
dtype: float64, 37743: const     0.021673
vwretd   -0.511335
SMB       0.006929
HML       0.002033
dtype: float64, 37744: const    -0.001067
vwretd    0.540673
SMB       0.018554
HML      -0.008123
dtype: float64, 37751: const     0.000341
vwretd    0.428753
SMB       0.007811
HML       0.001926
dtype: float64, 37778: const     0.016779
vwretd    0.468008
SMB       0.014563
HML      -0.004439
dtype: float64, 37779: const     0.009060
vwretd    0.147205
SMB       0.004050
HML       0.003758
dtype: float64, 37786: const    -0.005469
vwretd    0.946024
SMB       0.017746
HML       0.001334
dtype: float64, 37787: const     0.004631
vwretd   -0.380533
SMB       0.013480
HML      -0.036307
dtype: float64, 37794: const     0.017999
vwretd    1.474966
SMB       0.027028
HML      -0.006716
dtype: float64, 37795: const    -0.033744
vwretd    0.967242
SMB       0.013450
HML       0.009397
dtype: float64, 37807: const     0.005628
vwretd    0.897607
SMB       0.005614
HML       0.004227
dtype: float64, 37808: const    -0.016323
vwretd    0.706860
SMB       0.003073
HML       0.004277
dtype: float64, 37815: const     0.004484
vwretd    1.385340
SMB       0.009871
HML       0.008123
dtype: float64, 37816: const     0.023565
vwretd    0.555565
SMB       0.009053
HML      -0.001420
dtype: float64, 37823: const    -0.008719
vwretd    1.014869
SMB       0.028506
HML       0.007551
dtype: float64, 37824: const     0.002755
vwretd    0.429135
SMB       0.004614
HML       0.001969
dtype: float64, 37832: const    -0.002360
vwretd    0.860943
SMB       0.010167
HML       0.006334
dtype: float64, 37858: const    -0.003436
vwretd    0.183481
SMB       0.013857
HML       0.004918
dtype: float64, 37859: const    -0.014977
vwretd    1.532101
SMB       0.023493
HML       0.005205
dtype: float64, 37866: const     0.001104
vwretd    0.344170
SMB       0.009442
HML      -0.001900
dtype: float64, 37867: const     0.006909
vwretd    0.519666
SMB       0.004331
HML       0.000092
dtype: float64, 37874: const    -0.003921
vwretd    0.997137
SMB       0.015814
HML       0.004097
dtype: float64, 37875: const     0.002191
vwretd    1.065744
SMB       0.007505
HML       0.005006
dtype: float64, 37883: const      -1.503085
vwretd   -155.103542
SMB         2.322748
HML         1.421725
dtype: float64, 37890: const    -0.012535
vwretd    0.149618
SMB       0.023060
HML       0.020273
dtype: float64, 37891: const    -0.024285
vwretd    2.023189
SMB       0.016314
HML       0.003135
dtype: float64, 37903: const      0.889195
vwretd   -13.078720
SMB       -0.047242
HML       -0.282058
dtype: float64, 37904: const     0.067117
vwretd    1.289885
SMB       0.008230
HML       0.020820
dtype: float64, 37911: const     0.004144
vwretd    0.237791
SMB       0.014404
HML      -0.000442
dtype: float64, 37912: const    -0.000689
vwretd    0.464741
SMB       0.011277
HML       0.007095
dtype: float64, 37938: const    -0.007675
vwretd   -0.261282
SMB       0.037722
HML       0.013666
dtype: float64, 37939: const     0.008498
vwretd    0.764057
SMB       0.003665
HML       0.002784
dtype: float64, 37946: const    -0.039001
vwretd    0.363348
SMB       0.031584
HML       0.002907
dtype: float64, 37947: const    -0.004926
vwretd    0.290927
SMB       0.003164
HML       0.003309
dtype: float64, 37954: const    -0.003853
vwretd    0.901965
SMB       0.014627
HML       0.007683
dtype: float64, 37955: const     0.007173
vwretd    0.791351
SMB       0.003292
HML       0.005963
dtype: float64, 37962: const    -0.012010
vwretd    0.370404
SMB       0.028155
HML       0.009091
dtype: float64, 37963: const      1.176521
vwretd    92.792908
SMB       -1.466904
HML       -0.961230
dtype: float64, 37970: const    -0.003236
vwretd    0.689711
SMB       0.011158
HML       0.004601
dtype: float64, 37971: const     0.019936
vwretd    0.448746
SMB       0.003364
HML      -0.001908
dtype: float64, 37989: const    -0.017781
vwretd    0.750162
SMB       0.031159
HML       0.017517
dtype: float64, 37990: const     0.001112
vwretd    0.444291
SMB       0.005264
HML      -0.003069
dtype: float64, 37997: const     0.028765
vwretd    0.267880
SMB       0.006932
HML      -0.009909
dtype: float64, 38009: const     0.002817
vwretd    0.536713
SMB       0.014992
HML       0.003046
dtype: float64, 38010: const     0.074358
vwretd   -1.543054
SMB       0.022542
HML      -0.028884
dtype: float64, 38017: const     0.006069
vwretd   -0.062160
SMB       0.008682
HML       0.010157
dtype: float64, 38018: const      0.190991
vwretd    13.358306
SMB       -0.185076
HML       -0.107407
dtype: float64, 38026: const    -0.057115
vwretd    0.256893
SMB       0.029102
HML       0.022047
dtype: float64, 38033: const     0.003867
vwretd    0.522705
SMB       0.004850
HML       0.004480
dtype: float64, 38034: const     0.095374
vwretd   -2.959389
SMB      -0.040438
HML      -0.107441
dtype: float64, 38041: const     0.004778
vwretd    1.114847
SMB       0.008812
HML      -0.002896
dtype: float64, 38042: const    -0.005221
vwretd    0.597513
SMB       0.001903
HML      -0.002780
dtype: float64, 38068: const    -0.004997
vwretd    0.523889
SMB       0.010707
HML       0.008699
dtype: float64, 38076: const    -0.013356
vwretd    0.506161
SMB       0.034041
HML       0.011699
dtype: float64, 38084: const    -0.003144
vwretd    1.089418
SMB       0.009720
HML      -0.000279
dtype: float64, 38085: const     0.035710
vwretd    0.640983
SMB       0.024037
HML      -0.008791
dtype: float64, 38092: const     0.002259
vwretd    3.249978
SMB       0.010202
HML      -0.009476
dtype: float64, 38093: const     0.006664
vwretd    0.653991
SMB      -0.000453
HML       0.003766
dtype: float64, 38105: const    -0.006032
vwretd    0.779029
SMB       0.018636
HML       0.001920
dtype: float64, 38106: const     0.010303
vwretd    0.447211
SMB       0.003026
HML      -0.002055
dtype: float64, 38113: const    -0.002058
vwretd    0.926179
SMB       0.015347
HML       0.008237
dtype: float64, 38114: const    -0.060447
vwretd    3.750394
SMB       0.007124
HML       0.014386
dtype: float64, 38121: const     0.007426
vwretd    0.966137
SMB       0.013552
HML       0.002240
dtype: float64, 38122: const    -0.031468
vwretd    0.631970
SMB       0.060223
HML      -0.008858
dtype: float64, 38148: const    -0.038527
vwretd    0.946222
SMB       0.014294
HML      -0.010414
dtype: float64, 38149: const     0.008156
vwretd    1.098639
SMB       0.016540
HML       0.011763
dtype: float64, 38156: const     0.003905
vwretd    1.305637
SMB       0.001829
HML       0.003071
dtype: float64, 38157: const     0.003989
vwretd    0.655937
SMB       0.004801
HML      -0.005930
dtype: float64, 38164: const     0.006204
vwretd    1.003879
SMB       0.025575
HML       0.010944
dtype: float64, 38172: const    -0.002174
vwretd    0.824841
SMB       0.005986
HML       0.003815
dtype: float64, 38173: const    -0.022450
vwretd    1.162414
SMB       0.018004
HML      -0.006452
dtype: float64, 38180: const    -0.005096
vwretd    0.734309
SMB       0.012127
HML       0.005734
dtype: float64, 38181: const    -1.304032
vwretd    1.600162
SMB       1.429955
HML       2.298932
dtype: float64, 38199: const     0.000682
vwretd    1.213172
SMB       0.015391
HML       0.002183
dtype: float64, 38200: const     0.002201
vwretd    0.166587
SMB       0.000777
HML       0.002103
dtype: float64, 38201: const     0.004120
vwretd    0.395770
SMB       0.007785
HML      -0.004907
dtype: float64, 38236: const    -0.004948
vwretd    0.317994
SMB       0.007003
HML       0.002298
dtype: float64, 38244: const     0.017575
vwretd    0.609912
SMB       0.010448
HML      -0.001535
dtype: float64, 38245: const     0.016639
vwretd    0.196370
SMB       0.002096
HML       0.003441
dtype: float64, 38252: const    -0.076236
vwretd    1.297895
SMB      -0.041227
HML       0.046897
dtype: float64, 38253: const    -0.075022
vwretd    4.753680
SMB      -0.001288
HML       0.049323
dtype: float64, 38260: const     0.002805
vwretd    1.694501
SMB       0.013957
HML       0.009247
dtype: float64, 38261: const     0.010027
vwretd    0.029053
SMB       0.012373
HML      -0.003570
dtype: float64, 38279: const     0.011820
vwretd    0.393190
SMB       0.005779
HML      -0.008001
dtype: float64, 38280: const     0.009537
vwretd    0.854592
SMB       0.002243
HML      -0.006468
dtype: float64, 38287: const     0.001182
vwretd    1.128513
SMB       0.005820
HML       0.001380
dtype: float64, 38288: const    -0.100299
vwretd    1.689071
SMB       0.004551
HML       0.045740
dtype: float64, 38295: const     0.002355
vwretd    0.960536
SMB       0.007686
HML       0.000839
dtype: float64, 38308: const     0.075457
vwretd    1.268697
SMB      -0.012121
HML      -0.020536
dtype: float64, 38317: const    -0.009609
vwretd    1.747997
SMB       0.012762
HML      -0.001969
dtype: float64, 38324: const     0.006165
vwretd    1.058751
SMB       0.001550
HML      -0.000109
dtype: float64, 38325: const     0.013682
vwretd    0.604744
SMB       0.006631
HML      -0.001657
dtype: float64, 38332: const     0.023274
vwretd    1.682198
SMB       0.010872
HML      -0.022135
dtype: float64, 38333: const    -0.000311
vwretd    0.902447
SMB       0.006113
HML       0.004881
dtype: float64, 38340: const     0.002175
vwretd    0.604522
SMB       0.013870
HML       0.004000
dtype: float64, 38359: const     0.016303
vwretd    1.703263
SMB       0.019344
HML      -0.012335
dtype: float64, 38360: const    -0.094256
vwretd    1.131119
SMB       0.021777
HML       0.034920
dtype: float64, 38367: const     0.002480
vwretd    2.437383
SMB       0.001787
HML       0.000172
dtype: float64, 38368: const     0.038817
vwretd    0.866020
SMB      -0.009152
HML       0.006227
dtype: float64, 38375: const    -0.001385
vwretd    1.018295
SMB       0.005769
HML       0.004039
dtype: float64, 38376: const    -0.127060
vwretd    2.653256
SMB      -0.025430
HML      -0.042770
dtype: float64, 38383: const     0.010482
vwretd    0.438542
SMB       0.003692
HML       0.001048
dtype: float64, 38384: const    -0.022824
vwretd    0.551228
SMB       0.023437
HML       0.004599
dtype: float64, 38392: const    -0.008887
vwretd    1.531638
SMB       0.002518
HML      -0.001148
dtype: float64, 38404: const     0.007022
vwretd    0.394128
SMB       0.016337
HML      -0.003892
dtype: float64, 38412: const     0.014310
vwretd    1.715022
SMB       0.034031
HML       0.029215
dtype: float64, 38413: const     0.010221
vwretd   -0.487364
SMB       0.012901
HML      -0.017149
dtype: float64, 38420: const    -0.006634
vwretd    1.337358
SMB       0.007919
HML       0.011019
dtype: float64, 38421: const     0.015925
vwretd    0.763699
SMB       0.024296
HML      -0.007457
dtype: float64, 38439: const    -0.011475
vwretd    0.854075
SMB       0.025137
HML       0.019180
dtype: float64, 38440: const    -0.004507
vwretd    0.801144
SMB       0.009704
HML       0.010297
dtype: float64, 38447: const    -0.012799
vwretd    1.276778
SMB       0.011031
HML       0.002722
dtype: float64, 38455: const     0.004493
vwretd    1.288000
SMB       0.009385
HML      -0.001549
dtype: float64, 38456: const    -0.003913
vwretd    0.166869
SMB       0.015867
HML      -0.011610
dtype: float64, 38463: const     0.006400
vwretd    1.424946
SMB       0.006070
HML       0.019341
dtype: float64, 38471: const    -0.002197
vwretd    1.111170
SMB       0.012243
HML       0.009906
dtype: float64, 38472: const     0.006189
vwretd    0.631131
SMB       0.009909
HML       0.002047
dtype: float64, 38498: const     0.006376
vwretd    0.126479
SMB       0.022564
HML      -0.003847
dtype: float64, 38500: const     0.002240
vwretd    0.901443
SMB       0.011773
HML       0.001765
dtype: float64, 38501: const    -0.002666
vwretd    1.353308
SMB       0.006986
HML       0.008339
dtype: float64, 38519: const    -0.013446
vwretd    1.600347
SMB       0.017383
HML       0.003969
dtype: float64, 38520: const    -0.009032
vwretd    0.848136
SMB       0.015985
HML       0.000036
dtype: float64, 38527: const     0.010087
vwretd    0.676519
SMB       0.009515
HML       0.004078
dtype: float64, 38528: const     0.000158
vwretd   -0.825221
SMB       0.004472
HML      -0.016112
dtype: float64, 38535: const    -0.015308
vwretd    1.504878
SMB       0.015996
HML       0.012583
dtype: float64, 38536: const     0.023280
vwretd   -0.004986
SMB       0.005758
HML      -0.001984
dtype: float64, 38543: const    -0.009218
vwretd    1.479633
SMB       0.020406
HML       0.001278
dtype: float64, 38551: const     0.008487
vwretd    0.986541
SMB       0.012753
HML      -0.001758
dtype: float64, 38552: const     0.018112
vwretd    1.308973
SMB       0.019551
HML       0.004684
dtype: float64, 38578: const     0.001283
vwretd    1.132456
SMB       0.000489
HML       0.002403
dtype: float64, 38579: const     0.001841
vwretd    0.744971
SMB       0.009992
HML       0.002447
dtype: float64, 38586: const    -0.006868
vwretd    1.074381
SMB       0.008727
HML       0.008362
dtype: float64, 38587: const    -0.040589
vwretd    1.075238
SMB       0.023178
HML       0.005873
dtype: float64, 38594: const    -0.000207
vwretd    0.592434
SMB       0.007658
HML       0.000991
dtype: float64, 38607: const     0.013566
vwretd    0.976126
SMB       0.001331
HML       0.005465
dtype: float64, 38608: const     0.002397
vwretd    0.536310
SMB       0.003502
HML       0.003815
dtype: float64, 38615: const    -0.014483
vwretd   -0.109475
SMB       0.032900
HML       0.021902
dtype: float64, 38616: const     0.017823
vwretd    0.668242
SMB       0.030562
HML      -0.019130
dtype: float64, 38623: const    -0.000965
vwretd    1.742085
SMB       0.002415
HML       0.018350
dtype: float64, 38624: const     0.007262
vwretd    0.623916
SMB       0.007695
HML      -0.011590
dtype: float64, 38631: const    -0.009980
vwretd    0.366956
SMB       0.020725
HML       0.003168
dtype: float64, 38632: const    -0.000483
vwretd    2.275716
SMB       0.014045
HML      -0.003851
dtype: float64, 38658: const     0.000804
vwretd    0.803134
SMB      -0.002720
HML       0.004356
dtype: float64, 38659: const     0.009737
vwretd    1.156049
SMB       0.007250
HML       0.002901
dtype: float64, 38666: const     0.003172
vwretd    0.778768
SMB       0.002883
HML       0.005614
dtype: float64, 38667: const    -0.059012
vwretd    0.264738
SMB       0.017662
HML      -0.020321
dtype: float64, 38674: const     0.002395
vwretd    1.235352
SMB       0.011117
HML       0.004753
dtype: float64, 38675: const     0.013570
vwretd    0.440072
SMB       0.009548
HML       0.004797
dtype: float64, 38682: const    -0.005255
vwretd    1.345840
SMB       0.001335
HML       0.009485
dtype: float64, 38683: const     0.014997
vwretd    0.425479
SMB       0.014690
HML      -0.010153
dtype: float64, 38690: const     0.002454
vwretd    0.674169
SMB       0.013287
HML      -0.012835
dtype: float64, 38691: const    -0.031342
vwretd    0.495390
SMB       0.021536
HML       0.002521
dtype: float64, 38703: const    -0.000181
vwretd    1.184364
SMB      -0.003844
HML       0.008185
dtype: float64, 38704: const     0.034899
vwretd   -0.726366
SMB       0.012257
HML      -0.014357
dtype: float64, 38711: const    -0.008402
vwretd    1.064811
SMB       0.007145
HML       0.002682
dtype: float64, 38712: const    -0.004914
vwretd    0.756575
SMB       0.015548
HML       0.008216
dtype: float64, 38738: const    -0.020128
vwretd    0.377494
SMB       0.023833
HML       0.009127
dtype: float64, 38739: const    -0.029553
vwretd   -0.319740
SMB       0.028156
HML      -0.014211
dtype: float64, 38746: const     0.002138
vwretd    0.962101
SMB       0.015385
HML       0.006268
dtype: float64, 38747: const    -0.013546
vwretd   -0.728279
SMB       0.010110
HML      -0.041843
dtype: float64, 38754: const    -0.017475
vwretd    1.682907
SMB       0.017061
HML       0.006394
dtype: float64, 38755: const     0.009982
vwretd    0.478927
SMB       0.010556
HML       0.006372
dtype: float64, 38762: const     0.002430
vwretd    0.666771
SMB      -0.004986
HML       0.004623
dtype: float64, 38763: const    -0.035119
vwretd    1.746629
SMB       0.016736
HML       0.018831
dtype: float64, 38770: const     0.012459
vwretd    1.703825
SMB       0.016368
HML       0.000794
dtype: float64, 38789: const     0.007478
vwretd    1.169661
SMB       0.024728
HML       0.003564
dtype: float64, 38790: const    -0.023103
vwretd    1.399111
SMB      -0.000869
HML       0.006816
dtype: float64, 38797: const    -0.002524
vwretd    0.710208
SMB       0.021063
HML      -0.003970
dtype: float64, 38798: const    -0.017475
vwretd    1.198002
SMB       0.015844
HML       0.007955
dtype: float64, 38818: const    -0.004315
vwretd    1.168407
SMB      -0.001509
HML       0.011472
dtype: float64, 38819: const     0.013949
vwretd    0.711499
SMB       0.017294
HML      -0.016374
dtype: float64, 38826: const     0.002177
vwretd    1.105928
SMB       0.011310
HML       0.002484
dtype: float64, 38827: const    -0.009464
vwretd    0.837601
SMB       0.012725
HML       0.011054
dtype: float64, 38834: const     0.008926
vwretd    1.056515
SMB       0.011319
HML      -0.016113
dtype: float64, 38835: const     0.057301
vwretd   -0.057213
SMB       0.052010
HML       0.027267
dtype: float64, 38842: const     0.007544
vwretd    1.080482
SMB       0.018550
HML       0.000418
dtype: float64, 38850: const     0.002333
vwretd    1.168167
SMB       0.005856
HML       0.002270
dtype: float64, 38851: const     0.002908
vwretd    1.235683
SMB       0.012857
HML       0.018391
dtype: float64, 38869: const    -0.001763
vwretd    0.764139
SMB       0.014304
HML       0.003010
dtype: float64, 38877: const    -0.001174
vwretd    1.052786
SMB       0.009965
HML       0.008625
dtype: float64, 38878: const    -0.028395
vwretd    1.419688
SMB       0.009683
HML       0.006535
dtype: float64, 38885: const     0.000211
vwretd    1.034426
SMB       0.007445
HML       0.004615
dtype: float64, 38886: const    -0.015172
vwretd    0.580113
SMB      -0.015594
HML      -0.004640
dtype: float64, 38893: const     0.000127
vwretd    1.294654
SMB       0.002994
HML       0.005604
dtype: float64, 38894: const    -0.053643
vwretd    1.744985
SMB       0.035041
HML       0.017358
dtype: float64, 38906: const     0.000201
vwretd    0.878459
SMB       0.003085
HML       0.006309
dtype: float64, 38907: const     0.015737
vwretd    0.778367
SMB       0.009079
HML       0.000385
dtype: float64, 38914: const    -0.005128
vwretd    1.293627
SMB       0.005683
HML       0.000535
dtype: float64, 38915: const    -0.024460
vwretd    1.549960
SMB       0.015612
HML       0.010426
dtype: float64, 38922: const    -0.003838
vwretd    1.208483
SMB       0.022599
HML       0.007241
dtype: float64, 38923: const     0.010725
vwretd    0.129751
SMB       0.000314
HML      -0.003389
dtype: float64, 38930: const     0.002335
vwretd    1.199507
SMB       0.004372
HML       0.002796
dtype: float64, 38931: const     0.285324
vwretd   -2.142469
SMB      -0.093655
HML       0.010161
dtype: float64, 38949: const    -0.000354
vwretd    0.773126
SMB       0.014236
HML       0.009755
dtype: float64, 38957: const    -0.002164
vwretd    0.878595
SMB       0.018127
HML      -0.003106
dtype: float64, 38958: const    -0.045335
vwretd   -1.854317
SMB      -0.055979
HML      -0.034527
dtype: float64, 38965: const     0.025202
vwretd   -0.615347
SMB      -0.003727
HML       0.005663
dtype: float64, 38966: const     0.028028
vwretd    2.344418
SMB      -0.001604
HML       0.002218
dtype: float64, 38973: const    -0.000047
vwretd    1.107044
SMB       0.003466
HML       0.005279
dtype: float64, 38974: const     0.012325
vwretd    0.356128
SMB       0.006307
HML       0.000723
dtype: float64, 38981: const     0.003637
vwretd    1.291267
SMB       0.002775
HML       0.006651
dtype: float64, 38982: const    -0.006414
vwretd    0.888821
SMB       0.009263
HML       0.002125
dtype: float64, 39001: const     0.378581
vwretd   -3.175682
SMB       0.280826
HML       0.024012
dtype: float64, 39002: const     0.008484
vwretd    0.868972
SMB       0.007475
HML       0.004068
dtype: float64, 39028: const     0.014823
vwretd    1.005748
SMB       0.004751
HML       0.004741
dtype: float64, 39029: const     0.002626
vwretd    0.440295
SMB       0.017910
HML      -0.009135
dtype: float64, 39036: const     0.001712
vwretd    1.074654
SMB       0.006239
HML      -0.002825
dtype: float64, 39044: const    -0.010141
vwretd    0.859728
SMB       0.020127
HML       0.002642
dtype: float64, 39045: const    -0.004927
vwretd    1.166497
SMB       0.004539
HML       0.003387
dtype: float64, 39052: const     0.017613
vwretd    1.235208
SMB       0.014090
HML      -0.009859
dtype: float64, 39053: const     0.015534
vwretd    0.966651
SMB       0.011875
HML       0.010511
dtype: float64, 39060: const    -0.011554
vwretd   -0.369392
SMB       0.018487
HML       0.011524
dtype: float64, 39061: const     0.001457
vwretd    1.963746
SMB       0.011895
HML       0.004499
dtype: float64, 39079: const     0.011713
vwretd    0.446038
SMB       0.019635
HML      -0.002679
dtype: float64, 39087: const     0.001172
vwretd    0.990068
SMB      -0.002893
HML       0.000234
dtype: float64, 39088: const     0.000889
vwretd    1.079494
SMB       0.000964
HML       0.006754
dtype: float64, 39095: const    -0.023770
vwretd    0.704753
SMB       0.026771
HML       0.006413
dtype: float64, 39096: const    -0.069572
vwretd   -0.861669
SMB       0.017464
HML      -0.005265
dtype: float64, 39108: const    -0.011770
vwretd    1.383332
SMB       0.018845
HML      -0.001218
dtype: float64, 39116: const    -0.005812
vwretd    0.799540
SMB       0.020509
HML       0.003501
dtype: float64, 39124: const     0.014237
vwretd    1.691477
SMB      -0.001659
HML      -0.011650
dtype: float64, 39132: const     0.010327
vwretd    1.320876
SMB       0.006806
HML      -0.000934
dtype: float64, 39140: const     0.002621
vwretd    1.030793
SMB       0.011534
HML       0.002977
dtype: float64, 39141: const     0.005195
vwretd    1.484859
SMB      -0.014083
HML      -0.002005
dtype: float64, 39159: const     0.005697
vwretd    1.042440
SMB       0.007235
HML       0.002854
dtype: float64, 39167: const     0.008508
vwretd    0.858969
SMB       0.001611
HML       0.001565
dtype: float64, 39168: const     0.013541
vwretd    0.721716
SMB       0.008795
HML      -0.011810
dtype: float64, 39175: const     0.004860
vwretd    1.298566
SMB       0.001952
HML       0.000191
dtype: float64, 39176: const     0.004486
vwretd   -0.003817
SMB       0.018501
HML       0.001262
dtype: float64, 39183: const    -0.005628
vwretd    0.853642
SMB       0.024704
HML       0.000852
dtype: float64, 39191: const     0.012983
vwretd    0.009455
SMB      -0.009415
HML       0.009592
dtype: float64, 39192: const     0.010530
vwretd    1.378094
SMB       0.008771
HML      -0.000684
dtype: float64, 39204: const    -0.002525
vwretd    1.490537
SMB       0.023586
HML       0.014928
dtype: float64, 39205: const    -0.007344
vwretd    0.724343
SMB       0.014263
HML       0.007991
dtype: float64, 39212: const     0.009003
vwretd    0.777310
SMB       0.026495
HML       0.009253
dtype: float64, 39213: const     0.012577
vwretd    0.657107
SMB       0.004724
HML       0.001428
dtype: float64, 39220: const     0.000027
vwretd    1.168470
SMB       0.007719
HML       0.007151
dtype: float64, 39221: const    -0.057038
vwretd    1.400076
SMB       0.031097
HML       0.027172
dtype: float64, 39239: const    -0.002908
vwretd    0.807058
SMB       0.007601
HML       0.008065
dtype: float64, 39240: const     0.010114
vwretd    0.483435
SMB       0.004421
HML      -0.000894
dtype: float64, 39247: const     0.004386
vwretd    0.625137
SMB       0.016297
HML       0.006018
dtype: float64, 39248: const     0.001279
vwretd   -0.182310
SMB       0.025131
HML      -0.020604
dtype: float64, 39255: const     0.000936
vwretd    0.418650
SMB       0.004352
HML       0.012847
dtype: float64, 39256: const     0.018383
vwretd    0.643957
SMB       0.022246
HML       0.010575
dtype: float64, 39263: const     0.004384
vwretd    0.967329
SMB       0.002139
HML       0.000602
dtype: float64, 39271: const     0.001582
vwretd    0.814620
SMB       0.004340
HML       0.000072
dtype: float64, 39298: const     0.030660
vwretd   -0.651854
SMB       0.004205
HML       0.023457
dtype: float64, 39300: const     0.001304
vwretd    0.995416
SMB       0.004003
HML       0.000714
dtype: float64, 39301: const     0.021703
vwretd   -0.031073
SMB       0.012545
HML       0.003724
dtype: float64, 39327: const     0.023365
vwretd    0.175880
SMB       0.020741
HML      -0.008852
dtype: float64, 39328: const     0.006583
vwretd    0.499963
SMB       0.001866
HML       0.004159
dtype: float64, 39335: const     0.001176
vwretd    1.101984
SMB      -0.002423
HML       0.004759
dtype: float64, 39336: const    -0.016669
vwretd    0.977203
SMB       0.015208
HML      -0.003200
dtype: float64, 39343: const     0.001385
vwretd    0.773119
SMB       0.005855
HML       0.006110
dtype: float64, 39344: const     0.003395
vwretd    0.623809
SMB       0.014768
HML      -0.003080
dtype: float64, 39351: const    -0.021030
vwretd    1.248623
SMB       0.017547
HML       0.008268
dtype: float64, 39352: const    -0.025446
vwretd    4.806409
SMB      -0.053458
HML       0.030150
dtype: float64, 39378: const    -0.012942
vwretd    0.899149
SMB       0.023710
HML      -0.000447
dtype: float64, 39379: const     0.003304
vwretd    0.061882
SMB       0.004299
HML       0.001892
dtype: float64, 39386: const    -0.002142
vwretd    0.771986
SMB       0.018363
HML       0.003680
dtype: float64, 39394: const     0.011950
vwretd    1.017350
SMB       0.005386
HML      -0.001532
dtype: float64, 39395: const    -0.096543
vwretd    2.508263
SMB       0.058446
HML       0.068438
dtype: float64, 39407: const     0.008608
vwretd    0.527361
SMB       0.022685
HML      -0.001716
dtype: float64, 39415: const     0.027333
vwretd    1.029891
SMB       0.006631
HML      -0.011473
dtype: float64, 39416: const    -0.001036
vwretd    2.066016
SMB       0.006918
HML       0.004389
dtype: float64, 39423: const     0.023806
vwretd   -2.252439
SMB      -0.132721
HML       0.037968
dtype: float64, 39424: const     0.005316
vwretd    0.352135
SMB       0.005447
HML       0.004504
dtype: float64, 39431: const    -0.002940
vwretd    0.644166
SMB       0.012330
HML       0.011067
dtype: float64, 39432: const     0.008136
vwretd    0.711826
SMB       0.006510
HML      -0.001196
dtype: float64, 39458: const     0.005745
vwretd    1.139205
SMB       0.010017
HML      -0.003036
dtype: float64, 39459: const     0.015367
vwretd    1.781350
SMB       0.008096
HML       0.004189
dtype: float64, 39466: const    -0.003622
vwretd    0.965221
SMB       0.013445
HML       0.005077
dtype: float64, 39474: const    -0.010061
vwretd    1.239074
SMB       0.019232
HML       0.000378
dtype: float64, 39475: const     0.023202
vwretd    0.955927
SMB       0.017274
HML      -0.008560
dtype: float64, 39482: const     0.000305
vwretd    0.772726
SMB       0.008399
HML       0.008887
dtype: float64, 39483: const     0.002789
vwretd    0.969754
SMB       0.001278
HML      -0.000153
dtype: float64, 39490: const    -0.000070
vwretd    1.487280
SMB       0.004084
HML       0.008332
dtype: float64, 39503: const    -0.024518
vwretd    1.564449
SMB       0.013180
HML       0.004025
dtype: float64, 39511: const    -0.016592
vwretd    1.636407
SMB       0.004685
HML      -0.002518
dtype: float64, 39512: const    -0.007232
vwretd    1.024758
SMB       0.007037
HML       0.009880
dtype: float64, 39538: const    -0.001270
vwretd    1.056759
SMB       0.006582
HML       0.004977
dtype: float64, 39539: const     0.001966
vwretd    0.133203
SMB       0.003136
HML       0.005918
dtype: float64, 39546: const     0.000520
vwretd    0.680724
SMB       0.014319
HML       0.002723
dtype: float64, 39547: const    -0.018708
vwretd    2.647878
SMB      -0.001187
HML       0.024707
dtype: float64, 39554: const     0.004484
vwretd    2.068213
SMB       0.015380
HML      -0.013547
dtype: float64, 39555: const     0.041176
vwretd    0.404381
SMB       0.008609
HML      -0.015218
dtype: float64, 39562: const    -0.010004
vwretd    1.614548
SMB       0.010046
HML       0.011621
dtype: float64, 39570: const     0.005313
vwretd    0.910966
SMB       0.004808
HML       0.001011
dtype: float64, 39571: const     0.003869
vwretd    1.062127
SMB       0.005685
HML       0.004114
dtype: float64, 39589: const     0.001905
vwretd    0.682457
SMB       0.012144
HML       0.004193
dtype: float64, 39590: const    -0.016423
vwretd    1.171339
SMB       0.017992
HML       0.008655
dtype: float64, 39597: const     0.002553
vwretd    1.026351
SMB       0.008488
HML       0.002976
dtype: float64, 39598: const     0.014483
vwretd    0.161135
SMB       0.030749
HML      -0.013647
dtype: float64, 39618: const    -0.025077
vwretd    0.911029
SMB       0.026516
HML       0.011074
dtype: float64, 39626: const    -0.000079
vwretd    1.279884
SMB       0.006243
HML       0.009614
dtype: float64, 39634: const     0.012180
vwretd    1.356552
SMB       0.006456
HML      -0.006553
dtype: float64, 39635: const    -0.007677
vwretd    1.088433
SMB       0.018955
HML       0.012009
dtype: float64, 39642: const     0.005850
vwretd    0.766466
SMB       0.000704
HML      -0.001956
dtype: float64, 39643: const     0.041253
vwretd   -0.140677
SMB       0.011047
HML      -0.004403
dtype: float64, 39650: const     0.028606
vwretd    1.127795
SMB       0.006556
HML      -0.005514
dtype: float64, 39651: const     0.039861
vwretd    1.132645
SMB       0.011346
HML      -0.006451
dtype: float64, 39669: const     0.006223
vwretd    1.331708
SMB       0.009349
HML      -0.000356
dtype: float64, 39670: const     0.010831
vwretd    0.595381
SMB       0.013363
HML       0.003720
dtype: float64, 39677: const    -0.001212
vwretd    1.093323
SMB       0.018043
HML      -0.005782
dtype: float64, 39678: const     0.007441
vwretd    1.054615
SMB       0.031711
HML      -0.000156
dtype: float64, 39685: const    -0.014716
vwretd    0.756318
SMB       0.009737
HML       0.006107
dtype: float64, 39686: const    -0.002181
vwretd    1.793893
SMB       0.015411
HML       0.008637
dtype: float64, 39693: const     0.000276
vwretd    1.018762
SMB       0.004907
HML       0.006021
dtype: float64, 39694: const     0.020665
vwretd   -0.009950
SMB       0.012734
HML      -0.004876
dtype: float64, 39706: const     0.006287
vwretd    3.011763
SMB      -0.004724
HML       0.009259
dtype: float64, 39707: const    -0.000422
vwretd   -0.157839
SMB       0.002839
HML      -0.002182
dtype: float64, 39714: const    -0.005654
vwretd    1.376415
SMB      -0.002322
HML       0.002800
dtype: float64, 39715: const     0.011252
vwretd    0.564896
SMB       0.009514
HML       0.001559
dtype: float64, 39722: const    -0.021286
vwretd    0.335169
SMB       0.019919
HML       0.006501
dtype: float64, 39723: const    -0.036546
vwretd    1.764723
SMB       0.046548
HML       0.035805
dtype: float64, 39730: const    -0.007386
vwretd    1.259741
SMB       0.026356
HML       0.002993
dtype: float64, 39731: const     0.007767
vwretd    0.821080
SMB       0.008833
HML       0.005792
dtype: float64, 39749: const    -0.000492
vwretd    1.081637
SMB       0.014685
HML      -0.012923
dtype: float64, 39750: const     0.106753
vwretd    0.464252
SMB       0.006977
HML      -0.025930
dtype: float64, 39757: const     0.018125
vwretd    1.393615
SMB       0.013667
HML      -0.012294
dtype: float64, 39758: const     0.056123
vwretd   -0.954630
SMB       0.033600
HML      -0.038613
dtype: float64, 39765: const    -0.002189
vwretd    1.260592
SMB       0.009996
HML       0.004249
dtype: float64, 39766: const    -0.007201
vwretd    0.799772
SMB       0.002724
HML       0.011174
dtype: float64, 39773: const     0.002381
vwretd    0.736962
SMB       0.009236
HML      -0.000582
dtype: float64, 39774: const    -0.003380
vwretd    0.086151
SMB       0.006339
HML       0.001450
dtype: float64, 39781: const    -0.008328
vwretd    0.959125
SMB       0.011607
HML      -0.002004
dtype: float64, 39782: const    -0.013461
vwretd    0.150959
SMB       0.004763
HML       0.002695
dtype: float64, 39810: const     0.011586
vwretd    0.931924
SMB       0.008765
HML       0.000095
dtype: float64, 39829: const     0.009327
vwretd    0.782318
SMB       0.007592
HML       0.003593
dtype: float64, 39830: const    -0.046487
vwretd    1.624068
SMB       0.001022
HML      -0.004800
dtype: float64, 39837: const     0.002756
vwretd    1.132838
SMB       0.017579
HML      -0.007225
dtype: float64, 39845: const     0.023227
vwretd    1.465816
SMB       0.005807
HML      -0.000781
dtype: float64, 39846: const    -0.014582
vwretd    0.456496
SMB       0.015217
HML      -0.004640
dtype: float64, 39853: const     0.009126
vwretd    0.928977
SMB       0.009884
HML       0.000894
dtype: float64, 39854: const    -0.010898
vwretd    0.505658
SMB       0.006535
HML       0.009653
dtype: float64, 39861: const    -0.004587
vwretd    1.417581
SMB       0.024271
HML       0.024032
dtype: float64, 39862: const     0.002395
vwretd    0.082162
SMB       0.024239
HML      -0.034256
dtype: float64, 39888: const    -0.016056
vwretd    0.950036
SMB       0.017194
HML       0.011593
dtype: float64, 39889: const     0.009359
vwretd    1.242098
SMB       0.021912
HML       0.015525
dtype: float64, 39896: const     0.019567
vwretd    1.488762
SMB      -0.000926
HML      -0.008585
dtype: float64, 39909: const     0.011272
vwretd   -0.843528
SMB       0.006846
HML       0.019341
dtype: float64, 39910: const    -0.003377
vwretd    0.955228
SMB       0.015447
HML       0.005261
dtype: float64, 39917: const    -0.002942
vwretd    1.302323
SMB      -0.001133
HML       0.004710
dtype: float64, 39925: const    -0.003829
vwretd    1.125611
SMB       0.006498
HML      -0.001806
dtype: float64, 39926: const    -0.043906
vwretd    0.627800
SMB       0.009797
HML       0.009118
dtype: float64, 39933: const     0.023020
vwretd    0.611484
SMB       0.003653
HML      -0.010538
dtype: float64, 39941: const    -0.003277
vwretd    0.741514
SMB       0.018131
HML       0.001742
dtype: float64, 39942: const    -0.015025
vwretd    0.949099
SMB       0.009980
HML      -0.004860
dtype: float64, 39968: const    -0.005737
vwretd    0.552146
SMB       0.012311
HML       0.007889
dtype: float64, 39969: const     0.009745
vwretd    1.122905
SMB       0.008598
HML       0.014519
dtype: float64, 39976: const     0.017340
vwretd    1.192841
SMB       0.007936
HML      -0.006667
dtype: float64, 39977: const     0.027051
vwretd    1.029486
SMB       0.003908
HML       0.002464
dtype: float64, 39984: const    -0.009808
vwretd    1.156886
SMB       0.024600
HML       0.008845
dtype: float64, 39985: const    -0.021380
vwretd    0.867767
SMB       0.004020
HML       0.000515
dtype: float64, 39992: const     0.000031
vwretd    0.905386
SMB       0.002772
HML       0.004403
dtype: float64, 39993: const    -0.020347
vwretd    1.219097
SMB       0.012710
HML       0.006947
dtype: float64, 40002: const     0.008805
vwretd    0.194195
SMB       0.027109
HML      -0.013722
dtype: float64, 40003: const    -0.001395
vwretd    0.263536
SMB       0.009296
HML       0.001576
dtype: float64, 40010: const     0.002764
vwretd    1.104141
SMB      -0.001221
HML      -0.000367
dtype: float64, 40011: const     0.004972
vwretd    0.409499
SMB       0.003892
HML       0.004340
dtype: float64, 40029: const     0.008124
vwretd    1.700460
SMB       0.010377
HML      -0.004607
dtype: float64, 40030: const     0.024392
vwretd    1.059179
SMB       0.004343
HML      -0.004495
dtype: float64, 40037: const     0.005096
vwretd    1.551722
SMB       0.002248
HML      -0.007068
dtype: float64, 40045: const    -0.005091
vwretd    1.172396
SMB       0.023364
HML       0.013235
dtype: float64, 40053: const     0.009728
vwretd    0.715415
SMB       0.007421
HML       0.002873
dtype: float64, 40054: const    -0.000226
vwretd    0.255780
SMB       0.018943
HML      -0.011632
dtype: float64, 40061: const     0.004714
vwretd    1.043138
SMB       0.006971
HML      -0.006020
dtype: float64, 40062: const     0.007427
vwretd    1.218931
SMB       0.013981
HML      -0.008059
dtype: float64, 40088: const    -0.031032
vwretd    1.184104
SMB       0.037356
HML      -0.008934
dtype: float64, 40089: const    -0.009310
vwretd    1.348857
SMB       0.012707
HML       0.012969
dtype: float64, 40096: const    -0.004058
vwretd    0.867226
SMB       0.014873
HML       0.007350
dtype: float64, 40097: const     0.008940
vwretd    0.749446
SMB       0.003946
HML       0.004695
dtype: float64, 40109: const     0.003372
vwretd    1.131720
SMB       0.008797
HML       0.002939
dtype: float64, 40110: const    -0.131095
vwretd    0.234224
SMB       0.008914
HML       0.008279
dtype: float64, 40117: const    -0.082144
vwretd    1.856825
SMB       0.047971
HML       0.020186
dtype: float64, 40118: const     0.014062
vwretd    0.548112
SMB       0.010124
HML      -0.004259
dtype: float64, 40125: const     0.002714
vwretd    1.343862
SMB       0.008754
HML       0.002669
dtype: float64, 40133: const    -0.001861
vwretd    0.710431
SMB       0.006139
HML      -0.009588
dtype: float64, 40134: const     0.013511
vwretd    0.302367
SMB       0.007661
HML      -0.000831
dtype: float64, 40141: const     0.014189
vwretd    0.999768
SMB       0.002862
HML      -0.003583
dtype: float64, 40142: const     0.015973
vwretd    0.601186
SMB       0.006945
HML      -0.002453
dtype: float64, 40168: const     0.027138
vwretd    0.811889
SMB       0.026323
HML       0.000077
dtype: float64, 40169: const    -0.021976
vwretd   -0.035111
SMB       0.015804
HML       0.008238
dtype: float64, 40176: const     0.005917
vwretd    1.152154
SMB       0.014142
HML       0.004759
dtype: float64, 40184: const     0.001730
vwretd    1.241465
SMB       0.012020
HML       0.006071
dtype: float64, 40185: const     0.095861
vwretd    6.425916
SMB      -0.214345
HML      -0.083846
dtype: float64, 40192: const    -0.010356
vwretd    1.651673
SMB       0.015904
HML      -0.000881
dtype: float64, 40205: const     0.012587
vwretd    0.949760
SMB       0.010101
HML       0.003471
dtype: float64, 40206: const     0.005928
vwretd    0.108616
SMB       0.006375
HML      -0.007622
dtype: float64, 40213: const     0.000553
vwretd    0.639700
SMB      -0.001562
HML       0.006690
dtype: float64, 40214: const    -0.016244
vwretd   -4.247243
SMB       0.089757
HML       0.060975
dtype: float64, 40221: const    -0.003350
vwretd    1.291360
SMB       0.012203
HML       0.006630
dtype: float64, 40222: const     0.003247
vwretd    1.202291
SMB      -0.001323
HML       0.003210
dtype: float64, 40248: const     0.007734
vwretd    0.746749
SMB       0.013572
HML       0.000461
dtype: float64, 40249: const     0.000559
vwretd    1.726867
SMB      -0.001600
HML       0.004404
dtype: float64, 40256: const    -0.011196
vwretd    1.479315
SMB       0.024596
HML       0.007433
dtype: float64, 40257: const     0.032763
vwretd    0.330678
SMB       0.003826
HML       0.002643
dtype: float64, 40264: const     0.020216
vwretd    1.344748
SMB       0.019848
HML      -0.010337
dtype: float64, 40265: const     0.010835
vwretd    0.788636
SMB       0.008974
HML       0.000303
dtype: float64, 40272: const     0.002923
vwretd    0.967274
SMB      -0.003634
HML       0.000175
dtype: float64, 40273: const    -0.004188
vwretd    0.993268
SMB       0.018229
HML       0.008670
dtype: float64, 40280: const     0.009058
vwretd    1.260023
SMB       0.009759
HML       0.012927
dtype: float64, 40299: const     0.004465
vwretd    1.234346
SMB       0.000439
HML       0.000147
dtype: float64, 40301: const     0.004223
vwretd    1.316687
SMB       0.002454
HML       0.004833
dtype: float64, 40302: const     0.019427
vwretd    0.591868
SMB       0.001029
HML       0.000338
dtype: float64, 40328: const    -0.003811
vwretd   -0.231133
SMB       0.028711
HML       0.005015
dtype: float64, 40329: const     0.013662
vwretd    1.070128
SMB      -0.000184
HML       0.011837
dtype: float64, 40336: const     0.007011
vwretd    1.169407
SMB       0.018267
HML      -0.000485
dtype: float64, 40337: const     0.010665
vwretd    0.213820
SMB       0.015560
HML      -0.012678
dtype: float64, 40344: const     0.007500
vwretd    0.667520
SMB       0.007374
HML       0.001650
dtype: float64, 40345: const    -0.001008
vwretd    1.422681
SMB       0.013876
HML       0.009816
dtype: float64, 40352: const    -0.007862
vwretd    1.070128
SMB       0.006438
HML       0.007518
dtype: float64, 40360: const     0.003801
vwretd    1.130223
SMB       0.014872
HML       0.004151
dtype: float64, 40361: const     0.004884
vwretd    0.549975
SMB      -0.009152
HML      -0.010532
dtype: float64, 40387: const     0.000861
vwretd    1.199592
SMB       0.011618
HML       0.004183
dtype: float64, 40388: const     0.014187
vwretd    0.498385
SMB       0.003226
HML      -0.003287
dtype: float64, 40395: const    -0.002508
vwretd    0.610707
SMB       0.021569
HML       0.006770
dtype: float64, 40396: const     0.030432
vwretd    0.066535
SMB      -0.005400
HML       0.006461
dtype: float64, 40408: const     0.005470
vwretd    1.165443
SMB       0.000185
HML       0.004796
dtype: float64, 40409: const     0.029530
vwretd    0.450226
SMB       0.010529
HML      -0.007324
dtype: float64, 40416: const    -0.001304
vwretd    1.190844
SMB      -0.003546
HML       0.001408
dtype: float64, 40417: const    -0.019366
vwretd    0.004589
SMB       0.015979
HML      -0.029114
dtype: float64, 40424: const    -0.012907
vwretd    1.317853
SMB       0.027486
HML      -0.007396
dtype: float64, 40425: const    -0.002327
vwretd    0.969205
SMB       0.011551
HML       0.006949
dtype: float64, 40432: const     0.014526
vwretd    1.095390
SMB       0.012948
HML       0.003510
dtype: float64, 40440: const    -0.003709
vwretd    1.275502
SMB       0.004670
HML       0.004836
dtype: float64, 40441: const     0.023251
vwretd    0.473645
SMB       0.004140
HML      -0.006777
dtype: float64, 40459: const    -0.009485
vwretd    1.060635
SMB       0.015914
HML       0.009381
dtype: float64, 40467: const     0.072875
vwretd    3.222480
SMB      -0.039883
HML       0.061260
dtype: float64, 40468: const     0.004567
vwretd    0.409130
SMB       0.001112
HML       0.003626
dtype: float64, 40475: const     0.006035
vwretd   -1.190217
SMB       0.034671
HML       0.001730
dtype: float64, 40476: const    -0.000958
vwretd    0.860468
SMB      -0.000339
HML       0.001897
dtype: float64, 40483: const     0.000857
vwretd    1.270579
SMB       0.000651
HML       0.001195
dtype: float64, 40484: const     0.017392
vwretd    1.208928
SMB       0.008861
HML      -0.008252
dtype: float64, 40491: const     0.001226
vwretd    0.844730
SMB       0.002317
HML       0.001763
dtype: float64, 40492: const     0.026694
vwretd    0.787658
SMB       0.022552
HML       0.009654
dtype: float64, 40504: const     0.000582
vwretd    0.634576
SMB       0.005099
HML      -0.001253
dtype: float64, 40505: const    -0.006403
vwretd    1.251112
SMB       0.001622
HML      -0.003307
dtype: float64, 40512: const     0.004070
vwretd    0.390312
SMB       0.012861
HML       0.003941
dtype: float64, 40513: const    -0.075157
vwretd    2.795456
SMB      -0.017761
HML       0.019337
dtype: float64, 40520: const    -0.006955
vwretd    1.097320
SMB       0.006483
HML       0.009646
dtype: float64, 40521: const     0.011653
vwretd    0.649154
SMB       0.025240
HML      -0.008796
dtype: float64, 40539: const     0.006356
vwretd    1.155730
SMB       0.004321
HML       0.002705
dtype: float64, 40540: const    -0.009824
vwretd    1.202294
SMB       0.017172
HML       0.008960
dtype: float64, 40547: const    -0.003787
vwretd    0.157082
SMB       0.012011
HML       0.006660
dtype: float64, 40548: const    -0.026214
vwretd    1.458726
SMB       0.013096
HML       0.013000
dtype: float64, 40555: const     0.004073
vwretd    0.696125
SMB       0.025104
HML      -0.043869
dtype: float64, 40556: const    -0.019316
vwretd   -0.423760
SMB       0.027644
HML      -0.015736
dtype: float64, 40563: const     0.051234
vwretd    1.205289
SMB      -0.016624
HML      -0.014255
dtype: float64, 40564: const     0.086139
vwretd   -0.419258
SMB       0.012272
HML      -0.020731
dtype: float64, 40571: const     0.007491
vwretd    0.765119
SMB       0.009032
HML      -0.000533
dtype: float64, 40572: const     0.000699
vwretd    0.875415
SMB       0.006394
HML       0.006008
dtype: float64, 40598: const    -0.003692
vwretd    0.697993
SMB       0.006429
HML       0.008607
dtype: float64, 40599: const    -0.001524
vwretd    0.417308
SMB      -0.004762
HML      -0.000408
dtype: float64, 40600: const    -0.012029
vwretd    0.628809
SMB       0.017289
HML       0.007213
dtype: float64, 40619: const     0.011036
vwretd    0.671973
SMB       0.007050
HML       0.004694
dtype: float64, 40620: const     0.006448
vwretd    0.256968
SMB       0.031584
HML      -0.006858
dtype: float64, 40627: const    -0.002795
vwretd    1.079131
SMB       0.008116
HML       0.001766
dtype: float64, 40628: const     0.001648
vwretd    0.812596
SMB       0.010386
HML       0.003905
dtype: float64, 40635: const    -0.000522
vwretd    1.373597
SMB       0.000803
HML       0.001621
dtype: float64, 40636: const     0.041847
vwretd    3.267054
SMB      -0.052232
HML      -0.011061
dtype: float64, 40643: const    -0.000072
vwretd    1.339630
SMB       0.019580
HML      -0.003598
dtype: float64, 40644: const     0.006245
vwretd    1.389485
SMB       0.004817
HML      -0.002917
dtype: float64, 40651: const     0.008089
vwretd    0.245676
SMB       0.005560
HML       0.004965
dtype: float64, 40678: const     0.025923
vwretd    0.340881
SMB       0.004625
HML      -0.009282
dtype: float64, 40686: const     0.007325
vwretd    1.243420
SMB       0.009085
HML       0.007768
dtype: float64, 40687: const     0.035907
vwretd   -0.728907
SMB       0.004851
HML      -0.016383
dtype: float64, 40694: const    -0.001004
vwretd    1.238966
SMB       0.006710
HML       0.008225
dtype: float64, 40695: const    -0.018614
vwretd    1.117594
SMB       0.008004
HML       0.009284
dtype: float64, 40707: const    -0.000414
vwretd    0.924963
SMB       0.002020
HML       0.005813
dtype: float64, 40708: const    -0.010198
vwretd    1.263599
SMB       0.011640
HML      -0.000490
dtype: float64, 40715: const     0.003155
vwretd    0.776647
SMB       0.016939
HML       0.003756
dtype: float64, 40716: const    -0.014392
vwretd    0.270996
SMB       0.025580
HML      -0.004111
dtype: float64, 40723: const     0.004750
vwretd    0.994870
SMB       0.004878
HML      -0.000894
dtype: float64, 40724: const     0.001043
vwretd    0.965238
SMB       0.019559
HML      -0.001681
dtype: float64, 40731: const    -0.000557
vwretd    0.461884
SMB       0.013753
HML       0.002703
dtype: float64, 40758: const     0.004451
vwretd    1.041737
SMB       0.006423
HML       0.006909
dtype: float64, 40759: const    -0.037302
vwretd    0.691343
SMB       0.002914
HML       0.007963
dtype: float64, 40766: const     0.004876
vwretd    1.174942
SMB       0.010909
HML       0.002007
dtype: float64, 40774: const    -0.029914
vwretd    1.610906
SMB       0.010161
HML       0.001016
dtype: float64, 40782: const     0.001488
vwretd    0.629463
SMB       0.000912
HML       0.004857
dtype: float64, 40783: const     0.014634
vwretd    3.870757
SMB      -0.100096
HML      -0.123366
dtype: float64, 40790: const    -0.005984
vwretd    1.026065
SMB       0.012859
HML       0.008492
dtype: float64, 40791: const     0.007966
vwretd    0.856093
SMB       0.007755
HML       0.006553
dtype: float64, 40803: const     0.009846
vwretd    1.199150
SMB       0.003865
HML       0.000455
dtype: float64, 40811: const    -0.017405
vwretd    1.572628
SMB       0.013595
HML       0.015280
dtype: float64, 40812: const    -0.069853
vwretd    1.311090
SMB       0.002262
HML       0.020721
dtype: float64, 40838: const     0.004142
vwretd    1.417302
SMB       0.005491
HML       0.005463
dtype: float64, 40839: const     0.007812
vwretd    1.191618
SMB       0.011278
HML      -0.004241
dtype: float64, 40846: const     0.040343
vwretd   -0.683882
SMB       0.019452
HML       0.018435
dtype: float64, 40847: const    -0.003638
vwretd   -0.014335
SMB       0.034693
HML      -0.009071
dtype: float64, 40854: const     0.006812
vwretd    1.104295
SMB       0.004942
HML       0.000688
dtype: float64, 40855: const     0.020165
vwretd    1.264615
SMB       0.021296
HML       0.000806
dtype: float64, 40862: const    -0.003699
vwretd    1.088568
SMB       0.011302
HML       0.009248
dtype: float64, 40863: const     0.040550
vwretd    0.920453
SMB      -0.017028
HML       0.005267
dtype: float64, 40870: const    -0.006204
vwretd    0.789300
SMB       0.016906
HML       0.011810
dtype: float64, 40871: const     0.004663
vwretd    0.804643
SMB       0.006826
HML      -0.000242
dtype: float64, 40889: const     0.012406
vwretd    1.350284
SMB      -0.002750
HML       0.010701
dtype: float64, 40897: const    -0.000308
vwretd    1.116604
SMB       0.008459
HML       0.004235
dtype: float64, 40898: const    -0.007966
vwretd    1.183475
SMB       0.008075
HML       0.000604
dtype: float64, 40918: const     0.023942
vwretd    1.822031
SMB       0.006325
HML      -0.011275
dtype: float64, 40919: const     0.008514
vwretd    1.083868
SMB       0.019648
HML       0.009462
dtype: float64, 40926: const     0.014704
vwretd    1.274935
SMB       0.003000
HML      -0.002968
dtype: float64, 40927: const     0.106416
vwretd    1.222573
SMB      -0.179036
HML      -0.049861
dtype: float64, 40934: const    -0.011360
vwretd    0.564228
SMB       0.025717
HML       0.010076
dtype: float64, 40935: const     0.002959
vwretd    1.010430
SMB       0.005817
HML       0.005640
dtype: float64, 40942: const    -0.000372
vwretd    0.620659
SMB       0.005693
HML      -0.002505
dtype: float64, 40943: const     0.037157
vwretd   -0.115628
SMB       0.012674
HML       0.006180
dtype: float64, 40950: const    -0.001174
vwretd    0.600089
SMB       0.028510
HML       0.004208
dtype: float64, 40951: const    -0.004706
vwretd    1.061395
SMB       0.019068
HML      -0.004275
dtype: float64, 40969: const    -0.002254
vwretd    1.418674
SMB       0.004754
HML      -0.001418
dtype: float64, 40970: const    -0.008477
vwretd    1.187382
SMB       0.001284
HML      -0.001523
dtype: float64, 40977: const    -0.001102
vwretd    1.315256
SMB       0.021211
HML       0.000894
dtype: float64, 40985: const     0.005553
vwretd    1.184324
SMB       0.023723
HML       0.001266
dtype: float64, 40986: const     0.007481
vwretd    0.229071
SMB       0.009033
HML      -0.002716
dtype: float64, 40993: const     0.020776
vwretd    1.098938
SMB       0.006003
HML      -0.013568
dtype: float64, 40994: const     0.000127
vwretd    0.284416
SMB       0.013026
HML       0.002030
dtype: float64, 41005: const     0.000936
vwretd    0.684500
SMB       0.000729
HML       0.005377
dtype: float64, 41013: const     0.007933
vwretd    0.211544
SMB       0.021184
HML      -0.008789
dtype: float64, 41014: const     0.001072
vwretd    1.185028
SMB       0.005566
HML      -0.001260
dtype: float64, 41021: const    -0.007960
vwretd    1.139555
SMB       0.013797
HML       0.008554
dtype: float64, 41048: const    -0.001031
vwretd    1.250087
SMB       0.027988
HML      -0.009440
dtype: float64, 41049: const     0.030223
vwretd    2.166093
SMB       0.035796
HML      -0.045412
dtype: float64, 41056: const     0.003633
vwretd    0.225848
SMB       0.014383
HML      -0.004318
dtype: float64, 41057: const    -0.037716
vwretd    1.463388
SMB       0.011809
HML       0.007143
dtype: float64, 41064: const    -0.003374
vwretd    1.134183
SMB       0.002477
HML       0.001322
dtype: float64, 41072: const    -0.003545
vwretd    1.476090
SMB       0.009119
HML       0.012354
dtype: float64, 41073: const    -0.041666
vwretd    0.177375
SMB      -0.028591
HML      -0.005664
dtype: float64, 41080: const    -0.000218
vwretd    1.250389
SMB       0.002951
HML       0.004712
dtype: float64, 41081: const    -0.002216
vwretd    1.059615
SMB       0.005405
HML       0.008733
dtype: float64, 41099: const    -0.014597
vwretd    1.295488
SMB       0.008650
HML       0.007425
dtype: float64, 41100: const     0.003500
vwretd    0.937176
SMB      -0.001589
HML       0.004179
dtype: float64, 41101: const     0.012396
vwretd    0.825110
SMB       0.012142
HML      -0.007991
dtype: float64, 41102: const    -0.040455
vwretd    1.755439
SMB       0.009618
HML       0.032718
dtype: float64, 41128: const     0.009402
vwretd    1.209900
SMB      -0.001125
HML      -0.003763
dtype: float64, 41136: const     0.002747
vwretd    0.900081
SMB       0.015011
HML       0.005678
dtype: float64, 41144: const    -0.006451
vwretd    1.354304
SMB       0.018251
HML       0.007774
dtype: float64, 41145: const    -0.000908
vwretd    0.350225
SMB       0.007981
HML       0.005464
dtype: float64, 41152: const    -0.024579
vwretd    0.948598
SMB       0.020390
HML       0.010039
dtype: float64, 41160: const     0.005555
vwretd    1.370926
SMB       0.002794
HML       0.002131
dtype: float64, 41161: const    -0.019290
vwretd    0.473989
SMB       0.018497
HML       0.008501
dtype: float64, 41179: const     0.001417
vwretd    1.104620
SMB       0.001743
HML      -0.000018
dtype: float64, 41180: const    -0.043530
vwretd    2.070743
SMB       0.017285
HML       0.006228
dtype: float64, 41187: const     0.003326
vwretd    0.505184
SMB      -0.001281
HML       0.004532
dtype: float64, 41188: const     0.018229
vwretd    0.754508
SMB       0.030605
HML      -0.003693
dtype: float64, 41195: const    -0.004572
vwretd    1.208971
SMB       0.016840
HML       0.009729
dtype: float64, 41196: const     0.013402
vwretd    2.263245
SMB       0.028165
HML      -0.016537
dtype: float64, 41208: const    -0.009740
vwretd    1.173830
SMB       0.021267
HML       0.009179
dtype: float64, 41209: const     0.004988
vwretd    0.032773
SMB       0.013949
HML       0.001997
dtype: float64, 41216: const    -0.013137
vwretd    1.413701
SMB       0.023322
HML       0.005219
dtype: float64, 41217: const     0.003617
vwretd    0.937983
SMB       0.007227
HML       0.006197
dtype: float64, 41224: const     0.015194
vwretd    1.642825
SMB       0.004875
HML       0.011970
dtype: float64, 41225: const    -0.031786
vwretd    0.422297
SMB       0.012522
HML       0.007496
dtype: float64, 41232: const     0.000540
vwretd    0.755237
SMB       0.003557
HML       0.007238
dtype: float64, 41233: const     0.002748
vwretd    0.978160
SMB      -0.000894
HML       0.003517
dtype: float64, 41240: const     0.004720
vwretd    0.786028
SMB       0.017667
HML      -0.002432
dtype: float64, 41241: const     0.008793
vwretd    0.524873
SMB       0.006494
HML       0.005033
dtype: float64, 41259: const     0.005279
vwretd    1.496080
SMB       0.006603
HML       0.002190
dtype: float64, 41260: const    -0.002653
vwretd    1.132725
SMB       0.008514
HML       0.013006
dtype: float64, 41267: const    -0.015144
vwretd    1.163359
SMB       0.021771
HML       0.011471
dtype: float64, 41275: const     0.003556
vwretd    0.948098
SMB       0.013013
HML      -0.001141
dtype: float64, 41276: const     0.010762
vwretd    0.099931
SMB       0.022815
HML      -0.002639
dtype: float64, 41283: const    -0.002994
vwretd    0.720192
SMB       0.014543
HML       0.006467
dtype: float64, 41284: const     0.012790
vwretd    2.387939
SMB      -0.001924
HML       0.004567
dtype: float64, 41291: const    -0.003022
vwretd    0.526043
SMB       0.017126
HML       0.010676
dtype: float64, 41292: const     0.008434
vwretd    0.520981
SMB       0.006590
HML       0.003138
dtype: float64, 41304: const     0.003244
vwretd    1.245487
SMB       0.004908
HML      -0.006106
dtype: float64, 41305: const      0.439986
vwretd   -11.881469
SMB        0.418843
HML       -0.085087
dtype: float64, 41312: const     0.016418
vwretd    1.304697
SMB       0.014060
HML      -0.006956
dtype: float64, 41320: const     0.003008
vwretd    0.895497
SMB       0.010262
HML       0.005698
dtype: float64, 41321: const    -0.072369
vwretd    1.968140
SMB       0.017879
HML      -0.001205
dtype: float64, 41339: const    -0.106732
vwretd    3.631412
SMB       0.026172
HML      -0.001466
dtype: float64, 41340: const    -0.013850
vwretd    0.881125
SMB       0.035398
HML      -0.006917
dtype: float64, 41347: const     0.011614
vwretd    1.241339
SMB       0.007924
HML      -0.000706
dtype: float64, 41355: const     0.001137
vwretd    1.277948
SMB       0.001789
HML       0.004373
dtype: float64, 41356: const     0.006512
vwretd    1.370737
SMB       0.005951
HML      -0.010404
dtype: float64, 41363: const     0.020363
vwretd    0.386130
SMB       0.005535
HML       0.014341
dtype: float64, 41364: const    -0.000953
vwretd   -2.201141
SMB      -0.041034
HML      -0.012909
dtype: float64, 41371: const     0.001450
vwretd    1.186103
SMB       0.007657
HML       0.005860
dtype: float64, 41372: const     0.023457
vwretd    3.442439
SMB      -0.022288
HML       0.006072
dtype: float64, 41398: const     0.000957
vwretd    0.731991
SMB       0.020240
HML       0.003436
dtype: float64, 41399: const    -0.002076
vwretd    0.275213
SMB       0.007153
HML      -0.017551
dtype: float64, 41400: const     0.012447
vwretd    0.802643
SMB       0.013698
HML       0.002283
dtype: float64, 41401: const    -0.082366
vwretd    0.388984
SMB       0.122509
HML      -0.125923
dtype: float64, 41419: const    -0.005261
vwretd    1.882667
SMB       0.012763
HML       0.007404
dtype: float64, 41420: const    -0.006830
vwretd    1.099402
SMB       0.012111
HML       0.006272
dtype: float64, 41427: const     0.000921
vwretd    0.933522
SMB       0.004511
HML       0.003465
dtype: float64, 41428: const    -0.014928
vwretd    1.146660
SMB       0.007035
HML      -0.000424
dtype: float64, 41435: const     0.001712
vwretd    0.172279
SMB       0.023435
HML       0.010278
dtype: float64, 41436: const     0.004164
vwretd    0.881733
SMB       0.001390
HML       0.007090
dtype: float64, 41443: const     0.003072
vwretd    0.833278
SMB      -0.001616
HML       0.003376
dtype: float64, 41444: const    -0.000852
vwretd    0.691638
SMB       0.005640
HML       0.004622
dtype: float64, 41451: const    -0.018616
vwretd    0.709425
SMB       0.030727
HML       0.003599
dtype: float64, 41452: const     0.008532
vwretd    0.971319
SMB       0.006736
HML       0.005953
dtype: float64, 41478: const     0.003374
vwretd    0.775441
SMB       0.004766
HML       0.005620
dtype: float64, 41486: const    -0.004082
vwretd    1.497548
SMB       0.020573
HML       0.005763
dtype: float64, 41487: const    -0.001247
vwretd    1.620773
SMB       0.015171
HML       0.001549
dtype: float64, 41494: const    -0.081097
vwretd    1.766243
SMB       0.029608
HML      -0.026320
dtype: float64, 41495: const     0.012339
vwretd    0.942222
SMB       0.006457
HML      -0.010235
dtype: float64, 41507: const    -0.000872
vwretd    0.954024
SMB       0.013175
HML       0.005791
dtype: float64, 41515: const    -0.007979
vwretd    1.199252
SMB       0.025507
HML       0.010537
dtype: float64, 41523: const     0.015052
vwretd    1.159218
SMB       0.001621
HML      -0.006178
dtype: float64, 41524: const    -0.017020
vwretd    1.132675
SMB       0.017475
HML      -0.002757
dtype: float64, 41531: const     0.004680
vwretd    1.348743
SMB       0.016450
HML      -0.007246
dtype: float64, 41532: const     0.014951
vwretd    0.670259
SMB       0.017538
HML      -0.009206
dtype: float64, 41558: const    -0.009617
vwretd    0.280218
SMB       0.016314
HML       0.001747
dtype: float64, 41559: const    -0.000699
vwretd    0.597732
SMB       0.001855
HML       0.004523
dtype: float64, 41566: const     0.025447
vwretd   -0.092238
SMB       0.013166
HML       0.022581
dtype: float64, 41567: const    -0.034587
vwretd    1.932833
SMB       0.011598
HML      -0.007084
dtype: float64, 41574: const     0.005500
vwretd    0.827356
SMB       0.011378
HML      -0.000012
dtype: float64, 41575: const     0.004388
vwretd    1.276488
SMB       0.006090
HML       0.001945
dtype: float64, 41582: const    -0.000369
vwretd    1.043232
SMB       0.010798
HML       0.006204
dtype: float64, 41583: const    -0.019490
vwretd    1.377227
SMB       0.008003
HML       0.007168
dtype: float64, 41590: const    -0.001135
vwretd    0.908790
SMB       0.010661
HML       0.007367
dtype: float64, 41591: const    -0.036937
vwretd    0.019808
SMB      -0.000947
HML       0.001529
dtype: float64, 41603: const    -0.005928
vwretd    1.802885
SMB       0.012423
HML       0.008315
dtype: float64, 41604: const    -0.000815
vwretd    0.819732
SMB       0.003120
HML       0.008797
dtype: float64, 41611: const    -0.006267
vwretd    1.731240
SMB       0.017148
HML       0.003987
dtype: float64, 41638: const    -0.002689
vwretd    1.396195
SMB       0.008165
HML      -0.008186
dtype: float64, 41646: const     0.007138
vwretd    0.639680
SMB       0.014513
HML       0.007043
dtype: float64, 41647: const    -0.018194
vwretd    1.012842
SMB       0.018621
HML       0.005217
dtype: float64, 41655: const     0.008786
vwretd    0.279027
SMB       0.004806
HML       0.000352
dtype: float64, 41662: const     0.010171
vwretd    1.136243
SMB       0.002628
HML      -0.001130
dtype: float64, 41663: const     0.007543
vwretd    0.926034
SMB       0.010947
HML       0.003212
dtype: float64, 41670: const    -0.038363
vwretd    0.037258
SMB       0.027565
HML      -0.001070
dtype: float64, 41671: const    -0.251701
vwretd   -7.023055
SMB       0.072364
HML      -0.066760
dtype: float64, 41689: const     0.013887
vwretd    1.966968
SMB      -0.002519
HML      -0.002476
dtype: float64, 41690: const    -0.048128
vwretd    1.385316
SMB       0.024473
HML      -0.001997
dtype: float64, 41697: const     0.043753
vwretd    0.441825
SMB       0.009276
HML       0.011174
dtype: float64, 41718: const    -0.004138
vwretd    1.308363
SMB      -0.000326
HML       0.007927
dtype: float64, 41719: const    -0.011407
vwretd    0.294793
SMB      -0.010212
HML      -0.013426
dtype: float64, 41726: const     0.002654
vwretd    0.868499
SMB       0.003956
HML       0.003330
dtype: float64, 41727: const    -0.059629
vwretd   -1.155527
SMB       0.040648
HML       0.026272
dtype: float64, 41734: const    -0.011158
vwretd    1.306893
SMB       0.008510
HML       0.007720
dtype: float64, 41742: const     0.005644
vwretd    2.689165
SMB       0.012788
HML      -0.025196
dtype: float64, 41743: const     0.023209
vwretd    0.904331
SMB       0.005833
HML      -0.004544
dtype: float64, 41750: const     0.001646
vwretd    1.081466
SMB       0.008851
HML       0.004673
dtype: float64, 41751: const     0.018427
vwretd    1.085984
SMB       0.021539
HML      -0.033445
dtype: float64, 41769: const    -0.011068
vwretd    0.442811
SMB       0.018073
HML      -0.000764
dtype: float64, 41770: const    -0.035858
vwretd   -0.046648
SMB       0.044473
HML       0.001729
dtype: float64, 41777: const    -0.005711
vwretd    1.748901
SMB       0.023773
HML       0.001896
dtype: float64, 41785: const     0.010438
vwretd    1.186012
SMB       0.007458
HML       0.000256
dtype: float64, 41786: const    -0.013946
vwretd    0.167849
SMB       0.010479
HML       0.007710
dtype: float64, 41793: const     0.012294
vwretd    1.492185
SMB       0.011768
HML       0.008527
dtype: float64, 41794: const    -0.003427
vwretd    0.267403
SMB       0.007691
HML       0.015643
dtype: float64, 41806: const     0.003693
vwretd    1.184598
SMB       0.013422
HML       0.007612
dtype: float64, 41807: const    -0.001706
vwretd    0.929612
SMB       0.002549
HML       0.008530
dtype: float64, 41814: const    -0.006020
vwretd    0.905968
SMB       0.015934
HML       0.009760
dtype: float64, 41815: const     0.012430
vwretd    0.678268
SMB       0.006282
HML      -0.002401
dtype: float64, 41822: const    -0.005346
vwretd    1.463809
SMB       0.011779
HML       0.005591
dtype: float64, 41823: const     0.003856
vwretd    0.261845
SMB       0.008358
HML      -0.000498
dtype: float64, 41830: const     0.013240
vwretd    1.311873
SMB       0.004756
HML      -0.005387
dtype: float64, 41831: const    -0.014988
vwretd    1.075803
SMB       0.022764
HML       0.016826
dtype: float64, 41849: const    -0.016961
vwretd    0.027832
SMB       0.034473
HML       0.023517
dtype: float64, 41850: const    -0.006759
vwretd    1.051259
SMB       0.017817
HML       0.005284
dtype: float64, 41865: const     0.026666
vwretd    1.378653
SMB       0.018486
HML      -0.009807
dtype: float64, 41866: const     0.004695
vwretd    0.361937
SMB       0.004920
HML       0.004418
dtype: float64, 41873: const     0.002374
vwretd    1.250629
SMB       0.014917
HML       0.005376
dtype: float64, 41874: const     0.015602
vwretd    0.361492
SMB       0.002968
HML       0.000209
dtype: float64, 41882: const    -0.084648
vwretd    2.207620
SMB       0.011914
HML      -0.005013
dtype: float64, 41902: const    -0.014579
vwretd    1.157779
SMB       0.029972
HML      -0.007548
dtype: float64, 41903: const    -0.001715
vwretd    1.476285
SMB       0.012441
HML      -0.028122
dtype: float64, 41910: const     0.007872
vwretd    1.290857
SMB       0.014652
HML      -0.007131
dtype: float64, 41911: const     0.043820
vwretd   -0.114166
SMB       0.003544
HML      -0.023801
dtype: float64, 41929: const    -0.001011
vwretd    1.146549
SMB       0.005835
HML       0.006408
dtype: float64, 41930: const     0.014017
vwretd    0.601314
SMB       0.003545
HML       0.000985
dtype: float64, 41937: const     0.005571
vwretd    1.163304
SMB      -0.001694
HML      -0.006801
dtype: float64, 41938: const    -0.156728
vwretd   -0.660622
SMB       0.021215
HML       0.009336
dtype: float64, 41945: const    -0.018472
vwretd    1.678834
SMB       0.013541
HML      -0.024464
dtype: float64, 41946: const     0.031128
vwretd    0.721494
SMB       0.013924
HML      -0.005211
dtype: float64, 41953: const    -0.003382
vwretd    1.216458
SMB       0.006778
HML       0.005182
dtype: float64, 41961: const     0.007047
vwretd    0.657947
SMB       0.014021
HML      -0.001978
dtype: float64, 41988: const    -0.017351
vwretd    1.340449
SMB       0.017024
HML       0.020873
dtype: float64, 41989: const    -0.001181
vwretd    0.687664
SMB       0.009117
HML       0.003923
dtype: float64, 41996: const    -0.003063
vwretd    0.873706
SMB       0.009347
HML       0.008088
dtype: float64, 41997: const    -0.022963
vwretd    1.693999
SMB       0.004740
HML      -0.009017
dtype: float64, 42008: const     0.005434
vwretd    1.188155
SMB       0.018679
HML       0.005685
dtype: float64, 42009: const     0.074021
vwretd    3.536784
SMB       0.146473
HML       0.007362
dtype: float64, 42016: const     0.005229
vwretd    1.086664
SMB      -0.006867
HML       0.008461
dtype: float64, 42017: const    -0.096830
vwretd    1.101326
SMB       0.019278
HML       0.021319
dtype: float64, 42024: const    -0.009948
vwretd    1.592161
SMB       0.005373
HML       0.010590
dtype: float64, 42025: const    -0.016439
vwretd    0.178655
SMB       0.021159
HML      -0.002542
dtype: float64, 42032: const     0.002626
vwretd    0.582613
SMB       0.007196
HML       0.002012
dtype: float64, 42033: const     0.005496
vwretd    1.178277
SMB       0.001447
HML       0.008841
dtype: float64, 42040: const    -0.011798
vwretd    1.318597
SMB       0.010903
HML       0.019168
dtype: float64, 42041: const    -0.016094
vwretd    0.595095
SMB       0.041863
HML       0.002414
dtype: float64, 42059: const     0.004896
vwretd    0.546700
SMB       0.004149
HML       0.000810
dtype: float64, 42060: const      0.826729
vwretd    66.674039
SMB       -0.966426
HML       -0.585521
dtype: float64, 42067: const    -0.002123
vwretd    1.197501
SMB       0.006556
HML       0.005609
dtype: float64, 42068: const    -0.020064
vwretd    0.893403
SMB       0.013851
HML       0.008674
dtype: float64, 42075: const    -0.009627
vwretd    1.745504
SMB       0.009908
HML       0.005229
dtype: float64, 42076: const     0.063300
vwretd   -0.627284
SMB       0.031856
HML      -0.039050
dtype: float64, 42083: const     0.006201
vwretd    0.923619
SMB       0.001187
HML       0.002326
dtype: float64, 42084: const    -0.001161
vwretd    1.084263
SMB       0.015924
HML       0.001814
dtype: float64, 42091: const    -0.011420
vwretd    1.539281
SMB       0.011726
HML       0.016632
dtype: float64, 42092: const    -0.002021
vwretd    0.171887
SMB       0.006167
HML       0.003602
dtype: float64, 42104: const     0.002633
vwretd    0.952501
SMB       0.004679
HML      -0.000515
dtype: float64, 42112: const    -0.004517
vwretd    0.963849
SMB       0.009976
HML       0.006441
dtype: float64, 42113: const     0.096698
vwretd   -3.722997
SMB      -0.101502
HML      -0.245540
dtype: float64, 42120: const     0.019730
vwretd    1.694228
SMB       0.009588
HML       0.014242
dtype: float64, 42121: const    -0.010068
vwretd    0.918560
SMB       0.010531
HML       0.012372
dtype: float64, 42139: const     0.014055
vwretd    1.097024
SMB       0.024685
HML       0.005943
dtype: float64, 42140: const     0.001271
vwretd    0.926951
SMB       0.005080
HML       0.008261
dtype: float64, 42147: const     0.029508
vwretd    2.100623
SMB      -0.019777
HML       0.001069
dtype: float64, 42148: const    -0.004553
vwretd    0.706138
SMB       0.011645
HML       0.008970
dtype: float64, 42155: const    -0.008829
vwretd    1.099472
SMB       0.020744
HML       0.012852
dtype: float64, 42156: const    -0.006191
vwretd    0.305337
SMB       0.015925
HML      -0.002632
dtype: float64, 42163: const     0.015193
vwretd    0.393655
SMB       0.015952
HML      -0.010134
dtype: float64, 42164: const    -0.029139
vwretd    1.304762
SMB       0.019085
HML       0.013316
dtype: float64, 42171: const     0.009692
vwretd    0.751188
SMB       0.005159
HML      -0.003496
dtype: float64, 42172: const     0.012637
vwretd   -0.026652
SMB      -0.002235
HML      -0.005925
dtype: float64, 42198: const     0.000728
vwretd    0.689622
SMB       0.000102
HML       0.008684
dtype: float64, 42200: const     0.005459
vwretd    1.058105
SMB       0.003562
HML      -0.004886
dtype: float64, 42201: const     0.007921
vwretd    0.778576
SMB       0.021734
HML       0.032401
dtype: float64, 42219: const     0.002820
vwretd    0.452056
SMB       0.002779
HML       0.003324
dtype: float64, 42220: const     0.036546
vwretd    1.171831
SMB       0.021823
HML       0.004554
dtype: float64, 42227: const     0.003663
vwretd    1.088962
SMB       0.009739
HML       0.003348
dtype: float64, 42228: const     0.001206
vwretd    0.900859
SMB       0.006678
HML       0.003365
dtype: float64, 42235: const     0.010506
vwretd    1.139580
SMB       0.007185
HML      -0.004149
dtype: float64, 42236: const     0.054302
vwretd   -0.796647
SMB      -0.005773
HML      -0.038071
dtype: float64, 42243: const     0.013524
vwretd    0.552557
SMB       0.010027
HML      -0.000090
dtype: float64, 42251: const    -0.033168
vwretd    0.758336
SMB       0.019495
HML       0.015124
dtype: float64, 42252: const     0.001981
vwretd    1.440509
SMB       0.032931
HML       0.036097
dtype: float64, 42278: const     0.003755
vwretd    1.263613
SMB       0.000412
HML       0.028632
dtype: float64, 42279: const     0.015206
vwretd    0.303729
SMB      -0.000107
HML       0.004626
dtype: float64, 42286: const    -0.002913
vwretd    1.109275
SMB       0.011381
HML       0.006588
dtype: float64, 42287: const     0.018266
vwretd    0.601167
SMB       0.001047
HML       0.002958
dtype: float64, 42294: const    -0.021754
vwretd    0.453072
SMB       0.015004
HML       0.000165
dtype: float64, 42295: const     0.001946
vwretd    0.724986
SMB       0.002436
HML       0.006972
dtype: float64, 42307: const     0.004297
vwretd    1.068740
SMB       0.007718
HML       0.003336
dtype: float64, 42315: const    -0.023211
vwretd    0.669672
SMB       0.013272
HML       0.013878
dtype: float64, 42316: const     0.040808
vwretd    0.089663
SMB       0.033368
HML       0.011417
dtype: float64, 42323: const    -0.008840
vwretd    1.335678
SMB       0.004661
HML       0.006447
dtype: float64, 42324: const     0.005448
vwretd    2.170595
SMB       0.011377
HML      -0.017516
dtype: float64, 42331: const    -0.015539
vwretd    0.740867
SMB       0.012828
HML       0.013827
dtype: float64, 42332: const    -0.137281
vwretd   -0.132085
SMB      -0.040050
HML      -0.057251
dtype: float64, 42358: const     0.002243
vwretd    0.756058
SMB       0.009058
HML       0.007031
dtype: float64, 42359: const    -0.064644
vwretd    2.481900
SMB      -0.000960
HML       0.040424
dtype: float64, 42366: const    -0.000747
vwretd    1.148925
SMB       0.011147
HML      -0.001701
dtype: float64, 42367: const     0.235344
vwretd    0.336560
SMB       0.019157
HML       0.027038
dtype: float64, 42374: const     0.000702
vwretd    0.655161
SMB       0.006525
HML       0.005440
dtype: float64, 42382: const    -0.002355
vwretd   -1.461378
SMB       0.014560
HML      -0.003242
dtype: float64, 42383: const    -0.195742
vwretd    3.398159
SMB       0.015994
HML       0.031498
dtype: float64, 42390: const     0.004421
vwretd    1.257119
SMB      -0.002349
HML      -0.002502
dtype: float64, 42403: const    -0.008329
vwretd    1.527607
SMB       0.023507
HML       0.014588
dtype: float64, 42411: const    -0.015845
vwretd    0.317320
SMB       0.018724
HML       0.001537
dtype: float64, 42412: const    -0.023108
vwretd    0.117995
SMB       0.029185
HML       0.009569
dtype: float64, 42438: const     0.000926
vwretd    1.454048
SMB       0.006572
HML       0.008881
dtype: float64, 42439: const     0.000364
vwretd    1.064581
SMB       0.004854
HML       0.006773
dtype: float64, 42446: const    -0.003698
vwretd    0.399068
SMB       0.011522
HML       0.004261
dtype: float64, 42447: const    -0.001106
vwretd    1.163452
SMB       0.012733
HML       0.002019
dtype: float64, 42454: const     0.000680
vwretd    0.826829
SMB       0.011835
HML       0.003504
dtype: float64, 42455: const    -0.005751
vwretd    1.551588
SMB       0.006527
HML       0.009581
dtype: float64, 42462: const     0.004246
vwretd    1.180129
SMB       0.007475
HML       0.001093
dtype: float64, 42463: const    -0.034680
vwretd   -0.108863
SMB       0.009539
HML       0.000098
dtype: float64, 42470: const     0.003390
vwretd    0.910480
SMB       0.006838
HML       0.000656
dtype: float64, 42471: const    -0.003297
vwretd    1.055470
SMB       0.008328
HML       0.007588
dtype: float64, 42489: const     0.029545
vwretd    1.483985
SMB       0.007753
HML      -0.019115
dtype: float64, 42490: const     0.007773
vwretd   -0.055173
SMB       0.017015
HML      -0.003370
dtype: float64, 42497: const     0.006366
vwretd    0.480835
SMB       0.009606
HML      -0.000259
dtype: float64, 42498: const     0.104993
vwretd    1.743866
SMB      -0.000483
HML      -0.038295
dtype: float64, 42518: const    -0.000918
vwretd    1.189008
SMB       0.017845
HML       0.009354
dtype: float64, 42519: const     0.017895
vwretd   -0.019202
SMB      -0.020957
HML      -0.008981
dtype: float64, 42526: const     0.011252
vwretd    0.948564
SMB       0.011922
HML      -0.003950
dtype: float64, 42534: const     0.001110
vwretd    1.170454
SMB       0.004042
HML       0.005655
dtype: float64, 42535: const     0.001442
vwretd    1.437880
SMB       0.010542
HML      -0.003853
dtype: float64, 42542: const    -0.010106
vwretd    1.138212
SMB       0.009307
HML      -0.000353
dtype: float64, 42543: const     0.029094
vwretd    0.863117
SMB       0.009665
HML      -0.018355
dtype: float64, 42550: const     0.003856
vwretd    1.065200
SMB       0.003568
HML       0.000353
dtype: float64, 42551: const    -0.008062
vwretd    1.267769
SMB       0.008753
HML       0.009045
dtype: float64, 42569: const     0.001124
vwretd    0.929145
SMB       0.011338
HML      -0.001200
dtype: float64, 42570: const     0.0
vwretd    0.0
SMB       0.0
HML       0.0
dtype: float64, 42577: const     0.001648
vwretd    0.868355
SMB       0.016917
HML      -0.000082
dtype: float64, 42578: const     0.014608
vwretd    0.835267
SMB       0.005452
HML       0.011649
dtype: float64, 42585: const     0.007033
vwretd    0.541810
SMB       0.001591
HML       0.000129
dtype: float64, 42586: const     0.001238
vwretd    0.893015
SMB       0.014974
HML      -0.018040
dtype: float64, 42593: const     0.006782
vwretd    0.776381
SMB       0.010958
HML       0.000313
dtype: float64, 42606: const    -0.011880
vwretd    1.005000
SMB       0.009470
HML       0.011383
dtype: float64, 42607: const     0.000996
vwretd    1.178526
SMB       0.013229
HML       0.014422
dtype: float64, 42614: const     0.000891
vwretd    0.973850
SMB       0.009208
HML       0.004236
dtype: float64, 42622: const     0.011554
vwretd    0.982381
SMB       0.007563
HML       0.007598
dtype: float64, 42623: const    -0.009832
vwretd    3.480355
SMB      -0.001267
HML       0.011054
dtype: float64, 42630: const     0.011170
vwretd    0.102383
SMB       0.010166
HML       0.002842
dtype: float64, 42631: const    -0.112288
vwretd   -1.664951
SMB       0.037068
HML       0.015381
dtype: float64, 42649: const     0.004609
vwretd    0.824137
SMB       0.015034
HML      -0.011507
dtype: float64, 42657: const     0.001462
vwretd    1.040766
SMB       0.002876
HML       0.003054
dtype: float64, 42658: const     0.079940
vwretd   -2.446987
SMB      -0.024721
HML      -0.048481
dtype: float64, 42665: const    -0.018560
vwretd    1.063916
SMB       0.024174
HML       0.001367
dtype: float64, 42666: const    -0.040640
vwretd    1.447018
SMB       0.013826
HML       0.020026
dtype: float64, 42673: const    -0.022793
vwretd   -0.290853
SMB       0.041528
HML       0.004822
dtype: float64, 42674: const    -0.005448
vwretd    0.946556
SMB       0.013241
HML      -0.009493
dtype: float64, 42681: const     0.004164
vwretd    1.024179
SMB       0.012312
HML      -0.004747
dtype: float64, 42682: const    -0.037014
vwretd    0.782830
SMB       0.057533
HML      -0.010351
dtype: float64, 42703: const    -0.030761
vwretd    0.004087
SMB       0.039362
HML       0.008020
dtype: float64, 42710: const     0.003397
vwretd    0.525927
SMB      -0.000953
HML       0.003457
dtype: float64, 42711: const     0.006293
vwretd    0.842941
SMB       0.006324
HML       0.003788
dtype: float64, 42729: const    -0.030604
vwretd    1.129852
SMB       0.021038
HML       0.011183
dtype: float64, 42730: const    -0.009475
vwretd    1.718068
SMB       0.012562
HML       0.013508
dtype: float64, 42737: const     0.009550
vwretd    0.913082
SMB       0.007678
HML       0.001719
dtype: float64, 42745: const    -0.004200
vwretd    1.018150
SMB       0.009762
HML       0.009757
dtype: float64, 42746: const    -0.008871
vwretd    1.878173
SMB       0.031022
HML       0.022208
dtype: float64, 42753: const     0.006660
vwretd    1.302077
SMB       0.016603
HML      -0.001646
dtype: float64, 42761: const    -0.002713
vwretd    1.567203
SMB       0.012680
HML       0.017359
dtype: float64, 42762: const     0.012664
vwretd    0.125706
SMB       0.005106
HML      -0.006030
dtype: float64, 42788: const     0.008404
vwretd    0.579198
SMB       0.015854
HML       0.000715
dtype: float64, 42796: const    -0.001549
vwretd    1.215994
SMB       0.005823
HML       0.006718
dtype: float64, 42797: const     0.076686
vwretd    0.886764
SMB       0.011233
HML      -0.006213
dtype: float64, 42809: const     0.002852
vwretd    1.060147
SMB       0.004988
HML       0.001162
dtype: float64, 42810: const     -0.263830
vwretd   -10.388752
SMB        0.219589
HML        0.114620
dtype: float64, 42817: const     0.002887
vwretd    0.534812
SMB       0.000121
HML       0.004718
dtype: float64, 42818: const     0.023931
vwretd    0.585349
SMB       0.005456
HML      -0.002402
dtype: float64, 42825: const     0.032496
vwretd    0.900381
SMB       0.005686
HML      -0.004484
dtype: float64, 42833: const     0.000499
vwretd    0.616814
SMB      -0.001608
HML       0.005251
dtype: float64, 42834: const    -0.003500
vwretd    0.549387
SMB       0.010370
HML       0.005200
dtype: float64, 42841: const     0.003399
vwretd    0.589263
SMB       0.019863
HML      -0.007666
dtype: float64, 42842: const    -0.003838
vwretd    0.674227
SMB       0.018327
HML      -0.001211
dtype: float64, 42868: const     0.031578
vwretd    1.039425
SMB       0.013257
HML      -0.002242
dtype: float64, 42869: const    -0.008912
vwretd    0.601145
SMB       0.039694
HML       0.014495
dtype: float64, 42876: const    -0.002069
vwretd    1.369921
SMB       0.018870
HML       0.007896
dtype: float64, 42877: const     0.004840
vwretd    1.071132
SMB       0.001477
HML       0.003259
dtype: float64, 42884: const    -0.004591
vwretd    1.027361
SMB       0.012993
HML       0.010216
dtype: float64, 42885: const     0.020489
vwretd    3.730753
SMB       0.162919
HML       0.030824
dtype: float64, 42892: const     0.009653
vwretd    1.506883
SMB       0.008861
HML       0.007761
dtype: float64, 42893: const    -0.014726
vwretd    1.298844
SMB      -0.002483
HML      -0.001247
dtype: float64, 42905: const    -0.003334
vwretd    0.970872
SMB       0.012701
HML       0.003690
dtype: float64, 42906: const    -0.001414
vwretd    1.016033
SMB       0.002910
HML       0.011049
dtype: float64, 42913: const    -0.027025
vwretd    0.697396
SMB       0.013369
HML       0.009527
dtype: float64, 42914: const       1.552386
vwretd    150.176619
SMB        -2.152481
HML        -1.357566
dtype: float64, 42921: const     0.001043
vwretd    0.789432
SMB       0.022923
HML      -0.020205
dtype: float64, 42922: const     0.000960
vwretd    0.940873
SMB       0.011271
HML       0.004431
dtype: float64, 42948: const    -0.001872
vwretd    0.513988
SMB       0.015695
HML       0.001666
dtype: float64, 42949: const    -0.032850
vwretd   -1.278528
SMB       0.032164
HML      -0.007056
dtype: float64, 42956: const     0.025272
vwretd    1.148582
SMB       0.016696
HML      -0.007467
dtype: float64, 42957: const    -0.102037
vwretd    2.171218
SMB       0.031431
HML      -0.010008
dtype: float64, 42964: const    -0.014554
vwretd    1.336929
SMB       0.018304
HML       0.009046
dtype: float64, 42965: const    -0.013503
vwretd    1.573792
SMB       0.025776
HML       0.011458
dtype: float64, 42972: const     0.012619
vwretd    0.891787
SMB       0.009786
HML       0.002035
dtype: float64, 42973: const    -0.001216
vwretd    1.090525
SMB       0.014308
HML       0.007932
dtype: float64, 42980: const     0.018348
vwretd    1.261358
SMB       0.007850
HML       0.002252
dtype: float64, 42981: const     0.021500
vwretd    0.589858
SMB       0.016269
HML      -0.003971
dtype: float64, 42999: const     0.000076
vwretd    1.529769
SMB       0.014546
HML      -0.004679
dtype: float64, 43000: const     0.008202
vwretd    0.954123
SMB       0.015711
HML      -0.001432
dtype: float64, 43019: const    -0.011110
vwretd    1.008111
SMB       0.006392
HML       0.007443
dtype: float64, 43020: const    -0.004215
vwretd    1.596651
SMB       0.009716
HML       0.001184
dtype: float64, 43027: const    -0.016367
vwretd    1.335392
SMB       0.006341
HML       0.006008
dtype: float64, 43028: const     0.000587
vwretd    1.092187
SMB       0.000777
HML       0.004826
dtype: float64, 43036: const     0.005214
vwretd    0.522589
SMB       0.008918
HML       0.007900
dtype: float64, 43043: const    -0.007376
vwretd    1.338331
SMB       0.013663
HML       0.000517
dtype: float64, 43044: const     0.083562
vwretd    2.591445
SMB       0.010442
HML      -0.009143
dtype: float64, 43051: const     0.004342
vwretd    1.232112
SMB       0.008228
HML       0.004703
dtype: float64, 43052: const    -0.003924
vwretd   -0.095692
SMB       0.039551
HML       0.005444
dtype: float64, 43078: const     0.007104
vwretd    1.292509
SMB       0.010206
HML       0.005519
dtype: float64, 43079: const     0.001161
vwretd    1.617153
SMB       0.032109
HML      -0.015750
dtype: float64, 43086: const     0.026565
vwretd   -0.595985
SMB       0.020245
HML       0.031501
dtype: float64, 43087: const     0.013073
vwretd    0.736927
SMB      -0.001302
HML      -0.002879
dtype: float64, 43094: const    -0.025407
vwretd    1.734342
SMB       0.017403
HML      -0.008316
dtype: float64, 43095: const    -0.079524
vwretd    0.557588
SMB       0.014596
HML       0.005030
dtype: float64, 43107: const     0.003560
vwretd    0.507846
SMB       0.012224
HML       0.006920
dtype: float64, 43108: const     0.267087
vwretd    2.875386
SMB       0.073559
HML      -0.029985
dtype: float64, 43115: const    -0.027394
vwretd    1.586921
SMB       0.011589
HML       0.000451
dtype: float64, 43116: const     0.128187
vwretd    2.668377
SMB       0.014239
HML      -0.018401
dtype: float64, 43123: const    -0.001567
vwretd    1.538608
SMB       0.006143
HML       0.008402
dtype: float64, 43124: const     0.012084
vwretd    1.072481
SMB       0.020502
HML       0.007608
dtype: float64, 43131: const    -0.031188
vwretd    1.545643
SMB       0.028808
HML      -0.003374
dtype: float64, 43132: const     0.001660
vwretd    1.226288
SMB       0.002815
HML       0.003350
dtype: float64, 43158: const     0.024037
vwretd   -1.388499
SMB       0.038002
HML      -0.026827
dtype: float64, 43159: const    -0.002537
vwretd    1.095495
SMB       0.018294
HML       0.000634
dtype: float64, 43166: const    -0.011544
vwretd    0.481394
SMB       0.020904
HML       0.003747
dtype: float64, 43167: const     0.018842
vwretd    0.237687
SMB       0.020875
HML      -0.020628
dtype: float64, 43174: const     0.000070
vwretd    1.532201
SMB       0.016321
HML       0.009047
dtype: float64, 43175: const    -0.001138
vwretd   -0.442371
SMB       0.010968
HML      -0.019161
dtype: float64, 43182: const     0.196712
vwretd   -0.968434
SMB      -0.006904
HML       0.021017
dtype: float64, 43183: const    -0.023596
vwretd    1.710326
SMB      -0.000110
HML       0.005035
dtype: float64, 43190: const     0.000015
vwretd    1.055293
SMB       0.012101
HML       0.002765
dtype: float64, 43191: const     0.008253
vwretd    0.118124
SMB       0.001651
HML      -0.002010
dtype: float64, 43203: const     0.004026
vwretd    0.988491
SMB       0.009430
HML       0.006597
dtype: float64, 43204: const    -0.014310
vwretd    0.727635
SMB       0.004944
HML      -0.005001
dtype: float64, 43211: const    -0.012697
vwretd    0.937346
SMB       0.013209
HML       0.003211
dtype: float64, 43238: const    -0.004704
vwretd    0.850318
SMB       0.004340
HML       0.004086
dtype: float64, 43239: const    -0.097776
vwretd    0.136185
SMB       0.039082
HML       0.018510
dtype: float64, 43246: const     0.005769
vwretd    0.972653
SMB       0.008761
HML       0.002875
dtype: float64, 43247: const    -0.085972
vwretd    0.800723
SMB      -0.018478
HML       0.008905
dtype: float64, 43254: const    -0.003570
vwretd    0.434224
SMB       0.021554
HML      -0.007201
dtype: float64, 43255: const     0.003254
vwretd   -1.532343
SMB       0.018638
HML      -0.021925
dtype: float64, 43262: const    -0.001673
vwretd    1.136130
SMB       0.006158
HML       0.005283
dtype: float64, 43263: const     0.011070
vwretd    0.589476
SMB       0.006040
HML      -0.003469
dtype: float64, 43270: const    -0.003561
vwretd    1.200287
SMB       0.007666
HML       0.007050
dtype: float64, 43271: const     0.004142
vwretd    0.368681
SMB       0.017597
HML      -0.002719
dtype: float64, 43289: const    -0.008311
vwretd    1.340509
SMB       0.011972
HML       0.018139
dtype: float64, 43290: const     0.014007
vwretd    1.445391
SMB       0.018064
HML      -0.015423
dtype: float64, 43297: const    -0.003462
vwretd    0.363684
SMB       0.023825
HML       0.002315
dtype: float64, 43298: const     0.011509
vwretd    1.611299
SMB       0.006602
HML      -0.004040
dtype: float64, 43318: const     0.006628
vwretd    1.091029
SMB       0.006165
HML      -0.000921
dtype: float64, 43326: const    -0.013013
vwretd    0.488848
SMB       0.019775
HML       0.004679
dtype: float64, 43327: const     0.009300
vwretd    0.991788
SMB       0.022860
HML      -0.012410
dtype: float64, 43334: const     0.000306
vwretd    0.921222
SMB       0.007875
HML       0.003800
dtype: float64, 43342: const     0.004205
vwretd    1.166550
SMB       0.008581
HML       0.000074
dtype: float64, 43350: const    -0.000350
vwretd    1.146677
SMB       0.001913
HML       0.005340
dtype: float64, 43369: const     0.005787
vwretd    1.378641
SMB       0.004071
HML       0.006912
dtype: float64, 43370: const    -0.038932
vwretd   -0.106882
SMB       0.006776
HML       0.001081
dtype: float64, 43377: const     0.002418
vwretd    0.933292
SMB       0.010312
HML       0.007135
dtype: float64, 43378: const     0.0
vwretd    0.0
SMB       0.0
HML       0.0
dtype: float64, 43385: const     0.004701
vwretd    1.519263
SMB       0.009475
HML       0.003527
dtype: float64, 43393: const    -0.000405
vwretd    0.717464
SMB       0.009158
HML       0.004548
dtype: float64, 43394: const     0.018175
vwretd   -0.670324
SMB       0.006199
HML      -0.002119
dtype: float64, 43406: const     0.005709
vwretd    0.347982
SMB       0.007967
HML       0.001500
dtype: float64, 43407: const     0.008763
vwretd    0.646555
SMB       0.010722
HML      -0.012092
dtype: float64, 43414: const    -0.002393
vwretd    0.914131
SMB       0.016565
HML       0.016058
dtype: float64, 43415: const      0.589706
vwretd    57.323806
SMB       -0.849554
HML       -0.617637
dtype: float64, 43422: const     0.002689
vwretd    0.813042
SMB       0.007414
HML      -0.012340
dtype: float64, 43423: const    -0.004725
vwretd    0.760845
SMB       0.009099
HML      -0.002701
dtype: float64, 43430: const    -0.006923
vwretd    0.908842
SMB       0.025942
HML      -0.000994
dtype: float64, 43449: const     0.008656
vwretd    0.940533
SMB      -0.003734
HML      -0.001128
dtype: float64, 43457: const    -0.018451
vwretd    0.897123
SMB       0.021375
HML       0.009459
dtype: float64, 43458: const     0.035428
vwretd    1.200024
SMB       0.009281
HML       0.006088
dtype: float64, 43465: const    -0.008959
vwretd    0.731387
SMB       0.016578
HML       0.010250
dtype: float64, 43466: const    -0.003918
vwretd    0.762543
SMB       0.002743
HML       0.009109
dtype: float64, 43473: const     0.001386
vwretd    1.031280
SMB       0.005572
HML       0.003187
dtype: float64, 43474: const     0.002932
vwretd    1.671210
SMB       0.025438
HML      -0.000972
dtype: float64, 43481: const     0.001821
vwretd    0.864806
SMB       0.009114
HML       0.007597
dtype: float64, 43502: const     0.008408
vwretd    1.230388
SMB       0.003779
HML       0.001001
dtype: float64, 43503: const    -0.033244
vwretd    1.741876
SMB       0.003075
HML       0.011163
dtype: float64, 43510: const     0.002738
vwretd    1.395431
SMB       0.008928
HML       0.003961
dtype: float64, 43529: const    -0.002127
vwretd    0.564546
SMB       0.017229
HML       0.002769
dtype: float64, 43530: const     0.000999
vwretd    1.105696
SMB       0.006626
HML       0.010871
dtype: float64, 43537: const     0.003669
vwretd    0.938690
SMB       0.009795
HML       0.001043
dtype: float64, 43545: const    -0.045776
vwretd    1.391658
SMB       0.012904
HML       0.006927
dtype: float64, 43546: const    -0.039266
vwretd   -0.319074
SMB       0.014410
HML       0.007927
dtype: float64, 43553: const     0.003004
vwretd    1.168347
SMB      -0.000082
HML       0.002280
dtype: float64, 43554: const    -0.013885
vwretd    0.490693
SMB      -0.003641
HML       0.006842
dtype: float64, 43561: const     0.004566
vwretd    0.146482
SMB       0.005155
HML      -0.000688
dtype: float64, 43562: const     0.000292
vwretd   -1.617124
SMB      -0.005750
HML       0.022127
dtype: float64, 43588: const     0.007773
vwretd    0.740011
SMB       0.005322
HML       0.004808
dtype: float64, 43589: const    -0.001215
vwretd    0.816125
SMB       0.007953
HML       0.005837
dtype: float64, 43596: const    -0.007155
vwretd    1.000731
SMB       0.021494
HML      -0.005366
dtype: float64, 43597: const     0.014170
vwretd    0.819240
SMB       0.015362
HML      -0.003418
dtype: float64, 43609: const    -0.003342
vwretd    0.947670
SMB       0.003953
HML       0.007130
dtype: float64, 43610: const     0.027558
vwretd    1.436043
SMB       0.009085
HML      -0.013209
dtype: float64, 43617: const     0.009891
vwretd    0.717461
SMB       0.011027
HML      -0.003445
dtype: float64, 43618: const     0.005083
vwretd    1.168742
SMB       0.009012
HML      -0.000469
dtype: float64, 43625: const    -0.025095
vwretd    0.936409
SMB       0.018907
HML       0.003874
dtype: float64, 43626: const     0.000452
vwretd    1.412765
SMB      -0.007146
HML       0.000942
dtype: float64, 43633: const     0.061454
vwretd    1.255665
SMB      -0.007937
HML      -0.025641
dtype: float64, 43634: const     0.005015
vwretd    0.963366
SMB       0.009935
HML      -0.006453
dtype: float64, 43641: const     0.016952
vwretd    0.474910
SMB      -0.003023
HML       0.004095
dtype: float64, 43668: const     0.006904
vwretd    0.960881
SMB       0.000371
HML       0.000119
dtype: float64, 43669: const     0.078279
vwretd    1.908708
SMB       0.001503
HML      -0.016933
dtype: float64, 43676: const    -0.001273
vwretd    1.018693
SMB       0.014682
HML       0.003414
dtype: float64, 43677: const     0.025139
vwretd    0.091035
SMB      -0.009169
HML      -0.024126
dtype: float64, 43684: const    -0.011796
vwretd    1.245432
SMB       0.008780
HML       0.000893
dtype: float64, 43685: const     0.027474
vwretd    0.892678
SMB       0.007135
HML      -0.014658
dtype: float64, 43692: const    -0.001639
vwretd    0.622877
SMB       0.006677
HML       0.004563
dtype: float64, 43705: const     0.004629
vwretd    0.453752
SMB       0.003689
HML       0.004953
dtype: float64, 43706: const    -0.006316
vwretd    1.537802
SMB       0.008608
HML       0.014968
dtype: float64, 43713: const     0.003059
vwretd    1.428963
SMB       0.004904
HML       0.007436
dtype: float64, 43714: const    -0.004419
vwretd   -1.175385
SMB       0.005605
HML      -0.019190
dtype: float64, 43721: const     0.003337
vwretd    0.997900
SMB      -0.000300
HML       0.001916
dtype: float64, 43748: const    -0.002695
vwretd    1.109439
SMB       0.005260
HML       0.004291
dtype: float64, 43749: const     0.021082
vwretd    0.533024
SMB       0.009466
HML      -0.013325
dtype: float64, 43756: const    -0.006929
vwretd    0.251684
SMB       0.004727
HML       0.004957
dtype: float64, 43757: const     0.022114
vwretd    1.782946
SMB       0.026459
HML      -0.013977
dtype: float64, 43764: const     0.000580
vwretd    1.085687
SMB       0.005123
HML       0.005070
dtype: float64, 43765: const     0.036726
vwretd    1.623588
SMB       0.036272
HML       0.004497
dtype: float64, 43772: const     0.003376
vwretd    0.932911
SMB       0.001046
HML       0.004628
dtype: float64, 43773: const    -0.190800
vwretd    4.699104
SMB       0.000894
HML       0.143862
dtype: float64, 43780: const     0.009610
vwretd    0.627357
SMB       0.014688
HML      -0.009616
dtype: float64, 43781: const     0.009418
vwretd    0.920874
SMB       0.021466
HML      -0.029005
dtype: float64, 43799: const     0.011908
vwretd    0.977480
SMB      -0.012720
HML       0.010515
dtype: float64, 43800: const     0.006566
vwretd    0.755951
SMB       0.004801
HML       0.002286
dtype: float64, 43801: const    -0.002724
vwretd    0.558647
SMB       0.021219
HML       0.009941
dtype: float64, 43802: const     0.022419
vwretd   -0.061549
SMB       0.004901
HML       0.000014
dtype: float64, 43828: const    -0.006503
vwretd    1.019202
SMB       0.010704
HML      -0.003932
dtype: float64, 43829: const     0.031472
vwretd    0.817585
SMB      -0.000174
HML      -0.031739
dtype: float64, 43836: const     0.008358
vwretd    1.236718
SMB       0.012551
HML       0.003638
dtype: float64, 43837: const     0.006876
vwretd    0.519483
SMB       0.006592
HML       0.006391
dtype: float64, 43844: const    -0.011005
vwretd    0.952663
SMB       0.019256
HML       0.005730
dtype: float64, 43845: const    -0.049497
vwretd    0.736918
SMB       0.041111
HML       0.014646
dtype: float64, 43852: const     0.001959
vwretd    0.983376
SMB       0.012637
HML       0.002401
dtype: float64, 43860: const     0.003343
vwretd    1.173999
SMB       0.007480
HML       0.006662
dtype: float64, 43861: const     0.001801
vwretd    0.417397
SMB       0.000520
HML       0.003782
dtype: float64, 43879: const     0.007904
vwretd    0.767292
SMB       0.011104
HML      -0.001454
dtype: float64, 43880: const     0.003848
vwretd    1.017680
SMB       0.002967
HML       0.010638
dtype: float64, 43887: const     0.000156
vwretd    0.696435
SMB       0.010456
HML       0.005194
dtype: float64, 43888: const    -0.002567
vwretd    1.026188
SMB       0.005298
HML       0.002941
dtype: float64, 43895: const     0.004011
vwretd    1.123943
SMB       0.011603
HML       0.001915
dtype: float64, 43896: const     0.0
vwretd    0.0
SMB       0.0
HML       0.0
dtype: float64, 43908: const    -0.001381
vwretd    1.194804
SMB       0.014755
HML      -0.004770
dtype: float64, 43909: const    -0.031162
vwretd    0.918175
SMB       0.014126
HML       0.011611
dtype: float64, 43916: const     0.002412
vwretd    1.194337
SMB       0.002749
HML      -0.002698
dtype: float64, 43924: const    -0.398732
vwretd    0.023260
SMB       0.045427
HML       0.187243
dtype: float64, 43925: const     0.008462
vwretd    0.866012
SMB       0.009651
HML       0.009740
dtype: float64, 43932: const    -0.210702
vwretd    0.012861
SMB       0.029424
HML       0.119989
dtype: float64, 43940: const    -0.007114
vwretd    2.030060
SMB       0.008156
HML       0.009938
dtype: float64, 43941: const    -0.006057
vwretd    0.451748
SMB      -0.005065
HML       0.008948
dtype: float64, 43959: const    -0.007216
vwretd    1.708642
SMB       0.014147
HML       0.001447
dtype: float64, 43960: const    -0.019200
vwretd    0.925908
SMB       0.014893
HML       0.019903
dtype: float64, 43967: const    -0.004615
vwretd    0.936734
SMB       0.028708
HML       0.000477
dtype: float64, 43968: const     0.019612
vwretd    0.514510
SMB       0.012762
HML      -0.005477
dtype: float64, 43975: const    -0.053646
vwretd    1.387192
SMB       0.007751
HML      -0.000876
dtype: float64, 43976: const    -0.003180
vwretd    1.149583
SMB       0.004717
HML       0.006909
dtype: float64, 43983: const     0.005815
vwretd    1.160442
SMB       0.018354
HML      -0.002368
dtype: float64, 43984: const     0.005773
vwretd    0.431091
SMB       0.000583
HML       0.004460
dtype: float64, 43991: const     0.014261
vwretd    1.995022
SMB       0.017444
HML       0.001818
dtype: float64, 43992: const    -0.002764
vwretd    0.641275
SMB       0.011005
HML       0.003839
dtype: float64, 44003: const    -0.019090
vwretd    0.790302
SMB       0.018731
HML       0.003466
dtype: float64, 44011: const     0.003802
vwretd    0.831233
SMB       0.021321
HML       0.000722
dtype: float64, 44012: const     0.065171
vwretd    0.581306
SMB      -0.005519
HML      -0.007536
dtype: float64, 44039: const    -0.009425
vwretd    1.759946
SMB       0.013857
HML       0.015043
dtype: float64, 44046: const     0.000881
vwretd    0.907930
SMB       0.014059
HML       0.003780
dtype: float64, 44054: const     0.021829
vwretd    1.919499
SMB      -0.006804
HML      -0.005388
dtype: float64, 44055: const     0.009241
vwretd    1.627194
SMB      -0.001489
HML      -0.002008
dtype: float64, 44062: const    -0.001744
vwretd    0.911731
SMB       0.003782
HML       0.007595
dtype: float64, 44063: const     0.141793
vwretd    8.553513
SMB      -0.051907
HML       0.058737
dtype: float64, 44070: const     0.003833
vwretd    1.599205
SMB       0.019125
HML       0.002982
dtype: float64, 44071: const    -0.087818
vwretd    1.265215
SMB      -0.004182
HML       0.024700
dtype: float64, 44089: const    -0.007492
vwretd    1.677518
SMB       0.011574
HML      -0.006835
dtype: float64, 44090: const     0.019062
vwretd   -0.206026
SMB       0.012890
HML      -0.005187
dtype: float64, 44097: const     0.007720
vwretd    1.656312
SMB       0.001817
HML       0.005929
dtype: float64, 44098: const    -0.031685
vwretd    0.881834
SMB       0.030734
HML       0.005288
dtype: float64, 44118: const    -0.017866
vwretd    2.104292
SMB       0.016268
HML       0.024556
dtype: float64, 44126: const     0.008487
vwretd    0.727815
SMB       0.006326
HML       0.009329
dtype: float64, 44127: const    -0.044734
vwretd    2.154772
SMB       0.040526
HML       0.013024
dtype: float64, 44134: const    -0.003135
vwretd    1.272820
SMB       0.003836
HML       0.005464
dtype: float64, 44135: const    -0.008401
vwretd    0.968862
SMB       0.009562
HML       0.004361
dtype: float64, 44142: const     0.009826
vwretd    0.382224
SMB       0.005636
HML       0.004500
dtype: float64, 44143: const    -0.019524
vwretd    1.393087
SMB       0.009382
HML      -0.004849
dtype: float64, 44150: const    -0.005260
vwretd    0.988411
SMB       0.011491
HML       0.004849
dtype: float64, 44151: const    -0.062694
vwretd    0.187290
SMB       0.032563
HML       0.023168
dtype: float64, 44169: const     0.001393
vwretd    1.254678
SMB       0.009889
HML      -0.003033
dtype: float64, 44170: const    -0.016897
vwretd    1.042503
SMB       0.011457
HML      -0.010771
dtype: float64, 44177: const     0.011529
vwretd    0.709345
SMB       0.004906
HML       0.006291
dtype: float64, 44178: const     0.006601
vwretd    0.353609
SMB       0.012218
HML      -0.001157
dtype: float64, 44185: const    -0.003809
vwretd    1.302207
SMB       0.009314
HML       0.006967
dtype: float64, 44186: const    -0.201040
vwretd    2.472775
SMB      -0.000884
HML       0.032492
dtype: float64, 44193: const     0.005789
vwretd    1.349790
SMB       0.011980
HML      -0.000022
dtype: float64, 44194: const    -0.012125
vwretd    1.661384
SMB       0.011543
HML       0.009534
dtype: float64, 44206: const     0.003828
vwretd    0.538970
SMB      -0.001613
HML       0.003076
dtype: float64, 44207: const     0.018953
vwretd    1.418929
SMB       0.000645
HML      -0.000743
dtype: float64, 44214: const    -0.010400
vwretd    1.352144
SMB       0.017515
HML      -0.004066
dtype: float64, 44215: const     0.009209
vwretd   -0.727545
SMB       0.025937
HML      -0.013677
dtype: float64, 44222: const     0.002073
vwretd    4.322922
SMB      -0.017926
HML       0.039901
dtype: float64, 44223: const    -0.006641
vwretd    1.104736
SMB      -0.000433
HML       0.003909
dtype: float64, 44230: const    -0.000057
vwretd    0.871404
SMB       0.009110
HML       0.004870
dtype: float64, 44231: const    -0.016173
vwretd    1.546530
SMB       0.012321
HML       0.010562
dtype: float64, 44249: const    -0.019108
vwretd    0.415095
SMB       0.016921
HML      -0.009555
dtype: float64, 44250: const    -0.006327
vwretd    0.903425
SMB       0.010086
HML       0.019947
dtype: float64, 44257: const    -0.000576
vwretd    0.914492
SMB       0.010053
HML       0.005786
dtype: float64, 44258: const    -0.026656
vwretd   -1.505669
SMB       0.022517
HML       0.000740
dtype: float64, 44265: const    -0.007318
vwretd    1.394604
SMB       0.009509
HML       0.004403
dtype: float64, 44266: const     0.003520
vwretd    0.927399
SMB       0.005737
HML       0.002252
dtype: float64, 44273: const     0.002569
vwretd    0.929076
SMB       0.011298
HML       0.007702
dtype: float64, 44274: const    -0.000180
vwretd    1.297239
SMB       0.006800
HML       0.004150
dtype: float64, 44281: const     0.027124
vwretd    0.608265
SMB       0.008036
HML      -0.008618
dtype: float64, 44282: const     0.048910
vwretd    1.012539
SMB      -0.002254
HML      -0.012905
dtype: float64, 44302: const     0.013494
vwretd    0.739349
SMB       0.018550
HML      -0.008637
dtype: float64, 44303: const     0.079208
vwretd    2.415099
SMB      -0.037834
HML       0.012505
dtype: float64, 44310: const    -0.006160
vwretd    1.477227
SMB       0.017798
HML       0.007105
dtype: float64, 44311: const    -0.013131
vwretd    0.481480
SMB      -0.008146
HML      -0.001015
dtype: float64, 44329: const     0.003998
vwretd    1.147918
SMB       0.006010
HML       0.002534
dtype: float64, 44330: const     0.008351
vwretd    0.577555
SMB       0.006672
HML       0.010207
dtype: float64, 44337: const    -0.012974
vwretd    1.453082
SMB       0.012421
HML       0.000035
dtype: float64, 44338: const    -0.001692
vwretd    1.696331
SMB       0.011829
HML       0.000955
dtype: float64, 44345: const    -0.006043
vwretd    0.993443
SMB       0.006721
HML       0.004956
dtype: float64, 44346: const     0.005668
vwretd    1.337831
SMB      -0.003454
HML       0.004328
dtype: float64, 44353: const     0.004638
vwretd    0.693736
SMB       0.007504
HML       0.002498
dtype: float64, 44354: const    -0.163861
vwretd    0.728762
SMB       0.005878
HML       0.017635
dtype: float64, 44361: const     0.009500
vwretd    1.240373
SMB       0.000872
HML      -0.006019
dtype: float64, 44362: const    -0.079900
vwretd    1.934462
SMB       0.017436
HML       0.014948
dtype: float64, 44388: const    -0.005860
vwretd    1.150040
SMB       0.007452
HML      -0.003379
dtype: float64, 44389: const     0.004894
vwretd    1.200459
SMB       0.011082
HML      -0.000538
dtype: float64, 44396: const     0.015266
vwretd    0.338622
SMB       0.015138
HML      -0.000222
dtype: float64, 44397: const    -0.028996
vwretd    1.776552
SMB       0.012115
HML       0.003460
dtype: float64, 44409: const     0.006949
vwretd    0.980640
SMB       0.001072
HML      -0.002734
dtype: float64, 44410: const    -0.013926
vwretd    1.504793
SMB       0.001129
HML      -0.006628
dtype: float64, 44417: const    -0.003327
vwretd    0.894258
SMB       0.013483
HML       0.005218
dtype: float64, 44418: const    -0.123498
vwretd    0.591859
SMB       0.003733
HML       0.024172
dtype: float64, 44425: const     0.002311
vwretd    0.658942
SMB       0.015556
HML      -0.002866
dtype: float64, 44433: const    -0.008731
vwretd    1.497053
SMB       0.016147
HML       0.007203
dtype: float64, 44434: const     0.044089
vwretd    0.664628
SMB      -0.005288
HML      -0.023139
dtype: float64, 44441: const    -0.029667
vwretd    0.271925
SMB       0.018645
HML      -0.011048
dtype: float64, 44442: const    -0.108772
vwretd    4.577810
SMB       0.027399
HML       0.024717
dtype: float64, 44468: const     0.006528
vwretd    0.602725
SMB       0.008359
HML      -0.000680
dtype: float64, 44469: const    -0.018232
vwretd    0.314670
SMB       0.015961
HML      -0.004484
dtype: float64, 44476: const     0.001655
vwretd    1.415902
SMB       0.012636
HML      -0.001992
dtype: float64, 44477: const    -0.013214
vwretd    1.095350
SMB       0.009327
HML       0.006648
dtype: float64, 44484: const     0.003486
vwretd    0.943939
SMB       0.008750
HML       0.002195
dtype: float64, 44485: const    -0.026047
vwretd    0.962321
SMB       0.019659
HML      -0.002582
dtype: float64, 44492: const    -0.004269
vwretd    1.370515
SMB       0.021910
HML       0.010782
dtype: float64, 44493: const    -0.123638
vwretd    4.110378
SMB      -0.002169
HML       0.010935
dtype: float64, 44505: const     0.005926
vwretd    1.307223
SMB       0.013101
HML       0.002467
dtype: float64, 44506: const     0.002796
vwretd    1.801714
SMB       0.009075
HML      -0.006483
dtype: float64, 44513: const    -0.010770
vwretd    1.720962
SMB       0.014536
HML       0.010952
dtype: float64, 44514: const     0.012944
vwretd   -0.073216
SMB       0.024729
HML       0.006662
dtype: float64, 44521: const     0.006040
vwretd    0.637656
SMB       0.009036
HML       0.004703
dtype: float64, 44522: const     0.030356
vwretd    0.211012
SMB       0.023778
HML      -0.006603
dtype: float64, 44548: const    -0.001728
vwretd    1.350258
SMB       0.014698
HML       0.002954
dtype: float64, 44556: const    -0.044215
vwretd    1.097063
SMB       0.025326
HML       0.020566
dtype: float64, 44557: const     0.031553
vwretd   -0.937416
SMB       0.032751
HML       0.010579
dtype: float64, 44564: const     0.022865
vwretd    1.287208
SMB       0.009827
HML      -0.010561
dtype: float64, 44565: const     0.014642
vwretd    0.680596
SMB       0.028827
HML      -0.010387
dtype: float64, 44572: const     0.000390
vwretd    0.759220
SMB       0.014729
HML       0.004135
dtype: float64, 44573: const    -0.075579
vwretd    1.562746
SMB       0.002303
HML      -0.014243
dtype: float64, 44580: const    -0.024262
vwretd    0.780654
SMB       0.021572
HML       0.010110
dtype: float64, 44581: const     0.032933
vwretd    0.629540
SMB       0.008464
HML      -0.021274
dtype: float64, 44599: const    -0.000033
vwretd    0.635044
SMB       0.002246
HML       0.007521
dtype: float64, 44600: const    -0.006585
vwretd    1.193349
SMB       0.017459
HML      -0.003273
dtype: float64, 44601: const     0.002323
vwretd    1.016806
SMB      -0.000396
HML       0.002030
dtype: float64, 44602: const     0.003640
vwretd   -0.262753
SMB       0.018121
HML       0.007237
dtype: float64, 44628: const    -0.010723
vwretd    1.048494
SMB       0.020268
HML       0.013440
dtype: float64, 44629: const     0.007183
vwretd    0.137450
SMB       0.006287
HML      -0.002968
dtype: float64, 44636: const    -0.004166
vwretd    0.603322
SMB       0.010364
HML       0.002630
dtype: float64, 44637: const     0.009284
vwretd    1.118666
SMB       0.013940
HML      -0.003188
dtype: float64, 44644: const     0.006406
vwretd    1.004824
SMB      -0.001638
HML      -0.002074
dtype: float64, 44645: const    -0.016507
vwretd    0.620140
SMB       0.003082
HML       0.006343
dtype: float64, 44652: const     0.006805
vwretd    0.890390
SMB       0.005823
HML       0.002356
dtype: float64, 44653: const     0.019214
vwretd   -0.837678
SMB       0.016271
HML      -0.037065
dtype: float64, 44661: const    -0.005139
vwretd    0.859476
SMB      -0.005840
HML      -0.019669
dtype: float64, 44679: const    -0.039586
vwretd    0.901352
SMB       0.008113
HML       0.003415
dtype: float64, 44687: const     0.001301
vwretd    1.023329
SMB       0.007825
HML       0.003697
dtype: float64, 44688: const     0.006882
vwretd    0.578893
SMB       0.005132
HML       0.007423
dtype: float64, 44695: const    -0.002635
vwretd   -0.093797
SMB       0.032882
HML      -0.010818
dtype: float64, 44708: const    -0.005567
vwretd    1.185441
SMB       0.015839
HML       0.007087
dtype: float64, 44709: const     0.012339
vwretd    0.476352
SMB       0.014517
HML      -0.007561
dtype: float64, 44717: const    -0.011416
vwretd    1.119959
SMB       0.006855
HML       0.005566
dtype: float64, 44724: const     0.002029
vwretd    0.354426
SMB       0.010566
HML       0.000761
dtype: float64, 44725: const     0.011731
vwretd    0.512345
SMB       0.008108
HML       0.007541
dtype: float64, 44732: const     0.125765
vwretd   -2.851512
SMB       0.039776
HML      -0.032466
dtype: float64, 44733: const    -0.009905
vwretd    0.857812
SMB       0.012418
HML       0.007502
dtype: float64, 44740: const    -0.002621
vwretd    1.296217
SMB       0.010395
HML       0.001875
dtype: float64, 44741: const     0.103692
vwretd    0.293116
SMB       0.028138
HML      -0.007179
dtype: float64, 44759: const     0.002770
vwretd    1.211700
SMB       0.011751
HML       0.001425
dtype: float64, 44760: const    -0.047284
vwretd    1.558845
SMB       0.024434
HML       0.013311
dtype: float64, 44767: const    -0.012456
vwretd    1.068527
SMB       0.016237
HML       0.008877
dtype: float64, 44768: const    -0.005666
vwretd    1.658067
SMB       0.010003
HML       0.009914
dtype: float64, 44775: const     0.011615
vwretd    0.546058
SMB       0.022157
HML      -0.000051
dtype: float64, 44776: const     0.019191
vwretd    1.123985
SMB       0.004520
HML      -0.011356
dtype: float64, 44783: const    -0.000743
vwretd    1.270591
SMB       0.015925
HML       0.003273
dtype: float64, 44784: const     0.017975
vwretd    0.583537
SMB       0.011463
HML      -0.000715
dtype: float64, 44791: const     0.001668
vwretd    0.833509
SMB       0.011012
HML       0.004227
dtype: float64, 44792: const     0.001099
vwretd    1.256388
SMB       0.004890
HML       0.001147
dtype: float64, 44804: const     0.004651
vwretd    0.985244
SMB       0.013019
HML       0.002291
dtype: float64, 44812: const     0.017086
vwretd    0.812358
SMB       0.020922
HML      -0.006268
dtype: float64, 44813: const     0.012858
vwretd    1.202551
SMB       0.017247
HML      -0.006945
dtype: float64, 44820: const     0.014285
vwretd    0.375380
SMB       0.032556
HML       0.004089
dtype: float64, 44821: const     0.019059
vwretd    0.917848
SMB       0.018796
HML      -0.010041
dtype: float64, 44839: const    -0.000191
vwretd    0.838368
SMB       0.018332
HML       0.006509
dtype: float64, 44840: const     0.008322
vwretd    1.081113
SMB       0.012405
HML      -0.004310
dtype: float64, 44847: const    -0.051073
vwretd    6.444067
SMB      -0.013340
HML       0.117622
dtype: float64, 44848: const     0.024127
vwretd    0.853657
SMB       0.015869
HML      -0.012619
dtype: float64, 44855: const    -0.010800
vwretd    1.407359
SMB       0.009254
HML       0.009171
dtype: float64, 44856: const    -0.006970
vwretd    0.837666
SMB       0.010500
HML       0.004350
dtype: float64, 44863: const    -0.000686
vwretd    0.864404
SMB       0.014596
HML       0.008060
dtype: float64, 44871: const     0.001752
vwretd    1.536980
SMB       0.006884
HML       0.005432
dtype: float64, 44872: const     0.001409
vwretd   -0.015540
SMB       0.008859
HML      -0.006377
dtype: float64, 44898: const    -0.006080
vwretd    1.029049
SMB       0.020670
HML      -0.000148
dtype: float64, 44899: const     0.002990
vwretd    1.161074
SMB      -0.003521
HML       0.008572
dtype: float64, 44900: const    -0.008447
vwretd    1.501524
SMB       0.002365
HML       0.008896
dtype: float64, 44901: const     0.022278
vwretd    0.145905
SMB       0.018779
HML      -0.004922
dtype: float64, 44919: const     0.003753
vwretd    0.767949
SMB       0.014707
HML      -0.000705
dtype: float64, 44920: const     0.019979
vwretd   -0.628180
SMB      -0.023470
HML      -0.055524
dtype: float64, 44927: const     0.006288
vwretd    2.377019
SMB      -0.001593
HML      -0.046284
dtype: float64, 44928: const    -0.008236
vwretd    1.523950
SMB       0.025276
HML      -0.001640
dtype: float64, 44935: const     0.000620
vwretd    1.285458
SMB       0.008139
HML      -0.003179
dtype: float64, 44936: const    -0.046627
vwretd   -0.217574
SMB      -0.012260
HML      -0.016328
dtype: float64, 44943: const     0.004644
vwretd    1.615339
SMB       0.015372
HML       0.003354
dtype: float64, 44951: const    -0.000130
vwretd    1.022822
SMB       0.002555
HML       0.003659
dtype: float64, 44952: const    -0.031919
vwretd    0.491162
SMB       0.002890
HML      -0.006852
dtype: float64, 44978: const     0.001733
vwretd    0.749588
SMB       0.012612
HML      -0.001070
dtype: float64, 44986: const     0.002022
vwretd    1.058474
SMB       0.004652
HML       0.004078
dtype: float64, 44987: const    -0.035282
vwretd    0.185186
SMB       0.000306
HML      -0.003190
dtype: float64, 44994: const    -0.002833
vwretd    1.452949
SMB       0.010138
HML       0.006560
dtype: float64, 45006: const     0.052878
vwretd   -5.286625
SMB       0.090402
HML      -0.017143
dtype: float64, 45007: const    -0.005150
vwretd    0.666941
SMB       0.014502
HML       0.006624
dtype: float64, 45014: const    -0.004792
vwretd    1.246902
SMB       0.017566
HML       0.002155
dtype: float64, 45015: const    -0.011084
vwretd    1.162215
SMB       0.012814
HML       0.011294
dtype: float64, 45022: const     0.006514
vwretd    1.193972
SMB       0.016247
HML      -0.003460
dtype: float64, 45023: const     0.019326
vwretd   -0.413415
SMB       0.021217
HML      -0.011168
dtype: float64, 45030: const    -0.010248
vwretd    1.524099
SMB       0.007452
HML       0.008652
dtype: float64, 45031: const     0.042740
vwretd   -0.255804
SMB       0.050234
HML       0.043133
dtype: float64, 45049: const    -0.003265
vwretd    1.442440
SMB      -0.007497
HML       0.006760
dtype: float64, 45050: const    -0.007970
vwretd    1.031005
SMB       0.001637
HML       0.008656
dtype: float64, 45057: const    -0.017331
vwretd    0.393632
SMB       0.022539
HML       0.008484
dtype: float64, 45058: const    -0.040446
vwretd    1.899210
SMB       0.048068
HML       0.027042
dtype: float64, 45065: const     0.009831
vwretd    1.279335
SMB      -0.002611
HML      -0.003960
dtype: float64, 45073: const    -0.011888
vwretd    0.605747
SMB       0.015835
HML       0.006874
dtype: float64, 45074: const     0.025115
vwretd    0.319470
SMB       0.030197
HML      -0.003348
dtype: float64, 45081: const     0.000036
vwretd    1.215581
SMB       0.000017
HML       0.003249
dtype: float64, 45082: const     -0.403223
vwretd    13.341654
SMB       -0.027969
HML        0.117691
dtype: float64, 45102: const    -0.006825
vwretd    1.257326
SMB       0.010716
HML       0.005256
dtype: float64, 45103: const     0.001631
vwretd    1.088523
SMB       0.017831
HML       0.006431
dtype: float64, 45110: const     0.003549
vwretd    0.767973
SMB       0.006493
HML       0.004452
dtype: float64, 45129: const    -0.001039
vwretd    1.083275
SMB       0.005530
HML       0.004845
dtype: float64, 45130: const    -0.010388
vwretd    1.640396
SMB       0.015938
HML       0.009745
dtype: float64, 45137: const     0.003434
vwretd    0.912332
SMB       0.007505
HML       0.004153
dtype: float64, 45145: const     0.013613
vwretd    1.521091
SMB       0.004802
HML      -0.006213
dtype: float64, 45146: const    -0.025236
vwretd    2.908964
SMB       0.027592
HML       0.022353
dtype: float64, 45153: const    -0.024619
vwretd    0.950866
SMB       0.032364
HML       0.020330
dtype: float64, 45154: const     0.053067
vwretd   -0.604236
SMB       0.051496
HML       0.009726
dtype: float64, 45161: const    -0.004756
vwretd    1.496352
SMB       0.006817
HML       0.009274
dtype: float64, 45188: const    -0.023979
vwretd    2.454442
SMB      -0.000650
HML      -0.002142
dtype: float64, 45189: const    -0.007907
vwretd    1.546200
SMB       0.016902
HML       0.011087
dtype: float64, 45196: const    -0.004292
vwretd    0.998204
SMB       0.009790
HML      -0.004922
dtype: float64, 45197: const     0.020144
vwretd    1.253253
SMB       0.010229
HML      -0.003628
dtype: float64, 45209: const    -0.003015
vwretd    0.999249
SMB       0.026255
HML       0.002087
dtype: float64, 45217: const     0.000427
vwretd    0.863989
SMB       0.008956
HML       0.000784
dtype: float64, 45225: const     0.000646
vwretd    1.262010
SMB       0.008939
HML       0.009109
dtype: float64, 45226: const     0.005977
vwretd    0.463459
SMB      -0.000880
HML       0.003472
dtype: float64, 45233: const    -0.017665
vwretd    1.690556
SMB       0.021293
HML       0.005527
dtype: float64, 45234: const    -0.008164
vwretd    0.500840
SMB       0.012290
HML       0.008872
dtype: float64, 45241: const     0.009528
vwretd    1.007872
SMB       0.008194
HML       0.002695
dtype: float64, 45242: const    -0.041695
vwretd    0.961175
SMB       0.004243
HML       0.009042
dtype: float64, 45268: const     0.013861
vwretd    0.512479
SMB       0.009136
HML      -0.010461
dtype: float64, 45269: const    -0.014266
vwretd   -4.122429
SMB       0.055556
HML      -0.045581
dtype: float64, 45276: const    -0.104763
vwretd   -1.891347
SMB       0.062736
HML       0.030327
dtype: float64, 45277: const     0.003653
vwretd    1.136446
SMB       0.006463
HML       0.008633
dtype: float64, 45284: const     0.066615
vwretd    3.392078
SMB       0.012350
HML      -0.006029
dtype: float64, 45285: const    -0.022138
vwretd    0.677188
SMB       0.015093
HML      -0.003286
dtype: float64, 45292: const     0.006142
vwretd    0.460818
SMB       0.019423
HML      -0.000070
dtype: float64, 45293: const    -0.105465
vwretd   -1.778406
SMB       0.072387
HML      -0.008288
dtype: float64, 45305: const     0.018835
vwretd    1.074443
SMB       0.018339
HML      -0.015899
dtype: float64, 45306: const     0.018623
vwretd    1.485492
SMB       0.020641
HML      -0.013561
dtype: float64, 45313: const    -0.007988
vwretd    1.171715
SMB       0.007330
HML       0.009236
dtype: float64, 45314: const     0.003474
vwretd    1.063787
SMB      -0.024094
HML      -0.029660
dtype: float64, 45321: const    -0.001345
vwretd    1.073731
SMB       0.013066
HML       0.011558
dtype: float64, 45322: const     0.050877
vwretd    0.105150
SMB      -0.013012
HML      -0.096882
dtype: float64, 45348: const    -0.003039
vwretd    0.738696
SMB       0.009159
HML       0.009912
dtype: float64, 45349: const    -0.034548
vwretd    1.635756
SMB       0.013819
HML       0.003251
dtype: float64, 45356: const     0.001200
vwretd    1.422377
SMB       0.001834
HML       0.001140
dtype: float64, 45357: const    -0.081923
vwretd    0.884896
SMB       0.013891
HML      -0.012006
dtype: float64, 45364: const    -0.002919
vwretd   -0.162533
SMB       0.013218
HML       0.018000
dtype: float64, 45372: const    -0.038674
vwretd    0.849955
SMB       0.020138
HML      -0.007148
dtype: float64, 45373: const     0.017213
vwretd    0.463461
SMB       0.014621
HML       0.002136
dtype: float64, 45380: const     0.005304
vwretd    1.127541
SMB       0.009348
HML       0.005461
dtype: float64, 45381: const     0.004047
vwretd    0.959460
SMB       0.015010
HML       0.002544
dtype: float64, 45399: const     0.005821
vwretd    0.916991
SMB       0.017161
HML      -0.004904
dtype: float64, 45400: const     0.010105
vwretd    0.894799
SMB       0.021415
HML      -0.006082
dtype: float64, 45401: const     0.001341
vwretd    1.120021
SMB       0.011558
HML       0.005042
dtype: float64, 45402: const     0.010939
vwretd    0.805748
SMB       0.009133
HML       0.002905
dtype: float64, 45428: const    -0.006287
vwretd    1.499702
SMB       0.002846
HML       0.002085
dtype: float64, 45429: const    -0.072345
vwretd    0.436750
SMB       0.002352
HML      -0.002938
dtype: float64, 45436: const     0.004844
vwretd    0.676558
SMB       0.016525
HML      -0.005344
dtype: float64, 45437: const     0.000432
vwretd    0.481283
SMB       0.007277
HML       0.003798
dtype: float64, 45444: const     0.003920
vwretd    1.230365
SMB       0.009256
HML      -0.000741
dtype: float64, 45452: const    -0.012841
vwretd    1.046299
SMB       0.016081
HML       0.006395
dtype: float64, 45460: const    -0.006405
vwretd    0.987145
SMB       0.011073
HML       0.005231
dtype: float64, 45479: const    -0.002866
vwretd    0.905476
SMB       0.006370
HML       0.001096
dtype: float64, 45480: const    -0.033077
vwretd    0.287954
SMB       0.031488
HML       0.013373
dtype: float64, 45487: const    -0.001893
vwretd    1.205742
SMB       0.003760
HML       0.004985
dtype: float64, 45495: const    -0.001147
vwretd    1.477470
SMB       0.003022
HML       0.002232
dtype: float64, 45496: const     0.069476
vwretd    4.001354
SMB      -0.005048
HML       0.000703
dtype: float64, 45508: const    -0.015044
vwretd    0.625579
SMB       0.007792
HML       0.003361
dtype: float64, 45509: const    -0.002784
vwretd    1.601694
SMB       0.021471
HML      -0.001764
dtype: float64, 45516: const     0.007248
vwretd    0.847516
SMB       0.018089
HML      -0.001445
dtype: float64, 45517: const     0.212046
vwretd    8.885049
SMB      -0.117738
HML      -0.160745
dtype: float64, 45524: const    -0.015911
vwretd    1.177565
SMB       0.018931
HML       0.008761
dtype: float64, 45525: const    -0.060630
vwretd    1.585731
SMB       0.001157
HML       0.027169
dtype: float64, 45532: const    -0.004212
vwretd    1.762592
SMB       0.040245
HML       0.042012
dtype: float64, 45540: const    -0.000058
vwretd    0.581268
SMB       0.020437
HML       0.002573
dtype: float64, 45559: const    -0.003714
vwretd    1.636510
SMB       0.005362
HML       0.008466
dtype: float64, 45560: const     0.004334
vwretd    0.962673
SMB       0.015117
HML      -0.004632
dtype: float64, 45567: const    -0.006042
vwretd    0.918635
SMB       0.016730
HML       0.007842
dtype: float64, 45568: const    -0.111654
vwretd    5.063770
SMB       0.070487
HML      -0.016559
dtype: float64, 45575: const    -0.009139
vwretd    0.947115
SMB       0.009687
HML       0.028676
dtype: float64, 45583: const     0.000735
vwretd    0.861917
SMB       0.008496
HML       0.002217
dtype: float64, 45584: const    -0.040862
vwretd    0.414745
SMB       0.010200
HML      -0.009301
dtype: float64, 45591: const    -0.000007
vwretd    0.689887
SMB       0.010467
HML       0.005169
dtype: float64, 45592: const    -0.003684
vwretd    1.483628
SMB       0.040999
HML       0.002758
dtype: float64, 45604: const     0.009518
vwretd    0.987980
SMB      -0.003985
HML      -0.004100
dtype: float64, 45605: const    -0.006748
vwretd    2.733818
SMB       0.020808
HML       0.020978
dtype: float64, 45612: const    -0.004749
vwretd    0.241074
SMB       0.020681
HML      -0.001413
dtype: float64, 45613: const    -0.027789
vwretd    0.814909
SMB       0.012124
HML       0.016719
dtype: float64, 45620: const     0.017420
vwretd    1.691505
SMB       0.007056
HML      -0.010437
dtype: float64, 45621: const     0.005230
vwretd   -0.193294
SMB       0.003325
HML       0.002652
dtype: float64, 45639: const    -0.012581
vwretd    1.280411
SMB       0.007956
HML       0.009629
dtype: float64, 45647: const    -0.004828
vwretd    1.408631
SMB       0.016320
HML       0.008071
dtype: float64, 45648: const    -0.098993
vwretd    2.622608
SMB       0.055167
HML      -0.053322
dtype: float64, 45655: const    -0.001431
vwretd    1.216156
SMB       0.013201
HML       0.009992
dtype: float64, 45656: const    -0.069367
vwretd    1.121957
SMB       0.033921
HML       0.020781
dtype: float64, 45663: const     0.000212
vwretd    0.805039
SMB       0.014448
HML       0.009712
dtype: float64, 45664: const    -0.042566
vwretd    1.693190
SMB      -0.022069
HML      -0.012829
dtype: float64, 45671: const     0.007342
vwretd    1.479443
SMB       0.011027
HML      -0.002049
dtype: float64, 45672: const     0.004945
vwretd    0.795528
SMB       0.008685
HML       0.003754
dtype: float64, 45698: const     0.003600
vwretd    0.561088
SMB       0.019542
HML       0.001865
dtype: float64, 45699: const     0.012507
vwretd    1.334558
SMB       0.008888
HML      -0.002392
dtype: float64, 45700: const     0.011071
vwretd    0.923352
SMB       0.012840
HML      -0.002058
dtype: float64, 45701: const     0.001609
vwretd   -0.381260
SMB       0.032112
HML       0.007169
dtype: float64, 45719: const    -0.008953
vwretd    0.487515
SMB       0.012555
HML       0.006386
dtype: float64, 45720: const    -0.000601
vwretd    0.783095
SMB       0.001344
HML       0.005735
dtype: float64, 45727: const     0.005746
vwretd    0.732450
SMB       0.008035
HML       0.008102
dtype: float64, 45728: const    -0.000485
vwretd    0.669236
SMB       0.007945
HML       0.001061
dtype: float64, 45735: const     0.000434
vwretd    0.832338
SMB       0.019148
HML       0.005075
dtype: float64, 45736: const    -0.015069
vwretd    1.241678
SMB       0.019488
HML      -0.000218
dtype: float64, 45743: const    -0.004737
vwretd    0.950258
SMB       0.010028
HML       0.007488
dtype: float64, 45744: const     0.007482
vwretd    0.675691
SMB       0.014891
HML       0.005631
dtype: float64, 45751: const     0.004437
vwretd    0.895866
SMB      -0.003635
HML       0.001409
dtype: float64, 45752: const     0.013183
vwretd    1.053060
SMB       0.006256
HML       0.001940
dtype: float64, 45778: const    -0.009918
vwretd    0.145596
SMB       0.030764
HML      -0.023373
dtype: float64, 45779: const    -0.023761
vwretd   -0.261974
SMB       0.011996
HML      -0.028753
dtype: float64, 45786: const    -0.004138
vwretd    1.993352
SMB       0.013741
HML       0.007155
dtype: float64, 45794: const     0.005435
vwretd    1.234009
SMB      -0.000723
HML      -0.001378
dtype: float64, 45795: const    -0.066512
vwretd    4.848343
SMB       0.018620
HML       0.018189
dtype: float64, 45807: const    -0.005557
vwretd    1.035988
SMB       0.016216
HML       0.016221
dtype: float64, 45815: const    -0.000141
vwretd    0.684193
SMB       0.020946
HML      -0.000325
dtype: float64, 45823: const    -0.005846
vwretd    1.237266
SMB       0.015423
HML       0.015771
dtype: float64, 45824: const     0.019983
vwretd   -0.011925
SMB       0.008270
HML      -0.009165
dtype: float64, 45831: const    -0.003374
vwretd    0.771382
SMB       0.014565
HML       0.006374
dtype: float64, 45832: const     0.008718
vwretd   -0.032786
SMB       0.001480
HML      -0.000688
dtype: float64, 45858: const    -0.000859
vwretd    0.768640
SMB      -0.001939
HML       0.008011
dtype: float64, 45859: const     0.017506
vwretd    0.031865
SMB       0.002727
HML       0.000504
dtype: float64, 45866: const    -0.001117
vwretd    1.278683
SMB       0.010880
HML       0.002204
dtype: float64, 45867: const     0.017782
vwretd    0.350901
SMB       0.001052
HML      -0.004532
dtype: float64, 45874: const    -0.001539
vwretd    1.128258
SMB       0.006345
HML       0.005309
dtype: float64, 45875: const    -0.030964
vwretd    1.861348
SMB       0.014620
HML       0.020586
dtype: float64, 45882: const    -0.005523
vwretd    1.365812
SMB       0.022365
HML       0.010653
dtype: float64, 45883: const    -0.025369
vwretd    0.329359
SMB       0.011101
HML       0.010647
dtype: float64, 45890: const    -0.010561
vwretd    1.241443
SMB       0.008522
HML       0.006989
dtype: float64, 45891: const     0.014263
vwretd    0.991230
SMB       0.008012
HML      -0.006412
dtype: float64, 45903: const     0.003434
vwretd    0.409992
SMB       0.021861
HML       0.008037
dtype: float64, 45911: const     0.006825
vwretd    1.451675
SMB       0.011570
HML      -0.002998
dtype: float64, 45938: const    -0.004273
vwretd    1.204136
SMB      -0.004858
HML      -0.007014
dtype: float64, 45939: const    -0.021080
vwretd    1.660425
SMB       0.058816
HML       0.070484
dtype: float64, 45946: const    -0.018714
vwretd    1.329661
SMB       0.023951
HML       0.016520
dtype: float64, 45947: const     0.004752
vwretd    0.603342
SMB       0.001715
HML       0.005544
dtype: float64, 45954: const     0.004918
vwretd    0.645093
SMB       0.012398
HML       0.003109
dtype: float64, 45955: const    -0.002758
vwretd    1.506325
SMB       0.028735
HML      -0.000431
dtype: float64, 45962: const     0.002763
vwretd    0.703481
SMB       0.015576
HML       0.002739
dtype: float64, 45963: const    -0.014893
vwretd   -0.047493
SMB       0.000542
HML       0.004010
dtype: float64, 45970: const    -0.007207
vwretd    1.355251
SMB       0.007597
HML       0.005217
dtype: float64, 45989: const     0.000932
vwretd    0.750917
SMB       0.018314
HML       0.006175
dtype: float64, 45997: const    -0.000241
vwretd    1.120092
SMB       0.021866
HML       0.001837
dtype: float64, 46009: const     0.005905
vwretd    0.877961
SMB       0.020512
HML      -0.003614
dtype: float64, 46010: const     0.015726
vwretd   -0.795277
SMB       0.003603
HML      -0.028702
dtype: float64, 46017: const    -0.000756
vwretd    0.638796
SMB       0.000326
HML       0.007042
dtype: float64, 46018: const     0.001529
vwretd    0.866209
SMB       0.006884
HML      -0.007721
dtype: float64, 46025: const    -0.008185
vwretd    1.090835
SMB       0.017547
HML       0.003378
dtype: float64, 46026: const     0.012787
vwretd    1.037787
SMB       0.025715
HML      -0.000414
dtype: float64, 46033: const    -0.003415
vwretd    1.293925
SMB       0.021862
HML       0.003407
dtype: float64, 46034: const     0.008100
vwretd    0.142960
SMB       0.000727
HML       0.000172
dtype: float64, 46041: const    -0.010068
vwretd    1.094357
SMB       0.013158
HML       0.008786
dtype: float64, 46042: const     0.017840
vwretd    0.796637
SMB       0.008978
HML       0.001572
dtype: float64, 46068: const     0.006755
vwretd    0.959331
SMB       0.003650
HML       0.003683
dtype: float64, 46076: const     0.005490
vwretd    0.496584
SMB       0.008318
HML       0.004435
dtype: float64, 46077: const    -0.004639
vwretd    1.611630
SMB       0.005785
HML       0.005198
dtype: float64, 46084: const    -0.024315
vwretd    1.837646
SMB       0.001695
HML       0.009965
dtype: float64, 46085: const     0.004933
vwretd    0.507196
SMB      -0.002906
HML       0.001712
dtype: float64, 46092: const     0.006970
vwretd    0.660822
SMB       0.000344
HML      -0.002070
dtype: float64, 46093: const     0.001754
vwretd    1.262164
SMB       0.007620
HML       0.006088
dtype: float64, 46105: const    -0.006492
vwretd    0.979171
SMB       0.025234
HML       0.007593
dtype: float64, 46106: const    -0.007351
vwretd    0.399178
SMB       0.022346
HML       0.005274
dtype: float64, 46113: const    -0.015015
vwretd    0.453498
SMB       0.025093
HML       0.007934
dtype: float64, 46114: const    -0.003053
vwretd    0.834520
SMB       0.016466
HML       0.003724
dtype: float64, 46121: const    -0.014581
vwretd    1.614819
SMB       0.022730
HML       0.002221
dtype: float64, 46122: const    -0.058140
vwretd    1.972940
SMB       0.020861
HML       0.010269
dtype: float64, 46148: const     0.003120
vwretd    0.946791
SMB       0.016892
HML       0.008076
dtype: float64, 46149: const     0.002531
vwretd    1.441060
SMB       0.010171
HML       0.006823
dtype: float64, 46156: const     0.002103
vwretd    0.633358
SMB       0.005608
HML       0.006040
dtype: float64, 46157: const     0.003974
vwretd    0.401404
SMB       0.002974
HML       0.005524
dtype: float64, 46164: const     0.004118
vwretd    1.137421
SMB       0.014275
HML       0.001136
dtype: float64, 46165: const    -0.080597
vwretd    1.091081
SMB       0.028074
HML       0.003360
dtype: float64, 46172: const     0.000678
vwretd    1.410274
SMB       0.020587
HML       0.003283
dtype: float64, 46173: const     0.005113
vwretd    1.415148
SMB       0.017064
HML       0.003777
dtype: float64, 46180: const    -0.008433
vwretd    0.261331
SMB       0.013949
HML       0.011643
dtype: float64, 46181: const     0.003398
vwretd    1.209154
SMB       0.006127
HML       0.002239
dtype: float64, 46199: const     0.001403
vwretd    1.160252
SMB       0.016102
HML      -0.005364
dtype: float64, 46200: const    -0.417314
vwretd    0.001511
SMB      -0.063432
HML       0.320672
dtype: float64, 46201: const     0.011316
vwretd    1.152667
SMB       0.009469
HML      -0.004335
dtype: float64, 46202: const     0.033629
vwretd    0.866597
SMB       0.009053
HML      -0.002056
dtype: float64, 46228: const    -0.003864
vwretd    1.520050
SMB      -0.003203
HML      -0.002950
dtype: float64, 46229: const    -0.000982
vwretd    1.165764
SMB       0.016872
HML       0.002933
dtype: float64, 46236: const     0.005164
vwretd    0.891913
SMB       0.011988
HML      -0.001545
dtype: float64, 46237: const    -0.007338
vwretd    0.937109
SMB       0.004155
HML       0.002873
dtype: float64, 46244: const    -0.042471
vwretd   -0.059345
SMB       0.030698
HML       0.023990
dtype: float64, 46245: const     0.002576
vwretd    1.139956
SMB       0.013368
HML       0.011718
dtype: float64, 46252: const     0.007469
vwretd    0.828489
SMB       0.011609
HML       0.000718
dtype: float64, 46253: const    -0.059328
vwretd   -0.828875
SMB       0.035742
HML       0.020439
dtype: float64, 46260: const     0.005035
vwretd    1.186205
SMB       0.020065
HML       0.001412
dtype: float64, 46261: const    -0.045735
vwretd    1.606615
SMB      -0.022550
HML      -0.014617
dtype: float64, 46279: const     0.005019
vwretd    1.177400
SMB       0.016091
HML      -0.001103
dtype: float64, 46287: const    -0.013049
vwretd    0.461536
SMB       0.014529
HML       0.004224
dtype: float64, 46288: const    -0.002253
vwretd    1.481401
SMB       0.010789
HML       0.000847
dtype: float64, 46295: const    -0.009114
vwretd    1.724127
SMB       0.006238
HML       0.003234
dtype: float64, 46296: const     0.006288
vwretd    1.122294
SMB       0.012332
HML       0.005168
dtype: float64, 46308: const    -0.003372
vwretd    1.488488
SMB       0.019427
HML       0.005432
dtype: float64, 46309: const     0.006333
vwretd    0.227411
SMB      -0.000390
HML       0.001662
dtype: float64, 46317: const     0.002077
vwretd    8.011823
SMB      -0.137902
HML      -0.074872
dtype: float64, 46324: const    -0.011286
vwretd    1.476718
SMB       0.008573
HML       0.003815
dtype: float64, 46325: const     0.004876
vwretd    0.812562
SMB       0.016192
HML      -0.008033
dtype: float64, 46332: const    -0.006480
vwretd    0.801552
SMB       0.012286
HML       0.005145
dtype: float64, 46333: const    -0.030028
vwretd    1.002784
SMB       0.017563
HML       0.006675
dtype: float64, 46340: const    -0.000463
vwretd    1.590111
SMB       0.011109
HML       0.000441
dtype: float64, 46359: const     0.007087
vwretd    1.283878
SMB       0.006341
HML       0.005194
dtype: float64, 46360: const     0.002407
vwretd    1.253791
SMB      -0.000045
HML       0.018303
dtype: float64, 46367: const    -0.023331
vwretd    0.883582
SMB       0.017788
HML      -0.005865
dtype: float64, 46375: const     0.008507
vwretd    1.357563
SMB       0.024670
HML      -0.003381
dtype: float64, 46376: const    -0.030035
vwretd    1.839083
SMB       0.005371
HML      -0.001878
dtype: float64, 46383: const    -0.002102
vwretd    1.239543
SMB       0.006672
HML       0.003604
dtype: float64, 46384: const    -0.040374
vwretd    1.385711
SMB       0.002954
HML      -0.012697
dtype: float64, 46391: const     0.008380
vwretd    1.100472
SMB       0.001704
HML      -0.001851
dtype: float64, 46392: const     0.004470
vwretd    0.985014
SMB       0.009168
HML       0.007473
dtype: float64, 46404: const     0.007380
vwretd    1.008625
SMB       0.004103
HML       0.004281
dtype: float64, 46405: const     0.003540
vwretd    0.390871
SMB       0.006344
HML       0.004126
dtype: float64, 46412: const     0.001740
vwretd    1.209326
SMB       0.007400
HML      -0.003113
dtype: float64, 46413: const     0.006661
vwretd    0.727795
SMB       0.005747
HML       0.007472
dtype: float64, 46420: const    -0.000711
vwretd    1.145904
SMB       0.009717
HML      -0.001633
dtype: float64, 46421: const     0.005374
vwretd    0.789985
SMB       0.009972
HML       0.002286
dtype: float64, 46439: const    -0.002101
vwretd    0.339394
SMB       0.018541
HML       0.011264
dtype: float64, 46440: const     0.000410
vwretd    0.516774
SMB       0.015718
HML       0.002652
dtype: float64, 46447: const     0.002256
vwretd    1.019489
SMB       0.003824
HML      -0.001609
dtype: float64, 46448: const     0.020840
vwretd    1.446832
SMB       0.003948
HML      -0.003113
dtype: float64, 46455: const     0.000350
vwretd    1.387243
SMB       0.018537
HML       0.014089
dtype: float64, 46456: const    -0.025443
vwretd   -0.181446
SMB       0.003243
HML       0.007832
dtype: float64, 46463: const    -0.006537
vwretd    1.099132
SMB       0.015096
HML       0.007054
dtype: float64, 46464: const    -0.042965
vwretd   -0.645585
SMB       0.013560
HML      -0.001041
dtype: float64, 46471: const    -0.003921
vwretd    0.920905
SMB       0.006310
HML       0.003122
dtype: float64, 46472: const    -0.005989
vwretd    0.447388
SMB      -0.009816
HML      -0.010054
dtype: float64, 46498: const     0.007229
vwretd    0.373618
SMB       0.025306
HML      -0.003237
dtype: float64, 46499: const     0.054304
vwretd   -0.620493
SMB       0.037298
HML       0.004209
dtype: float64, 46500: const     0.010258
vwretd    0.442930
SMB       0.024669
HML       0.002856
dtype: float64, 46501: const    -0.039662
vwretd    0.697215
SMB       0.016439
HML       0.009598
dtype: float64, 46519: const     0.003354
vwretd    0.913012
SMB       0.018247
HML       0.004450
dtype: float64, 46520: const     0.056490
vwretd   -0.701754
SMB       0.011514
HML      -0.053000
dtype: float64, 46527: const     0.009950
vwretd    0.441825
SMB       0.014660
HML       0.000546
dtype: float64, 46535: const     0.006369
vwretd    0.354767
SMB       0.004135
HML       0.003730
dtype: float64, 46543: const    -0.000115
vwretd    1.123548
SMB       0.005451
HML       0.002782
dtype: float64, 46544: const     0.010845
vwretd    1.031131
SMB       0.010661
HML      -0.004143
dtype: float64, 46551: const     0.003750
vwretd    1.143458
SMB       0.018361
HML      -0.000552
dtype: float64, 46552: const    -0.000465
vwretd   -0.127643
SMB       0.035593
HML       0.000129
dtype: float64, 46578: const     0.007067
vwretd    0.690696
SMB      -0.001259
HML       0.000020
dtype: float64, 46586: const     0.005738
vwretd    1.235122
SMB       0.011251
HML      -0.000009
dtype: float64, 46587: const    -0.013386
vwretd   -1.232149
SMB       0.041382
HML      -0.059081
dtype: float64, 46594: const    -0.002802
vwretd    1.320220
SMB       0.002607
HML       0.003927
dtype: float64, 46595: const    -0.054920
vwretd   -1.337584
SMB       0.040172
HML      -0.021533
dtype: float64, 46607: const     0.003291
vwretd    0.497237
SMB       0.014237
HML       0.002354
dtype: float64, 46608: const    -0.003291
vwretd    0.107209
SMB       0.016355
HML       0.004789
dtype: float64, 46615: const    -0.011986
vwretd    1.331828
SMB       0.020536
HML       0.007476
dtype: float64, 46616: const     0.018885
vwretd    1.121829
SMB       0.000180
HML      -0.010416
dtype: float64, 46623: const     0.001052
vwretd    0.880829
SMB      -0.002326
HML       0.003976
dtype: float64, 46624: const    -0.016010
vwretd    0.661674
SMB       0.049013
HML       0.004573
dtype: float64, 46631: const     0.001286
vwretd    1.264008
SMB       0.021261
HML       0.010210
dtype: float64, 46632: const    -0.004770
vwretd    0.619483
SMB       0.034978
HML      -0.000244
dtype: float64, 46658: const    -0.003003
vwretd    1.104646
SMB      -0.002416
HML       0.001979
dtype: float64, 46659: const    -0.008321
vwretd    0.993939
SMB       0.012678
HML      -0.002802
dtype: float64, 46666: const     0.008998
vwretd    1.260202
SMB       0.008431
HML       0.002859
dtype: float64, 46667: const    -0.145682
vwretd   -0.002815
SMB       0.221980
HML       0.060218
dtype: float64, 46674: const     0.004057
vwretd    0.851192
SMB      -0.000374
HML       0.001799
dtype: float64, 46682: const     0.005721
vwretd    1.173992
SMB      -0.003489
HML      -0.000335
dtype: float64, 46683: const    -0.013613
vwretd    0.039493
SMB       0.067448
HML      -0.000744
dtype: float64, 46690: const    -0.000174
vwretd    1.280426
SMB       0.003491
HML       0.008066
dtype: float64, 46691: const    -0.043584
vwretd    4.617117
SMB       0.033139
HML      -0.014970
dtype: float64, 46703: const    -0.002495
vwretd    1.374374
SMB       0.005646
HML       0.008245
dtype: float64, 46704: const    -0.003141
vwretd    0.946337
SMB       0.009566
HML       0.004491
dtype: float64, 46711: const     0.003228
vwretd    0.642229
SMB       0.011093
HML       0.000413
dtype: float64, 46712: const     0.025385
vwretd    0.884960
SMB       0.014310
HML      -0.011496
dtype: float64, 46738: const     0.000935
vwretd    0.704099
SMB       0.009317
HML       0.003132
dtype: float64, 46739: const     0.003710
vwretd    1.206024
SMB       0.005113
HML      -0.002163
dtype: float64, 46746: const    -0.013104
vwretd    0.688215
SMB       0.034114
HML       0.016101
dtype: float64, 46747: const    -0.000299
vwretd    1.473639
SMB       0.003385
HML      -0.002537
dtype: float64, 46754: const     0.000867
vwretd    1.444021
SMB       0.010552
HML      -0.003819
dtype: float64, 46755: const    -0.052711
vwretd   -0.354653
SMB      -0.055116
HML      -0.011906
dtype: float64, 46762: const    -0.009744
vwretd    0.867857
SMB       0.006334
HML       0.003543
dtype: float64, 46763: const     0.004300
vwretd    0.530417
SMB       0.010722
HML       0.000936
dtype: float64, 46770: const     0.002042
vwretd    1.501351
SMB       0.019034
HML       0.001097
dtype: float64, 46789: const     0.061667
vwretd   -0.401070
SMB       0.027178
HML      -0.030988
dtype: float64, 46790: const     0.002166
vwretd    1.122409
SMB       0.013156
HML       0.005669
dtype: float64, 46797: const    -0.006814
vwretd    2.228686
SMB       0.043145
HML       0.032181
dtype: float64, 46798: const    -0.070325
vwretd    1.551068
SMB       0.006640
HML       0.045312
dtype: float64, 46818: const     0.002592
vwretd    0.933669
SMB       0.009012
HML       0.002668
dtype: float64, 46819: const     0.004554
vwretd    0.723556
SMB       0.007144
HML       0.001827
dtype: float64, 46826: const    -0.015636
vwretd    1.554367
SMB       0.021911
HML       0.010927
dtype: float64, 46827: const    -0.000843
vwretd    0.585901
SMB       0.018797
HML       0.008816
dtype: float64, 46834: const     0.007019
vwretd    1.029804
SMB       0.016197
HML       0.006346
dtype: float64, 46835: const     0.012589
vwretd    0.858252
SMB       0.016444
HML       0.002499
dtype: float64, 46842: const     0.000052
vwretd    1.037617
SMB       0.001366
HML       0.007178
dtype: float64, 46843: const     0.008162
vwretd    0.751304
SMB       0.007359
HML       0.004558
dtype: float64, 46850: const    -0.002533
vwretd    1.153116
SMB      -0.004288
HML       0.004089
dtype: float64, 46851: const     0.012467
vwretd    0.139935
SMB       0.003134
HML      -0.001688
dtype: float64, 46869: const    -0.012867
vwretd    0.681011
SMB       0.019194
HML       0.010442
dtype: float64, 46870: const     0.001622
vwretd    0.882449
SMB       0.010379
HML       0.008631
dtype: float64, 46877: const     0.005996
vwretd    0.900719
SMB      -0.000192
HML      -0.001805
dtype: float64, 46878: const    -0.019377
vwretd    1.060039
SMB       0.028642
HML      -0.002440
dtype: float64, 46885: const    -0.013662
vwretd    0.709900
SMB       0.009029
HML       0.003696
dtype: float64, 46886: const     0.006097
vwretd    1.731113
SMB       0.007342
HML      -0.004768
dtype: float64, 46893: const     0.000090
vwretd    1.175427
SMB       0.008590
HML       0.006567
dtype: float64, 46894: const    -0.026977
vwretd    1.424657
SMB       0.007370
HML       0.001075
dtype: float64, 46906: const     0.005188
vwretd    0.958736
SMB       0.002120
HML      -0.002066
dtype: float64, 46907: const     0.033298
vwretd    0.567911
SMB       0.026447
HML      -0.004463
dtype: float64, 46914: const    -0.001049
vwretd    0.544113
SMB       0.008184
HML       0.009673
dtype: float64, 46915: const    -0.007643
vwretd    1.036344
SMB       0.015512
HML       0.005872
dtype: float64, 46922: const    -0.001827
vwretd    1.246678
SMB       0.005712
HML       0.002918
dtype: float64, 46923: const     0.007944
vwretd    0.674693
SMB       0.004034
HML       0.002665
dtype: float64, 46930: const     0.000668
vwretd    1.974033
SMB       0.008996
HML       0.025351
dtype: float64, 46931: const     0.002902
vwretd    0.881631
SMB       0.007188
HML       0.003589
dtype: float64, 46949: const     0.008629
vwretd    0.665933
SMB       0.016183
HML      -0.001313
dtype: float64, 46950: const     0.006319
vwretd    1.542770
SMB       0.014478
HML       0.002373
dtype: float64, 46957: const     0.006138
vwretd    0.738223
SMB       0.017630
HML      -0.000966
dtype: float64, 46958: const     0.006764
vwretd    0.369412
SMB       0.002775
HML       0.000810
dtype: float64, 46965: const    -0.001383
vwretd    1.363246
SMB       0.014279
HML       0.016087
dtype: float64, 46966: const    -0.018745
vwretd    0.884925
SMB       0.015226
HML       0.013282
dtype: float64, 46973: const    -0.021021
vwretd    0.452771
SMB       0.027005
HML       0.008740
dtype: float64, 46974: const    -0.001276
vwretd    1.199665
SMB       0.017515
HML      -0.001379
dtype: float64, 46981: const     0.000949
vwretd    0.896894
SMB       0.010711
HML       0.008544
dtype: float64, 47001: const     0.005288
vwretd    1.636745
SMB       0.002112
HML      -0.002033
dtype: float64, 47002: const     0.000448
vwretd    0.965938
SMB       0.008376
HML       0.005041
dtype: float64, 47028: const     0.002789
vwretd    1.288432
SMB       0.020248
HML       0.003892
dtype: float64, 47029: const     0.017345
vwretd    0.288799
SMB       0.013505
HML      -0.004634
dtype: float64, 47036: const    -0.004412
vwretd    0.882545
SMB       0.008661
HML       0.008806
dtype: float64, 47037: const    -0.005400
vwretd    1.171920
SMB       0.012388
HML      -0.004058
dtype: float64, 47044: const     0.012863
vwretd   -0.015719
SMB       0.045165
HML      -0.004603
dtype: float64, 47052: const     0.001777
vwretd    0.976567
SMB      -0.000803
HML       0.004563
dtype: float64, 47053: const    -0.001792
vwretd    0.382543
SMB       0.022885
HML      -0.000752
dtype: float64, 47060: const    -0.014163
vwretd    1.761979
SMB       0.011739
HML       0.008995
dtype: float64, 47061: const     0.006862
vwretd    0.056011
SMB       0.002646
HML      -0.003819
dtype: float64, 47079: const    -0.001315
vwretd    1.300063
SMB      -0.001678
HML       0.004483
dtype: float64, 47080: const    -0.041747
vwretd    0.624509
SMB       0.007977
HML       0.023592
dtype: float64, 47087: const     0.063381
vwretd    3.174166
SMB      -0.004197
HML       0.019240
dtype: float64, 47088: const     0.001041
vwretd    0.649776
SMB       0.004989
HML       0.005622
dtype: float64, 47095: const     0.011965
vwretd    0.477656
SMB       0.006173
HML       0.006228
dtype: float64, 47096: const     0.010043
vwretd    0.322082
SMB       0.014300
HML       0.007156
dtype: float64, 47108: const     0.005713
vwretd    1.133707
SMB       0.014761
HML       0.002970
dtype: float64, 47109: const    -0.010709
vwretd    0.309971
SMB       0.010505
HML       0.005756
dtype: float64, 47116: const    -0.000277
vwretd    1.365890
SMB       0.013661
HML      -0.002800
dtype: float64, 47124: const    -0.005631
vwretd    1.271689
SMB       0.016300
HML      -0.019597
dtype: float64, 47125: const     0.039650
vwretd    0.500086
SMB       0.020634
HML      -0.012729
dtype: float64, 47132: const     0.013451
vwretd    1.347136
SMB       0.006069
HML       0.000260
dtype: float64, 47133: const     0.003562
vwretd    1.026915
SMB       0.010515
HML       0.006077
dtype: float64, 47140: const     0.001247
vwretd    0.868994
SMB       0.011250
HML       0.005748
dtype: float64, 47141: const    -0.008313
vwretd    1.041770
SMB       0.002298
HML       0.000526
dtype: float64, 47159: const    -0.001620
vwretd    1.264597
SMB       0.000720
HML       0.008361
dtype: float64, 47167: const    -0.000183
vwretd    0.905474
SMB       0.012711
HML       0.002182
dtype: float64, 47168: const    -0.018390
vwretd   -0.156256
SMB       0.013107
HML       0.008531
dtype: float64, 47175: const     0.002036
vwretd    1.542218
SMB       0.007299
HML       0.001899
dtype: float64, 47176: const     0.510935
vwretd    0.369743
SMB      -0.759153
HML       0.757716
dtype: float64, 47183: const     0.001448
vwretd    0.927721
SMB       0.012563
HML       0.003266
dtype: float64, 47184: const    -0.000708
vwretd   -1.036336
SMB       0.064715
HML      -0.010207
dtype: float64, 47191: const    -0.021114
vwretd    0.877684
SMB       0.025350
HML       0.008322
dtype: float64, 47204: const    -0.009600
vwretd    0.960964
SMB       0.021568
HML       0.007146
dtype: float64, 47205: const     0.001627
vwretd    1.276271
SMB       0.001490
HML       0.004232
dtype: float64, 47212: const     0.007091
vwretd   -0.012911
SMB       0.042021
HML       0.007709
dtype: float64, 47213: const    -0.069592
vwretd    8.453205
SMB      -0.118352
HML      -0.027638
dtype: float64, 47220: const     0.007177
vwretd    1.251829
SMB       0.018608
HML       0.010901
dtype: float64, 47221: const    -0.059458
vwretd    1.589999
SMB      -0.010816
HML      -0.000934
dtype: float64, 47240: const     0.022083
vwretd   -0.447931
SMB       0.014765
HML       0.000919
dtype: float64, 47247: const     0.000002
vwretd    0.587676
SMB       0.016853
HML      -0.002117
dtype: float64, 47248: const     0.013188
vwretd    0.906173
SMB       0.005997
HML      -0.001396
dtype: float64, 47255: const     0.004786
vwretd    1.075236
SMB       0.012792
HML      -0.000154
dtype: float64, 47263: const    -0.044980
vwretd    2.067715
SMB      -0.011816
HML      -0.011150
dtype: float64, 47264: const    -0.012544
vwretd    2.258099
SMB      -0.003482
HML       0.004469
dtype: float64, 47271: const    -0.007011
vwretd    0.833681
SMB       0.006623
HML       0.005196
dtype: float64, 47272: const    -0.070161
vwretd    1.333466
SMB      -0.007921
HML       0.007055
dtype: float64, 47298: const    -0.003751
vwretd    0.954699
SMB       0.022369
HML       0.012234
dtype: float64, 47300: const    -0.001509
vwretd    1.104118
SMB       0.001022
HML       0.002407
dtype: float64, 47301: const     0.065601
vwretd   -0.300077
SMB       0.005467
HML      -0.025934
dtype: float64, 47319: const     0.023596
vwretd    0.933162
SMB       0.009412
HML       0.014611
dtype: float64, 47320: const     0.027274
vwretd    0.692260
SMB       0.014670
HML      -0.013416
dtype: float64, 47327: const     0.008365
vwretd    1.640516
SMB       0.017514
HML      -0.003041
dtype: float64, 47328: const     0.005195
vwretd    1.758064
SMB       0.009884
HML      -0.022663
dtype: float64, 47335: const     0.001008
vwretd    1.121727
SMB       0.020115
HML       0.003976
dtype: float64, 47336: const    -0.031333
vwretd   -0.367676
SMB       0.093748
HML       0.037318
dtype: float64, 47343: const    -0.002549
vwretd    1.221171
SMB       0.015096
HML       0.010386
dtype: float64, 47351: const    -0.010042
vwretd    0.944721
SMB       0.021719
HML       0.000251
dtype: float64, 47352: const    -0.099423
vwretd    1.781484
SMB       0.036747
HML       0.007257
dtype: float64, 47378: const     0.038672
vwretd    0.941252
SMB       0.002920
HML      -0.023253
dtype: float64, 47379: const    -0.001882
vwretd    1.079085
SMB       0.007707
HML       0.006464
dtype: float64, 47386: const     0.003980
vwretd    1.297716
SMB       0.000489
HML       0.014953
dtype: float64, 47387: const     0.004677
vwretd    1.107586
SMB       0.005265
HML       0.005542
dtype: float64, 47394: const     0.003978
vwretd    0.535524
SMB       0.008906
HML       0.001085
dtype: float64, 47395: const     0.002633
vwretd    1.222135
SMB       0.003585
HML       0.001697
dtype: float64, 47407: const     0.006732
vwretd    0.390875
SMB       0.017970
HML       0.002044
dtype: float64, 47408: const    -0.018709
vwretd    0.891860
SMB       0.005769
HML       0.011012
dtype: float64, 47415: const     0.009083
vwretd    1.021354
SMB       0.010205
HML       0.007783
dtype: float64, 47416: const     0.008507
vwretd    0.754260
SMB      -0.001593
HML      -0.016164
dtype: float64, 47423: const     0.001568
vwretd    0.758188
SMB       0.008438
HML       0.002917
dtype: float64, 47424: const    -0.047920
vwretd    1.160863
SMB       0.018209
HML       0.003445
dtype: float64, 47431: const     0.011528
vwretd    0.521277
SMB       0.006765
HML       0.003551
dtype: float64, 47458: const     0.001817
vwretd    1.336098
SMB       0.014977
HML       0.003369
dtype: float64, 47459: const     0.011892
vwretd    0.717954
SMB       0.009519
HML       0.002818
dtype: float64, 47466: const    -0.001746
vwretd    1.083951
SMB       0.005081
HML       0.003193
dtype: float64, 47467: const     0.013536
vwretd    0.834910
SMB       0.001333
HML       0.006355
dtype: float64, 47474: const     0.013412
vwretd    0.602462
SMB       0.012246
HML       0.005905
dtype: float64, 47482: const    -0.011335
vwretd    0.597957
SMB       0.023340
HML      -0.024614
dtype: float64, 47483: const    -0.002383
vwretd    0.854308
SMB       0.011589
HML       0.004517
dtype: float64, 47490: const     0.002866
vwretd    0.829828
SMB       0.006338
HML       0.006412
dtype: float64, 47491: const     0.019607
vwretd    0.202826
SMB      -0.006334
HML      -0.010877
dtype: float64, 47503: const    -0.016951
vwretd    1.535763
SMB       0.020296
HML       0.004664
dtype: float64, 47504: const     0.007425
vwretd   -0.006074
SMB      -0.000233
HML       0.000041
dtype: float64, 47511: const     0.002677
vwretd    0.852855
SMB       0.005789
HML       0.004513
dtype: float64, 47538: const     0.005713
vwretd    0.751602
SMB       0.013693
HML       0.003292
dtype: float64, 47539: const    -0.003474
vwretd    0.335604
SMB       0.010161
HML       0.005952
dtype: float64, 47546: const    -0.012606
vwretd    0.774742
SMB       0.003925
HML       0.009384
dtype: float64, 47547: const     0.009428
vwretd    0.660730
SMB       0.011278
HML      -0.003040
dtype: float64, 47554: const    -0.004784
vwretd    0.699900
SMB       0.014601
HML       0.003562
dtype: float64, 47555: const     0.001529
vwretd    1.102485
SMB       0.007893
HML      -0.013581
dtype: float64, 47562: const    -0.018604
vwretd    0.999200
SMB       0.014426
HML       0.021687
dtype: float64, 47563: const    -0.010656
vwretd    1.274729
SMB       0.013981
HML       0.010428
dtype: float64, 47570: const    -0.002121
vwretd    1.013772
SMB       0.020143
HML       0.016124
dtype: float64, 47571: const     0.002235
vwretd    0.624893
SMB       0.006632
HML       0.004087
dtype: float64, 47589: const    -0.018937
vwretd    1.125608
SMB       0.029313
HML       0.000468
dtype: float64, 47590: const     0.008613
vwretd    0.565762
SMB      -0.008729
HML      -0.009746
dtype: float64, 47597: const     0.018012
vwretd    0.637183
SMB       0.017090
HML      -0.000096
dtype: float64, 47598: const    -0.073799
vwretd    0.852409
SMB       0.063831
HML       0.013506
dtype: float64, 47618: const     0.002069
vwretd    0.622440
SMB       0.014292
HML       0.004479
dtype: float64, 47619: const     0.000181
vwretd    1.519266
SMB       0.002262
HML      -0.002024
dtype: float64, 47626: const    -0.004515
vwretd    1.239781
SMB       0.000757
HML       0.007948
dtype: float64, 47627: const     0.017047
vwretd    0.240435
SMB       0.003636
HML       0.038582
dtype: float64, 47634: const    -0.004071
vwretd    1.091158
SMB       0.005654
HML       0.002483
dtype: float64, 47635: const    -0.026626
vwretd    1.031010
SMB       0.015533
HML       0.012035
dtype: float64, 47642: const    -0.004599
vwretd    1.756629
SMB       0.011420
HML       0.009355
dtype: float64, 47643: const     0.007063
vwretd    1.081572
SMB       0.006668
HML       0.009657
dtype: float64, 47650: const     0.008723
vwretd    1.183168
SMB       0.020505
HML       0.004902
dtype: float64, 47669: const    -0.003935
vwretd    0.884701
SMB       0.034726
HML       0.012164
dtype: float64, 47670: const     0.019944
vwretd    0.256514
SMB       0.016450
HML       0.003922
dtype: float64, 47677: const     0.001837
vwretd    1.017168
SMB      -0.000585
HML       0.000795
dtype: float64, 47678: const     0.005664
vwretd    1.263197
SMB       0.011575
HML       0.013839
dtype: float64, 47685: const     0.076332
vwretd    0.265339
SMB       0.035537
HML       0.020663
dtype: float64, 47686: const     0.010164
vwretd    1.533529
SMB       0.009058
HML      -0.003845
dtype: float64, 47693: const    -0.006987
vwretd    0.782248
SMB       0.026116
HML       0.004318
dtype: float64, 47694: const     0.004690
vwretd    0.309641
SMB       0.006957
HML       0.001708
dtype: float64, 47706: const     0.001181
vwretd    1.038318
SMB       0.008032
HML       0.006306
dtype: float64, 47707: const     0.008327
vwretd    0.859571
SMB       0.004890
HML       0.002627
dtype: float64, 47714: const     0.004284
vwretd    1.226482
SMB       0.012640
HML       0.000181
dtype: float64, 47715: const    -0.000733
vwretd    0.873406
SMB       0.008516
HML       0.006782
dtype: float64, 47722: const    -0.000236
vwretd    0.648634
SMB       0.009054
HML      -0.002421
dtype: float64, 47723: const    -0.011746
vwretd    0.420261
SMB       0.005285
HML       0.008664
dtype: float64, 47730: const     0.001492
vwretd    0.866638
SMB       0.008243
HML       0.004114
dtype: float64, 47731: const     0.020324
vwretd    1.079821
SMB       0.029980
HML      -0.004691
dtype: float64, 47749: const     0.003841
vwretd    0.225287
SMB       0.008010
HML      -0.001186
dtype: float64, 47750: const    -0.010079
vwretd    0.979780
SMB       0.026414
HML       0.004925
dtype: float64, 47757: const    -0.003009
vwretd    0.385757
SMB       0.005541
HML      -0.003622
dtype: float64, 47758: const    -0.135825
vwretd    3.985377
SMB      -0.012679
HML       0.023551
dtype: float64, 47765: const     0.005078
vwretd    0.616488
SMB       0.007451
HML       0.005515
dtype: float64, 47766: const     0.012646
vwretd    0.649180
SMB       0.009890
HML       0.007701
dtype: float64, 47773: const     0.000143
vwretd    0.857336
SMB       0.001185
HML       0.001424
dtype: float64, 47781: const     0.031963
vwretd    0.762325
SMB      -0.002121
HML      -0.009903
dtype: float64, 47782: const     0.013492
vwretd    0.351282
SMB       0.001150
HML       0.000104
dtype: float64, 47802: const    -0.001543
vwretd    0.932749
SMB       0.005235
HML       0.006946
dtype: float64, 47803: const     0.021174
vwretd    0.150466
SMB       0.001604
HML       0.005526
dtype: float64, 47810: const     0.003151
vwretd    0.831363
SMB       0.014762
HML       0.004853
dtype: float64, 47811: const     0.036388
vwretd   -0.233168
SMB      -0.028763
HML      -0.030666
dtype: float64, 47829: const    -0.000050
vwretd    1.230279
SMB       0.010026
HML      -0.006393
dtype: float64, 47837: const     0.011012
vwretd    0.935827
SMB      -0.000288
HML      -0.005382
dtype: float64, 47838: const     0.089975
vwretd    1.389524
SMB      -0.004016
HML      -0.001945
dtype: float64, 47845: const     0.009046
vwretd    1.104903
SMB       0.008664
HML      -0.007353
dtype: float64, 47846: const     0.194889
vwretd    2.160345
SMB      -0.060994
HML      -0.047526
dtype: float64, 47853: const     0.004025
vwretd    1.330136
SMB       0.022201
HML       0.004667
dtype: float64, 47854: const    -0.001453
vwretd   -2.534226
SMB       0.010701
HML      -0.028730
dtype: float64, 47861: const     0.003577
vwretd    0.635917
SMB       0.006937
HML       0.001889
dtype: float64, 47862: const     0.001031
vwretd    1.139709
SMB       0.013466
HML       0.004023
dtype: float64, 47888: const    -0.000134
vwretd    1.468341
SMB       0.011234
HML       0.005556
dtype: float64, 47889: const    -0.003273
vwretd    0.457166
SMB       0.009796
HML      -0.001126
dtype: float64, 47896: const    -0.002122
vwretd    1.291142
SMB       0.001151
HML       0.008224
dtype: float64, 47897: const     0.007119
vwretd    0.418830
SMB      -0.000236
HML       0.000417
dtype: float64, 47909: const     0.035918
vwretd    2.133756
SMB      -0.002743
HML      -0.012696
dtype: float64, 47917: const     0.007578
vwretd    0.936164
SMB       0.003576
HML      -0.000214
dtype: float64, 47918: const    -0.062416
vwretd    1.174092
SMB       0.008609
HML       0.009499
dtype: float64, 47925: const     0.017257
vwretd    0.667974
SMB       0.016445
HML       0.011422
dtype: float64, 47933: const    -0.003122
vwretd    1.077840
SMB       0.008629
HML       0.006969
dtype: float64, 47934: const     0.011736
vwretd    0.272570
SMB       0.004453
HML      -0.003577
dtype: float64, 47941: const    -0.000622
vwretd    1.145971
SMB       0.002272
HML       0.006210
dtype: float64, 47942: const    -0.055065
vwretd    1.921460
SMB       0.031499
HML       0.013247
dtype: float64, 47968: const    -0.019748
vwretd    2.293918
SMB       0.018475
HML       0.018823
dtype: float64, 47969: const    -0.000361
vwretd    0.700163
SMB       0.007884
HML       0.006322
dtype: float64, 47976: const     0.013711
vwretd    0.167812
SMB       0.025191
HML      -0.004420
dtype: float64, 47977: const     0.011194
vwretd    1.882954
SMB      -0.005316
HML       0.058059
dtype: float64, 47984: const    -0.000175
vwretd    0.823422
SMB       0.008755
HML       0.005403
dtype: float64, 47985: const     0.001216
vwretd   -0.317735
SMB      -0.001396
HML      -0.042647
dtype: float64, 47992: const     0.001223
vwretd    1.058553
SMB       0.018766
HML      -0.004342
dtype: float64, 48004: const     0.003160
vwretd    0.941257
SMB       0.009701
HML       0.002521
dtype: float64, 48005: const    -0.003522
vwretd    0.839924
SMB       0.019165
HML      -0.000775
dtype: float64, 48012: const     0.007243
vwretd    0.830106
SMB       0.005807
HML      -0.000598
dtype: float64, 48013: const    -0.000176
vwretd    1.052544
SMB       0.004158
HML       0.005509
dtype: float64, 48020: const    -0.005356
vwretd    1.097486
SMB       0.012443
HML       0.008435
dtype: float64, 48021: const     0.017281
vwretd    0.503974
SMB       0.001963
HML       0.000451
dtype: float64, 48039: const     0.008521
vwretd    0.851441
SMB       0.004413
HML       0.004846
dtype: float64, 48040: const    -0.000796
vwretd    0.485340
SMB       0.013649
HML      -0.004808
dtype: float64, 48047: const    -0.001244
vwretd    0.987062
SMB       0.014467
HML       0.000286
dtype: float64, 48048: const     0.008877
vwretd    0.140669
SMB       0.002584
HML       0.003273
dtype: float64, 48055: const     0.026406
vwretd    0.643008
SMB       0.011781
HML       0.004291
dtype: float64, 48063: const     0.001628
vwretd    1.194638
SMB       0.021837
HML       0.001855
dtype: float64, 48064: const     0.000567
vwretd   -0.517301
SMB       0.003987
HML      -0.007095
dtype: float64, 48071: const     0.000578
vwretd    1.178176
SMB      -0.006022
HML       0.003440
dtype: float64, 48072: const     0.027986
vwretd    0.235264
SMB       0.029917
HML       0.011392
dtype: float64, 48098: const    -0.015292
vwretd    1.001877
SMB       0.021101
HML      -0.000813
dtype: float64, 48099: const    -0.002667
vwretd    0.541630
SMB       0.017801
HML      -0.003152
dtype: float64, 48100: const    -0.010090
vwretd    1.271347
SMB       0.015978
HML       0.005570
dtype: float64, 48101: const     0.012301
vwretd    0.376289
SMB       0.009002
HML       0.004618
dtype: float64, 48119: const     0.016761
vwretd    0.838171
SMB       0.002438
HML      -0.002320
dtype: float64, 48120: const    -0.020636
vwretd    1.435318
SMB      -0.002031
HML      -0.004018
dtype: float64, 48127: const    -0.014808
vwretd    1.118761
SMB       0.022665
HML      -0.004485
dtype: float64, 48128: const     0.021002
vwretd    0.707442
SMB       0.010549
HML      -0.003776
dtype: float64, 48135: const    -0.003930
vwretd    1.164817
SMB       0.014857
HML       0.008572
dtype: float64, 48136: const     0.015469
vwretd    0.962394
SMB       0.007282
HML      -0.000126
dtype: float64, 48143: const    -0.001215
vwretd    1.027030
SMB       0.012959
HML       0.010665
dtype: float64, 48144: const     0.006066
vwretd    1.921313
SMB       0.013818
HML      -0.003109
dtype: float64, 48151: const    -0.027808
vwretd    2.056901
SMB       0.022128
HML       0.012667
dtype: float64, 48178: const     0.009531
vwretd    0.566989
SMB       0.010489
HML      -0.000952
dtype: float64, 48179: const    -0.011698
vwretd    0.661181
SMB       0.020970
HML       0.008428
dtype: float64, 48186: const     0.005318
vwretd    0.547520
SMB      -0.001320
HML      -0.008145
dtype: float64, 48187: const    -0.015522
vwretd    0.443189
SMB       0.018576
HML      -0.002123
dtype: float64, 48194: const    -0.003113
vwretd    0.990347
SMB       0.015678
HML       0.007279
dtype: float64, 48195: const     0.008513
vwretd    1.266001
SMB       0.013350
HML       0.005388
dtype: float64, 48207: const     0.003003
vwretd    1.087711
SMB       0.013509
HML       0.008370
dtype: float64, 48208: const    -0.014411
vwretd    1.187114
SMB       0.022155
HML       0.012247
dtype: float64, 48215: const    -0.004544
vwretd    1.066845
SMB       0.024653
HML       0.015537
dtype: float64, 48216: const     0.001563
vwretd    0.961020
SMB       0.020481
HML      -0.008984
dtype: float64, 48223: const    -0.004765
vwretd    1.121518
SMB       0.001327
HML       0.005908
dtype: float64, 48231: const    -0.016353
vwretd    1.719483
SMB       0.025855
HML       0.004812
dtype: float64, 48232: const     0.020481
vwretd    0.366827
SMB       0.021522
HML      -0.007346
dtype: float64, 48258: const     0.001563
vwretd    1.127452
SMB       0.009231
HML       0.005762
dtype: float64, 48259: const    -0.067391
vwretd    1.419998
SMB       0.011463
HML       0.088941
dtype: float64, 48266: const     0.005158
vwretd    0.840645
SMB       0.021627
HML       0.004972
dtype: float64, 48267: const     0.000822
vwretd    1.738093
SMB       0.009720
HML      -0.007948
dtype: float64, 48274: const     0.003054
vwretd    0.592236
SMB      -0.001103
HML       0.004454
dtype: float64, 48282: const     0.001710
vwretd    0.989765
SMB       0.012107
HML      -0.002025
dtype: float64, 48283: const     0.008276
vwretd   -0.612749
SMB       0.016271
HML      -0.006968
dtype: float64, 48290: const     0.027020
vwretd    0.789178
SMB       0.015916
HML      -0.012497
dtype: float64, 48291: const    -0.005126
vwretd    2.179539
SMB       0.017842
HML       0.001947
dtype: float64, 48303: const    -0.008528
vwretd    0.504019
SMB       0.018263
HML       0.012542
dtype: float64, 48311: const    -0.001466
vwretd    1.222231
SMB       0.007679
HML       0.001847
dtype: float64, 48312: const     0.003106
vwretd    0.949678
SMB       0.003330
HML       0.000717
dtype: float64, 48338: const    -0.009980
vwretd    0.680134
SMB       0.016825
HML       0.007282
dtype: float64, 48346: const     0.000267
vwretd    0.696136
SMB       0.020027
HML       0.000692
dtype: float64, 48347: const    -0.002110
vwretd    1.219703
SMB       0.011412
HML       0.010497
dtype: float64, 48354: const    -0.004209
vwretd    1.330169
SMB      -0.000516
HML       0.006014
dtype: float64, 48362: const     0.017146
vwretd    1.169262
SMB       0.012077
HML      -0.008129
dtype: float64, 48363: const    -0.012024
vwretd    0.815817
SMB       0.014855
HML       0.007652
dtype: float64, 48370: const     0.010629
vwretd    0.976307
SMB      -0.001748
HML      -0.001636
dtype: float64, 48371: const    -0.008483
vwretd    1.427377
SMB       0.012503
HML       0.005397
dtype: float64, 48389: const    -0.001352
vwretd    0.603922
SMB       0.002302
HML       0.006550
dtype: float64, 48390: const     0.053531
vwretd   -2.718011
SMB       0.090702
HML       0.084555
dtype: float64, 48397: const    -0.000127
vwretd    1.245088
SMB      -0.001579
HML       0.004754
dtype: float64, 48398: const     0.060638
vwretd    5.992875
SMB      -0.283440
HML       0.021983
dtype: float64, 48418: const     0.006428
vwretd    0.800011
SMB       0.009472
HML       0.002621
dtype: float64, 48426: const    -0.003414
vwretd    0.767588
SMB       0.008307
HML       0.008459
dtype: float64, 48427: const    -0.003336
vwretd    0.321342
SMB       0.003917
HML      -0.005292
dtype: float64, 48434: const    -0.005838
vwretd    1.192882
SMB       0.013749
HML       0.007718
dtype: float64, 48435: const     0.015375
vwretd    0.404826
SMB       0.009423
HML       0.003893
dtype: float64, 48442: const     0.005961
vwretd    1.398729
SMB       0.009962
HML       0.004037
dtype: float64, 48443: const     0.026690
vwretd    0.886946
SMB       0.020341
HML      -0.008627
dtype: float64, 48450: const    -0.019512
vwretd    1.066890
SMB       0.018273
HML       0.000362
dtype: float64, 48451: const    -0.037345
vwretd    3.258778
SMB      -0.058080
HML      -0.007958
dtype: float64, 48469: const    -0.002610
vwretd    1.016722
SMB       0.023060
HML       0.008324
dtype: float64, 48470: const     0.004699
vwretd    0.503974
SMB       0.000442
HML       0.002868
dtype: float64, 48477: const    -0.032359
vwretd    0.611857
SMB       0.031314
HML       0.009944
dtype: float64, 48478: const     0.019759
vwretd    0.510015
SMB      -0.001861
HML       0.003613
dtype: float64, 48485: const     0.003671
vwretd    0.890978
SMB      -0.003606
HML       0.003267
dtype: float64, 48486: const     0.008184
vwretd    1.810193
SMB       0.008322
HML      -0.006851
dtype: float64, 48494: const     0.005829
vwretd    0.549005
SMB       0.016253
HML       0.000628
dtype: float64, 48506: const     0.005186
vwretd    0.959212
SMB      -0.000252
HML      -0.000145
dtype: float64, 48507: const     0.015505
vwretd    0.151456
SMB       0.002259
HML      -0.001249
dtype: float64, 48514: const     0.003615
vwretd    0.948272
SMB       0.006808
HML       0.001399
dtype: float64, 48522: const    -0.003920
vwretd    0.638610
SMB       0.027092
HML       0.005731
dtype: float64, 48523: const     0.007274
vwretd    0.735313
SMB       0.004201
HML       0.002860
dtype: float64, 48531: const     0.003101
vwretd    0.596765
SMB       0.005448
HML       0.005129
dtype: float64, 48549: const     0.013280
vwretd    1.266248
SMB      -0.001626
HML      -0.008089
dtype: float64, 48550: const     0.018138
vwretd    0.194446
SMB       0.012053
HML      -0.000614
dtype: float64, 48557: const    -0.006928
vwretd    1.489227
SMB       0.013843
HML       0.005758
dtype: float64, 48558: const    -0.031896
vwretd    2.107356
SMB       0.016842
HML       0.038512
dtype: float64, 48565: const    -0.010312
vwretd    1.856675
SMB       0.021475
HML       0.016426
dtype: float64, 48573: const     0.001340
vwretd    0.699653
SMB       0.015684
HML      -0.001071
dtype: float64, 48574: const      0.388878
vwretd    41.465344
SMB       -0.614255
HML       -0.377019
dtype: float64, 48581: const     0.001366
vwretd    1.521859
SMB       0.018434
HML       0.000164
dtype: float64, 48582: const    -0.008612
vwretd    1.378595
SMB       0.007125
HML       0.012756
dtype: float64, 48602: const    -0.031438
vwretd    1.560849
SMB       0.001749
HML       0.006156
dtype: float64, 48603: const    -0.008399
vwretd    0.978051
SMB       0.014387
HML       0.003750
dtype: float64, 48610: const     0.000468
vwretd    1.012044
SMB       0.012943
HML       0.005993
dtype: float64, 48629: const    -0.006234
vwretd    1.247337
SMB       0.020876
HML       0.006191
dtype: float64, 48630: const     0.008381
vwretd    0.237249
SMB       0.009254
HML       0.003608
dtype: float64, 48637: const    -0.004074
vwretd    1.084779
SMB       0.020533
HML       0.008832
dtype: float64, 48645: const    -0.003751
vwretd    1.200571
SMB       0.008665
HML       0.003031
dtype: float64, 48646: const    -0.007325
vwretd    0.654278
SMB       0.008700
HML       0.006421
dtype: float64, 48653: const     0.007409
vwretd    1.071270
SMB       0.003483
HML       0.002013
dtype: float64, 48654: const    -0.000432
vwretd    1.189824
SMB       0.012809
HML       0.004011
dtype: float64, 48661: const    -0.038024
vwretd    0.777137
SMB       0.017497
HML       0.007055
dtype: float64, 48662: const    -0.072759
vwretd    1.268446
SMB       0.014478
HML       0.003532
dtype: float64, 48696: const    -0.003485
vwretd    1.437128
SMB       0.015021
HML      -0.000231
dtype: float64, 48697: const    -0.003175
vwretd    0.642187
SMB       0.011491
HML       0.010141
dtype: float64, 48709: const    -0.007239
vwretd    1.477848
SMB       0.009669
HML       0.003854
dtype: float64, 48717: const    -0.005514
vwretd    1.537162
SMB       0.018807
HML       0.013409
dtype: float64, 48718: const    -0.052528
vwretd   -1.046396
SMB       0.032026
HML      -0.019072
dtype: float64, 48725: const     0.004034
vwretd    1.049074
SMB      -0.003191
HML       0.001160
dtype: float64, 48733: const    -0.034572
vwretd    0.477023
SMB       0.028031
HML       0.006420
dtype: float64, 48734: const     0.021598
vwretd    0.229647
SMB       0.008716
HML      -0.001972
dtype: float64, 48741: const     0.017042
vwretd    1.168641
SMB       0.003516
HML      -0.004669
dtype: float64, 48742: const       0.963264
vwretd    106.684507
SMB        -1.482254
HML        -0.989349
dtype: float64, 48768: const     0.008582
vwretd    2.005362
SMB      -0.003299
HML       0.008805
dtype: float64, 48769: const     0.016410
vwretd    0.649505
SMB       0.016102
HML      -0.005491
dtype: float64, 48776: const    -0.007563
vwretd    1.062862
SMB       0.036048
HML       0.008974
dtype: float64, 48784: const     0.003093
vwretd    0.432903
SMB       0.015562
HML      -0.005101
dtype: float64, 48785: const    -0.013145
vwretd    1.504595
SMB       0.008307
HML       0.006686
dtype: float64, 48792: const     0.056494
vwretd    1.262959
SMB      -0.044392
HML      -0.068697
dtype: float64, 48793: const     0.067613
vwretd    0.002994
SMB       0.015266
HML      -0.041062
dtype: float64, 48805: const     0.002260
vwretd    1.041397
SMB       0.007051
HML      -0.003371
dtype: float64, 48806: const     0.010201
vwretd    0.499940
SMB       0.013011
HML      -0.002717
dtype: float64, 48813: const     0.002248
vwretd    1.349142
SMB       0.027616
HML       0.001017
dtype: float64, 48814: const    -0.028275
vwretd    1.417066
SMB       0.000477
HML       0.005497
dtype: float64, 48821: const     0.003400
vwretd    0.866653
SMB       0.011838
HML       0.000539
dtype: float64, 48822: const    -0.048319
vwretd    1.109866
SMB       0.017472
HML      -0.001848
dtype: float64, 48848: const    -0.007262
vwretd    0.688434
SMB       0.013081
HML       0.004153
dtype: float64, 48849: const    -0.093823
vwretd   -0.165172
SMB      -0.082976
HML      -0.029404
dtype: float64, 48856: const     0.001033
vwretd    0.855967
SMB       0.007698
HML       0.008056
dtype: float64, 48857: const    -0.000459
vwretd    1.446412
SMB       0.016675
HML      -0.005680
dtype: float64, 48864: const     0.003654
vwretd    0.949884
SMB       0.024770
HML       0.008130
dtype: float64, 48872: const     0.007542
vwretd    0.464892
SMB       0.005272
HML       0.000476
dtype: float64, 48873: const     0.010025
vwretd    0.045049
SMB       0.010511
HML      -0.003159
dtype: float64, 48880: const     0.001483
vwretd    1.604902
SMB       0.010274
HML       0.006013
dtype: float64, 48881: const     0.029716
vwretd    1.488404
SMB       0.013126
HML       0.006086
dtype: float64, 48899: const     0.093680
vwretd    2.911547
SMB      -0.019286
HML      -0.005423
dtype: float64, 48900: const    -0.020393
vwretd    2.373202
SMB       0.003093
HML       0.008954
dtype: float64, 48901: const    -0.002004
vwretd    1.206966
SMB       0.011357
HML       0.012600
dtype: float64, 48928: const    -0.004962
vwretd    0.667487
SMB       0.017577
HML       0.009725
dtype: float64, 48936: const     0.007843
vwretd    1.590765
SMB       0.008221
HML       0.003012
dtype: float64, 48937: const    -0.008362
vwretd    1.575735
SMB       0.009134
HML       0.002332
dtype: float64, 48944: const     0.004309
vwretd    1.337486
SMB       0.015602
HML      -0.001220
dtype: float64, 48945: const     -0.304539
vwretd   -14.723042
SMB        0.246240
HML        0.174128
dtype: float64, 48952: const     0.010761
vwretd    0.114534
SMB       0.017242
HML      -0.003801
dtype: float64, 48953: const     0.041652
vwretd    0.107088
SMB       0.011800
HML      -0.015285
dtype: float64, 48960: const    -0.000298
vwretd    1.090369
SMB       0.001921
HML       0.003790
dtype: float64, 48961: const     0.000472
vwretd    0.854573
SMB       0.004689
HML       0.002462
dtype: float64, 48979: const     0.015342
vwretd    0.975984
SMB       0.008764
HML      -0.011481
dtype: float64, 48980: const     0.054835
vwretd    0.019454
SMB       0.006903
HML      -0.014902
dtype: float64, 48987: const    -0.004952
vwretd    1.095092
SMB       0.014376
HML       0.007054
dtype: float64, 48988: const     0.000386
vwretd    0.872950
SMB      -0.001025
HML       0.006459
dtype: float64, 48995: const     0.008890
vwretd    0.600336
SMB       0.028377
HML       0.013099
dtype: float64, 48996: const    -0.010479
vwretd    0.757464
SMB      -0.012634
HML       0.008618
dtype: float64, 49007: const    -0.012851
vwretd    1.146251
SMB       0.020064
HML       0.005178
dtype: float64, 49008: const    -0.021882
vwretd    1.532417
SMB       0.021687
HML       0.020697
dtype: float64, 49015: const    -0.006169
vwretd    1.504959
SMB      -0.000134
HML       0.011298
dtype: float64, 49016: const     0.035405
vwretd   -0.498753
SMB       0.002090
HML      -0.020920
dtype: float64, 49023: const     0.001869
vwretd    1.109398
SMB       0.008687
HML       0.005267
dtype: float64, 49031: const     0.004851
vwretd    0.822956
SMB       0.002802
HML       0.003811
dtype: float64, 49032: const     0.008994
vwretd    0.440687
SMB       0.001615
HML      -0.005095
dtype: float64, 49058: const     0.012266
vwretd    1.012310
SMB       0.016522
HML       0.008823
dtype: float64, 49059: const    -0.033093
vwretd    2.037523
SMB       0.026983
HML       0.033552
dtype: float64, 49066: const     0.000209
vwretd    1.260793
SMB       0.003241
HML       0.010362
dtype: float64, 49067: const     0.028457
vwretd    1.017876
SMB      -0.012244
HML      -0.005374
dtype: float64, 49074: const     0.006403
vwretd    1.269494
SMB       0.001944
HML       0.000312
dtype: float64, 49075: const     0.040271
vwretd    1.680356
SMB       0.008235
HML       0.003464
dtype: float64, 49082: const     0.002290
vwretd   -0.038569
SMB       0.019215
HML       0.002763
dtype: float64, 49083: const    -0.014338
vwretd    1.086063
SMB       0.009828
HML      -0.001087
dtype: float64, 49090: const    -0.015630
vwretd    0.540794
SMB       0.023596
HML       0.012976
dtype: float64, 49091: const    -0.004823
vwretd    0.989407
SMB       0.008156
HML       0.009040
dtype: float64, 49103: const    -0.004348
vwretd    0.758824
SMB       0.016233
HML       0.009277
dtype: float64, 49104: const    -0.016734
vwretd    0.956170
SMB       0.008111
HML       0.007176
dtype: float64, 49111: const    -0.017651
vwretd    1.387105
SMB       0.030760
HML       0.006606
dtype: float64, 49112: const      0.359127
vwretd    11.571266
SMB        0.541138
HML        0.386967
dtype: float64, 49138: const     0.000129
vwretd    1.041520
SMB       0.008908
HML       0.002920
dtype: float64, 49139: const    -0.004278
vwretd    0.593952
SMB       0.015073
HML       0.006445
dtype: float64, 49146: const    -0.017187
vwretd    1.343256
SMB       0.009588
HML       0.005574
dtype: float64, 49147: const    -0.029466
vwretd    1.628018
SMB       0.017501
HML       0.019498
dtype: float64, 49154: const     0.003742
vwretd    1.047728
SMB       0.000429
HML       0.002650
dtype: float64, 49155: const    -0.089459
vwretd    1.030847
SMB       0.008878
HML       0.030394
dtype: float64, 49162: const     0.010523
vwretd    0.850354
SMB       0.013104
HML      -0.000748
dtype: float64, 49163: const     0.015358
vwretd    0.932305
SMB      -0.002125
HML       0.012217
dtype: float64, 49170: const    -0.002933
vwretd    0.959828
SMB       0.033713
HML       0.011433
dtype: float64, 49171: const    -0.008848
vwretd    1.104141
SMB      -0.002627
HML       0.001223
dtype: float64, 49189: const    -0.011595
vwretd    1.826795
SMB       0.011919
HML       0.009743
dtype: float64, 49190: const     0.029468
vwretd    0.219483
SMB       0.010713
HML      -0.005435
dtype: float64, 49197: const    -0.007542
vwretd    1.196682
SMB       0.014123
HML       0.003723
dtype: float64, 49198: const    -0.003955
vwretd    0.126699
SMB       0.022905
HML       0.005036
dtype: float64, 49218: const    -0.026229
vwretd    1.650085
SMB       0.016072
HML       0.009910
dtype: float64, 49219: const     0.129127
vwretd   -0.844239
SMB       0.123816
HML      -0.025831
dtype: float64, 49226: const    -0.012017
vwretd    0.750064
SMB       0.022789
HML      -0.003572
dtype: float64, 49227: const    -0.000650
vwretd    0.780610
SMB       0.005702
HML       0.004890
dtype: float64, 49234: const    -0.001174
vwretd    0.296043
SMB       0.015369
HML       0.000159
dtype: float64, 49235: const    -0.038329
vwretd    0.853913
SMB       0.030009
HML       0.004161
dtype: float64, 49242: const    -0.007877
vwretd    0.970999
SMB       0.011791
HML       0.002173
dtype: float64, 49243: const     0.033204
vwretd    0.616771
SMB       0.011038
HML       0.009668
dtype: float64, 49250: const    -0.019578
vwretd    3.063042
SMB      -0.005514
HML       0.007508
dtype: float64, 49269: const     0.003231
vwretd    1.015085
SMB       0.007818
HML      -0.001741
dtype: float64, 49270: const    -0.077478
vwretd    1.995091
SMB      -0.014461
HML      -0.026271
dtype: float64, 49277: const     0.001256
vwretd    0.824972
SMB       0.015288
HML       0.002583
dtype: float64, 49278: const     0.002375
vwretd    0.780539
SMB       0.005462
HML       0.000651
dtype: float64, 49285: const     0.005599
vwretd    0.979578
SMB       0.007926
HML      -0.001645
dtype: float64, 49286: const    -0.011573
vwretd    1.305741
SMB       0.045530
HML       0.024789
dtype: float64, 49293: const    -0.002134
vwretd    0.800477
SMB       0.006962
HML       0.002507
dtype: float64, 49294: const    -0.021043
vwretd    2.004666
SMB      -0.001418
HML      -0.001229
dtype: float64, 49306: const     0.018185
vwretd    0.186935
SMB       0.034114
HML       0.015284
dtype: float64, 49307: const    -0.063592
vwretd    1.125100
SMB       0.019651
HML       0.003984
dtype: float64, 49314: const    -0.009957
vwretd    1.843055
SMB       0.016456
HML       0.024922
dtype: float64, 49315: const    -0.021730
vwretd    1.792924
SMB       0.011861
HML       0.020118
dtype: float64, 49322: const     0.006703
vwretd    0.471473
SMB       0.002574
HML       0.007171
dtype: float64, 49323: const    -0.045162
vwretd    0.770701
SMB      -0.001522
HML       0.011300
dtype: float64, 49330: const     0.001540
vwretd    0.765576
SMB       0.009881
HML       0.004707
dtype: float64, 49331: const     0.002614
vwretd    0.979697
SMB       0.003191
HML       0.011634
dtype: float64, 49349: const    -0.011840
vwretd    1.073843
SMB       0.009917
HML       0.013835
dtype: float64, 49357: const    -0.014407
vwretd    1.170821
SMB       0.013226
HML       0.005343
dtype: float64, 49358: const    -0.014240
vwretd    1.408515
SMB       0.034843
HML       0.009783
dtype: float64, 49365: const     0.000685
vwretd    1.178550
SMB       0.004795
HML       0.000577
dtype: float64, 49366: const     0.150306
vwretd    2.483789
SMB      -0.019920
HML       0.015538
dtype: float64, 49373: const     0.005147
vwretd    0.802240
SMB       0.002073
HML       0.002136
dtype: float64, 49381: const    -0.007129
vwretd    1.001326
SMB       0.010374
HML       0.009878
dtype: float64, 49382: const     0.064432
vwretd   -0.494195
SMB      -0.005307
HML      -0.027131
dtype: float64, 49402: const     0.010520
vwretd    1.083244
SMB       0.018969
HML       0.001280
dtype: float64, 49403: const     0.005760
vwretd    0.649420
SMB       0.003806
HML       0.006339
dtype: float64, 49410: const     0.029458
vwretd    0.952175
SMB       0.009675
HML      -0.001092
dtype: float64, 49411: const     0.009661
vwretd    0.818913
SMB       0.008258
HML      -0.010347
dtype: float64, 49429: const     0.005743
vwretd    1.034925
SMB       0.006994
HML       0.008660
dtype: float64, 49430: const     0.015542
vwretd    0.821232
SMB       0.001210
HML      -0.009207
dtype: float64, 49437: const    -0.000776
vwretd    1.305497
SMB       0.006256
HML       0.005458
dtype: float64, 49438: const    -0.008323
vwretd    0.478549
SMB       0.003520
HML       0.003678
dtype: float64, 49445: const     0.002636
vwretd    0.886144
SMB       0.012373
HML       0.010648
dtype: float64, 49446: const    -0.103179
vwretd    2.907808
SMB       0.034623
HML       0.063902
dtype: float64, 49453: const     0.017992
vwretd    0.235485
SMB       0.024127
HML       0.007001
dtype: float64, 49461: const    -0.009596
vwretd    1.289874
SMB       0.002809
HML       0.003486
dtype: float64, 49462: const    -0.018891
vwretd   -1.400660
SMB       0.009159
HML      -0.038561
dtype: float64, 49488: const     0.001341
vwretd    1.268260
SMB       0.010933
HML       0.007393
dtype: float64, 49489: const    -0.228748
vwretd   -0.039510
SMB       0.076164
HML       0.032764
dtype: float64, 49496: const    -0.004510
vwretd    0.903963
SMB       0.010568
HML       0.004364
dtype: float64, 49497: const     0.017678
vwretd    0.440805
SMB       0.003742
HML       0.003485
dtype: float64, 49509: const    -0.013407
vwretd    0.991054
SMB       0.014980
HML      -0.012218
dtype: float64, 49510: const    -0.001399
vwretd    0.637089
SMB       0.008807
HML       0.004945
dtype: float64, 49517: const    -0.005688
vwretd    1.247564
SMB       0.009541
HML       0.008990
dtype: float64, 49525: const    -0.003932
vwretd    1.103130
SMB       0.015238
HML      -0.002202
dtype: float64, 49526: const     0.025913
vwretd    0.311020
SMB       0.029670
HML      -0.017203
dtype: float64, 49533: const     0.023715
vwretd    0.500384
SMB       0.004355
HML      -0.009606
dtype: float64, 49534: const     0.017901
vwretd    0.559261
SMB       0.001692
HML      -0.002074
dtype: float64, 49541: const    -0.008584
vwretd    0.472728
SMB       0.020658
HML      -0.001405
dtype: float64, 49568: const     0.011790
vwretd    0.569285
SMB       0.006938
HML      -0.007706
dtype: float64, 49569: const     0.014612
vwretd    0.179297
SMB       0.008284
HML      -0.008490
dtype: float64, 49576: const     0.002756
vwretd    0.945554
SMB       0.004736
HML      -0.003287
dtype: float64, 49577: const     0.012908
vwretd    0.418302
SMB       0.007520
HML      -0.003580
dtype: float64, 49584: const     0.001117
vwretd    1.013938
SMB       0.016537
HML       0.006063
dtype: float64, 49585: const     0.010923
vwretd    0.784202
SMB       0.010279
HML       0.002368
dtype: float64, 49592: const    -0.004205
vwretd    1.540127
SMB       0.004681
HML       0.015683
dtype: float64, 49593: const    -0.017734
vwretd    1.470388
SMB       0.009691
HML       0.020219
dtype: float64, 49605: const     0.027595
vwretd    0.360099
SMB       0.010673
HML      -0.000731
dtype: float64, 49606: const     0.010280
vwretd    1.289871
SMB       0.010060
HML       0.004777
dtype: float64, 49613: const     0.013520
vwretd    1.489467
SMB      -0.002128
HML       0.002460
dtype: float64, 49614: const    -0.012949
vwretd    1.409376
SMB       0.011956
HML       0.011601
dtype: float64, 49621: const     0.009682
vwretd   -0.483957
SMB       0.015312
HML       0.014409
dtype: float64, 49648: const    -0.004479
vwretd    0.989258
SMB       0.016113
HML      -0.004370
dtype: float64, 49649: const    -0.000291
vwretd    0.916935
SMB       0.003721
HML       0.005515
dtype: float64, 49656: const    -0.001052
vwretd    1.174038
SMB      -0.001933
HML       0.005759
dtype: float64, 49657: const     0.000469
vwretd    0.976349
SMB       0.002375
HML       0.008724
dtype: float64, 49664: const    -0.015777
vwretd    0.936562
SMB       0.026787
HML      -0.005834
dtype: float64, 49665: const     0.007453
vwretd    0.284518
SMB       0.008851
HML       0.004848
dtype: float64, 49672: const    -0.014762
vwretd    1.167218
SMB       0.016123
HML       0.004185
dtype: float64, 49673: const    -0.024860
vwretd    1.177152
SMB       0.016668
HML       0.005826
dtype: float64, 49680: const     0.004629
vwretd    1.200270
SMB       0.007343
HML       0.004122
dtype: float64, 49681: const    -0.011915
vwretd    0.197718
SMB       0.004348
HML      -0.011077
dtype: float64, 49699: const    -0.011221
vwretd    2.526147
SMB       0.016630
HML       0.017224
dtype: float64, 49701: const     0.001512
vwretd    1.167206
SMB       0.008303
HML      -0.004699
dtype: float64, 49702: const    -0.020787
vwretd    0.542537
SMB       0.015845
HML      -0.007352
dtype: float64, 49728: const     0.004602
vwretd    1.212122
SMB       0.018727
HML       0.007401
dtype: float64, 49729: const     0.007302
vwretd    0.763322
SMB       0.001773
HML       0.002392
dtype: float64, 49736: const    -0.009938
vwretd    1.057286
SMB       0.022896
HML       0.008688
dtype: float64, 49737: const    -0.002713
vwretd    1.411490
SMB       0.008665
HML       0.008830
dtype: float64, 49744: const    -0.001360
vwretd    1.125249
SMB       0.001546
HML       0.003918
dtype: float64, 49745: const    -0.000547
vwretd    1.164871
SMB       0.009791
HML       0.013202
dtype: float64, 49752: const    -0.005015
vwretd    1.304419
SMB       0.015405
HML       0.013369
dtype: float64, 49753: const     0.012249
vwretd   -0.294787
SMB      -0.016696
HML      -0.025220
dtype: float64, 49760: const     0.005737
vwretd    0.703587
SMB       0.007437
HML       0.007029
dtype: float64, 49761: const    -0.003804
vwretd    1.702442
SMB       0.005657
HML       0.019194
dtype: float64, 49779: const    -0.001656
vwretd    1.179435
SMB       0.009444
HML       0.006468
dtype: float64, 49780: const    -0.013376
vwretd   -0.197375
SMB       0.039032
HML      -0.001834
dtype: float64, 49787: const    -0.005013
vwretd    1.109946
SMB       0.009137
HML       0.004987
dtype: float64, 49795: const     0.020228
vwretd    1.267210
SMB       0.018617
HML      -0.005499
dtype: float64, 49796: const    -0.001304
vwretd    0.322839
SMB       0.005713
HML       0.002521
dtype: float64, 49808: const     0.001306
vwretd    0.946617
SMB       0.002850
HML       0.005955
dtype: float64, 49809: const     0.009626
vwretd    0.387902
SMB       0.015806
HML       0.003053
dtype: float64, 49816: const     0.000988
vwretd    0.639918
SMB       0.019502
HML      -0.003202
dtype: float64, 49817: const     0.006154
vwretd    0.982983
SMB       0.003842
HML       0.006627
dtype: float64, 49824: const     0.016943
vwretd    1.116657
SMB       0.004422
HML      -0.003481
dtype: float64, 49825: const     0.001980
vwretd    0.454704
SMB       0.007009
HML      -0.002886
dtype: float64, 49832: const     0.004670
vwretd    1.069681
SMB       0.011861
HML      -0.002415
dtype: float64, 49833: const     0.013245
vwretd    0.173719
SMB       0.004634
HML      -0.001863
dtype: float64, 49840: const    -0.016097
vwretd    1.822274
SMB       0.004527
HML       0.008841
dtype: float64, 49859: const     0.032285
vwretd    0.898190
SMB       0.014780
HML      -0.018127
dtype: float64, 49867: const     0.008420
vwretd    1.247529
SMB       0.006130
HML       0.009848
dtype: float64, 49868: const    -0.001515
vwretd    0.157964
SMB       0.017806
HML      -0.025671
dtype: float64, 49875: const     0.009773
vwretd    1.031537
SMB       0.010945
HML      -0.000736
dtype: float64, 49876: const     0.008956
vwretd    0.704542
SMB       0.007434
HML       0.003140
dtype: float64, 49883: const     0.043718
vwretd    1.129017
SMB       0.020482
HML      -0.002935
dtype: float64, 49884: const     0.043121
vwretd    0.834734
SMB       0.021733
HML      -0.006270
dtype: float64, 49891: const     0.003257
vwretd    0.967867
SMB       0.004486
HML       0.001214
dtype: float64, 49892: const    -0.073338
vwretd    2.314943
SMB       0.010276
HML       0.023455
dtype: float64, 49904: const    -0.005490
vwretd    0.817395
SMB       0.009211
HML       0.006889
dtype: float64, 49905: const     0.000440
vwretd    1.637594
SMB       0.004384
HML       0.004468
dtype: float64, 49912: const     0.003566
vwretd    0.886208
SMB       0.017824
HML       0.008553
dtype: float64, 49913: const     0.010395
vwretd    1.102362
SMB       0.009886
HML       0.010496
dtype: float64, 49920: const    -0.008774
vwretd    1.347990
SMB       0.007052
HML       0.003893
dtype: float64, 49921: const     0.002661
vwretd    0.529932
SMB       0.008503
HML       0.003736
dtype: float64, 49939: const     0.014921
vwretd    0.933808
SMB       0.017804
HML       0.001074
dtype: float64, 49940: const     0.013385
vwretd    0.465306
SMB       0.017728
HML      -0.033856
dtype: float64, 49947: const    -0.036039
vwretd    2.154393
SMB       0.017189
HML       0.022178
dtype: float64, 49955: const    -0.004992
vwretd    0.817386
SMB       0.008615
HML       0.002817
dtype: float64, 49956: const    -0.028610
vwretd    0.689486
SMB       0.001717
HML       0.002994
dtype: float64, 49963: const    -0.000504
vwretd    1.901553
SMB       0.020122
HML       0.009776
dtype: float64, 49964: const    -0.005993
vwretd    0.871207
SMB       0.014737
HML      -0.000681
dtype: float64, 49971: const     0.006146
vwretd    0.499714
SMB       0.000303
HML       0.005826
dtype: float64, 49998: const    -0.002723
vwretd    0.629742
SMB       0.003318
HML       0.005925
dtype: float64, 49999: const    -0.003378
vwretd    0.209500
SMB       0.004118
HML       0.002044
dtype: float64, 50008: const     0.006274
vwretd    0.823346
SMB       0.011704
HML       0.002678
dtype: float64, 50016: const    -0.000397
vwretd    1.193690
SMB       0.023997
HML       0.006666
dtype: float64, 50017: const     0.000118
vwretd    1.114835
SMB       0.005729
HML       0.008171
dtype: float64, 50024: const    -0.000503
vwretd    1.360604
SMB      -0.000361
HML       0.006767
dtype: float64, 50025: const    -0.044346
vwretd   -0.129785
SMB       0.006300
HML      -0.004579
dtype: float64, 50032: const     0.005846
vwretd    0.746194
SMB      -0.000434
HML       0.004356
dtype: float64, 50033: const     0.006357
vwretd    0.624900
SMB       0.026436
HML       0.014278
dtype: float64, 50040: const    -0.016315
vwretd    1.259430
SMB       0.011971
HML       0.001738
dtype: float64, 50041: const    -0.027911
vwretd   -0.065484
SMB       0.015475
HML       0.003436
dtype: float64, 50059: const    -0.004078
vwretd    0.832049
SMB       0.014870
HML       0.006947
dtype: float64, 50067: const     0.013864
vwretd    1.086396
SMB       0.010978
HML       0.003100
dtype: float64, 50068: const    -0.001247
vwretd    0.692942
SMB      -0.001735
HML       0.006803
dtype: float64, 50075: const    -0.010204
vwretd    1.165468
SMB       0.023119
HML       0.013580
dtype: float64, 50076: const    -0.001933
vwretd   -0.418311
SMB       0.003271
HML      -0.002297
dtype: float64, 50083: const     0.044972
vwretd    0.501835
SMB       0.019656
HML       0.011114
dtype: float64, 50084: const    -0.313163
vwretd   -5.416024
SMB       0.128236
HML       0.074622
dtype: float64, 50091: const     0.003606
vwretd    0.785707
SMB       0.007041
HML       0.003361
dtype: float64, 50092: const     0.000200
vwretd    1.073015
SMB       0.003370
HML       0.003695
dtype: float64, 50104: const     0.012830
vwretd    0.939896
SMB       0.002516
HML      -0.005661
dtype: float64, 50105: const     0.002308
vwretd    1.114536
SMB       0.012089
HML       0.002944
dtype: float64, 50112: const     0.003265
vwretd    1.042619
SMB       0.005927
HML      -0.000991
dtype: float64, 50120: const     0.002972
vwretd    1.003481
SMB       0.007368
HML       0.000871
dtype: float64, 50139: const    -0.035747
vwretd    1.195164
SMB       0.011200
HML       0.020545
dtype: float64, 50147: const    -0.003123
vwretd    0.535048
SMB       0.032225
HML       0.019684
dtype: float64, 50148: const     0.010652
vwretd    0.473928
SMB       0.006988
HML      -0.000425
dtype: float64, 50155: const     0.009821
vwretd    0.998963
SMB       0.010040
HML       0.002738
dtype: float64, 50156: const     0.017765
vwretd    1.478763
SMB       0.008903
HML      -0.012696
dtype: float64, 50163: const     0.001447
vwretd    1.143522
SMB       0.010537
HML       0.003939
dtype: float64, 50164: const     0.001201
vwretd    0.026173
SMB       0.019679
HML       0.000920
dtype: float64, 50171: const    -0.010856
vwretd    1.377347
SMB       0.007669
HML       0.001469
dtype: float64, 50172: const    -0.000859
vwretd    1.317778
SMB      -0.002877
HML       0.005632
dtype: float64, 50198: const    -0.014272
vwretd    1.010898
SMB       0.016647
HML       0.005754
dtype: float64, 50199: const    -0.006343
vwretd    0.387991
SMB      -0.000187
HML      -0.002951
dtype: float64, 50200: const    -0.002452
vwretd    1.134139
SMB      -0.000109
HML       0.006764
dtype: float64, 50201: const    -0.046915
vwretd   -0.561283
SMB       0.008830
HML       0.003723
dtype: float64, 50219: const    -0.046016
vwretd    1.215309
SMB       0.004015
HML       0.011837
dtype: float64, 50220: const     0.015517
vwretd    0.168662
SMB       0.009696
HML      -0.003858
dtype: float64, 50227: const     0.005299
vwretd    1.131987
SMB      -0.002562
HML       0.002365
dtype: float64, 50235: const    -0.280655
vwretd    2.547175
SMB      -0.013402
HML       0.256026
dtype: float64, 50236: const    -0.013401
vwretd    0.760100
SMB      -0.020505
HML       0.010527
dtype: float64, 50243: const     0.002284
vwretd    0.889951
SMB       0.009665
HML       0.002320
dtype: float64, 50251: const    -0.007898
vwretd    0.989760
SMB       0.004327
HML       0.005375
dtype: float64, 50278: const    -0.002030
vwretd    1.077694
SMB       0.008120
HML       0.001838
dtype: float64, 50279: const     0.009865
vwretd    0.985006
SMB       0.012489
HML       0.008707
dtype: float64, 50286: const    -0.001039
vwretd    1.279938
SMB       0.004381
HML       0.009245
dtype: float64, 50287: const     0.008835
vwretd    0.677194
SMB       0.008995
HML      -0.000521
dtype: float64, 50294: const    -0.003726
vwretd    1.340354
SMB       0.022960
HML       0.007436
dtype: float64, 50295: const     0.007170
vwretd    0.694845
SMB       0.006549
HML       0.006347
dtype: float64, 50307: const    -0.018499
vwretd    0.401109
SMB       0.023921
HML       0.005599
dtype: float64, 50308: const     0.015329
vwretd    0.808719
SMB       0.012587
HML      -0.011141
dtype: float64, 50315: const    -0.010564
vwretd    0.737637
SMB       0.018695
HML       0.007578
dtype: float64, 50323: const     0.006399
vwretd    0.652738
SMB       0.025719
HML      -0.004001
dtype: float64, 50324: const    -0.035160
vwretd    0.546303
SMB       0.018185
HML       0.007506
dtype: float64, 50331: const     0.015372
vwretd    1.068406
SMB      -0.003368
HML       0.002347
dtype: float64, 50332: const     0.005032
vwretd    0.112880
SMB       0.005338
HML       0.001753
dtype: float64, 50358: const     0.020189
vwretd    0.476004
SMB       0.011890
HML      -0.008249
dtype: float64, 50359: const     0.028354
vwretd    1.559221
SMB       0.001212
HML      -0.014660
dtype: float64, 50366: const    -0.016409
vwretd    1.152355
SMB       0.020585
HML       0.013332
dtype: float64, 50367: const    -0.065975
vwretd    3.203806
SMB      -0.005437
HML       0.006133
dtype: float64, 50374: const    -0.009387
vwretd    1.178603
SMB       0.010624
HML       0.005650
dtype: float64, 50375: const    -0.006566
vwretd    1.100477
SMB       0.006530
HML       0.010999
dtype: float64, 50382: const     0.000580
vwretd    0.909061
SMB       0.012101
HML       0.003051
dtype: float64, 50383: const    -0.000514
vwretd    1.429906
SMB       0.017721
HML       0.006613
dtype: float64, 50390: const    -0.008187
vwretd    1.237270
SMB       0.006837
HML       0.006788
dtype: float64, 50403: const    -0.017004
vwretd    1.554682
SMB       0.020175
HML       0.006595
dtype: float64, 50404: const     0.006954
vwretd    1.225168
SMB       0.012574
HML       0.004453
dtype: float64, 50411: const    -0.012019
vwretd    1.552176
SMB       0.014574
HML       0.006155
dtype: float64, 50412: const    -0.001167
vwretd    0.778219
SMB       0.006132
HML       0.006579
dtype: float64, 50438: const    -0.003731
vwretd    1.282547
SMB       0.015007
HML       0.012528
dtype: float64, 50446: const     0.002203
vwretd    0.988412
SMB       0.009300
HML       0.005800
dtype: float64, 50447: const     0.002957
vwretd    1.204535
SMB       0.011352
HML       0.010316
dtype: float64, 50454: const     0.005341
vwretd    0.175477
SMB       0.021435
HML       0.000473
dtype: float64, 50455: const    -0.020452
vwretd    0.902520
SMB       0.019656
HML      -0.000906
dtype: float64, 50462: const     0.005226
vwretd    1.221349
SMB       0.011466
HML      -0.001663
dtype: float64, 50463: const    -0.042924
vwretd    0.091426
SMB       0.008808
HML       0.011794
dtype: float64, 50470: const    -0.002706
vwretd    1.232321
SMB       0.021030
HML       0.008777
dtype: float64, 50471: const    -0.007262
vwretd    2.020340
SMB       0.032700
HML       0.028202
dtype: float64, 50489: const     0.048994
vwretd   -1.236691
SMB       0.023138
HML       0.013703
dtype: float64, 50497: const    -0.015842
vwretd    1.343382
SMB       0.013929
HML       0.016313
dtype: float64, 50498: const    -0.009776
vwretd    0.986750
SMB       0.013647
HML       0.005111
dtype: float64, 50518: const     0.014920
vwretd    0.918133
SMB       0.019385
HML       0.005063
dtype: float64, 50519: const     0.007063
vwretd    0.438830
SMB       0.018159
HML       0.012270
dtype: float64, 50526: const     0.007076
vwretd    0.813496
SMB       0.009566
HML       0.000634
dtype: float64, 50527: const    -0.010543
vwretd   -2.831110
SMB       0.045580
HML       0.015110
dtype: float64, 50534: const     0.010491
vwretd    0.511033
SMB       0.010885
HML      -0.003705
dtype: float64, 50542: const     0.021072
vwretd    0.287512
SMB       0.016905
HML      -0.006689
dtype: float64, 50543: const    -0.005391
vwretd    1.202160
SMB       0.019347
HML      -0.002748
dtype: float64, 50550: const    -0.003131
vwretd    1.143336
SMB       0.010255
HML       0.009678
dtype: float64, 50569: const     0.002867
vwretd    0.778834
SMB       0.019955
HML      -0.000828
dtype: float64, 50570: const    -0.020869
vwretd    0.640878
SMB       0.023225
HML       0.020949
dtype: float64, 50577: const    -0.006140
vwretd    1.196525
SMB       0.008135
HML       0.005267
dtype: float64, 50578: const     0.021658
vwretd    0.628030
SMB       0.005311
HML      -0.006022
dtype: float64, 50585: const     0.002044
vwretd    0.524283
SMB       0.003832
HML       0.005815
dtype: float64, 50586: const    -0.010681
vwretd    0.577112
SMB      -0.000303
HML      -0.003026
dtype: float64, 50593: const    -0.021393
vwretd    1.577002
SMB       0.029358
HML       0.008284
dtype: float64, 50594: const    -0.153405
vwretd   -4.052544
SMB       0.030061
HML       0.026425
dtype: float64, 50606: const    -0.007930
vwretd    1.387624
SMB       0.001738
HML       0.008352
dtype: float64, 50607: const    -0.060921
vwretd    4.207193
SMB      -0.072794
HML      -0.015258
dtype: float64, 50614: const    -0.001446
vwretd    0.738984
SMB       0.003753
HML       0.007789
dtype: float64, 50615: const     0.103352
vwretd    5.248115
SMB       0.004287
HML      -0.004122
dtype: float64, 50622: const    -0.032134
vwretd   -0.186878
SMB       0.045047
HML       0.028038
dtype: float64, 50623: const     0.004098
vwretd    0.900677
SMB       0.009540
HML       0.008387
dtype: float64, 50630: const    -0.041105
vwretd    1.750400
SMB       0.018489
HML       0.014950
dtype: float64, 50631: const     0.040248
vwretd   -0.417639
SMB      -0.005134
HML      -0.001322
dtype: float64, 50649: const     0.000843
vwretd    0.944746
SMB       0.028351
HML       0.009850
dtype: float64, 50650: const    -0.090367
vwretd   -0.429482
SMB       0.020550
HML      -0.018415
dtype: float64, 50657: const    -0.011227
vwretd    1.226027
SMB       0.013530
HML       0.013226
dtype: float64, 50665: const    -0.025398
vwretd    1.929348
SMB       0.021977
HML       0.008573
dtype: float64, 50666: const     0.003129
vwretd    0.905537
SMB       0.007227
HML       0.005020
dtype: float64, 50673: const    -0.010562
vwretd    0.987893
SMB       0.018429
HML       0.012019
dtype: float64, 50681: const     0.001655
vwretd    1.143887
SMB       0.004582
HML       0.008053
dtype: float64, 50682: const     0.002219
vwretd    0.999652
SMB       0.030422
HML      -0.004960
dtype: float64, 50702: const    -0.005554
vwretd    1.121994
SMB       0.011101
HML       0.013160
dtype: float64, 50703: const    -0.007317
vwretd    0.716995
SMB       0.015773
HML       0.002817
dtype: float64, 50710: const     0.007788
vwretd    1.013251
SMB       0.001387
HML       0.000038
dtype: float64, 50711: const    -0.033454
vwretd    1.443089
SMB       0.032278
HML       0.019346
dtype: float64, 50729: const     0.010821
vwretd    0.837562
SMB       0.004431
HML       0.003053
dtype: float64, 50737: const     0.004643
vwretd    0.841260
SMB       0.004567
HML       0.002545
dtype: float64, 50738: const    -0.010684
vwretd    0.597834
SMB       0.009213
HML      -0.000941
dtype: float64, 50745: const    -0.020821
vwretd    1.471605
SMB       0.021105
HML       0.019312
dtype: float64, 50753: const    -0.006520
vwretd    0.714142
SMB       0.003491
HML       0.006486
dtype: float64, 50754: const    -0.003549
vwretd    0.096107
SMB       0.020426
HML      -0.004042
dtype: float64, 50761: const    -0.021689
vwretd    0.302436
SMB       0.020434
HML      -0.005252
dtype: float64, 50762: const    -0.006444
vwretd    0.382052
SMB       0.003613
HML       0.007256
dtype: float64, 50788: const    -0.000334
vwretd    1.314803
SMB       0.007861
HML       0.004979
dtype: float64, 50789: const     0.006249
vwretd    0.419259
SMB      -0.000128
HML       0.002447
dtype: float64, 50796: const     0.025341
vwretd    1.821666
SMB       0.009707
HML       0.017381
dtype: float64, 50797: const     0.081290
vwretd   -0.001208
SMB      -0.018486
HML      -0.012451
dtype: float64, 50809: const     0.008307
vwretd    1.268105
SMB       0.003505
HML       0.001368
dtype: float64, 50817: const     0.004514
vwretd    0.731714
SMB       0.025281
HML       0.012948
dtype: float64, 50818: const    -0.037995
vwretd    1.889094
SMB       0.002984
HML       0.001534
dtype: float64, 50825: const    -0.007364
vwretd    0.842422
SMB       0.014665
HML      -0.008004
dtype: float64, 50833: const     0.009278
vwretd    0.733728
SMB       0.012922
HML       0.009901
dtype: float64, 50834: const     0.054037
vwretd    0.836906
SMB       0.009652
HML      -0.021066
dtype: float64, 50841: const     0.021925
vwretd    0.992793
SMB       0.013171
HML      -0.000176
dtype: float64, 50842: const     0.003096
vwretd    0.931910
SMB       0.007613
HML       0.001038
dtype: float64, 50868: const    -0.017116
vwretd    0.954419
SMB       0.012776
HML       0.005845
dtype: float64, 50869: const     0.022405
vwretd    1.387414
SMB      -0.002216
HML       0.009877
dtype: float64, 50876: const     0.007610
vwretd    0.705091
SMB      -0.004109
HML      -0.003339
dtype: float64, 50877: const     0.010671
vwretd    0.659167
SMB       0.010382
HML       0.001442
dtype: float64, 50884: const    -0.011131
vwretd    1.384370
SMB       0.017207
HML       0.007713
dtype: float64, 50885: const     0.004825
vwretd    0.699853
SMB       0.002371
HML       0.006137
dtype: float64, 50892: const    -0.011930
vwretd    1.422653
SMB       0.017586
HML       0.001113
dtype: float64, 50905: const     0.005073
vwretd    0.805336
SMB       0.003020
HML       0.001358
dtype: float64, 50906: const     0.003413
vwretd    1.645249
SMB       0.003979
HML      -0.002277
dtype: float64, 50913: const     0.003619
vwretd    0.928738
SMB       0.008343
HML       0.002651
dtype: float64, 50914: const     0.031763
vwretd   -0.794110
SMB       0.005873
HML      -0.013701
dtype: float64, 50921: const    -0.010579
vwretd    1.017169
SMB       0.016535
HML       0.004895
dtype: float64, 50922: const    -0.193781
vwretd   -0.077215
SMB      -0.057880
HML       0.030059
dtype: float64, 50948: const     0.006038
vwretd    1.292638
SMB       0.009179
HML      -0.001463
dtype: float64, 50949: const     0.032536
vwretd    0.517979
SMB       0.012952
HML       0.002539
dtype: float64, 50956: const    -0.004152
vwretd    0.928286
SMB       0.000525
HML       0.007031
dtype: float64, 50964: const     0.006077
vwretd    0.657389
SMB       0.008471
HML       0.001270
dtype: float64, 50965: const     0.006163
vwretd    1.092313
SMB       0.005710
HML       0.002014
dtype: float64, 50972: const    -0.005869
vwretd    1.413946
SMB       0.007802
HML       0.011397
dtype: float64, 50973: const    -0.001038
vwretd    0.841437
SMB       0.016030
HML       0.001228
dtype: float64, 50980: const    -0.010635
vwretd    1.353277
SMB       0.011130
HML       0.001133
dtype: float64, 50981: const    -0.137105
vwretd    3.881125
SMB       0.034864
HML       0.016407
dtype: float64, 50999: const     0.008070
vwretd    0.793602
SMB       0.019924
HML      -0.000596
dtype: float64, 51019: const     0.016618
vwretd    0.925768
SMB       0.010492
HML      -0.004192
dtype: float64, 51020: const    -0.066195
vwretd   -1.847391
SMB       0.029346
HML      -0.006530
dtype: float64, 51027: const    -0.033318
vwretd    1.878961
SMB       0.008308
HML       0.015250
dtype: float64, 51028: const    -0.152384
vwretd   -2.980982
SMB       0.041902
HML       0.021196
dtype: float64, 51035: const    -0.014399
vwretd    1.412408
SMB       0.019193
HML      -0.000826
dtype: float64, 51036: const     0.030827
vwretd    0.310792
SMB       0.002331
HML       0.003049
dtype: float64, 51043: const    -0.006378
vwretd    1.563055
SMB      -0.004950
HML       0.009152
dtype: float64, 51044: const    -0.020265
vwretd    0.149277
SMB       0.011026
HML       0.012181
dtype: float64, 51051: const    -0.008087
vwretd    0.917978
SMB       0.012880
HML      -0.003027
dtype: float64, 51052: const    -0.036604
vwretd   -0.751036
SMB       0.011447
HML      -0.020475
dtype: float64, 51078: const    -0.065759
vwretd    1.564448
SMB      -0.003756
HML       0.000419
dtype: float64, 51079: const    -0.010052
vwretd    1.016723
SMB       0.018379
HML       0.006426
dtype: float64, 51086: const    -0.001754
vwretd    1.498109
SMB       0.016431
HML       0.009051
dtype: float64, 51087: const     0.006134
vwretd    0.524814
SMB       0.000894
HML       0.000783
dtype: float64, 51094: const    -0.009803
vwretd    1.438669
SMB       0.020512
HML       0.014152
dtype: float64, 51095: const     0.008204
vwretd    0.265393
SMB       0.020338
HML       0.005978
dtype: float64, 51107: const    -0.005474
vwretd    0.595718
SMB       0.015913
HML       0.004989
dtype: float64, 51108: const    -0.043776
vwretd    1.060091
SMB      -0.001681
HML       0.003606
dtype: float64, 51115: const    -0.019752
vwretd   -0.154078
SMB       0.028816
HML       0.011151
dtype: float64, 51123: const    -0.007504
vwretd    0.621908
SMB       0.003786
HML       0.007545
dtype: float64, 51124: const     0.008292
vwretd   -1.471655
SMB       0.005649
HML       0.008428
dtype: float64, 51131: const     0.002922
vwretd    0.994507
SMB       0.002603
HML      -0.001725
dtype: float64, 51132: const     0.001897
vwretd    1.260153
SMB      -0.001189
HML       0.000544
dtype: float64, 51158: const    -0.017368
vwretd    0.197677
SMB       0.025173
HML       0.002454
dtype: float64, 51159: const     0.029123
vwretd    0.715249
SMB       0.030970
HML       0.008977
dtype: float64, 51166: const    -0.000957
vwretd    0.942275
SMB       0.013031
HML       0.006515
dtype: float64, 51174: const     0.009789
vwretd    2.094245
SMB       0.009615
HML      -0.000048
dtype: float64, 51175: const    -0.011328
vwretd    1.565924
SMB       0.015160
HML       0.014859
dtype: float64, 51182: const    -0.000089
vwretd    0.967529
SMB       0.013092
HML      -0.001451
dtype: float64, 51183: const    -0.062298
vwretd    0.106436
SMB       0.003077
HML      -0.005321
dtype: float64, 51190: const     0.005125
vwretd    1.330461
SMB       0.010442
HML      -0.005449
dtype: float64, 51191: const    -0.050298
vwretd    1.461965
SMB       0.037955
HML       0.000417
dtype: float64, 51203: const    -0.002865
vwretd    1.094152
SMB       0.002617
HML       0.002470
dtype: float64, 51204: const     0.004580
vwretd    1.733418
SMB       0.006980
HML      -0.011073
dtype: float64, 51211: const    -0.005377
vwretd    1.321881
SMB       0.004016
HML       0.001367
dtype: float64, 51212: const     -1.605289
vwretd    51.273675
SMB        0.373520
HML        0.445772
dtype: float64, 51238: const    -0.005602
vwretd   -1.146240
SMB       0.020067
HML       0.013571
dtype: float64, 51239: const    -0.009107
vwretd    1.388720
SMB       0.008614
HML      -0.011748
dtype: float64, 51246: const    -0.002331
vwretd    0.693723
SMB       0.004092
HML       0.005986
dtype: float64, 51247: const    -0.023020
vwretd    2.438821
SMB      -0.002116
HML       0.005717
dtype: float64, 51254: const    -0.000259
vwretd    1.068518
SMB       0.012146
HML       0.005089
dtype: float64, 51255: const     0.009255
vwretd    0.033130
SMB       0.005418
HML      -0.000704
dtype: float64, 51262: const     0.004645
vwretd    1.534831
SMB       0.001022
HML      -0.005631
dtype: float64, 51263: const    -0.002641
vwretd    1.555470
SMB       0.007882
HML       0.010790
dtype: float64, 51270: const     0.004694
vwretd    1.485781
SMB       0.025479
HML      -0.004430
dtype: float64, 51289: const     0.001200
vwretd    0.573024
SMB       0.010479
HML       0.004401
dtype: float64, 51290: const    -0.035224
vwretd    1.727255
SMB       0.016531
HML       0.008112
dtype: float64, 51297: const    -0.008836
vwretd    1.682303
SMB       0.024639
HML       0.005450
dtype: float64, 51298: const    -0.026471
vwretd    0.325133
SMB       0.003593
HML       0.005385
dtype: float64, 51318: const     0.003611
vwretd    0.755157
SMB       0.006233
HML       0.003264
dtype: float64, 51319: const    -0.004016
vwretd    0.901560
SMB      -0.002269
HML       0.010883
dtype: float64, 51326: const    -0.022313
vwretd    1.302389
SMB       0.022872
HML       0.005686
dtype: float64, 51327: const    -0.019795
vwretd    1.567753
SMB       0.000174
HML      -0.010594
dtype: float64, 51334: const     0.013139
vwretd    1.094959
SMB       0.013890
HML      -0.007710
dtype: float64, 51335: const    -0.012434
vwretd    1.525227
SMB       0.014198
HML       0.012711
dtype: float64, 51342: const    -0.015880
vwretd    1.170313
SMB       0.013647
HML       0.005141
dtype: float64, 51343: const     0.016958
vwretd    1.569087
SMB       0.003298
HML       0.004069
dtype: float64, 51350: const    -0.012020
vwretd    0.975931
SMB       0.051401
HML       0.012954
dtype: float64, 51351: const     0.002822
vwretd    1.089629
SMB       0.003965
HML       0.003625
dtype: float64, 51369: const     0.001599
vwretd    1.764415
SMB       0.009244
HML      -0.003027
dtype: float64, 51370: const     0.021269
vwretd    1.086139
SMB       0.010816
HML      -0.016028
dtype: float64, 51377: const     0.006991
vwretd    1.409503
SMB       0.013090
HML      -0.005666
dtype: float64, 51378: const    -0.005747
vwretd    0.732828
SMB       0.000258
HML      -0.003895
dtype: float64, 51385: const     0.012375
vwretd    1.179787
SMB       0.026109
HML       0.016623
dtype: float64, 51386: const    -0.001950
vwretd    0.012731
SMB       0.012258
HML      -0.015753
dtype: float64, 51393: const     0.014628
vwretd    1.056660
SMB       0.016279
HML      -0.007695
dtype: float64, 51394: const     0.028323
vwretd   -0.145862
SMB       0.043641
HML      -0.009026
dtype: float64, 51406: const    -0.009328
vwretd    1.180212
SMB       0.014073
HML       0.017498
dtype: float64, 51407: const     0.136704
vwretd    0.086193
SMB       0.005310
HML      -0.046348
dtype: float64, 51414: const    -0.000625
vwretd    0.944846
SMB       0.009696
HML       0.003578
dtype: float64, 51422: const    -0.028074
vwretd    1.503270
SMB       0.016778
HML       0.012032
dtype: float64, 51423: const    -0.001657
vwretd    1.153804
SMB       0.007710
HML       0.006196
dtype: float64, 51430: const     0.001686
vwretd    0.946915
SMB       0.024989
HML       0.007255
dtype: float64, 51431: const    -0.022655
vwretd    0.793398
SMB      -0.003389
HML       0.003521
dtype: float64, 51449: const    -0.011376
vwretd    1.999498
SMB       0.013122
HML       0.014043
dtype: float64, 51450: const     0.040715
vwretd   -0.383005
SMB       0.029554
HML      -0.022664
dtype: float64, 51457: const    -0.003559
vwretd    1.072762
SMB       0.007112
HML       0.001401
dtype: float64, 51458: const     0.020868
vwretd   -0.215659
SMB       0.008025
HML      -0.010040
dtype: float64, 51465: const     0.024934
vwretd    1.606644
SMB       0.005293
HML      -0.015126
dtype: float64, 51466: const     0.035624
vwretd    2.628607
SMB       0.024194
HML       0.001800
dtype: float64, 51473: const    -0.034855
vwretd    1.907012
SMB       0.006515
HML       0.021637
dtype: float64, 51474: const     0.070760
vwretd   -0.737120
SMB       0.001746
HML      -0.008701
dtype: float64, 51481: const     0.021621
vwretd    1.019597
SMB       0.035211
HML       0.005202
dtype: float64, 51482: const     0.047130
vwretd   -0.206710
SMB       0.006050
HML      -0.008773
dtype: float64, 51502: const     0.010074
vwretd    1.487387
SMB       0.024067
HML       0.009023
dtype: float64, 51503: const     0.005654
vwretd    0.905299
SMB       0.002784
HML       0.005229
dtype: float64, 51510: const     0.004218
vwretd    0.957904
SMB       0.013880
HML      -0.002178
dtype: float64, 51511: const    -0.015424
vwretd    8.718709
SMB      -0.062421
HML       0.106918
dtype: float64, 51529: const    -0.046889
vwretd    4.199615
SMB      -0.027274
HML       0.006558
dtype: float64, 51530: const     0.006824
vwretd    0.471411
SMB       0.002731
HML       0.003643
dtype: float64, 51538: const    -0.097262
vwretd    1.244317
SMB       0.023565
HML       0.023249
dtype: float64, 51545: const    -0.026986
vwretd    0.883207
SMB       0.012402
HML      -0.004271
dtype: float64, 51546: const     0.012300
vwretd    0.937688
SMB       0.009947
HML      -0.002371
dtype: float64, 51553: const     0.006024
vwretd    1.160135
SMB       0.003614
HML       0.006922
dtype: float64, 51554: const    -0.011862
vwretd    1.270607
SMB       0.006008
HML       0.002267
dtype: float64, 51561: const     0.007719
vwretd    1.114170
SMB       0.008319
HML      -0.005614
dtype: float64, 51562: const    -0.032410
vwretd    0.328566
SMB       0.006718
HML      -0.005570
dtype: float64, 51588: const    -0.000629
vwretd    0.953328
SMB       0.001578
HML       0.007734
dtype: float64, 51589: const    -0.033899
vwretd    1.905748
SMB       0.015615
HML       0.004179
dtype: float64, 51596: const     0.007853
vwretd    0.697576
SMB       0.001209
HML       0.002844
dtype: float64, 51609: const    -0.009373
vwretd    1.487857
SMB       0.012786
HML       0.009986
dtype: float64, 51610: const     0.010695
vwretd    0.320264
SMB       0.002597
HML       0.001754
dtype: float64, 51617: const     0.007462
vwretd    1.137281
SMB       0.017117
HML      -0.000593
dtype: float64, 51618: const    -0.084777
vwretd    1.778986
SMB       0.007165
HML       0.023325
dtype: float64, 51625: const     0.004134
vwretd    1.080711
SMB       0.004724
HML       0.003817
dtype: float64, 51626: const     0.013489
vwretd    0.336010
SMB       0.007174
HML       0.003367
dtype: float64, 51633: const     0.006248
vwretd    0.514687
SMB      -0.000674
HML       0.004369
dtype: float64, 51641: const     0.048650
vwretd    1.144003
SMB       0.013140
HML      -0.001927
dtype: float64, 51642: const     0.052683
vwretd   -1.629419
SMB       0.000112
HML      -0.009127
dtype: float64, 51668: const    -0.014977
vwretd   -0.132287
SMB       0.006053
HML      -0.004250
dtype: float64, 51669: const    -0.073434
vwretd   -1.629410
SMB      -0.019262
HML      -0.052211
dtype: float64, 51676: const    -0.008253
vwretd    1.162389
SMB       0.001086
HML       0.007332
dtype: float64, 51677: const    -0.006793
vwretd    1.448168
SMB       0.003775
HML      -0.003403
dtype: float64, 51684: const     0.009476
vwretd    1.383371
SMB       0.022090
HML       0.007119
dtype: float64, 51685: const    -0.034900
vwretd    1.605549
SMB       0.001522
HML      -0.015200
dtype: float64, 51692: const    -0.008786
vwretd    2.088553
SMB       0.019101
HML       0.023419
dtype: float64, 51693: const     0.003407
vwretd    0.539432
SMB       0.004704
HML       0.004175
dtype: float64, 51705: const    -0.014391
vwretd    0.043458
SMB       0.003592
HML      -0.000410
dtype: float64, 51706: const    -0.000666
vwretd    0.997734
SMB      -0.000687
HML       0.009755
dtype: float64, 51713: const    -0.066656
vwretd    2.589185
SMB      -0.014026
HML      -0.014458
dtype: float64, 51714: const     -0.529326
vwretd    29.632222
SMB        0.410153
HML        0.231210
dtype: float64, 51721: const     0.001255
vwretd    1.418537
SMB       0.005935
HML       0.002798
dtype: float64, 51722: const     0.050896
vwretd    0.536515
SMB      -0.000773
HML      -0.003560
dtype: float64, 51748: const    -0.021387
vwretd    1.037296
SMB       0.019672
HML       0.011738
dtype: float64, 51756: const     0.007606
vwretd    0.259681
SMB       0.004453
HML      -0.001531
dtype: float64, 51757: const     0.019068
vwretd    1.120610
SMB      -0.018808
HML       0.014389
dtype: float64, 51764: const    -0.002135
vwretd    1.368805
SMB       0.002990
HML       0.010065
dtype: float64, 51765: const     0.055713
vwretd   -0.543591
SMB      -0.008277
HML      -0.010662
dtype: float64, 51772: const    -0.002974
vwretd    1.342160
SMB       0.000987
HML       0.007958
dtype: float64, 51773: const    -0.043174
vwretd    0.963501
SMB      -0.001475
HML       0.003489
dtype: float64, 51780: const     0.016256
vwretd    0.687240
SMB       0.019503
HML       0.011290
dtype: float64, 51781: const    -0.007855
vwretd    1.278528
SMB       0.006695
HML       0.006202
dtype: float64, 51799: const    -0.000667
vwretd    0.537054
SMB       0.004067
HML       0.008454
dtype: float64, 51800: const    -0.000986
vwretd    1.327836
SMB       0.008950
HML       0.013088
dtype: float64, 51801: const    -0.004214
vwretd    0.896444
SMB       0.004574
HML       0.007014
dtype: float64, 51802: const     0.019302
vwretd    0.653628
SMB       0.002574
HML       0.001237
dtype: float64, 51828: const    -0.001632
vwretd    1.201892
SMB       0.010996
HML       0.002874
dtype: float64, 51829: const     0.002287
vwretd    1.160198
SMB       0.018600
HML      -0.003078
dtype: float64, 51836: const     0.009982
vwretd    0.846927
SMB       0.004816
HML      -0.003045
dtype: float64, 51837: const    -0.000871
vwretd    0.178230
SMB       0.010625
HML       0.004354
dtype: float64, 51844: const     0.021448
vwretd    0.895993
SMB       0.006395
HML       0.005395
dtype: float64, 51845: const    -0.035919
vwretd    1.983035
SMB       0.017148
HML       0.004653
dtype: float64, 51852: const    -0.002215
vwretd    0.702020
SMB       0.006292
HML       0.006361
dtype: float64, 51853: const     0.006304
vwretd    0.556803
SMB      -0.020495
HML      -0.000184
dtype: float64, 51860: const     0.008073
vwretd    0.440241
SMB       0.021724
HML      -0.000058
dtype: float64, 51861: const    -0.040411
vwretd    1.658207
SMB      -0.003730
HML       0.004035
dtype: float64, 51879: const     0.007270
vwretd    0.736089
SMB       0.013226
HML      -0.007234
dtype: float64, 51880: const    -0.025363
vwretd   -0.343081
SMB       0.027313
HML      -0.004114
dtype: float64, 51887: const     0.009446
vwretd    1.016632
SMB       0.006005
HML      -0.003262
dtype: float64, 51888: const     0.017274
vwretd    0.680267
SMB       0.006741
HML       0.001828
dtype: float64, 51895: const     0.019007
vwretd    0.558560
SMB       0.017393
HML       0.005418
dtype: float64, 51896: const    -0.026733
vwretd    1.164711
SMB       0.025791
HML       0.012413
dtype: float64, 51908: const    -0.021827
vwretd    1.449675
SMB       0.015819
HML       0.012649
dtype: float64, 51909: const     0.007264
vwretd    0.567789
SMB       0.017313
HML      -0.004337
dtype: float64, 51916: const     0.003717
vwretd    0.252456
SMB      -0.000347
HML       0.001052
dtype: float64, 51917: const    -0.076214
vwretd    1.697366
SMB       0.024646
HML       0.003765
dtype: float64, 51924: const    -0.009626
vwretd    1.993937
SMB       0.046920
HML       0.022423
dtype: float64, 51925: const     0.005547
vwretd    0.655042
SMB       0.004123
HML       0.003558
dtype: float64, 51932: const     0.001832
vwretd    0.984537
SMB       0.003601
HML       0.005047
dtype: float64, 51933: const     0.002803
vwretd    0.668538
SMB       0.001794
HML       0.005559
dtype: float64, 51940: const     0.010834
vwretd    1.762954
SMB       0.000864
HML      -0.004397
dtype: float64, 51941: const     0.002828
vwretd    0.529193
SMB       0.011166
HML      -0.002761
dtype: float64, 51959: const    -0.009506
vwretd    0.935055
SMB       0.018308
HML       0.002543
dtype: float64, 51960: const     0.000179
vwretd    1.017488
SMB       0.015454
HML       0.003001
dtype: float64, 51967: const     0.010567
vwretd    1.410575
SMB       0.018444
HML       0.003522
dtype: float64, 51968: const    -0.020682
vwretd    1.546801
SMB       0.005005
HML       0.009848
dtype: float64, 51975: const    -0.040024
vwretd    1.308277
SMB       0.017853
HML       0.009763
dtype: float64, 51976: const     0.001694
vwretd    1.069933
SMB       0.013358
HML      -0.000581
dtype: float64, 51983: const     0.001965
vwretd    0.263257
SMB       0.008770
HML       0.004160
dtype: float64, 51984: const    -0.002042
vwretd    0.722184
SMB       0.010008
HML       0.007694
dtype: float64, 51991: const     0.000206
vwretd    1.184788
SMB       0.014034
HML       0.007518
dtype: float64, 51992: const    -0.036744
vwretd    1.298675
SMB       0.000419
HML       0.008760
dtype: float64, 52003: const     0.004584
vwretd    1.094119
SMB       0.016064
HML      -0.003686
dtype: float64, 52004: const    -0.025997
vwretd    1.482375
SMB      -0.000867
HML       0.012820
dtype: float64, 52011: const    -0.004562
vwretd    1.435898
SMB      -0.002437
HML       0.016043
dtype: float64, 52012: const     0.022922
vwretd    1.139206
SMB       0.001954
HML       0.002378
dtype: float64, 52038: const     0.004919
vwretd    0.903397
SMB       0.001562
HML       0.003534
dtype: float64, 52039: const    -0.000923
vwretd    1.052682
SMB       0.000268
HML       0.003227
dtype: float64, 52046: const    -0.033747
vwretd    1.497016
SMB       0.019194
HML       0.010349
dtype: float64, 52054: const     0.002979
vwretd    0.646337
SMB       0.004811
HML       0.004454
dtype: float64, 52055: const     0.350775
vwretd    0.045055
SMB       0.002202
HML      -0.081100
dtype: float64, 52062: const    -0.001347
vwretd    1.246202
SMB       0.009601
HML      -0.001300
dtype: float64, 52070: const     0.012803
vwretd    0.754212
SMB       0.008596
HML      -0.007335
dtype: float64, 52071: const     0.001899
vwretd    0.784397
SMB       0.007283
HML       0.005775
dtype: float64, 52089: const     0.006636
vwretd    1.083023
SMB       0.016455
HML      -0.001733
dtype: float64, 52090: const     0.006546
vwretd    0.647482
SMB      -0.000297
HML       0.000637
dtype: float64, 52097: const    -0.000994
vwretd    0.634179
SMB       0.011731
HML       0.001760
dtype: float64, 52098: const    -0.207831
vwretd    3.907515
SMB       0.041789
HML       0.007468
dtype: float64, 52118: const    -0.021808
vwretd    1.282152
SMB       0.013256
HML       0.016223
dtype: float64, 52126: const    -0.069573
vwretd    2.205991
SMB       0.022049
HML       0.046818
dtype: float64, 52134: const    -0.000503
vwretd    1.556752
SMB       0.002666
HML       0.005357
dtype: float64, 52135: const     0.002435
vwretd    0.864431
SMB       0.011596
HML       0.002023
dtype: float64, 52142: const    -0.003282
vwretd    1.221653
SMB       0.003996
HML       0.004916
dtype: float64, 52143: const     0.013231
vwretd    0.234687
SMB       0.000794
HML       0.001008
dtype: float64, 52150: const     0.006491
vwretd    0.908438
SMB       0.018247
HML       0.001331
dtype: float64, 52169: const     0.009138
vwretd    3.286620
SMB       0.004367
HML       0.009090
dtype: float64, 52177: const    -0.019617
vwretd    1.120691
SMB       0.020365
HML       0.019922
dtype: float64, 52185: const    -0.020032
vwretd    0.594231
SMB       0.024210
HML       0.001219
dtype: float64, 52193: const    -0.012883
vwretd    1.627017
SMB       0.012430
HML       0.012363
dtype: float64, 52194: const    -0.033651
vwretd    0.365069
SMB       0.009902
HML       0.000948
dtype: float64, 52206: const     0.001201
vwretd    0.991578
SMB       0.003198
HML       0.006945
dtype: float64, 52207: const    -0.008425
vwretd    1.372400
SMB       0.009780
HML       0.010328
dtype: float64, 52214: const    -0.000801
vwretd    0.724595
SMB       0.011394
HML       0.008026
dtype: float64, 52215: const    -0.009766
vwretd    1.395619
SMB      -0.006071
HML       0.005211
dtype: float64, 52222: const    -0.007911
vwretd    0.097005
SMB       0.013680
HML       0.017096
dtype: float64, 52223: const    -0.042821
vwretd    0.430007
SMB       0.026048
HML       0.010342
dtype: float64, 52230: const     0.005125
vwretd    0.939168
SMB       0.005798
HML       0.005319
dtype: float64, 52231: const    -0.013217
vwretd    1.384397
SMB       0.020704
HML       0.001972
dtype: float64, 52249: const     0.008659
vwretd    0.804854
SMB       0.018554
HML       0.002409
dtype: float64, 52250: const     0.012751
vwretd    0.715336
SMB       0.011340
HML      -0.001226
dtype: float64, 52257: const    -0.000433
vwretd    0.553328
SMB       0.011221
HML       0.005002
dtype: float64, 52258: const     0.013219
vwretd    1.132235
SMB       0.005907
HML      -0.007405
dtype: float64, 52265: const     0.000254
vwretd    1.000727
SMB       0.000900
HML       0.007336
dtype: float64, 52266: const    -0.020988
vwretd    0.660746
SMB       0.021484
HML       0.000687
dtype: float64, 52273: const    -0.018037
vwretd    1.180502
SMB       0.019062
HML       0.005690
dtype: float64, 52274: const    -0.009708
vwretd    1.086665
SMB       0.067479
HML       0.029288
dtype: float64, 52281: const    -0.041622
vwretd    0.946346
SMB       0.020765
HML       0.008603
dtype: float64, 52282: const     0.006099
vwretd    0.415384
SMB       0.018455
HML      -0.009741
dtype: float64, 52302: const     0.008853
vwretd    1.380857
SMB       0.005933
HML       0.002670
dtype: float64, 52303: const    -0.003419
vwretd    1.347013
SMB       0.145276
HML       0.037354
dtype: float64, 52310: const    -0.012458
vwretd    1.995168
SMB       0.015619
HML       0.025817
dtype: float64, 52311: const     0.014653
vwretd    0.684429
SMB       0.020260
HML       0.003731
dtype: float64, 52329: const     0.004909
vwretd    1.072763
SMB       0.003808
HML       0.002826
dtype: float64, 52330: const    -0.160286
vwretd    2.456281
SMB       0.045244
HML       0.001371
dtype: float64, 52337: const    -0.000474
vwretd    1.467003
SMB       0.003886
HML       0.005981
dtype: float64, 52338: const     0.054701
vwretd    8.959209
SMB      -0.088956
HML      -0.013658
dtype: float64, 52345: const     0.006020
vwretd    0.796778
SMB       0.004592
HML       0.001240
dtype: float64, 52346: const     0.010164
vwretd    1.010643
SMB       0.007280
HML      -0.010874
dtype: float64, 52353: const    -0.031688
vwretd    1.348492
SMB       0.018877
HML       0.017196
dtype: float64, 52361: const    -0.022032
vwretd    1.350476
SMB       0.008123
HML       0.015525
dtype: float64, 52362: const     0.011128
vwretd    0.660058
SMB       0.000150
HML       0.001327
dtype: float64, 52388: const     0.008136
vwretd    0.899358
SMB       0.013546
HML      -0.002512
dtype: float64, 52389: const     0.484501
vwretd    0.555038
SMB       0.026110
HML      -0.127481
dtype: float64, 52396: const    -0.002899
vwretd    1.573242
SMB       0.011247
HML       0.011341
dtype: float64, 52397: const     0.015305
vwretd    0.121249
SMB       0.003277
HML      -0.001851
dtype: float64, 52409: const    -0.091929
vwretd    3.500557
SMB      -0.002864
HML      -0.011068
dtype: float64, 52410: const      0.545483
vwretd    48.407755
SMB       -0.712030
HML       -0.458338
dtype: float64, 52417: const    -0.025022
vwretd    0.284762
SMB       0.006968
HML      -0.003871
dtype: float64, 52418: const     0.010901
vwretd   -0.221755
SMB       0.001818
HML      -0.000372
dtype: float64, 52425: const     0.004157
vwretd    0.575016
SMB       0.002820
HML       0.004479
dtype: float64, 52433: const    -0.001174
vwretd    0.666838
SMB       0.003619
HML       0.004918
dtype: float64, 52434: const     0.016144
vwretd    1.040154
SMB       0.007817
HML      -0.019283
dtype: float64, 52441: const     0.001483
vwretd    0.911755
SMB       0.005767
HML       0.001955
dtype: float64, 52442: const     0.021004
vwretd   -0.435753
SMB       0.013729
HML       0.001617
dtype: float64, 52469: const     0.001819
vwretd    0.976109
SMB       0.012821
HML       0.006431
dtype: float64, 52476: const     0.005148
vwretd    0.933517
SMB       0.000070
HML       0.002341
dtype: float64, 52484: const     0.003755
vwretd    0.777305
SMB       0.008760
HML       0.003119
dtype: float64, 52485: const    -0.072574
vwretd    2.037870
SMB      -0.006394
HML       0.019729
dtype: float64, 52492: const    -0.000752
vwretd    0.502656
SMB       0.011467
HML       0.005366
dtype: float64, 52493: const     0.014760
vwretd    0.985057
SMB       0.004916
HML       0.002153
dtype: float64, 52505: const     0.000520
vwretd    0.963487
SMB       0.002780
HML       0.004963
dtype: float64, 52506: const    -0.020177
vwretd    1.602895
SMB       0.014783
HML       0.023534
dtype: float64, 52513: const    -0.004429
vwretd    0.623634
SMB       0.021576
HML       0.010174
dtype: float64, 52514: const     0.029135
vwretd    0.423559
SMB       0.005584
HML       0.012222
dtype: float64, 52521: const     0.007364
vwretd    1.650819
SMB       0.014411
HML      -0.001984
dtype: float64, 52522: const    -0.012369
vwretd    1.263442
SMB       0.000468
HML       0.009428
dtype: float64, 52548: const    -0.012159
vwretd    1.390179
SMB       0.014307
HML       0.012569
dtype: float64, 52549: const     0.018831
vwretd   -1.133445
SMB      -0.059527
HML      -0.050072
dtype: float64, 52556: const    -0.003060
vwretd    0.702591
SMB       0.002497
HML       0.008531
dtype: float64, 52557: const     0.008434
vwretd    0.865196
SMB       0.007915
HML      -0.001065
dtype: float64, 52564: const     0.007756
vwretd    0.948814
SMB       0.010636
HML      -0.002308
dtype: float64, 52565: const    -0.006180
vwretd    1.422682
SMB      -0.006141
HML      -0.017964
dtype: float64, 52572: const    -0.004414
vwretd    0.703876
SMB       0.029687
HML      -0.000453
dtype: float64, 52580: const    -0.036027
vwretd    1.596671
SMB       0.014713
HML       0.021821
dtype: float64, 52581: const     0.004053
vwretd    0.696779
SMB       0.011333
HML      -0.003762
dtype: float64, 52599: const     0.000363
vwretd    0.745516
SMB       0.017961
HML       0.005626
dtype: float64, 52600: const    -0.002957
vwretd    0.730902
SMB      -0.006899
HML      -0.045206
dtype: float64, 52601: const    -0.011375
vwretd    1.326309
SMB       0.010290
HML       0.003526
dtype: float64, 52602: const     0.000083
vwretd    1.702868
SMB       0.008583
HML      -0.004337
dtype: float64, 52628: const     0.002070
vwretd    1.123530
SMB       0.011658
HML      -0.002001
dtype: float64, 52629: const    -0.099802
vwretd    0.762942
SMB       0.008281
HML      -0.006027
dtype: float64, 52636: const    -0.000604
vwretd    1.243339
SMB       0.021207
HML       0.000609
dtype: float64, 52637: const     0.036608
vwretd   -1.035785
SMB       0.038303
HML       0.011619
dtype: float64, 52644: const    -0.038908
vwretd    0.993907
SMB       0.019765
HML       0.015216
dtype: float64, 52645: const     0.020908
vwretd    1.002405
SMB       0.055427
HML      -0.007895
dtype: float64, 52652: const     0.007005
vwretd    1.411049
SMB       0.018975
HML       0.008846
dtype: float64, 52653: const     0.057605
vwretd    0.616752
SMB       0.010426
HML       0.001656
dtype: float64, 52660: const    -0.036416
vwretd    1.373720
SMB       0.018879
HML       0.024352
dtype: float64, 52661: const    -0.080396
vwretd    4.115886
SMB       0.022766
HML      -0.003192
dtype: float64, 52679: const     0.003056
vwretd    0.401653
SMB       0.000006
HML       0.001944
dtype: float64, 52680: const     0.004301
vwretd   -0.240122
SMB       0.012176
HML      -0.006295
dtype: float64, 52687: const    -0.013100
vwretd    1.518727
SMB       0.024356
HML       0.015466
dtype: float64, 52688: const    -0.126505
vwretd    3.763038
SMB       0.033758
HML       0.018514
dtype: float64, 52695: const     0.003854
vwretd    0.931591
SMB       0.000596
HML       0.002613
dtype: float64, 52696: const     0.021457
vwretd    1.662260
SMB       0.008370
HML      -0.010114
dtype: float64, 52708: const    -0.001225
vwretd    1.622073
SMB       0.008461
HML       0.008180
dtype: float64, 52709: const    -0.013649
vwretd    2.485739
SMB      -0.008446
HML       0.029005
dtype: float64, 52716: const     0.003928
vwretd    0.902411
SMB       0.001902
HML       0.003250
dtype: float64, 52717: const    -0.006703
vwretd    0.850118
SMB       0.026235
HML      -0.004367
dtype: float64, 52724: const     0.006188
vwretd    1.503760
SMB       0.012467
HML       0.004730
dtype: float64, 52725: const     0.001570
vwretd   -0.785125
SMB       0.021361
HML      -0.012217
dtype: float64, 52732: const    -0.064649
vwretd    1.564981
SMB       0.013113
HML      -0.011759
dtype: float64, 52733: const     0.140416
vwretd    2.281103
SMB      -0.008501
HML      -0.022042
dtype: float64, 52740: const    -0.005982
vwretd    1.066012
SMB       0.009818
HML       0.006180
dtype: float64, 52741: const    -0.014112
vwretd    1.811410
SMB       0.017370
HML       0.003373
dtype: float64, 52759: const    -0.001187
vwretd    0.925946
SMB       0.012349
HML       0.003436
dtype: float64, 52760: const    -0.013200
vwretd    0.801978
SMB       0.003697
HML       0.001928
dtype: float64, 52767: const     0.019568
vwretd    0.584301
SMB       0.020415
HML       0.008643
dtype: float64, 52768: const     0.132722
vwretd   -0.004208
SMB      -0.008963
HML       0.014871
dtype: float64, 52775: const    -0.005411
vwretd    1.358526
SMB       0.002606
HML       0.005643
dtype: float64, 52783: const    -0.002949
vwretd    0.897059
SMB       0.011530
HML       0.003587
dtype: float64, 52784: const     0.004395
vwretd    1.804377
SMB       0.023538
HML      -0.000016
dtype: float64, 52791: const     0.013021
vwretd    1.484606
SMB       0.000941
HML      -0.001923
dtype: float64, 52792: const     0.012067
vwretd    1.309269
SMB       0.007011
HML      -0.000503
dtype: float64, 52804: const    -0.007212
vwretd    1.419059
SMB       0.016127
HML      -0.000641
dtype: float64, 52805: const    -0.077060
vwretd    0.136198
SMB       0.023706
HML       0.023736
dtype: float64, 52812: const    -0.004416
vwretd    1.021539
SMB       0.009577
HML       0.003994
dtype: float64, 52813: const    -0.000280
vwretd    1.551754
SMB       0.008430
HML      -0.001776
dtype: float64, 52820: const    -0.007443
vwretd    0.966798
SMB       0.022669
HML       0.008510
dtype: float64, 52821: const    -0.000574
vwretd    0.923381
SMB       0.002185
HML       0.007894
dtype: float64, 52839: const     0.042856
vwretd    0.691547
SMB       0.012530
HML      -0.012785
dtype: float64, 52840: const     0.001482
vwretd    0.997076
SMB      -0.001699
HML       0.007057
dtype: float64, 52847: const    -0.004900
vwretd    0.683329
SMB       0.009415
HML       0.006335
dtype: float64, 52848: const    -0.018156
vwretd    0.653782
SMB       0.001099
HML       0.008725
dtype: float64, 52855: const    -0.019348
vwretd    1.316634
SMB       0.016988
HML       0.014798
dtype: float64, 52856: const    -0.049392
vwretd    0.659101
SMB      -0.007021
HML      -0.000070
dtype: float64, 52863: const    -0.010653
vwretd    0.934781
SMB       0.009581
HML       0.010847
dtype: float64, 52864: const     0.022331
vwretd    0.606101
SMB       0.004732
HML       0.004393
dtype: float64, 52871: const    -0.006784
vwretd    1.013081
SMB       0.002239
HML       0.008510
dtype: float64, 52872: const     0.009087
vwretd    0.189056
SMB       0.001291
HML       0.003635
dtype: float64, 52898: const     0.010061
vwretd    0.470621
SMB      -0.000102
HML       0.001688
dtype: float64, 52899: const    -0.009489
vwretd    1.428048
SMB       0.006412
HML       0.008492
dtype: float64, 52900: const     0.014687
vwretd    0.697126
SMB       0.016198
HML       0.005376
dtype: float64, 52901: const     0.002899
vwretd    0.539483
SMB       0.012191
HML      -0.001890
dtype: float64, 52919: const    -0.005262
vwretd    1.920347
SMB       0.001450
HML       0.002602
dtype: float64, 52920: const     0.002171
vwretd    0.939584
SMB       0.006849
HML       0.001730
dtype: float64, 52928: const    -0.015854
vwretd    2.640921
SMB       0.044757
HML       0.030621
dtype: float64, 52935: const    -0.012565
vwretd    1.702882
SMB       0.018463
HML       0.004348
dtype: float64, 52936: const     0.004125
vwretd    0.711221
SMB      -0.000298
HML       0.005707
dtype: float64, 52943: const    -0.014698
vwretd    0.863006
SMB       0.015748
HML       0.011773
dtype: float64, 52944: const     0.003775
vwretd    0.731988
SMB      -0.000056
HML       0.003460
dtype: float64, 52951: const    -0.000859
vwretd    1.363278
SMB       0.019740
HML       0.020201
dtype: float64, 52952: const    -0.001542
vwretd    0.292751
SMB       0.009483
HML      -0.000882
dtype: float64, 52978: const     0.005001
vwretd    1.066171
SMB       0.005672
HML       0.002607
dtype: float64, 52979: const     0.039765
vwretd    3.098378
SMB      -0.011793
HML       0.055658
dtype: float64, 52986: const     0.027590
vwretd    0.520362
SMB       0.013119
HML       0.012777
dtype: float64, 52987: const     0.007068
vwretd   -0.050411
SMB       0.026386
HML       0.019583
dtype: float64, 52994: const     0.025745
vwretd    0.293029
SMB       0.003139
HML      -0.008740
dtype: float64, 52995: const    -0.085706
vwretd   -0.566644
SMB       0.024950
HML       0.007551
dtype: float64, 53006: const    -0.011799
vwretd    1.181663
SMB       0.022508
HML       0.014700
dtype: float64, 53007: const     0.011520
vwretd    0.775335
SMB      -0.000229
HML       0.007654
dtype: float64, 53014: const    -0.017538
vwretd    0.643941
SMB      -0.000555
HML      -0.011665
dtype: float64, 53015: const     0.002092
vwretd    1.220321
SMB       0.008785
HML       0.007500
dtype: float64, 53022: const    -0.007155
vwretd    0.264566
SMB       0.037982
HML       0.016024
dtype: float64, 53023: const     0.005480
vwretd    0.484841
SMB       0.001937
HML       0.004071
dtype: float64, 53030: const     0.001100
vwretd    0.348976
SMB       0.019046
HML       0.003285
dtype: float64, 53031: const     0.000828
vwretd    0.951286
SMB       0.023107
HML      -0.001987
dtype: float64, 53049: const    -0.043162
vwretd    1.696661
SMB       0.008788
HML       0.022278
dtype: float64, 53050: const    -0.011695
vwretd    1.265300
SMB       0.007609
HML      -0.005834
dtype: float64, 53057: const    -0.028073
vwretd    1.303759
SMB       0.018260
HML       0.022454
dtype: float64, 53058: const     0.011295
vwretd    0.584474
SMB       0.005466
HML       0.002028
dtype: float64, 53065: const     0.000169
vwretd    1.304920
SMB       0.002987
HML       0.004872
dtype: float64, 53066: const     0.016903
vwretd    1.143011
SMB       0.013860
HML       0.000806
dtype: float64, 53073: const    -0.027353
vwretd    1.090531
SMB       0.017689
HML       0.013995
dtype: float64, 53074: const     0.010575
vwretd    0.443807
SMB       0.006651
HML      -0.003807
dtype: float64, 53081: const     0.001528
vwretd    1.192113
SMB      -0.004852
HML      -0.000391
dtype: float64, 53082: const     0.004694
vwretd    0.907838
SMB       0.004546
HML       0.004972
dtype: float64, 53102: const    -0.003157
vwretd    1.470742
SMB       0.007922
HML       0.000229
dtype: float64, 53103: const     0.008793
vwretd    0.773427
SMB       0.010067
HML      -0.024654
dtype: float64, 53110: const     0.004669
vwretd    0.843646
SMB       0.006795
HML       0.005102
dtype: float64, 53111: const     0.095019
vwretd   -0.283220
SMB      -0.011090
HML      -0.044550
dtype: float64, 53129: const    -0.001792
vwretd    0.909256
SMB       0.003140
HML       0.006128
dtype: float64, 53137: const    -0.000791
vwretd    1.007153
SMB       0.005448
HML      -0.001688
dtype: float64, 53138: const     0.008653
vwretd    0.892612
SMB       0.042498
HML       0.081143
dtype: float64, 53145: const    -0.005110
vwretd    1.630160
SMB       0.012833
HML      -0.001321
dtype: float64, 53146: const     0.020261
vwretd   -0.855113
SMB       0.061126
HML      -0.010937
dtype: float64, 53153: const    -0.028707
vwretd    2.357821
SMB       0.025876
HML       0.031774
dtype: float64, 53154: const     0.068805
vwretd    1.871492
SMB       0.014785
HML       0.001628
dtype: float64, 53161: const     0.003962
vwretd    1.043183
SMB       0.016385
HML       0.001004
dtype: float64, 53162: const    -0.185490
vwretd   -2.928133
SMB       0.109580
HML       0.023934
dtype: float64, 53188: const    -0.026928
vwretd    1.128390
SMB       0.026754
HML       0.020632
dtype: float64, 53189: const     0.014934
vwretd    0.728014
SMB       0.015381
HML      -0.001086
dtype: float64, 53196: const    -0.001439
vwretd    1.054819
SMB       0.006378
HML       0.009814
dtype: float64, 53197: const     0.008579
vwretd    1.088455
SMB       0.016690
HML       0.001198
dtype: float64, 53209: const     0.002651
vwretd    1.122136
SMB       0.000228
HML       0.005113
dtype: float64, 53210: const    -0.000908
vwretd    0.571277
SMB       0.006005
HML       0.012485
dtype: float64, 53217: const    -0.028442
vwretd    1.336729
SMB       0.018483
HML       0.011731
dtype: float64, 53225: const     0.002003
vwretd    0.881541
SMB       0.002611
HML       0.003867
dtype: float64, 53226: const     0.017648
vwretd    1.266394
SMB      -0.001708
HML      -0.011813
dtype: float64, 53233: const    -0.005592
vwretd    1.198736
SMB       0.003810
HML       0.009525
dtype: float64, 53234: const     0.044541
vwretd    0.314998
SMB       0.009314
HML       0.003444
dtype: float64, 53241: const    -0.008971
vwretd    1.187378
SMB       0.008145
HML      -0.000380
dtype: float64, 53242: const     0.025180
vwretd    0.696751
SMB       0.012574
HML      -0.011151
dtype: float64, 53268: const    -0.009132
vwretd    1.575670
SMB       0.002879
HML       0.010337
dtype: float64, 53276: const    -0.023881
vwretd    1.225885
SMB       0.022142
HML       0.006961
dtype: float64, 53277: const     0.036701
vwretd    1.922860
SMB       0.001532
HML       0.033927
dtype: float64, 53284: const    -0.019179
vwretd    1.282061
SMB       0.012601
HML       0.010945
dtype: float64, 53285: const     0.030098
vwretd    0.848217
SMB       0.018561
HML      -0.001299
dtype: float64, 53292: const    -0.021573
vwretd    0.045762
SMB       0.011513
HML       0.001261
dtype: float64, 53293: const     0.022839
vwretd   -0.466127
SMB       0.004686
HML      -0.013100
dtype: float64, 53305: const     0.049131
vwretd    2.238623
SMB       0.016168
HML      -0.004316
dtype: float64, 53306: const    -0.002421
vwretd    1.140511
SMB       0.022291
HML       0.002413
dtype: float64, 53313: const     0.006419
vwretd    1.360427
SMB       0.019368
HML       0.012953
dtype: float64, 53321: const     0.021503
vwretd    1.069043
SMB       0.001724
HML      -0.008555
dtype: float64, 53348: const    -0.069815
vwretd    1.596167
SMB       0.021925
HML       0.017547
dtype: float64, 53349: const    -0.015892
vwretd    1.889558
SMB      -0.035935
HML      -0.024144
dtype: float64, 53356: const    -0.009744
vwretd    0.468584
SMB       0.008499
HML       0.007312
dtype: float64, 53357: const     0.003227
vwretd    1.271750
SMB       0.002430
HML       0.006764
dtype: float64, 53364: const     0.000523
vwretd    1.355311
SMB       0.010685
HML      -0.000103
dtype: float64, 53365: const     0.017735
vwretd    0.287388
SMB       0.012585
HML       0.004671
dtype: float64, 53372: const     0.000823
vwretd    0.754713
SMB       0.006937
HML       0.006686
dtype: float64, 53373: const     0.011426
vwretd    0.421844
SMB       0.007518
HML      -0.001645
dtype: float64, 53380: const    -0.016403
vwretd    1.838927
SMB       0.017080
HML      -0.006290
dtype: float64, 53381: const     0.012450
vwretd    1.414178
SMB       0.005767
HML      -0.002379
dtype: float64, 53399: const    -0.003340
vwretd    0.960098
SMB       0.014867
HML       0.003865
dtype: float64, 53400: const     0.006412
vwretd   -0.543455
SMB       0.030216
HML      -0.037308
dtype: float64, 53401: const     0.006504
vwretd    1.102902
SMB       0.009492
HML      -0.004555
dtype: float64, 53402: const     0.002043
vwretd    0.989635
SMB       0.004524
HML       0.003937
dtype: float64, 53428: const    -0.010863
vwretd    1.394073
SMB       0.010961
HML       0.015258
dtype: float64, 53429: const    -0.004449
vwretd    1.211965
SMB       0.012436
HML      -0.001496
dtype: float64, 53436: const     0.002607
vwretd    1.324890
SMB       0.014180
HML       0.009092
dtype: float64, 53444: const    -0.000932
vwretd    1.154798
SMB       0.008986
HML      -0.007300
dtype: float64, 53445: const     0.028122
vwretd    1.212693
SMB       0.006122
HML      -0.033283
dtype: float64, 53452: const     0.028435
vwretd    0.961035
SMB       0.004559
HML      -0.010962
dtype: float64, 53453: const     0.004339
vwretd    0.483516
SMB       0.014960
HML      -0.000370
dtype: float64, 53460: const    -0.032122
vwretd    1.468280
SMB       0.019032
HML      -0.001026
dtype: float64, 53461: const    -0.004830
vwretd    1.738650
SMB       0.021357
HML       0.001074
dtype: float64, 53479: const     0.000461
vwretd    1.552446
SMB      -0.002028
HML       0.009096
dtype: float64, 53480: const     0.015763
vwretd    0.865959
SMB       0.007203
HML      -0.000760
dtype: float64, 53487: const     0.044873
vwretd    1.278297
SMB       0.010906
HML      -0.003868
dtype: float64, 53488: const    -0.022748
vwretd    1.028889
SMB      -0.008902
HML      -0.009479
dtype: float64, 53495: const     0.004056
vwretd    0.315443
SMB       0.014850
HML      -0.004819
dtype: float64, 53496: const     0.006647
vwretd    0.747977
SMB       0.008680
HML       0.009260
dtype: float64, 53508: const     0.002514
vwretd    1.002290
SMB       0.011624
HML      -0.001167
dtype: float64, 53509: const    -0.005741
vwretd    1.360437
SMB       0.016639
HML      -0.015135
dtype: float64, 53516: const     0.004083
vwretd    0.654140
SMB       0.014009
HML       0.002368
dtype: float64, 53517: const    -0.022520
vwretd    2.840500
SMB       0.038583
HML      -0.011347
dtype: float64, 53524: const    -0.003849
vwretd    1.044565
SMB       0.012060
HML       0.002434
dtype: float64, 53525: const     0.022212
vwretd    0.204633
SMB       0.008331
HML       0.015272
dtype: float64, 53532: const    -0.013815
vwretd    1.088665
SMB       0.015368
HML       0.000996
dtype: float64, 53533: const    -0.117735
vwretd   -6.112880
SMB       0.040999
HML      -0.043259
dtype: float64, 53540: const    -0.005556
vwretd    0.628997
SMB       0.028358
HML       0.004725
dtype: float64, 53541: const    -0.032985
vwretd    0.275765
SMB       0.017263
HML      -0.003242
dtype: float64, 53559: const     0.012844
vwretd    0.313561
SMB       0.008361
HML       0.003047
dtype: float64, 53560: const    -0.159597
vwretd    2.490216
SMB      -0.062758
HML       0.010149
dtype: float64, 53567: const    -0.007093
vwretd    1.236830
SMB       0.023869
HML       0.004662
dtype: float64, 53568: const     0.036440
vwretd    2.332971
SMB       0.013123
HML       0.000414
dtype: float64, 53575: const    -0.001722
vwretd    0.893731
SMB       0.004095
HML       0.005680
dtype: float64, 53576: const     0.001275
vwretd    0.935720
SMB       0.016263
HML      -0.006485
dtype: float64, 53583: const     0.121477
vwretd    1.121238
SMB       0.042069
HML      -0.019223
dtype: float64, 53584: const      0.185480
vwretd   -10.029582
SMB       -0.181585
HML       -0.161864
dtype: float64, 53591: const     0.007249
vwretd    1.055734
SMB       0.009516
HML       0.000275
dtype: float64, 53592: const    -0.092397
vwretd    0.550290
SMB      -0.010495
HML       0.001024
dtype: float64, 53604: const     0.001487
vwretd    0.800037
SMB       0.005462
HML       0.005790
dtype: float64, 53605: const    -0.019447
vwretd   -0.421642
SMB      -0.002748
HML       0.006482
dtype: float64, 53612: const     0.000703
vwretd    0.797211
SMB       0.000410
HML       0.004298
dtype: float64, 53613: const     0.007079
vwretd    1.514992
SMB       0.008587
HML      -0.003390
dtype: float64, 53620: const    -0.000765
vwretd    1.392711
SMB       0.018017
HML      -0.001523
dtype: float64, 53621: const     0.010320
vwretd    1.128770
SMB       0.010535
HML      -0.014025
dtype: float64, 53639: const     0.007335
vwretd    0.840569
SMB       0.008949
HML       0.003722
dtype: float64, 53640: const     0.014705
vwretd    1.097757
SMB       0.019612
HML      -0.000970
dtype: float64, 53647: const    -0.016843
vwretd    1.420831
SMB       0.004401
HML       0.014498
dtype: float64, 53648: const     0.002889
vwretd    1.164543
SMB       0.020203
HML       0.011697
dtype: float64, 53655: const     0.022086
vwretd    0.668013
SMB       0.007872
HML       0.000161
dtype: float64, 53656: const     0.034335
vwretd   -0.410725
SMB       0.046118
HML      -0.014381
dtype: float64, 53663: const     0.003473
vwretd    0.591897
SMB       0.000237
HML       0.005063
dtype: float64, 53664: const     0.006129
vwretd    1.201801
SMB       0.013498
HML       0.008461
dtype: float64, 53671: const    -0.007057
vwretd    0.862552
SMB       0.017371
HML       0.007969
dtype: float64, 53672: const    -0.009756
vwretd    0.398027
SMB       0.009035
HML       0.013140
dtype: float64, 53698: const    -0.004371
vwretd    1.438354
SMB       0.026503
HML       0.014080
dtype: float64, 53699: const    -0.019251
vwretd   -0.045576
SMB       0.026766
HML      -0.021673
dtype: float64, 53700: const    -0.052685
vwretd    1.408779
SMB       0.022838
HML       0.012865
dtype: float64, 53701: const    -0.011261
vwretd    0.684106
SMB       0.020650
HML       0.014876
dtype: float64, 53719: const    -0.008167
vwretd    1.398310
SMB       0.014748
HML       0.010672
dtype: float64, 53720: const     0.010599
vwretd    0.620880
SMB       0.001899
HML       0.002689
dtype: float64, 53727: const     0.001572
vwretd    0.664477
SMB       0.003217
HML      -0.000194
dtype: float64, 53728: const    -0.013271
vwretd    0.661357
SMB       0.001117
HML       0.010109
dtype: float64, 53735: const     0.020816
vwretd    0.939231
SMB       0.012488
HML       0.003727
dtype: float64, 53736: const     0.011731
vwretd    0.218800
SMB       0.024634
HML       0.003398
dtype: float64, 53743: const    -0.010381
vwretd    1.063138
SMB      -0.001021
HML       0.004443
dtype: float64, 53744: const     0.017098
vwretd    1.663395
SMB      -0.009968
HML       0.021159
dtype: float64, 53751: const    -0.016692
vwretd    1.364349
SMB       0.014874
HML       0.007030
dtype: float64, 53778: const    -0.033073
vwretd    0.636686
SMB       0.022993
HML       0.015008
dtype: float64, 53779: const    -0.019468
vwretd    0.465027
SMB      -0.024955
HML       0.008216
dtype: float64, 53786: const    -0.001032
vwretd    1.255752
SMB       0.003742
HML       0.000611
dtype: float64, 53787: const     0.006264
vwretd    0.662992
SMB       0.011315
HML       0.007891
dtype: float64, 53794: const    -0.005363
vwretd    1.079016
SMB       0.021693
HML       0.010522
dtype: float64, 53795: const     0.029298
vwretd    1.363370
SMB      -0.008594
HML      -0.011935
dtype: float64, 53807: const     0.010052
vwretd    1.662931
SMB       0.011354
HML      -0.001153
dtype: float64, 53815: const    -0.006020
vwretd    1.062328
SMB       0.010043
HML       0.006229
dtype: float64, 53816: const     0.055442
vwretd    1.930150
SMB       0.010127
HML      -0.006822
dtype: float64, 53823: const    -0.005493
vwretd    1.051197
SMB       0.010733
HML       0.005249
dtype: float64, 53824: const    -0.014912
vwretd    0.954212
SMB       0.018653
HML       0.000225
dtype: float64, 53831: const    -0.007510
vwretd    1.643159
SMB       0.006786
HML       0.009186
dtype: float64, 53832: const     0.005160
vwretd    0.715910
SMB       0.002650
HML       0.004756
dtype: float64, 53858: const    -0.007542
vwretd    1.541029
SMB       0.000496
HML       0.008231
dtype: float64, 53859: const     0.007812
vwretd    0.419939
SMB       0.001366
HML       0.002174
dtype: float64, 53866: const     0.007302
vwretd    1.011941
SMB       0.006338
HML       0.001336
dtype: float64, 53867: const    -0.024072
vwretd    1.211044
SMB       0.023612
HML       0.011168
dtype: float64, 53874: const     0.006948
vwretd    0.891843
SMB       0.008430
HML       0.002979
dtype: float64, 53875: const    -0.032442
vwretd   -0.126911
SMB      -0.010598
HML       0.015251
dtype: float64, 53882: const     0.002567
vwretd    1.444383
SMB       0.012923
HML       0.002385
dtype: float64, 53883: const    -0.008074
vwretd    0.693152
SMB      -0.005406
HML      -0.015862
dtype: float64, 53890: const    -0.006759
vwretd    1.005209
SMB       0.005798
HML       0.005268
dtype: float64, 53891: const    -0.001964
vwretd    1.035305
SMB       0.007816
HML       0.009024
dtype: float64, 53903: const    -0.011408
vwretd    1.105011
SMB       0.003439
HML       0.003891
dtype: float64, 53904: const     0.008446
vwretd    1.005260
SMB       0.007309
HML       0.002850
dtype: float64, 53911: const     0.007263
vwretd    1.252451
SMB       0.009737
HML       0.007848
dtype: float64, 53912: const    -0.027317
vwretd    0.065055
SMB       0.022107
HML       0.006620
dtype: float64, 53938: const     0.000879
vwretd    1.021733
SMB       0.003714
HML       0.005075
dtype: float64, 53939: const    -0.024955
vwretd    1.377425
SMB       0.002066
HML       0.004467
dtype: float64, 53946: const     0.001247
vwretd    0.683424
SMB       0.004736
HML       0.002491
dtype: float64, 53947: const     0.020019
vwretd    1.073117
SMB      -0.004113
HML      -0.007451
dtype: float64, 53954: const    -0.043835
vwretd    1.474467
SMB       0.023010
HML       0.022763
dtype: float64, 53955: const     0.002575
vwretd    0.548441
SMB       0.007765
HML      -0.012642
dtype: float64, 53962: const    -0.003483
vwretd    2.103296
SMB       0.014788
HML       0.004459
dtype: float64, 53963: const    -0.004269
vwretd    0.320218
SMB       0.009516
HML      -0.000889
dtype: float64, 53970: const     0.000490
vwretd    1.616449
SMB       0.016102
HML       0.004652
dtype: float64, 53971: const    -0.158101
vwretd    2.215453
SMB       0.045126
HML       0.019943
dtype: float64, 53989: const    -0.005571
vwretd    0.769018
SMB       0.011069
HML       0.006788
dtype: float64, 53990: const     0.005899
vwretd    1.623364
SMB       0.014328
HML       0.000641
dtype: float64, 53997: const    -0.008716
vwretd    1.492584
SMB       0.018362
HML       0.007005
dtype: float64, 53998: const     0.015657
vwretd    0.449368
SMB       0.007760
HML       0.000923
dtype: float64, 54009: const     0.009404
vwretd    0.767983
SMB       0.012678
HML       0.001428
dtype: float64, 54010: const    -0.003294
vwretd    1.011735
SMB       0.009832
HML       0.011089
dtype: float64, 54017: const    -0.012886
vwretd    0.810797
SMB       0.014399
HML       0.009298
dtype: float64, 54018: const    -0.006926
vwretd    0.027738
SMB      -0.001422
HML      -0.001226
dtype: float64, 54025: const    -0.015850
vwretd    1.479380
SMB       0.029826
HML       0.016815
dtype: float64, 54026: const    -0.096666
vwretd   -0.334408
SMB      -0.007730
HML       0.000800
dtype: float64, 54033: const     0.015319
vwretd    0.453868
SMB       0.015247
HML       0.002290
dtype: float64, 54034: const     0.010959
vwretd    1.097215
SMB       0.002395
HML       0.008635
dtype: float64, 54041: const     0.018906
vwretd    0.312329
SMB       0.003721
HML      -0.003201
dtype: float64, 54042: const    -0.097082
vwretd   -0.818903
SMB      -0.002571
HML       0.028895
dtype: float64, 54068: const    -0.000005
vwretd    0.663389
SMB       0.009687
HML      -0.000290
dtype: float64, 54069: const     0.013511
vwretd    0.377588
SMB       0.005855
HML      -0.005952
dtype: float64, 54076: const    -0.025492
vwretd    1.089699
SMB       0.029664
HML       0.016097
dtype: float64, 54077: const     0.015331
vwretd    0.147859
SMB      -0.001286
HML      -0.000091
dtype: float64, 54084: const    -0.007547
vwretd    1.263213
SMB       0.012314
HML       0.012921
dtype: float64, 54085: const     0.019998
vwretd    0.612604
SMB       0.019524
HML      -0.005019
dtype: float64, 54092: const    -0.025308
vwretd    1.542254
SMB       0.036601
HML       0.027445
dtype: float64, 54093: const    -0.012056
vwretd    0.254779
SMB       0.010397
HML       0.009005
dtype: float64, 54105: const     0.088941
vwretd    0.154339
SMB       0.030119
HML       0.010602
dtype: float64, 54106: const    -0.009887
vwretd    0.998674
SMB       0.009890
HML       0.009633
dtype: float64, 54113: const     0.098370
vwretd   -1.460899
SMB       0.145629
HML       0.072488
dtype: float64, 54114: const     0.000920
vwretd    1.157909
SMB       0.005646
HML       0.006480
dtype: float64, 54121: const    -0.033251
vwretd    1.531423
SMB       0.020943
HML       0.007839
dtype: float64, 54122: const     0.014949
vwretd    0.302725
SMB       0.025298
HML      -0.004554
dtype: float64, 54148: const     0.003112
vwretd    1.497888
SMB       0.009161
HML       0.009567
dtype: float64, 54149: const     0.008303
vwretd    0.121689
SMB       0.006767
HML      -0.001222
dtype: float64, 54156: const     0.003076
vwretd    0.342589
SMB       0.018810
HML       0.000563
dtype: float64, 54157: const    -0.017103
vwretd    2.355714
SMB       0.003605
HML       0.006047
dtype: float64, 54164: const    -0.000043
vwretd    0.969938
SMB       0.011795
HML       0.007249
dtype: float64, 54165: const    -0.042295
vwretd    1.540037
SMB       0.017331
HML      -0.006441
dtype: float64, 54172: const     0.018119
vwretd    2.764977
SMB       0.012533
HML       0.011043
dtype: float64, 54173: const     0.035679
vwretd    1.129482
SMB       0.014084
HML      -0.017163
dtype: float64, 54180: const     0.015598
vwretd    0.920126
SMB       0.005410
HML       0.000854
dtype: float64, 54181: const     0.003911
vwretd    0.937073
SMB       0.003680
HML      -0.002644
dtype: float64, 54199: const     0.006876
vwretd    0.514545
SMB       0.002144
HML       0.002291
dtype: float64, 54200: const     0.000284
vwretd    0.664563
SMB       0.010517
HML      -0.007479
dtype: float64, 54201: const    -0.022002
vwretd    1.841845
SMB       0.017587
HML       0.014741
dtype: float64, 54228: const     0.004116
vwretd    0.225653
SMB       0.000164
HML       0.001447
dtype: float64, 54229: const     0.005125
vwretd   -0.124026
SMB      -0.007659
HML      -0.003622
dtype: float64, 54236: const    -0.012195
vwretd    0.410501
SMB       0.016116
HML       0.006048
dtype: float64, 54237: const    -0.077438
vwretd    2.373665
SMB       0.036569
HML       0.037598
dtype: float64, 54244: const     0.001936
vwretd    0.926399
SMB       0.007573
HML       0.005463
dtype: float64, 54245: const     0.003368
vwretd    1.344507
SMB       0.002731
HML       0.002047
dtype: float64, 54252: const     0.020260
vwretd    1.732626
SMB       0.012572
HML       0.006677
dtype: float64, 54253: const     0.004873
vwretd    0.711325
SMB       0.005542
HML       0.005123
dtype: float64, 54260: const     0.094687
vwretd   -3.540977
SMB       0.048779
HML       0.024017
dtype: float64, 54261: const    -0.027361
vwretd   -0.107010
SMB       0.022539
HML      -0.013850
dtype: float64, 54279: const    -0.010991
vwretd    1.573095
SMB       0.004712
HML       0.016905
dtype: float64, 54280: const    -0.044118
vwretd    0.101828
SMB      -0.018946
HML       0.001108
dtype: float64, 54287: const     0.006219
vwretd    0.528146
SMB       0.011625
HML       0.003337
dtype: float64, 54288: const    -0.006079
vwretd    3.309582
SMB       0.056134
HML       0.006190
dtype: float64, 54295: const    -0.008322
vwretd    2.204550
SMB       0.005283
HML       0.012135
dtype: float64, 54296: const     0.005692
vwretd    0.824859
SMB       0.007966
HML      -0.002106
dtype: float64, 54308: const     0.038996
vwretd    1.397643
SMB       0.025569
HML      -0.006176
dtype: float64, 54309: const     0.001078
vwretd    0.776618
SMB       0.008247
HML       0.004416
dtype: float64, 54316: const    -0.000702
vwretd   -0.000186
SMB      -0.009921
HML       0.011750
dtype: float64, 54317: const    -0.035187
vwretd    0.563845
SMB       0.021907
HML       0.004415
dtype: float64, 54324: const    -0.002237
vwretd    0.898539
SMB       0.005728
HML       0.008108
dtype: float64, 54325: const     0.016639
vwretd    0.825871
SMB       0.020257
HML      -0.017554
dtype: float64, 54332: const    -0.018264
vwretd    1.354024
SMB       0.023949
HML       0.011290
dtype: float64, 54333: const    -0.017943
vwretd    0.197981
SMB      -0.066819
HML       0.016241
dtype: float64, 54340: const    -0.004140
vwretd    0.882662
SMB       0.013337
HML       0.009161
dtype: float64, 54341: const     0.009049
vwretd    0.433501
SMB       0.008722
HML       0.008698
dtype: float64, 54359: const    -0.002538
vwretd    0.816457
SMB       0.018500
HML       0.012580
dtype: float64, 54360: const    -0.006973
vwretd    0.920535
SMB       0.013044
HML      -0.025316
dtype: float64, 54367: const    -0.008398
vwretd    0.999225
SMB       0.018034
HML       0.008981
dtype: float64, 54368: const    -0.006241
vwretd    1.138192
SMB       0.018199
HML       0.001771
dtype: float64, 54375: const    -0.015146
vwretd    0.783002
SMB       0.021701
HML       0.009221
dtype: float64, 54376: const     0.019079
vwretd    1.871738
SMB      -0.015151
HML       0.004564
dtype: float64, 54383: const     0.017979
vwretd    1.170312
SMB       0.002239
HML      -0.005662
dtype: float64, 54384: const     0.016689
vwretd    0.458443
SMB       0.012530
HML      -0.004228
dtype: float64, 54391: const    -0.000673
vwretd    1.912985
SMB       0.005459
HML       0.007698
dtype: float64, 54392: const     0.021707
vwretd    1.839594
SMB       0.011759
HML       0.000970
dtype: float64, 54412: const    -0.002301
vwretd    1.582224
SMB       0.007356
HML       0.012198
dtype: float64, 54413: const    -0.005741
vwretd    0.116692
SMB       0.006784
HML       0.001567
dtype: float64, 54420: const    -0.012930
vwretd    1.493375
SMB       0.019304
HML       0.014328
dtype: float64, 54421: const    -0.038372
vwretd    1.269489
SMB       0.071870
HML       0.005157
dtype: float64, 54439: const    -0.000018
vwretd    0.993693
SMB       0.024181
HML       0.020536
dtype: float64, 54447: const    -0.012581
vwretd    1.946125
SMB       0.031249
HML       0.010962
dtype: float64, 54448: const    -0.008888
vwretd    0.129486
SMB       0.007645
HML       0.000991
dtype: float64, 54455: const     0.009735
vwretd    1.873144
SMB       0.011839
HML       0.000180
dtype: float64, 54456: const    -0.008177
vwretd    0.881907
SMB       0.003415
HML      -0.002977
dtype: float64, 54463: const    -0.007869
vwretd    2.294711
SMB       0.004727
HML       0.010368
dtype: float64, 54464: const    -0.005964
vwretd    0.504363
SMB       0.006301
HML       0.013595
dtype: float64, 54471: const     0.004094
vwretd    1.086826
SMB       0.004185
HML       0.002790
dtype: float64, 54472: const     0.139211
vwretd   -3.212157
SMB       0.111103
HML      -0.024580
dtype: float64, 54498: const    -0.000444
vwretd    1.193654
SMB       0.013251
HML      -0.000279
dtype: float64, 54499: const     0.003336
vwretd    0.624129
SMB       0.002897
HML       0.007903
dtype: float64, 54500: const    -0.000746
vwretd    0.989645
SMB       0.009021
HML       0.002876
dtype: float64, 54501: const    -0.011111
vwretd    0.810330
SMB       0.011985
HML       0.005112
dtype: float64, 54519: const    -0.003817
vwretd    1.481746
SMB       0.023995
HML       0.008201
dtype: float64, 54520: const    -0.005464
vwretd    0.320996
SMB       0.002851
HML      -0.004337
dtype: float64, 54527: const    -0.110034
vwretd   -2.690026
SMB       0.044593
HML       0.060063
dtype: float64, 54528: const    -0.023818
vwretd    0.720633
SMB       0.005982
HML      -0.001973
dtype: float64, 54535: const    -0.025268
vwretd    1.531568
SMB       0.023416
HML       0.016950
dtype: float64, 54536: const    -0.020865
vwretd    1.561830
SMB       0.023451
HML       0.010649
dtype: float64, 54543: const     0.000508
vwretd    1.334805
SMB       0.018269
HML       0.000395
dtype: float64, 54544: const     0.006453
vwretd    1.175122
SMB       0.009010
HML       0.020618
dtype: float64, 54551: const    -0.008916
vwretd    1.411872
SMB       0.016576
HML       0.003799
dtype: float64, 54552: const     0.046442
vwretd    0.786732
SMB       0.004408
HML      -0.015530
dtype: float64, 54578: const    -0.003256
vwretd    0.621555
SMB       0.005969
HML       0.004937
dtype: float64, 54579: const     0.005703
vwretd    0.663572
SMB      -0.003169
HML       0.001434
dtype: float64, 54586: const    -0.006381
vwretd    0.674970
SMB       0.019619
HML      -0.002247
dtype: float64, 54587: const    -0.008826
vwretd    1.172969
SMB       0.015109
HML       0.003880
dtype: float64, 54594: const    -0.000726
vwretd    1.199864
SMB       0.011196
HML       0.005674
dtype: float64, 54595: const    -0.013170
vwretd    1.058585
SMB       0.006309
HML      -0.013222
dtype: float64, 54607: const     0.011079
vwretd    0.548062
SMB       0.010006
HML      -0.000896
dtype: float64, 54608: const     0.013313
vwretd    1.369224
SMB       0.011125
HML      -0.003681
dtype: float64, 54615: const     0.002392
vwretd    1.251533
SMB       0.003422
HML       0.001488
dtype: float64, 54616: const     0.002667
vwretd    2.092230
SMB       0.008024
HML       0.011570
dtype: float64, 54623: const    -0.005073
vwretd    0.967162
SMB       0.009157
HML       0.013565
dtype: float64, 54624: const     0.007752
vwretd    0.366673
SMB       0.003890
HML       0.005081
dtype: float64, 54631: const     0.001383
vwretd    0.620643
SMB       0.003477
HML       0.004085
dtype: float64, 54632: const     0.044654
vwretd   -1.351723
SMB       0.044548
HML       0.067638
dtype: float64, 54658: const     0.004886
vwretd    0.662887
SMB       0.013561
HML       0.003365
dtype: float64, 54659: const      0.725607
vwretd    76.881801
SMB       -1.050650
HML       -0.685544
dtype: float64, 54666: const     0.003220
vwretd    0.672581
SMB       0.022327
HML      -0.002010
dtype: float64, 54667: const     0.002240
vwretd   -0.427845
SMB       0.016337
HML      -0.001883
dtype: float64, 54674: const     0.001273
vwretd    0.708680
SMB       0.011229
HML       0.005922
dtype: float64, 54675: const     0.010051
vwretd    0.659617
SMB       0.004665
HML      -0.000962
dtype: float64, 54682: const     0.003786
vwretd    1.256666
SMB       0.008780
HML      -0.006045
dtype: float64, 54690: const    -0.001248
vwretd    0.866894
SMB       0.006783
HML       0.008675
dtype: float64, 54691: const     0.006808
vwretd   -0.102986
SMB       0.002381
HML      -0.000886
dtype: float64, 54704: const    -0.003274
vwretd    1.709866
SMB       0.008834
HML       0.013902
dtype: float64, 54711: const     0.001755
vwretd    0.324399
SMB       0.001350
HML       0.003622
dtype: float64, 54738: const    -0.042378
vwretd    1.752033
SMB       0.016083
HML       0.019229
dtype: float64, 54746: const    -0.013738
vwretd    0.693544
SMB       0.011582
HML       0.007285
dtype: float64, 54747: const    -0.016952
vwretd    0.686842
SMB       0.019076
HML       0.005257
dtype: float64, 54754: const     0.005351
vwretd    0.950083
SMB       0.005651
HML       0.001103
dtype: float64, 54755: const    -0.026072
vwretd    0.529570
SMB       0.019428
HML       0.000638
dtype: float64, 54762: const    -0.033447
vwretd    1.231188
SMB       0.016449
HML       0.017400
dtype: float64, 54763: const     0.018541
vwretd    1.039372
SMB       0.024896
HML      -0.007338
dtype: float64, 54770: const    -0.006584
vwretd    0.937323
SMB       0.009381
HML       0.005222
dtype: float64, 54771: const    -0.000165
vwretd    1.117003
SMB       0.014296
HML      -0.000619
dtype: float64, 54789: const    -0.049592
vwretd   -0.902142
SMB       0.012854
HML      -0.016866
dtype: float64, 54790: const    -0.008592
vwretd    0.608889
SMB       0.027564
HML       0.016272
dtype: float64, 54797: const     0.001067
vwretd    1.357285
SMB       0.010848
HML       0.007140
dtype: float64, 54798: const     0.016705
vwretd    0.960339
SMB       0.016596
HML      -0.012941
dtype: float64, 54818: const     0.006279
vwretd    0.543482
SMB       0.005752
HML       0.004489
dtype: float64, 54819: const     0.022597
vwretd    1.131313
SMB       0.014254
HML       0.006092
dtype: float64, 54826: const    -0.026443
vwretd    1.338391
SMB       0.009664
HML       0.009990
dtype: float64, 54827: const     0.002724
vwretd    1.333545
SMB       0.003895
HML      -0.002574
dtype: float64, 54834: const    -0.003560
vwretd    2.903689
SMB       0.009583
HML       0.022336
dtype: float64, 54842: const    -0.030725
vwretd   -2.726335
SMB       0.064473
HML       0.023115
dtype: float64, 54843: const     0.001133
vwretd    0.962235
SMB       0.005353
HML       0.005930
dtype: float64, 54850: const    -0.007821
vwretd    1.142085
SMB       0.009082
HML       0.021685
dtype: float64, 54869: const     0.009552
vwretd    0.632584
SMB       0.013634
HML       0.002560
dtype: float64, 54870: const    -0.035741
vwretd   -0.614452
SMB      -0.012580
HML       0.022315
dtype: float64, 54877: const    -0.025529
vwretd    1.422806
SMB       0.013868
HML       0.015282
dtype: float64, 54878: const    -0.031434
vwretd    0.615363
SMB       0.047631
HML       0.004774
dtype: float64, 54885: const     0.002608
vwretd   -0.089628
SMB       0.020981
HML       0.001195
dtype: float64, 54886: const    -0.093820
vwretd   -1.324291
SMB       0.039531
HML      -0.009567
dtype: float64, 54893: const    -0.008266
vwretd    2.440510
SMB       0.009521
HML       0.014713
dtype: float64, 54894: const     0.009725
vwretd    0.359341
SMB      -0.008080
HML      -0.000554
dtype: float64, 54906: const     0.008506
vwretd    1.738509
SMB       0.014889
HML       0.005249
dtype: float64, 54907: const     0.031545
vwretd    2.111329
SMB      -0.013398
HML      -0.023177
dtype: float64, 54914: const    -0.000913
vwretd    0.905002
SMB       0.020811
HML      -0.006871
dtype: float64, 54922: const     0.030307
vwretd    1.590193
SMB       0.008604
HML       0.004345
dtype: float64, 54923: const    -0.015683
vwretd    0.750941
SMB       0.015240
HML       0.008827
dtype: float64, 54930: const    -0.007470
vwretd    1.022541
SMB       0.009624
HML       0.009562
dtype: float64, 54931: const    -0.186431
vwretd    1.014527
SMB      -0.033262
HML       0.041781
dtype: float64, 54949: const     0.005059
vwretd    1.219444
SMB       0.009922
HML       0.002824
dtype: float64, 54950: const     0.006968
vwretd    0.885363
SMB       0.011880
HML       0.002887
dtype: float64, 54957: const    -0.005663
vwretd    1.036749
SMB       0.012951
HML      -0.000141
dtype: float64, 54958: const    -0.089935
vwretd    0.958189
SMB       0.017104
HML       0.013859
dtype: float64, 54965: const    -0.024412
vwretd    0.708071
SMB       0.008711
HML       0.008910
dtype: float64, 54966: const     0.006388
vwretd    0.758485
SMB       0.017292
HML      -0.001984
dtype: float64, 54973: const     0.002416
vwretd    0.665115
SMB       0.002880
HML       0.001150
dtype: float64, 54974: const     0.005626
vwretd    0.291655
SMB       0.003510
HML       0.004784
dtype: float64, 54981: const     0.001232
vwretd    0.614224
SMB       0.015526
HML      -0.003157
dtype: float64, 55001: const    -0.000984
vwretd    1.580210
SMB       0.006332
HML       0.006820
dtype: float64, 55002: const     0.014754
vwretd   -0.083824
SMB       0.004715
HML       0.001198
dtype: float64, 55028: const    -0.010528
vwretd    1.678894
SMB       0.022733
HML      -0.000938
dtype: float64, 55029: const     0.006895
vwretd    0.368689
SMB       0.001951
HML       0.003596
dtype: float64, 55036: const    -0.008143
vwretd    1.304794
SMB       0.018315
HML       0.010277
dtype: float64, 55037: const    -0.003345
vwretd    1.703179
SMB       0.021156
HML      -0.005618
dtype: float64, 55044: const    -0.008496
vwretd    0.794812
SMB       0.003451
HML       0.004294
dtype: float64, 55052: const     0.002887
vwretd    1.020786
SMB       0.007430
HML       0.008334
dtype: float64, 55053: const     0.011721
vwretd    1.328974
SMB       0.011294
HML      -0.015824
dtype: float64, 55060: const    -0.010110
vwretd    1.431472
SMB       0.012164
HML       0.005068
dtype: float64, 55061: const     -0.624750
vwretd   -55.577406
SMB        0.798206
HML        0.495298
dtype: float64, 55079: const    -0.003996
vwretd    1.091473
SMB       0.006938
HML      -0.002072
dtype: float64, 55080: const     0.000488
vwretd    1.369882
SMB      -0.038315
HML      -0.004233
dtype: float64, 55087: const    -0.035090
vwretd    0.519776
SMB       0.025357
HML       0.010755
dtype: float64, 55088: const    -0.006913
vwretd    1.259525
SMB       0.007541
HML       0.004731
dtype: float64, 55095: const     0.000190
vwretd    0.710584
SMB       0.030073
HML       0.014222
dtype: float64, 55096: const    -0.003362
vwretd    0.612430
SMB       0.008162
HML       0.014084
dtype: float64, 55108: const     0.006490
vwretd    0.951887
SMB       0.014647
HML       0.004421
dtype: float64, 55109: const     0.014519
vwretd    1.586407
SMB       0.007171
HML      -0.009879
dtype: float64, 55116: const    -0.016809
vwretd    0.920119
SMB       0.012506
HML       0.011247
dtype: float64, 55117: const     0.005551
vwretd    0.657824
SMB       0.004079
HML       0.002434
dtype: float64, 55124: const    -0.001615
vwretd    0.815914
SMB       0.004934
HML       0.006839
dtype: float64, 55125: const     0.007450
vwretd    0.355937
SMB       0.007802
HML      -0.003037
dtype: float64, 55132: const     0.005302
vwretd    0.745187
SMB       0.037842
HML       0.003331
dtype: float64, 55133: const    -0.000665
vwretd    1.002855
SMB       0.008632
HML       0.001009
dtype: float64, 55140: const     0.000383
vwretd    1.471195
SMB       0.019631
HML       0.002958
dtype: float64, 55141: const    -0.040532
vwretd    1.178206
SMB       0.010537
HML       0.001887
dtype: float64, 55159: const     0.009692
vwretd    1.148008
SMB       0.007336
HML      -0.001806
dtype: float64, 55160: const     0.001669
vwretd    0.673638
SMB       0.008137
HML       0.004721
dtype: float64, 55167: const    -0.046810
vwretd    2.779247
SMB       0.046681
HML       0.037293
dtype: float64, 55168: const    -0.013714
vwretd    0.633728
SMB       0.024261
HML      -0.006985
dtype: float64, 55175: const     0.001899
vwretd    1.677509
SMB       0.015758
HML       0.002090
dtype: float64, 55183: const    -0.033267
vwretd    0.590811
SMB       0.008126
HML       0.007426
dtype: float64, 55191: const     0.001995
vwretd    1.071913
SMB       0.003639
HML       0.003266
dtype: float64, 55192: const     0.084195
vwretd   -0.569354
SMB       0.024392
HML      -0.005266
dtype: float64, 55204: const     0.004903
vwretd    0.623260
SMB      -0.000333
HML       0.003716
dtype: float64, 55212: const     0.001873
vwretd    1.180029
SMB       0.007228
HML       0.003721
dtype: float64, 55213: const    -0.005155
vwretd    1.338984
SMB       0.009964
HML       0.013175
dtype: float64, 55220: const     0.013139
vwretd    0.428290
SMB       0.007712
HML       0.002484
dtype: float64, 55221: const    -0.082246
vwretd   -0.640700
SMB       0.052264
HML       0.030906
dtype: float64, 55239: const    -0.053455
vwretd    2.154445
SMB       0.032028
HML       0.005868
dtype: float64, 55247: const    -0.023372
vwretd    1.361329
SMB       0.005322
HML       0.010960
dtype: float64, 55248: const    -0.046302
vwretd    2.029108
SMB       0.007969
HML       0.013194
dtype: float64, 55255: const    -0.051849
vwretd    2.624902
SMB       0.027011
HML       0.018602
dtype: float64, 55256: const     0.009980
vwretd    0.868433
SMB       0.002209
HML       0.000720
dtype: float64, 55263: const    -0.014086
vwretd    1.048337
SMB       0.005398
HML      -0.005040
dtype: float64, 55264: const    -0.037913
vwretd    0.465259
SMB       0.007074
HML       0.005313
dtype: float64, 55271: const    -0.001985
vwretd    0.883770
SMB       0.027934
HML      -0.002252
dtype: float64, 55272: const     0.011402
vwretd    1.928947
SMB       0.000673
HML       0.001539
dtype: float64, 55298: const    -0.013363
vwretd    1.322360
SMB       0.015258
HML       0.001472
dtype: float64, 55299: const     0.027093
vwretd    1.227057
SMB       0.015087
HML       0.011967
dtype: float64, 55300: const     0.025212
vwretd    0.826049
SMB       0.014794
HML      -0.008738
dtype: float64, 55301: const    -0.001619
vwretd   -0.455092
SMB       0.044320
HML       0.013892
dtype: float64, 55319: const     0.003084
vwretd    0.658564
SMB       0.003905
HML       0.003182
dtype: float64, 55320: const     0.011247
vwretd    1.744253
SMB       0.010855
HML      -0.001407
dtype: float64, 55327: const     0.013865
vwretd    0.767628
SMB       0.012608
HML       0.008727
dtype: float64, 55328: const     0.003451
vwretd    0.447737
SMB       0.011007
HML       0.005181
dtype: float64, 55335: const     0.004218
vwretd    1.228530
SMB       0.002633
HML      -0.005551
dtype: float64, 55336: const     0.002155
vwretd    0.659230
SMB       0.007108
HML       0.003942
dtype: float64, 55343: const    -0.024893
vwretd    1.457534
SMB       0.008277
HML       0.008401
dtype: float64, 55344: const    -0.016225
vwretd    0.517713
SMB       0.009436
HML       0.006187
dtype: float64, 55351: const     0.005752
vwretd    0.996392
SMB       0.003074
HML      -0.001373
dtype: float64, 55352: const    -0.000349
vwretd    1.491403
SMB      -0.015983
HML       0.003697
dtype: float64, 55378: const     0.003358
vwretd    0.667880
SMB       0.029890
HML       0.010431
dtype: float64, 55379: const    -0.021707
vwretd    1.053880
SMB       0.020494
HML       0.004024
dtype: float64, 55386: const    -0.011910
vwretd    1.524005
SMB       0.004603
HML       0.001885
dtype: float64, 55387: const     0.018568
vwretd    0.306591
SMB       0.000400
HML      -0.001519
dtype: float64, 55394: const    -0.018191
vwretd    0.520643
SMB       0.013125
HML       0.007066
dtype: float64, 55395: const     0.008045
vwretd    0.326592
SMB       0.009011
HML       0.010296
dtype: float64, 55407: const     0.022456
vwretd    0.733729
SMB      -0.006817
HML       0.010201
dtype: float64, 55408: const     0.010944
vwretd    0.515043
SMB       0.000693
HML      -0.026106
dtype: float64, 55415: const    -0.004788
vwretd    1.958097
SMB       0.019067
HML       0.020500
dtype: float64, 55416: const    -0.072523
vwretd    2.331426
SMB      -0.019571
HML       0.006972
dtype: float64, 55423: const    -0.026738
vwretd    0.289716
SMB       0.023435
HML       0.002734
dtype: float64, 55424: const     0.067279
vwretd   -1.979781
SMB      -0.004040
HML      -0.016374
dtype: float64, 55431: const     0.014944
vwretd    1.671717
SMB       0.012837
HML       0.011888
dtype: float64, 55432: const    -0.052475
vwretd    0.629798
SMB      -0.001391
HML      -0.020668
dtype: float64, 55458: const    -0.032392
vwretd    0.009775
SMB       0.029280
HML       0.006193
dtype: float64, 55459: const    -0.004734
vwretd   -0.209857
SMB       0.020526
HML      -0.005013
dtype: float64, 55466: const    -0.009805
vwretd    1.153151
SMB       0.010784
HML       0.009692
dtype: float64, 55467: const     0.003278
vwretd    0.415761
SMB       0.004072
HML       0.003273
dtype: float64, 55474: const     0.003206
vwretd    0.825248
SMB       0.011315
HML       0.002017
dtype: float64, 55475: const    -0.007961
vwretd    1.327806
SMB       0.037062
HML       0.024695
dtype: float64, 55482: const     0.000211
vwretd    1.829248
SMB      -0.006759
HML      -0.005042
dtype: float64, 55483: const    -0.005904
vwretd    1.461141
SMB       0.020000
HML       0.020107
dtype: float64, 55490: const    -0.000056
vwretd    0.795405
SMB       0.008035
HML       0.005580
dtype: float64, 55503: const    -0.038039
vwretd    0.053156
SMB       0.028775
HML      -0.013192
dtype: float64, 55504: const    -0.044283
vwretd   -0.158839
SMB       0.033327
HML      -0.008272
dtype: float64, 55511: const     0.001367
vwretd    0.637639
SMB      -0.000218
HML       0.004639
dtype: float64, 55512: const    -0.000789
vwretd    0.798555
SMB       0.011280
HML       0.012525
dtype: float64, 55538: const    -0.014345
vwretd    0.734259
SMB       0.023032
HML       0.012858
dtype: float64, 55539: const     0.003285
vwretd    0.432004
SMB       0.006364
HML       0.007670
dtype: float64, 55546: const     0.006916
vwretd    0.776074
SMB       0.008559
HML       0.009113
dtype: float64, 55547: const    -0.043043
vwretd    1.515404
SMB       0.018516
HML      -0.007541
dtype: float64, 55554: const    -0.002426
vwretd    0.689545
SMB       0.011859
HML       0.005001
dtype: float64, 55555: const     0.005381
vwretd    0.820190
SMB       0.029100
HML       0.016016
dtype: float64, 55562: const     0.020124
vwretd    1.020644
SMB       0.014405
HML       0.002502
dtype: float64, 55563: const    -0.091780
vwretd   -1.684892
SMB       0.025411
HML      -0.018934
dtype: float64, 55570: const     0.004114
vwretd    0.414828
SMB       0.000189
HML       0.015934
dtype: float64, 55571: const    -0.005627
vwretd    0.438710
SMB       0.012686
HML       0.002808
dtype: float64, 55589: const    -0.008115
vwretd    1.107220
SMB       0.011793
HML       0.011818
dtype: float64, 55597: const    -0.002212
vwretd    1.310171
SMB       0.009237
HML       0.007183
dtype: float64, 55618: const    -0.007221
vwretd    1.080973
SMB       0.018470
HML      -0.013453
dtype: float64, 55619: const    -0.003489
vwretd    0.754710
SMB       0.008322
HML       0.004221
dtype: float64, 55626: const     0.010183
vwretd    0.804141
SMB       0.022339
HML      -0.000637
dtype: float64, 55634: const     0.002434
vwretd    0.730049
SMB       0.003679
HML       0.005719
dtype: float64, 55635: const      0.279544
vwretd    39.410735
SMB       -0.583228
HML       -0.385496
dtype: float64, 55642: const     0.006839
vwretd    1.077738
SMB       0.008910
HML       0.005854
dtype: float64, 55650: const    -0.011066
vwretd    0.970232
SMB       0.027940
HML       0.006248
dtype: float64, 55651: const     0.014677
vwretd    0.328542
SMB       0.006757
HML      -0.003275
dtype: float64, 55669: const    -0.004305
vwretd    0.735140
SMB       0.003050
HML       0.007443
dtype: float64, 55670: const    -0.081385
vwretd    1.889376
SMB      -0.010582
HML       0.019015
dtype: float64, 55677: const     0.002553
vwretd    0.899903
SMB       0.014964
HML      -0.001613
dtype: float64, 55678: const     0.006105
vwretd    0.362111
SMB       0.001999
HML       0.001679
dtype: float64, 55685: const     0.044919
vwretd    2.303258
SMB      -0.011248
HML      -0.007262
dtype: float64, 55686: const     0.016009
vwretd   -0.016199
SMB       0.001866
HML      -0.000865
dtype: float64, 55693: const    -0.017792
vwretd   -2.181868
SMB       0.041871
HML       0.014102
dtype: float64, 55694: const     0.011342
vwretd    0.539536
SMB       0.012529
HML       0.002838
dtype: float64, 55706: const    -0.022433
vwretd    1.365715
SMB       0.024108
HML       0.016001
dtype: float64, 55707: const       0.862911
vwretd    115.523986
SMB        -1.537215
HML        -0.905523
dtype: float64, 55714: const    -0.004465
vwretd    0.961908
SMB       0.019218
HML       0.006760
dtype: float64, 55722: const     0.015433
vwretd    0.298069
SMB       0.010812
HML      -0.001238
dtype: float64, 55723: const    -0.011547
vwretd    0.383195
SMB      -0.011015
HML      -0.002440
dtype: float64, 55730: const    -0.003081
vwretd    1.506538
SMB       0.000259
HML       0.006000
dtype: float64, 55731: const     0.011983
vwretd    0.273721
SMB       0.003672
HML       0.005631
dtype: float64, 55749: const    -0.008218
vwretd    0.590652
SMB       0.018206
HML       0.009106
dtype: float64, 55750: const    -0.009990
vwretd    0.724043
SMB       0.023034
HML      -0.002901
dtype: float64, 55757: const     0.101846
vwretd    0.017518
SMB       0.030070
HML       0.013315
dtype: float64, 55758: const     0.028558
vwretd   -0.285780
SMB      -0.001110
HML      -0.002136
dtype: float64, 55765: const    -0.003650
vwretd    1.373524
SMB       0.032254
HML       0.005042
dtype: float64, 55773: const    -0.013502
vwretd    2.409750
SMB      -0.019942
HML      -0.060367
dtype: float64, 55774: const    -0.007091
vwretd    0.899623
SMB       0.019117
HML      -0.012019
dtype: float64, 55781: const    -0.000952
vwretd    0.991238
SMB       0.001493
HML       0.001962
dtype: float64, 55782: const     0.003752
vwretd    0.718565
SMB       0.002983
HML      -0.001357
dtype: float64, 55802: const     0.011695
vwretd   -0.045810
SMB       0.010743
HML      -0.010637
dtype: float64, 55803: const    -0.016976
vwretd    0.729126
SMB       0.000353
HML      -0.001677
dtype: float64, 55810: const     0.036853
vwretd    0.743795
SMB       0.032744
HML      -0.006468
dtype: float64, 55811: const     0.025359
vwretd    0.576283
SMB       0.018938
HML       0.005597
dtype: float64, 55829: const    -0.008818
vwretd   -3.830261
SMB       0.107941
HML       0.078724
dtype: float64, 55837: const     0.014789
vwretd   -0.007592
SMB       0.020046
HML      -0.000303
dtype: float64, 55838: const    -0.013920
vwretd    0.316080
SMB       0.035449
HML      -0.006903
dtype: float64, 55845: const    -0.030886
vwretd    1.747622
SMB       0.002386
HML       0.029570
dtype: float64, 55853: const    -0.004094
vwretd    0.682335
SMB       0.026381
HML      -0.005417
dtype: float64, 55854: const     0.005151
vwretd    1.016716
SMB       0.002882
HML      -0.001872
dtype: float64, 55861: const    -0.005505
vwretd    1.073441
SMB       0.010776
HML       0.019562
dtype: float64, 55862: const     0.022753
vwretd    0.113891
SMB       0.007673
HML      -0.012609
dtype: float64, 55888: const    -0.010515
vwretd    0.943648
SMB       0.019692
HML       0.016660
dtype: float64, 55889: const     0.016665
vwretd    0.822672
SMB       0.005737
HML      -0.001938
dtype: float64, 55896: const    -0.008035
vwretd    1.931657
SMB       0.018264
HML       0.015881
dtype: float64, 55897: const    -0.006710
vwretd    1.279620
SMB       0.015297
HML       0.003371
dtype: float64, 55909: const     0.051440
vwretd    0.773373
SMB       0.017231
HML      -0.016230
dtype: float64, 55917: const     0.021244
vwretd    1.850962
SMB       0.024029
HML       0.001724
dtype: float64, 55918: const     0.002068
vwretd    2.182590
SMB       0.005100
HML       0.001986
dtype: float64, 55925: const     0.016073
vwretd   -0.079594
SMB       0.026231
HML       0.004275
dtype: float64, 55926: const    -0.136155
vwretd    0.587895
SMB       0.023093
HML       0.018102
dtype: float64, 55933: const    -0.003095
vwretd    0.704378
SMB       0.028545
HML       0.006166
dtype: float64, 55934: const     0.000488
vwretd    0.135131
SMB       0.017758
HML      -0.012829
dtype: float64, 55941: const    -0.027603
vwretd   -0.450976
SMB       0.040854
HML      -0.005193
dtype: float64, 55968: const     0.012116
vwretd    1.502418
SMB       0.007333
HML       0.008545
dtype: float64, 55969: const    -0.028835
vwretd    1.164900
SMB       0.009123
HML       0.006263
dtype: float64, 55976: const     0.010678
vwretd    0.823660
SMB       0.000530
HML      -0.000993
dtype: float64, 55977: const     0.090368
vwretd   -1.181755
SMB       0.192823
HML      -0.001151
dtype: float64, 55984: const     0.003612
vwretd    0.286020
SMB       0.005376
HML       0.005378
dtype: float64, 55985: const     0.002571
vwretd    0.588386
SMB       0.002645
HML      -0.002661
dtype: float64, 55992: const     0.061835
vwretd   -0.079097
SMB       0.029325
HML      -0.012140
dtype: float64, 55993: const     0.011737
vwretd    0.605354
SMB       0.010030
HML       0.004833
dtype: float64, 56004: const    -0.005469
vwretd    1.155980
SMB       0.021033
HML       0.005388
dtype: float64, 56005: const     0.035697
vwretd    1.187942
SMB       0.015010
HML       0.009546
dtype: float64, 56012: const     0.022660
vwretd    1.258645
SMB       0.015312
HML      -0.002857
dtype: float64, 56013: const     0.006890
vwretd    0.876402
SMB       0.014972
HML       0.007883
dtype: float64, 56020: const    -0.016775
vwretd    2.191624
SMB       0.015495
HML       0.013312
dtype: float64, 56021: const    -0.003375
vwretd    1.570519
SMB       0.018689
HML       0.012248
dtype: float64, 56039: const    -0.002387
vwretd    0.706702
SMB       0.015332
HML       0.004763
dtype: float64, 56040: const     0.002645
vwretd    0.671650
SMB       0.006071
HML       0.007992
dtype: float64, 56047: const    -0.056811
vwretd    0.631547
SMB       0.008162
HML      -0.010186
dtype: float64, 56048: const     0.012945
vwretd    0.548503
SMB       0.005125
HML       0.004004
dtype: float64, 56055: const    -0.013263
vwretd    0.676449
SMB       0.018779
HML       0.011810
dtype: float64, 56056: const    -0.014981
vwretd    0.674518
SMB       0.011942
HML       0.008497
dtype: float64, 56063: const     0.004018
vwretd    1.074437
SMB       0.007910
HML       0.005189
dtype: float64, 56064: const     0.006734
vwretd    1.101381
SMB       0.012694
HML      -0.000452
dtype: float64, 56071: const    -0.000213
vwretd    0.550578
SMB       0.012751
HML       0.009589
dtype: float64, 56072: const    -0.013053
vwretd    1.299526
SMB      -0.011317
HML      -0.008476
dtype: float64, 56098: const     0.007542
vwretd    1.246734
SMB       0.002153
HML       0.007866
dtype: float64, 56099: const     0.375946
vwretd    0.008600
SMB       0.237689
HML      -0.231353
dtype: float64, 56100: const     0.022723
vwretd    0.555430
SMB       0.012918
HML      -0.013488
dtype: float64, 56101: const     0.008989
vwretd    0.360416
SMB      -0.001841
HML       0.001262
dtype: float64, 56119: const     0.004061
vwretd    0.625046
SMB       0.008815
HML       0.000844
dtype: float64, 56120: const    -0.048506
vwretd    1.785116
SMB      -0.003960
HML       0.018506
dtype: float64, 56127: const     0.012132
vwretd    0.656372
SMB       0.009852
HML      -0.000385
dtype: float64, 56128: const    -0.011862
vwretd    0.642621
SMB       0.006937
HML       0.006677
dtype: float64, 56135: const     0.005072
vwretd    0.992405
SMB       0.014660
HML       0.000607
dtype: float64, 56136: const     0.021613
vwretd    0.927139
SMB       0.006979
HML      -0.001924
dtype: float64, 56143: const    -0.010249
vwretd    1.532788
SMB       0.006818
HML       0.005488
dtype: float64, 56144: const     0.118556
vwretd   -9.111148
SMB       0.101251
HML      -0.080887
dtype: float64, 56151: const    -0.009636
vwretd    0.598477
SMB       0.014984
HML       0.010562
dtype: float64, 56152: const     0.007782
vwretd    0.532176
SMB       0.005935
HML       0.000494
dtype: float64, 56178: const     0.001001
vwretd    1.101994
SMB       0.013154
HML       0.002480
dtype: float64, 56179: const    -0.011762
vwretd    0.473824
SMB      -0.000615
HML       0.003322
dtype: float64, 56186: const     0.000433
vwretd    1.341993
SMB       0.025525
HML      -0.005168
dtype: float64, 56187: const    -0.062259
vwretd   -4.000363
SMB       0.086120
HML       0.036920
dtype: float64, 56194: const    -0.004611
vwretd    0.766103
SMB       0.023757
HML       0.000492
dtype: float64, 56195: const    -0.062259
vwretd   -4.000363
SMB       0.086120
HML       0.036920
dtype: float64, 56207: const    -0.017492
vwretd    1.700787
SMB       0.025363
HML       0.030858
dtype: float64, 56208: const     0.004253
vwretd    1.046406
SMB      -0.002864
HML       0.006507
dtype: float64, 56215: const    -0.045139
vwretd    1.988849
SMB       0.024398
HML       0.022817
dtype: float64, 56216: const     0.002324
vwretd    0.832904
SMB       0.003908
HML       0.005063
dtype: float64, 56223: const    -0.004954
vwretd    1.663541
SMB       0.006928
HML       0.009628
dtype: float64, 56231: const     0.227431
vwretd    0.586051
SMB      -0.008714
HML      -0.059562
dtype: float64, 56232: const    -0.001936
vwretd    0.873174
SMB      -0.000882
HML       0.005493
dtype: float64, 56258: const    -0.008907
vwretd    1.004529
SMB       0.024145
HML       0.008600
dtype: float64, 56266: const    -0.006988
vwretd    1.764985
SMB       0.001516
HML       0.010306
dtype: float64, 56267: const     0.019448
vwretd    0.290756
SMB      -0.001490
HML      -0.002375
dtype: float64, 56274: const     0.007298
vwretd    0.751892
SMB      -0.001463
HML       0.002663
dtype: float64, 56275: const     0.009092
vwretd    0.663845
SMB       0.000088
HML       0.004739
dtype: float64, 56282: const    -0.000155
vwretd    1.138812
SMB       0.014669
HML      -0.002831
dtype: float64, 56290: const     0.000971
vwretd    0.698861
SMB       0.011154
HML       0.004526
dtype: float64, 56291: const     0.002641
vwretd    0.774151
SMB       0.008162
HML       0.007026
dtype: float64, 56303: const    -0.008465
vwretd    0.981406
SMB       0.023405
HML      -0.002147
dtype: float64, 56311: const     0.005668
vwretd    0.692375
SMB       0.005610
HML       0.002677
dtype: float64, 56312: const     0.009721
vwretd    2.216651
SMB       0.016279
HML       0.009871
dtype: float64, 56338: const    -0.037769
vwretd    1.357132
SMB       0.023643
HML       0.015357
dtype: float64, 56339: const     0.010003
vwretd    1.150367
SMB       0.007877
HML       0.004129
dtype: float64, 56346: const     0.028225
vwretd    0.168248
SMB      -0.005266
HML       0.006068
dtype: float64, 56347: const     0.014563
vwretd    0.505651
SMB      -0.007075
HML      -0.016198
dtype: float64, 56354: const    -0.005005
vwretd    1.342544
SMB       0.010437
HML       0.005337
dtype: float64, 56355: const     0.005601
vwretd    1.495011
SMB       0.012770
HML       0.000339
dtype: float64, 56362: const    -0.023118
vwretd    1.213734
SMB       0.019998
HML       0.003547
dtype: float64, 56363: const    -0.002353
vwretd    1.103663
SMB       0.009563
HML       0.002842
dtype: float64, 56370: const     0.002918
vwretd    1.443218
SMB       0.002655
HML       0.011473
dtype: float64, 56371: const    -0.011290
vwretd    2.261122
SMB       0.025511
HML       0.016930
dtype: float64, 56389: const     0.014663
vwretd    0.929463
SMB       0.010941
HML      -0.004869
dtype: float64, 56397: const    -0.004585
vwretd    0.888947
SMB       0.008036
HML       0.005587
dtype: float64, 56398: const    -0.144812
vwretd    0.717258
SMB       0.022864
HML       0.010450
dtype: float64, 56418: const     0.004281
vwretd    0.628108
SMB       0.002818
HML       0.005139
dtype: float64, 56419: const    -0.001076
vwretd    0.771772
SMB       0.001820
HML       0.004091
dtype: float64, 56426: const    -0.119768
vwretd   -0.700643
SMB       0.057322
HML       0.017470
dtype: float64, 56427: const     0.062704
vwretd   -0.434326
SMB       0.020518
HML      -0.046378
dtype: float64, 56434: const    -0.000003
vwretd    1.232700
SMB       0.011654
HML       0.006439
dtype: float64, 56435: const     0.019014
vwretd    0.643039
SMB       0.013795
HML      -0.002936
dtype: float64, 56442: const    -0.019802
vwretd    0.988990
SMB       0.023144
HML       0.008923
dtype: float64, 56450: const     0.000826
vwretd    1.184607
SMB      -0.001184
HML       0.005221
dtype: float64, 56469: const    -0.037947
vwretd    1.675898
SMB       0.020156
HML       0.018615
dtype: float64, 56477: const     0.000900
vwretd    1.735272
SMB       0.016718
HML       0.002632
dtype: float64, 56478: const     0.011344
vwretd    0.686328
SMB       0.015169
HML      -0.005809
dtype: float64, 56485: const     0.005770
vwretd    1.197012
SMB      -0.006771
HML      -0.008014
dtype: float64, 56486: const     0.006274
vwretd    0.051094
SMB       0.008096
HML      -0.005947
dtype: float64, 56493: const    -0.002259
vwretd    0.988937
SMB       0.002657
HML       0.007241
dtype: float64, 56506: const    -0.025483
vwretd    1.559116
SMB       0.018179
HML       0.001372
dtype: float64, 56507: const    -0.026188
vwretd    0.980265
SMB       0.013099
HML      -0.003162
dtype: float64, 56515: const     0.016973
vwretd   -0.403128
SMB       0.021173
HML      -0.013933
dtype: float64, 56522: const    -0.006277
vwretd    1.151206
SMB       0.008000
HML       0.011326
dtype: float64, 56523: const      0.610141
vwretd    66.041077
SMB       -0.955417
HML       -0.630514
dtype: float64, 56530: const    -0.028654
vwretd    0.988107
SMB       0.030312
HML       0.003426
dtype: float64, 56531: const    -0.002742
vwretd    0.890146
SMB       0.023633
HML      -0.003928
dtype: float64, 56549: const    -0.020590
vwretd    1.293489
SMB       0.012785
HML       0.010925
dtype: float64, 56550: const     0.122382
vwretd    7.106274
SMB      -0.022341
HML       0.222389
dtype: float64, 56557: const     0.001167
vwretd    1.474255
SMB       0.011552
HML       0.006572
dtype: float64, 56565: const     0.005470
vwretd    0.504603
SMB       0.000710
HML       0.002964
dtype: float64, 56566: const     0.008790
vwretd    0.629332
SMB       0.010425
HML       0.002923
dtype: float64, 56573: const     0.002640
vwretd    1.100060
SMB       0.000438
HML       0.002835
dtype: float64, 56574: const    -0.141605
vwretd    2.036300
SMB      -0.014885
HML      -0.015703
dtype: float64, 56581: const     0.003698
vwretd    0.237787
SMB       0.001223
HML       0.001778
dtype: float64, 56602: const     0.000136
vwretd    0.998537
SMB       0.008414
HML       0.007067
dtype: float64, 56603: const    -0.043017
vwretd    1.260592
SMB      -0.001145
HML      -0.002110
dtype: float64, 56610: const    -0.001100
vwretd    0.878403
SMB       0.010003
HML       0.010982
dtype: float64, 56611: const     0.007198
vwretd    0.434773
SMB       0.004711
HML       0.008324
dtype: float64, 56629: const    -0.002390
vwretd    1.055099
SMB       0.019277
HML       0.009245
dtype: float64, 56630: const     0.001192
vwretd    0.853163
SMB       0.004735
HML       0.009410
dtype: float64, 56637: const    -0.051117
vwretd    2.511839
SMB       0.013477
HML       0.015551
dtype: float64, 56638: const     0.012790
vwretd    0.072317
SMB       0.001995
HML      -0.000782
dtype: float64, 56645: const     0.001762
vwretd    0.464907
SMB       0.012084
HML       0.009149
dtype: float64, 56646: const    -0.133098
vwretd    0.343076
SMB       0.041504
HML       0.002694
dtype: float64, 56653: const     0.000654
vwretd    0.602511
SMB       0.000235
HML       0.004480
dtype: float64, 56654: const     0.017352
vwretd    2.395974
SMB       0.002464
HML       0.003011
dtype: float64, 56661: const     0.001465
vwretd    0.693797
SMB       0.012172
HML       0.004256
dtype: float64, 56662: const     0.018549
vwretd    0.783151
SMB       0.007279
HML       0.000135
dtype: float64, 56688: const     0.008210
vwretd    1.764960
SMB       0.003423
HML       0.005769
dtype: float64, 56689: const     0.001119
vwretd    1.596911
SMB       0.000761
HML      -0.008589
dtype: float64, 56696: const     0.004722
vwretd    0.276416
SMB       0.000077
HML       0.001812
dtype: float64, 56697: const     0.011418
vwretd    0.264618
SMB       0.002089
HML       0.004126
dtype: float64, 56709: const     0.027604
vwretd    1.120584
SMB       0.012398
HML      -0.008005
dtype: float64, 56710: const     0.007349
vwretd    0.298553
SMB       0.002425
HML       0.003811
dtype: float64, 56717: const    -0.002633
vwretd    0.755637
SMB       0.032565
HML      -0.000711
dtype: float64, 56725: const    -0.303285
vwretd    0.120490
SMB       0.015980
HML       0.057325
dtype: float64, 56726: const     0.003963
vwretd    0.225931
SMB       0.008072
HML       0.000914
dtype: float64, 56733: const     0.007025
vwretd    0.626498
SMB       0.007938
HML       0.006075
dtype: float64, 56734: const    -0.009035
vwretd    0.036709
SMB       0.004084
HML      -0.000276
dtype: float64, 56741: const    -0.002111
vwretd    1.184192
SMB       0.009964
HML       0.002470
dtype: float64, 56742: const     0.000509
vwretd    0.764618
SMB       0.009545
HML       0.009768
dtype: float64, 56768: const    -0.015371
vwretd    1.165910
SMB       0.012011
HML       0.006024
dtype: float64, 56769: const     0.021615
vwretd    1.040467
SMB       0.011017
HML       0.012909
dtype: float64, 56776: const    -0.022876
vwretd    1.150447
SMB       0.014146
HML       0.006742
dtype: float64, 56777: const     0.011637
vwretd    0.766934
SMB       0.005005
HML       0.000519
dtype: float64, 56784: const    -0.003015
vwretd    1.265620
SMB       0.011216
HML       0.012710
dtype: float64, 56785: const    -0.017797
vwretd    1.847717
SMB      -0.038457
HML       0.033651
dtype: float64, 56792: const     0.005170
vwretd    0.909623
SMB       0.012418
HML       0.003459
dtype: float64, 56793: const     0.006663
vwretd   -0.169687
SMB       0.000753
HML       0.006799
dtype: float64, 56805: const    -0.015095
vwretd    1.107632
SMB       0.000554
HML       0.003551
dtype: float64, 56813: const     0.002502
vwretd    0.336056
SMB       0.001337
HML       0.003863
dtype: float64, 56814: const     0.010913
vwretd    0.361941
SMB       0.005883
HML       0.003935
dtype: float64, 56821: const    -0.072841
vwretd    1.244944
SMB      -0.008319
HML       0.018062
dtype: float64, 56822: const    -0.000850
vwretd    1.050987
SMB       0.007013
HML       0.007964
dtype: float64, 56848: const    -0.005470
vwretd    1.120387
SMB       0.016064
HML       0.006715
dtype: float64, 56849: const     0.003411
vwretd    0.856941
SMB       0.008550
HML       0.000321
dtype: float64, 56856: const    -0.000842
vwretd    0.761501
SMB       0.012790
HML       0.010838
dtype: float64, 56857: const     0.001665
vwretd   -0.011135
SMB      -0.000327
HML      -0.000124
dtype: float64, 56864: const     0.015474
vwretd    0.690731
SMB       0.004709
HML       0.001988
dtype: float64, 56865: const     0.016360
vwretd   -0.772025
SMB      -0.000604
HML      -0.015626
dtype: float64, 56872: const    -0.037835
vwretd    1.690368
SMB       0.013476
HML       0.021300
dtype: float64, 56873: const    -0.012024
vwretd    0.941683
SMB       0.013683
HML       0.009655
dtype: float64, 56880: const     0.017504
vwretd    0.979718
SMB       0.017911
HML      -0.025301
dtype: float64, 56881: const    -0.046401
vwretd    1.361787
SMB       0.011733
HML       0.001313
dtype: float64, 56899: const     0.005592
vwretd    1.262380
SMB       0.016427
HML      -0.003630
dtype: float64, 56900: const    -0.001089
vwretd    0.393479
SMB       0.006387
HML      -0.008882
dtype: float64, 56901: const     0.000411
vwretd    0.535750
SMB       0.022472
HML      -0.008557
dtype: float64, 56902: const    -0.003323
vwretd   -0.316637
SMB       0.023853
HML      -0.014443
dtype: float64, 56928: const    -0.047794
vwretd    1.827451
SMB       0.040581
HML       0.015907
dtype: float64, 56929: const    -0.045213
vwretd    0.920903
SMB       0.036623
HML       0.021020
dtype: float64, 56936: const     0.003545
vwretd    0.278512
SMB       0.000309
HML       0.001647
dtype: float64, 56937: const     0.016997
vwretd    1.244711
SMB       0.006053
HML       0.005872
dtype: float64, 56944: const     0.002089
vwretd    0.426152
SMB      -0.000840
HML       0.004063
dtype: float64, 56945: const     0.009246
vwretd    0.647656
SMB       0.008725
HML       0.001707
dtype: float64, 56952: const     0.000936
vwretd    0.574394
SMB       0.002048
HML       0.007949
dtype: float64, 56953: const    -0.016287
vwretd    2.205150
SMB       0.019106
HML      -0.013136
dtype: float64, 56960: const     0.004544
vwretd    0.917097
SMB       0.006998
HML      -0.002494
dtype: float64, 56961: const     0.026222
vwretd    0.570274
SMB       0.015676
HML       0.002523
dtype: float64, 56979: const     0.003451
vwretd    0.259995
SMB       0.001401
HML       0.003199
dtype: float64, 56980: const    -0.029855
vwretd   -0.538276
SMB       0.025024
HML      -0.009374
dtype: float64, 56987: const     0.002488
vwretd    0.332724
SMB       0.001175
HML       0.004168
dtype: float64, 56995: const    -0.031720
vwretd    2.184861
SMB       0.015416
HML       0.033552
dtype: float64, 56996: const     0.015968
vwretd    1.315894
SMB       0.012527
HML      -0.012224
dtype: float64, 57007: const    -0.000885
vwretd    0.786845
SMB       0.008386
HML       0.003551
dtype: float64, 57008: const     0.013291
vwretd   -0.081236
SMB       0.010788
HML      -0.002894
dtype: float64, 57015: const    -0.027700
vwretd    1.277515
SMB       0.020482
HML       0.006278
dtype: float64, 57016: const     0.015938
vwretd    0.317846
SMB       0.003503
HML       0.001456
dtype: float64, 57023: const    -0.009562
vwretd    1.140119
SMB       0.007207
HML       0.007520
dtype: float64, 57024: const     0.214970
vwretd   -0.126288
SMB      -0.043913
HML      -0.007769
dtype: float64, 57031: const    -0.006079
vwretd    1.227450
SMB       0.016342
HML       0.015012
dtype: float64, 57032: const     0.017029
vwretd    0.548878
SMB       0.017850
HML      -0.008888
dtype: float64, 57058: const    -0.015159
vwretd    1.732909
SMB       0.006795
HML       0.007366
dtype: float64, 57059: const     0.028272
vwretd   -2.630761
SMB      -0.068936
HML      -0.058936
dtype: float64, 57066: const    -0.001671
vwretd    0.963628
SMB       0.010524
HML       0.004381
dtype: float64, 57067: const     0.009311
vwretd    0.609223
SMB       0.007210
HML       0.003277
dtype: float64, 57074: const     0.004014
vwretd    0.299836
SMB       0.000193
HML       0.001309
dtype: float64, 57075: const     0.002985
vwretd    0.712775
SMB       0.030249
HML      -0.001043
dtype: float64, 57082: const     0.003934
vwretd    0.254821
SMB      -0.000793
HML       0.001833
dtype: float64, 57083: const     0.139308
vwretd    4.292613
SMB       0.049757
HML       0.046288
dtype: float64, 57090: const    -0.002937
vwretd    1.191970
SMB       0.000052
HML       0.004016
dtype: float64, 57091: const    -0.050644
vwretd    2.045255
SMB       0.015861
HML      -0.009007
dtype: float64, 57103: const     0.004610
vwretd    0.224946
SMB       0.000187
HML       0.001772
dtype: float64, 57104: const    -0.007775
vwretd    1.191539
SMB       0.008978
HML       0.022893
dtype: float64, 57111: const     0.000786
vwretd    0.440780
SMB      -0.001116
HML       0.004373
dtype: float64, 57112: const     0.000306
vwretd   -0.278928
SMB       0.020105
HML      -0.007147
dtype: float64, 57138: const    -0.013285
vwretd    0.924318
SMB       0.019100
HML       0.012933
dtype: float64, 57139: const    -0.107854
vwretd    1.732219
SMB       0.045630
HML       0.047996
dtype: float64, 57146: const     0.002497
vwretd    1.311255
SMB       0.013387
HML       0.018677
dtype: float64, 57147: const    -0.007620
vwretd    1.609178
SMB       0.014986
HML       0.005483
dtype: float64, 57154: const    -0.001710
vwretd    1.002591
SMB       0.005092
HML       0.005779
dtype: float64, 57155: const     0.004204
vwretd    0.847473
SMB       0.007110
HML      -0.014096
dtype: float64, 57162: const    -0.008578
vwretd    1.328030
SMB       0.030443
HML       0.017751
dtype: float64, 57163: const     0.007318
vwretd    0.425666
SMB       0.011342
HML      -0.006272
dtype: float64, 57170: const    -0.011075
vwretd    0.784241
SMB       0.009368
HML      -0.003884
dtype: float64, 57171: const     0.021426
vwretd    0.975383
SMB       0.003115
HML      -0.006747
dtype: float64, 57189: const     0.000384
vwretd    2.066899
SMB       0.016704
HML       0.025035
dtype: float64, 57190: const    -0.001555
vwretd    0.793915
SMB       0.008622
HML       0.008232
dtype: float64, 57197: const    -0.007244
vwretd    1.170088
SMB       0.016866
HML       0.009845
dtype: float64, 57198: const     0.018026
vwretd    0.874053
SMB       0.035895
HML       0.002854
dtype: float64, 57218: const     0.016726
vwretd    0.366909
SMB       0.000808
HML       0.001665
dtype: float64, 57219: const     0.002913
vwretd    0.019067
SMB       0.021522
HML       0.017449
dtype: float64, 57226: const    -0.009731
vwretd    1.267222
SMB       0.021887
HML       0.006698
dtype: float64, 57234: const     0.007722
vwretd    1.235457
SMB       0.016309
HML       0.002948
dtype: float64, 57235: const     0.014248
vwretd    0.728052
SMB       0.010781
HML       0.002587
dtype: float64, 57242: const    -0.076864
vwretd    1.023979
SMB       0.027571
HML       0.022377
dtype: float64, 57250: const    -0.013963
vwretd    1.461307
SMB       0.005919
HML       0.011563
dtype: float64, 57251: const     0.004943
vwretd    0.759937
SMB       0.014363
HML       0.001173
dtype: float64, 57269: const     0.004441
vwretd    0.747316
SMB       0.001200
HML       0.006396
dtype: float64, 57270: const    -0.033448
vwretd    1.842156
SMB       0.004900
HML       0.022961
dtype: float64, 57277: const     0.002648
vwretd    0.798322
SMB      -0.001059
HML       0.005337
dtype: float64, 57285: const    -0.094790
vwretd   -0.672298
SMB       0.036740
HML      -0.008345
dtype: float64, 57286: const     0.003273
vwretd    0.790702
SMB       0.003739
HML       0.002170
dtype: float64, 57293: const     0.000849
vwretd    0.561626
SMB       0.000371
HML       0.003356
dtype: float64, 57306: const    -0.001038
vwretd    1.161241
SMB       0.015788
HML       0.000288
dtype: float64, 57307: const    -0.048164
vwretd    1.626078
SMB       0.064465
HML      -0.003537
dtype: float64, 57314: const     0.001126
vwretd    1.086931
SMB       0.011040
HML       0.007908
dtype: float64, 57315: const    -0.045241
vwretd    1.722900
SMB       0.022091
HML       0.006447
dtype: float64, 57322: const     0.011971
vwretd    0.682276
SMB       0.007177
HML       0.004092
dtype: float64, 57323: const    -0.048881
vwretd    1.548160
SMB       0.016141
HML       0.025982
dtype: float64, 57330: const     0.005492
vwretd    0.553252
SMB       0.007072
HML       0.003081
dtype: float64, 57331: const     0.012176
vwretd    0.458361
SMB       0.001324
HML       0.004636
dtype: float64, 57349: const     0.018327
vwretd    0.806628
SMB       0.011208
HML       0.002128
dtype: float64, 57350: const     0.025906
vwretd    0.700254
SMB       0.016784
HML       0.023541
dtype: float64, 57357: const    -0.009997
vwretd    0.888300
SMB       0.011511
HML      -0.001161
dtype: float64, 57358: const     0.004601
vwretd    0.635526
SMB       0.004095
HML       0.008755
dtype: float64, 57365: const     0.004188
vwretd    0.305924
SMB      -0.000075
HML       0.002109
dtype: float64, 57366: const     0.001798
vwretd    1.487445
SMB      -0.007293
HML      -0.013697
dtype: float64, 57373: const    -0.011882
vwretd    0.821522
SMB       0.021306
HML       0.000170
dtype: float64, 57374: const     0.018401
vwretd    0.240394
SMB       0.005174
HML      -0.004026
dtype: float64, 57381: const     0.004360
vwretd    1.253526
SMB       0.001827
HML      -0.002185
dtype: float64, 57382: const    -0.072402
vwretd    2.057760
SMB       0.064322
HML       0.026826
dtype: float64, 57402: const    -0.067388
vwretd    1.038008
SMB       0.027150
HML       0.011189
dtype: float64, 57403: const     0.022252
vwretd   -0.070441
SMB       0.019412
HML      -0.017423
dtype: float64, 57410: const     0.001633
vwretd    0.358858
SMB       0.001362
HML       0.004130
dtype: float64, 57429: const     0.036604
vwretd    0.568882
SMB       0.006996
HML       0.003857
dtype: float64, 57430: const    -0.026322
vwretd   -0.414034
SMB      -0.054107
HML      -0.030272
dtype: float64, 57437: const    -0.002657
vwretd    1.041235
SMB       0.010334
HML       0.006591
dtype: float64, 57438: const     0.028439
vwretd    0.448732
SMB       0.016468
HML       0.005554
dtype: float64, 57445: const     0.006371
vwretd    0.590236
SMB       0.009235
HML       0.002181
dtype: float64, 57446: const    -0.000214
vwretd    1.028807
SMB       0.004225
HML       0.006372
dtype: float64, 57453: const    -0.046625
vwretd    2.716770
SMB       0.025329
HML       0.029094
dtype: float64, 57454: const     0.021392
vwretd    0.936473
SMB       0.012225
HML      -0.001228
dtype: float64, 57461: const     0.002940
vwretd    1.180221
SMB       0.005350
HML      -0.003314
dtype: float64, 57462: const     0.025490
vwretd    0.282813
SMB      -0.000060
HML       0.000104
dtype: float64, 57488: const    -0.022529
vwretd    1.123509
SMB       0.007159
HML      -0.005142
dtype: float64, 57489: const    -0.001118
vwretd    0.589474
SMB       0.019584
HML       0.003210
dtype: float64, 57496: const    -0.052341
vwretd    1.133431
SMB       0.031281
HML       0.031626
dtype: float64, 57497: const    -0.074018
vwretd   -1.281163
SMB       0.017279
HML       0.005881
dtype: float64, 57509: const    -0.005247
vwretd    0.837157
SMB       0.011165
HML       0.003562
dtype: float64, 57510: const     0.012044
vwretd    1.019093
SMB       0.008765
HML      -0.001561
dtype: float64, 57517: const    -0.032686
vwretd    1.988812
SMB       0.039032
HML       0.025909
dtype: float64, 57518: const     0.001217
vwretd    0.757537
SMB       0.004400
HML       0.010122
dtype: float64, 57525: const    -0.000120
vwretd    0.821359
SMB       0.017790
HML       0.009435
dtype: float64, 57526: const     0.005605
vwretd    1.757657
SMB       0.018940
HML       0.008366
dtype: float64, 57533: const    -0.007530
vwretd    0.697674
SMB       0.006867
HML      -0.001283
dtype: float64, 57534: const     0.006928
vwretd    1.339882
SMB       0.019338
HML      -0.006039
dtype: float64, 57541: const     0.001549
vwretd    0.454007
SMB       0.018417
HML       0.001224
dtype: float64, 57542: const    -0.005012
vwretd    0.996251
SMB       0.017952
HML       0.001965
dtype: float64, 57568: const     0.007843
vwretd    0.721225
SMB      -0.000588
HML       0.000747
dtype: float64, 57569: const    -0.109946
vwretd    3.629363
SMB       0.016930
HML       0.039953
dtype: float64, 57576: const    -0.082342
vwretd    1.255706
SMB       0.012009
HML       0.026798
dtype: float64, 57577: const    -0.007641
vwretd    1.623428
SMB       0.018812
HML       0.004500
dtype: float64, 57584: const     0.003825
vwretd    0.258440
SMB       0.000816
HML       0.003184
dtype: float64, 57592: const    -0.004590
vwretd    1.542499
SMB       0.003662
HML      -0.006371
dtype: float64, 57605: const     0.016346
vwretd    0.618130
SMB       0.008975
HML       0.003266
dtype: float64, 57606: const     -0.578242
vwretd    20.672767
SMB       -0.204320
HML        0.096730
dtype: float64, 57613: const     0.000025
vwretd    0.699415
SMB       0.020125
HML       0.003321
dtype: float64, 57614: const    -0.068119
vwretd    1.406093
SMB       0.009538
HML      -0.002872
dtype: float64, 57621: const     0.013957
vwretd    0.148754
SMB       0.004341
HML       0.006411
dtype: float64, 57622: const     0.041612
vwretd    1.082924
SMB       0.024365
HML      -0.000727
dtype: float64, 57648: const    -0.003377
vwretd    0.901335
SMB       0.006515
HML       0.005363
dtype: float64, 57649: const     0.004738
vwretd    1.188701
SMB       0.001421
HML       0.001634
dtype: float64, 57656: const     0.019054
vwretd    0.783360
SMB       0.018446
HML       0.007740
dtype: float64, 57657: const     0.007577
vwretd    1.151498
SMB      -0.000545
HML      -0.000356
dtype: float64, 57664: const     0.009560
vwretd    0.230794
SMB       0.024347
HML       0.002060
dtype: float64, 57665: const     0.009441
vwretd    1.049804
SMB      -0.004319
HML      -0.000863
dtype: float64, 57672: const     0.001514
vwretd    0.905884
SMB       0.009984
HML       0.008682
dtype: float64, 57673: const     0.002442
vwretd    0.736107
SMB       0.001661
HML       0.001796
dtype: float64, 57680: const     0.068455
vwretd    0.639310
SMB       0.021822
HML      -0.009952
dtype: float64, 57681: const     0.001632
vwretd    0.727597
SMB       0.002225
HML       0.004216
dtype: float64, 57699: const    -0.050150
vwretd    2.301737
SMB       0.012674
HML       0.021743
dtype: float64, 57700: const    -0.074892
vwretd    1.153942
SMB       0.011509
HML       0.010909
dtype: float64, 57701: const    -0.023640
vwretd    1.620876
SMB       0.005636
HML       0.007040
dtype: float64, 57728: const    -0.000978
vwretd    1.133270
SMB       0.012826
HML      -0.004747
dtype: float64, 57729: const     0.001592
vwretd   -0.116304
SMB      -0.013019
HML      -0.016664
dtype: float64, 57736: const    -0.003126
vwretd    0.894846
SMB       0.021368
HML       0.011901
dtype: float64, 57744: const     0.016150
vwretd    1.018584
SMB       0.000473
HML       0.000609
dtype: float64, 57745: const     0.001167
vwretd    0.785651
SMB       0.010931
HML       0.007615
dtype: float64, 57753: const    -0.009419
vwretd    0.502571
SMB       0.011597
HML       0.009705
dtype: float64, 57760: const     0.013148
vwretd    1.889293
SMB       0.032700
HML       0.004226
dtype: float64, 57761: const     0.020417
vwretd    0.390990
SMB       0.007900
HML       0.005767
dtype: float64, 57779: const     0.004433
vwretd    0.624730
SMB       0.010727
HML      -0.000339
dtype: float64, 57780: const     0.000587
vwretd    0.734483
SMB       0.005365
HML       0.006133
dtype: float64, 57787: const     0.024367
vwretd    1.180189
SMB       0.012271
HML       0.002791
dtype: float64, 57795: const     0.001622
vwretd    1.786902
SMB       0.015453
HML      -0.004134
dtype: float64, 57808: const     0.002098
vwretd    1.399629
SMB       0.009014
HML       0.001291
dtype: float64, 57809: const     0.005438
vwretd    0.943881
SMB       0.003450
HML       0.001715
dtype: float64, 57816: const     0.002661
vwretd    1.539687
SMB       0.005763
HML       0.007576
dtype: float64, 57817: const    -0.001298
vwretd    1.523788
SMB       0.005345
HML       0.007626
dtype: float64, 57824: const    -0.006950
vwretd    0.840496
SMB       0.025186
HML      -0.010442
dtype: float64, 57825: const    -0.032098
vwretd   -0.315009
SMB       0.093767
HML       0.014909
dtype: float64, 57832: const    -0.000089
vwretd    0.763809
SMB       0.005530
HML       0.000257
dtype: float64, 57840: const     0.027804
vwretd    0.464902
SMB      -0.005874
HML       0.010844
dtype: float64, 57841: const     0.047076
vwretd   -0.238395
SMB      -0.034027
HML      -0.043065
dtype: float64, 57859: const    -0.001240
vwretd    0.423785
SMB       0.001667
HML       0.009950
dtype: float64, 57860: const    -0.048709
vwretd    0.556417
SMB      -0.002564
HML       0.010037
dtype: float64, 57867: const    -0.003648
vwretd    0.893733
SMB       0.027712
HML       0.001651
dtype: float64, 57875: const     0.040891
vwretd    3.560476
SMB      -0.005660
HML       0.036065
dtype: float64, 57876: const    -0.027518
vwretd    0.843631
SMB       0.002695
HML      -0.003992
dtype: float64, 57883: const    -0.005929
vwretd    1.204922
SMB       0.001043
HML      -0.007088
dtype: float64, 57884: const    -0.000484
vwretd    1.155314
SMB       0.009370
HML       0.005256
dtype: float64, 57891: const    -0.022861
vwretd    1.290808
SMB       0.017013
HML       0.010609
dtype: float64, 57892: const    -0.029865
vwretd    0.948716
SMB      -0.003254
HML      -0.010967
dtype: float64, 57904: const     0.004636
vwretd    1.278843
SMB      -0.001465
HML       0.008125
dtype: float64, 57912: const     0.009305
vwretd    0.676630
SMB       0.007826
HML       0.008341
dtype: float64, 57913: const     0.013924
vwretd    0.565217
SMB       0.020062
HML      -0.012012
dtype: float64, 57920: const     0.017079
vwretd    1.066305
SMB       0.010180
HML      -0.006325
dtype: float64, 57921: const    -0.010010
vwretd   -0.221815
SMB      -0.000679
HML      -0.008395
dtype: float64, 57939: const     0.003185
vwretd    0.924768
SMB       0.015790
HML      -0.001509
dtype: float64, 57940: const    -0.148588
vwretd    1.950991
SMB       0.081447
HML       0.021541
dtype: float64, 57947: const    -0.000833
vwretd    1.223830
SMB       0.011770
HML       0.009711
dtype: float64, 57948: const    -0.013020
vwretd   -0.258507
SMB      -0.012811
HML      -0.019588
dtype: float64, 57955: const     0.003910
vwretd    1.277838
SMB      -0.010878
HML       0.020367
dtype: float64, 57963: const     0.000396
vwretd    0.478565
SMB       0.018164
HML       0.003955
dtype: float64, 57964: const     0.012461
vwretd    0.268253
SMB       0.010074
HML      -0.000766
dtype: float64, 57971: const     0.004739
vwretd    0.227162
SMB       0.013417
HML      -0.001158
dtype: float64, 57998: const    -0.004978
vwretd    1.111576
SMB       0.007623
HML       0.006987
dtype: float64, 57999: const     0.002327
vwretd    1.308115
SMB       0.013372
HML      -0.001838
dtype: float64, 58018: const    -0.008446
vwretd    1.304938
SMB       0.016075
HML       0.010485
dtype: float64, 58019: const    -0.000757
vwretd   -0.985480
SMB      -0.050309
HML      -0.010316
dtype: float64, 58026: const    -0.009718
vwretd    1.763828
SMB       0.006688
HML       0.008626
dtype: float64, 58034: const     0.006084
vwretd    0.703716
SMB       0.022574
HML       0.016320
dtype: float64, 58035: const    -0.018167
vwretd    1.178342
SMB       0.008832
HML       0.000390
dtype: float64, 58042: const     0.087312
vwretd    1.051006
SMB      -0.003551
HML      -0.009206
dtype: float64, 58043: const     0.006435
vwretd    0.703639
SMB       0.001173
HML       0.003622
dtype: float64, 58050: const     0.007335
vwretd    1.119894
SMB       0.004675
HML       0.003945
dtype: float64, 58051: const     0.009385
vwretd   -0.037254
SMB       0.009013
HML       0.003877
dtype: float64, 58069: const    -0.008791
vwretd    1.125138
SMB       0.006916
HML      -0.002461
dtype: float64, 58070: const     0.026320
vwretd    0.096450
SMB       0.006587
HML      -0.011392
dtype: float64, 58077: const    -0.014450
vwretd    1.006344
SMB       0.008352
HML       0.010226
dtype: float64, 58078: const     0.006435
vwretd    1.419392
SMB       0.012967
HML       0.008567
dtype: float64, 58085: const     0.003236
vwretd    1.249537
SMB      -0.007119
HML      -0.003282
dtype: float64, 58086: const     0.066848
vwretd    0.248860
SMB      -0.000779
HML       0.003467
dtype: float64, 58093: const    -0.003281
vwretd    0.904337
SMB       0.000438
HML       0.003641
dtype: float64, 58094: const     0.001387
vwretd    1.020688
SMB       0.002617
HML       0.011078
dtype: float64, 58106: const    -0.001514
vwretd    0.928631
SMB       0.018977
HML       0.014446
dtype: float64, 58107: const    -0.003177
vwretd    1.018796
SMB       0.004557
HML      -0.016750
dtype: float64, 58114: const     0.005006
vwretd    0.303391
SMB       0.001143
HML       0.003257
dtype: float64, 58115: const     0.042806
vwretd    0.187653
SMB       0.011170
HML      -0.001401
dtype: float64, 58122: const    -0.006193
vwretd    1.053181
SMB       0.005993
HML      -0.010014
dtype: float64, 58130: const    -0.012155
vwretd    1.232265
SMB       0.016307
HML       0.009950
dtype: float64, 58149: const    -0.013780
vwretd    1.391278
SMB       0.016989
HML       0.002581
dtype: float64, 58150: const    -0.009730
vwretd    0.953343
SMB       0.008921
HML       0.012707
dtype: float64, 58157: const    -0.136810
vwretd   -0.899900
SMB       0.003123
HML       0.039120
dtype: float64, 58158: const     0.012226
vwretd    1.259548
SMB       0.007616
HML       0.015135
dtype: float64, 58165: const    -0.015354
vwretd    1.312879
SMB       0.013980
HML      -0.006466
dtype: float64, 58166: const    -0.005534
vwretd    1.822241
SMB       0.030325
HML       0.028370
dtype: float64, 58173: const    -0.006834
vwretd    1.300311
SMB       0.015530
HML       0.003380
dtype: float64, 58174: const     0.013449
vwretd    0.639761
SMB       0.003293
HML       0.003015
dtype: float64, 58181: const     0.001209
vwretd    1.200487
SMB       0.016078
HML       0.001365
dtype: float64, 58182: const     0.023942
vwretd   -0.034683
SMB       0.014770
HML      -0.008185
dtype: float64, 58202: const     0.006337
vwretd    0.485425
SMB       0.000487
HML       0.004590
dtype: float64, 58203: const     0.015855
vwretd    0.363342
SMB       0.004135
HML      -0.009747
dtype: float64, 58210: const     0.026392
vwretd    0.306137
SMB       0.016053
HML       0.014984
dtype: float64, 58211: const     0.046742
vwretd   -0.824178
SMB      -0.026178
HML      -0.018785
dtype: float64, 58229: const     0.007025
vwretd    1.518121
SMB       0.029597
HML      -0.020128
dtype: float64, 58230: const    -0.001773
vwretd    0.515082
SMB       0.005274
HML       0.003255
dtype: float64, 58237: const     0.001017
vwretd    1.724002
SMB       0.011413
HML      -0.007762
dtype: float64, 58238: const    -0.027206
vwretd    0.814530
SMB       0.011171
HML       0.012644
dtype: float64, 58245: const     0.008562
vwretd    1.624582
SMB      -0.001101
HML      -0.003430
dtype: float64, 58246: const     0.001866
vwretd    1.005440
SMB      -0.001411
HML       0.003847
dtype: float64, 58253: const    -0.005912
vwretd    0.633977
SMB       0.011661
HML       0.001503
dtype: float64, 58261: const    -0.001591
vwretd    0.794444
SMB       0.014494
HML       0.000661
dtype: float64, 58262: const    -0.010588
vwretd    0.460438
SMB       0.013322
HML       0.003938
dtype: float64, 58288: const     0.003605
vwretd    0.303377
SMB      -0.000868
HML       0.003889
dtype: float64, 58289: const     0.008900
vwretd    0.742533
SMB       0.007006
HML       0.007657
dtype: float64, 58296: const     0.016437
vwretd    0.929535
SMB       0.007933
HML      -0.005614
dtype: float64, 58297: const     -0.218239
vwretd   -22.617444
SMB        0.332151
HML        0.213076
dtype: float64, 58309: const    -0.092396
vwretd    0.786974
SMB       0.026732
HML      -0.002860
dtype: float64, 58310: const     -0.219408
vwretd   -23.100369
SMB        0.339626
HML        0.215309
dtype: float64, 58317: const    -0.007648
vwretd    1.722104
SMB       0.018708
HML       0.009497
dtype: float64, 58318: const    -0.004259
vwretd    1.491456
SMB       0.005644
HML       0.013245
dtype: float64, 58325: const    -0.033345
vwretd    0.985170
SMB       0.024231
HML      -0.002600
dtype: float64, 58333: const    -0.021876
vwretd    0.803592
SMB       0.018293
HML       0.004172
dtype: float64, 58334: const     0.004036
vwretd    0.505607
SMB       0.000337
HML       0.003579
dtype: float64, 58341: const    -0.003032
vwretd    0.796610
SMB       0.012914
HML       0.004271
dtype: float64, 58342: const     0.005565
vwretd    3.433306
SMB      -0.057504
HML       0.012373
dtype: float64, 58368: const     0.005299
vwretd    0.374306
SMB       0.011172
HML       0.018180
dtype: float64, 58369: const    -0.001054
vwretd    0.795598
SMB       0.005971
HML       0.008043
dtype: float64, 58376: const     0.003370
vwretd    1.001488
SMB       0.012309
HML      -0.006216
dtype: float64, 58384: const    -0.008287
vwretd    1.428009
SMB       0.010538
HML       0.008611
dtype: float64, 58385: const    -0.004583
vwretd    0.898727
SMB       0.004596
HML       0.005704
dtype: float64, 58392: const     0.002204
vwretd    0.207073
SMB       0.012169
HML       0.001119
dtype: float64, 58393: const    -0.001824
vwretd    1.291121
SMB       0.001222
HML       0.009940
dtype: float64, 58405: const     0.001986
vwretd    1.043212
SMB       0.014157
HML       0.006469
dtype: float64, 58406: const    -0.004760
vwretd    0.654883
SMB      -0.000619
HML       0.006285
dtype: float64, 58413: const     0.003697
vwretd    0.722477
SMB       0.002845
HML       0.005434
dtype: float64, 58414: const     0.000173
vwretd    0.818463
SMB       0.003252
HML       0.005697
dtype: float64, 58421: const     0.004389
vwretd    0.772530
SMB       0.006257
HML       0.005125
dtype: float64, 58448: const     0.022379
vwretd    1.247298
SMB      -0.005155
HML       0.009754
dtype: float64, 58456: const     0.012795
vwretd    1.625342
SMB       0.009426
HML      -0.009583
dtype: float64, 58457: const     0.045978
vwretd    1.399878
SMB      -0.018796
HML      -0.017559
dtype: float64, 58464: const     0.006044
vwretd    1.314649
SMB       0.006749
HML      -0.006778
dtype: float64, 58465: const     0.015805
vwretd    1.382891
SMB       0.026459
HML      -0.003238
dtype: float64, 58472: const    -0.004462
vwretd    1.228429
SMB       0.004169
HML       0.005640
dtype: float64, 58473: const    -0.002643
vwretd    0.939496
SMB       0.008868
HML       0.005342
dtype: float64, 58480: const    -0.005501
vwretd    1.446543
SMB       0.015381
HML       0.004046
dtype: float64, 58481: const     0.029041
vwretd    1.250537
SMB       0.002571
HML      -0.001518
dtype: float64, 58499: const     0.010084
vwretd    1.668462
SMB       0.007940
HML       0.010207
dtype: float64, 58500: const     0.021116
vwretd    1.049017
SMB       0.001059
HML      -0.013612
dtype: float64, 58501: const    -0.002381
vwretd    1.201767
SMB       0.007530
HML       0.000931
dtype: float64, 58502: const     0.005115
vwretd   -0.576962
SMB      -0.041384
HML       0.006809
dtype: float64, 58528: const    -0.017520
vwretd    1.001529
SMB       0.015556
HML       0.011049
dtype: float64, 58536: const    -0.014585
vwretd    1.079369
SMB       0.023037
HML       0.017318
dtype: float64, 58537: const    -0.113718
vwretd   -0.309812
SMB       0.068626
HML       0.007158
dtype: float64, 58544: const    -0.007682
vwretd    0.461187
SMB       0.020630
HML       0.000448
dtype: float64, 58545: const    -0.128089
vwretd    0.555286
SMB       0.090280
HML       0.038308
dtype: float64, 58552: const     0.002652
vwretd    0.734677
SMB      -0.001367
HML       0.006301
dtype: float64, 58560: const     0.005058
vwretd    0.680546
SMB       0.010529
HML       0.002964
dtype: float64, 58579: const     0.024314
vwretd    0.858664
SMB       0.006353
HML      -0.008025
dtype: float64, 58587: const     0.004857
vwretd    0.519548
SMB       0.005442
HML       0.006084
dtype: float64, 58595: const     0.022118
vwretd    0.932750
SMB       0.017010
HML      -0.002082
dtype: float64, 58596: const     0.006283
vwretd    0.958326
SMB       0.000651
HML      -0.000095
dtype: float64, 58608: const    -0.000939
vwretd    1.115776
SMB       0.006917
HML       0.008285
dtype: float64, 58609: const    -0.014268
vwretd   -0.223266
SMB       0.010731
HML      -0.008174
dtype: float64, 58616: const    -0.014365
vwretd    1.090962
SMB       0.009432
HML       0.006247
dtype: float64, 58617: const     0.037989
vwretd    2.075969
SMB      -0.005535
HML      -0.002596
dtype: float64, 58624: const     0.008838
vwretd    0.830389
SMB       0.014051
HML       0.000910
dtype: float64, 58625: const     0.007780
vwretd    0.848967
SMB       0.002869
HML       0.001152
dtype: float64, 58632: const    -0.001961
vwretd    0.888020
SMB       0.011726
HML       0.001536
dtype: float64, 58633: const      0.564533
vwretd    74.135612
SMB       -1.027507
HML       -0.715980
dtype: float64, 58640: const    -0.010184
vwretd    1.835928
SMB      -0.000993
HML      -0.004493
dtype: float64, 58641: const    -0.004547
vwretd    1.261638
SMB       0.004524
HML       0.006461
dtype: float64, 58659: const     0.010910
vwretd    1.473251
SMB      -0.001773
HML      -0.000221
dtype: float64, 58660: const    -0.009083
vwretd    0.650271
SMB       0.009894
HML       0.000605
dtype: float64, 58667: const     0.008257
vwretd    0.938896
SMB       0.004407
HML      -0.000725
dtype: float64, 58668: const    -0.002279
vwretd    1.298462
SMB       0.014213
HML      -0.004224
dtype: float64, 58675: const    -0.013376
vwretd    1.496316
SMB       0.003702
HML       0.007299
dtype: float64, 58676: const    -0.023866
vwretd    1.113993
SMB       0.018518
HML      -0.005015
dtype: float64, 58683: const     0.006731
vwretd    1.124113
SMB       0.002943
HML       0.006471
dtype: float64, 58684: const    -0.016388
vwretd    2.442781
SMB       0.021051
HML       0.010927
dtype: float64, 58691: const     0.005859
vwretd    0.864432
SMB       0.014589
HML      -0.000091
dtype: float64, 58692: const     0.001631
vwretd    0.771029
SMB       0.013426
HML      -0.001826
dtype: float64, 58704: const    -0.009440
vwretd    0.843450
SMB       0.009023
HML       0.006183
dtype: float64, 58712: const     0.017740
vwretd    2.141330
SMB       0.003977
HML       0.011976
dtype: float64, 58713: const    -0.030789
vwretd    1.643939
SMB       0.000972
HML       0.005538
dtype: float64, 58720: const    -0.006727
vwretd    1.486664
SMB       0.010071
HML      -0.002593
dtype: float64, 58721: const    -0.010304
vwretd   -0.936305
SMB       0.007234
HML      -0.033275
dtype: float64, 58739: const    -0.000301
vwretd    1.249886
SMB       0.007607
HML      -0.001620
dtype: float64, 58740: const    -0.006640
vwretd    0.810958
SMB       0.006075
HML       0.006948
dtype: float64, 58747: const     0.008653
vwretd   -0.071752
SMB       0.027496
HML       0.044399
dtype: float64, 58748: const     0.029720
vwretd    3.798707
SMB       0.224646
HML       0.162816
dtype: float64, 58755: const     0.003048
vwretd    1.047772
SMB       0.005933
HML       0.006372
dtype: float64, 58756: const     0.008139
vwretd    0.731945
SMB       0.011873
HML      -0.002565
dtype: float64, 58763: const    -0.020626
vwretd    0.530968
SMB       0.017698
HML      -0.001084
dtype: float64, 58764: const     0.013464
vwretd    0.447667
SMB       0.022008
HML       0.010037
dtype: float64, 58771: const     0.003562
vwretd    1.012039
SMB       0.007387
HML       0.004527
dtype: float64, 58772: const     0.002789
vwretd    1.005018
SMB       0.008564
HML       0.013752
dtype: float64, 58798: const     0.008971
vwretd    1.612130
SMB       0.002485
HML       0.007242
dtype: float64, 58799: const    -0.005970
vwretd    1.158793
SMB       0.002999
HML      -0.006011
dtype: float64, 58800: const    -0.004078
vwretd    1.054430
SMB       0.013992
HML       0.006399
dtype: float64, 58801: const    -0.016619
vwretd    1.327925
SMB       0.012211
HML       0.005281
dtype: float64, 58819: const     0.006013
vwretd    0.455000
SMB      -0.001987
HML       0.003471
dtype: float64, 58820: const     0.011486
vwretd    0.234909
SMB       0.005153
HML       0.007512
dtype: float64, 58827: const    -0.004635
vwretd    1.347037
SMB      -0.002551
HML       0.005825
dtype: float64, 58828: const    -0.017066
vwretd    0.837637
SMB       0.003520
HML       0.007954
dtype: float64, 58835: const     0.010303
vwretd    0.711915
SMB       0.005100
HML       0.005769
dtype: float64, 58836: const     0.012309
vwretd    0.479031
SMB       0.016235
HML      -0.000973
dtype: float64, 58843: const     0.004833
vwretd    1.080724
SMB       0.004381
HML       0.002673
dtype: float64, 58844: const     0.022630
vwretd    0.212837
SMB       0.016293
HML      -0.015047
dtype: float64, 58851: const     0.001027
vwretd    1.215709
SMB       0.006686
HML       0.000285
dtype: float64, 58852: const    -0.008328
vwretd    1.483329
SMB       0.006748
HML       0.010887
dtype: float64, 58878: const     0.001306
vwretd    0.963392
SMB      -0.000046
HML       0.008817
dtype: float64, 58879: const    -0.007907
vwretd    0.557121
SMB       0.012086
HML      -0.000509
dtype: float64, 58886: const     0.005870
vwretd    0.873026
SMB       0.006047
HML       0.006258
dtype: float64, 58894: const    -0.010214
vwretd    0.890488
SMB       0.010928
HML      -0.000996
dtype: float64, 58895: const    -0.009686
vwretd    0.302543
SMB      -0.016551
HML      -0.022592
dtype: float64, 58907: const     0.009016
vwretd    0.812694
SMB       0.002236
HML       0.002941
dtype: float64, 58915: const     0.007069
vwretd    1.127479
SMB       0.009469
HML      -0.000177
dtype: float64, 58916: const     0.042183
vwretd    1.930824
SMB      -0.000626
HML      -0.006793
dtype: float64, 58923: const     0.041619
vwretd    1.702421
SMB       0.001666
HML      -0.005233
dtype: float64, 58924: const    -0.087439
vwretd   -0.498427
SMB      -0.004616
HML       0.018231
dtype: float64, 58931: const    -0.013370
vwretd    1.377512
SMB       0.010673
HML       0.006776
dtype: float64, 58932: const     0.085531
vwretd    1.502731
SMB      -0.001794
HML      -0.004863
dtype: float64, 58958: const     0.003554
vwretd    0.188335
SMB       0.021414
HML      -0.010673
dtype: float64, 58959: const     0.006221
vwretd    1.940627
SMB      -0.002418
HML       0.007707
dtype: float64, 58966: const     0.081757
vwretd    3.650760
SMB      -0.035651
HML       0.008666
dtype: float64, 58967: const     0.051571
vwretd   -0.925704
SMB       0.036854
HML       0.002372
dtype: float64, 58974: const     0.008401
vwretd   -0.271746
SMB       0.006157
HML      -0.000039
dtype: float64, 58975: const    -0.003436
vwretd    1.619011
SMB       0.007989
HML       0.009445
dtype: float64, 58982: const     0.012510
vwretd    0.777885
SMB       0.002884
HML       0.001736
dtype: float64, 58983: const    -0.039327
vwretd    1.605728
SMB       0.029061
HML       0.009657
dtype: float64, 58990: const    -0.002477
vwretd    1.204981
SMB       0.001697
HML       0.003290
dtype: float64, 59002: const    -0.011906
vwretd    1.745384
SMB       0.004879
HML      -0.003894
dtype: float64, 59010: const     0.004192
vwretd    1.483555
SMB       0.004400
HML       0.002083
dtype: float64, 59011: const    -0.026643
vwretd    0.920304
SMB       0.009765
HML       0.004171
dtype: float64, 59029: const    -0.004853
vwretd    0.999036
SMB       0.020261
HML       0.002959
dtype: float64, 59030: const    -0.043269
vwretd    0.779266
SMB      -0.009795
HML       0.002559
dtype: float64, 59037: const    -0.062214
vwretd    0.961878
SMB       0.007203
HML       0.007593
dtype: float64, 59038: const     0.017749
vwretd    1.601052
SMB       0.000421
HML       0.011665
dtype: float64, 59045: const     0.000425
vwretd    1.137050
SMB       0.004406
HML       0.005542
dtype: float64, 59053: const    -0.004105
vwretd    1.089527
SMB       0.006664
HML       0.001501
dtype: float64, 59061: const     0.006786
vwretd    0.873637
SMB       0.011938
HML      -0.005294
dtype: float64, 59062: const    -0.001643
vwretd    1.609162
SMB       0.019056
HML       0.013637
dtype: float64, 59088: const     0.047146
vwretd    0.396611
SMB       0.015009
HML      -0.023569
dtype: float64, 59089: const    -0.005997
vwretd    1.647131
SMB      -0.000840
HML       0.002539
dtype: float64, 59096: const     0.004496
vwretd    0.783672
SMB       0.014060
HML      -0.003103
dtype: float64, 59097: const     0.008160
vwretd    1.128727
SMB       0.008567
HML       0.000594
dtype: float64, 59109: const    -0.025230
vwretd    1.425045
SMB       0.004065
HML       0.006074
dtype: float64, 59110: const    -0.003255
vwretd    0.632995
SMB       0.005721
HML       0.004398
dtype: float64, 59117: const    -0.002422
vwretd    0.961231
SMB       0.004137
HML       0.003347
dtype: float64, 59118: const     0.012681
vwretd    0.421059
SMB       0.009791
HML       0.000813
dtype: float64, 59125: const     0.005106
vwretd    1.080028
SMB       0.009786
HML       0.000671
dtype: float64, 59126: const     0.003378
vwretd    0.860119
SMB       0.000519
HML       0.002919
dtype: float64, 59134: const     0.013986
vwretd    0.549246
SMB      -0.001229
HML       0.002442
dtype: float64, 59141: const     0.008021
vwretd    0.869296
SMB       0.011199
HML      -0.000519
dtype: float64, 59142: const    -0.005702
vwretd    0.268863
SMB       0.018624
HML       0.000156
dtype: float64, 59168: const    -0.014992
vwretd    0.991255
SMB       0.013787
HML       0.004994
dtype: float64, 59169: const     0.051236
vwretd    0.413688
SMB       0.037844
HML       0.049712
dtype: float64, 59176: const    -0.002216
vwretd    1.435200
SMB      -0.002950
HML       0.004398
dtype: float64, 59177: const    -0.038740
vwretd    3.787862
SMB      -0.022272
HML       0.006516
dtype: float64, 59184: const     0.006912
vwretd    0.674786
SMB      -0.003018
HML       0.000485
dtype: float64, 59185: const     0.005940
vwretd    0.560108
SMB       0.003116
HML       0.001496
dtype: float64, 59192: const     0.005892
vwretd    0.784123
SMB      -0.004871
HML       0.002521
dtype: float64, 59193: const    -0.023390
vwretd    0.940490
SMB       0.007929
HML       0.011795
dtype: float64, 59205: const    -0.002344
vwretd    1.412833
SMB       0.004882
HML       0.007839
dtype: float64, 59206: const    -0.052024
vwretd    0.914894
SMB       0.018376
HML       0.006275
dtype: float64, 59213: const    -0.008878
vwretd    1.227879
SMB       0.011311
HML       0.006262
dtype: float64, 59214: const    -0.088781
vwretd    2.040937
SMB       0.002516
HML       0.029025
dtype: float64, 59221: const     0.006669
vwretd    1.173555
SMB      -0.004402
HML      -0.001030
dtype: float64, 59222: const     0.001274
vwretd    0.390107
SMB       0.006342
HML       0.006526
dtype: float64, 59248: const    -0.000196
vwretd    0.752432
SMB      -0.000913
HML       0.003325
dtype: float64, 59249: const    -0.059193
vwretd    0.827001
SMB       0.007085
HML       0.003440
dtype: float64, 59256: const     0.002769
vwretd    0.746319
SMB       0.005244
HML       0.001019
dtype: float64, 59264: const     0.006343
vwretd    0.717801
SMB       0.004427
HML       0.001901
dtype: float64, 59265: const    -0.076365
vwretd   -0.330909
SMB      -0.036144
HML      -0.027499
dtype: float64, 59272: const    -0.030210
vwretd    1.316930
SMB       0.002265
HML       0.011816
dtype: float64, 59273: const    -0.064390
vwretd    0.636132
SMB       0.028888
HML       0.003310
dtype: float64, 59280: const     0.003850
vwretd    2.236615
SMB       0.038119
HML       0.020973
dtype: float64, 59281: const     0.037612
vwretd    0.290319
SMB       0.014709
HML      -0.014994
dtype: float64, 59300: const     0.005232
vwretd    0.573449
SMB       0.003552
HML       0.004788
dtype: float64, 59301: const     0.013522
vwretd    0.555448
SMB       0.003615
HML       0.000689
dtype: float64, 59328: const     0.007073
vwretd    1.374735
SMB       0.000998
HML      -0.005682
dtype: float64, 59336: const     0.008877
vwretd    1.217562
SMB       0.019900
HML      -0.007554
dtype: float64, 59337: const    -0.008919
vwretd    0.157340
SMB       0.005036
HML       0.006494
dtype: float64, 59344: const     0.003489
vwretd    0.594138
SMB       0.000009
HML       0.002270
dtype: float64, 59345: const     0.002979
vwretd    0.913859
SMB      -0.003193
HML       0.008409
dtype: float64, 59352: const     0.001872
vwretd    1.206881
SMB      -0.001220
HML      -0.002293
dtype: float64, 59360: const     0.012038
vwretd    1.080929
SMB       0.009992
HML      -0.000981
dtype: float64, 59379: const    -0.001539
vwretd    1.172228
SMB      -0.001468
HML       0.004746
dtype: float64, 59380: const     0.006900
vwretd    0.708393
SMB       0.001391
HML       0.000579
dtype: float64, 59387: const     0.006472
vwretd    0.377639
SMB       0.016532
HML      -0.000629
dtype: float64, 59395: const     0.004665
vwretd    0.588917
SMB       0.001107
HML       0.006598
dtype: float64, 59396: const     0.003098
vwretd    0.956872
SMB       0.001501
HML       0.006651
dtype: float64, 59408: const    -0.006144
vwretd    1.587596
SMB      -0.001026
HML       0.011005
dtype: float64, 59409: const    -0.009108
vwretd    0.814882
SMB       0.013521
HML       0.010124
dtype: float64, 59416: const    -0.004345
vwretd    1.259027
SMB      -0.001996
HML       0.003566
dtype: float64, 59417: const    -0.027984
vwretd    1.735140
SMB       0.004999
HML       0.020659
dtype: float64, 59424: const     0.004987
vwretd    0.537179
SMB       0.004263
HML      -0.004942
dtype: float64, 59425: const     0.007629
vwretd    0.337504
SMB       0.011526
HML       0.005527
dtype: float64, 59432: const    -0.000672
vwretd    0.996349
SMB       0.002642
HML      -0.001916
dtype: float64, 59440: const     0.004119
vwretd    0.847478
SMB      -0.005152
HML       0.003748
dtype: float64, 59441: const     0.025025
vwretd    2.231924
SMB      -0.008799
HML       0.011293
dtype: float64, 59459: const     0.003375
vwretd    0.898669
SMB      -0.005603
HML       0.003187
dtype: float64, 59460: const    -0.011129
vwretd    0.775535
SMB       0.010116
HML       0.004304
dtype: float64, 59467: const    -0.011752
vwretd    1.194565
SMB       0.003722
HML       0.009167
dtype: float64, 59468: const     0.009670
vwretd    0.558980
SMB       0.000505
HML       0.001605
dtype: float64, 59475: const     0.001320
vwretd    0.633139
SMB       0.001858
HML       0.003287
dtype: float64, 59483: const    -0.012832
vwretd    1.646501
SMB       0.004920
HML       0.008158
dtype: float64, 59484: const    -0.003683
vwretd    2.128077
SMB       0.020030
HML      -0.013028
dtype: float64, 59491: const     0.014525
vwretd    1.312185
SMB       0.008429
HML      -0.010004
dtype: float64, 59504: const     0.008131
vwretd    0.697665
SMB      -0.003667
HML       0.002561
dtype: float64, 59505: const      -2.329873
vwretd   -220.242701
SMB         3.287260
HML         2.096773
dtype: float64, 59512: const     0.002548
vwretd    0.347418
SMB       0.003552
HML       0.001815
dtype: float64, 59513: const     0.101437
vwretd    2.042395
SMB       0.052875
HML      -0.045823
dtype: float64, 59520: const     0.011298
vwretd    1.169068
SMB       0.000014
HML       0.002863
dtype: float64, 59521: const    -0.071870
vwretd    0.192509
SMB       0.015899
HML       0.002241
dtype: float64, 59539: const    -0.011226
vwretd    1.895805
SMB       0.016853
HML       0.022693
dtype: float64, 59540: const     0.004247
vwretd    0.478528
SMB       0.020992
HML       0.003874
dtype: float64, 59547: const     0.006584
vwretd    1.088894
SMB       0.012031
HML       0.004606
dtype: float64, 59548: const    -0.088163
vwretd    2.358654
SMB       0.017176
HML      -0.014181
dtype: float64, 59555: const     0.001911
vwretd    0.713712
SMB       0.001198
HML       0.002510
dtype: float64, 59556: const     0.014248
vwretd    0.538467
SMB       0.011133
HML      -0.043558
dtype: float64, 59563: const     0.013704
vwretd    1.209840
SMB       0.006249
HML       0.004388
dtype: float64, 59564: const    -0.008178
vwretd    1.237055
SMB       0.013432
HML       0.016520
dtype: float64, 59571: const     0.006439
vwretd    0.813928
SMB       0.010332
HML       0.007703
dtype: float64, 59572: const     -0.345664
vwretd   -25.078718
SMB        0.414800
HML        0.234664
dtype: float64, 59598: const     0.023966
vwretd    2.071178
SMB       0.002247
HML      -0.007062
dtype: float64, 59599: const    -0.505275
vwretd    2.897743
SMB       0.393526
HML       0.042688
dtype: float64, 59600: const    -0.001387
vwretd    0.988986
SMB       0.006600
HML       0.007786
dtype: float64, 59601: const     0.012577
vwretd    0.913787
SMB       0.017494
HML      -0.012264
dtype: float64, 59619: const     0.003890
vwretd    0.774147
SMB       0.002658
HML       0.004008
dtype: float64, 59620: const    -0.043031
vwretd    1.372418
SMB       0.014472
HML       0.019443
dtype: float64, 59627: const     0.002938
vwretd    0.746940
SMB       0.009462
HML       0.004063
dtype: float64, 59628: const     0.001934
vwretd    0.878598
SMB       0.003516
HML       0.007789
dtype: float64, 59635: const     0.039035
vwretd    0.737793
SMB       0.010144
HML      -0.027862
dtype: float64, 59636: const     0.028568
vwretd   -1.480440
SMB       0.141256
HML       0.018267
dtype: float64, 59643: const     0.002233
vwretd    0.806851
SMB       0.004478
HML       0.005301
dtype: float64, 59644: const    -0.010265
vwretd    0.446425
SMB       0.013663
HML      -0.000239
dtype: float64, 59651: const     0.004367
vwretd    1.319609
SMB       0.005588
HML       0.006515
dtype: float64, 59652: const    -0.008388
vwretd    1.032608
SMB       0.015941
HML       0.003452
dtype: float64, 59678: const     0.003343
vwretd    1.366211
SMB       0.005141
HML       0.008199
dtype: float64, 59679: const    -0.048399
vwretd   -0.847284
SMB       0.021340
HML       0.014211
dtype: float64, 59686: const    -0.001843
vwretd    0.867909
SMB      -0.001208
HML      -0.001141
dtype: float64, 59694: const     0.010431
vwretd    0.734046
SMB       0.022044
HML      -0.005031
dtype: float64, 59695: const    -0.034504
vwretd    1.787103
SMB       0.019986
HML      -0.016570
dtype: float64, 59707: const    -0.003285
vwretd    1.395428
SMB       0.015913
HML       0.004141
dtype: float64, 59715: const     0.022122
vwretd    1.399232
SMB       0.008566
HML       0.008329
dtype: float64, 59723: const    -0.021107
vwretd    0.297371
SMB       0.036732
HML      -0.004857
dtype: float64, 59724: const    -0.036636
vwretd    0.594583
SMB       0.013262
HML       0.018356
dtype: float64, 59731: const     0.020132
vwretd    0.495409
SMB       0.014502
HML      -0.006415
dtype: float64, 59758: const    -0.000632
vwretd    1.252464
SMB       0.002613
HML       0.010224
dtype: float64, 59766: const     0.002463
vwretd    0.322934
SMB       0.014270
HML      -0.000327
dtype: float64, 59767: const     0.010593
vwretd    1.275779
SMB       0.012927
HML      -0.003141
dtype: float64, 59774: const     0.002264
vwretd    1.138066
SMB       0.008584
HML       0.007984
dtype: float64, 59775: const     0.008346
vwretd    0.940078
SMB       0.016791
HML      -0.001237
dtype: float64, 59782: const    -0.030387
vwretd    1.930524
SMB       0.009973
HML       0.018111
dtype: float64, 59783: const      1.242596
vwretd    98.530717
SMB       -1.471019
HML       -0.970759
dtype: float64, 59790: const    -0.013055
vwretd    1.140275
SMB       0.012532
HML       0.009985
dtype: float64, 59803: const     0.003817
vwretd    0.817926
SMB       0.016779
HML      -0.009948
dtype: float64, 59804: const     0.001329
vwretd    1.952727
SMB       0.026079
HML       0.049855
dtype: float64, 59811: const     0.011653
vwretd    1.547017
SMB       0.003143
HML      -0.003962
dtype: float64, 59838: const     0.000372
vwretd    2.306669
SMB       0.009163
HML       0.005883
dtype: float64, 59839: const    -0.021437
vwretd    0.840697
SMB       0.010641
HML       0.013158
dtype: float64, 59846: const     0.003719
vwretd    0.152213
SMB       0.013362
HML      -0.013971
dtype: float64, 59847: const    -0.046857
vwretd    0.960889
SMB       0.029772
HML       0.002547
dtype: float64, 59854: const    -0.001877
vwretd    1.391805
SMB       0.020238
HML       0.012640
dtype: float64, 59855: const    -0.162181
vwretd   -1.791171
SMB       0.038791
HML       0.003185
dtype: float64, 59862: const    -0.010519
vwretd    0.546239
SMB       0.022014
HML      -0.010855
dtype: float64, 59863: const    -0.012284
vwretd    1.128789
SMB       0.008681
HML       0.001546
dtype: float64, 59870: const     0.004495
vwretd    0.981231
SMB       0.013322
HML       0.000723
dtype: float64, 59871: const     0.011532
vwretd    0.821109
SMB       0.020778
HML      -0.006135
dtype: float64, 59889: const     0.004643
vwretd    2.148408
SMB       0.004678
HML       0.008266
dtype: float64, 59890: const     0.026147
vwretd   -0.006869
SMB       0.028613
HML       0.002633
dtype: float64, 59897: const     0.000163
vwretd    1.180823
SMB       0.009631
HML       0.004796
dtype: float64, 59898: const     0.012349
vwretd    1.138913
SMB       0.011930
HML      -0.002731
dtype: float64, 59918: const    -0.006668
vwretd    1.503167
SMB       0.011169
HML       0.013709
dtype: float64, 59919: const     0.007877
vwretd    0.573499
SMB       0.007431
HML       0.000840
dtype: float64, 59926: const     0.017411
vwretd    0.966352
SMB       0.006763
HML      -0.003623
dtype: float64, 59927: const    -0.025278
vwretd    0.478604
SMB       0.007026
HML      -0.002428
dtype: float64, 59934: const     0.020878
vwretd    0.290216
SMB       0.005897
HML       0.002043
dtype: float64, 59935: const    -0.013300
vwretd    0.700757
SMB      -0.003737
HML       0.013150
dtype: float64, 59942: const    -0.004234
vwretd    1.423467
SMB       0.007059
HML       0.000776
dtype: float64, 59943: const    -0.119418
vwretd    1.435099
SMB       0.042401
HML       0.011415
dtype: float64, 59950: const    -0.028834
vwretd    1.014308
SMB       0.014323
HML       0.006188
dtype: float64, 59969: const    -0.010491
vwretd    1.933243
SMB       0.000705
HML       0.014764
dtype: float64, 59970: const     0.060601
vwretd    0.232626
SMB      -0.025466
HML       0.000141
dtype: float64, 59977: const     0.007491
vwretd    1.028732
SMB       0.012229
HML       0.012450
dtype: float64, 59978: const     0.021109
vwretd    1.026059
SMB       0.014882
HML      -0.014417
dtype: float64, 59985: const     0.006529
vwretd    1.360890
SMB       0.006286
HML       0.003028
dtype: float64, 59994: const    -0.004349
vwretd    1.220709
SMB       0.010533
HML       0.000278
dtype: float64, 60003: const     0.013291
vwretd    0.723666
SMB       0.007921
HML      -0.003201
dtype: float64, 60004: const     0.054473
vwretd    1.759633
SMB       0.021708
HML      -0.009759
dtype: float64, 60011: const     0.001084
vwretd    1.483373
SMB      -0.000435
HML       0.006162
dtype: float64, 60012: const    -0.028400
vwretd    0.627818
SMB       0.032212
HML      -0.017187
dtype: float64, 60038: const     0.002700
vwretd    0.669510
SMB       0.006143
HML       0.000764
dtype: float64, 60039: const    -0.133140
vwretd    1.299980
SMB       0.014311
HML       0.011949
dtype: float64, 60046: const    -0.000249
vwretd    1.350839
SMB       0.008645
HML      -0.008824
dtype: float64, 60047: const    -1.306958
vwretd   -0.574357
SMB      -0.601400
HML      -0.491217
dtype: float64, 60054: const     0.014944
vwretd    1.078542
SMB       0.003772
HML      -0.005298
dtype: float64, 60055: const    -0.003118
vwretd    1.040938
SMB       0.004463
HML       0.007498
dtype: float64, 60062: const     0.010960
vwretd    0.687037
SMB       0.009303
HML      -0.000945
dtype: float64, 60063: const     0.005907
vwretd    0.986055
SMB       0.005697
HML       0.002615
dtype: float64, 60070: const    -0.017824
vwretd    1.593932
SMB       0.014953
HML       0.003447
dtype: float64, 60071: const    -0.017324
vwretd    0.833239
SMB       0.034442
HML      -0.002568
dtype: float64, 60089: const     0.021991
vwretd    1.597969
SMB       0.001893
HML      -0.012989
dtype: float64, 60090: const    -0.005294
vwretd    1.379535
SMB       0.011169
HML      -0.008061
dtype: float64, 60097: const     0.006074
vwretd    0.841053
SMB       0.000362
HML      -0.001627
dtype: float64, 60098: const     0.004738
vwretd    0.518289
SMB       0.001388
HML       0.004249
dtype: float64, 60118: const    -0.004946
vwretd    1.202280
SMB       0.019979
HML       0.005099
dtype: float64, 60119: const    -0.002825
vwretd   -0.274101
SMB       0.017285
HML      -0.000076
dtype: float64, 60126: const     0.005566
vwretd    1.031317
SMB       0.007712
HML       0.025915
dtype: float64, 60127: const    -0.008985
vwretd    0.562171
SMB       0.007749
HML       0.002700
dtype: float64, 60134: const    -0.017962
vwretd    1.028576
SMB      -0.003004
HML       0.004966
dtype: float64, 60135: const    -0.041444
vwretd    1.584510
SMB      -0.001838
HML      -0.011499
dtype: float64, 60142: const    -0.003244
vwretd    1.142106
SMB       0.012288
HML       0.002869
dtype: float64, 60143: const    -0.008979
vwretd    0.554211
SMB       0.011158
HML       0.003299
dtype: float64, 60150: const     0.009997
vwretd    0.325421
SMB       0.013790
HML       0.005273
dtype: float64, 60169: const     0.006087
vwretd    0.499102
SMB       0.000425
HML       0.001897
dtype: float64, 60170: const     0.032685
vwretd    0.705987
SMB      -0.008222
HML       0.002760
dtype: float64, 60177: const    -0.003795
vwretd    1.553876
SMB       0.009954
HML      -0.000644
dtype: float64, 60178: const    -0.150025
vwretd    2.016630
SMB       0.055507
HML       0.045860
dtype: float64, 60185: const     0.069272
vwretd    6.310256
SMB      -0.119138
HML       0.060138
dtype: float64, 60186: const     0.010137
vwretd    0.610618
SMB       0.004982
HML      -0.002701
dtype: float64, 60193: const     0.002409
vwretd    1.087231
SMB       0.014035
HML       0.003466
dtype: float64, 60194: const     0.012181
vwretd   -0.963274
SMB       0.045979
HML      -0.000692
dtype: float64, 60206: const    -0.001672
vwretd    1.151619
SMB       0.000579
HML       0.005342
dtype: float64, 60207: const    -0.020494
vwretd    1.501614
SMB      -0.009510
HML      -0.012870
dtype: float64, 60214: const     0.005294
vwretd    0.978989
SMB       0.005541
HML       0.002841
dtype: float64, 60215: const    -0.013128
vwretd    0.906147
SMB       0.015061
HML       0.032152
dtype: float64, 60222: const    -0.002337
vwretd    0.753339
SMB       0.007709
HML      -0.000020
dtype: float64, 60223: const     0.028212
vwretd    0.965541
SMB       0.001382
HML       0.003348
dtype: float64, 60230: const    -0.006826
vwretd    0.707387
SMB       0.010493
HML       0.000566
dtype: float64, 60231: const    -0.020798
vwretd    1.483121
SMB       0.011427
HML       0.008305
dtype: float64, 60249: const    -0.016105
vwretd    3.036272
SMB      -0.010025
HML       0.015604
dtype: float64, 60257: const     0.022723
vwretd    0.793083
SMB       0.002413
HML      -0.004284
dtype: float64, 60258: const    -0.027363
vwretd    0.244494
SMB       0.016117
HML      -0.001389
dtype: float64, 60265: const     0.016539
vwretd    0.672816
SMB      -0.000693
HML       0.008250
dtype: float64, 60266: const     0.042043
vwretd   -0.183360
SMB       0.027367
HML      -0.005147
dtype: float64, 60273: const    -0.002281
vwretd    0.806092
SMB       0.011337
HML       0.009660
dtype: float64, 60274: const     0.004833
vwretd   -1.057185
SMB       0.011080
HML      -0.020604
dtype: float64, 60281: const     0.018921
vwretd    1.746691
SMB       0.006362
HML       0.000105
dtype: float64, 60302: const     0.004031
vwretd    0.293175
SMB       0.006858
HML       0.006015
dtype: float64, 60303: const    -0.187157
vwretd    2.460985
SMB       0.041687
HML       0.024766
dtype: float64, 60310: const     0.015636
vwretd    0.982693
SMB       0.012289
HML      -0.005732
dtype: float64, 60311: const    -0.044890
vwretd    0.936351
SMB       0.020754
HML       0.010486
dtype: float64, 60329: const    -0.058682
vwretd    1.143353
SMB       0.027553
HML       0.007702
dtype: float64, 60330: const     0.055464
vwretd   -0.325717
SMB       0.010726
HML      -0.006951
dtype: float64, 60337: const    -0.000202
vwretd    1.780784
SMB       0.020869
HML       0.002879
dtype: float64, 60338: const     0.027882
vwretd    0.679959
SMB       0.006774
HML      -0.010626
dtype: float64, 60345: const    -0.017044
vwretd    1.378148
SMB       0.016167
HML       0.005871
dtype: float64, 60346: const     0.001373
vwretd    1.146180
SMB       0.011648
HML      -0.003085
dtype: float64, 60353: const    -0.003968
vwretd    1.046195
SMB       0.009890
HML       0.008100
dtype: float64, 60354: const     0.012701
vwretd    1.932443
SMB       0.014456
HML       0.006110
dtype: float64, 60361: const     0.003507
vwretd    0.274893
SMB       0.018188
HML       0.001048
dtype: float64, 60388: const    -0.009925
vwretd    1.370233
SMB       0.026306
HML       0.006273
dtype: float64, 60389: const    -0.233107
vwretd   -1.048569
SMB      -0.112030
HML      -0.082551
dtype: float64, 60396: const    -0.020432
vwretd    1.635841
SMB       0.008437
HML       0.006168
dtype: float64, 60397: const     0.007762
vwretd    2.404761
SMB      -0.009402
HML       0.001252
dtype: float64, 60409: const    -0.018529
vwretd    1.199674
SMB       0.023897
HML      -0.000322
dtype: float64, 60410: const     0.001162
vwretd    0.184322
SMB       0.023443
HML      -0.003814
dtype: float64, 60417: const    -0.013632
vwretd    0.801615
SMB       0.016548
HML       0.001065
dtype: float64, 60418: const    -0.041698
vwretd    1.671950
SMB      -0.009483
HML       0.004705
dtype: float64, 60425: const     0.001506
vwretd    1.108029
SMB       0.014299
HML      -0.002480
dtype: float64, 60426: const    -0.076975
vwretd    3.914300
SMB       0.227101
HML      -0.038348
dtype: float64, 60433: const     0.001414
vwretd    0.423638
SMB       0.021301
HML      -0.011521
dtype: float64, 60441: const     0.000861
vwretd    1.417202
SMB       0.007000
HML       0.003196
dtype: float64, 60442: const    -0.000185
vwretd    1.125596
SMB      -0.000919
HML       0.008984
dtype: float64, 60468: const     0.003630
vwretd    1.108475
SMB       0.008270
HML       0.005056
dtype: float64, 60476: const    -0.004320
vwretd    1.105581
SMB       0.013414
HML       0.004276
dtype: float64, 60477: const     0.051363
vwretd    0.069134
SMB       0.023622
HML      -0.016678
dtype: float64, 60484: const    -0.002256
vwretd    1.049843
SMB       0.007307
HML       0.004617
dtype: float64, 60485: const     0.022229
vwretd    0.115411
SMB       0.008637
HML      -0.009503
dtype: float64, 60492: const     0.000639
vwretd    1.081912
SMB       0.010523
HML       0.007253
dtype: float64, 60505: const     0.027563
vwretd    0.613500
SMB       0.009420
HML      -0.004465
dtype: float64, 60506: const     0.002925
vwretd    1.087045
SMB       0.005094
HML       0.004729
dtype: float64, 60513: const    -0.031890
vwretd    1.319162
SMB       0.014922
HML      -0.006774
dtype: float64, 60514: const     0.049928
vwretd   -0.583098
SMB       0.035498
HML      -0.016324
dtype: float64, 60521: const     0.008392
vwretd    1.107456
SMB       0.009201
HML      -0.003580
dtype: float64, 60522: const     0.003291
vwretd    0.783352
SMB       0.019295
HML       0.005904
dtype: float64, 60548: const     0.004871
vwretd    0.738102
SMB       0.007882
HML       0.004076
dtype: float64, 60549: const    -0.025584
vwretd    0.326225
SMB       0.024674
HML       0.005600
dtype: float64, 60556: const     0.019867
vwretd    1.163319
SMB       0.003334
HML       0.002980
dtype: float64, 60557: const    -0.017703
vwretd    1.189444
SMB       0.010949
HML       0.001485
dtype: float64, 60564: const    -0.002190
vwretd    1.335576
SMB       0.014276
HML       0.012704
dtype: float64, 60565: const    -0.002893
vwretd    0.565379
SMB       0.001615
HML       0.004335
dtype: float64, 60572: const     0.032456
vwretd    1.145804
SMB       0.017237
HML      -0.011166
dtype: float64, 60573: const    -0.001726
vwretd   -0.018197
SMB       0.006415
HML      -0.003173
dtype: float64, 60580: const     0.004990
vwretd    0.942667
SMB       0.005872
HML       0.002009
dtype: float64, 60581: const     0.004601
vwretd    1.253664
SMB       0.004762
HML      -0.007073
dtype: float64, 60599: const     0.000921
vwretd    0.978263
SMB      -0.001020
HML       0.001897
dtype: float64, 60600: const     0.002758
vwretd    1.052902
SMB       0.015484
HML       0.000327
dtype: float64, 60601: const     0.003209
vwretd    0.980465
SMB       0.014994
HML       0.012666
dtype: float64, 60602: const    -0.024433
vwretd    0.707606
SMB       0.014537
HML       0.003429
dtype: float64, 60628: const     0.002644
vwretd    1.060356
SMB       0.001129
HML       0.001805
dtype: float64, 60629: const    -0.030159
vwretd   -0.015568
SMB      -0.018100
HML      -0.028231
dtype: float64, 60636: const     0.007010
vwretd    1.215226
SMB       0.007180
HML       0.001752
dtype: float64, 60644: const     0.039530
vwretd    0.848240
SMB       0.005929
HML      -0.006881
dtype: float64, 60652: const     0.029350
vwretd    2.031620
SMB      -0.001539
HML      -0.002434
dtype: float64, 60660: const    -0.002363
vwretd    1.316399
SMB       0.006335
HML       0.009056
dtype: float64, 60661: const     0.032675
vwretd   -0.411026
SMB      -0.007501
HML      -0.017105
dtype: float64, 60679: const    -0.001171
vwretd    1.328169
SMB       0.006476
HML       0.001338
dtype: float64, 60680: const    -0.006502
vwretd    0.945005
SMB       0.003867
HML       0.009725
dtype: float64, 60687: const     0.001210
vwretd    1.033512
SMB      -0.000272
HML       0.004537
dtype: float64, 60688: const     0.007557
vwretd    1.368929
SMB       0.014274
HML       0.009346
dtype: float64, 60695: const     0.000493
vwretd    1.199594
SMB       0.000037
HML       0.002512
dtype: float64, 60696: const    -0.000539
vwretd    0.843938
SMB       0.003193
HML       0.003384
dtype: float64, 60708: const     0.010041
vwretd    0.854411
SMB       0.017469
HML       0.002403
dtype: float64, 60709: const    -0.002294
vwretd    0.732690
SMB       0.010100
HML      -0.003382
dtype: float64, 60716: const    -0.005271
vwretd    1.269336
SMB       0.013837
HML      -0.000974
dtype: float64, 60717: const    -0.012102
vwretd    0.050118
SMB       0.001647
HML       0.002900
dtype: float64, 60724: const     0.035692
vwretd    1.115178
SMB      -0.001578
HML      -0.007241
dtype: float64, 60725: const    -0.027729
vwretd    2.348424
SMB       0.005310
HML       0.011157
dtype: float64, 60732: const    -0.006900
vwretd    0.878789
SMB       0.008155
HML      -0.005691
dtype: float64, 60733: const    -0.016200
vwretd    0.836877
SMB       0.012226
HML       0.012725
dtype: float64, 60740: const     0.014904
vwretd    0.000181
SMB       0.007258
HML      -0.002006
dtype: float64, 60741: const       1.400614
vwretd    140.637308
SMB        -2.062714
HML        -1.309125
dtype: float64, 60759: const     0.008540
vwretd    0.843340
SMB       0.000299
HML       0.008908
dtype: float64, 60768: const    -0.000011
vwretd    1.300540
SMB       0.020002
HML       0.006673
dtype: float64, 60776: const    -0.005440
vwretd    0.715054
SMB       0.011399
HML       0.010497
dtype: float64, 60783: const    -0.002762
vwretd    1.354240
SMB       0.013616
HML       0.007980
dtype: float64, 60784: const    -0.006334
vwretd    1.066574
SMB       0.010415
HML       0.009151
dtype: float64, 60791: const     0.001929
vwretd    0.824665
SMB       0.024431
HML      -0.000525
dtype: float64, 60792: const     0.005096
vwretd    0.631253
SMB       0.008533
HML      -0.000379
dtype: float64, 60804: const     0.008183
vwretd    0.560180
SMB       0.003631
HML       0.001139
dtype: float64, 60812: const     0.020215
vwretd    1.273291
SMB      -0.005728
HML       0.012101
dtype: float64, 60813: const     0.023160
vwretd    0.781536
SMB       0.003119
HML       0.010462
dtype: float64, 60820: const     0.010654
vwretd    0.836524
SMB       0.007989
HML       0.006490
dtype: float64, 60821: const    -0.002277
vwretd    0.851482
SMB       0.003653
HML       0.007762
dtype: float64, 60839: const    -0.004182
vwretd    1.405798
SMB       0.001596
HML       0.009563
dtype: float64, 60840: const    -0.064416
vwretd   -0.325372
SMB       0.038985
HML       0.028216
dtype: float64, 60847: const    -0.000998
vwretd    1.062149
SMB       0.008942
HML       0.005497
dtype: float64, 60855: const     0.003183
vwretd    0.876130
SMB       0.012774
HML       0.004052
dtype: float64, 60856: const     0.016833
vwretd    1.246585
SMB       0.007547
HML      -0.013001
dtype: float64, 60863: const     0.003986
vwretd    1.550049
SMB       0.004202
HML       0.001162
dtype: float64, 60864: const    -0.006144
vwretd    1.123087
SMB       0.005046
HML       0.011311
dtype: float64, 60871: const     0.007770
vwretd    1.410774
SMB       0.007768
HML      -0.005189
dtype: float64, 60872: const     0.023305
vwretd    0.866603
SMB       0.000873
HML       0.006565
dtype: float64, 60898: const     0.005246
vwretd    0.434296
SMB       0.004393
HML       0.002805
dtype: float64, 60899: const    -0.001178
vwretd    0.542204
SMB       0.032152
HML      -0.000120
dtype: float64, 60900: const     0.009858
vwretd    1.361434
SMB       0.024879
HML      -0.007028
dtype: float64, 60901: const     0.007446
vwretd   -0.635714
SMB       0.019758
HML       0.046037
dtype: float64, 60919: const    -0.004992
vwretd   -0.051758
SMB       0.034589
HML      -0.027372
dtype: float64, 60920: const    -0.018033
vwretd    1.458844
SMB       0.021337
HML      -0.009676
dtype: float64, 60927: const    -0.027355
vwretd    1.492811
SMB       0.017177
HML       0.012238
dtype: float64, 60928: const     0.047486
vwretd    0.620129
SMB       0.006717
HML      -0.007775
dtype: float64, 60935: const    -0.000432
vwretd    1.247569
SMB       0.009968
HML       0.006722
dtype: float64, 60936: const     0.011626
vwretd   -0.371501
SMB       0.026390
HML      -0.014288
dtype: float64, 60943: const     0.000724
vwretd    1.164464
SMB       0.004268
HML       0.006338
dtype: float64, 60944: const     0.003477
vwretd    0.543990
SMB       0.017396
HML      -0.002076
dtype: float64, 60951: const     0.012208
vwretd    0.811716
SMB       0.018015
HML       0.000233
dtype: float64, 60952: const    -0.003738
vwretd    0.674497
SMB       0.006841
HML       0.000478
dtype: float64, 60978: const     0.001427
vwretd    0.515313
SMB       0.019754
HML       0.003472
dtype: float64, 60986: const     0.000158
vwretd    1.188031
SMB       0.002277
HML       0.004338
dtype: float64, 60987: const    -0.073678
vwretd    0.657215
SMB       0.006385
HML       0.015482
dtype: float64, 60994: const     0.012320
vwretd    1.217627
SMB       0.010141
HML      -0.016220
dtype: float64, 60995: const     0.027344
vwretd    0.810162
SMB       0.000446
HML      -0.001387
dtype: float64, 61006: const     0.005725
vwretd    0.773246
SMB       0.012424
HML       0.003771
dtype: float64, 61007: const     0.067415
vwretd    1.569390
SMB       0.004647
HML      -0.020790
dtype: float64, 61014: const    -0.008237
vwretd    1.448791
SMB       0.018928
HML       0.006718
dtype: float64, 61015: const    -0.142898
vwretd    2.211383
SMB       0.021242
HML       0.011677
dtype: float64, 61022: const     0.000973
vwretd    1.244247
SMB       0.001636
HML      -0.003843
dtype: float64, 61023: const    -0.020358
vwretd    1.030657
SMB       0.018084
HML       0.022019
dtype: float64, 61030: const     0.003055
vwretd    0.672203
SMB       0.011618
HML       0.003287
dtype: float64, 61031: const     0.015505
vwretd    2.092986
SMB       0.024863
HML       0.009105
dtype: float64, 61049: const     0.009688
vwretd    1.112890
SMB       0.006128
HML      -0.000370
dtype: float64, 61050: const     0.002492
vwretd   -0.250243
SMB       0.011990
HML      -0.000226
dtype: float64, 61057: const     0.016628
vwretd    0.364328
SMB       0.013071
HML       0.001878
dtype: float64, 61058: const    -0.001920
vwretd    0.905498
SMB       0.007635
HML       0.003236
dtype: float64, 61065: const     0.002406
vwretd    1.292973
SMB       0.003505
HML       0.004030
dtype: float64, 61066: const     0.024229
vwretd    1.442091
SMB       0.025006
HML       0.013133
dtype: float64, 61073: const    -0.007231
vwretd    1.303965
SMB       0.003095
HML       0.007360
dtype: float64, 61081: const     0.003689
vwretd    1.280180
SMB       0.013174
HML       0.000925
dtype: float64, 61082: const     0.014894
vwretd   -1.399565
SMB       0.064828
HML      -0.032636
dtype: float64, 61102: const    -0.001307
vwretd    0.984399
SMB       0.017285
HML      -0.010464
dtype: float64, 61103: const     0.051293
vwretd   -0.166780
SMB       0.001054
HML      -0.010659
dtype: float64, 61110: const     0.016687
vwretd    0.620613
SMB       0.006341
HML      -0.004160
dtype: float64, 61111: const     0.006809
vwretd    0.475844
SMB       0.010570
HML      -0.011499
dtype: float64, 61129: const     0.030301
vwretd    0.913938
SMB       0.021136
HML      -0.009228
dtype: float64, 61137: const     0.002825
vwretd    1.452461
SMB       0.013264
HML       0.005789
dtype: float64, 61138: const     0.009970
vwretd    0.986267
SMB       0.001370
HML      -0.000811
dtype: float64, 61145: const    -0.000681
vwretd    0.674271
SMB       0.006489
HML       0.002431
dtype: float64, 61146: const     0.003405
vwretd    0.929988
SMB       0.015540
HML       0.000658
dtype: float64, 61153: const    -0.003197
vwretd    1.238721
SMB       0.025550
HML       0.001785
dtype: float64, 61161: const    -0.008529
vwretd    0.948546
SMB       0.018925
HML       0.002880
dtype: float64, 61162: const     0.010266
vwretd    0.306801
SMB       0.001202
HML       0.003420
dtype: float64, 61188: const     0.002318
vwretd    0.572148
SMB       0.001789
HML       0.005076
dtype: float64, 61189: const    -0.027636
vwretd    1.637631
SMB       0.167207
HML      -0.030734
dtype: float64, 61196: const    -0.035464
vwretd    2.168588
SMB       0.001210
HML      -0.001836
dtype: float64, 61209: const     0.004634
vwretd    0.747254
SMB       0.010285
HML      -0.000007
dtype: float64, 61210: const    -0.049222
vwretd   -0.197081
SMB       0.023650
HML       0.012562
dtype: float64, 61217: const    -0.001299
vwretd    1.382474
SMB       0.010299
HML       0.009527
dtype: float64, 61218: const     0.004503
vwretd    0.906805
SMB       0.004727
HML       0.011495
dtype: float64, 61225: const     0.012758
vwretd    1.389742
SMB      -0.006254
HML      -0.005537
dtype: float64, 61226: const    -0.012559
vwretd    0.993026
SMB       0.034318
HML       0.020576
dtype: float64, 61233: const    -0.000540
vwretd    1.646192
SMB       0.004765
HML       0.002363
dtype: float64, 61234: const     0.009744
vwretd    1.203503
SMB       0.024900
HML       0.013379
dtype: float64, 61241: const     0.004488
vwretd    2.099713
SMB       0.009019
HML      -0.000453
dtype: float64, 61242: const     0.003578
vwretd    0.627304
SMB       0.008956
HML       0.004352
dtype: float64, 61268: const     0.029112
vwretd    0.344873
SMB       0.014799
HML       0.001589
dtype: float64, 61269: const    -0.002687
vwretd    1.225331
SMB       0.010395
HML       0.008865
dtype: float64, 61276: const    -0.010514
vwretd    1.187383
SMB       0.020549
HML      -0.002725
dtype: float64, 61277: const    -0.152126
vwretd    1.898208
SMB       0.044839
HML       0.033243
dtype: float64, 61284: const    -0.006577
vwretd    1.380142
SMB       0.002555
HML       0.010299
dtype: float64, 61285: const     0.034106
vwretd    0.438950
SMB       0.007541
HML       0.002833
dtype: float64, 61292: const    -0.015336
vwretd    1.730765
SMB       0.016471
HML       0.000287
dtype: float64, 61305: const    -0.001687
vwretd    0.704321
SMB       0.013174
HML       0.000648
dtype: float64, 61313: const     0.003530
vwretd    1.001141
SMB       0.004257
HML       0.002666
dtype: float64, 61314: const     -0.833939
vwretd   -65.532014
SMB        1.042639
HML        0.627375
dtype: float64, 61321: const     0.012216
vwretd    0.506827
SMB       0.013449
HML      -0.000803
dtype: float64, 61322: const     0.001360
vwretd    0.963488
SMB       0.012434
HML      -0.002970
dtype: float64, 61348: const     0.001974
vwretd    0.732006
SMB       0.010897
HML      -0.002290
dtype: float64, 61356: const    -0.015652
vwretd    1.035812
SMB       0.004081
HML       0.006132
dtype: float64, 61357: const     0.008510
vwretd   -0.548831
SMB       0.025183
HML       0.010165
dtype: float64, 61364: const     0.015268
vwretd    0.552049
SMB       0.017278
HML      -0.001086
dtype: float64, 61365: const     0.008921
vwretd    1.097104
SMB       0.003331
HML       0.012678
dtype: float64, 61372: const    -0.013939
vwretd    0.782215
SMB       0.040934
HML       0.014847
dtype: float64, 61373: const     0.029862
vwretd    0.577462
SMB      -0.013817
HML      -0.011129
dtype: float64, 61380: const    -0.004749
vwretd    1.979542
SMB       0.004979
HML       0.004193
dtype: float64, 61399: const     0.004844
vwretd    1.205212
SMB       0.001556
HML       0.000125
dtype: float64, 61400: const    -0.005038
vwretd    0.563949
SMB       0.017793
HML       0.008460
dtype: float64, 61401: const    -0.004705
vwretd    1.230424
SMB       0.004020
HML       0.000778
dtype: float64, 61402: const      0.025343
vwretd   -18.988259
SMB        0.010927
HML       -0.593817
dtype: float64, 61428: const     0.010003
vwretd    0.537131
SMB       0.007177
HML       0.001194
dtype: float64, 61429: const     0.152096
vwretd   -1.095640
SMB       0.043411
HML      -0.090623
dtype: float64, 61436: const    -0.006093
vwretd    0.937023
SMB       0.007322
HML       0.000444
dtype: float64, 61437: const    -0.007500
vwretd    0.673506
SMB       0.024148
HML      -0.017856
dtype: float64, 61444: const     0.010952
vwretd    0.210349
SMB       0.002819
HML      -0.001127
dtype: float64, 61445: const     0.014579
vwretd    1.854242
SMB       0.003216
HML      -0.001164
dtype: float64, 61452: const    -0.072352
vwretd    1.190588
SMB       0.005084
HML      -0.001862
dtype: float64, 61453: const    -0.010264
vwretd    2.382274
SMB      -0.025780
HML      -0.052164
dtype: float64, 61460: const     0.004906
vwretd    1.052291
SMB       0.009243
HML       0.000739
dtype: float64, 61479: const    -0.002074
vwretd    1.085440
SMB       0.018688
HML      -0.003961
dtype: float64, 61487: const     0.003438
vwretd    1.017443
SMB       0.009175
HML       0.003523
dtype: float64, 61488: const     0.016373
vwretd    0.554720
SMB       0.007914
HML      -0.007411
dtype: float64, 61495: const    -0.019961
vwretd    1.004321
SMB       0.021398
HML       0.002965
dtype: float64, 61496: const     0.006206
vwretd    1.098623
SMB       0.013519
HML       0.009626
dtype: float64, 61508: const     0.008837
vwretd    0.856452
SMB       0.007813
HML      -0.001461
dtype: float64, 61509: const     0.029257
vwretd    0.463039
SMB       0.007712
HML      -0.000486
dtype: float64, 61516: const     0.008014
vwretd    0.868819
SMB       0.008658
HML      -0.002213
dtype: float64, 61517: const    -0.046157
vwretd    1.219817
SMB       0.000252
HML      -0.003660
dtype: float64, 61524: const    -0.006864
vwretd    2.243467
SMB       0.011627
HML       0.007469
dtype: float64, 61525: const    -0.002741
vwretd    0.906049
SMB       0.015502
HML      -0.000773
dtype: float64, 61532: const    -0.012055
vwretd    1.197511
SMB       0.004331
HML       0.007666
dtype: float64, 61540: const    -0.006932
vwretd    0.777370
SMB       0.013083
HML       0.003269
dtype: float64, 61559: const    -0.033351
vwretd    1.377604
SMB       0.030283
HML      -0.001289
dtype: float64, 61560: const    -0.000877
vwretd    1.201926
SMB       0.016108
HML       0.023827
dtype: float64, 61567: const    -0.000575
vwretd    1.278854
SMB       0.009113
HML       0.004392
dtype: float64, 61575: const    -0.022997
vwretd    2.858305
SMB      -0.006982
HML       0.013618
dtype: float64, 61576: const     0.010005
vwretd    0.324031
SMB       0.005680
HML       0.001819
dtype: float64, 61583: const    -0.001623
vwretd    1.269905
SMB       0.001915
HML       0.006859
dtype: float64, 61584: const    -0.003474
vwretd    1.118693
SMB       0.017753
HML       0.003983
dtype: float64, 61591: const    -0.002188
vwretd    1.120534
SMB       0.023376
HML       0.012543
dtype: float64, 61592: const    -0.003081
vwretd    1.265893
SMB       0.003143
HML       0.004387
dtype: float64, 61604: const    -0.001216
vwretd    1.333028
SMB      -0.003320
HML      -0.003610
dtype: float64, 61605: const    -0.014659
vwretd    0.236567
SMB       0.000476
HML      -0.006487
dtype: float64, 61612: const    -0.007828
vwretd    0.751981
SMB       0.018635
HML       0.005170
dtype: float64, 61613: const    -0.069802
vwretd    0.698031
SMB       0.003124
HML       0.014355
dtype: float64, 61620: const    -0.001554
vwretd    1.521974
SMB       0.016711
HML      -0.004789
dtype: float64, 61621: const     0.011392
vwretd    0.872013
SMB       0.002408
HML      -0.001180
dtype: float64, 61639: const    -0.013224
vwretd    2.063920
SMB      -0.000509
HML      -0.000006
dtype: float64, 61640: const     0.007629
vwretd    1.042973
SMB       0.009140
HML       0.010434
dtype: float64, 61647: const     0.047029
vwretd    0.357671
SMB      -0.004413
HML      -0.024719
dtype: float64, 61648: const    -0.043898
vwretd    1.659626
SMB      -0.009367
HML       0.000896
dtype: float64, 61655: const    -0.000567
vwretd    1.027396
SMB       0.016021
HML      -0.011752
dtype: float64, 61656: const    -0.001228
vwretd    1.287833
SMB       0.022405
HML       0.017680
dtype: float64, 61663: const     0.000106
vwretd    1.164320
SMB       0.004117
HML       0.006391
dtype: float64, 61664: const    -0.010714
vwretd    0.000067
SMB      -0.001520
HML      -0.000352
dtype: float64, 61671: const    -0.003626
vwretd    1.335620
SMB       0.005196
HML      -0.003728
dtype: float64, 61672: const     0.009187
vwretd    0.483094
SMB      -0.013858
HML      -0.029767
dtype: float64, 61698: const     0.010094
vwretd    0.301100
SMB       0.005567
HML       0.003759
dtype: float64, 61699: const     0.043402
vwretd    0.560152
SMB       0.004526
HML      -0.006353
dtype: float64, 61700: const     0.002084
vwretd    0.824975
SMB       0.002559
HML      -0.000911
dtype: float64, 61701: const     0.014782
vwretd   -0.142652
SMB       0.019198
HML      -0.007729
dtype: float64, 61719: const    -0.001483
vwretd    0.508116
SMB       0.008576
HML      -0.005520
dtype: float64, 61720: const    -0.015789
vwretd    0.582850
SMB       0.013651
HML       0.005267
dtype: float64, 61727: const     0.015487
vwretd    0.551465
SMB       0.007989
HML      -0.003528
dtype: float64, 61728: const    -0.001752
vwretd    0.123780
SMB       0.008490
HML      -0.012731
dtype: float64, 61735: const     0.005960
vwretd    0.889406
SMB      -0.004995
HML       0.002370
dtype: float64, 61736: const     0.003571
vwretd    0.414827
SMB       0.007514
HML       0.009698
dtype: float64, 61743: const    -0.002306
vwretd    1.092209
SMB       0.001978
HML       0.004355
dtype: float64, 61744: const     0.007340
vwretd    0.421604
SMB       0.012026
HML       0.001797
dtype: float64, 61751: const     0.007619
vwretd    0.730065
SMB       0.001549
HML       0.006618
dtype: float64, 61752: const    -0.202150
vwretd   -8.225789
SMB       0.152361
HML       0.076112
dtype: float64, 61778: const     0.004615
vwretd    0.716265
SMB       0.005459
HML      -0.002330
dtype: float64, 61779: const     0.005467
vwretd   -0.091684
SMB       0.012225
HML      -0.002072
dtype: float64, 61786: const    -0.047196
vwretd    1.982182
SMB      -0.003115
HML       0.006433
dtype: float64, 61787: const     0.007674
vwretd    0.930904
SMB       0.006790
HML       0.001714
dtype: float64, 61794: const    -0.007535
vwretd    1.600157
SMB       0.019080
HML       0.009141
dtype: float64, 61795: const     0.031616
vwretd    0.840101
SMB       0.017212
HML      -0.004948
dtype: float64, 61807: const    -0.001752
vwretd    1.146950
SMB       0.006833
HML       0.005211
dtype: float64, 61815: const    -0.000122
vwretd    1.216701
SMB      -0.000817
HML       0.005205
dtype: float64, 61816: const    -0.024811
vwretd    1.059582
SMB       0.024420
HML      -0.041227
dtype: float64, 61823: const    -0.002977
vwretd    1.212097
SMB       0.014657
HML       0.005988
dtype: float64, 61831: const     0.002398
vwretd    1.215913
SMB       0.000904
HML       0.008027
dtype: float64, 61832: const     0.010245
vwretd   -0.080982
SMB       0.010588
HML      -0.001592
dtype: float64, 61858: const    -0.010220
vwretd    0.986424
SMB       0.022173
HML       0.002538
dtype: float64, 61859: const     0.080440
vwretd    0.869387
SMB      -0.014491
HML      -0.014415
dtype: float64, 61866: const    -0.012083
vwretd    1.547128
SMB       0.024744
HML      -0.004318
dtype: float64, 61867: const     0.033420
vwretd   -0.466593
SMB       0.037140
HML      -0.001309
dtype: float64, 61874: const     0.009854
vwretd    0.686268
SMB       0.007532
HML       0.004926
dtype: float64, 61875: const    -0.014168
vwretd    0.012218
SMB       0.002929
HML       0.000182
dtype: float64, 61882: const     0.008334
vwretd    0.501996
SMB       0.001104
HML       0.001838
dtype: float64, 61883: const     0.022293
vwretd    0.235936
SMB       0.013943
HML      -0.033152
dtype: float64, 61890: const    -0.007229
vwretd    1.049777
SMB       0.003319
HML       0.001788
dtype: float64, 61891: const     0.013033
vwretd    0.238322
SMB       0.010810
HML      -0.003291
dtype: float64, 61903: const     0.028160
vwretd    0.436829
SMB       0.003542
HML      -0.003734
dtype: float64, 61911: const     0.007270
vwretd    1.121001
SMB       0.007717
HML       0.001630
dtype: float64, 61912: const    -0.014168
vwretd   -0.959148
SMB       0.042083
HML      -0.040196
dtype: float64, 61938: const     0.002030
vwretd    0.694356
SMB       0.004234
HML       0.008111
dtype: float64, 61946: const     0.005127
vwretd    0.660201
SMB      -0.000041
HML       0.004477
dtype: float64, 61947: const     0.015197
vwretd    0.699698
SMB      -0.001928
HML      -0.037991
dtype: float64, 61954: const     0.004421
vwretd    0.962596
SMB       0.002593
HML      -0.007234
dtype: float64, 61955: const    -0.004414
vwretd    0.893186
SMB       0.004142
HML       0.006463
dtype: float64, 61962: const    -0.013791
vwretd    1.340310
SMB      -0.000272
HML       0.005303
dtype: float64, 61963: const    -0.002677
vwretd    0.712572
SMB       0.002228
HML       0.006648
dtype: float64, 61970: const     0.011268
vwretd    1.081610
SMB      -0.010399
HML       0.006066
dtype: float64, 61989: const     0.007834
vwretd    1.093183
SMB       0.007832
HML       0.009221
dtype: float64, 61990: const     0.006368
vwretd    0.884968
SMB       0.005000
HML       0.007535
dtype: float64, 61997: const     0.007690
vwretd    1.408180
SMB       0.012156
HML      -0.004740
dtype: float64, 61998: const    -0.086552
vwretd   -1.140613
SMB       0.052538
HML       0.057443
dtype: float64, 62009: const     0.020340
vwretd    0.697897
SMB       0.013225
HML      -0.004338
dtype: float64, 62010: const     0.000888
vwretd    0.743129
SMB       0.003183
HML       0.005926
dtype: float64, 62017: const    -0.012768
vwretd    1.097562
SMB       0.019158
HML      -0.007302
dtype: float64, 62018: const     0.018311
vwretd    0.893862
SMB      -0.007400
HML      -0.003504
dtype: float64, 62025: const     0.005365
vwretd    0.819235
SMB       0.005940
HML      -0.008118
dtype: float64, 62026: const    -0.011250
vwretd    1.241063
SMB      -0.006290
HML      -0.001326
dtype: float64, 62033: const     0.008708
vwretd    0.682690
SMB       0.008406
HML       0.004857
dtype: float64, 62034: const     0.005411
vwretd    1.028968
SMB       0.006102
HML       0.004107
dtype: float64, 62041: const    -0.068366
vwretd    1.858209
SMB       0.028701
HML       0.002553
dtype: float64, 62042: const     0.003589
vwretd    1.061351
SMB       0.005976
HML       0.003483
dtype: float64, 62068: const     0.002228
vwretd    0.761568
SMB       0.002903
HML       0.003266
dtype: float64, 62069: const    -0.042523
vwretd    1.963531
SMB       0.027699
HML       0.014931
dtype: float64, 62076: const    -0.002005
vwretd    0.974047
SMB       0.005622
HML       0.006756
dtype: float64, 62084: const    -0.001927
vwretd    0.762975
SMB       0.003860
HML       0.003602
dtype: float64, 62085: const     0.012606
vwretd    0.180746
SMB       0.005750
HML       0.003340
dtype: float64, 62092: const     0.005590
vwretd    1.124975
SMB       0.002409
HML      -0.001561
dtype: float64, 62093: const    -0.021429
vwretd    2.132732
SMB      -0.025651
HML      -0.027298
dtype: float64, 62105: const     0.020017
vwretd    1.438671
SMB       0.016702
HML      -0.004380
dtype: float64, 62106: const    -0.151772
vwretd   -1.770723
SMB       0.066231
HML       0.046658
dtype: float64, 62113: const    -0.008102
vwretd    1.602534
SMB      -0.011258
HML      -0.000418
dtype: float64, 62114: const    -0.023662
vwretd    0.529933
SMB       0.012092
HML      -0.018715
dtype: float64, 62122: const     0.022135
vwretd    1.028740
SMB       0.022285
HML       0.002618
dtype: float64, 62148: const     0.001992
vwretd    1.151922
SMB      -0.000585
HML       0.002844
dtype: float64, 62149: const    -0.001331
vwretd    0.906356
SMB       0.009686
HML      -0.002837
dtype: float64, 62156: const    -0.001707
vwretd    0.968116
SMB       0.008432
HML       0.011985
dtype: float64, 62164: const     0.004962
vwretd    1.339886
SMB       0.009817
HML      -0.007747
dtype: float64, 62165: const     0.004077
vwretd    2.197001
SMB       0.018870
HML       0.007216
dtype: float64, 62172: const    -0.024838
vwretd    0.684377
SMB       0.011073
HML       0.001304
dtype: float64, 62173: const     0.019216
vwretd    0.993680
SMB      -0.018205
HML      -0.011905
dtype: float64, 62180: const    -0.009675
vwretd    0.921930
SMB       0.016085
HML       0.009171
dtype: float64, 62181: const     0.039203
vwretd    0.565148
SMB      -0.006673
HML      -0.006502
dtype: float64, 62199: const    -0.026946
vwretd    1.391623
SMB       0.022767
HML       0.020521
dtype: float64, 62200: const     0.026656
vwretd    1.464292
SMB       0.001770
HML      -0.015553
dtype: float64, 62201: const     0.008469
vwretd    0.843240
SMB      -0.000339
HML       0.004736
dtype: float64, 62202: const     0.052132
vwretd    0.659587
SMB      -0.002947
HML      -0.000071
dtype: float64, 62228: const     0.002486
vwretd    0.848328
SMB       0.016712
HML      -0.004388
dtype: float64, 62229: const    -0.011036
vwretd    0.153993
SMB       0.036437
HML       0.002774
dtype: float64, 62236: const     0.006490
vwretd    0.963030
SMB       0.000426
HML      -0.002650
dtype: float64, 62237: const    -0.002582
vwretd    2.520693
SMB      -0.060350
HML      -0.052910
dtype: float64, 62244: const    -0.005059
vwretd    1.265890
SMB       0.014342
HML       0.003345
dtype: float64, 62245: const    -0.021025
vwretd    1.598510
SMB       0.020145
HML       0.018867
dtype: float64, 62252: const     0.007100
vwretd    0.788524
SMB      -0.005366
HML      -0.004269
dtype: float64, 62253: const    -0.001968
vwretd    0.457537
SMB       0.012121
HML       0.003707
dtype: float64, 62260: const    -0.002502
vwretd    1.369351
SMB       0.010657
HML      -0.001722
dtype: float64, 62261: const    -0.010386
vwretd    1.230114
SMB       0.000936
HML       0.002611
dtype: float64, 62279: const    -0.015379
vwretd    1.224829
SMB       0.002367
HML       0.003000
dtype: float64, 62280: const      0.522732
vwretd    61.216625
SMB       -0.912463
HML       -0.605465
dtype: float64, 62287: const     0.006371
vwretd    0.656244
SMB       0.006979
HML       0.002213
dtype: float64, 62288: const     0.019677
vwretd   -0.624443
SMB       0.005675
HML       0.005362
dtype: float64, 62295: const     0.005982
vwretd    0.467311
SMB       0.000467
HML       0.002951
dtype: float64, 62296: const     0.010612
vwretd    0.589358
SMB       0.014075
HML       0.001413
dtype: float64, 62308: const     0.001592
vwretd    1.100802
SMB      -0.004010
HML       0.006251
dtype: float64, 62309: const     0.021443
vwretd    2.104286
SMB       0.015027
HML      -0.011059
dtype: float64, 62316: const    -0.012884
vwretd    0.775619
SMB       0.015446
HML      -0.000183
dtype: float64, 62317: const    -0.179812
vwretd    2.253018
SMB       0.065350
HML       0.026924
dtype: float64, 62324: const    -0.004230
vwretd    1.023025
SMB       0.004323
HML       0.005046
dtype: float64, 62325: const    -0.003596
vwretd    0.929724
SMB       0.011679
HML       0.005633
dtype: float64, 62332: const     0.011453
vwretd    1.423200
SMB       0.006272
HML      -0.003273
dtype: float64, 62333: const    -0.025999
vwretd    2.174524
SMB      -0.002155
HML      -0.006489
dtype: float64, 62340: const     0.011319
vwretd    0.946547
SMB      -0.006366
HML      -0.006305
dtype: float64, 62341: const     0.004080
vwretd    1.388514
SMB       0.008353
HML       0.011426
dtype: float64, 62359: const     0.006025
vwretd    0.533859
SMB       0.002424
HML       0.005640
dtype: float64, 62360: const    -0.014079
vwretd    1.571630
SMB       0.003526
HML      -0.000322
dtype: float64, 62367: const     0.005501
vwretd    0.778735
SMB       0.006826
HML       0.007248
dtype: float64, 62368: const    -0.006091
vwretd    1.010794
SMB       0.006661
HML       0.008810
dtype: float64, 62375: const    -0.006280
vwretd    1.532811
SMB       0.026291
HML       0.009492
dtype: float64, 62376: const    -0.007725
vwretd    1.075395
SMB       0.006824
HML       0.009151
dtype: float64, 62383: const    -0.000453
vwretd    1.510983
SMB       0.007809
HML       0.007983
dtype: float64, 62384: const     0.006776
vwretd    0.598998
SMB       0.004666
HML      -0.001027
dtype: float64, 62391: const     0.003133
vwretd    0.700734
SMB       0.001181
HML       0.007503
dtype: float64, 62392: const    -0.012293
vwretd   -0.188794
SMB      -0.002607
HML      -0.006042
dtype: float64, 62404: const    -0.005037
vwretd    0.981343
SMB       0.019270
HML      -0.008411
dtype: float64, 62405: const    -0.002643
vwretd    0.203039
SMB       0.001714
HML       0.001127
dtype: float64, 62412: const    -0.010551
vwretd    1.088796
SMB       0.006013
HML       0.009712
dtype: float64, 62413: const    -0.010837
vwretd    2.267507
SMB       0.028409
HML       0.048207
dtype: float64, 62420: const     0.001132
vwretd    1.099008
SMB       0.015782
HML       0.000979
dtype: float64, 62421: const     0.040950
vwretd   -0.420095
SMB       0.000462
HML      -0.016226
dtype: float64, 62439: const    -0.026413
vwretd    0.283398
SMB       0.027752
HML       0.008660
dtype: float64, 62440: const    -0.010551
vwretd    0.341367
SMB       0.009311
HML       0.003806
dtype: float64, 62447: const     0.015563
vwretd    0.994093
SMB       0.023727
HML      -0.006307
dtype: float64, 62448: const    -0.054409
vwretd    0.750506
SMB      -0.003460
HML       0.009383
dtype: float64, 62455: const    -0.005692
vwretd    0.364774
SMB       0.014230
HML      -0.001971
dtype: float64, 62463: const    -0.014716
vwretd    1.241087
SMB       0.010654
HML       0.008589
dtype: float64, 62464: const    -0.048233
vwretd   -1.137559
SMB       0.012378
HML      -0.001354
dtype: float64, 62471: const     0.001035
vwretd    1.504493
SMB       0.002438
HML       0.005111
dtype: float64, 62472: const    -0.069007
vwretd    1.771523
SMB       0.008914
HML       0.018416
dtype: float64, 62498: const     0.005201
vwretd    0.854859
SMB       0.004593
HML       0.000331
dtype: float64, 62499: const    -0.013338
vwretd    1.438709
SMB       0.012134
HML      -0.004633
dtype: float64, 62500: const     0.018212
vwretd    1.042571
SMB       0.033040
HML      -0.006490
dtype: float64, 62519: const     0.000409
vwretd    1.255362
SMB       0.004522
HML       0.002202
dtype: float64, 62527: const    -0.001362
vwretd    0.867655
SMB       0.005488
HML      -0.002898
dtype: float64, 62528: const    -0.038636
vwretd    2.811519
SMB      -0.016101
HML       0.034711
dtype: float64, 62535: const    -0.079475
vwretd    0.048888
SMB      -0.002926
HML      -0.014190
dtype: float64, 62536: const    -0.001884
vwretd    1.145940
SMB      -0.003858
HML      -0.003598
dtype: float64, 62543: const     0.014208
vwretd    0.943295
SMB       0.004860
HML      -0.009692
dtype: float64, 62544: const    -0.000715
vwretd    1.539432
SMB       0.025790
HML      -0.002788
dtype: float64, 62551: const    -0.042208
vwretd   -0.812728
SMB       0.019488
HML      -0.009876
dtype: float64, 62552: const    -0.001134
vwretd    0.897307
SMB       0.025348
HML      -0.006031
dtype: float64, 62578: const     0.028014
vwretd    0.873875
SMB       0.008118
HML      -0.014515
dtype: float64, 62579: const    -0.122576
vwretd    0.260600
SMB      -0.033114
HML      -0.013679
dtype: float64, 62586: const    -0.017171
vwretd    1.466960
SMB       0.033261
HML       0.009253
dtype: float64, 62587: const     0.004631
vwretd    1.303744
SMB       0.007868
HML      -0.003379
dtype: float64, 62594: const     0.000656
vwretd    1.048293
SMB       0.011425
HML      -0.001948
dtype: float64, 62595: const    -0.032499
vwretd    1.178632
SMB       0.008584
HML       0.012256
dtype: float64, 62607: const    -0.000517
vwretd    1.479960
SMB       0.026392
HML      -0.000478
dtype: float64, 62608: const    -0.035141
vwretd    2.062482
SMB      -0.010575
HML       0.009010
dtype: float64, 62615: const    -0.044545
vwretd    1.391834
SMB       0.014935
HML       0.013270
dtype: float64, 62616: const    -0.002169
vwretd    1.019998
SMB       0.002751
HML       0.006729
dtype: float64, 62623: const    -0.000382
vwretd    1.005083
SMB       0.014142
HML       0.003740
dtype: float64, 62631: const     0.013273
vwretd    0.387200
SMB       0.034560
HML       0.009615
dtype: float64, 62632: const    -0.071422
vwretd   -1.651439
SMB       0.041975
HML       0.027792
dtype: float64, 62658: const     0.013897
vwretd    0.725139
SMB       0.004394
HML      -0.002425
dtype: float64, 62659: const     0.042522
vwretd   -0.329591
SMB       0.027371
HML      -0.003618
dtype: float64, 62666: const    -0.014233
vwretd    1.264953
SMB       0.009940
HML       0.000837
dtype: float64, 62674: const     0.035833
vwretd    0.400665
SMB      -0.013386
HML      -0.006114
dtype: float64, 62675: const    -0.003160
vwretd    1.226123
SMB      -0.006451
HML      -0.022052
dtype: float64, 62682: const    -0.000029
vwretd    0.898990
SMB       0.009516
HML       0.005756
dtype: float64, 62683: const     0.014600
vwretd    1.046366
SMB       0.009448
HML       0.010167
dtype: float64, 62690: const    -0.002247
vwretd    1.082550
SMB       0.004949
HML       0.007412
dtype: float64, 62703: const    -0.029542
vwretd    1.680345
SMB       0.011843
HML       0.008252
dtype: float64, 62704: const    -0.023490
vwretd    0.420466
SMB       0.028681
HML       0.005583
dtype: float64, 62711: const     0.003800
vwretd    0.522487
SMB       0.024122
HML      -0.007595
dtype: float64, 62712: const     0.004773
vwretd    1.634827
SMB       0.039410
HML       0.036576
dtype: float64, 62738: const    -0.004235
vwretd    1.157637
SMB       0.006637
HML      -0.000236
dtype: float64, 62739: const    -0.001274
vwretd    1.846708
SMB       0.001835
HML       0.010446
dtype: float64, 62746: const     0.015002
vwretd    0.561484
SMB       0.011050
HML      -0.005923
dtype: float64, 62747: const    -0.000636
vwretd    0.760439
SMB       0.004069
HML       0.003242
dtype: float64, 62754: const     0.000351
vwretd    1.192703
SMB       0.016237
HML       0.005293
dtype: float64, 62755: const    -0.005801
vwretd    0.568179
SMB       0.032472
HML       0.002411
dtype: float64, 62762: const     0.000807
vwretd    0.459122
SMB       0.012055
HML      -0.000964
dtype: float64, 62763: const    -0.001720
vwretd    0.494841
SMB       0.002094
HML       0.005753
dtype: float64, 62770: const     0.001468
vwretd    0.870060
SMB      -0.001054
HML       0.005465
dtype: float64, 62771: const     0.033335
vwretd   -0.066086
SMB       0.018417
HML      -0.017715
dtype: float64, 62789: const     0.002198
vwretd    0.985947
SMB       0.012163
HML       0.000384
dtype: float64, 62790: const    -0.000371
vwretd    0.984084
SMB       0.005199
HML      -0.001459
dtype: float64, 62797: const    -0.003494
vwretd    1.051432
SMB       0.005408
HML       0.006356
dtype: float64, 62818: const    -0.000278
vwretd    0.682024
SMB       0.008095
HML      -0.009366
dtype: float64, 62819: const     0.001303
vwretd    0.105836
SMB       0.024382
HML      -0.010219
dtype: float64, 62826: const     0.008580
vwretd   -0.138647
SMB       0.032533
HML      -0.006811
dtype: float64, 62834: const    -0.001549
vwretd    1.048008
SMB       0.002294
HML       0.006020
dtype: float64, 62835: const     0.008309
vwretd    1.654937
SMB       0.009209
HML      -0.000181
dtype: float64, 62842: const    -0.013474
vwretd    1.191621
SMB       0.008782
HML       0.005582
dtype: float64, 62843: const     0.001389
vwretd    0.975357
SMB       0.007012
HML       0.006455
dtype: float64, 62850: const     0.006585
vwretd    1.716309
SMB       0.037863
HML       0.004177
dtype: float64, 62851: const     0.011024
vwretd    0.679681
SMB       0.010901
HML       0.003415
dtype: float64, 62869: const    -0.000225
vwretd    0.920652
SMB       0.007411
HML       0.007490
dtype: float64, 62877: const    -0.000989
vwretd    0.866614
SMB       0.005033
HML       0.005003
dtype: float64, 62878: const     0.022570
vwretd    0.697675
SMB       0.010415
HML      -0.004211
dtype: float64, 62885: const    -0.016972
vwretd    1.218306
SMB       0.010390
HML       0.013321
dtype: float64, 62886: const    -0.032644
vwretd    1.031453
SMB       0.013306
HML       0.033835
dtype: float64, 62893: const    -0.023285
vwretd    0.865110
SMB       0.000686
HML       0.009527
dtype: float64, 62894: const     0.014807
vwretd    1.060721
SMB       0.007019
HML      -0.002359
dtype: float64, 62906: const     0.001110
vwretd    1.182327
SMB       0.003916
HML       0.005230
dtype: float64, 62907: const    -0.008548
vwretd    0.714935
SMB       0.002764
HML       0.000820
dtype: float64, 62914: const     0.004684
vwretd    1.058617
SMB       0.013757
HML       0.005838
dtype: float64, 62915: const    -0.003746
vwretd    1.638831
SMB       0.015522
HML       0.026654
dtype: float64, 62922: const     0.002701
vwretd    0.579116
SMB      -0.000411
HML       0.007641
dtype: float64, 62923: const     0.011640
vwretd    0.585535
SMB       0.002688
HML       0.005108
dtype: float64, 62930: const     0.001719
vwretd    1.283346
SMB       0.002960
HML       0.001749
dtype: float64, 62931: const    -0.004935
vwretd    0.985404
SMB       0.011002
HML       0.004280
dtype: float64, 62949: const    -0.013470
vwretd    1.649708
SMB       0.011049
HML       0.000327
dtype: float64, 62950: const    -0.005948
vwretd    0.469242
SMB       0.026877
HML       0.008199
dtype: float64, 62957: const    -0.020199
vwretd    0.920042
SMB       0.008952
HML      -0.008534
dtype: float64, 62958: const     0.004892
vwretd    0.326899
SMB       0.003347
HML       0.002905
dtype: float64, 62965: const    -0.024727
vwretd    0.129146
SMB       0.015716
HML      -0.026475
dtype: float64, 62966: const    -0.019602
vwretd    1.239884
SMB       0.020086
HML       0.001793
dtype: float64, 62973: const     0.003050
vwretd    1.122785
SMB       0.000265
HML       0.001043
dtype: float64, 62981: const     0.002025
vwretd    0.640959
SMB       0.004295
HML       0.005144
dtype: float64, 62982: const     0.003335
vwretd    0.075828
SMB       0.002677
HML       0.001064
dtype: float64, 63001: const    -0.069129
vwretd    0.002562
SMB      -0.028743
HML      -0.027273
dtype: float64, 63028: const     0.010449
vwretd    0.746035
SMB       0.016716
HML      -0.014208
dtype: float64, 63036: const     0.013474
vwretd    0.558932
SMB       0.006125
HML      -0.004576
dtype: float64, 63037: const    -0.048467
vwretd    0.967455
SMB      -0.016051
HML      -0.023334
dtype: float64, 63044: const    -0.002652
vwretd    1.586431
SMB       0.004542
HML       0.000446
dtype: float64, 63045: const     0.005073
vwretd    0.888282
SMB       0.008404
HML      -0.001673
dtype: float64, 63052: const    -0.101819
vwretd    2.739969
SMB       0.014197
HML       0.025541
dtype: float64, 63053: const    -0.047384
vwretd    3.609645
SMB      -0.026093
HML       0.035076
dtype: float64, 63060: const     0.000568
vwretd    1.138802
SMB       0.001583
HML       0.006142
dtype: float64, 63061: const     0.011139
vwretd    0.931448
SMB       0.010007
HML       0.009378
dtype: float64, 63079: const    -0.019207
vwretd    1.918487
SMB       0.011810
HML       0.015834
dtype: float64, 63080: const     0.015548
vwretd   -0.011010
SMB       0.009298
HML      -0.005993
dtype: float64, 63087: const    -0.006953
vwretd    1.678170
SMB       0.025372
HML       0.012937
dtype: float64, 63088: const     0.010047
vwretd    1.093355
SMB       0.008260
HML       0.005295
dtype: float64, 63095: const    -0.010189
vwretd    0.740421
SMB       0.004056
HML       0.000924
dtype: float64, 63096: const     0.009248
vwretd    0.736148
SMB       0.002131
HML      -0.001537
dtype: float64, 63108: const     0.016235
vwretd    1.090399
SMB       0.012611
HML      -0.003649
dtype: float64, 63109: const     0.009197
vwretd    0.579233
SMB       0.013395
HML      -0.004301
dtype: float64, 63116: const     0.015113
vwretd    0.822795
SMB       0.022473
HML      -0.010674
dtype: float64, 63117: const     0.029514
vwretd   -1.555912
SMB      -0.004177
HML      -0.016267
dtype: float64, 63124: const    -0.088330
vwretd    2.195350
SMB       0.035556
HML       0.009194
dtype: float64, 63125: const     0.003769
vwretd    1.237744
SMB       0.014515
HML       0.004406
dtype: float64, 63132: const     0.001127
vwretd    1.091182
SMB       0.007765
HML       0.004450
dtype: float64, 63140: const    -0.035989
vwretd    1.438880
SMB       0.001273
HML       0.012097
dtype: float64, 63141: const     0.015073
vwretd    1.123921
SMB       0.025494
HML      -0.012421
dtype: float64, 63159: const     0.004194
vwretd    1.175566
SMB       0.009827
HML       0.006621
dtype: float64, 63160: const    -0.020395
vwretd    2.275899
SMB       0.000525
HML       0.011572
dtype: float64, 63167: const    -0.007964
vwretd    1.356967
SMB       0.001505
HML       0.010374
dtype: float64, 63168: const     0.005980
vwretd    1.111600
SMB       0.007116
HML      -0.003182
dtype: float64, 63175: const    -0.019574
vwretd    0.747006
SMB       0.020446
HML       0.002525
dtype: float64, 63176: const    -0.020068
vwretd    1.039793
SMB       0.077129
HML       0.044594
dtype: float64, 63183: const     0.023505
vwretd    0.375183
SMB       0.005761
HML      -0.014108
dtype: float64, 63184: const     0.006726
vwretd    1.307479
SMB       0.000053
HML       0.015423
dtype: float64, 63191: const    -0.001530
vwretd    0.440072
SMB       0.015306
HML      -0.008360
dtype: float64, 63192: const    -0.001711
vwretd    1.055068
SMB       0.002096
HML       0.007423
dtype: float64, 63204: const     0.021484
vwretd    1.147930
SMB       0.002305
HML      -0.004189
dtype: float64, 63205: const    -0.154901
vwretd    5.718163
SMB       0.001716
HML      -0.004201
dtype: float64, 63212: const    -0.025341
vwretd    1.040041
SMB       0.022170
HML       0.007004
dtype: float64, 63213: const    -0.131045
vwretd    2.022009
SMB       0.036384
HML       0.016628
dtype: float64, 63220: const     0.000458
vwretd    1.325052
SMB       0.008243
HML       0.004872
dtype: float64, 63221: const     0.099385
vwretd    0.671052
SMB       0.007158
HML      -0.009992
dtype: float64, 63239: const     0.026117
vwretd    0.242445
SMB       0.024390
HML      -0.002738
dtype: float64, 63240: const     0.006013
vwretd    0.916992
SMB       0.008331
HML       0.006714
dtype: float64, 63247: const    -0.003659
vwretd    0.616775
SMB       0.021765
HML      -0.003822
dtype: float64, 63248: const     0.095916
vwretd    1.223365
SMB       0.057628
HML      -0.008180
dtype: float64, 63255: const     0.030806
vwretd    0.525775
SMB      -0.013755
HML      -0.003499
dtype: float64, 63256: const     0.178079
vwretd    2.942880
SMB       0.007988
HML      -0.019548
dtype: float64, 63263: const     0.011022
vwretd    0.566090
SMB      -0.002374
HML      -0.002061
dtype: float64, 63264: const    -0.043446
vwretd    1.354003
SMB       0.018877
HML       0.026907
dtype: float64, 63271: const     0.000058
vwretd    0.661995
SMB       0.010782
HML       0.002029
dtype: float64, 63298: const    -0.001438
vwretd    1.625296
SMB       0.008352
HML       0.004991
dtype: float64, 63299: const     0.009935
vwretd    0.439446
SMB       0.006972
HML       0.000618
dtype: float64, 63300: const    -0.008644
vwretd    1.055156
SMB       0.009137
HML      -0.003565
dtype: float64, 63319: const    -0.013746
vwretd    0.852625
SMB       0.013235
HML      -0.005266
dtype: float64, 63320: const     0.024533
vwretd   -0.573546
SMB       0.052171
HML      -0.015049
dtype: float64, 63327: const    -0.046139
vwretd    2.427086
SMB       0.009324
HML       0.003694
dtype: float64, 63328: const     0.003624
vwretd    1.217570
SMB       0.001532
HML      -0.006196
dtype: float64, 63335: const    -0.021097
vwretd    1.553226
SMB       0.018080
HML       0.012338
dtype: float64, 63336: const    -0.046840
vwretd    2.083227
SMB       0.017277
HML       0.018326
dtype: float64, 63343: const    -0.011901
vwretd    1.332524
SMB       0.002188
HML       0.008730
dtype: float64, 63344: const     0.015007
vwretd    1.406157
SMB       0.020664
HML      -0.003584
dtype: float64, 63351: const     0.007761
vwretd    1.821498
SMB       0.026186
HML      -0.003812
dtype: float64, 63352: const     0.011523
vwretd    0.522888
SMB       0.001527
HML       0.002946
dtype: float64, 63378: const     0.011760
vwretd   -0.127789
SMB       0.009025
HML      -0.012296
dtype: float64, 63379: const     0.030336
vwretd   -1.067936
SMB      -0.017977
HML      -0.016732
dtype: float64, 63386: const    -0.022998
vwretd    1.941216
SMB       0.035731
HML       0.013460
dtype: float64, 63394: const     0.004295
vwretd    1.164732
SMB       0.017628
HML       0.001709
dtype: float64, 63395: const     0.017327
vwretd    0.659911
SMB       0.008811
HML       0.002558
dtype: float64, 63407: const    -0.034757
vwretd    0.395000
SMB       0.002961
HML      -0.016301
dtype: float64, 63415: const     0.008334
vwretd    0.352162
SMB       0.006988
HML       0.006903
dtype: float64, 63423: const    -0.003664
vwretd    1.105949
SMB       0.003712
HML       0.004509
dtype: float64, 63424: const    -0.002635
vwretd   -1.376627
SMB       0.025906
HML      -0.011879
dtype: float64, 63431: const    -0.076326
vwretd    0.393074
SMB       0.019103
HML       0.002258
dtype: float64, 63432: const     0.012285
vwretd   -0.256656
SMB       0.009304
HML       0.004041
dtype: float64, 63458: const     0.022104
vwretd    0.162721
SMB       0.011520
HML      -0.009216
dtype: float64, 63459: const    -0.057131
vwretd    0.932472
SMB       0.005066
HML       0.000076
dtype: float64, 63466: const     0.003610
vwretd    1.509106
SMB       0.013488
HML       0.001512
dtype: float64, 63467: const     0.010030
vwretd    0.550328
SMB       0.000389
HML       0.002363
dtype: float64, 63474: const    -0.006789
vwretd    1.849565
SMB       0.013379
HML      -0.001949
dtype: float64, 63475: const    -0.024010
vwretd    1.254713
SMB       0.009927
HML      -0.000933
dtype: float64, 63482: const    -0.048021
vwretd    1.121026
SMB       0.033242
HML       0.006596
dtype: float64, 63483: const    -0.004774
vwretd    1.263635
SMB       0.000124
HML      -0.001007
dtype: float64, 63490: const    -0.020269
vwretd    0.638453
SMB       0.040008
HML       0.000514
dtype: float64, 63491: const    -0.016711
vwretd    0.523654
SMB       0.015836
HML      -0.001862
dtype: float64, 63503: const     0.005101
vwretd    0.462256
SMB       0.003140
HML       0.005411
dtype: float64, 63504: const    -0.009385
vwretd    0.643854
SMB       0.000599
HML      -0.005397
dtype: float64, 63511: const    -0.010475
vwretd    0.970923
SMB       0.015498
HML       0.013971
dtype: float64, 63538: const     0.025790
vwretd    0.313068
SMB      -0.002955
HML       0.005577
dtype: float64, 63539: const     0.016865
vwretd    0.921312
SMB       0.008242
HML      -0.008411
dtype: float64, 63546: const     0.000726
vwretd    1.414913
SMB       0.007125
HML      -0.004419
dtype: float64, 63547: const     0.030948
vwretd    0.333835
SMB       0.012977
HML      -0.005984
dtype: float64, 63554: const     0.007915
vwretd    0.815979
SMB       0.001595
HML       0.004429
dtype: float64, 63555: const    -0.012941
vwretd    0.993735
SMB       0.011388
HML      -0.002910
dtype: float64, 63562: const     0.000734
vwretd    1.200234
SMB       0.011989
HML       0.006603
dtype: float64, 63563: const    -0.002132
vwretd    1.496916
SMB       0.018264
HML       0.032835
dtype: float64, 63570: const    -0.092089
vwretd    2.089753
SMB       0.023033
HML       0.023042
dtype: float64, 63571: const    -0.012568
vwretd    0.825240
SMB       0.002826
HML       0.001037
dtype: float64, 63589: const    -0.003750
vwretd    0.975192
SMB       0.022519
HML      -0.018649
dtype: float64, 63590: const     0.015472
vwretd    0.520285
SMB       0.009703
HML       0.008808
dtype: float64, 63597: const     0.007264
vwretd    0.911878
SMB       0.012497
HML       0.000263
dtype: float64, 63618: const     0.004301
vwretd   -0.138529
SMB       0.024305
HML       0.000597
dtype: float64, 63619: const    -0.014314
vwretd    0.206266
SMB       0.010094
HML       0.001158
dtype: float64, 63626: const     0.036906
vwretd    0.901727
SMB       0.014324
HML      -0.012561
dtype: float64, 63627: const     0.011554
vwretd    0.199876
SMB       0.005930
HML       0.005405
dtype: float64, 63634: const    -0.072361
vwretd    0.235319
SMB       0.024229
HML       0.004099
dtype: float64, 63635: const     0.009633
vwretd    0.914331
SMB       0.010934
HML       0.000645
dtype: float64, 63642: const    -0.020630
vwretd    1.187192
SMB       0.011588
HML      -0.008831
dtype: float64, 63643: const    -0.042440
vwretd    2.568825
SMB      -0.008066
HML       0.022966
dtype: float64, 63650: const     0.015817
vwretd    0.784634
SMB       0.017083
HML      -0.003956
dtype: float64, 63651: const     0.021107
vwretd   -0.204277
SMB       0.000970
HML      -0.002850
dtype: float64, 63669: const     0.022059
vwretd    0.685772
SMB       0.008435
HML      -0.010283
dtype: float64, 63670: const    -0.010804
vwretd    0.648212
SMB       0.018926
HML       0.011272
dtype: float64, 63677: const    -0.004530
vwretd    0.663757
SMB       0.012279
HML       0.007027
dtype: float64, 63678: const    -0.017064
vwretd    1.587327
SMB       0.033555
HML       0.029734
dtype: float64, 63685: const     0.028501
vwretd    0.396952
SMB      -0.009137
HML      -0.004642
dtype: float64, 63686: const     0.012248
vwretd    0.977851
SMB       0.018380
HML       0.002367
dtype: float64, 63693: const    -0.008127
vwretd    1.004349
SMB       0.031298
HML      -0.004449
dtype: float64, 63694: const     0.002264
vwretd    0.431773
SMB       0.016195
HML      -0.013394
dtype: float64, 63706: const     0.005973
vwretd    0.516447
SMB       0.001644
HML       0.003798
dtype: float64, 63707: const     0.034397
vwretd    0.460316
SMB       0.005380
HML      -0.006311
dtype: float64, 63714: const     0.004236
vwretd    0.984765
SMB       0.001879
HML       0.003856
dtype: float64, 63715: const     0.003863
vwretd    0.975134
SMB       0.006520
HML       0.002814
dtype: float64, 63722: const     0.016016
vwretd    0.886671
SMB       0.002731
HML      -0.012458
dtype: float64, 63723: const     0.009769
vwretd    1.267325
SMB       0.019337
HML      -0.001406
dtype: float64, 63730: const     0.019293
vwretd    0.543728
SMB       0.010773
HML      -0.005502
dtype: float64, 63731: const     0.011786
vwretd    1.096676
SMB       0.007724
HML       0.000219
dtype: float64, 63749: const    -0.011433
vwretd    0.701622
SMB       0.003749
HML      -0.005273
dtype: float64, 63750: const     0.003054
vwretd    1.658293
SMB       0.001342
HML      -0.014317
dtype: float64, 63757: const    -0.084593
vwretd    1.311631
SMB       0.015927
HML       0.017623
dtype: float64, 63758: const    -0.017136
vwretd    0.397267
SMB       0.008947
HML       0.006874
dtype: float64, 63765: const     0.005106
vwretd    0.837495
SMB       0.006123
HML       0.006019
dtype: float64, 63773: const    -0.000865
vwretd    1.043585
SMB       0.001272
HML       0.000526
dtype: float64, 63774: const     0.053751
vwretd   -0.238165
SMB      -0.032227
HML      -0.044133
dtype: float64, 63781: const    -0.010472
vwretd    1.486943
SMB       0.006809
HML       0.009614
dtype: float64, 63782: const     0.007945
vwretd    0.854441
SMB       0.024734
HML       0.005645
dtype: float64, 63802: const     0.024089
vwretd    1.092526
SMB       0.014271
HML      -0.010079
dtype: float64, 63803: const     0.005759
vwretd    1.283622
SMB       0.002827
HML      -0.006348
dtype: float64, 63810: const    -0.003123
vwretd    0.831166
SMB       0.014710
HML       0.006608
dtype: float64, 63811: const     0.013700
vwretd    0.947173
SMB       0.011167
HML       0.002318
dtype: float64, 63829: const     0.000726
vwretd    0.678974
SMB       0.010244
HML       0.005095
dtype: float64, 63830: const     0.009327
vwretd    1.262233
SMB      -0.000290
HML       0.004315
dtype: float64, 63837: const     0.010140
vwretd    0.574148
SMB       0.006432
HML       0.001094
dtype: float64, 63838: const     0.040316
vwretd   -3.244303
SMB      -0.086776
HML      -0.030836
dtype: float64, 63845: const    -0.000821
vwretd    0.765639
SMB       0.003891
HML       0.000046
dtype: float64, 63846: const    -0.062704
vwretd    3.607697
SMB      -0.027616
HML       0.005382
dtype: float64, 63853: const     0.004905
vwretd    0.856948
SMB       0.002948
HML       0.001531
dtype: float64, 63854: const     0.011910
vwretd   -0.179581
SMB      -0.015566
HML      -0.038905
dtype: float64, 63861: const     0.015582
vwretd    0.339117
SMB       0.009142
HML      -0.005154
dtype: float64, 63862: const     0.030638
vwretd   -0.003363
SMB       0.007312
HML      -0.016828
dtype: float64, 63888: const    -0.115174
vwretd    1.349005
SMB       0.056218
HML       0.031461
dtype: float64, 63889: const     0.029176
vwretd    1.258985
SMB       0.014924
HML      -0.007167
dtype: float64, 63896: const     0.019243
vwretd    1.273425
SMB       0.024037
HML       0.000778
dtype: float64, 63897: const    -0.000521
vwretd    0.760673
SMB       0.008150
HML       0.001690
dtype: float64, 63909: const     0.028049
vwretd   -0.527143
SMB       0.022097
HML       0.009675
dtype: float64, 63917: const    -0.035845
vwretd    1.521270
SMB       0.022157
HML      -0.003084
dtype: float64, 63918: const     0.006825
vwretd    3.526904
SMB      -0.032697
HML      -0.020772
dtype: float64, 63925: const    -0.001449
vwretd    1.027741
SMB       0.018816
HML       0.000749
dtype: float64, 63926: const      0.184598
vwretd    11.076545
SMB       -0.185723
HML       -0.117407
dtype: float64, 63933: const     0.010508
vwretd    1.046907
SMB       0.001673
HML      -0.000007
dtype: float64, 63934: const    -0.010306
vwretd    0.369037
SMB       0.016749
HML       0.004663
dtype: float64, 63941: const    -0.019011
vwretd    1.273827
SMB       0.005862
HML       0.009960
dtype: float64, 63942: const     0.015966
vwretd    0.516337
SMB       0.001307
HML      -0.004102
dtype: float64, 63968: const    -0.004230
vwretd    1.302053
SMB       0.004645
HML      -0.003045
dtype: float64, 63969: const     0.018002
vwretd    0.351829
SMB       0.003608
HML      -0.007155
dtype: float64, 63976: const     0.002433
vwretd    0.566456
SMB       0.003006
HML       0.007062
dtype: float64, 63977: const     0.006722
vwretd    0.972775
SMB       0.004638
HML       0.007006
dtype: float64, 63984: const    -0.005203
vwretd    0.575336
SMB       0.004481
HML       0.001875
dtype: float64, 63985: const     0.049546
vwretd   -0.196428
SMB      -0.005060
HML       0.000614
dtype: float64, 63992: const    -0.008730
vwretd    1.126779
SMB       0.019298
HML       0.001345
dtype: float64, 63993: const    -0.013852
vwretd    0.224903
SMB      -0.002089
HML      -0.001567
dtype: float64, 64004: const     0.005184
vwretd    0.741766
SMB       0.006723
HML      -0.000691
dtype: float64, 64005: const    -0.000362
vwretd    1.426221
SMB       0.015094
HML       0.009649
dtype: float64, 64012: const     0.002717
vwretd    1.386803
SMB       0.012551
HML      -0.003757
dtype: float64, 64013: const    -0.011949
vwretd    0.995770
SMB       0.007661
HML       0.003278
dtype: float64, 64020: const     0.000688
vwretd    0.907151
SMB       0.005782
HML       0.005977
dtype: float64, 64021: const     0.009270
vwretd    1.025997
SMB      -0.003077
HML       0.012140
dtype: float64, 64039: const    -0.023497
vwretd    1.657147
SMB       0.015504
HML       0.007229
dtype: float64, 64040: const    -0.007740
vwretd    0.575295
SMB       0.011626
HML      -0.002261
dtype: float64, 64047: const    -0.000892
vwretd    1.965733
SMB       0.004653
HML       0.010119
dtype: float64, 64048: const    -0.045984
vwretd    1.230753
SMB       0.025832
HML      -0.013435
dtype: float64, 64055: const     0.006591
vwretd    0.524557
SMB       0.003219
HML       0.002701
dtype: float64, 64063: const     0.006910
vwretd    1.114040
SMB       0.010822
HML       0.000238
dtype: float64, 64064: const     0.007322
vwretd    1.152135
SMB       0.007916
HML      -0.009032
dtype: float64, 64071: const     0.005924
vwretd    0.884273
SMB       0.007747
HML       0.006669
dtype: float64, 64072: const    -0.026585
vwretd    0.792398
SMB      -0.003221
HML       0.006934
dtype: float64, 64098: const    -0.060072
vwretd    0.664346
SMB       0.028951
HML       0.009814
dtype: float64, 64099: const       2.469364
vwretd    231.599141
SMB        -3.425054
HML        -2.234834
dtype: float64, 64100: const     0.026728
vwretd    0.975851
SMB       0.013176
HML      -0.006171
dtype: float64, 64101: const    -0.973607
vwretd    1.481448
SMB       1.418672
HML       2.179589
dtype: float64, 64119: const     0.002800
vwretd    1.205017
SMB       0.006530
HML       0.003750
dtype: float64, 64120: const    -0.069204
vwretd    0.270682
SMB       0.013165
HML      -0.017478
dtype: float64, 64127: const    -0.005781
vwretd   -0.026046
SMB       0.011429
HML      -0.013249
dtype: float64, 64135: const     0.003437
vwretd    1.492937
SMB       0.011535
HML       0.003356
dtype: float64, 64136: const    -0.028310
vwretd    0.150047
SMB       0.018046
HML       0.000292
dtype: float64, 64143: const     0.005647
vwretd    0.748500
SMB       0.008394
HML      -0.002033
dtype: float64, 64144: const    -0.027625
vwretd    1.635603
SMB       0.028436
HML       0.022223
dtype: float64, 64151: const    -0.012523
vwretd    1.095774
SMB       0.020991
HML      -0.004759
dtype: float64, 64152: const     0.013712
vwretd    0.698013
SMB       0.003946
HML       0.001507
dtype: float64, 64178: const     0.026835
vwretd    1.306752
SMB       0.005911
HML      -0.011194
dtype: float64, 64179: const     0.052679
vwretd    1.297195
SMB       0.003504
HML      -0.006931
dtype: float64, 64186: const     0.004203
vwretd    0.981308
SMB       0.000834
HML       0.004837
dtype: float64, 64187: const     0.008923
vwretd    3.802322
SMB      -0.011229
HML      -0.007998
dtype: float64, 64194: const     0.006215
vwretd    0.768853
SMB       0.003221
HML      -0.001297
dtype: float64, 64195: const    -0.000317
vwretd    0.975519
SMB       0.003973
HML      -0.000683
dtype: float64, 64207: const     0.012868
vwretd    1.371956
SMB       0.012504
HML      -0.014369
dtype: float64, 64215: const     0.010882
vwretd    0.578983
SMB       0.027037
HML       0.009958
dtype: float64, 64216: const     0.012502
vwretd    0.692923
SMB       0.024502
HML       0.000232
dtype: float64, 64223: const     0.012084
vwretd    1.155302
SMB       0.010848
HML      -0.005567
dtype: float64, 64224: const    -0.010213
vwretd    1.126384
SMB       0.010278
HML      -0.005208
dtype: float64, 64231: const     0.002457
vwretd    0.654775
SMB       0.005284
HML       0.000690
dtype: float64, 64232: const     0.108324
vwretd   -3.228924
SMB      -0.007569
HML      -0.073424
dtype: float64, 64258: const    -0.008289
vwretd    1.110942
SMB       0.007704
HML       0.009749
dtype: float64, 64259: const     0.029935
vwretd    0.333374
SMB       0.011302
HML      -0.020875
dtype: float64, 64266: const     0.005159
vwretd    1.612630
SMB       0.014838
HML       0.001757
dtype: float64, 64267: const    -0.071057
vwretd   -0.089611
SMB      -0.008276
HML       0.009197
dtype: float64, 64274: const    -0.000352
vwretd    0.414043
SMB       0.004636
HML       0.005234
dtype: float64, 64275: const     0.006445
vwretd    0.411753
SMB       0.003630
HML       0.001655
dtype: float64, 64282: const     0.006406
vwretd    1.565700
SMB       0.006277
HML       0.003310
dtype: float64, 64283: const     0.014792
vwretd    0.586801
SMB       0.008978
HML      -0.005172
dtype: float64, 64290: const    -0.000706
vwretd    0.699535
SMB       0.003207
HML       0.007445
dtype: float64, 64291: const     0.006524
vwretd    1.115259
SMB       0.012037
HML      -0.001150
dtype: float64, 64303: const     0.004254
vwretd    1.368112
SMB       0.015097
HML      -0.000962
dtype: float64, 64311: const     0.002029
vwretd    1.043738
SMB      -0.001486
HML       0.004620
dtype: float64, 64312: const     0.010789
vwretd    0.323699
SMB       0.002860
HML       0.005774
dtype: float64, 64338: const    -0.003273
vwretd    1.203633
SMB       0.017963
HML      -0.009632
dtype: float64, 64339: const    -0.010940
vwretd    0.493298
SMB       0.013922
HML       0.006470
dtype: float64, 64346: const     0.000728
vwretd    1.006343
SMB       0.004858
HML      -0.003231
dtype: float64, 64347: const     0.100320
vwretd    3.652947
SMB      -0.095555
HML       0.016478
dtype: float64, 64354: const    -0.003520
vwretd    1.031760
SMB       0.006982
HML       0.002287
dtype: float64, 64355: const     0.016806
vwretd    0.642689
SMB       0.017893
HML      -0.000230
dtype: float64, 64362: const     0.003403
vwretd    0.764223
SMB       0.002481
HML       0.001432
dtype: float64, 64370: const    -0.024833
vwretd    1.106627
SMB       0.000661
HML       0.008016
dtype: float64, 64371: const    -0.051719
vwretd    2.251664
SMB       0.036985
HML       0.004739
dtype: float64, 64389: const    -0.095007
vwretd   -4.680616
SMB       0.134036
HML       0.003261
dtype: float64, 64390: const     0.009650
vwretd    0.969094
SMB      -0.001941
HML       0.005219
dtype: float64, 64397: const     0.008953
vwretd    1.299467
SMB       0.012436
HML      -0.007465
dtype: float64, 64398: const    -0.011739
vwretd    0.485264
SMB       0.015664
HML       0.005160
dtype: float64, 64418: const     0.004330
vwretd    0.562818
SMB       0.002318
HML       0.007353
dtype: float64, 64419: const     0.005496
vwretd    0.218310
SMB       0.008783
HML      -0.000396
dtype: float64, 64426: const    -0.005844
vwretd    0.644323
SMB       0.008869
HML       0.014168
dtype: float64, 64427: const    -0.013029
vwretd    1.315103
SMB       0.014069
HML       0.013870
dtype: float64, 64434: const    -0.010520
vwretd    1.261565
SMB       0.016560
HML       0.001841
dtype: float64, 64435: const    -0.092147
vwretd    1.825841
SMB      -0.027343
HML       0.007909
dtype: float64, 64442: const    -0.000276
vwretd    0.483850
SMB       0.011225
HML       0.010307
dtype: float64, 64450: const     0.006693
vwretd    0.466835
SMB       0.000916
HML       0.003323
dtype: float64, 64451: const     0.004291
vwretd    0.594948
SMB       0.004764
HML       0.007114
dtype: float64, 64469: const    -0.003773
vwretd    0.881202
SMB      -0.006003
HML      -0.008872
dtype: float64, 64470: const    -0.060082
vwretd    1.119120
SMB       0.004774
HML       0.007643
dtype: float64, 64477: const    -0.011628
vwretd    1.183702
SMB       0.011797
HML      -0.001422
dtype: float64, 64478: const    -0.024243
vwretd    0.116158
SMB       0.006810
HML       0.007760
dtype: float64, 64485: const     0.036357
vwretd    0.242633
SMB       0.031128
HML      -0.006112
dtype: float64, 64486: const     0.001280
vwretd    1.260313
SMB       0.000841
HML       0.011011
dtype: float64, 64493: const     0.110722
vwretd   -2.687969
SMB      -0.003793
HML      -0.031772
dtype: float64, 64494: const    -0.084096
vwretd    3.577567
SMB      -0.018386
HML      -0.004081
dtype: float64, 64506: const    -0.007424
vwretd    1.013324
SMB       0.015562
HML       0.002820
dtype: float64, 64507: const    -0.055652
vwretd    0.249334
SMB      -0.021992
HML      -0.009692
dtype: float64, 64514: const    -0.007188
vwretd    1.688847
SMB       0.007702
HML       0.010767
dtype: float64, 64515: const     3.106170e-03
vwretd    7.781635e-01
SMB       4.973928e-07
HML       9.871239e-03
dtype: float64, 64522: const    -0.017208
vwretd    1.040343
SMB       0.007211
HML      -0.004198
dtype: float64, 64523: const     0.002359
vwretd    0.662794
SMB      -0.016149
HML       0.004676
dtype: float64, 64530: const     0.017947
vwretd    0.371109
SMB       0.017039
HML      -0.004678
dtype: float64, 64531: const    -0.003248
vwretd    1.194115
SMB       0.004133
HML       0.005836
dtype: float64, 64549: const     0.002193
vwretd    0.142917
SMB       0.009724
HML      -0.018314
dtype: float64, 64550: const     0.032540
vwretd    0.222234
SMB      -0.004639
HML      -0.008779
dtype: float64, 64557: const     0.006307
vwretd    0.521157
SMB      -0.000165
HML       0.004842
dtype: float64, 64558: const     0.041608
vwretd    0.043674
SMB       0.016012
HML      -0.017295
dtype: float64, 64565: const     0.004489
vwretd    1.610921
SMB       0.001327
HML       0.005159
dtype: float64, 64566: const    -0.059567
vwretd   -1.207107
SMB      -0.020056
HML      -0.018711
dtype: float64, 64573: const    -0.063095
vwretd    1.229931
SMB       0.031348
HML      -0.001285
dtype: float64, 64574: const    -0.005092
vwretd    0.072720
SMB       0.007522
HML       0.002612
dtype: float64, 64581: const     0.005534
vwretd    0.868730
SMB       0.010443
HML      -0.005897
dtype: float64, 64582: const    -0.004511
vwretd    0.819230
SMB       0.007040
HML       0.007149
dtype: float64, 64602: const    -0.001045
vwretd    0.857005
SMB      -0.001346
HML       0.006794
dtype: float64, 64610: const    -0.001533
vwretd    1.111573
SMB       0.009336
HML       0.003513
dtype: float64, 64611: const    -0.095417
vwretd   -1.637889
SMB       0.018426
HML      -0.025091
dtype: float64, 64629: const    -0.008025
vwretd    1.522178
SMB       0.007600
HML       0.010845
dtype: float64, 64630: const     0.000345
vwretd    0.481200
SMB       0.007259
HML       0.002858
dtype: float64, 64637: const     0.002482
vwretd    0.417604
SMB       0.002573
HML       0.003353
dtype: float64, 64638: const     0.016062
vwretd    0.538549
SMB       0.012947
HML       0.003892
dtype: float64, 64645: const    -0.006880
vwretd    0.380989
SMB       0.021609
HML       0.015535
dtype: float64, 64646: const     0.007021
vwretd    0.521625
SMB      -0.000393
HML       0.003461
dtype: float64, 64653: const     0.008330
vwretd    0.397045
SMB       0.003213
HML       0.003427
dtype: float64, 64654: const     0.003052
vwretd    0.907108
SMB       0.017593
HML       0.010878
dtype: float64, 64661: const    -0.083632
vwretd    2.662845
SMB       0.053406
HML       0.017659
dtype: float64, 64662: const     0.633108
vwretd    0.040483
SMB       1.099744
HML       0.321684
dtype: float64, 64688: const     0.006580
vwretd    1.228710
SMB       0.000204
HML      -0.001180
dtype: float64, 64689: const     0.001364
vwretd    1.163822
SMB       0.004504
HML       0.009092
dtype: float64, 64696: const    -0.004705
vwretd    0.492171
SMB       0.005139
HML       0.004340
dtype: float64, 64697: const    -0.007859
vwretd    1.408866
SMB       0.005429
HML       0.011906
dtype: float64, 64709: const    -0.014774
vwretd    1.142560
SMB       0.028478
HML       0.004883
dtype: float64, 64717: const    -0.011855
vwretd    1.022036
SMB       0.010745
HML      -0.000658
dtype: float64, 64718: const    -0.383562
vwretd   -5.938366
SMB      -0.190245
HML      -0.366063
dtype: float64, 64725: const     0.004421
vwretd    0.835534
SMB      -0.003465
HML      -0.017296
dtype: float64, 64733: const     0.067828
vwretd   -0.291508
SMB       0.000610
HML      -0.004519
dtype: float64, 64734: const    -0.012076
vwretd    1.389482
SMB       0.015874
HML       0.016024
dtype: float64, 64741: const    -0.044170
vwretd    1.172778
SMB       0.007847
HML       0.018416
dtype: float64, 64742: const    -0.001455
vwretd    0.864378
SMB       0.001780
HML      -0.002710
dtype: float64, 64768: const     0.016964
vwretd    0.203538
SMB       0.001295
HML      -0.002697
dtype: float64, 64769: const    -0.000244
vwretd    1.367936
SMB       0.001370
HML      -0.003298
dtype: float64, 64776: const     0.006678
vwretd    0.018253
SMB      -0.006159
HML      -0.011700
dtype: float64, 64777: const     0.013720
vwretd    0.385527
SMB       0.010948
HML       0.000760
dtype: float64, 64784: const     0.007843
vwretd    1.920453
SMB       0.021793
HML       0.012063
dtype: float64, 64785: const     0.006722
vwretd    0.794764
SMB       0.011889
HML      -0.000407
dtype: float64, 64792: const     0.014261
vwretd    1.068395
SMB       0.012065
HML      -0.001289
dtype: float64, 64793: const     0.007481
vwretd    0.193351
SMB       0.000613
HML       0.001240
dtype: float64, 64805: const     0.009081
vwretd    0.394377
SMB       0.002894
HML       0.004916
dtype: float64, 64806: const     0.007560
vwretd    0.457941
SMB       0.000710
HML       0.004497
dtype: float64, 64813: const    -0.023425
vwretd    1.436113
SMB       0.008851
HML      -0.004232
dtype: float64, 64814: const    -0.084529
vwretd    0.870262
SMB       0.025321
HML      -0.002207
dtype: float64, 64821: const     0.014094
vwretd    1.157975
SMB       0.018654
HML       0.016199
dtype: float64, 64822: const    -0.006247
vwretd    1.104402
SMB      -0.000098
HML       0.001829
dtype: float64, 64848: const     0.000587
vwretd    0.866703
SMB       0.011522
HML       0.014728
dtype: float64, 64849: const    -0.006054
vwretd   -0.928734
SMB       0.081269
HML      -0.036075
dtype: float64, 64856: const     0.004767
vwretd    1.378975
SMB      -0.002039
HML       0.000827
dtype: float64, 64857: const    -0.075762
vwretd    1.528279
SMB       0.015296
HML      -0.010526
dtype: float64, 64864: const     0.005755
vwretd    0.671511
SMB       0.016543
HML      -0.002306
dtype: float64, 64872: const    -0.005509
vwretd    1.244782
SMB       0.018312
HML       0.003600
dtype: float64, 64873: const    -0.064813
vwretd    0.702262
SMB       0.002518
HML       0.009083
dtype: float64, 64880: const    -0.003391
vwretd    0.759276
SMB       0.015791
HML       0.004767
dtype: float64, 64881: const    -0.144036
vwretd    5.486414
SMB      -0.001380
HML       0.088513
dtype: float64, 64899: const     0.008020
vwretd    0.953256
SMB       0.005764
HML       0.004974
dtype: float64, 64900: const     0.008469
vwretd    0.664988
SMB       0.011525
HML       0.005612
dtype: float64, 64901: const     0.005273
vwretd    1.161545
SMB       0.016922
HML      -0.001471
dtype: float64, 64902: const     0.003695
vwretd    0.957076
SMB       0.015381
HML      -0.012741
dtype: float64, 64928: const     0.035981
vwretd    0.541229
SMB       0.017735
HML       0.014193
dtype: float64, 64929: const     0.000790
vwretd    1.231982
SMB       0.005771
HML       0.008307
dtype: float64, 64936: const     0.006016
vwretd    0.397187
SMB      -0.003930
HML       0.002676
dtype: float64, 64937: const    -0.003232
vwretd    0.247517
SMB       0.004502
HML      -0.011483
dtype: float64, 64944: const     0.007917
vwretd    0.912863
SMB       0.007977
HML      -0.014183
dtype: float64, 64945: const    -0.002419
vwretd    1.209367
SMB       0.019002
HML      -0.005262
dtype: float64, 64952: const     0.001336
vwretd    1.815887
SMB       0.005677
HML       0.006943
dtype: float64, 64953: const    -0.001520
vwretd   -1.983248
SMB       0.024201
HML      -0.012026
dtype: float64, 64960: const    -0.001391
vwretd    1.429909
SMB       0.006038
HML       0.002307
dtype: float64, 64961: const     0.008927
vwretd    0.783983
SMB       0.012372
HML       0.002410
dtype: float64, 64979: const    -0.010342
vwretd    1.380834
SMB       0.008568
HML       0.009763
dtype: float64, 64980: const    -0.011910
vwretd    2.651955
SMB      -0.010745
HML       0.016872
dtype: float64, 64987: const     0.020252
vwretd    0.503679
SMB       0.021764
HML      -0.009103
dtype: float64, 64988: const    -0.012122
vwretd    1.466757
SMB       0.016806
HML       0.009835
dtype: float64, 64995: const    -0.000990
vwretd    0.971315
SMB       0.000071
HML       0.009236
dtype: float64, 64996: const     0.001160
vwretd    0.983544
SMB       0.003665
HML       0.007737
dtype: float64, 65007: const    -0.046807
vwretd    2.987559
SMB      -0.000678
HML       0.015027
dtype: float64, 65008: const     0.005614
vwretd    1.736295
SMB       0.013434
HML      -0.004418
dtype: float64, 65015: const    -0.000143
vwretd    0.907443
SMB       0.013965
HML       0.005094
dtype: float64, 65016: const     0.005941
vwretd    0.198057
SMB       0.004631
HML      -0.004786
dtype: float64, 65023: const     0.000033
vwretd    1.289342
SMB       0.012456
HML       0.003912
dtype: float64, 65024: const     0.009247
vwretd    1.510999
SMB       0.009511
HML      -0.011434
dtype: float64, 65031: const     0.006399
vwretd    0.960699
SMB       0.006069
HML       0.012309
dtype: float64, 65032: const    -0.001280
vwretd    0.845369
SMB       0.003138
HML      -0.000145
dtype: float64, 65058: const    -0.000564
vwretd    2.105681
SMB       0.006722
HML       0.000078
dtype: float64, 65059: const    -0.029901
vwretd    1.043030
SMB       0.007570
HML       0.001057
dtype: float64, 65066: const     0.007721
vwretd    0.850973
SMB       0.001561
HML      -0.004823
dtype: float64, 65067: const     0.004028
vwretd    1.377508
SMB       0.014581
HML       0.006196
dtype: float64, 65074: const     0.003408
vwretd    1.415314
SMB       0.008172
HML      -0.002192
dtype: float64, 65075: const     0.038971
vwretd    1.841813
SMB       0.013314
HML       0.007363
dtype: float64, 65082: const     0.013596
vwretd    0.747183
SMB       0.011192
HML      -0.003930
dtype: float64, 65083: const     0.015506
vwretd    0.844890
SMB       0.011449
HML      -0.005008
dtype: float64, 65090: const     0.015407
vwretd    1.152961
SMB       0.007829
HML      -0.014298
dtype: float64, 65091: const     0.004683
vwretd    1.141515
SMB       0.004355
HML       0.005001
dtype: float64, 65103: const    -0.017042
vwretd    0.856780
SMB       0.009371
HML       0.010101
dtype: float64, 65104: const    -0.025058
vwretd    1.119073
SMB       0.040527
HML       0.032600
dtype: float64, 65111: const     0.000494
vwretd    1.282929
SMB       0.003743
HML      -0.003758
dtype: float64, 65112: const    -0.028786
vwretd    0.342318
SMB       0.006419
HML      -0.031895
dtype: float64, 65138: const    -0.000002
vwretd    1.102854
SMB      -0.001664
HML       0.008097
dtype: float64, 65139: const    -0.213487
vwretd   -1.179718
SMB       0.074645
HML       0.076210
dtype: float64, 65146: const     0.005169
vwretd    0.862695
SMB      -0.005581
HML       0.003486
dtype: float64, 65154: const     0.004638
vwretd    0.774812
SMB       0.004196
HML       0.003516
dtype: float64, 65155: const    -0.006591
vwretd    1.259601
SMB       0.017082
HML       0.013648
dtype: float64, 65162: const     0.031333
vwretd    0.289806
SMB       0.017575
HML      -0.005173
dtype: float64, 65163: const     0.001979
vwretd    0.824445
SMB       0.012187
HML       0.007167
dtype: float64, 65170: const     0.038114
vwretd    0.826696
SMB       0.030213
HML       0.009951
dtype: float64, 65171: const     0.013981
vwretd    0.112935
SMB       0.014893
HML      -0.010445
dtype: float64, 65189: const     0.002578
vwretd    1.527305
SMB       0.006420
HML      -0.015322
dtype: float64, 65197: const     0.012416
vwretd    1.143584
SMB       0.020274
HML       0.000649
dtype: float64, 65198: const     0.018243
vwretd    1.656559
SMB       0.003921
HML      -0.012225
dtype: float64, 65218: const     0.011610
vwretd    0.757468
SMB       0.009073
HML       0.002982
dtype: float64, 65219: const    -0.064843
vwretd    2.441065
SMB       0.087390
HML       0.035309
dtype: float64, 65226: const     0.008609
vwretd    0.568153
SMB       0.012739
HML       0.004253
dtype: float64, 65227: const    -0.007326
vwretd    1.082912
SMB       0.041434
HML       0.037435
dtype: float64, 65234: const     0.006326
vwretd    0.836077
SMB       0.027528
HML       0.006160
dtype: float64, 65235: const     0.210462
vwretd   -3.502617
SMB       0.334802
HML       0.016124
dtype: float64, 65242: const     0.001561
vwretd    2.211753
SMB      -0.002678
HML       0.004510
dtype: float64, 65243: const     0.034936
vwretd   -1.478918
SMB       0.026232
HML      -0.050089
dtype: float64, 65250: const     0.001676
vwretd    1.655127
SMB      -0.000478
HML       0.001720
dtype: float64, 65251: const     0.090038
vwretd    0.745146
SMB       0.000255
HML      -0.015074
dtype: float64, 65269: const     0.004580
vwretd    0.686450
SMB       0.002416
HML       0.000754
dtype: float64, 65270: const     0.015067
vwretd    0.974706
SMB       0.014942
HML       0.000893
dtype: float64, 65277: const     0.007867
vwretd    1.440968
SMB       0.003863
HML       0.008374
dtype: float64, 65278: const     0.001395
vwretd    0.613023
SMB       0.004155
HML       0.006209
dtype: float64, 65285: const    -0.003475
vwretd    1.896324
SMB       0.011277
HML       0.021593
dtype: float64, 65293: const     0.007288
vwretd    0.900779
SMB       0.010258
HML       0.008106
dtype: float64, 65294: const     0.010536
vwretd    0.666406
SMB       0.002344
HML       0.001424
dtype: float64, 65306: const     0.004163
vwretd    0.806645
SMB       0.005261
HML       0.003130
dtype: float64, 65307: const     0.003915
vwretd    1.043670
SMB       0.004730
HML       0.002983
dtype: float64, 65314: const    -0.048379
vwretd    1.704786
SMB       0.046088
HML       0.007840
dtype: float64, 65315: const    -0.012944
vwretd    1.325174
SMB       0.007501
HML       0.008181
dtype: float64, 65322: const    -0.005213
vwretd    0.914324
SMB       0.010932
HML      -0.005668
dtype: float64, 65323: const     0.017738
vwretd   -0.013696
SMB       0.017456
HML      -0.007824
dtype: float64, 65330: const     0.001003
vwretd    1.353753
SMB       0.003171
HML       0.001949
dtype: float64, 65349: const    -0.003751
vwretd    0.397703
SMB      -0.005224
HML       0.003149
dtype: float64, 65350: const     0.032812
vwretd    2.370881
SMB      -0.036086
HML      -0.052654
dtype: float64, 65357: const     0.000497
vwretd    1.399516
SMB       0.003348
HML       0.003229
dtype: float64, 65358: const     0.007333
vwretd    0.394999
SMB       0.016523
HML       0.009085
dtype: float64, 65365: const     0.001090
vwretd    1.100332
SMB       0.010265
HML       0.008824
dtype: float64, 65373: const    -0.019024
vwretd    1.435258
SMB       0.024853
HML       0.018657
dtype: float64, 65374: const    -0.008935
vwretd    0.874383
SMB       0.002487
HML      -0.000728
dtype: float64, 65381: const     0.004325
vwretd    0.268066
SMB      -0.000737
HML      -0.000291
dtype: float64, 65402: const     0.006072
vwretd    0.917267
SMB       0.004469
HML       0.004465
dtype: float64, 65403: const     0.008449
vwretd    0.740916
SMB       0.021794
HML       0.012428
dtype: float64, 65410: const     0.009798
vwretd    1.333503
SMB       0.012923
HML       0.010451
dtype: float64, 65429: const    -0.008069
vwretd    0.569713
SMB       0.005477
HML       0.006570
dtype: float64, 65430: const     0.017733
vwretd    1.208016
SMB      -0.004522
HML       0.008500
dtype: float64, 65437: const    -0.017263
vwretd    0.937889
SMB      -0.000782
HML       0.010226
dtype: float64, 65438: const     0.008540
vwretd    1.069079
SMB       0.013879
HML      -0.006020
dtype: float64, 65445: const     0.002007
vwretd    0.955259
SMB       0.015380
HML       0.003880
dtype: float64, 65446: const     0.010354
vwretd    0.975926
SMB       0.026218
HML       0.003555
dtype: float64, 65453: const    -0.007176
vwretd    0.805318
SMB       0.005400
HML       0.008612
dtype: float64, 65461: const     0.007754
vwretd    0.220163
SMB      -0.004441
HML       0.001426
dtype: float64, 65462: const     0.041463
vwretd    0.400296
SMB       0.016822
HML      -0.021207
dtype: float64, 65488: const     0.017743
vwretd    2.026636
SMB      -0.019536
HML       0.003117
dtype: float64, 65496: const    -0.012489
vwretd    1.408530
SMB       0.015134
HML       0.010077
dtype: float64, 65497: const     0.010295
vwretd    0.989917
SMB      -0.000332
HML      -0.006568
dtype: float64, 65509: const    -0.006870
vwretd    1.645307
SMB       0.004163
HML       0.013245
dtype: float64, 65510: const     0.005330
vwretd    0.276277
SMB       0.037685
HML      -0.003851
dtype: float64, 65517: const     0.002843
vwretd    0.685849
SMB       0.018545
HML       0.003460
dtype: float64, 65518: const     0.005497
vwretd    1.925210
SMB       0.009324
HML      -0.000228
dtype: float64, 65525: const    -0.021548
vwretd    1.738554
SMB       0.009704
HML       0.017703
dtype: float64, 65526: const    -0.003084
vwretd    1.520090
SMB       0.019768
HML       0.008167
dtype: float64, 65533: const     0.005690
vwretd    1.140016
SMB       0.002135
HML       0.003538
dtype: float64, 65534: const     0.020039
vwretd    0.004636
SMB       0.022257
HML      -0.006176
dtype: float64, 65541: const     0.008162
vwretd    0.628311
SMB       0.006872
HML       0.001579
dtype: float64, 65542: const     0.026858
vwretd    0.959933
SMB      -0.004133
HML      -0.003018
dtype: float64, 65568: const     0.003422
vwretd    0.327207
SMB       0.011420
HML       0.004796
dtype: float64, 65569: const     0.002606
vwretd    1.093302
SMB       0.002775
HML       0.006214
dtype: float64, 65576: const    -0.033877
vwretd    1.218120
SMB       0.022802
HML      -0.006680
dtype: float64, 65577: const     0.008189
vwretd    0.475553
SMB       0.008203
HML      -0.001378
dtype: float64, 65584: const    -0.001449
vwretd    1.323154
SMB       0.008424
HML       0.012895
dtype: float64, 65592: const     0.000213
vwretd    0.528567
SMB       0.006185
HML       0.008682
dtype: float64, 65593: const    -0.012229
vwretd    1.750881
SMB       0.031346
HML       0.019829
dtype: float64, 65605: const     0.015498
vwretd    0.618282
SMB       0.008022
HML      -0.007026
dtype: float64, 65606: const     0.005370
vwretd    0.626217
SMB       0.004554
HML       0.002815
dtype: float64, 65613: const    -0.006699
vwretd    1.639852
SMB      -0.001615
HML      -0.009859
dtype: float64, 65614: const    -0.004369
vwretd   -0.001230
SMB       0.009777
HML      -0.001722
dtype: float64, 65621: const    -0.032986
vwretd    0.896517
SMB      -0.001017
HML       0.012635
dtype: float64, 65622: const    -0.039715
vwretd    1.455326
SMB       0.001402
HML       0.005115
dtype: float64, 65648: const     0.001736
vwretd    0.450162
SMB       0.005459
HML       0.007291
dtype: float64, 65649: const     0.012227
vwretd    2.170917
SMB      -0.050442
HML      -0.019792
dtype: float64, 65656: const    -0.004026
vwretd    1.262890
SMB       0.002568
HML       0.008570
dtype: float64, 65657: const     0.004771
vwretd    3.792553
SMB      -0.021560
HML       0.041662
dtype: float64, 65664: const    -0.041265
vwretd    0.819010
SMB       0.018317
HML      -0.006144
dtype: float64, 65665: const     0.007546
vwretd    0.320050
SMB       0.008826
HML      -0.001400
dtype: float64, 65672: const     0.011060
vwretd    0.471386
SMB       0.002153
HML       0.001996
dtype: float64, 65673: const    -0.013319
vwretd    0.834989
SMB       0.011706
HML      -0.002980
dtype: float64, 65680: const    -0.265407
vwretd    5.482052
SMB      -0.080935
HML       0.068727
dtype: float64, 65681: const     0.003436
vwretd    3.268771
SMB      -0.074052
HML       0.068625
dtype: float64, 65699: const     0.022836
vwretd    1.450745
SMB       0.033120
HML       0.002421
dtype: float64, 65700: const     0.004420
vwretd    0.669715
SMB       0.004886
HML       0.004112
dtype: float64, 65701: const    -0.008171
vwretd    0.950553
SMB       0.014040
HML       0.009252
dtype: float64, 65702: const    -0.007750
vwretd    1.128499
SMB       0.004696
HML       0.009873
dtype: float64, 65728: const    -0.037903
vwretd    0.810890
SMB       0.004814
HML       0.017752
dtype: float64, 65729: const     0.021388
vwretd    2.135207
SMB      -0.001277
HML      -0.004895
dtype: float64, 65736: const     0.024939
vwretd    0.825115
SMB       0.039530
HML       0.005302
dtype: float64, 65737: const     0.016667
vwretd    0.231988
SMB       0.014634
HML      -0.001545
dtype: float64, 65744: const     0.009084
vwretd    0.411600
SMB       0.010458
HML      -0.010330
dtype: float64, 65752: const    -0.004504
vwretd    1.083573
SMB       0.009298
HML       0.006506
dtype: float64, 65753: const    -0.015992
vwretd    1.366741
SMB       0.017714
HML       0.009620
dtype: float64, 65760: const     0.001413
vwretd    0.084173
SMB       0.008230
HML      -0.011121
dtype: float64, 65761: const     0.014958
vwretd    0.376717
SMB       0.006669
HML      -0.000061
dtype: float64, 65779: const    -0.014725
vwretd    0.923791
SMB       0.032838
HML       0.001109
dtype: float64, 65787: const    -0.000212
vwretd    1.000361
SMB      -0.001206
HML       0.004720
dtype: float64, 65788: const     0.001190
vwretd   -1.267513
SMB       0.008053
HML      -0.012096
dtype: float64, 65795: const     0.021638
vwretd    0.175150
SMB       0.006198
HML      -0.001541
dtype: float64, 65796: const    -0.014748
vwretd    0.661836
SMB       0.008462
HML      -0.000446
dtype: float64, 65808: const    -0.005256
vwretd    1.110136
SMB       0.006140
HML       0.004197
dtype: float64, 65809: const    -0.099047
vwretd    2.042646
SMB       0.038006
HML       0.084327
dtype: float64, 65816: const    -0.007999
vwretd    1.655472
SMB       0.022450
HML       0.013719
dtype: float64, 65817: const    -0.004870
vwretd    1.269053
SMB       0.006700
HML       0.006679
dtype: float64, 65824: const     0.036402
vwretd   -0.073750
SMB       0.023772
HML      -0.020692
dtype: float64, 65825: const     0.013157
vwretd    0.976256
SMB       0.007368
HML      -0.005081
dtype: float64, 65832: const     0.013456
vwretd    0.635159
SMB       0.005879
HML       0.000026
dtype: float64, 65833: const    -0.005459
vwretd   -0.062953
SMB       0.025095
HML      -0.018010
dtype: float64, 65840: const     0.004736
vwretd    1.080739
SMB       0.019523
HML       0.008772
dtype: float64, 65859: const     0.006352
vwretd    0.787062
SMB      -0.004789
HML       0.003968
dtype: float64, 65860: const     0.016244
vwretd    0.935946
SMB       0.007365
HML      -0.000280
dtype: float64, 65867: const    -0.011337
vwretd    0.814055
SMB       0.017453
HML      -0.000392
dtype: float64, 65875: const     0.003334
vwretd    0.643116
SMB      -0.006751
HML      -0.000131
dtype: float64, 65883: const     0.003754
vwretd    0.848665
SMB      -0.006899
HML       0.002975
dtype: float64, 65884: const    -0.006132
vwretd    0.366240
SMB       0.013645
HML       0.000030
dtype: float64, 65891: const    -0.035277
vwretd    0.956777
SMB       0.014988
HML       0.016195
dtype: float64, 65904: const     0.012883
vwretd    1.507321
SMB       0.018445
HML      -0.009480
dtype: float64, 65905: const     0.002585
vwretd    0.599349
SMB       0.003128
HML       0.004228
dtype: float64, 65912: const     0.001145
vwretd    0.877559
SMB      -0.004855
HML       0.000750
dtype: float64, 65913: const    -0.016416
vwretd    1.337713
SMB       0.019137
HML       0.023676
dtype: float64, 65920: const     0.003847
vwretd    0.514372
SMB       0.008379
HML       0.004374
dtype: float64, 65921: const     0.008982
vwretd    0.986333
SMB       0.004137
HML       0.009478
dtype: float64, 65939: const     0.003172
vwretd    0.882229
SMB       0.001527
HML       0.007304
dtype: float64, 65940: const    -0.002261
vwretd    0.498684
SMB       0.010921
HML       0.004969
dtype: float64, 65947: const     0.006794
vwretd    0.525232
SMB       0.001672
HML       0.003793
dtype: float64, 65948: const    -0.003763
vwretd    0.660384
SMB       0.025356
HML       0.019898
dtype: float64, 65955: const     0.000429
vwretd    1.624058
SMB       0.024049
HML       0.015293
dtype: float64, 65956: const     0.087401
vwretd    1.212312
SMB       0.028200
HML      -0.030429
dtype: float64, 65963: const     0.012168
vwretd    0.119333
SMB       0.005087
HML      -0.013503
dtype: float64, 65964: const     0.000276
vwretd    1.170407
SMB       0.015454
HML       0.001219
dtype: float64, 65971: const    -0.011760
vwretd    1.238821
SMB       0.016184
HML       0.010888
dtype: float64, 65972: const     0.021604
vwretd    0.253249
SMB       0.022974
HML       0.000430
dtype: float64, 65999: const     0.024356
vwretd    0.425277
SMB       0.011573
HML      -0.011050
dtype: float64, 66018: const    -0.000225
vwretd    0.839259
SMB      -0.006426
HML       0.003080
dtype: float64, 66026: const     0.004883
vwretd    0.770835
SMB      -0.006279
HML       0.000098
dtype: float64, 66027: const    -0.001695
vwretd    0.909096
SMB       0.011197
HML       0.002516
dtype: float64, 66034: const     0.008385
vwretd    1.519659
SMB       0.024195
HML      -0.001763
dtype: float64, 66035: const      0.859257
vwretd    73.715043
SMB       -1.114341
HML       -0.719993
dtype: float64, 66042: const     0.014427
vwretd    0.182046
SMB       0.000568
HML      -0.000059
dtype: float64, 66043: const     0.031174
vwretd    0.965918
SMB      -0.015833
HML       0.005634
dtype: float64, 66050: const    -0.013901
vwretd    1.470471
SMB       0.006820
HML       0.013079
dtype: float64, 66051: const    -0.040585
vwretd    4.215233
SMB      -0.080452
HML      -0.066103
dtype: float64, 66069: const     0.010628
vwretd    1.112280
SMB       0.000786
HML      -0.001047
dtype: float64, 66070: const     0.005322
vwretd    1.496435
SMB       0.019691
HML       0.000939
dtype: float64, 66077: const    -0.019997
vwretd    1.579794
SMB       0.006726
HML       0.012332
dtype: float64, 66078: const     0.007352
vwretd    0.690796
SMB       0.011070
HML       0.006929
dtype: float64, 66085: const    -0.018742
vwretd    1.954129
SMB       0.000364
HML       0.013817
dtype: float64, 66086: const     0.001000
vwretd    1.100737
SMB       0.006520
HML       0.005282
dtype: float64, 66093: const     0.002354
vwretd    0.711264
SMB      -0.005382
HML       0.002802
dtype: float64, 66094: const     0.134521
vwretd    2.296739
SMB       0.012971
HML      -0.015452
dtype: float64, 66106: const    -0.027819
vwretd    1.516764
SMB       0.014612
HML       0.004126
dtype: float64, 66114: const     0.000285
vwretd    1.471157
SMB       0.003901
HML       0.008088
dtype: float64, 66115: const    -0.013612
vwretd    0.419153
SMB       0.014235
HML      -0.000327
dtype: float64, 66122: const     0.008583
vwretd    0.663899
SMB      -0.001124
HML      -0.000301
dtype: float64, 66123: const     0.004227
vwretd    1.063934
SMB       0.020075
HML      -0.006088
dtype: float64, 66130: const    -0.016329
vwretd    1.397693
SMB       0.002093
HML       0.004995
dtype: float64, 66149: const     0.012132
vwretd    0.636833
SMB       0.015542
HML       0.007016
dtype: float64, 66157: const    -0.001592
vwretd    1.067066
SMB      -0.002050
HML       0.007932
dtype: float64, 66158: const    -0.078104
vwretd    2.133303
SMB       0.003712
HML       0.011390
dtype: float64, 66165: const     0.004395
vwretd    0.972607
SMB       0.013950
HML       0.005015
dtype: float64, 66166: const     0.000246
vwretd    0.663781
SMB       0.026491
HML      -0.005559
dtype: float64, 66173: const    -0.004537
vwretd    0.696079
SMB       0.031613
HML       0.000610
dtype: float64, 66174: const     0.010808
vwretd    0.591770
SMB       0.007308
HML      -0.006865
dtype: float64, 66181: const     0.012112
vwretd    1.048950
SMB       0.000613
HML      -0.001225
dtype: float64, 66202: const    -0.003293
vwretd    1.605520
SMB       0.068691
HML       0.046525
dtype: float64, 66203: const    -0.043398
vwretd   -1.252256
SMB       0.079041
HML       0.090241
dtype: float64, 66210: const     0.009070
vwretd    0.362349
SMB       0.005247
HML       0.000920
dtype: float64, 66211: const     0.058246
vwretd    0.794226
SMB       0.046552
HML      -0.003926
dtype: float64, 66229: const     0.014262
vwretd    0.567836
SMB       0.010532
HML      -0.003946
dtype: float64, 66230: const    -0.025458
vwretd    0.297973
SMB       0.006912
HML      -0.012798
dtype: float64, 66237: const     0.019205
vwretd    0.985883
SMB       0.017411
HML      -0.005346
dtype: float64, 66238: const     0.007900
vwretd    1.308307
SMB       0.010304
HML       0.004235
dtype: float64, 66245: const     0.001767
vwretd    1.224322
SMB       0.008934
HML       0.008286
dtype: float64, 66246: const    -0.036269
vwretd    1.999159
SMB       0.020425
HML       0.007385
dtype: float64, 66253: const     0.000233
vwretd    1.087846
SMB       0.007092
HML      -0.001293
dtype: float64, 66254: const    -0.003741
vwretd    1.039558
SMB       0.008091
HML       0.003957
dtype: float64, 66261: const    -0.023603
vwretd    0.458655
SMB       0.007702
HML      -0.001098
dtype: float64, 66262: const     0.009287
vwretd    0.319353
SMB       0.006032
HML       0.002758
dtype: float64, 66288: const    -0.008995
vwretd    1.154259
SMB       0.011361
HML      -0.000480
dtype: float64, 66289: const    -0.002519
vwretd    0.660001
SMB       0.018440
HML       0.005266
dtype: float64, 66296: const     0.010678
vwretd    0.590394
SMB       0.003557
HML      -0.001085
dtype: float64, 66297: const     0.007200
vwretd    0.325533
SMB       0.013048
HML       0.009189
dtype: float64, 66309: const    -0.004677
vwretd    0.946662
SMB       0.005239
HML       0.008112
dtype: float64, 66310: const    -0.004524
vwretd    0.034692
SMB       0.019216
HML       0.000874
dtype: float64, 66317: const     0.024750
vwretd    0.455336
SMB      -0.002678
HML      -0.030591
dtype: float64, 66318: const     0.016227
vwretd    4.169095
SMB      -0.064142
HML      -0.060621
dtype: float64, 66325: const     0.003979
vwretd    1.053536
SMB      -0.001359
HML       0.006106
dtype: float64, 66326: const    -0.040613
vwretd    0.636398
SMB       0.032709
HML       0.021485
dtype: float64, 66333: const    -0.000916
vwretd    0.980578
SMB      -0.002945
HML      -0.000886
dtype: float64, 66334: const     0.006718
vwretd    0.158922
SMB       0.011832
HML       0.018105
dtype: float64, 66341: const    -0.033178
vwretd    0.822482
SMB       0.021296
HML       0.013878
dtype: float64, 66342: const    -0.057875
vwretd    1.107632
SMB       0.074177
HML       0.023469
dtype: float64, 66368: const    -0.001989
vwretd    1.272588
SMB       0.010236
HML       0.003371
dtype: float64, 66369: const    -0.006947
vwretd    1.414510
SMB       0.019403
HML       0.005673
dtype: float64, 66376: const     0.007775
vwretd    0.927939
SMB       0.000220
HML       0.003505
dtype: float64, 66384: const     0.003759
vwretd    1.486604
SMB       0.007295
HML      -0.002406
dtype: float64, 66385: const    -0.023294
vwretd    1.040431
SMB       0.006963
HML       0.000775
dtype: float64, 66392: const     0.002387
vwretd    0.467742
SMB       0.006701
HML       0.007624
dtype: float64, 66393: const     0.005426
vwretd    0.952682
SMB       0.003422
HML       0.000492
dtype: float64, 66405: const     0.000373
vwretd    0.855717
SMB       0.014900
HML      -0.001026
dtype: float64, 66406: const     0.039272
vwretd    0.616252
SMB       0.009861
HML      -0.007517
dtype: float64, 66413: const    -0.001546
vwretd    1.209930
SMB       0.010032
HML       0.014170
dtype: float64, 66414: const     0.020432
vwretd    0.106309
SMB      -0.000160
HML      -0.003259
dtype: float64, 66421: const    -0.010422
vwretd    0.679772
SMB       0.017270
HML       0.001973
dtype: float64, 66422: const    -0.005414
vwretd    0.893379
SMB       0.010645
HML       0.003707
dtype: float64, 66448: const    -0.038731
vwretd    1.134953
SMB       0.004835
HML       0.012713
dtype: float64, 66449: const    -0.001348
vwretd    1.555615
SMB      -0.006411
HML      -0.005690
dtype: float64, 66456: const    -0.022571
vwretd    2.174083
SMB       0.018215
HML       0.026012
dtype: float64, 66464: const    -0.005506
vwretd    1.225391
SMB       0.006790
HML       0.003580
dtype: float64, 66465: const     0.004646
vwretd    1.256698
SMB       0.010223
HML       0.007230
dtype: float64, 66472: const    -0.002312
vwretd    1.317833
SMB       0.016018
HML       0.014364
dtype: float64, 66473: const    -0.070862
vwretd    1.399423
SMB       0.021391
HML       0.020785
dtype: float64, 66480: const     0.001664
vwretd    0.584597
SMB       0.010188
HML      -0.007698
dtype: float64, 66481: const    -0.040682
vwretd    1.455827
SMB       0.004899
HML       0.022895
dtype: float64, 66499: const     0.031784
vwretd    0.705723
SMB       0.018246
HML      -0.012407
dtype: float64, 66500: const     0.007276
vwretd    0.033831
SMB      -0.001872
HML       0.001232
dtype: float64, 66501: const    -0.004782
vwretd    0.708153
SMB       0.005069
HML      -0.001255
dtype: float64, 66528: const    -0.043234
vwretd    1.811960
SMB       0.006701
HML       0.029136
dtype: float64, 66529: const    -0.022213
vwretd    1.199614
SMB       0.000825
HML      -0.000417
dtype: float64, 66536: const     0.017780
vwretd    0.262868
SMB       0.033828
HML      -0.008596
dtype: float64, 66537: const    -0.012379
vwretd    1.516639
SMB       0.011178
HML      -0.008327
dtype: float64, 66544: const     0.011237
vwretd    0.879251
SMB       0.005156
HML      -0.003623
dtype: float64, 66545: const    -0.002889
vwretd    0.904323
SMB       0.007514
HML       0.004617
dtype: float64, 66552: const    -0.002015
vwretd    1.590813
SMB       0.004748
HML       0.010515
dtype: float64, 66553: const     0.012162
vwretd    0.474905
SMB       0.006097
HML      -0.002032
dtype: float64, 66560: const    -0.029946
vwretd    3.249358
SMB       0.031235
HML       0.027923
dtype: float64, 66561: const     0.007612
vwretd    0.408036
SMB       0.006278
HML       0.000247
dtype: float64, 66579: const    -0.050190
vwretd    2.194443
SMB       0.017372
HML       0.028602
dtype: float64, 66580: const    -0.018205
vwretd   -0.148139
SMB       0.003582
HML      -0.000156
dtype: float64, 66587: const    -0.000526
vwretd    1.048652
SMB       0.010344
HML       0.005215
dtype: float64, 66588: const    -0.012134
vwretd    1.127359
SMB       0.009037
HML       0.003597
dtype: float64, 66595: const    -0.010354
vwretd    1.483966
SMB       0.028036
HML       0.016924
dtype: float64, 66596: const    -0.095548
vwretd   -0.429674
SMB      -0.003425
HML       0.026682
dtype: float64, 66608: const     0.009023
vwretd    0.645362
SMB       0.012013
HML      -0.004361
dtype: float64, 66609: const    -0.152816
vwretd    1.183183
SMB       0.013968
HML       0.029597
dtype: float64, 66616: const     0.000210
vwretd    1.261994
SMB       0.003090
HML       0.000510
dtype: float64, 66617: const     0.003686
vwretd    1.053074
SMB       0.007383
HML       0.011614
dtype: float64, 66624: const     0.000426
vwretd    0.556302
SMB       0.015686
HML       0.005125
dtype: float64, 66625: const     0.007426
vwretd    0.001866
SMB       0.004790
HML       0.000211
dtype: float64, 66632: const     0.003129
vwretd   -0.115749
SMB       0.017068
HML       0.001985
dtype: float64, 66633: const     0.006258
vwretd   -0.084962
SMB      -0.000071
HML      -0.004524
dtype: float64, 66640: const     0.012431
vwretd    1.179012
SMB       0.005756
HML      -0.000092
dtype: float64, 66641: const    -0.009352
vwretd    0.616678
SMB       0.017793
HML      -0.007330
dtype: float64, 66659: const     0.002013
vwretd    0.542847
SMB       0.007997
HML       0.001383
dtype: float64, 66660: const     0.012489
vwretd   -3.072653
SMB       0.011130
HML       0.060073
dtype: float64, 66667: const     0.001823
vwretd    0.942737
SMB       0.015141
HML      -0.000447
dtype: float64, 66668: const    -0.137885
vwretd    0.592040
SMB       0.020988
HML       0.002506
dtype: float64, 66675: const    -0.016232
vwretd    0.834774
SMB       0.004020
HML       0.003466
dtype: float64, 66676: const     0.048783
vwretd   -0.196368
SMB      -0.017918
HML      -0.021281
dtype: float64, 66683: const     0.005147
vwretd    1.189347
SMB       0.007572
HML       0.012854
dtype: float64, 66684: const    -0.013237
vwretd    0.075382
SMB      -0.001355
HML      -0.000367
dtype: float64, 66691: const     0.035536
vwretd    0.203982
SMB      -0.000739
HML      -0.005256
dtype: float64, 66692: const     0.015883
vwretd    0.353851
SMB       0.031182
HML      -0.020068
dtype: float64, 66704: const    -0.041187
vwretd    1.618566
SMB       0.022253
HML      -0.027077
dtype: float64, 66705: const    -0.009418
vwretd    0.944190
SMB       0.022683
HML      -0.004635
dtype: float64, 66712: const    -0.088026
vwretd    0.934689
SMB       0.037167
HML       0.007187
dtype: float64, 66713: const     0.005721
vwretd    1.349976
SMB       0.008126
HML      -0.001226
dtype: float64, 66720: const     0.006226
vwretd    1.101227
SMB       0.013824
HML       0.000592
dtype: float64, 66721: const    -0.002986
vwretd    0.759972
SMB       0.018657
HML       0.004650
dtype: float64, 66739: const    -0.005809
vwretd    1.453833
SMB       0.006904
HML       0.014631
dtype: float64, 66740: const     0.000973
vwretd    0.507763
SMB       0.002486
HML       0.009520
dtype: float64, 66747: const     0.001847
vwretd    0.913046
SMB       0.009703
HML       0.007313
dtype: float64, 66748: const     0.009419
vwretd    0.245289
SMB       0.026045
HML       0.004241
dtype: float64, 66755: const     0.031518
vwretd    0.619552
SMB       0.007438
HML      -0.016251
dtype: float64, 66756: const     0.029774
vwretd    0.302003
SMB       0.002219
HML      -0.002129
dtype: float64, 66764: const    -0.013580
vwretd    0.071794
SMB       0.013341
HML       0.004340
dtype: float64, 66771: const     0.003411
vwretd    1.559451
SMB       0.003404
HML       0.008202
dtype: float64, 66798: const     0.003872
vwretd    1.677445
SMB       0.002108
HML       0.005630
dtype: float64, 66799: const    -0.001520
vwretd    1.277146
SMB       0.004576
HML       0.003964
dtype: float64, 66800: const    -0.004300
vwretd    1.623129
SMB      -0.005382
HML       0.009218
dtype: float64, 66801: const    -0.007290
vwretd    0.972932
SMB       0.028322
HML      -0.001042
dtype: float64, 66819: const     0.000240
vwretd    1.643500
SMB       0.014926
HML       0.010457
dtype: float64, 66827: const     0.108539
vwretd    0.562923
SMB       0.090895
HML       0.087896
dtype: float64, 66828: const     0.009291
vwretd    1.065284
SMB       0.014007
HML      -0.005053
dtype: float64, 66835: const    -0.001011
vwretd    0.990532
SMB      -0.003449
HML      -0.000639
dtype: float64, 66836: const    -0.001321
vwretd    1.617841
SMB       0.019478
HML      -0.001815
dtype: float64, 66843: const    -0.042567
vwretd    1.475024
SMB       0.000091
HML      -0.002632
dtype: float64, 66844: const     0.050486
vwretd   -0.695948
SMB      -0.000143
HML      -0.006280
dtype: float64, 66851: const     0.001114
vwretd    0.627050
SMB       0.011112
HML       0.006869
dtype: float64, 66852: const     0.000743
vwretd    1.009030
SMB       0.008295
HML       0.001271
dtype: float64, 66878: const     0.002368
vwretd    1.384824
SMB       0.003383
HML       0.005293
dtype: float64, 66879: const     0.009107
vwretd    1.034538
SMB       0.007108
HML      -0.002149
dtype: float64, 66886: const    -0.064050
vwretd    1.828002
SMB      -0.004736
HML       0.040846
dtype: float64, 66894: const    -0.005649
vwretd    1.209278
SMB       0.010784
HML      -0.003813
dtype: float64, 66907: const     0.045809
vwretd    0.501917
SMB       0.010107
HML      -0.000800
dtype: float64, 66915: const    -0.041867
vwretd    1.397937
SMB       0.004465
HML       0.006989
dtype: float64, 66916: const    -0.062940
vwretd    0.439731
SMB      -0.025073
HML      -0.031117
dtype: float64, 66923: const     0.013358
vwretd    0.601833
SMB       0.005973
HML      -0.003707
dtype: float64, 66924: const    -0.045993
vwretd    1.607043
SMB       0.005590
HML       0.006107
dtype: float64, 66931: const     0.010282
vwretd    0.807340
SMB      -0.001376
HML      -0.011494
dtype: float64, 66932: const     0.010065
vwretd    0.266676
SMB       0.019477
HML      -0.002894
dtype: float64, 66958: const     0.017872
vwretd   -0.025690
SMB       0.003472
HML      -0.036768
dtype: float64, 66959: const    -0.008372
vwretd    0.640499
SMB       0.030458
HML       0.004235
dtype: float64, 66966: const    -0.009409
vwretd    0.778163
SMB      -0.003976
HML       0.006601
dtype: float64, 66967: const    -0.003775
vwretd    0.794350
SMB       0.003073
HML       0.008775
dtype: float64, 66974: const    -0.028293
vwretd    1.013680
SMB      -0.000951
HML       0.014740
dtype: float64, 66975: const     0.016801
vwretd    1.399405
SMB       0.006321
HML      -0.013985
dtype: float64, 66982: const     0.002759
vwretd    0.280732
SMB       0.006034
HML       0.003901
dtype: float64, 66983: const    -0.124394
vwretd    2.410614
SMB       0.037257
HML       0.015142
dtype: float64, 66990: const     0.000991
vwretd    0.798874
SMB       0.011442
HML       0.010885
dtype: float64, 66991: const    -0.000095
vwretd    0.376980
SMB       0.011998
HML       0.004619
dtype: float64, 67002: const    -0.006673
vwretd    0.990209
SMB       0.011703
HML       0.007939
dtype: float64, 67003: const    -0.001471
vwretd    1.600411
SMB       0.004724
HML       0.011470
dtype: float64, 67010: const     0.002674
vwretd    1.505863
SMB       0.015092
HML      -0.000572
dtype: float64, 67011: const    -0.043992
vwretd    0.366161
SMB       0.040559
HML       0.002802
dtype: float64, 67029: const     0.001297
vwretd    0.889316
SMB       0.011424
HML      -0.002796
dtype: float64, 67030: const    -0.002363
vwretd    1.267800
SMB       0.005148
HML       0.005846
dtype: float64, 67037: const    -0.002739
vwretd    1.016650
SMB       0.018879
HML      -0.003967
dtype: float64, 67038: const     0.0
vwretd    0.0
SMB       0.0
HML       0.0
dtype: float64, 67045: const    -0.022433
vwretd    2.470198
SMB       0.021696
HML       0.003766
dtype: float64, 67046: const    -0.000842
vwretd    0.956679
SMB       0.002575
HML       0.008661
dtype: float64, 67053: const    -0.013186
vwretd    0.921610
SMB       0.006290
HML       0.007210
dtype: float64, 67061: const    -0.009155
vwretd    0.769056
SMB       0.004375
HML       0.011906
dtype: float64, 67062: const    -0.006203
vwretd    1.266971
SMB       0.014516
HML       0.010731
dtype: float64, 67088: const     0.012945
vwretd    0.418051
SMB       0.003456
HML       0.001555
dtype: float64, 67089: const     0.004304
vwretd    0.195178
SMB       0.001096
HML       0.004812
dtype: float64, 67096: const    -0.003323
vwretd    0.713277
SMB       0.010408
HML       0.013313
dtype: float64, 67097: const    -0.011622
vwretd    3.701879
SMB      -0.008782
HML       0.034191
dtype: float64, 67109: const    -0.072302
vwretd    3.151570
SMB       0.045195
HML      -0.001779
dtype: float64, 67110: const     0.003870
vwretd    0.353489
SMB       0.008595
HML       0.007419
dtype: float64, 67117: const    -0.019909
vwretd    0.463570
SMB       0.038062
HML       0.007312
dtype: float64, 67118: const    -0.017462
vwretd   -0.274490
SMB       0.019776
HML      -0.004078
dtype: float64, 67125: const     0.014834
vwretd    0.032427
SMB      -0.007962
HML      -0.015479
dtype: float64, 67126: const    -0.031246
vwretd    2.278474
SMB       0.022579
HML       0.019354
dtype: float64, 67133: const     0.044794
vwretd    0.455796
SMB       0.035333
HML      -0.039523
dtype: float64, 67141: const    -0.002527
vwretd    0.083783
SMB      -0.007243
HML      -0.005399
dtype: float64, 67168: const     0.002818
vwretd    0.973969
SMB       0.007223
HML      -0.009245
dtype: float64, 67169: const     0.012440
vwretd   -0.167834
SMB       0.001638
HML       0.009478
dtype: float64, 67176: const    -0.002024
vwretd    1.118667
SMB       0.005709
HML       0.012197
dtype: float64, 67177: const    -0.002547
vwretd    1.069233
SMB       0.010460
HML       0.010055
dtype: float64, 67185: const     0.058456
vwretd    3.714419
SMB      -0.022635
HML       0.025346
dtype: float64, 67192: const     0.008275
vwretd    1.079274
SMB       0.029827
HML       0.001505
dtype: float64, 67193: const     0.005725
vwretd    0.849022
SMB       0.005737
HML       0.002527
dtype: float64, 67205: const    -0.016490
vwretd    2.709540
SMB       0.037188
HML       0.066834
dtype: float64, 67206: const    -0.019972
vwretd   -0.020890
SMB       0.020829
HML      -0.015593
dtype: float64, 67213: const    -0.010048
vwretd    0.179639
SMB       0.005694
HML      -0.000517
dtype: float64, 67214: const     0.063159
vwretd    0.188079
SMB       0.006634
HML      -0.014465
dtype: float64, 67221: const    -0.057692
vwretd    1.490852
SMB       0.022240
HML      -0.009772
dtype: float64, 67222: const    -0.032295
vwretd    1.430753
SMB      -0.004614
HML      -0.011234
dtype: float64, 67248: const    -0.008601
vwretd    1.421992
SMB       0.002912
HML       0.007201
dtype: float64, 67249: const     0.036840
vwretd    0.616364
SMB      -0.011655
HML      -0.006876
dtype: float64, 67256: const     0.052746
vwretd    0.548779
SMB       0.012087
HML      -0.053932
dtype: float64, 67257: const    -0.017799
vwretd    1.186255
SMB       0.018344
HML       0.001060
dtype: float64, 67264: const    -0.000731
vwretd    0.624725
SMB       0.004653
HML       0.008233
dtype: float64, 67265: const    -0.019379
vwretd    0.154132
SMB       0.004639
HML       0.007366
dtype: float64, 67272: const     0.005997
vwretd    0.495900
SMB       0.003811
HML       0.005437
dtype: float64, 67273: const    -0.007110
vwretd   -0.360926
SMB       0.012490
HML      -0.016660
dtype: float64, 67280: const    -0.040873
vwretd    2.099589
SMB       0.016469
HML       0.023524
dtype: float64, 67299: const    -0.025093
vwretd    1.478307
SMB       0.011093
HML      -0.003851
dtype: float64, 67300: const     0.003773
vwretd    0.629464
SMB       0.008225
HML       0.000711
dtype: float64, 67301: const    -0.068411
vwretd    1.754770
SMB       0.005813
HML       0.003031
dtype: float64, 67328: const     0.004799
vwretd    1.185872
SMB       0.008896
HML       0.003437
dtype: float64, 67329: const    -0.107961
vwretd    3.184060
SMB       0.061424
HML       0.021356
dtype: float64, 67336: const    -0.004304
vwretd    1.628523
SMB       0.084359
HML       0.033630
dtype: float64, 67344: const     0.004428
vwretd    0.912025
SMB       0.018967
HML       0.016067
dtype: float64, 67345: const    -0.006407
vwretd    1.654149
SMB       0.020679
HML      -0.001074
dtype: float64, 67352: const    -0.081553
vwretd    1.875002
SMB       0.012597
HML       0.022383
dtype: float64, 67353: const     0.030045
vwretd    1.394031
SMB       0.020196
HML       0.005986
dtype: float64, 67360: const     0.005772
vwretd    0.382361
SMB       0.000160
HML       0.000921
dtype: float64, 67361: const    -0.009566
vwretd    1.849126
SMB       0.015164
HML       0.010071
dtype: float64, 67379: const    -0.086411
vwretd    1.622878
SMB       0.004545
HML       0.024244
dtype: float64, 67380: const    -0.007758
vwretd    0.041932
SMB      -0.000838
HML      -0.001594
dtype: float64, 67387: const    -0.021391
vwretd    1.125531
SMB      -0.004987
HML       0.006252
dtype: float64, 67396: const    -0.024189
vwretd    1.030013
SMB       0.009825
HML       0.003005
dtype: float64, 67408: const    -0.031260
vwretd    0.680328
SMB      -0.004788
HML       0.001078
dtype: float64, 67409: const    -0.026124
vwretd   -0.639476
SMB       0.024193
HML       0.023414
dtype: float64, 67416: const     0.031256
vwretd    0.604803
SMB       0.007938
HML      -0.000203
dtype: float64, 67417: const    -0.039485
vwretd    1.007182
SMB      -0.004090
HML       0.004608
dtype: float64, 67425: const    -0.021387
vwretd    1.618480
SMB       0.019154
HML       0.029567
dtype: float64, 67432: const    -0.001311
vwretd    1.558556
SMB       0.008320
HML       0.008355
dtype: float64, 67433: const    -0.040923
vwretd    3.256260
SMB       0.006414
HML       0.012860
dtype: float64, 67440: const     0.001447
vwretd    0.175320
SMB      -0.004092
HML       0.005137
dtype: float64, 67441: const     0.004128
vwretd    0.919715
SMB       0.005172
HML       0.002133
dtype: float64, 67459: const     0.009757
vwretd    1.437234
SMB      -0.000591
HML       0.000095
dtype: float64, 67467: const     0.001667
vwretd    1.213524
SMB       0.003163
HML       0.003420
dtype: float64, 67468: const    -0.030721
vwretd    1.045006
SMB       0.015653
HML       0.001708
dtype: float64, 67475: const    -0.012730
vwretd    0.728368
SMB      -0.009876
HML      -0.005304
dtype: float64, 67476: const     0.008503
vwretd    0.722035
SMB       0.004998
HML       0.005278
dtype: float64, 67483: const    -0.002747
vwretd    0.839196
SMB      -0.005762
HML       0.005510
dtype: float64, 67484: const    -0.033494
vwretd    1.140456
SMB       0.007234
HML      -0.014459
dtype: float64, 67491: const    -0.021305
vwretd    1.303574
SMB      -0.000975
HML       0.013620
dtype: float64, 67492: const    -0.001470
vwretd    0.510319
SMB       0.010277
HML       0.006108
dtype: float64, 67504: const    -0.003544
vwretd    1.372632
SMB       0.007310
HML       0.010045
dtype: float64, 67505: const     0.121856
vwretd    0.439243
SMB      -0.002082
HML      -0.007560
dtype: float64, 67512: const    -0.052378
vwretd    0.746445
SMB       0.017053
HML       0.006832
dtype: float64, 67520: const    -0.003021
vwretd    1.515298
SMB      -0.000175
HML      -0.008845
dtype: float64, 67521: const     0.070583
vwretd   -0.922266
SMB      -0.033179
HML      -0.042932
dtype: float64, 67539: const    -0.001057
vwretd    0.548893
SMB      -0.002126
HML       0.006334
dtype: float64, 67540: const     0.004309
vwretd    0.709417
SMB       0.008793
HML      -0.004114
dtype: float64, 67547: const     0.018237
vwretd    0.187130
SMB       0.016131
HML       0.005898
dtype: float64, 67555: const    -0.024443
vwretd    1.705276
SMB       0.007152
HML      -0.009741
dtype: float64, 67556: const    -0.007248
vwretd    0.434119
SMB       0.002399
HML      -0.000839
dtype: float64, 67563: const    -0.013516
vwretd    1.612578
SMB       0.001307
HML       0.017656
dtype: float64, 67564: const     0.012059
vwretd    0.916916
SMB       0.008499
HML      -0.007995
dtype: float64, 67571: const     0.011220
vwretd    1.743889
SMB       0.008654
HML      -0.002778
dtype: float64, 67572: const     0.023759
vwretd   -0.102330
SMB       0.009659
HML      -0.006664
dtype: float64, 67598: const     0.005832
vwretd    0.555557
SMB       0.000484
HML       0.004274
dtype: float64, 67599: const     0.001225
vwretd    0.376972
SMB       0.009112
HML      -0.002432
dtype: float64, 67600: const     0.025344
vwretd    0.313311
SMB      -0.021721
HML      -0.022279
dtype: float64, 67601: const     0.070532
vwretd    0.497881
SMB       0.022873
HML      -0.014904
dtype: float64, 67619: const    -0.015737
vwretd    0.895689
SMB       0.010255
HML       0.014223
dtype: float64, 67620: const    -0.000556
vwretd    0.775019
SMB       0.012871
HML       0.006469
dtype: float64, 67627: const     0.018065
vwretd    1.066886
SMB       0.007365
HML      -0.003738
dtype: float64, 67628: const     0.007775
vwretd    1.246045
SMB       0.008384
HML       0.014218
dtype: float64, 67635: const     0.048168
vwretd    0.426115
SMB       0.018421
HML       0.015855
dtype: float64, 67636: const    -0.052374
vwretd    0.290673
SMB      -0.012177
HML      -0.005060
dtype: float64, 67643: const     0.015203
vwretd    0.611292
SMB       0.023207
HML       0.010159
dtype: float64, 67651: const    -0.051171
vwretd    1.244335
SMB       0.009467
HML       0.008708
dtype: float64, 67652: const    -0.004916
vwretd    0.590938
SMB       0.009303
HML       0.007961
dtype: float64, 67678: const     0.003372
vwretd    1.203996
SMB       0.005661
HML       0.001537
dtype: float64, 67679: const     0.021329
vwretd    0.277818
SMB       0.003215
HML      -0.006606
dtype: float64, 67686: const    -0.061543
vwretd    1.664700
SMB       0.005106
HML       0.020964
dtype: float64, 67687: const    -0.121608
vwretd    0.321557
SMB       0.044740
HML       0.016195
dtype: float64, 67694: const    -0.039521
vwretd    1.856033
SMB       0.012751
HML       0.004710
dtype: float64, 67695: const     0.038882
vwretd   -0.094718
SMB       0.000799
HML      -0.007545
dtype: float64, 67707: const     0.028774
vwretd    0.230920
SMB       0.015828
HML      -0.007651
dtype: float64, 67708: const    -0.001244
vwretd    1.066968
SMB       0.006397
HML       0.006061
dtype: float64, 67715: const     0.010977
vwretd    0.885896
SMB       0.008261
HML      -0.008896
dtype: float64, 67716: const    -0.047280
vwretd    0.339409
SMB       0.031853
HML      -0.013985
dtype: float64, 67723: const     0.013497
vwretd    0.865169
SMB       0.009698
HML       0.008556
dtype: float64, 67724: const       1.873529
vwretd    187.442071
SMB        -2.756027
HML        -1.762013
dtype: float64, 67731: const    -0.020166
vwretd    1.471536
SMB       0.009916
HML       0.008684
dtype: float64, 67732: const    -0.007698
vwretd    1.338152
SMB       0.014164
HML       0.012615
dtype: float64, 67758: const    -0.007947
vwretd    0.398339
SMB       0.005545
HML       0.006980
dtype: float64, 67759: const     0.007958
vwretd    0.859093
SMB       0.027069
HML       0.012929
dtype: float64, 67766: const     0.003380
vwretd    1.035866
SMB       0.023441
HML      -0.009435
dtype: float64, 67774: const     0.001989
vwretd    0.611419
SMB      -0.002087
HML       0.005102
dtype: float64, 67775: const    -0.050754
vwretd    0.900984
SMB       0.009269
HML       0.011282
dtype: float64, 67782: const     0.023792
vwretd    0.631787
SMB       0.001968
HML      -0.010390
dtype: float64, 67783: const     0.041817
vwretd    0.863177
SMB       0.013504
HML      -0.007347
dtype: float64, 67790: const    -0.015757
vwretd    1.670938
SMB       0.007832
HML       0.007540
dtype: float64, 67791: const     0.007244
vwretd    0.789665
SMB       0.005067
HML       0.007584
dtype: float64, 67803: const    -0.010200
vwretd    0.752963
SMB       0.013880
HML       0.001622
dtype: float64, 67838: const     0.001225
vwretd    0.725905
SMB       0.003879
HML       0.003673
dtype: float64, 67846: const    -0.116154
vwretd    1.443961
SMB      -0.026636
HML      -0.016061
dtype: float64, 67847: const     0.019446
vwretd    0.453796
SMB       0.002809
HML       0.004393
dtype: float64, 67854: const     0.002600
vwretd    0.402970
SMB       0.004741
HML       0.005660
dtype: float64, 67855: const    -0.012345
vwretd    1.273224
SMB      -0.007664
HML       0.003648
dtype: float64, 67862: const    -0.009986
vwretd    0.931664
SMB       0.006799
HML       0.016236
dtype: float64, 67863: const     0.021057
vwretd   -0.001160
SMB      -0.036671
HML      -0.042779
dtype: float64, 67870: const    -0.005110
vwretd    0.739569
SMB       0.013378
HML       0.020200
dtype: float64, 67871: const    -0.070629
vwretd    1.177080
SMB       0.023265
HML       0.022183
dtype: float64, 67889: const    -0.008242
vwretd    0.925338
SMB       0.005429
HML      -0.000871
dtype: float64, 67897: const     0.029215
vwretd    1.532073
SMB       0.024438
HML       0.002203
dtype: float64, 67898: const     0.001897
vwretd    0.986223
SMB       0.013111
HML       0.001245
dtype: float64, 67918: const    -0.045173
vwretd    1.807743
SMB       0.015107
HML       0.016136
dtype: float64, 67919: const     0.169173
vwretd    3.573618
SMB      -0.032521
HML      -0.036720
dtype: float64, 67926: const    -0.049297
vwretd    1.740811
SMB      -0.007436
HML       0.000405
dtype: float64, 67927: const    -0.023224
vwretd    0.743703
SMB       0.017066
HML      -0.002084
dtype: float64, 67934: const     0.020107
vwretd    0.321771
SMB      -0.002284
HML      -0.013391
dtype: float64, 67935: const    -0.061683
vwretd    1.048351
SMB       0.012709
HML       0.016749
dtype: float64, 67942: const     0.017012
vwretd    0.133590
SMB       0.011630
HML      -0.005287
dtype: float64, 67943: const    -0.038879
vwretd    1.470352
SMB       0.007537
HML       0.017167
dtype: float64, 67950: const     0.080452
vwretd    0.846213
SMB       0.063610
HML       0.043532
dtype: float64, 67951: const     0.012569
vwretd    2.224189
SMB      -0.008929
HML      -0.000625
dtype: float64, 67969: const    -0.042671
vwretd    1.895314
SMB       0.026780
HML       0.023061
dtype: float64, 67970: const     0.006456
vwretd    0.725353
SMB       0.013587
HML       0.003103
dtype: float64, 67977: const    -0.004488
vwretd    0.888332
SMB       0.015305
HML       0.006888
dtype: float64, 67985: const    -0.022604
vwretd    0.972894
SMB       0.030474
HML       0.010510
dtype: float64, 67993: const     0.003389
vwretd    0.940043
SMB       0.015292
HML       0.008943
dtype: float64, 67994: const    -0.010544
vwretd    1.046782
SMB       0.005589
HML       0.008913
dtype: float64, 68005: const    -0.039478
vwretd    1.108232
SMB      -0.012037
HML      -0.013109
dtype: float64, 68006: const    -0.023090
vwretd    0.972830
SMB      -0.014754
HML      -0.002312
dtype: float64, 68013: const     0.007943
vwretd    0.531819
SMB       0.000915
HML       0.000473
dtype: float64, 68021: const     0.004521
vwretd    0.708269
SMB       0.004412
HML       0.003832
dtype: float64, 68022: const     0.007087
vwretd    0.816181
SMB       0.018247
HML      -0.000908
dtype: float64, 68048: const    -0.006904
vwretd    1.202326
SMB       0.006520
HML       0.005906
dtype: float64, 68049: const     0.004812
vwretd    1.006340
SMB       0.003369
HML       0.002680
dtype: float64, 68056: const    -0.013029
vwretd    1.071565
SMB       0.012645
HML       0.005012
dtype: float64, 68057: const    -0.015275
vwretd    0.575778
SMB       0.018208
HML      -0.006168
dtype: float64, 68064: const    -0.005799
vwretd    0.897096
SMB       0.015670
HML       0.013266
dtype: float64, 68065: const    -0.001172
vwretd    0.875830
SMB       0.009829
HML       0.008216
dtype: float64, 68072: const     0.001872
vwretd    0.738128
SMB       0.005758
HML       0.004467
dtype: float64, 68073: const     0.001534
vwretd    0.417056
SMB       0.002233
HML       0.006022
dtype: float64, 68080: const    -0.006470
vwretd    0.488907
SMB       0.014613
HML       0.006791
dtype: float64, 68081: const     0.070693
vwretd    1.612617
SMB       0.004556
HML      -0.008105
dtype: float64, 68099: const     0.058478
vwretd    0.851534
SMB       0.017263
HML      -0.007010
dtype: float64, 68100: const    -0.020614
vwretd    0.982394
SMB       0.012661
HML       0.010472
dtype: float64, 68101: const    -0.004021
vwretd    0.548546
SMB      -0.000291
HML       0.007054
dtype: float64, 68102: const    -0.000734
vwretd    1.452209
SMB       0.002850
HML       0.014750
dtype: float64, 68128: const    -0.010231
vwretd    0.851722
SMB       0.003553
HML       0.005395
dtype: float64, 68129: const     0.001776
vwretd    0.577104
SMB       0.017281
HML      -0.003200
dtype: float64, 68136: const    -0.002506
vwretd    0.720036
SMB       0.003830
HML      -0.000194
dtype: float64, 68137: const    -0.056578
vwretd    0.854057
SMB       0.021596
HML       0.004852
dtype: float64, 68144: const    -0.001482
vwretd    1.172419
SMB      -0.001297
HML       0.011279
dtype: float64, 68145: const    -0.005159
vwretd    1.313640
SMB       0.019858
HML       0.000561
dtype: float64, 68152: const    -0.010855
vwretd    0.580497
SMB       0.010855
HML       0.013557
dtype: float64, 68153: const     0.013485
vwretd    0.410315
SMB       0.000434
HML       0.003594
dtype: float64, 68160: const    -0.003339
vwretd    0.925287
SMB      -0.001979
HML       0.011442
dtype: float64, 68161: const     0.004934
vwretd    1.940145
SMB       0.011799
HML       0.006477
dtype: float64, 68180: const    -0.073631
vwretd    1.259560
SMB       0.018301
HML       0.010081
dtype: float64, 68187: const     0.001841
vwretd    0.876094
SMB       0.003075
HML       0.009422
dtype: float64, 68188: const    -0.077582
vwretd    1.657086
SMB      -0.002442
HML       0.017770
dtype: float64, 68195: const    -0.012850
vwretd    1.206422
SMB       0.010009
HML       0.005179
dtype: float64, 68196: const     0.004928
vwretd    1.209598
SMB      -0.001316
HML       0.001890
dtype: float64, 68208: const    -0.022312
vwretd    0.934622
SMB       0.016646
HML      -0.005330
dtype: float64, 68209: const    -0.006666
vwretd    0.745743
SMB       0.013779
HML      -0.004325
dtype: float64, 68216: const    -0.014839
vwretd    1.435223
SMB       0.004639
HML       0.013836
dtype: float64, 68217: const    -0.008157
vwretd    0.247034
SMB       0.007257
HML       0.006088
dtype: float64, 68225: const     0.005976
vwretd    1.326868
SMB       0.024389
HML      -0.008352
dtype: float64, 68232: const     0.003793
vwretd    0.815917
SMB      -0.006577
HML       0.004284
dtype: float64, 68233: const     0.004019
vwretd    0.695170
SMB      -0.000269
HML       0.001480
dtype: float64, 68240: const     0.007071
vwretd    0.130579
SMB      -0.001680
HML       0.001508
dtype: float64, 68241: const    -0.011330
vwretd    0.066558
SMB       0.014568
HML       0.005296
dtype: float64, 68259: const     0.007671
vwretd    2.675444
SMB      -0.013675
HML       0.024638
dtype: float64, 68260: const    -0.207522
vwretd   -1.218741
SMB       0.056008
HML       0.063556
dtype: float64, 68267: const     0.005233
vwretd    0.768013
SMB      -0.002682
HML       0.008757
dtype: float64, 68275: const    -0.004110
vwretd    0.614448
SMB       0.004654
HML       0.008213
dtype: float64, 68276: const    -0.068466
vwretd   -0.653071
SMB      -0.013056
HML      -0.017612
dtype: float64, 68283: const     0.004501
vwretd    1.533360
SMB       0.015450
HML       0.009138
dtype: float64, 68284: const    -0.024529
vwretd    2.218045
SMB      -0.015031
HML       0.020841
dtype: float64, 68291: const    -0.001818
vwretd    0.388847
SMB       0.012469
HML      -0.010830
dtype: float64, 68292: const     0.005440
vwretd    0.784242
SMB       0.005082
HML       0.006469
dtype: float64, 68304: const    -0.007829
vwretd    1.739632
SMB      -0.000374
HML       0.005309
dtype: float64, 68305: const     0.013478
vwretd    0.791983
SMB       0.009095
HML      -0.017194
dtype: float64, 68312: const     0.007566
vwretd    0.524304
SMB       0.001827
HML       0.005714
dtype: float64, 68313: const     0.005577
vwretd    0.981419
SMB       0.004433
HML       0.005953
dtype: float64, 68320: const     0.014710
vwretd    1.164644
SMB       0.016315
HML       0.001974
dtype: float64, 68321: const     0.019357
vwretd    2.020655
SMB      -0.028743
HML      -0.013676
dtype: float64, 68339: const    -0.033886
vwretd    2.098130
SMB       0.009919
HML       0.008471
dtype: float64, 68340: const     0.012391
vwretd    1.319077
SMB       0.002262
HML       0.009086
dtype: float64, 68347: const     0.022979
vwretd    0.961245
SMB      -0.000790
HML      -0.012744
dtype: float64, 68348: const     0.012848
vwretd    0.387052
SMB       0.017010
HML      -0.023116
dtype: float64, 68355: const    -0.008124
vwretd    0.905072
SMB       0.005413
HML       0.009449
dtype: float64, 68363: const    -0.033840
vwretd    1.123442
SMB       0.015971
HML      -0.004171
dtype: float64, 68364: const    -0.022089
vwretd    1.018492
SMB       0.004912
HML       0.001200
dtype: float64, 68371: const    -0.022859
vwretd    0.973625
SMB       0.010395
HML       0.021060
dtype: float64, 68372: const      0.088161
vwretd   -11.347587
SMB       -0.067934
HML       -0.061299
dtype: float64, 68398: const     0.006784
vwretd    0.823421
SMB       0.005955
HML      -0.000323
dtype: float64, 68400: const    -0.017894
vwretd    1.038846
SMB      -0.006761
HML       0.008471
dtype: float64, 68401: const     0.004188
vwretd    0.328400
SMB       0.006396
HML       0.005183
dtype: float64, 68419: const     0.005877
vwretd    0.520488
SMB       0.000634
HML       0.005163
dtype: float64, 68420: const     0.085581
vwretd   -0.702921
SMB       0.008947
HML      -0.014720
dtype: float64, 68427: const    -0.000537
vwretd    1.051264
SMB       0.000628
HML       0.001574
dtype: float64, 68428: const     0.009907
vwretd    1.342245
SMB       0.016704
HML      -0.003839
dtype: float64, 68435: const     0.023065
vwretd    2.072134
SMB       0.046419
HML       0.032720
dtype: float64, 68444: const     0.009494
vwretd    0.009989
SMB       0.023511
HML      -0.002293
dtype: float64, 68451: const     0.002945
vwretd    0.997444
SMB       0.003377
HML       0.000314
dtype: float64, 68452: const    -0.008248
vwretd    1.238783
SMB       0.008759
HML       0.000963
dtype: float64, 68478: const     0.022292
vwretd    1.671916
SMB       0.042966
HML      -0.005831
dtype: float64, 68479: const    -0.059983
vwretd    0.329536
SMB      -0.027783
HML      -0.000181
dtype: float64, 68486: const    -0.019420
vwretd    1.579394
SMB       0.027702
HML       0.040934
dtype: float64, 68487: const    -0.062846
vwretd   -0.184978
SMB       0.045121
HML       0.022458
dtype: float64, 68494: const    -0.019536
vwretd    1.444884
SMB       0.004621
HML       0.006351
dtype: float64, 68495: const     0.004497
vwretd    0.151794
SMB       0.002261
HML       0.002909
dtype: float64, 68507: const     0.037217
vwretd    1.759468
SMB       0.011563
HML       0.009615
dtype: float64, 68508: const     0.010576
vwretd    0.480008
SMB       0.013774
HML       0.008111
dtype: float64, 68515: const     0.001672
vwretd    0.330841
SMB       0.005353
HML       0.007270
dtype: float64, 68516: const     0.005182
vwretd    0.906282
SMB       0.009074
HML       0.008762
dtype: float64, 68523: const    -0.002207
vwretd    0.963758
SMB       0.016415
HML       0.001267
dtype: float64, 68524: const    -0.026201
vwretd    0.708978
SMB       0.010297
HML       0.005611
dtype: float64, 68531: const    -0.029599
vwretd    1.813217
SMB       0.002362
HML       0.004603
dtype: float64, 68558: const    -0.063146
vwretd    1.683161
SMB      -0.003392
HML       0.015789
dtype: float64, 68559: const     0.012581
vwretd    0.203074
SMB       0.003434
HML      -0.003147
dtype: float64, 68566: const    -0.012315
vwretd    0.776307
SMB       0.001511
HML       0.012353
dtype: float64, 68567: const    -0.000276
vwretd    0.382581
SMB       0.004133
HML      -0.000371
dtype: float64, 68574: const     0.008909
vwretd    1.372104
SMB       0.008014
HML       0.007426
dtype: float64, 68582: const     0.000440
vwretd    1.460404
SMB       0.003240
HML       0.011263
dtype: float64, 68583: const     0.011392
vwretd    0.303345
SMB       0.004000
HML      -0.003902
dtype: float64, 68590: const     0.007101
vwretd    0.814443
SMB       0.026768
HML      -0.002120
dtype: float64, 68591: const     0.012609
vwretd    0.960146
SMB       0.002031
HML      -0.001898
dtype: float64, 68603: const     0.030398
vwretd    1.194613
SMB       0.054033
HML       0.039354
dtype: float64, 68604: const    -0.008818
vwretd    0.936293
SMB       0.013602
HML       0.009880
dtype: float64, 68611: const     0.006928
vwretd    1.185365
SMB       0.016226
HML      -0.009316
dtype: float64, 68612: const    -0.039756
vwretd    0.000390
SMB      -0.000240
HML      -0.000599
dtype: float64, 68638: const    -0.005152
vwretd    1.125801
SMB       0.014000
HML       0.002801
dtype: float64, 68646: const    -0.023528
vwretd    1.072704
SMB       0.032118
HML       0.025397
dtype: float64, 68647: const    -0.008223
vwretd    1.654782
SMB       0.017784
HML       0.011682
dtype: float64, 68654: const     0.008161
vwretd    1.459947
SMB       0.018014
HML       0.004591
dtype: float64, 68655: const     0.002541
vwretd    0.478027
SMB       0.003180
HML       0.003994
dtype: float64, 68662: const     0.003985
vwretd    0.660579
SMB       0.001172
HML       0.005547
dtype: float64, 68663: const    -0.005142
vwretd    0.711404
SMB       0.013716
HML       0.002453
dtype: float64, 68670: const     0.015150
vwretd    0.826125
SMB       0.006873
HML       0.000369
dtype: float64, 68671: const    -0.015871
vwretd   -0.441447
SMB       0.037988
HML      -0.011179
dtype: float64, 68689: const     0.033153
vwretd    1.343196
SMB       0.057489
HML       0.026340
dtype: float64, 68697: const    -0.008953
vwretd    0.807636
SMB       0.002310
HML       0.008912
dtype: float64, 68698: const     0.003103
vwretd    1.093958
SMB       0.007769
HML       0.003923
dtype: float64, 68718: const     0.009911
vwretd    0.318021
SMB       0.013642
HML       0.010351
dtype: float64, 68719: const     0.010465
vwretd    0.297733
SMB      -0.001330
HML      -0.017600
dtype: float64, 68726: const    -0.007678
vwretd    0.743434
SMB       0.004650
HML       0.008467
dtype: float64, 68727: const     0.106671
vwretd   -5.803805
SMB       0.016098
HML      -0.071479
dtype: float64, 68734: const     0.055887
vwretd    2.866711
SMB       0.090390
HML       0.066999
dtype: float64, 68742: const    -0.001399
vwretd    1.227911
SMB       0.010862
HML       0.014041
dtype: float64, 68743: const    -0.014417
vwretd    0.695078
SMB       0.001784
HML      -0.000063
dtype: float64, 68750: const    -0.023844
vwretd    0.395414
SMB       0.000754
HML       0.007592
dtype: float64, 68751: const    -0.045226
vwretd   -0.905823
SMB       0.027774
HML       0.001051
dtype: float64, 68769: const    -0.010684
vwretd    0.263507
SMB       0.026684
HML       0.011630
dtype: float64, 68778: const     0.003450
vwretd    0.159598
SMB       0.007765
HML       0.003572
dtype: float64, 68786: const     0.009460
vwretd    0.492303
SMB       0.003670
HML       0.003990
dtype: float64, 68793: const     0.011863
vwretd    0.041304
SMB       0.000710
HML       0.001255
dtype: float64, 68806: const    -0.004918
vwretd    1.743335
SMB       0.017086
HML       0.018196
dtype: float64, 68807: const     0.006921
vwretd    0.207065
SMB       0.005517
HML      -0.025731
dtype: float64, 68814: const    -0.003590
vwretd    1.057095
SMB       0.008788
HML       0.004264
dtype: float64, 68815: const     0.003875
vwretd    0.721997
SMB       0.001986
HML       0.002545
dtype: float64, 68822: const    -0.009738
vwretd    1.057369
SMB      -0.003569
HML      -0.000600
dtype: float64, 68823: const     0.001157
vwretd    0.611788
SMB      -0.000069
HML      -0.000650
dtype: float64, 68830: const     0.006573
vwretd    1.015228
SMB       0.009934
HML       0.007379
dtype: float64, 68831: const    -0.065172
vwretd    0.136350
SMB      -0.031541
HML       0.027128
dtype: float64, 68849: const     0.005277
vwretd    0.392428
SMB       0.005612
HML       0.005429
dtype: float64, 68850: const    -0.066843
vwretd    0.917432
SMB       0.007179
HML      -0.019458
dtype: float64, 68857: const     0.004728
vwretd    1.447609
SMB       0.001110
HML       0.002879
dtype: float64, 68858: const     0.004320
vwretd    0.822378
SMB       0.010025
HML      -0.000930
dtype: float64, 68865: const    -0.009513
vwretd    0.446693
SMB       0.013949
HML       0.001780
dtype: float64, 68866: const     0.002761
vwretd    1.164754
SMB       0.004180
HML       0.008430
dtype: float64, 68873: const    -0.067687
vwretd    2.361624
SMB       0.005590
HML       0.037753
dtype: float64, 68874: const    -0.090609
vwretd    1.982913
SMB       0.024387
HML       0.016984
dtype: float64, 68881: const    -0.008090
vwretd    1.340584
SMB       0.015577
HML       0.007575
dtype: float64, 68882: const    -0.042416
vwretd    1.814038
SMB       0.002413
HML      -0.013616
dtype: float64, 68902: const    -0.003523
vwretd    0.243319
SMB       0.011759
HML       0.017243
dtype: float64, 68903: const    -0.024736
vwretd    1.678767
SMB       0.015361
HML       0.000467
dtype: float64, 68910: const     0.009541
vwretd    0.699959
SMB       0.017307
HML       0.010753
dtype: float64, 68929: const    -0.000553
vwretd    0.913639
SMB       0.001584
HML      -0.000858
dtype: float64, 68930: const    -0.178952
vwretd    1.532002
SMB       0.040568
HML       0.032555
dtype: float64, 68937: const    -0.009279
vwretd    1.700899
SMB       0.007213
HML       0.006131
dtype: float64, 68938: const     0.009784
vwretd    0.506879
SMB       0.004150
HML       0.002060
dtype: float64, 68945: const    -0.000157
vwretd    0.959419
SMB       0.008548
HML       0.001994
dtype: float64, 68946: const    -0.041870
vwretd    2.091981
SMB       0.032080
HML       0.035515
dtype: float64, 68953: const    -0.019499
vwretd    1.717644
SMB       0.033380
HML       0.027443
dtype: float64, 68954: const    -0.058718
vwretd    1.653849
SMB       0.054845
HML       0.024187
dtype: float64, 68961: const     0.000643
vwretd    0.955176
SMB       0.003268
HML       0.000604
dtype: float64, 68962: const     0.000507
vwretd    1.323147
SMB       0.006920
HML       0.012076
dtype: float64, 68988: const    -0.009610
vwretd    0.717983
SMB       0.011034
HML       0.012813
dtype: float64, 68996: const     0.025279
vwretd    0.610731
SMB       0.015831
HML      -0.004392
dtype: float64, 68997: const    -0.023282
vwretd    1.420842
SMB       0.010282
HML       0.006435
dtype: float64, 69008: const    -0.004978
vwretd    0.756941
SMB       0.000467
HML       0.005676
dtype: float64, 69016: const     0.010091
vwretd    0.890844
SMB       0.011364
HML       0.008543
dtype: float64, 69017: const    -0.008632
vwretd    0.094718
SMB       0.004940
HML       0.000257
dtype: float64, 69024: const     0.010980
vwretd    1.321771
SMB       0.022983
HML      -0.003861
dtype: float64, 69025: const    -0.018142
vwretd    1.854305
SMB       0.031141
HML       0.017151
dtype: float64, 69032: const    -0.000189
vwretd    1.657560
SMB      -0.001021
HML       0.000828
dtype: float64, 69033: const    -0.000869
vwretd    0.780797
SMB       0.009376
HML      -0.003493
dtype: float64, 69040: const     0.013916
vwretd    1.249019
SMB       0.019713
HML       0.029912
dtype: float64, 69041: const     0.010692
vwretd    0.819337
SMB       0.022010
HML       0.006983
dtype: float64, 69059: const     0.002589
vwretd    0.582834
SMB       0.002709
HML       0.010903
dtype: float64, 69060: const     0.008466
vwretd    1.133446
SMB       0.006179
HML       0.007600
dtype: float64, 69067: const    -0.001583
vwretd    1.170659
SMB       0.004498
HML       0.009765
dtype: float64, 69075: const     0.010965
vwretd    1.367583
SMB       0.017792
HML       0.013144
dtype: float64, 69076: const    -0.004718
vwretd    1.471118
SMB       0.010369
HML      -0.001342
dtype: float64, 69083: const    -0.114850
vwretd    1.588537
SMB       0.006021
HML       0.014477
dtype: float64, 69084: const     0.010724
vwretd    0.749018
SMB       0.040174
HML       0.028910
dtype: float64, 69091: const     0.079251
vwretd    0.407855
SMB       0.044524
HML       0.021677
dtype: float64, 69092: const     0.015947
vwretd    0.158945
SMB      -0.006018
HML      -0.003468
dtype: float64, 69104: const     0.008695
vwretd    0.183431
SMB       0.002531
HML       0.002590
dtype: float64, 69112: const    -0.009189
vwretd    0.509966
SMB       0.008118
HML       0.015025
dtype: float64, 69120: const     0.005038
vwretd    0.916482
SMB       0.002764
HML       0.004348
dtype: float64, 69121: const    -0.003200
vwretd    1.079163
SMB       0.008253
HML      -0.005593
dtype: float64, 69139: const    -0.004624
vwretd    1.454813
SMB       0.028677
HML       0.012052
dtype: float64, 69140: const     0.006689
vwretd    0.874503
SMB       0.020930
HML       0.011151
dtype: float64, 69147: const    -0.000969
vwretd    0.939567
SMB       0.015422
HML       0.026860
dtype: float64, 69155: const    -0.001745
vwretd    1.233131
SMB       0.024747
HML       0.011923
dtype: float64, 69156: const     0.002672
vwretd    0.843562
SMB       0.014148
HML       0.003467
dtype: float64, 69163: const     0.006909
vwretd    0.938626
SMB      -0.000428
HML       0.004923
dtype: float64, 69164: const    -0.001891
vwretd    1.166239
SMB       0.010758
HML      -0.001110
dtype: float64, 69171: const    -0.000178
vwretd    1.178081
SMB       0.015361
HML       0.000419
dtype: float64, 69172: const    -0.031811
vwretd    1.590410
SMB      -0.022757
HML       0.014303
dtype: float64, 69198: const     0.078114
vwretd   -0.123082
SMB      -0.021190
HML      -0.003173
dtype: float64, 69199: const     0.002935
vwretd    0.977359
SMB       0.009103
HML       0.005927
dtype: float64, 69200: const     0.010747
vwretd    1.244313
SMB       0.016779
HML      -0.001592
dtype: float64, 69201: const    -0.005512
vwretd    0.791761
SMB       0.020526
HML       0.014207
dtype: float64, 69219: const     0.000708
vwretd    0.934057
SMB       0.008436
HML       0.006802
dtype: float64, 69220: const     0.027465
vwretd    1.282115
SMB       0.008994
HML      -0.007661
dtype: float64, 69227: const     0.000362
vwretd    1.137615
SMB       0.009309
HML      -0.002439
dtype: float64, 69228: const     0.113598
vwretd   -6.376811
SMB       0.099323
HML      -0.111480
dtype: float64, 69235: const    -0.023087
vwretd    2.783953
SMB       0.022396
HML       0.004337
dtype: float64, 69236: const     0.009404
vwretd   -0.889502
SMB       0.031908
HML      -0.054850
dtype: float64, 69243: const    -0.003642
vwretd    0.590904
SMB      -0.002834
HML       0.004028
dtype: float64, 69244: const     0.004283
vwretd    0.940844
SMB       0.016543
HML      -0.003621
dtype: float64, 69251: const     0.003932
vwretd    0.134452
SMB       0.000668
HML       0.000593
dtype: float64, 69252: const     0.033333
vwretd   -1.847538
SMB       0.023741
HML      -0.033910
dtype: float64, 69278: const     0.095285
vwretd   -0.372342
SMB       0.022776
HML      -0.027927
dtype: float64, 69279: const     0.013186
vwretd    1.207051
SMB       0.013338
HML       0.003502
dtype: float64, 69286: const     0.009685
vwretd    1.583723
SMB       0.000128
HML      -0.009865
dtype: float64, 69287: const     0.003103
vwretd    0.574949
SMB       0.015728
HML      -0.008955
dtype: float64, 69294: const     0.010835
vwretd    1.335864
SMB       0.002381
HML      -0.013490
dtype: float64, 69295: const     0.004286
vwretd    0.671437
SMB       0.013173
HML       0.006497
dtype: float64, 69307: const     0.014041
vwretd    0.767667
SMB       0.022228
HML      -0.001317
dtype: float64, 69308: const    -0.053198
vwretd    2.220589
SMB       0.019144
HML       0.009740
dtype: float64, 69315: const    -0.096299
vwretd    2.193254
SMB      -0.008704
HML       0.050435
dtype: float64, 69316: const    -0.037967
vwretd    1.541213
SMB      -0.009228
HML      -0.021813
dtype: float64, 69323: const    -0.003456
vwretd    1.231104
SMB       0.025530
HML      -0.005608
dtype: float64, 69324: const    -0.014073
vwretd    0.436167
SMB       0.008354
HML       0.001158
dtype: float64, 69331: const     0.001456
vwretd    0.656025
SMB       0.001748
HML       0.000068
dtype: float64, 69332: const     0.006118
vwretd    0.932193
SMB       0.012023
HML      -0.007278
dtype: float64, 69358: const     0.020302
vwretd    1.117592
SMB       0.008819
HML      -0.017796
dtype: float64, 69359: const    -0.025883
vwretd    0.997049
SMB      -0.006077
HML      -0.011045
dtype: float64, 69366: const     0.002411
vwretd    0.423757
SMB       0.001181
HML       0.001311
dtype: float64, 69374: const    -0.016258
vwretd    0.579949
SMB       0.003980
HML      -0.005642
dtype: float64, 69382: const     0.002640
vwretd    1.098241
SMB       0.003043
HML       0.007416
dtype: float64, 69383: const     0.214941
vwretd   -3.660687
SMB      -0.032024
HML      -0.105919
dtype: float64, 69390: const     0.002491
vwretd    1.266198
SMB       0.003851
HML       0.009825
dtype: float64, 69391: const     0.007619
vwretd    1.114015
SMB       0.018715
HML      -0.003253
dtype: float64, 69403: const    -0.004284
vwretd    0.661467
SMB       0.001732
HML       0.004259
dtype: float64, 69404: const     0.041507
vwretd   -1.049199
SMB      -0.005045
HML      -0.039303
dtype: float64, 69411: const    -0.008247
vwretd    0.888277
SMB       0.009265
HML       0.007863
dtype: float64, 69438: const    -0.001089
vwretd    0.541509
SMB       0.014023
HML       0.013221
dtype: float64, 69439: const     0.045167
vwretd    0.880500
SMB       0.003976
HML      -0.001969
dtype: float64, 69446: const     0.006521
vwretd    0.313206
SMB       0.000836
HML      -0.000860
dtype: float64, 69447: const     0.010680
vwretd    0.914724
SMB       0.014308
HML      -0.012585
dtype: float64, 69454: const    -0.034494
vwretd    0.840267
SMB       0.003832
HML       0.039641
dtype: float64, 69455: const    -0.012673
vwretd   -1.658309
SMB       0.039959
HML      -0.005254
dtype: float64, 69462: const    -0.027313
vwretd    0.614480
SMB       0.010105
HML       0.012178
dtype: float64, 69463: const    -0.051895
vwretd    2.630777
SMB       0.004753
HML      -0.006049
dtype: float64, 69470: const     0.039557
vwretd   -0.256563
SMB       0.024392
HML      -0.002097
dtype: float64, 69471: const    -0.009771
vwretd    1.264672
SMB       0.025631
HML       0.018036
dtype: float64, 69489: const    -0.004694
vwretd    1.824342
SMB       0.011056
HML       0.003555
dtype: float64, 69497: const     0.027888
vwretd    0.368541
SMB       0.008005
HML      -0.004676
dtype: float64, 69518: const     0.001717
vwretd    0.544918
SMB       0.003382
HML       0.001111
dtype: float64, 69519: const     0.009272
vwretd    0.475836
SMB       0.004800
HML       0.003635
dtype: float64, 69526: const    -0.021832
vwretd    1.284305
SMB       0.036358
HML       0.025051
dtype: float64, 69527: const     0.001269
vwretd    1.465079
SMB       0.007139
HML       0.002200
dtype: float64, 69534: const    -0.001870
vwretd    0.443375
SMB       0.002839
HML       0.004326
dtype: float64, 69535: const     0.042315
vwretd    1.407411
SMB       0.018612
HML       0.022914
dtype: float64, 69542: const     0.007927
vwretd    0.914832
SMB       0.016959
HML      -0.001006
dtype: float64, 69543: const    -0.027010
vwretd    0.506292
SMB       0.011840
HML      -0.002300
dtype: float64, 69550: const     0.010514
vwretd    0.897150
SMB       0.005014
HML       0.002045
dtype: float64, 69551: const    -0.058468
vwretd    0.194106
SMB       0.012760
HML      -0.004333
dtype: float64, 69569: const    -0.012539
vwretd    1.718959
SMB       0.047438
HML       0.019508
dtype: float64, 69570: const    -0.001997
vwretd    2.234926
SMB       0.016279
HML       0.007414
dtype: float64, 69585: const     0.006598
vwretd    0.565715
SMB       0.009271
HML      -0.000967
dtype: float64, 69586: const    -0.000796
vwretd    0.773866
SMB       0.008372
HML       0.012422
dtype: float64, 69593: const     0.000243
vwretd    1.520582
SMB       0.007837
HML      -0.000702
dtype: float64, 69594: const     0.016709
vwretd   -0.201917
SMB       0.010849
HML      -0.011376
dtype: float64, 69606: const     0.006218
vwretd    1.022357
SMB       0.002904
HML       0.005282
dtype: float64, 69607: const     0.005441
vwretd    1.666552
SMB       0.002310
HML      -0.004752
dtype: float64, 69614: const    -0.066236
vwretd    1.619790
SMB       0.010141
HML       0.010722
dtype: float64, 69622: const     0.014290
vwretd    0.941907
SMB       0.003227
HML       0.003178
dtype: float64, 69623: const    -0.018584
vwretd    0.641022
SMB       0.010131
HML       0.000520
dtype: float64, 69630: const    -0.019710
vwretd    1.690319
SMB       0.014202
HML       0.022809
dtype: float64, 69631: const    -0.005159
vwretd   -0.090465
SMB       0.015430
HML      -0.011416
dtype: float64, 69649: const     0.005172
vwretd    1.358883
SMB       0.004011
HML       0.003179
dtype: float64, 69650: const     0.007105
vwretd    1.606909
SMB       0.005297
HML      -0.000666
dtype: float64, 69657: const    -0.006988
vwretd    1.474825
SMB       0.000962
HML       0.015160
dtype: float64, 69658: const     0.040875
vwretd    2.915809
SMB       0.053328
HML      -0.039767
dtype: float64, 69665: const    -0.007656
vwretd    0.685107
SMB       0.001776
HML      -0.015152
dtype: float64, 69666: const    -0.017293
vwretd    0.267699
SMB      -0.034878
HML      -0.000738
dtype: float64, 69673: const    -0.021331
vwretd    1.067376
SMB       0.013010
HML       0.001264
dtype: float64, 69674: const     0.011981
vwretd    0.492312
SMB      -0.003071
HML       0.000835
dtype: float64, 69681: const     0.051361
vwretd    1.686666
SMB       0.035203
HML      -0.007399
dtype: float64, 69682: const     0.010201
vwretd    0.467686
SMB       0.004441
HML       0.001822
dtype: float64, 69702: const    -0.007648
vwretd    0.832269
SMB       0.013503
HML       0.011696
dtype: float64, 69703: const    -0.001663
vwretd    1.082649
SMB       0.051620
HML       0.040532
dtype: float64, 69710: const     0.007761
vwretd    0.756382
SMB       0.030820
HML       0.011592
dtype: float64, 69711: const     0.031857
vwretd    0.549211
SMB       0.006470
HML       0.003869
dtype: float64, 69729: const     0.030009
vwretd    1.477232
SMB       0.005756
HML       0.017127
dtype: float64, 69730: const    -0.002883
vwretd    0.341666
SMB      -0.001780
HML       0.005632
dtype: float64, 69737: const     0.046799
vwretd    0.930148
SMB       0.032263
HML      -0.015849
dtype: float64, 69745: const     0.057425
vwretd    0.553677
SMB       0.029038
HML      -0.004506
dtype: float64, 69746: const     0.027063
vwretd   -0.022619
SMB       0.004259
HML      -0.007756
dtype: float64, 69754: const     0.013292
vwretd    0.503747
SMB       0.005919
HML       0.002230
dtype: float64, 69761: const    -0.003811
vwretd    1.422676
SMB      -0.000018
HML       0.011231
dtype: float64, 69762: const     0.010254
vwretd    0.685859
SMB       0.001407
HML       0.005562
dtype: float64, 69788: const    -0.003038
vwretd    0.239912
SMB      -0.002565
HML       0.007401
dtype: float64, 69789: const     0.014952
vwretd    0.742754
SMB       0.008109
HML       0.001145
dtype: float64, 69796: const     0.009273
vwretd    0.780494
SMB       0.002212
HML       0.003312
dtype: float64, 69809: const    -0.030163
vwretd    1.456467
SMB       0.007278
HML       0.005048
dtype: float64, 69810: const     0.013157
vwretd    0.555370
SMB      -0.003816
HML       0.009582
dtype: float64, 69818: const     0.006868
vwretd    0.710027
SMB       0.005585
HML       0.007378
dtype: float64, 69825: const    -0.006790
vwretd    1.646827
SMB       0.008852
HML       0.006972
dtype: float64, 69826: const    -0.004526
vwretd    0.650112
SMB       0.011299
HML       0.005063
dtype: float64, 69834: const    -0.017557
vwretd    1.416380
SMB       0.012871
HML       0.019609
dtype: float64, 69842: const     0.005572
vwretd    0.510514
SMB       0.002705
HML       0.002978
dtype: float64, 69868: const     0.030308
vwretd   -0.752737
SMB       0.011739
HML       0.005477
dtype: float64, 69877: const     0.012670
vwretd    1.028300
SMB       0.012770
HML      -0.014396
dtype: float64, 69884: const    -0.028894
vwretd    1.267867
SMB       0.020381
HML      -0.002067
dtype: float64, 69885: const    -0.004580
vwretd    1.303839
SMB       0.017791
HML      -0.008365
dtype: float64, 69892: const     0.010519
vwretd    0.475739
SMB       0.003606
HML       0.000671
dtype: float64, 69893: const     0.003723
vwretd    0.897104
SMB       0.014648
HML      -0.002459
dtype: float64, 69905: const     0.009364
vwretd    0.309661
SMB       0.007666
HML       0.004126
dtype: float64, 69906: const    -0.008385
vwretd    0.812035
SMB       0.006172
HML       0.004608
dtype: float64, 69913: const    -0.046051
vwretd    2.023678
SMB       0.009176
HML       0.015347
dtype: float64, 69914: const    -0.114680
vwretd    1.351180
SMB       0.003387
HML      -0.004396
dtype: float64, 69921: const     0.003838
vwretd    0.616518
SMB       0.006859
HML       0.003531
dtype: float64, 69922: const     0.026641
vwretd    0.992054
SMB      -0.003356
HML      -0.009224
dtype: float64, 69949: const     0.384274
vwretd    0.201977
SMB       0.339108
HML       0.200061
dtype: float64, 69957: const    -0.018151
vwretd    0.868094
SMB       0.007350
HML      -0.001559
dtype: float64, 69964: const     0.013957
vwretd    0.609018
SMB       0.003205
HML      -0.000012
dtype: float64, 69965: const     0.016410
vwretd    0.911086
SMB       0.009574
HML       0.001686
dtype: float64, 69972: const     0.011547
vwretd    0.527896
SMB       0.015933
HML      -0.009407
dtype: float64, 69973: const     0.000693
vwretd    0.878120
SMB       0.015603
HML      -0.004029
dtype: float64, 69980: const     0.000529
vwretd    0.999580
SMB       0.001108
HML       0.003546
dtype: float64, 69999: const    -0.003231
vwretd    1.198012
SMB      -0.000516
HML       0.001442
dtype: float64, 70000: const    -0.271150
vwretd    5.995394
SMB      -0.019386
HML       0.055496
dtype: float64, 70009: const    -0.006318
vwretd    0.456332
SMB      -0.002101
HML       0.001768
dtype: float64, 70010: const    -0.036293
vwretd    1.136109
SMB       0.014470
HML      -0.003923
dtype: float64, 70017: const     0.007081
vwretd    0.151986
SMB       0.000361
HML       0.002856
dtype: float64, 70018: const     0.008131
vwretd    1.068724
SMB       0.006664
HML       0.000208
dtype: float64, 70026: const     0.080295
vwretd   -0.119344
SMB       0.025155
HML       0.006637
dtype: float64, 70033: const     0.004514
vwretd    1.495984
SMB       0.004353
HML       0.005433
dtype: float64, 70034: const    -0.007827
vwretd    0.727393
SMB       0.013428
HML      -0.004176
dtype: float64, 70041: const    -0.002786
vwretd    0.046114
SMB       0.008363
HML      -0.011346
dtype: float64, 70042: const     0.077276
vwretd   -1.600524
SMB      -0.013016
HML      -0.052860
dtype: float64, 70069: const    -0.021832
vwretd    1.570966
SMB       0.031143
HML      -0.006583
dtype: float64, 70076: const    -0.030868
vwretd    1.569864
SMB       0.006191
HML       0.016869
dtype: float64, 70077: const    -0.003438
vwretd    1.378043
SMB       0.019761
HML       0.007547
dtype: float64, 70092: const    -0.000936
vwretd    1.512979
SMB       0.006624
HML       0.008888
dtype: float64, 70093: const     0.005805
vwretd    0.913833
SMB       0.011377
HML       0.000194
dtype: float64, 70106: const    -0.025351
vwretd    1.127172
SMB       0.018722
HML       0.015334
dtype: float64, 70113: const    -0.024638
vwretd    1.035482
SMB       0.008192
HML       0.004955
dtype: float64, 70114: const    -0.022237
vwretd    1.671575
SMB      -0.000055
HML       0.010705
dtype: float64, 70121: const     0.000279
vwretd    0.963583
SMB       0.009492
HML       0.011251
dtype: float64, 70122: const    -0.139895
vwretd    4.099781
SMB       0.004098
HML       0.035865
dtype: float64, 70148: const     0.024325
vwretd    0.639489
SMB       0.011988
HML       0.013593
dtype: float64, 70149: const     0.017936
vwretd    1.901480
SMB       0.002986
HML      -0.006797
dtype: float64, 70156: const     0.030690
vwretd    0.961988
SMB       0.001684
HML      -0.004400
dtype: float64, 70164: const    -0.023644
vwretd    1.370901
SMB       0.000883
HML       0.001801
dtype: float64, 70165: const    -0.004089
vwretd    4.633254
SMB       0.057765
HML       0.101538
dtype: float64, 70172: const    -0.027672
vwretd    1.346631
SMB       0.004140
HML       0.003779
dtype: float64, 70173: const    -0.041060
vwretd    1.462822
SMB       0.008608
HML      -0.007256
dtype: float64, 70180: const    -0.114718
vwretd    1.170453
SMB       0.006460
HML       0.022442
dtype: float64, 70199: const    -0.006842
vwretd    1.667929
SMB       0.010493
HML       0.008694
dtype: float64, 70200: const    -0.047391
vwretd    1.749896
SMB       0.027690
HML       0.030558
dtype: float64, 70202: const    -0.072157
vwretd    1.753055
SMB       0.026237
HML      -0.001929
dtype: float64, 70228: const     0.002739
vwretd    1.235497
SMB       0.004778
HML       0.008156
dtype: float64, 70229: const     0.005503
vwretd    0.964102
SMB       0.000404
HML       0.000500
dtype: float64, 70237: const    -0.032604
vwretd    1.423389
SMB       0.031148
HML       0.017766
dtype: float64, 70244: const    -0.010039
vwretd    1.076743
SMB       0.034013
HML       0.001490
dtype: float64, 70245: const    -0.022161
vwretd    0.798302
SMB       0.014199
HML       0.006621
dtype: float64, 70252: const    -0.004302
vwretd    1.244296
SMB       0.003092
HML       0.005336
dtype: float64, 70253: const     0.011841
vwretd    0.243074
SMB       0.007126
HML      -0.006131
dtype: float64, 70260: const    -0.005429
vwretd    0.685740
SMB       0.014769
HML       0.004982
dtype: float64, 70261: const    -0.002850
vwretd    1.067644
SMB       0.004668
HML       0.006299
dtype: float64, 70280: const    -0.002169
vwretd    1.209466
SMB       0.016037
HML       0.008528
dtype: float64, 70287: const    -0.003925
vwretd    0.943826
SMB       0.003822
HML       0.006785
dtype: float64, 70288: const    -0.006974
vwretd    1.085936
SMB       0.012523
HML       0.001293
dtype: float64, 70295: const    -0.000061
vwretd    0.798217
SMB      -0.000235
HML       0.001028
dtype: float64, 70296: const    -0.356032
vwretd   -5.425019
SMB       0.183423
HML       0.121815
dtype: float64, 70308: const     0.008574
vwretd    1.048082
SMB       0.003668
HML       0.003342
dtype: float64, 70316: const    -0.005166
vwretd    0.639530
SMB       0.004685
HML       0.009628
dtype: float64, 70325: const    -0.003814
vwretd    0.598390
SMB       0.015316
HML       0.016178
dtype: float64, 70332: const     0.001706
vwretd    1.066629
SMB      -0.001469
HML       0.005853
dtype: float64, 70333: const     0.015987
vwretd    0.453725
SMB       0.009701
HML      -0.000235
dtype: float64, 70340: const     0.004034
vwretd    0.428163
SMB       0.006251
HML       0.005431
dtype: float64, 70359: const     0.029579
vwretd    0.586096
SMB       0.013569
HML      -0.015023
dtype: float64, 70360: const     0.007922
vwretd    0.276978
SMB      -0.001865
HML       0.002647
dtype: float64, 70367: const    -0.101838
vwretd    1.217572
SMB       0.008395
HML       0.012336
dtype: float64, 70375: const    -0.005915
vwretd    1.140522
SMB       0.026958
HML      -0.007787
dtype: float64, 70376: const    -0.004114
vwretd    1.111297
SMB       0.013488
HML       0.001608
dtype: float64, 70383: const     0.003387
vwretd    0.790789
SMB       0.003479
HML       0.011746
dtype: float64, 70384: const     0.006543
vwretd    0.957646
SMB       0.023503
HML      -0.000281
dtype: float64, 70391: const     0.013461
vwretd    0.497263
SMB      -0.001246
HML      -0.003311
dtype: float64, 70392: const    -0.029411
vwretd    1.221219
SMB      -0.000291
HML       0.000705
dtype: float64, 70405: const     0.021619
vwretd    0.263337
SMB       0.006597
HML      -0.003520
dtype: float64, 70413: const     0.005109
vwretd    0.592431
SMB       0.004966
HML       0.014854
dtype: float64, 70420: const     0.008395
vwretd    0.346091
SMB       0.000018
HML       0.000715
dtype: float64, 70421: const    -0.003856
vwretd    1.005276
SMB       0.012766
HML      -0.010307
dtype: float64, 70439: const    -0.002367
vwretd    0.085071
SMB       0.036343
HML       0.021373
dtype: float64, 70440: const    -0.011057
vwretd    1.096868
SMB       0.016522
HML       0.005932
dtype: float64, 70447: const     0.001014
vwretd    0.486195
SMB       0.004250
HML       0.000838
dtype: float64, 70448: const    -0.027593
vwretd    0.956878
SMB      -0.004823
HML       0.005063
dtype: float64, 70455: const    -0.019419
vwretd    0.580862
SMB       0.021856
HML       0.008125
dtype: float64, 70456: const     0.003873
vwretd    1.035977
SMB       0.006724
HML       0.002226
dtype: float64, 70471: const    -0.006098
vwretd    0.997689
SMB      -0.001511
HML      -0.008672
dtype: float64, 70499: const    -0.055726
vwretd    1.130065
SMB       0.015777
HML       0.006600
dtype: float64, 70500: const     0.003089
vwretd    0.989945
SMB      -0.000564
HML       0.003791
dtype: float64, 70501: const     0.023411
vwretd    0.788847
SMB       0.022720
HML      -0.006863
dtype: float64, 70519: const    -0.007738
vwretd    1.853484
SMB      -0.002857
HML       0.011022
dtype: float64, 70520: const    -0.060699
vwretd    1.903958
SMB       0.044628
HML       0.028081
dtype: float64, 70527: const    -0.051277
vwretd    0.564811
SMB      -0.003690
HML      -0.006578
dtype: float64, 70535: const    -0.004134
vwretd    1.304638
SMB      -0.002126
HML       0.004472
dtype: float64, 70536: const     0.007233
vwretd    0.769063
SMB      -0.001282
HML       0.002159
dtype: float64, 70543: const    -0.007475
vwretd    1.046604
SMB       0.001656
HML       0.002198
dtype: float64, 70544: const     0.038185
vwretd    1.633824
SMB      -0.000628
HML      -0.000229
dtype: float64, 70551: const     0.028438
vwretd    0.735751
SMB       0.012886
HML      -0.004321
dtype: float64, 70552: const     0.005391
vwretd    1.229755
SMB       0.014021
HML       0.003762
dtype: float64, 70578: const     0.002902
vwretd    0.905508
SMB      -0.001598
HML       0.000430
dtype: float64, 70579: const    -0.048597
vwretd    1.907318
SMB       0.045215
HML       0.004077
dtype: float64, 70586: const    -0.100643
vwretd    1.511048
SMB       0.010655
HML       0.043853
dtype: float64, 70587: const     0.021273
vwretd    0.847922
SMB       0.012850
HML      -0.010579
dtype: float64, 70594: const    -0.011610
vwretd    0.541916
SMB       0.007977
HML       0.015369
dtype: float64, 70595: const    -0.024711
vwretd    1.108128
SMB       0.017606
HML       0.006494
dtype: float64, 70607: const    -0.007458
vwretd    0.849597
SMB       0.004593
HML       0.012488
dtype: float64, 70608: const    -0.064834
vwretd    2.155274
SMB       0.035385
HML       0.032144
dtype: float64, 70616: const     0.005107
vwretd    0.972276
SMB       0.016980
HML      -0.004094
dtype: float64, 70623: const     0.021756
vwretd    1.340685
SMB       0.001624
HML       0.016433
dtype: float64, 70624: const     0.011792
vwretd    1.280104
SMB       0.015387
HML      -0.008175
dtype: float64, 70632: const    -0.002268
vwretd    1.662123
SMB       0.007006
HML      -0.002871
dtype: float64, 70659: const     0.000314
vwretd    1.785523
SMB       0.017337
HML       0.002438
dtype: float64, 70666: const     0.042071
vwretd    1.031979
SMB       0.023538
HML      -0.002240
dtype: float64, 70667: const    -0.009261
vwretd    1.292512
SMB       0.015006
HML      -0.012677
dtype: float64, 70674: const     0.005346
vwretd    0.957895
SMB       0.009801
HML       0.002815
dtype: float64, 70675: const    -0.019625
vwretd    0.593705
SMB       0.017703
HML      -0.006557
dtype: float64, 70682: const     0.002244
vwretd    0.961313
SMB      -0.001797
HML       0.003577
dtype: float64, 70690: const    -0.001485
vwretd    1.052891
SMB       0.002847
HML      -0.004690
dtype: float64, 70691: const    -0.003541
vwretd    0.984529
SMB       0.016555
HML       0.007618
dtype: float64, 70703: const     0.002192
vwretd    0.661860
SMB       0.001041
HML       0.004823
dtype: float64, 70704: const     0.008355
vwretd    0.260496
SMB       0.015438
HML       0.001654
dtype: float64, 70711: const     0.014371
vwretd    1.510077
SMB       0.028068
HML       0.008212
dtype: float64, 70739: const     0.022622
vwretd    0.293262
SMB      -0.002642
HML       0.009121
dtype: float64, 70747: const     0.015989
vwretd    0.252539
SMB       0.022076
HML       0.009035
dtype: float64, 70754: const    -0.063126
vwretd    0.775898
SMB      -0.002085
HML       0.015847
dtype: float64, 70755: const    -0.128898
vwretd   -3.895987
SMB       0.065938
HML       0.000005
dtype: float64, 70762: const     0.000582
vwretd    0.751340
SMB       0.003121
HML       0.006831
dtype: float64, 70763: const     0.012514
vwretd    1.808758
SMB       0.012601
HML       0.008725
dtype: float64, 70770: const     0.003329
vwretd    0.361853
SMB       0.001517
HML       0.002190
dtype: float64, 70771: const    -0.115858
vwretd   -4.530177
SMB       0.044811
HML       0.023086
dtype: float64, 70789: const     0.006158
vwretd    0.592139
SMB       0.007241
HML       0.004201
dtype: float64, 70790: const     0.001688
vwretd    0.900929
SMB       0.008664
HML       0.008895
dtype: float64, 70797: const    -0.000654
vwretd    1.083022
SMB       0.000834
HML       0.002282
dtype: float64, 70798: const     0.000661
vwretd    0.925793
SMB       0.005163
HML       0.000357
dtype: float64, 70818: const     0.003813
vwretd    0.833663
SMB       0.006722
HML       0.006484
dtype: float64, 70819: const    -0.016513
vwretd    0.396285
SMB       0.016097
HML      -0.010103
dtype: float64, 70826: const     0.002883
vwretd    0.213047
SMB      -0.000105
HML       0.000343
dtype: float64, 70827: const     0.027588
vwretd    0.631759
SMB       0.031389
HML       0.001058
dtype: float64, 70835: const     0.008925
vwretd    1.335200
SMB       0.008723
HML      -0.007256
dtype: float64, 70843: const     0.004612
vwretd    1.138236
SMB       0.004296
HML      -0.002365
dtype: float64, 70850: const    -0.019681
vwretd    2.721744
SMB       0.025748
HML       0.055114
dtype: float64, 70851: const    -0.035231
vwretd   -0.047198
SMB      -0.007023
HML      -0.006784
dtype: float64, 70869: const     0.019545
vwretd    0.725671
SMB      -0.004151
HML       0.009112
dtype: float64, 70870: const     0.012484
vwretd    0.320775
SMB      -0.002678
HML       0.006905
dtype: float64, 70878: const     0.010880
vwretd   -0.488730
SMB       0.007458
HML      -0.003822
dtype: float64, 70885: const     0.003436
vwretd    0.934783
SMB      -0.003531
HML       0.002295
dtype: float64, 70886: const    -0.009302
vwretd    0.925082
SMB       0.015052
HML       0.010207
dtype: float64, 70893: const     0.017380
vwretd    1.639876
SMB       0.009122
HML      -0.007769
dtype: float64, 70894: const    -0.003767
vwretd    0.382246
SMB       0.013320
HML       0.007767
dtype: float64, 70907: const     0.010471
vwretd    1.747006
SMB       0.014102
HML      -0.004855
dtype: float64, 70914: const     0.048853
vwretd    1.528567
SMB       0.099146
HML       0.044891
dtype: float64, 70915: const    -0.011543
vwretd    0.773161
SMB       0.011759
HML       0.000036
dtype: float64, 70923: const     0.005416
vwretd    1.125033
SMB       0.005380
HML       0.009045
dtype: float64, 70930: const     0.002542
vwretd    0.656191
SMB       0.004104
HML       0.005658
dtype: float64, 70949: const     0.008432
vwretd    0.294624
SMB       0.002381
HML       0.006435
dtype: float64, 70950: const     0.008195
vwretd    0.615886
SMB       0.015570
HML       0.000198
dtype: float64, 70957: const     0.016430
vwretd    1.817297
SMB       0.004643
HML       0.015921
dtype: float64, 70958: const     0.000928
vwretd    1.006887
SMB       0.004269
HML       0.005608
dtype: float64, 70965: const    -0.006847
vwretd    1.381845
SMB       0.005595
HML       0.009612
dtype: float64, 70966: const    -0.002141
vwretd    1.697804
SMB       0.009345
HML       0.019390
dtype: float64, 70974: const    -0.019222
vwretd    1.490616
SMB       0.017826
HML       0.051220
dtype: float64, 70981: const    -0.044373
vwretd    1.319821
SMB       0.019077
HML       0.020423
dtype: float64, 70982: const     0.026851
vwretd   -0.519243
SMB       0.015150
HML      -0.006778
dtype: float64, 71001: const     0.009699
vwretd    1.369255
SMB       0.006319
HML       0.003626
dtype: float64, 71002: const    -0.008373
vwretd    1.049684
SMB       0.008151
HML       0.000179
dtype: float64, 71028: const    -0.018419
vwretd    1.018129
SMB       0.014495
HML       0.034565
dtype: float64, 71029: const    -0.043528
vwretd    0.106153
SMB      -0.012661
HML      -0.001327
dtype: float64, 71037: const     0.012302
vwretd    1.039138
SMB       0.014616
HML      -0.016327
dtype: float64, 71045: const    -0.011311
vwretd    0.410550
SMB       0.010306
HML       0.001952
dtype: float64, 71053: const    -0.013203
vwretd    0.222686
SMB       0.034234
HML      -0.019497
dtype: float64, 71061: const    -0.099750
vwretd    7.427545
SMB      -0.049561
HML      -0.011177
dtype: float64, 71079: const    -0.000799
vwretd    1.090121
SMB       0.005400
HML       0.004267
dtype: float64, 71080: const    -0.018412
vwretd   -0.035884
SMB       0.033309
HML      -0.011977
dtype: float64, 71087: const     0.012938
vwretd    1.343709
SMB       0.014084
HML       0.005739
dtype: float64, 71088: const     0.018937
vwretd    0.496648
SMB       0.005970
HML      -0.008828
dtype: float64, 71095: const    -0.009442
vwretd    0.207569
SMB       0.010987
HML       0.011549
dtype: float64, 71096: const     0.011931
vwretd    0.661658
SMB       0.015874
HML       0.005258
dtype: float64, 71108: const     0.007799
vwretd    0.997993
SMB       0.004460
HML      -0.001715
dtype: float64, 71109: const     0.001846
vwretd    0.498660
SMB       0.020102
HML      -0.000722
dtype: float64, 71116: const     0.006045
vwretd    0.855147
SMB       0.000396
HML       0.001872
dtype: float64, 71117: const     0.021772
vwretd    1.479111
SMB       0.013971
HML       0.000787
dtype: float64, 71124: const    -0.012737
vwretd    0.912515
SMB       0.005187
HML       0.004304
dtype: float64, 71125: const    -0.034223
vwretd   -2.746247
SMB       0.067995
HML       0.037734
dtype: float64, 71133: const    -0.045946
vwretd    1.296058
SMB       0.014519
HML       0.011576
dtype: float64, 71140: const    -0.099248
vwretd    1.317266
SMB       0.014064
HML      -0.002923
dtype: float64, 71141: const     0.011570
vwretd   -1.899680
SMB       0.044231
HML      -0.006076
dtype: float64, 71159: const     0.000147
vwretd    1.161582
SMB       0.001962
HML      -0.001753
dtype: float64, 71168: const    -0.022736
vwretd    1.220130
SMB       0.001409
HML       0.002780
dtype: float64, 71175: const    -0.001637
vwretd    1.268263
SMB      -0.001785
HML       0.012201
dtype: float64, 71176: const     0.001489
vwretd    0.874071
SMB       0.001828
HML       0.004247
dtype: float64, 71184: const    -0.074145
vwretd    1.396831
SMB       0.039318
HML       0.021053
dtype: float64, 71191: const    -0.002952
vwretd    0.700606
SMB       0.008453
HML       0.003458
dtype: float64, 71192: const    -0.020256
vwretd    1.348099
SMB       0.007581
HML       0.018907
dtype: float64, 71204: const     0.025821
vwretd    1.073343
SMB       0.016776
HML      -0.026914
dtype: float64, 71205: const    -0.052241
vwretd    1.815714
SMB      -0.011897
HML       0.024591
dtype: float64, 71212: const    -0.051804
vwretd    2.379182
SMB      -0.002328
HML       0.026178
dtype: float64, 71213: const    -0.027541
vwretd    0.989442
SMB       0.001674
HML       0.012007
dtype: float64, 71220: const    -0.005549
vwretd    1.469486
SMB       0.030033
HML       0.016919
dtype: float64, 71221: const    -0.009275
vwretd   -0.240873
SMB       0.002284
HML       0.011056
dtype: float64, 71239: const    -0.004801
vwretd    1.497932
SMB       0.024582
HML      -0.003366
dtype: float64, 71240: const    -0.065993
vwretd    0.804491
SMB       0.008003
HML       0.007083
dtype: float64, 71247: const    -0.001061
vwretd    1.092238
SMB       0.015540
HML       0.019259
dtype: float64, 71256: const    -0.010654
vwretd    0.887764
SMB       0.007934
HML      -0.000466
dtype: float64, 71264: const    -0.021501
vwretd    0.648646
SMB       0.008959
HML       0.009256
dtype: float64, 71271: const     0.004362
vwretd    0.511697
SMB       0.000805
HML       0.003107
dtype: float64, 71298: const     0.009789
vwretd    0.459117
SMB       0.000182
HML       0.000378
dtype: float64, 71299: const     0.006672
vwretd    1.110574
SMB       0.005222
HML       0.002204
dtype: float64, 71300: const     0.005340
vwretd    0.554446
SMB       0.002021
HML       0.004854
dtype: float64, 71301: const     0.016038
vwretd    1.187796
SMB       0.003502
HML      -0.007666
dtype: float64, 71327: const     0.007301
vwretd    0.455613
SMB      -0.001003
HML       0.004008
dtype: float64, 71328: const    -0.000102
vwretd    0.943573
SMB       0.004547
HML       0.007280
dtype: float64, 71335: const     0.019499
vwretd    2.087775
SMB      -0.002012
HML      -0.012157
dtype: float64, 71336: const     0.010756
vwretd    2.746762
SMB      -0.008475
HML      -0.033341
dtype: float64, 71343: const     0.009705
vwretd    0.744733
SMB      -0.000619
HML       0.000252
dtype: float64, 71351: const     0.010424
vwretd    0.215430
SMB      -0.000214
HML      -0.004472
dtype: float64, 71352: const    -0.126639
vwretd    2.341034
SMB       0.024150
HML       0.026407
dtype: float64, 71378: const     0.001024
vwretd    2.529628
SMB      -0.013615
HML       0.000243
dtype: float64, 71379: const     0.001825
vwretd    0.349899
SMB       0.004023
HML       0.004100
dtype: float64, 71386: const     0.007440
vwretd    0.734779
SMB      -0.003336
HML      -0.003110
dtype: float64, 71387: const      0.022793
vwretd    16.736494
SMB       -0.226852
HML       -0.142178
dtype: float64, 71394: const     0.007532
vwretd    0.327752
SMB      -0.003658
HML       0.002739
dtype: float64, 71395: const     0.000761
vwretd    0.611535
SMB       0.002054
HML       0.006979
dtype: float64, 71407: const    -0.019347
vwretd    2.955087
SMB      -0.022062
HML       0.022506
dtype: float64, 71408: const     0.015539
vwretd    0.606163
SMB       0.007962
HML      -0.003469
dtype: float64, 71415: const    -0.003346
vwretd    1.086329
SMB      -0.003923
HML       0.010051
dtype: float64, 71416: const    -0.058782
vwretd    0.014923
SMB       0.285947
HML      -0.040162
dtype: float64, 71423: const     0.007177
vwretd    0.474386
SMB      -0.000284
HML      -0.004490
dtype: float64, 71424: const     0.013277
vwretd    0.231240
SMB       0.005655
HML       0.003195
dtype: float64, 71431: const    -0.012001
vwretd    3.341469
SMB      -0.010758
HML       0.015171
dtype: float64, 71432: const    -0.006739
vwretd    0.592428
SMB       0.005797
HML       0.004489
dtype: float64, 71458: const    -0.001047
vwretd    1.026373
SMB      -0.000470
HML       0.002258
dtype: float64, 71459: const    -0.154226
vwretd    1.077363
SMB       0.038352
HML       0.030573
dtype: float64, 71467: const     0.034577
vwretd    0.470820
SMB       0.009127
HML      -0.004867
dtype: float64, 71475: const     0.008359
vwretd    0.365394
SMB       0.000226
HML       0.002732
dtype: float64, 71483: const     0.005614
vwretd    0.118351
SMB       0.007135
HML       0.000385
dtype: float64, 71512: const     0.005310
vwretd    0.210695
SMB       0.005520
HML       0.000272
dtype: float64, 71538: const    -0.000206
vwretd    1.445119
SMB       0.009831
HML       0.010958
dtype: float64, 71539: const     0.001325
vwretd    0.675352
SMB       0.014970
HML      -0.002445
dtype: float64, 71547: const     0.022751
vwretd    0.948054
SMB      -0.002318
HML      -0.004661
dtype: float64, 71554: const    -0.001465
vwretd    0.909585
SMB       0.014234
HML       0.014926
dtype: float64, 71555: const    -0.003703
vwretd    0.462931
SMB       0.013334
HML      -0.000625
dtype: float64, 71562: const     0.019756
vwretd    0.744559
SMB       0.010757
HML       0.006026
dtype: float64, 71563: const     0.000051
vwretd    0.843293
SMB      -0.000330
HML       0.009480
dtype: float64, 71571: const     0.002867
vwretd    0.981585
SMB       0.009205
HML       0.008118
dtype: float64, 71589: const    -0.008431
vwretd    1.754074
SMB      -0.000260
HML       0.010683
dtype: float64, 71590: const    -0.141649
vwretd   -1.346786
SMB       0.067460
HML       0.003931
dtype: float64, 71598: const     0.000734
vwretd    0.205627
SMB       0.002841
HML       0.004142
dtype: float64, 71627: const     0.001790
vwretd    0.051486
SMB       0.002399
HML       0.001739
dtype: float64, 71635: const    -0.020235
vwretd    0.821184
SMB       0.015673
HML       0.013065
dtype: float64, 71643: const    -0.002170
vwretd    0.380304
SMB       0.005586
HML      -0.004679
dtype: float64, 71651: const    -0.012893
vwretd    0.847476
SMB       0.015998
HML       0.005553
dtype: float64, 71678: const     0.016059
vwretd    0.312871
SMB       0.003296
HML       0.000441
dtype: float64, 71685: const    -0.004611
vwretd    1.575848
SMB       0.008103
HML       0.002669
dtype: float64, 71686: const     0.003115
vwretd    0.941793
SMB      -0.000922
HML       0.008723
dtype: float64, 71694: const    -0.132837
vwretd    0.717609
SMB      -0.007775
HML       0.012462
dtype: float64, 71715: const     0.004817
vwretd    0.788837
SMB       0.004646
HML      -0.001853
dtype: float64, 71722: const     0.002123
vwretd    0.239865
SMB       0.000300
HML       0.000625
dtype: float64, 71731: const     0.001332
vwretd    0.938896
SMB       0.014467
HML       0.001353
dtype: float64, 71750: const     0.012560
vwretd    0.104720
SMB       0.008316
HML      -0.005457
dtype: float64, 71765: const     0.003817
vwretd    1.407417
SMB      -0.000713
HML       0.004673
dtype: float64, 71774: const    -0.037982
vwretd    0.650958
SMB       0.016635
HML       0.000537
dtype: float64, 71782: const     0.010393
vwretd    0.314608
SMB       0.003998
HML       0.004324
dtype: float64, 71803: const     0.005425
vwretd    0.630963
SMB       0.003496
HML       0.007756
dtype: float64, 71810: const     0.005234
vwretd    0.345353
SMB      -0.001000
HML       0.001516
dtype: float64, 71811: const     0.006209
vwretd    0.443214
SMB       0.003186
HML       0.006048
dtype: float64, 71830: const     0.007704
vwretd    1.460982
SMB      -0.001202
HML      -0.002123
dtype: float64, 71837: const     0.002683
vwretd    0.441879
SMB       0.003774
HML      -0.001753
dtype: float64, 71838: const      0.101689
vwretd    20.896422
SMB       -0.343336
HML       -0.265044
dtype: float64, 71845: const     0.021656
vwretd   -0.012686
SMB       0.084739
HML       0.045092
dtype: float64, 71846: const     0.068332
vwretd   -0.159287
SMB      -0.036199
HML      -0.064783
dtype: float64, 71854: const    -0.011372
vwretd    1.397911
SMB       0.017580
HML       0.009078
dtype: float64, 71862: const     0.004081
vwretd    1.110775
SMB       0.017626
HML      -0.001922
dtype: float64, 71888: const    -0.015590
vwretd    0.685721
SMB       0.014342
HML       0.006627
dtype: float64, 71889: const    -0.003811
vwretd    1.034963
SMB       0.005043
HML       0.007458
dtype: float64, 71909: const     0.006059
vwretd    1.442239
SMB       0.003650
HML       0.013643
dtype: float64, 71918: const     0.000001
vwretd   -0.993689
SMB       0.036137
HML       0.000863
dtype: float64, 71926: const     0.016182
vwretd    0.924410
SMB       0.009486
HML       0.008254
dtype: float64, 71933: const     0.034197
vwretd    0.296199
SMB       0.019701
HML       0.006237
dtype: float64, 71934: const    -0.003742
vwretd    2.127435
SMB      -0.000154
HML       0.014141
dtype: float64, 71942: const     0.006182
vwretd    0.911153
SMB       0.003596
HML       0.000314
dtype: float64, 71969: const     0.016462
vwretd    0.102500
SMB       0.003162
HML      -0.002475
dtype: float64, 71976: const    -0.045536
vwretd    1.866766
SMB       0.009381
HML       0.048019
dtype: float64, 71977: const      0.459130
vwretd   -26.289964
SMB        0.289327
HML       -0.128383
dtype: float64, 71984: const    -0.017406
vwretd    1.183126
SMB       0.006443
HML       0.011792
dtype: float64, 71985: const     0.012611
vwretd    0.883912
SMB       0.009604
HML       0.006232
dtype: float64, 71992: const     0.011118
vwretd    0.377029
SMB       0.007157
HML      -0.000112
dtype: float64, 71993: const    -0.018645
vwretd    0.816685
SMB       0.011158
HML      -0.002564
dtype: float64, 72005: const    -0.003503
vwretd    1.497208
SMB       0.008478
HML       0.008902
dtype: float64, 72013: const     0.008735
vwretd    0.999777
SMB       0.016418
HML       0.015421
dtype: float64, 72021: const     0.312578
vwretd    5.299838
SMB       0.222806
HML      -0.048093
dtype: float64, 72040: const    -0.028809
vwretd    0.595611
SMB       0.042212
HML       0.006535
dtype: float64, 72048: const     0.002204
vwretd    0.354667
SMB       0.009274
HML       0.003373
dtype: float64, 72055: const     0.012979
vwretd    1.336484
SMB       0.000485
HML      -0.022139
dtype: float64, 72056: const     0.028806
vwretd    1.051671
SMB       0.005928
HML      -0.011095
dtype: float64, 72063: const     0.004301
vwretd    2.531449
SMB       0.030908
HML       0.052944
dtype: float64, 72064: const    -0.006859
vwretd    2.216730
SMB       0.020231
HML       0.008589
dtype: float64, 72072: const     0.009799
vwretd    1.369159
SMB       0.020179
HML      -0.006062
dtype: float64, 72098: const     0.016257
vwretd    1.498082
SMB       0.003779
HML      -0.008872
dtype: float64, 72099: const    -0.351192
vwretd    0.376834
SMB       0.012288
HML       0.118032
dtype: float64, 72100: const    -0.008260
vwretd    1.224402
SMB       0.012179
HML       0.007959
dtype: float64, 72101: const     0.028120
vwretd    2.424385
SMB       0.034565
HML      -0.000741
dtype: float64, 72119: const     0.010222
vwretd    0.679582
SMB       0.011382
HML      -0.004521
dtype: float64, 72120: const    -0.000851
vwretd   -0.492178
SMB       0.016098
HML      -0.034443
dtype: float64, 72128: const     0.006297
vwretd    0.980464
SMB       0.012660
HML      -0.001411
dtype: float64, 72135: const    -0.002009
vwretd    0.599334
SMB       0.003762
HML       0.004928
dtype: float64, 72136: const     0.007801
vwretd   -0.247594
SMB       0.023728
HML       0.001391
dtype: float64, 72144: const    -0.055011
vwretd    0.882226
SMB       0.015097
HML       0.016999
dtype: float64, 72152: const     0.041603
vwretd    1.383108
SMB      -0.021792
HML      -0.009674
dtype: float64, 72179: const     0.021878
vwretd    0.682531
SMB       0.007342
HML       0.000373
dtype: float64, 72195: const     0.006280
vwretd    0.689460
SMB       0.013856
HML      -0.002827
dtype: float64, 72207: const    -0.101431
vwretd    1.529504
SMB       0.017796
HML       0.030178
dtype: float64, 72208: const     0.028585
vwretd   -1.104121
SMB       0.054198
HML      -0.003071
dtype: float64, 72216: const     0.009276
vwretd    0.527657
SMB       0.017098
HML      -0.009458
dtype: float64, 72224: const    -0.080678
vwretd   -0.315510
SMB       0.020528
HML       0.011469
dtype: float64, 72231: const     0.003067
vwretd    0.334574
SMB       0.000870
HML       0.001133
dtype: float64, 72232: const    -0.000586
vwretd    0.922616
SMB       0.013342
HML       0.005764
dtype: float64, 72259: const    -0.083958
vwretd    0.190845
SMB       0.028342
HML      -0.012136
dtype: float64, 72267: const    -0.356037
vwretd    9.079369
SMB      -0.017540
HML       0.068245
dtype: float64, 72274: const    -0.032140
vwretd    0.293599
SMB       0.017798
HML       0.007350
dtype: float64, 72275: const    -0.022524
vwretd    0.627470
SMB       0.004787
HML       0.004785
dtype: float64, 72291: const     0.005745
vwretd    0.902740
SMB       0.003816
HML       0.003328
dtype: float64, 72304: const     0.011397
vwretd    1.022644
SMB       0.013055
HML      -0.000123
dtype: float64, 72311: const     0.062290
vwretd    1.797269
SMB      -0.006241
HML      -0.018941
dtype: float64, 72338: const     0.009125
vwretd    0.446031
SMB       0.006848
HML       0.007141
dtype: float64, 72339: const     0.008556
vwretd    1.458299
SMB       0.015218
HML       0.000406
dtype: float64, 72371: const    -0.054510
vwretd    2.067370
SMB       0.005433
HML       0.009945
dtype: float64, 72389: const    -0.057459
vwretd    1.504360
SMB       0.018083
HML       0.013618
dtype: float64, 72390: const     0.000163
vwretd    1.465344
SMB       0.006756
HML       0.009075
dtype: float64, 72398: const    -0.013737
vwretd    0.188987
SMB       0.020737
HML      -0.006462
dtype: float64, 72427: const    -0.094750
vwretd    0.278801
SMB       0.028404
HML       0.015394
dtype: float64, 72442: const     0.012614
vwretd    0.969008
SMB       0.002565
HML       0.011507
dtype: float64, 72443: const    -0.010004
vwretd    1.120814
SMB       0.032029
HML      -0.003101
dtype: float64, 72470: const     0.020583
vwretd    0.759517
SMB      -0.001086
HML      -0.000443
dtype: float64, 72478: const     0.016496
vwretd    0.756113
SMB       0.019105
HML      -0.006160
dtype: float64, 72486: const     0.000272
vwretd    1.348632
SMB       0.013960
HML      -0.000810
dtype: float64, 72494: const    -0.002521
vwretd    0.889203
SMB       0.008151
HML       0.004931
dtype: float64, 72507: const     0.015037
vwretd    0.164358
SMB       0.001655
HML      -0.004962
dtype: float64, 72514: const    -0.023258
vwretd    0.504769
SMB       0.010744
HML       0.011067
dtype: float64, 72515: const    -0.017291
vwretd    1.269301
SMB       0.017776
HML       0.008653
dtype: float64, 72523: const     0.010490
vwretd    1.144770
SMB       0.014059
HML      -0.006547
dtype: float64, 72531: const     0.003901
vwretd    0.052496
SMB       0.008610
HML      -0.003414
dtype: float64, 72550: const     0.003572
vwretd    0.761619
SMB       0.009023
HML       0.001938
dtype: float64, 72557: const     0.000082
vwretd    1.419133
SMB       0.002188
HML       0.003701
dtype: float64, 72558: const    -0.059190
vwretd   -0.874098
SMB       0.007442
HML      -0.010952
dtype: float64, 72574: const    -0.021178
vwretd    2.119359
SMB       0.016322
HML       0.014354
dtype: float64, 72581: const    -0.032766
vwretd    1.060404
SMB       0.001836
HML       0.000854
dtype: float64, 72602: const    -0.025422
vwretd    1.364526
SMB      -0.008735
HML       0.024319
dtype: float64, 72603: const    -0.006163
vwretd    1.437429
SMB       0.015162
HML      -0.000692
dtype: float64, 72611: const     0.022358
vwretd    0.211157
SMB       0.007535
HML       0.000124
dtype: float64, 72630: const    -0.089474
vwretd    4.651393
SMB      -0.008973
HML       0.036409
dtype: float64, 72638: const     0.014814
vwretd    1.116909
SMB      -0.004463
HML      -0.004108
dtype: float64, 72646: const    -0.003051
vwretd    0.503629
SMB       0.002510
HML       0.009444
dtype: float64, 72654: const     0.010055
vwretd    1.133670
SMB       0.065038
HML      -0.010277
dtype: float64, 72661: const     0.001649
vwretd    0.380254
SMB       0.005874
HML       0.005695
dtype: float64, 72662: const     0.005612
vwretd    0.757762
SMB       0.016759
HML       0.004224
dtype: float64, 72688: const     0.001579
vwretd    1.777318
SMB       0.000744
HML       0.010832
dtype: float64, 72696: const    -0.003440
vwretd    1.715959
SMB       0.008447
HML       0.014946
dtype: float64, 72697: const     0.032404
vwretd    0.511660
SMB       0.008876
HML       0.004452
dtype: float64, 72710: const     0.006496
vwretd    1.314784
SMB       0.009076
HML       0.013310
dtype: float64, 72725: const    -0.003800
vwretd    0.451730
SMB       0.004071
HML       0.009406
dtype: float64, 72726: const     0.001206
vwretd    1.414134
SMB      -0.001527
HML       0.005598
dtype: float64, 72733: const    -0.001662
vwretd    0.807503
SMB       0.004674
HML       0.006987
dtype: float64, 72741: const    -0.000736
vwretd    0.594766
SMB       0.004658
HML       0.004767
dtype: float64, 72742: const    -0.018934
vwretd    0.015055
SMB       0.056519
HML       0.017443
dtype: float64, 72768: const     0.006162
vwretd    0.576550
SMB       0.001353
HML       0.005014
dtype: float64, 72769: const     0.006421
vwretd    0.880277
SMB       0.003821
HML      -0.000578
dtype: float64, 72776: const     0.003560
vwretd    0.482549
SMB       0.000551
HML      -0.000311
dtype: float64, 72777: const    -0.025149
vwretd    1.243736
SMB       0.002628
HML       0.012731
dtype: float64, 72785: const    -0.051190
vwretd    2.185301
SMB       0.028244
HML       0.009036
dtype: float64, 72792: const     0.022147
vwretd    1.319827
SMB       0.004818
HML      -0.008671
dtype: float64, 72793: const     0.014315
vwretd    1.703286
SMB       0.005260
HML      -0.010317
dtype: float64, 72813: const    -0.000192
vwretd    1.348277
SMB       0.001490
HML       0.000943
dtype: float64, 72814: const    -0.010144
vwretd    0.844907
SMB       0.010401
HML       0.011148
dtype: float64, 72822: const     0.005526
vwretd    0.534498
SMB       0.010070
HML      -0.005240
dtype: float64, 72849: const    -0.021289
vwretd    0.660635
SMB       0.018669
HML       0.005637
dtype: float64, 72857: const    -0.069810
vwretd    1.468143
SMB      -0.013469
HML      -0.003857
dtype: float64, 72864: const     0.007492
vwretd    0.422054
SMB       0.002418
HML       0.003282
dtype: float64, 72872: const     0.003180
vwretd    0.781575
SMB       0.006626
HML       0.010432
dtype: float64, 72900: const     0.000764
vwretd   -0.093242
SMB      -0.007856
HML      -0.026889
dtype: float64, 72902: const    -0.081027
vwretd   -0.236350
SMB       0.007033
HML      -0.032856
dtype: float64, 72928: const     0.041713
vwretd    0.753652
SMB       0.013260
HML      -0.018910
dtype: float64, 72937: const    -0.016483
vwretd    1.006268
SMB       0.010941
HML       0.009642
dtype: float64, 72945: const    -0.000457
vwretd    0.788490
SMB       0.023197
HML       0.006753
dtype: float64, 72953: const    -0.015062
vwretd    2.248264
SMB       0.026507
HML       0.013091
dtype: float64, 72961: const     0.001696
vwretd    1.082449
SMB       0.003833
HML       0.005285
dtype: float64, 72980: const     0.001829
vwretd    0.917128
SMB       0.008844
HML       0.008197
dtype: float64, 72988: const    -0.015501
vwretd    1.046747
SMB       0.011041
HML       0.008411
dtype: float64, 72996: const     0.001196
vwretd    1.202577
SMB       0.006861
HML       0.007734
dtype: float64, 73008: const     0.014836
vwretd    0.864033
SMB       0.008226
HML       0.002321
dtype: float64, 73016: const     0.021044
vwretd    0.205362
SMB       0.004466
HML      -0.017330
dtype: float64, 73024: const     0.008727
vwretd    0.080521
SMB      -0.011798
HML      -0.017539
dtype: float64, 73032: const    -0.031654
vwretd    1.188583
SMB       0.022783
HML       0.001385
dtype: float64, 73059: const    -0.101140
vwretd    0.421873
SMB       0.019507
HML       0.019722
dtype: float64, 73067: const    -0.078238
vwretd    2.862024
SMB      -0.001958
HML       0.036185
dtype: float64, 73075: const     0.001362
vwretd    1.447198
SMB       0.000420
HML      -0.011972
dtype: float64, 73083: const     0.000470
vwretd    0.763617
SMB       0.007957
HML       0.002313
dtype: float64, 73091: const    -0.026987
vwretd    0.312512
SMB       0.005128
HML       0.017385
dtype: float64, 73104: const     0.011883
vwretd    0.543454
SMB       0.003847
HML       0.001791
dtype: float64, 73112: const    -0.030731
vwretd    2.640276
SMB      -0.009545
HML       0.014662
dtype: float64, 73139: const     0.009550
vwretd    1.093960
SMB      -0.002386
HML      -0.001530
dtype: float64, 73147: const     0.007266
vwretd    1.279133
SMB       0.006857
HML       0.004240
dtype: float64, 73163: const     0.062441
vwretd   -0.739939
SMB      -0.009439
HML      -0.020371
dtype: float64, 73171: const    -0.018392
vwretd    1.139048
SMB       0.018389
HML       0.018197
dtype: float64, 73198: const     0.014308
vwretd    0.728916
SMB       0.012233
HML       0.005549
dtype: float64, 73219: const     0.012011
vwretd    0.370540
SMB       0.008078
HML       0.001018
dtype: float64, 73227: const     -0.098322
vwretd   -14.985159
SMB        0.147435
HML        0.081675
dtype: float64, 73235: const     0.012690
vwretd    0.993230
SMB       0.011704
HML       0.003941
dtype: float64, 73243: const     0.002624
vwretd    0.447432
SMB       0.009911
HML       0.002826
dtype: float64, 73251: const     0.004247
vwretd    0.685251
SMB       0.001116
HML       0.006218
dtype: float64, 73278: const    -0.025000
vwretd    1.172496
SMB       0.006043
HML       0.011643
dtype: float64, 73294: const     0.007530
vwretd    0.644402
SMB       0.011961
HML      -0.008811
dtype: float64, 73315: const    -0.001841
vwretd    0.479380
SMB       0.009812
HML       0.008861
dtype: float64, 73323: const     0.003614
vwretd    0.961797
SMB       0.026779
HML       0.003339
dtype: float64, 73331: const    -0.007023
vwretd    0.290844
SMB       0.016957
HML       0.006369
dtype: float64, 73350: const     0.033354
vwretd    0.274264
SMB       0.015626
HML      -0.008310
dtype: float64, 73358: const     0.004321
vwretd    0.853403
SMB       0.012015
HML       0.008337
dtype: float64, 73366: const     0.012557
vwretd    0.498756
SMB       0.020752
HML      -0.009017
dtype: float64, 73374: const    -0.035562
vwretd    1.717449
SMB      -0.001846
HML       0.006716
dtype: float64, 73403: const    -0.026765
vwretd    0.540639
SMB       0.013085
HML       0.008543
dtype: float64, 73411: const     0.007977
vwretd    0.585820
SMB       0.005576
HML       0.008179
dtype: float64, 73430: const    -0.023940
vwretd    0.856958
SMB       0.054425
HML      -0.005066
dtype: float64, 73438: const     0.005324
vwretd    2.104667
SMB       0.025231
HML       0.000668
dtype: float64, 73446: const     0.010800
vwretd    0.197014
SMB       0.010803
HML      -0.001150
dtype: float64, 73462: const     0.043487
vwretd    0.302850
SMB      -0.032742
HML      -0.022938
dtype: float64, 73489: const    -0.006090
vwretd    0.779790
SMB       0.006179
HML       0.004362
dtype: float64, 73497: const    -0.010919
vwretd    0.693626
SMB       0.012313
HML       0.002567
dtype: float64, 73510: const    -0.021166
vwretd    0.640209
SMB       0.017689
HML       0.003868
dtype: float64, 73526: const    -0.019764
vwretd    1.057678
SMB       0.010563
HML      -0.009510
dtype: float64, 73542: const     0.003368
vwretd    0.473319
SMB       0.010629
HML       0.005012
dtype: float64, 73569: const    -0.006605
vwretd    0.774152
SMB      -0.000113
HML      -0.005246
dtype: float64, 73577: const     0.006617
vwretd    0.531442
SMB       0.004765
HML       0.003996
dtype: float64, 73585: const     0.004432
vwretd    0.710099
SMB       0.013581
HML       0.012364
dtype: float64, 73593: const    -0.032771
vwretd    1.474339
SMB       0.020466
HML       0.028762
dtype: float64, 73606: const     0.008586
vwretd    0.051579
SMB       0.003843
HML      -0.005326
dtype: float64, 73614: const    -0.005076
vwretd    1.324496
SMB      -0.001151
HML      -0.000681
dtype: float64, 73622: const    -0.006027
vwretd    1.707532
SMB       0.014353
HML       0.011178
dtype: float64, 73649: const     0.001501
vwretd    0.981731
SMB       0.007922
HML       0.001319
dtype: float64, 73665: const    -0.001016
vwretd    0.071611
SMB      -0.003708
HML       0.001290
dtype: float64, 73673: const     0.032751
vwretd    0.654362
SMB       0.012508
HML      -0.005331
dtype: float64, 73681: const     0.009559
vwretd    0.918868
SMB       0.011130
HML      -0.006542
dtype: float64, 73700: const    -0.000270
vwretd    0.402358
SMB       0.006689
HML      -0.000811
dtype: float64, 73702: const    -0.060942
vwretd    1.066142
SMB       0.023900
HML      -0.005297
dtype: float64, 73729: const    -0.020925
vwretd    1.024575
SMB       0.013900
HML      -0.004260
dtype: float64, 73737: const     0.005208
vwretd    0.960878
SMB       0.004872
HML       0.005721
dtype: float64, 73745: const    -0.016205
vwretd    0.635711
SMB      -0.001405
HML       0.007451
dtype: float64, 73753: const     0.022528
vwretd    1.068703
SMB      -0.001976
HML      -0.012666
dtype: float64, 73780: const     0.017558
vwretd    2.204002
SMB       0.010288
HML       0.041941
dtype: float64, 73788: const    -0.020999
vwretd    0.430904
SMB      -0.003392
HML      -0.035979
dtype: float64, 73796: const     0.012238
vwretd    0.756127
SMB       0.015984
HML      -0.002312
dtype: float64, 73809: const     0.000455
vwretd    0.714538
SMB       0.004377
HML       0.009392
dtype: float64, 73817: const    -0.006003
vwretd    0.954569
SMB       0.005594
HML      -0.013873
dtype: float64, 73825: const     0.019252
vwretd    0.433535
SMB       0.004497
HML      -0.003795
dtype: float64, 73833: const    -0.028959
vwretd    1.079761
SMB       0.000905
HML       0.006832
dtype: float64, 73860: const     0.012326
vwretd    0.312329
SMB       0.017665
HML      -0.006053
dtype: float64, 73868: const    -0.031838
vwretd    1.236001
SMB       0.008415
HML       0.013040
dtype: float64, 73892: const    -0.012908
vwretd    0.846186
SMB       0.007915
HML       0.002800
dtype: float64, 73905: const     0.037624
vwretd    0.890358
SMB       0.000307
HML      -0.008260
dtype: float64, 73913: const     0.006679
vwretd    0.820266
SMB       0.014177
HML      -0.012654
dtype: float64, 73921: const    -0.013971
vwretd    1.066739
SMB       0.024131
HML       0.011146
dtype: float64, 73940: const     0.013603
vwretd    1.159259
SMB       0.007888
HML      -0.010015
dtype: float64, 73948: const     0.037603
vwretd    0.427754
SMB       0.006998
HML       0.013569
dtype: float64, 73956: const    -0.003432
vwretd    0.800772
SMB       0.008552
HML      -0.006574
dtype: float64, 73964: const    -0.021202
vwretd    1.258196
SMB       0.042806
HML       0.007518
dtype: float64, 73972: const     0.017095
vwretd    0.895547
SMB       0.008538
HML      -0.001742
dtype: float64, 73999: const     0.000950
vwretd    0.086206
SMB       0.012826
HML      -0.008196
dtype: float64, 74019: const    -0.008318
vwretd    0.961852
SMB       0.006576
HML       0.014448
dtype: float64, 74027: const    -0.018251
vwretd    0.325399
SMB       0.009180
HML      -0.006287
dtype: float64, 74035: const     0.021485
vwretd    1.104030
SMB       0.030291
HML       0.005609
dtype: float64, 74043: const     0.008843
vwretd    0.323906
SMB       0.003098
HML      -0.002120
dtype: float64, 74051: const     0.023982
vwretd    0.750882
SMB       0.025104
HML      -0.008843
dtype: float64, 74070: const     0.013691
vwretd    1.159882
SMB       0.029527
HML      -0.009876
dtype: float64, 74078: const     0.001185
vwretd    1.648058
SMB       0.018785
HML      -0.001951
dtype: float64, 74086: const     0.006004
vwretd    1.255820
SMB       0.014111
HML       0.001212
dtype: float64, 74094: const     0.066491
vwretd    0.748791
SMB      -0.011942
HML      -0.003144
dtype: float64, 74107: const     0.000783
vwretd    0.602439
SMB      -0.003236
HML      -0.015750
dtype: float64, 74115: const    -0.081818
vwretd    1.422516
SMB       0.032413
HML       0.009595
dtype: float64, 74123: const    -0.011292
vwretd    1.576418
SMB       0.014850
HML      -0.003756
dtype: float64, 74131: const    -0.025905
vwretd    1.013820
SMB       0.009816
HML      -0.016714
dtype: float64, 74150: const     0.020679
vwretd    0.570977
SMB       0.014149
HML      -0.010678
dtype: float64, 74158: const    -0.019317
vwretd   -0.214619
SMB       0.015796
HML       0.008793
dtype: float64, 74166: const    -0.010374
vwretd    0.225918
SMB       0.014840
HML       0.011686
dtype: float64, 74174: const     0.022890
vwretd    1.553853
SMB      -0.013909
HML       0.035405
dtype: float64, 74182: const    -0.003198
vwretd    0.539146
SMB      -0.002402
HML      -0.032001
dtype: float64, 74203: const     0.002610
vwretd    1.161179
SMB       0.006952
HML       0.006853
dtype: float64, 74211: const     0.029569
vwretd    3.192625
SMB       0.167470
HML       0.342307
dtype: float64, 74230: const     0.008898
vwretd    0.895703
SMB       0.001876
HML       0.000406
dtype: float64, 74246: const     0.005687
vwretd    0.944454
SMB       0.000802
HML       0.001139
dtype: float64, 74254: const     0.002712
vwretd    0.046201
SMB       0.003470
HML       0.000054
dtype: float64, 74289: const    -0.074176
vwretd    1.451382
SMB       0.017356
HML       0.015144
dtype: float64, 74297: const     0.011908
vwretd    0.322252
SMB       0.005572
HML      -0.004007
dtype: float64, 74310: const    -0.028551
vwretd    1.723099
SMB      -0.005217
HML       0.017554
dtype: float64, 74318: const     0.004308
vwretd    0.347569
SMB       0.009028
HML       0.012368
dtype: float64, 74326: const    -0.058730
vwretd    1.833572
SMB      -0.013045
HML       0.000884
dtype: float64, 74334: const    -0.023573
vwretd   -0.057462
SMB       0.003505
HML       0.008832
dtype: float64, 74342: const     0.004332
vwretd    0.149437
SMB       0.008295
HML       0.002030
dtype: float64, 74369: const     0.022664
vwretd    0.721255
SMB       0.085942
HML       0.005619
dtype: float64, 74377: const    -0.013629
vwretd    2.471898
SMB      -0.001710
HML      -0.010487
dtype: float64, 74385: const    -0.002756
vwretd    1.196040
SMB      -0.000104
HML       0.007228
dtype: float64, 74393: const     0.007929
vwretd    0.804546
SMB      -0.000874
HML      -0.000006
dtype: float64, 74406: const     0.008561
vwretd    1.112467
SMB       0.005677
HML      -0.001411
dtype: float64, 74414: const    -0.045829
vwretd    0.948464
SMB       0.035574
HML       0.010806
dtype: float64, 74422: const    -0.044544
vwretd   -1.184868
SMB       0.142531
HML      -0.009889
dtype: float64, 74457: const     -2.009501
vwretd    88.430825
SMB        0.984504
HML        0.668543
dtype: float64, 74465: const     0.005185
vwretd    0.825582
SMB       0.015629
HML       0.008263
dtype: float64, 74473: const    -0.023585
vwretd    0.523841
SMB       0.025627
HML      -0.000914
dtype: float64, 74481: const     0.004991
vwretd    0.849826
SMB       0.003608
HML      -0.001172
dtype: float64, 74500: const     0.013416
vwretd    0.699036
SMB       0.007152
HML      -0.001136
dtype: float64, 74502: const    -0.057151
vwretd   -0.856861
SMB       0.019880
HML      -0.012940
dtype: float64, 74529: const    -0.035049
vwretd    0.599324
SMB       0.012676
HML       0.004498
dtype: float64, 74537: const     0.036748
vwretd    1.633145
SMB      -0.000910
HML       0.004595
dtype: float64, 74545: const    -0.028879
vwretd    0.764291
SMB       0.019253
HML       0.037851
dtype: float64, 74553: const     0.001017
vwretd    0.490027
SMB       0.008007
HML       0.001926
dtype: float64, 74561: const    -0.002070
vwretd    1.101048
SMB       0.005808
HML      -0.006126
dtype: float64, 74580: const     0.025454
vwretd    0.415879
SMB       0.024672
HML      -0.016252
dtype: float64, 74588: const     0.019019
vwretd    0.652288
SMB       0.038839
HML      -0.004300
dtype: float64, 74596: const    -0.047083
vwretd   -2.032985
SMB       0.027657
HML      -0.044860
dtype: float64, 74617: const     0.005815
vwretd    1.502610
SMB       0.005744
HML      -0.008894
dtype: float64, 74625: const    -0.013847
vwretd    1.354607
SMB       0.025614
HML      -0.006319
dtype: float64, 74641: const     0.036987
vwretd   -8.010356
SMB       0.013231
HML      -0.047315
dtype: float64, 74660: const     0.059915
vwretd   -0.413604
SMB      -0.004857
HML      -0.036657
dtype: float64, 74676: const    -0.002783
vwretd    1.120702
SMB      -0.003842
HML      -0.020834
dtype: float64, 74692: const     0.129380
vwretd   -0.000997
SMB      -0.005812
HML       0.040741
dtype: float64, 74721: const    -0.003223
vwretd    1.299985
SMB       0.016572
HML       0.035369
dtype: float64, 74740: const     0.006419
vwretd    0.637341
SMB       0.006242
HML       0.001118
dtype: float64, 74756: const    -0.004851
vwretd   -0.982467
SMB       0.010188
HML      -0.021421
dtype: float64, 74764: const    -0.016128
vwretd    0.759016
SMB       0.018428
HML       0.003547
dtype: float64, 74772: const    -0.031005
vwretd    1.381268
SMB       0.004937
HML       0.010104
dtype: float64, 74801: const     0.005107
vwretd    0.383710
SMB       0.026363
HML       0.004123
dtype: float64, 74820: const    -0.031975
vwretd    0.708229
SMB      -0.005085
HML      -0.002471
dtype: float64, 74828: const     0.002240
vwretd    1.209792
SMB       0.008276
HML       0.002111
dtype: float64, 74836: const    -0.002179
vwretd    1.398726
SMB       0.009234
HML       0.000683
dtype: float64, 74844: const    -0.166542
vwretd   -1.910804
SMB      -0.090024
HML      -0.064816
dtype: float64, 74852: const     0.031733
vwretd    0.613311
SMB       0.001883
HML       0.001959
dtype: float64, 74887: const     0.007119
vwretd    1.026356
SMB       0.017425
HML      -0.025255
dtype: float64, 74895: const    -0.006024
vwretd    1.110101
SMB       0.010990
HML       0.003208
dtype: float64, 74908: const     0.004648
vwretd    0.892711
SMB       0.008856
HML       0.002690
dtype: float64, 74916: const    -0.009461
vwretd    0.726949
SMB       0.014719
HML       0.005211
dtype: float64, 74924: const     0.005939
vwretd    0.301296
SMB       0.009208
HML      -0.014551
dtype: float64, 74932: const    -0.003864
vwretd    0.758701
SMB       0.006187
HML       0.008159
dtype: float64, 74959: const    -0.010093
vwretd    0.686175
SMB       0.023651
HML       0.004890
dtype: float64, 74967: const    -0.123769
vwretd    3.274698
SMB       0.000293
HML       0.016640
dtype: float64, 74975: const     0.010699
vwretd    0.564562
SMB       0.011610
HML      -0.013522
dtype: float64, 74983: const     0.010730
vwretd    0.166895
SMB       0.005451
HML      -0.000581
dtype: float64, 74991: const       1.625056
vwretd    177.237720
SMB        -2.610000
HML        -1.695104
dtype: float64, 75000: const     0.016437
vwretd    0.864033
SMB      -0.002272
HML      -0.027989
dtype: float64, 75001: const    -0.062503
vwretd    0.582292
SMB       0.014807
HML       0.020444
dtype: float64, 75002: const    -0.001814
vwretd    1.480036
SMB       0.003652
HML       0.002631
dtype: float64, 75003: const     0.045003
vwretd    0.207423
SMB       0.021496
HML      -0.008539
dtype: float64, 75004: const    -0.017219
vwretd    0.958559
SMB       0.036838
HML       0.020186
dtype: float64, 75005: const     0.002268
vwretd    0.310828
SMB       0.001973
HML      -0.007614
dtype: float64, 75006: const    -0.073606
vwretd    1.745642
SMB       0.025091
HML       0.011189
dtype: float64, 75007: const    -0.004192
vwretd    0.399090
SMB       0.000591
HML      -0.005813
dtype: float64, 75008: const     0.007844
vwretd    0.709372
SMB       0.000412
HML      -0.003444
dtype: float64, 75009: const    -0.036280
vwretd    4.456207
SMB      -0.010271
HML       0.004145
dtype: float64, 75010: const     0.001718
vwretd    1.121015
SMB      -0.000814
HML      -0.000514
dtype: float64, 75011: const    -0.001910
vwretd    1.220831
SMB       0.009388
HML      -0.003840
dtype: float64, 75012: const     0.008880
vwretd    0.279205
SMB      -0.000184
HML      -0.003235
dtype: float64, 75013: const     0.010535
vwretd    2.198916
SMB      -0.009550
HML      -0.014918
dtype: float64, 75014: const     0.008076
vwretd    0.771922
SMB      -0.003454
HML      -0.003296
dtype: float64, 75015: const     0.007633
vwretd    0.380643
SMB      -0.002987
HML       0.001395
dtype: float64, 75016: const    -0.035006
vwretd    1.246895
SMB       0.000334
HML       0.028666
dtype: float64, 75017: const     0.005491
vwretd    0.501692
SMB      -0.004466
HML       0.004777
dtype: float64, 75018: const     0.001320
vwretd    0.912663
SMB      -0.000256
HML      -0.001070
dtype: float64, 75019: const    -0.080437
vwretd    2.830519
SMB       0.033931
HML       0.018651
dtype: float64, 75020: const    -0.012446
vwretd    1.320642
SMB      -0.001491
HML       0.010709
dtype: float64, 75021: const     0.010739
vwretd    0.556435
SMB       0.000798
HML      -0.000054
dtype: float64, 75022: const    -0.034496
vwretd    4.245475
SMB      -0.005067
HML      -0.005483
dtype: float64, 75023: const    -0.002567
vwretd    0.852345
SMB      -0.004867
HML      -0.000408
dtype: float64, 75024: const    -0.004552
vwretd    1.412449
SMB       0.002569
HML       0.018748
dtype: float64, 75025: const    -0.088181
vwretd    3.703393
SMB       0.025835
HML       0.064830
dtype: float64, 75026: const    -0.008211
vwretd    1.410004
SMB       0.002901
HML       0.019395
dtype: float64, 75027: const     0.012279
vwretd    0.348645
SMB      -0.002697
HML       0.001487
dtype: float64, 75028: const    -0.034354
vwretd    1.852599
SMB      -0.012483
HML       0.009374
dtype: float64, 75029: const     0.008042
vwretd    0.298953
SMB      -0.000406
HML      -0.001559
dtype: float64, 75030: const     0.009472
vwretd    1.636952
SMB       0.015379
HML       0.001232
dtype: float64, 75031: const     0.032501
vwretd    0.680496
SMB       0.015677
HML      -0.013813
dtype: float64, 75032: const     0.000675
vwretd    1.266515
SMB       0.001080
HML      -0.000330
dtype: float64, 75033: const     0.001001
vwretd    1.279410
SMB       0.018668
HML       0.001643
dtype: float64, 75034: const    -0.003134
vwretd    1.231623
SMB       0.002005
HML       0.008820
dtype: float64, 75035: const    -0.012107
vwretd    2.003247
SMB       0.019379
HML       0.010278
dtype: float64, 75036: const    -0.000829
vwretd    0.933565
SMB       0.000709
HML       0.002369
dtype: float64, 75037: const     0.010508
vwretd    0.160468
SMB       0.003458
HML       0.001841
dtype: float64, 75038: const     0.013924
vwretd    1.160352
SMB       0.002580
HML      -0.006234
dtype: float64, 75039: const     0.004342
vwretd    0.977954
SMB       0.001216
HML       0.001896
dtype: float64, 75040: const    -0.004040
vwretd    0.459567
SMB       0.007004
HML       0.002939
dtype: float64, 75041: const     0.004936
vwretd    0.876366
SMB       0.003344
HML       0.007161
dtype: float64, 75042: const    -0.072146
vwretd    2.025401
SMB       0.037220
HML       0.051065
dtype: float64, 75043: const    -0.089813
vwretd    0.820756
SMB       0.026948
HML       0.043386
dtype: float64, 75044: const     0.006998
vwretd    0.956376
SMB       0.024356
HML       0.035626
dtype: float64, 75045: const    -0.017875
vwretd    1.149092
SMB       0.010762
HML       0.001982
dtype: float64, 75046: const    -0.011906
vwretd    0.810678
SMB      -0.005289
HML       0.006654
dtype: float64, 75047: const    -0.001582
vwretd    1.056518
SMB      -0.000135
HML      -0.000069
dtype: float64, 75048: const    -0.003592
vwretd    1.764287
SMB       0.009641
HML       0.004860
dtype: float64, 75049: const    -0.000021
vwretd    0.979029
SMB      -0.000090
HML      -0.000006
dtype: float64, 75050: const     0.054201
vwretd    0.315812
SMB      -0.004620
HML      -0.008493
dtype: float64, 75051: const    -0.005489
vwretd    0.834652
SMB       0.016636
HML       0.000910
dtype: float64, 75052: const    -0.202245
vwretd    4.336686
SMB       0.004971
HML       0.077471
dtype: float64, 75053: const     0.006688
vwretd    0.871198
SMB       0.010389
HML       0.002716
dtype: float64, 75054: const    -0.064585
vwretd    0.022153
SMB       0.018170
HML       0.017255
dtype: float64, 75055: const    -0.020557
vwretd    1.692577
SMB       0.019082
HML       0.009217
dtype: float64, 75056: const     0.015502
vwretd    1.681795
SMB       0.020269
HML       0.026070
dtype: float64, 75057: const    -0.001674
vwretd    0.812835
SMB       0.003205
HML       0.005762
dtype: float64, 75058: const     0.009314
vwretd    0.331088
SMB       0.004997
HML       0.003804
dtype: float64, 75059: const    -0.006388
vwretd    1.535220
SMB       0.010998
HML       0.021058
dtype: float64, 75060: const     0.001764
vwretd    0.491480
SMB       0.001321
HML       0.001859
dtype: float64, 75061: const     -0.168726
vwretd    11.646514
SMB       -0.030727
HML       -0.043171
dtype: float64, 75062: const     0.015818
vwretd    1.494346
SMB       0.001267
HML      -0.018832
dtype: float64, 75063: const     0.010521
vwretd   -0.151106
SMB       0.002641
HML      -0.003189
dtype: float64, 75064: const     0.005918
vwretd    0.787103
SMB      -0.002484
HML      -0.000207
dtype: float64, 75065: const     0.003918
vwretd    0.934815
SMB       0.008268
HML      -0.005458
dtype: float64, 75066: const    -0.004720
vwretd    0.602389
SMB       0.004056
HML       0.008696
dtype: float64, 75067: const    -0.027865
vwretd    1.878516
SMB       0.012787
HML       0.014428
dtype: float64, 75068: const     0.016118
vwretd    1.075995
SMB       0.007538
HML      -0.009586
dtype: float64, 75069: const     0.011158
vwretd    0.267597
SMB       0.003943
HML       0.000450
dtype: float64, 75070: const     0.009292
vwretd    0.880122
SMB       0.006969
HML       0.002112
dtype: float64, 75071: const     0.001375
vwretd    0.569918
SMB       0.013986
HML       0.003342
dtype: float64, 75072: const     0.015134
vwretd    1.141855
SMB       0.008354
HML      -0.007656
dtype: float64, 75073: const    -0.007639
vwretd    0.196745
SMB       0.009437
HML      -0.010275
dtype: float64, 75074: const     0.007626
vwretd    0.163446
SMB       0.005113
HML      -0.003564
dtype: float64, 75075: const     0.003923
vwretd    0.047965
SMB      -0.000392
HML       0.000171
dtype: float64, 75076: const     0.002741
vwretd    1.038079
SMB       0.002266
HML       0.000604
dtype: float64, 75077: const     0.007418
vwretd    0.467317
SMB       0.007826
HML       0.008006
dtype: float64, 75078: const     0.001102
vwretd    1.187474
SMB       0.005938
HML       0.000637
dtype: float64, 75079: const    -0.042959
vwretd    1.496161
SMB      -0.005247
HML       0.021591
dtype: float64, 75080: const    -0.033870
vwretd    1.002705
SMB       0.006525
HML      -0.040688
dtype: float64, 75081: const     0.009045
vwretd    1.071524
SMB       0.000853
HML      -0.005258
dtype: float64, 75082: const     0.003867
vwretd    0.121631
SMB      -0.000523
HML       0.000368
dtype: float64, 75083: const     0.009049
vwretd    0.715361
SMB       0.007868
HML       0.005413
dtype: float64, 75084: const     0.009501
vwretd    0.471098
SMB       0.016450
HML       0.009025
dtype: float64, 75085: const    -0.046501
vwretd    1.201791
SMB      -0.012778
HML      -0.013457
dtype: float64, 75086: const    -0.150867
vwretd    2.661039
SMB       0.025947
HML       0.039734
dtype: float64, 75087: const     0.002478
vwretd    0.824816
SMB       0.006051
HML       0.005147
dtype: float64, 75088: const     0.009498
vwretd    0.750388
SMB       0.006012
HML       0.003789
dtype: float64, 75089: const    -0.002956
vwretd    0.658761
SMB       0.010498
HML      -0.003053
dtype: float64, 75090: const     0.021938
vwretd   -0.045156
SMB       0.001151
HML      -0.059255
dtype: float64, 75091: const    -0.019009
vwretd    1.501975
SMB       0.002281
HML      -0.002495
dtype: float64, 75092: const     0.000335
vwretd    1.238544
SMB       0.001901
HML       0.001147
dtype: float64, 75093: const    -0.021626
vwretd    1.918884
SMB       0.001896
HML       0.004018
dtype: float64, 75094: const     0.012650
vwretd    2.133998
SMB       0.022135
HML       0.012914
dtype: float64, 75095: const     0.007387
vwretd   -0.013675
SMB       0.006321
HML       0.004735
dtype: float64, 75096: const    -0.017090
vwretd    0.653873
SMB      -0.003184
HML       0.015659
dtype: float64, 75097: const    -0.020466
vwretd    0.203381
SMB      -0.002078
HML      -0.011252
dtype: float64, 75098: const     0.016060
vwretd    0.886834
SMB      -0.000082
HML      -0.000232
dtype: float64, 75099: const     0.000763
vwretd    1.042419
SMB       0.000912
HML       0.005581
dtype: float64, 75100: const     0.004152
vwretd    1.404232
SMB       0.003011
HML      -0.000625
dtype: float64, 75101: const     0.008131
vwretd    1.291223
SMB       0.002914
HML       0.007016
dtype: float64, 75102: const    -0.078682
vwretd    2.670807
SMB       0.012868
HML       0.022169
dtype: float64, 75103: const    -0.000603
vwretd    0.750212
SMB       0.002648
HML       0.005945
dtype: float64, 75104: const    -0.004092
vwretd    1.556811
SMB       0.003668
HML       0.004777
dtype: float64, 75105: const     0.005432
vwretd    0.220642
SMB       0.000059
HML       0.001432
dtype: float64, 75106: const     0.001231
vwretd    0.829033
SMB       0.001889
HML      -0.002166
dtype: float64, 75107: const     0.015246
vwretd    0.989817
SMB       0.011121
HML      -0.006164
dtype: float64, 75108: const    -0.013188
vwretd    1.556492
SMB       0.006887
HML       0.014507
dtype: float64, 75109: const     0.001332
vwretd    0.227459
SMB      -0.002451
HML       0.001699
dtype: float64, 75110: const     0.009752
vwretd    1.390045
SMB       0.019804
HML       0.001927
dtype: float64, 75111: const    -0.001569
vwretd   -0.025100
SMB       0.006699
HML       0.001014
dtype: float64, 75112: const     0.028421
vwretd   -0.701563
SMB       0.001942
HML      -0.018195
dtype: float64, 75113: const     0.006140
vwretd    0.654803
SMB       0.002943
HML       0.002736
dtype: float64, 75114: const     0.003901
vwretd    0.486465
SMB       0.001395
HML      -0.005124
dtype: float64, 75115: const     0.008618
vwretd    0.219913
SMB      -0.002735
HML      -0.001418
dtype: float64, 75116: const     0.016890
vwretd    2.405564
SMB      -0.008616
HML      -0.002380
dtype: float64, 75117: const     0.008393
vwretd    1.095484
SMB      -0.009973
HML       0.000088
dtype: float64, 75118: const     0.019863
vwretd    1.409183
SMB       0.015427
HML      -0.007544
dtype: float64, 75119: const     0.010343
vwretd    0.373624
SMB      -0.001040
HML       0.003155
dtype: float64, 75120: const    -0.043087
vwretd    2.903918
SMB      -0.021237
HML       0.030493
dtype: float64, 75121: const     0.012626
vwretd    0.352082
SMB      -0.001186
HML       0.009800
dtype: float64, 75122: const     0.010557
vwretd    0.312776
SMB      -0.001175
HML       0.000602
dtype: float64, 75123: const    -0.030745
vwretd    2.661994
SMB      -0.010904
HML       0.003057
dtype: float64, 75124: const     0.004998
vwretd    0.581681
SMB      -0.002399
HML       0.001227
dtype: float64, 75125: const     0.000641
vwretd    1.123334
SMB       0.001071
HML       0.017859
dtype: float64, 75126: const    -0.034376
vwretd    2.364100
SMB       0.029624
HML       0.064682
dtype: float64, 75127: const    -0.052461
vwretd    3.465899
SMB       0.061818
HML       0.065250
dtype: float64, 75128: const    -0.011674
vwretd    1.494249
SMB       0.001329
HML       0.020032
dtype: float64, 75129: const     0.008278
vwretd    0.274326
SMB      -0.003103
HML      -0.000332
dtype: float64, 75130: const     0.006246
vwretd    2.299860
SMB      -0.018858
HML      -0.000488
dtype: float64, 75131: const     0.003599
vwretd    0.954908
SMB      -0.006642
HML      -0.001414
dtype: float64, 75132: const     0.001546
vwretd    0.998878
SMB       0.010042
HML       0.004507
dtype: float64, 75133: const    -0.091212
vwretd    2.864532
SMB       0.021981
HML       0.008422
dtype: float64, 75134: const    -0.001300
vwretd    0.144889
SMB       0.002447
HML       0.003881
dtype: float64, 75135: const    -0.007081
vwretd    1.299661
SMB       0.007454
HML       0.007878
dtype: float64, 75136: const     0.012460
vwretd    0.130219
SMB      -0.001193
HML      -0.001772
dtype: float64, 75137: const     0.036973
vwretd    1.958829
SMB      -0.012005
HML      -0.013726
dtype: float64, 75138: const     0.020942
vwretd    1.140271
SMB      -0.001820
HML      -0.003569
dtype: float64, 75139: const    -0.001252
vwretd    0.602165
SMB      -0.001324
HML       0.000580
dtype: float64, 75140: const    -0.080407
vwretd    1.860593
SMB       0.039607
HML       0.033784
dtype: float64, 75141: const    -0.008226
vwretd    0.772757
SMB      -0.002278
HML       0.001108
dtype: float64, 75142: const     0.015746
vwretd    0.774021
SMB       0.003905
HML      -0.001939
dtype: float64, 75143: const    -0.005684
vwretd    0.966406
SMB       0.003738
HML       0.001030
dtype: float64, 75144: const    -0.058784
vwretd    1.963512
SMB       0.052521
HML       0.019567
dtype: float64, 75145: const    -0.010270
vwretd    1.105409
SMB       0.004176
HML       0.003407
dtype: float64, 75146: const    -0.004872
vwretd    1.647418
SMB       0.008970
HML       0.006369
dtype: float64, 75147: const    -0.054890
vwretd    4.607700
SMB       0.030374
HML       0.125705
dtype: float64, 75148: const    -0.000693
vwretd    1.897551
SMB       0.016754
HML       0.012500
dtype: float64, 75149: const     0.007241
vwretd    0.913061
SMB       0.004628
HML      -0.017912
dtype: float64, 75150: const    -0.011165
vwretd    1.512189
SMB       0.015532
HML       0.020844
dtype: float64, 75151: const    -0.001675
vwretd    0.799358
SMB      -0.007373
HML      -0.001413
dtype: float64, 75152: const    -0.004509
vwretd    1.344294
SMB       0.001178
HML       0.007300
dtype: float64, 75153: const     0.000682
vwretd    1.137213
SMB       0.016789
HML      -0.006172
dtype: float64, 75154: const    -0.004454
vwretd    1.418192
SMB       0.001822
HML       0.008661
dtype: float64, 75155: const     0.135005
vwretd    0.969888
SMB      -0.028005
HML      -0.077765
dtype: float64, 75156: const     0.087154
vwretd    2.190736
SMB       0.035027
HML      -0.017601
dtype: float64, 75157: const     0.003148
vwretd    0.197877
SMB      -0.000565
HML       0.000264
dtype: float64, 75159: const    -0.002804
vwretd    0.993609
SMB       0.013074
HML      -0.000545
dtype: float64, 75160: const     0.024624
vwretd    0.603696
SMB       0.004375
HML      -0.005418
dtype: float64, 75161: const    -0.007468
vwretd    0.742957
SMB      -0.014502
HML       0.013209
dtype: float64, 75162: const    -0.015793
vwretd    1.545578
SMB       0.007166
HML       0.019485
dtype: float64, 75163: const     0.061605
vwretd   -0.624846
SMB       0.013109
HML       0.006181
dtype: float64, 75164: const     0.081267
vwretd    0.962807
SMB      -0.017782
HML      -0.011526
dtype: float64, 75165: const     0.001458
vwretd    0.410163
SMB      -0.001524
HML       0.001926
dtype: float64, 75166: const    -0.055526
vwretd    3.412542
SMB       0.026841
HML       0.059809
dtype: float64, 75167: const    -0.008379
vwretd    0.942592
SMB       0.004388
HML       0.010068
dtype: float64, 75168: const     0.000028
vwretd    0.836776
SMB      -0.001885
HML       0.001104
dtype: float64, 75169: const     0.002362
vwretd    0.619513
SMB       0.005293
HML       0.002514
dtype: float64, 75170: const    -0.072071
vwretd    2.911371
SMB       0.038480
HML       0.037096
dtype: float64, 75171: const     0.000949
vwretd    0.843711
SMB       0.002323
HML       0.003039
dtype: float64, 75172: const    -0.007611
vwretd    1.220412
SMB       0.006652
HML       0.004758
dtype: float64, 75173: const     0.011444
vwretd    1.003458
SMB       0.047787
HML       0.025150
dtype: float64, 75174: const    -0.002912
vwretd    0.749282
SMB       0.004161
HML       0.005242
dtype: float64, 75175: const    -0.002177
vwretd    1.503550
SMB      -0.000131
HML       0.013753
dtype: float64, 75176: const     0.001401
vwretd    0.555718
SMB       0.003805
HML       0.003687
dtype: float64, 75177: const     0.015039
vwretd    0.740713
SMB       0.003382
HML      -0.009077
dtype: float64, 75178: const    -0.004275
vwretd    0.782643
SMB       0.002971
HML       0.003799
dtype: float64, 75179: const    -0.001881
vwretd    1.048597
SMB       0.007889
HML       0.001192
dtype: float64, 75180: const     0.009666
vwretd    0.934329
SMB       0.000487
HML       0.002638
dtype: float64, 75181: const     0.000138
vwretd    0.675843
SMB       0.004957
HML       0.007397
dtype: float64, 75182: const     0.007597
vwretd    1.139225
SMB       0.006959
HML       0.007116
dtype: float64, 75183: const     0.002084
vwretd    0.563938
SMB       0.000919
HML       0.001739
dtype: float64, 75184: const    -0.000667
vwretd    1.027337
SMB      -0.001100
HML       0.000362
dtype: float64, 75185: const    -0.034184
vwretd   -8.045351
SMB       0.104534
HML      -0.080090
dtype: float64, 75186: const     0.007099
vwretd    1.686246
SMB      -0.001993
HML       0.001562
dtype: float64, 75187: const    -0.203963
vwretd    5.680342
SMB       0.087084
HML       0.167607
dtype: float64, 75188: const    -0.003117
vwretd    0.716021
SMB       0.006430
HML       0.009215
dtype: float64, 75189: const     0.002752
vwretd    1.173149
SMB       0.035523
HML       0.001910
dtype: float64, 75190: const    -0.069752
vwretd    1.740334
SMB       0.013017
HML       0.020744
dtype: float64, 75191: const    -0.001190
vwretd    1.996321
SMB       0.003129
HML       0.003303
dtype: float64, 75192: const    -0.010259
vwretd    0.816952
SMB       0.027531
HML      -0.003463
dtype: float64, 75193: const     0.007451
vwretd    0.243696
SMB      -0.000077
HML       0.002214
dtype: float64, 75194: const    -0.002172
vwretd    0.943843
SMB      -0.002509
HML       0.003704
dtype: float64, 75195: const     0.219615
vwretd   -5.958637
SMB      -0.023653
HML      -0.092568
dtype: float64, 75196: const     0.029308
vwretd    0.244049
SMB       0.023813
HML       0.007552
dtype: float64, 75198: const    -0.002224
vwretd    2.071417
SMB       0.004592
HML       0.005550
dtype: float64, 75199: const     0.013438
vwretd    0.043694
SMB      -0.000003
HML      -0.001684
dtype: float64, 75200: const     0.039139
vwretd    1.852947
SMB       0.004669
HML      -0.011214
dtype: float64, 75201: const     0.020027
vwretd    0.898779
SMB       0.000067
HML      -0.002217
dtype: float64, 75202: const     0.009759
vwretd    0.366900
SMB      -0.002636
HML      -0.001885
dtype: float64, 75203: const     0.025765
vwretd    2.034393
SMB       0.004487
HML      -0.024283
dtype: float64, 75204: const     0.008892
vwretd    0.862500
SMB      -0.001405
HML      -0.010864
dtype: float64, 75205: const     0.005909
vwretd    1.212697
SMB       0.013397
HML       0.000144
dtype: float64, 75206: const    -0.091106
vwretd    1.244895
SMB      -0.087694
HML      -0.037051
dtype: float64, 75207: const    -0.069283
vwretd    3.295856
SMB       0.037737
HML       0.033310
dtype: float64, 75208: const     0.002532
vwretd    1.368694
SMB       0.014127
HML       0.004573
dtype: float64, 75211: const    -0.000343
vwretd    0.851159
SMB      -0.001709
HML       0.017145
dtype: float64, 75212: const    -0.001643
vwretd    0.549903
SMB       0.002734
HML       0.005455
dtype: float64, 75213: const     0.114197
vwretd   -0.611058
SMB      -0.022013
HML      -0.082721
dtype: float64, 75214: const    -0.005256
vwretd    1.145406
SMB       0.010578
HML       0.012716
dtype: float64, 75215: const     0.005410
vwretd    0.921552
SMB       0.005767
HML       0.005174
dtype: float64, 75216: const     0.007203
vwretd    0.882053
SMB       0.014069
HML       0.001569
dtype: float64, 75217: const    -0.004976
vwretd    0.116915
SMB       0.037014
HML       0.027812
dtype: float64, 75218: const    -0.021645
vwretd    0.964130
SMB      -0.009890
HML       0.013181
dtype: float64, 75219: const    -0.027827
vwretd    1.193864
SMB      -0.017358
HML       0.003116
dtype: float64, 75220: const    -0.016488
vwretd    1.772540
SMB       0.022907
HML       0.015310
dtype: float64, 75222: const    -0.003852
vwretd    1.517328
SMB       0.005788
HML       0.010454
dtype: float64, 75224: const     0.003171
vwretd    1.385821
SMB       0.010920
HML       0.008307
dtype: float64, 75225: const    -0.001648
vwretd    0.693649
SMB       0.004504
HML       0.006594
dtype: float64, 75226: const     0.001710
vwretd    0.598102
SMB       0.002598
HML       0.003402
dtype: float64, 75227: const     0.001346
vwretd    0.863430
SMB      -0.000216
HML       0.008302
dtype: float64, 75228: const     0.020778
vwretd    0.913091
SMB       0.004011
HML      -0.003049
dtype: float64, 75229: const     0.054086
vwretd    0.233639
SMB       0.013347
HML      -0.021322
dtype: float64, 75230: const    -0.000898
vwretd    2.368140
SMB      -0.000368
HML       0.017693
dtype: float64, 75231: const     0.039207
vwretd    1.584386
SMB       0.007749
HML      -0.018545
dtype: float64, 75232: const     0.005858
vwretd    1.396610
SMB      -0.000352
HML       0.005148
dtype: float64, 75233: const     0.015427
vwretd    0.812070
SMB       0.003018
HML       0.001803
dtype: float64, 75234: const     0.001087
vwretd    0.537222
SMB       0.002192
HML      -0.003376
dtype: float64, 75235: const     0.003834
vwretd    0.157556
SMB       0.000040
HML       0.001003
dtype: float64, 75236: const     0.004977
vwretd    0.381819
SMB       0.002964
HML       0.011958
dtype: float64, 75237: const     0.009476
vwretd    1.224863
SMB       0.004396
HML       0.004982
dtype: float64, 75238: const     0.004116
vwretd    0.116176
SMB       0.000227
HML       0.001781
dtype: float64, 75239: const     0.003101
vwretd    0.156148
SMB      -0.000507
HML       0.000502
dtype: float64, 75240: const     0.003331
vwretd    0.110020
SMB      -0.000663
HML       0.000067
dtype: float64, 75241: const     0.005314
vwretd    1.145436
SMB       0.004913
HML       0.011272
dtype: float64, 75242: const    -0.018797
vwretd    1.538623
SMB       0.017750
HML       0.012829
dtype: float64, 75243: const     0.002144
vwretd    0.345139
SMB       0.001104
HML       0.003189
dtype: float64, 75244: const     0.009715
vwretd    0.733149
SMB       0.000777
HML      -0.010020
dtype: float64, 75245: const     0.001351
vwretd    0.431115
SMB       0.001195
HML       0.003503
dtype: float64, 75246: const     0.020471
vwretd    0.650089
SMB       0.007378
HML       0.000831
dtype: float64, 75247: const    -0.010834
vwretd    1.122590
SMB       0.021190
HML       0.004996
dtype: float64, 75249: const    -0.011528
vwretd    2.129811
SMB       0.012264
HML       0.040753
dtype: float64, 75250: const    -0.317039
vwretd    8.273387
SMB       0.108114
HML       0.089881
dtype: float64, 75251: const     0.022243
vwretd   -0.128045
SMB       0.002717
HML      -0.006975
dtype: float64, 75252: const     0.003622
vwretd    1.494192
SMB       0.004680
HML       0.005366
dtype: float64, 75253: const    -0.001736
vwretd   -0.306821
SMB      -0.018806
HML       0.005553
dtype: float64, 75254: const     0.004476
vwretd    0.143067
SMB      -0.000217
HML       0.000499
dtype: float64, 75255: const     0.002718
vwretd    4.128935
SMB      -0.019543
HML       0.044532
dtype: float64, 75256: const    -0.040037
vwretd    1.769816
SMB      -0.009637
HML       0.003556
dtype: float64, 75257: const     0.003276
vwretd    1.356422
SMB      -0.002218
HML      -0.004680
dtype: float64, 75258: const     0.005204
vwretd    0.690377
SMB      -0.003869
HML       0.002207
dtype: float64, 75259: const    -0.005469
vwretd    0.937698
SMB       0.003205
HML       0.007135
dtype: float64, 75260: const     0.003770
vwretd    0.063945
SMB      -0.000150
HML       0.000092
dtype: float64, 75261: const    -0.006599
vwretd    1.363193
SMB       0.004351
HML       0.016352
dtype: float64, 75262: const     0.002172
vwretd    1.542726
SMB       0.011250
HML       0.012180
dtype: float64, 75263: const     0.000045
vwretd    0.661408
SMB       0.002262
HML       0.001048
dtype: float64, 75264: const     0.003413
vwretd    0.331555
SMB       0.000314
HML       0.001869
dtype: float64, 75265: const     0.009010
vwretd    0.416357
SMB       0.012418
HML       0.016364
dtype: float64, 75266: const    -0.000795
vwretd    0.770190
SMB       0.004609
HML       0.010224
dtype: float64, 75267: const    -0.001179
vwretd    0.228065
SMB      -0.002082
HML       0.001431
dtype: float64, 75268: const     0.002219
vwretd    0.329880
SMB       0.000492
HML       0.001307
dtype: float64, 75269: const     0.006306
vwretd    0.465988
SMB       0.005055
HML       0.003295
dtype: float64, 75270: const     0.008323
vwretd    1.291522
SMB       0.012501
HML       0.009036
dtype: float64, 75271: const     0.014110
vwretd    0.582453
SMB       0.007997
HML       0.005949
dtype: float64, 75272: const     0.009752
vwretd    0.910351
SMB       0.001344
HML       0.000775
dtype: float64, 75273: const     0.004552
vwretd    1.374015
SMB       0.007800
HML      -0.003233
dtype: float64, 75274: const     0.002650
vwretd    0.336914
SMB       0.000790
HML       0.001642
dtype: float64, 75275: const     0.001636
vwretd    1.221356
SMB       0.000287
HML      -0.002127
dtype: float64, 75277: const     0.004218
vwretd    0.158972
SMB       0.000055
HML       0.001537
dtype: float64, 75278: const     0.004172
vwretd    1.309660
SMB       0.002668
HML       0.004871
dtype: float64, 75279: const     0.002500
vwretd    0.187779
SMB       0.000121
HML       0.003160
dtype: float64, 75280: const     0.001893
vwretd    0.320761
SMB       0.001113
HML       0.003099
dtype: float64, 75281: const     0.010878
vwretd    0.560709
SMB       0.030117
HML      -0.011936
dtype: float64, 75282: const     0.004919
vwretd    0.103202
SMB       0.000503
HML       0.001853
dtype: float64, 75283: const     0.009673
vwretd    1.073592
SMB      -0.001734
HML       0.005062
dtype: float64, 75284: const     0.002005
vwretd    0.345336
SMB       0.005971
HML       0.005472
dtype: float64, 75285: const    -0.002679
vwretd    1.396810
SMB       0.001695
HML       0.006174
dtype: float64, 75286: const    -0.022662
vwretd    1.740410
SMB       0.008159
HML       0.002452
dtype: float64, 75287: const     0.006883
vwretd    0.191557
SMB      -0.001945
HML      -0.001254
dtype: float64, 75288: const     0.005173
vwretd    0.442004
SMB       0.008620
HML       0.011701
dtype: float64, 75289: const     0.004839
vwretd    0.177837
SMB       0.000766
HML       0.001363
dtype: float64, 75290: const     0.007569
vwretd    0.935578
SMB       0.000569
HML       0.002476
dtype: float64, 75291: const    -0.049434
vwretd    1.720781
SMB       0.011714
HML       0.047238
dtype: float64, 75292: const     0.000017
vwretd    0.513296
SMB       0.002648
HML       0.002928
dtype: float64, 75293: const     0.001153
vwretd    1.011075
SMB       0.002185
HML       0.005293
dtype: float64, 75294: const     0.006494
vwretd    0.978704
SMB       0.005939
HML       0.006057
dtype: float64, 75295: const    -0.010994
vwretd    1.274133
SMB       0.004159
HML      -0.000676
dtype: float64, 75296: const     0.001476
vwretd    0.487849
SMB       0.003009
HML       0.002937
dtype: float64, 75297: const     0.001760
vwretd    0.508018
SMB       0.001623
HML       0.002452
dtype: float64, 75298: const     0.003386
vwretd    0.718848
SMB      -0.001034
HML       0.004106
dtype: float64, 75299: const     0.019490
vwretd    2.545426
SMB      -0.025852
HML       0.033560
dtype: float64, 75300: const     0.041641
vwretd   -0.991428
SMB       0.042946
HML      -0.032020
dtype: float64, 75301: const     0.006480
vwretd    0.767553
SMB       0.000246
HML       0.002169
dtype: float64, 75302: const    -0.002833
vwretd    1.939341
SMB       0.059858
HML       0.031923
dtype: float64, 75303: const     0.193045
vwretd   -4.829367
SMB       0.141724
HML      -0.019361
dtype: float64, 75304: const    -0.004798
vwretd    0.749573
SMB      -0.000610
HML       0.000934
dtype: float64, 75305: const     0.001022
vwretd    0.405426
SMB      -0.002942
HML       0.000828
dtype: float64, 75306: const     0.004540
vwretd    0.032653
SMB      -0.000559
HML      -0.000754
dtype: float64, 75307: const     0.001759
vwretd    0.383633
SMB      -0.003903
HML       0.001861
dtype: float64, 75308: const     0.004335
vwretd    1.399392
SMB       0.014259
HML       0.017845
dtype: float64, 75309: const    -0.007525
vwretd    0.345336
SMB       0.010085
HML       0.007269
dtype: float64, 75310: const    -0.024245
vwretd    0.847513
SMB       0.018392
HML       0.019419
dtype: float64, 75311: const     0.006309
vwretd    0.170041
SMB      -0.003308
HML       0.003183
dtype: float64, 75312: const     0.002621
vwretd    0.244691
SMB      -0.001310
HML       0.001987
dtype: float64, 75313: const     0.002304
vwretd    0.284724
SMB      -0.000026
HML       0.001170
dtype: float64, 75315: const    -0.022224
vwretd    1.107509
SMB       0.014226
HML       0.007172
dtype: float64, 75316: const    -0.000917
vwretd    1.707854
SMB       0.004061
HML       0.004147
dtype: float64, 75317: const     0.000948
vwretd    1.148841
SMB       0.001991
HML      -0.000385
dtype: float64, 75318: const    -0.026035
vwretd    1.892017
SMB      -0.002487
HML      -0.014221
dtype: float64, 75320: const    -0.003745
vwretd    0.984955
SMB       0.000443
HML       0.001324
dtype: float64, 75321: const    -0.034520
vwretd    0.675858
SMB       0.015660
HML       0.008376
dtype: float64, 75322: const    -0.002299
vwretd    0.590071
SMB       0.002297
HML       0.004099
dtype: float64, 75323: const     0.006614
vwretd    0.149955
SMB      -0.000273
HML       0.000568
dtype: float64, 75324: const     0.001988
vwretd    0.248932
SMB      -0.000903
HML       0.002542
dtype: float64, 75325: const     0.003878
vwretd    0.216422
SMB      -0.001856
HML       0.001223
dtype: float64, 75326: const     0.000550
vwretd    0.544827
SMB       0.010377
HML       0.014841
dtype: float64, 75327: const     0.015073
vwretd    0.396189
SMB       0.008664
HML       0.010222
dtype: float64, 75328: const    -0.028293
vwretd    1.826201
SMB       0.012784
HML       0.009337
dtype: float64, 75329: const    -0.075223
vwretd    1.317721
SMB       0.004004
HML       0.009171
dtype: float64, 75330: const    -0.003727
vwretd   -0.247556
SMB       0.004616
HML       0.003476
dtype: float64, 75331: const     0.003717
vwretd    0.139237
SMB      -0.000760
HML       0.000309
dtype: float64, 75332: const     0.014461
vwretd    0.973511
SMB       0.001089
HML       0.038177
dtype: float64, 75333: const     0.001395
vwretd    0.821217
SMB      -0.002202
HML       0.009908
dtype: float64, 75334: const     0.000033
vwretd    0.640936
SMB       0.002954
HML       0.001834
dtype: float64, 75335: const    -0.008869
vwretd    1.197766
SMB       0.010741
HML       0.007081
dtype: float64, 75336: const     0.000820
vwretd    0.631669
SMB       0.001223
HML       0.000737
dtype: float64, 75337: const    -0.017054
vwretd    1.101593
SMB       0.012901
HML       0.009599
dtype: float64, 75338: const    -0.117582
vwretd    0.507979
SMB       0.012357
HML      -0.028377
dtype: float64, 75339: const    -0.024156
vwretd    0.384355
SMB       0.006885
HML       0.009491
dtype: float64, 75341: const     0.003861
vwretd    0.849251
SMB       0.003498
HML       0.006185
dtype: float64, 75342: const     0.006527
vwretd    1.296507
SMB       0.006932
HML       0.007235
dtype: float64, 75343: const    -0.009195
vwretd    0.558370
SMB       0.007944
HML       0.007116
dtype: float64, 75344: const    -0.019299
vwretd    2.705633
SMB       0.056972
HML       0.065773
dtype: float64, 75345: const    -0.016150
vwretd    2.124317
SMB       0.031816
HML       0.024973
dtype: float64, 75346: const     0.002104
vwretd    0.567678
SMB      -0.000134
HML       0.002336
dtype: float64, 75347: const     0.005275
vwretd    0.178804
SMB      -0.004217
HML       0.001190
dtype: float64, 75348: const     0.008012
vwretd    0.515577
SMB       0.012680
HML      -0.000037
dtype: float64, 75349: const     0.001526
vwretd    0.814842
SMB       0.005874
HML      -0.001557
dtype: float64, 75350: const     0.004566
vwretd    0.081878
SMB      -0.001085
HML       0.000827
dtype: float64, 75351: const    -0.000287
vwretd    0.630693
SMB       0.008894
HML       0.011049
dtype: float64, 75352: const     0.008979
vwretd    0.349452
SMB       0.003439
HML      -0.000051
dtype: float64, 75353: const    -0.016670
vwretd    0.608974
SMB       0.003187
HML      -0.002140
dtype: float64, 75354: const     0.003894
vwretd    0.205796
SMB      -0.001085
HML      -0.000221
dtype: float64, 75355: const     0.005446
vwretd    0.090135
SMB      -0.000478
HML      -0.000119
dtype: float64, 75356: const    -0.019974
vwretd    1.522424
SMB       0.003205
HML       0.000946
dtype: float64, 75357: const     0.001502
vwretd    0.549360
SMB       0.002895
HML       0.007648
dtype: float64, 75358: const    -0.046028
vwretd    0.944284
SMB       0.038405
HML       0.000650
dtype: float64, 75359: const     0.013863
vwretd    0.798284
SMB       0.005619
HML      -0.005511
dtype: float64, 75360: const    -0.001747
vwretd    0.615539
SMB      -0.000650
HML      -0.007691
dtype: float64, 75361: const    -0.049547
vwretd    3.296717
SMB       0.002285
HML       0.030243
dtype: float64, 75362: const     0.027949
vwretd   -0.394924
SMB       0.022999
HML       0.009474
dtype: float64, 75363: const    -0.016720
vwretd    1.118864
SMB       0.004504
HML       0.002746
dtype: float64, 75365: const     0.004882
vwretd    0.059690
SMB       0.000368
HML       0.001221
dtype: float64, 75366: const     0.009148
vwretd    0.300103
SMB       0.000278
HML      -0.000046
dtype: float64, 75367: const    -0.000271
vwretd    0.586780
SMB      -0.000281
HML       0.002793
dtype: float64, 75368: const     0.018359
vwretd    1.303437
SMB       0.018997
HML      -0.001008
dtype: float64, 75369: const     0.013184
vwretd    0.789220
SMB       0.014179
HML       0.003284
dtype: float64, 75374: const     0.003763
vwretd   -1.069014
SMB       0.024107
HML      -0.039680
dtype: float64, 75375: const    -0.014402
vwretd    1.203833
SMB       0.024180
HML       0.008043
dtype: float64, 75376: const     0.002701
vwretd    0.312620
SMB       0.001712
HML       0.002044
dtype: float64, 75377: const     0.004714
vwretd    0.226015
SMB       0.000221
HML       0.000007
dtype: float64, 75380: const     0.012384
vwretd    2.618414
SMB       0.193683
HML      -0.053750
dtype: float64, 75381: const    -0.003038
vwretd    1.409496
SMB       0.000458
HML       0.006642
dtype: float64, 75382: const    -0.000145
vwretd    1.000369
SMB       0.005431
HML       0.007870
dtype: float64, 75383: const     0.005287
vwretd    0.673655
SMB       0.000537
HML       0.005737
dtype: float64, 75384: const     0.005140
vwretd    0.118398
SMB      -0.000569
HML       0.000658
dtype: float64, 75385: const    -0.010958
vwretd    1.015504
SMB       0.004578
HML      -0.005156
dtype: float64, 75386: const    -0.005102
vwretd    3.059465
SMB       0.009183
HML       0.020451
dtype: float64, 75387: const     0.004363
vwretd    0.554251
SMB       0.000719
HML       0.001124
dtype: float64, 75388: const     0.000456
vwretd    0.845088
SMB       0.012887
HML       0.000948
dtype: float64, 75390: const     0.005162
vwretd    0.881552
SMB       0.001065
HML       0.009380
dtype: float64, 75391: const     0.003242
vwretd    0.137390
SMB       0.000891
HML       0.001923
dtype: float64, 75392: const     0.003754
vwretd    0.129369
SMB      -0.000819
HML       0.000314
dtype: float64, 75393: const     0.003544
vwretd    0.150039
SMB       0.000146
HML       0.001064
dtype: float64, 75394: const     0.032045
vwretd    0.759783
SMB       0.008310
HML      -0.012444
dtype: float64, 75395: const     0.004973
vwretd    0.198164
SMB       0.003565
HML      -0.003602
dtype: float64, 75396: const     0.003135
vwretd    1.187786
SMB       0.022637
HML       0.005543
dtype: float64, 75397: const    -0.045968
vwretd    2.380504
SMB       0.011314
HML       0.000340
dtype: float64, 75398: const    -0.028705
vwretd    1.319777
SMB       0.011538
HML       0.013203
dtype: float64, 75399: const    -0.001796
vwretd    0.713592
SMB       0.004753
HML       0.008297
dtype: float64, 75400: const     0.005548
vwretd    1.001988
SMB       0.002739
HML      -0.001815
dtype: float64, 75401: const     0.004170
vwretd    0.142794
SMB      -0.000659
HML      -0.000492
dtype: float64, 75402: const    -0.002486
vwretd    0.510725
SMB       0.002876
HML       0.005917
dtype: float64, 75403: const    -0.003238
vwretd    0.141797
SMB       0.000682
HML       0.003711
dtype: float64, 75404: const     0.014275
vwretd    0.039083
SMB       0.000340
HML      -0.000386
dtype: float64, 75405: const     0.006100
vwretd    0.320673
SMB      -0.000021
HML       0.001923
dtype: float64, 75407: const     0.005427
vwretd    1.265618
SMB       0.006157
HML       0.005342
dtype: float64, 75409: const    -0.025148
vwretd    1.504848
SMB       0.007314
HML      -0.000741
dtype: float64, 75410: const     0.008547
vwretd    0.245274
SMB       0.009006
HML       0.006422
dtype: float64, 75411: const     0.003099
vwretd    0.135486
SMB      -0.000079
HML       0.000285
dtype: float64, 75412: const     0.004141
vwretd    0.196158
SMB      -0.001024
HML       0.002414
dtype: float64, 75413: const     0.004241
vwretd    0.219450
SMB       0.001240
HML       0.002896
dtype: float64, 75414: const    -0.004585
vwretd    0.723279
SMB       0.005131
HML       0.005205
dtype: float64, 75415: const     0.003323
vwretd    0.229623
SMB      -0.000082
HML       0.000544
dtype: float64, 75416: const    -0.000930
vwretd    0.959314
SMB       0.005646
HML       0.009482
dtype: float64, 75417: const    -0.005673
vwretd    0.903055
SMB       0.009430
HML       0.004432
dtype: float64, 75418: const     0.001219
vwretd    0.932917
SMB      -0.003745
HML      -0.002052
dtype: float64, 75419: const    -0.016687
vwretd    0.686582
SMB      -0.000810
HML       0.007683
dtype: float64, 75422: const     0.008150
vwretd    0.116068
SMB       0.013017
HML       0.002095
dtype: float64, 75423: const    -0.018562
vwretd    1.179515
SMB       0.003618
HML       0.004151
dtype: float64, 75424: const    -0.010431
vwretd   -0.314902
SMB       0.035834
HML      -0.084334
dtype: float64, 75426: const    -0.002921
vwretd    0.545438
SMB       0.004576
HML      -0.004981
dtype: float64, 75427: const     0.003755
vwretd    0.246154
SMB       0.001378
HML       0.001950
dtype: float64, 75428: const     0.005235
vwretd    0.123451
SMB       0.008870
HML       0.002768
dtype: float64, 75429: const     0.002968
vwretd    0.567949
SMB       0.003017
HML       0.002133
dtype: float64, 75430: const     0.003626
vwretd    0.100439
SMB       0.000684
HML       0.002524
dtype: float64, 75431: const     0.012324
vwretd    0.484697
SMB       0.013798
HML      -0.001184
dtype: float64, 75432: const     0.010628
vwretd    0.910463
SMB       0.003896
HML       0.002837
dtype: float64, 75433: const    -0.022238
vwretd    1.332053
SMB       0.018741
HML       0.014351
dtype: float64, 75434: const     0.003873
vwretd    1.871354
SMB       0.024874
HML       0.006717
dtype: float64, 75435: const    -0.002603
vwretd    0.634547
SMB       0.012339
HML       0.001827
dtype: float64, 75437: const     0.008638
vwretd    2.493364
SMB      -0.005491
HML      -0.016998
dtype: float64, 75439: const     0.004477
vwretd    0.122354
SMB      -0.000231
HML      -0.000550
dtype: float64, 75440: const     0.000573
vwretd    0.497680
SMB       0.000468
HML       0.003329
dtype: float64, 75441: const    -0.011880
vwretd   -2.195495
SMB       0.042165
HML       0.031579
dtype: float64, 75443: const     0.004066
vwretd    0.406117
SMB       0.001539
HML       0.001878
dtype: float64, 75444: const    -0.001529
vwretd    1.412515
SMB      -0.001846
HML       0.009009
dtype: float64, 75445: const     0.021013
vwretd    0.562794
SMB       0.013832
HML       0.005459
dtype: float64, 75446: const    -0.001511
vwretd    0.581635
SMB       0.003387
HML       0.006964
dtype: float64, 75447: const     0.000246
vwretd    1.317353
SMB       0.022645
HML       0.000554
dtype: float64, 75448: const     0.021011
vwretd    1.330899
SMB       0.019221
HML      -0.015455
dtype: float64, 75449: const    -0.000015
vwretd    1.081326
SMB       0.010228
HML       0.008659
dtype: float64, 75450: const     0.018505
vwretd    0.625001
SMB       0.009841
HML      -0.001983
dtype: float64, 75451: const    -0.020600
vwretd    0.380582
SMB       0.000736
HML       0.008649
dtype: float64, 75452: const     0.035673
vwretd   -3.511779
SMB       0.088166
HML      -0.093669
dtype: float64, 75453: const     0.002604
vwretd    0.256591
SMB      -0.000182
HML       0.003411
dtype: float64, 75454: const     0.007139
vwretd    1.894112
SMB      -0.000765
HML       0.007026
dtype: float64, 75455: const     0.002048
vwretd    0.220208
SMB       0.000267
HML       0.000693
dtype: float64, 75456: const    -0.008020
vwretd    0.955499
SMB       0.003811
HML       0.007426
dtype: float64, 75458: const     0.000865
vwretd    0.652184
SMB       0.004060
HML       0.004821
dtype: float64, 75459: const     0.005227
vwretd    0.126195
SMB      -0.000571
HML      -0.000835
dtype: float64, 75460: const    -0.000423
vwretd    0.914471
SMB       0.004704
HML       0.003986
dtype: float64, 75461: const     0.003314
vwretd    0.212842
SMB      -0.000902
HML       0.000109
dtype: float64, 75462: const    -0.009909
vwretd    0.463067
SMB       0.001441
HML       0.005757
dtype: float64, 75464: const     0.007018
vwretd    0.014359
SMB       0.001550
HML       0.000932
dtype: float64, 75465: const     0.003658
vwretd    0.190990
SMB       0.000011
HML       0.000060
dtype: float64, 75466: const     0.001162
vwretd    0.994554
SMB       0.001238
HML       0.004280
dtype: float64, 75467: const     0.005409
vwretd    1.520065
SMB       0.029995
HML       0.011094
dtype: float64, 75469: const     0.000978
vwretd    0.912030
SMB       0.002566
HML      -0.001077
dtype: float64, 75470: const     0.010639
vwretd    1.067971
SMB       0.012293
HML       0.007331
dtype: float64, 75471: const     0.005555
vwretd    0.910706
SMB       0.013344
HML       0.005493
dtype: float64, 75472: const     0.010546
vwretd    0.399866
SMB       0.007580
HML       0.005637
dtype: float64, 75473: const     0.006927
vwretd    1.046897
SMB       0.008438
HML       0.009834
dtype: float64, 75474: const    -0.023810
vwretd    1.300358
SMB       0.006205
HML       0.012222
dtype: float64, 75475: const     0.000252
vwretd    0.649593
SMB       0.002344
HML       0.002616
dtype: float64, 75476: const     0.005175
vwretd    0.523614
SMB       0.001962
HML       0.001914
dtype: float64, 75477: const     0.030044
vwretd    0.795448
SMB       0.011996
HML      -0.009256
dtype: float64, 75478: const    -0.007937
vwretd    1.197026
SMB      -0.002397
HML       0.013362
dtype: float64, 75479: const     0.002946
vwretd    1.610850
SMB       0.036107
HML       0.015391
dtype: float64, 75480: const    -0.005843
vwretd    1.064317
SMB       0.011234
HML       0.005755
dtype: float64, 75481: const    -0.003655
vwretd    2.259269
SMB       0.006218
HML       0.007362
dtype: float64, 75482: const     0.012491
vwretd    0.382742
SMB       0.011131
HML       0.005050
dtype: float64, 75483: const     0.011342
vwretd    0.815966
SMB       0.001818
HML       0.014214
dtype: float64, 75484: const     0.016753
vwretd    0.197986
SMB       0.001014
HML      -0.001176
dtype: float64, 75485: const     0.007357
vwretd    1.011528
SMB       0.013860
HML       0.026198
dtype: float64, 75486: const     0.007052
vwretd   -0.045306
SMB       0.010750
HML      -0.026994
dtype: float64, 75487: const    -0.004196
vwretd    1.328270
SMB       0.016667
HML      -0.005714
dtype: float64, 75488: const    -0.006954
vwretd    0.930716
SMB       0.006491
HML       0.011702
dtype: float64, 75489: const     0.004718
vwretd    1.096050
SMB       0.007108
HML      -0.002019
dtype: float64, 75490: const    -0.001762
vwretd    1.757542
SMB       0.013155
HML      -0.000794
dtype: float64, 75491: const     0.013110
vwretd    1.239026
SMB       0.000811
HML      -0.005216
dtype: float64, 75492: const    -0.075142
vwretd    1.414512
SMB       0.016042
HML       0.009498
dtype: float64, 75493: const     0.003137
vwretd    0.696936
SMB       0.006246
HML       0.001254
dtype: float64, 75494: const     0.019741
vwretd    1.670694
SMB       0.011693
HML       0.004186
dtype: float64, 75495: const    -0.038244
vwretd    0.229187
SMB       0.006476
HML      -0.010131
dtype: float64, 75496: const    -0.002250
vwretd    0.335295
SMB       0.002788
HML      -0.000496
dtype: float64, 75498: const     0.031114
vwretd    0.547929
SMB       0.008997
HML       0.004892
dtype: float64, 75499: const     0.013419
vwretd    0.793865
SMB      -0.004646
HML       0.005945
dtype: float64, 75500: const     0.016497
vwretd    0.852613
SMB       0.007464
HML      -0.009557
dtype: float64, 75501: const     0.003125
vwretd    0.717696
SMB       0.013375
HML       0.013806
dtype: float64, 75502: const     0.013163
vwretd    0.766663
SMB       0.006243
HML       0.003130
dtype: float64, 75503: const    -0.002710
vwretd    0.749327
SMB       0.004389
HML       0.005444
dtype: float64, 75504: const    -0.006201
vwretd   -0.215560
SMB       0.012122
HML       0.003299
dtype: float64, 75505: const     0.003225
vwretd    0.237572
SMB       0.014313
HML      -0.003072
dtype: float64, 75506: const    -0.013507
vwretd    1.946991
SMB      -0.006594
HML       0.029549
dtype: float64, 75508: const    -0.008573
vwretd    0.931747
SMB      -0.000192
HML       0.000432
dtype: float64, 75509: const     0.004672
vwretd    0.514473
SMB       0.005592
HML       0.008289
dtype: float64, 75510: const     0.012947
vwretd    1.295913
SMB       0.005878
HML      -0.005136
dtype: float64, 75511: const    -0.155821
vwretd   -8.652661
SMB      -0.025305
HML       0.327388
dtype: float64, 75512: const     0.007194
vwretd    0.517711
SMB       0.030845
HML       0.018704
dtype: float64, 75513: const     0.006103
vwretd    0.000630
SMB       0.089993
HML       0.065234
dtype: float64, 75514: const     0.001736
vwretd    1.155073
SMB       0.018615
HML       0.026783
dtype: float64, 75515: const    -0.065895
vwretd   -0.399977
SMB       0.013068
HML       0.001923
dtype: float64, 75517: const     0.005601
vwretd    0.711216
SMB       0.006182
HML       0.002207
dtype: float64, 75518: const     0.024692
vwretd    1.183266
SMB       0.008159
HML      -0.017325
dtype: float64, 75519: const    -0.004941
vwretd    0.350577
SMB       0.006227
HML       0.006888
dtype: float64, 75520: const    -0.034738
vwretd   -0.054008
SMB       0.004868
HML       0.008316
dtype: float64, 75521: const     0.001177
vwretd    0.428370
SMB       0.012559
HML       0.010179
dtype: float64, 75522: const     0.000800
vwretd    0.670788
SMB       0.010191
HML       0.006020
dtype: float64, 75523: const     0.001342
vwretd    1.982965
SMB       0.014179
HML       0.009271
dtype: float64, 75524: const     0.007876
vwretd    0.384640
SMB       0.004786
HML       0.001581
dtype: float64, 75526: const     0.005307
vwretd    0.691832
SMB       0.008659
HML       0.008372
dtype: float64, 75527: const    -0.002794
vwretd    1.727818
SMB       0.008219
HML       0.009119
dtype: float64, 75528: const     0.011594
vwretd    0.811017
SMB       0.007734
HML      -0.019571
dtype: float64, 75529: const     0.008076
vwretd    0.730947
SMB       0.002796
HML       0.005776
dtype: float64, 75530: const     0.007949
vwretd    0.430975
SMB       0.003273
HML       0.005818
dtype: float64, 75531: const     0.009699
vwretd    1.433263
SMB       0.018617
HML       0.020543
dtype: float64, 75532: const    -0.119947
vwretd    0.496204
SMB       0.007025
HML      -0.012946
dtype: float64, 75534: const     0.005636
vwretd    0.814094
SMB      -0.000952
HML       0.017866
dtype: float64, 75536: const     0.013573
vwretd    0.135498
SMB       0.003738
HML      -0.010942
dtype: float64, 75538: const    -0.033899
vwretd    0.487523
SMB       0.021219
HML       0.009136
dtype: float64, 75539: const     0.002433
vwretd   -0.304356
SMB      -0.021484
HML       0.005871
dtype: float64, 75540: const     0.004506
vwretd    0.851995
SMB       0.022872
HML      -0.001360
dtype: float64, 75541: const    -0.176367
vwretd    2.802295
SMB      -0.064625
HML       0.030906
dtype: float64, 75542: const     0.094542
vwretd   -0.383838
SMB       0.001969
HML      -0.019307
dtype: float64, 75543: const    -0.005777
vwretd    0.536304
SMB       0.030367
HML      -0.014269
dtype: float64, 75544: const     0.082464
vwretd    1.126293
SMB      -0.004356
HML       0.019800
dtype: float64, 75545: const     0.001915
vwretd    1.298406
SMB       0.007307
HML       0.001312
dtype: float64, 75546: const     0.012752
vwretd    0.897348
SMB       0.009138
HML       0.009302
dtype: float64, 75547: const    -0.001473
vwretd    1.307933
SMB       0.007199
HML      -0.014662
dtype: float64, 75548: const    -0.005280
vwretd    0.525007
SMB       0.008171
HML      -0.007753
dtype: float64, 75549: const    -0.006627
vwretd    0.399178
SMB       0.031731
HML      -0.001085
dtype: float64, 75550: const     0.008790
vwretd    0.557107
SMB       0.002718
HML       0.006350
dtype: float64, 75551: const    -0.002723
vwretd    1.312378
SMB       0.011490
HML       0.015870
dtype: float64, 75553: const    -0.003961
vwretd    1.091347
SMB       0.020277
HML       0.015219
dtype: float64, 75554: const    -0.002100
vwretd    1.348355
SMB       0.017631
HML       0.005158
dtype: float64, 75555: const    -0.050389
vwretd    2.234024
SMB       0.004883
HML       0.031575
dtype: float64, 75556: const     0.004804
vwretd    0.496944
SMB       0.002490
HML       0.004502
dtype: float64, 75557: const    -0.001577
vwretd    0.846587
SMB       0.004575
HML       0.008139
dtype: float64, 75558: const     0.003142
vwretd    1.467063
SMB       0.008285
HML       0.013738
dtype: float64, 75559: const    -0.366450
vwretd    8.387981
SMB       0.026061
HML       0.199306
dtype: float64, 75560: const     0.000223
vwretd    0.977617
SMB       0.013426
HML      -0.002670
dtype: float64, 75561: const     0.000022
vwretd   -0.156389
SMB       0.003594
HML       0.005920
dtype: float64, 75562: const     0.008468
vwretd    0.244539
SMB       0.001945
HML       0.006370
dtype: float64, 75563: const    -0.005892
vwretd    1.163161
SMB       0.005631
HML       0.001790
dtype: float64, 75564: const     0.062095
vwretd    1.955575
SMB      -0.006820
HML       0.001786
dtype: float64, 75565: const    -0.034177
vwretd    0.712161
SMB      -0.000533
HML       0.001258
dtype: float64, 75566: const    -0.002779
vwretd    0.554562
SMB       0.005661
HML       0.007045
dtype: float64, 75567: const     0.042575
vwretd    0.828076
SMB       0.004237
HML       0.014685
dtype: float64, 75568: const      0.061523
vwretd   -14.089103
SMB       -0.157467
HML       -0.171975
dtype: float64, 75569: const    -0.009466
vwretd    0.770311
SMB       0.016860
HML       0.000891
dtype: float64, 75570: const    -0.017530
vwretd    0.213798
SMB       0.051825
HML       0.015034
dtype: float64, 75571: const     0.021077
vwretd    1.217375
SMB      -0.024179
HML      -0.038347
dtype: float64, 75572: const    -0.072453
vwretd   -0.125684
SMB       0.028118
HML       0.002140
dtype: float64, 75573: const    -0.003144
vwretd    2.019830
SMB       0.010377
HML       0.009138
dtype: float64, 75574: const    -0.092544
vwretd    1.240099
SMB       0.037663
HML      -0.070446
dtype: float64, 75575: const     0.011452
vwretd    0.258187
SMB       0.008942
HML       0.007371
dtype: float64, 75576: const     0.007369
vwretd    2.246141
SMB      -0.002833
HML       0.008470
dtype: float64, 75577: const     0.013531
vwretd    1.506468
SMB       0.003604
HML      -0.007508
dtype: float64, 75578: const     0.001845
vwretd    1.605362
SMB       0.009932
HML       0.016762
dtype: float64, 75579: const     0.017593
vwretd    0.429702
SMB       0.020455
HML      -0.005790
dtype: float64, 75580: const     0.010446
vwretd    0.508344
SMB       0.009608
HML      -0.017401
dtype: float64, 75581: const     0.047458
vwretd    1.672407
SMB       0.027138
HML      -0.029452
dtype: float64, 75583: const     0.029468
vwretd    0.171988
SMB       0.006446
HML      -0.012610
dtype: float64, 75584: const     0.009788
vwretd   -4.605158
SMB      -0.048984
HML      -0.002619
dtype: float64, 75585: const    -0.001021
vwretd    0.912471
SMB       0.005105
HML      -0.004419
dtype: float64, 75586: const    -0.002958
vwretd    1.332496
SMB       0.052543
HML      -0.001820
dtype: float64, 75588: const    -0.006086
vwretd   -0.081065
SMB      -0.003377
HML       0.000449
dtype: float64, 75589: const    -0.004224
vwretd   -0.324571
SMB      -0.000600
HML       0.002007
dtype: float64, 75590: const     0.000419
vwretd    0.334174
SMB       0.005184
HML       0.002836
dtype: float64, 75591: const     0.005389
vwretd    1.047538
SMB       0.002447
HML       0.003054
dtype: float64, 75592: const     0.005364
vwretd    0.731029
SMB       0.002514
HML       0.005228
dtype: float64, 75593: const     0.001615
vwretd    1.749036
SMB       0.023357
HML       0.020591
dtype: float64, 75594: const    -0.001282
vwretd    1.077087
SMB       0.002057
HML       0.005200
dtype: float64, 75595: const     0.009638
vwretd    0.181921
SMB       0.003383
HML       0.000155
dtype: float64, 75596: const    -0.004647
vwretd    1.423868
SMB       0.006560
HML       0.006432
dtype: float64, 75597: const    -0.023232
vwretd    1.151376
SMB       0.014694
HML       0.005134
dtype: float64, 75599: const     0.053701
vwretd   -1.288134
SMB      -0.027819
HML      -0.008615
dtype: float64, 75600: const     0.005725
vwretd    0.079073
SMB      -0.000085
HML       0.000641
dtype: float64, 75601: const     0.010082
vwretd    0.628494
SMB       0.018228
HML       0.018147
dtype: float64, 75602: const     0.000423
vwretd    1.125461
SMB       0.002208
HML      -0.000780
dtype: float64, 75603: const     0.010458
vwretd    1.324487
SMB       0.013184
HML      -0.004885
dtype: float64, 75604: const    -0.008675
vwretd    0.673847
SMB       0.010398
HML       0.005885
dtype: float64, 75605: const     0.002786
vwretd    0.632868
SMB       0.007102
HML       0.008920
dtype: float64, 75606: const    -0.008758
vwretd    1.194997
SMB       0.009770
HML       0.007217
dtype: float64, 75607: const     0.010156
vwretd    1.084320
SMB       0.004223
HML      -0.005955
dtype: float64, 75608: const     0.009729
vwretd    1.322324
SMB       0.012340
HML      -0.002302
dtype: float64, 75609: const    -0.005579
vwretd    1.018436
SMB       0.008523
HML       0.001533
dtype: float64, 75610: const     0.003310
vwretd    0.150355
SMB       0.000040
HML       0.001095
dtype: float64, 75611: const    -0.029132
vwretd    1.203271
SMB      -0.007913
HML      -0.016024
dtype: float64, 75612: const    -0.030256
vwretd    1.714038
SMB      -0.012464
HML      -0.013977
dtype: float64, 75613: const     0.004362
vwretd    0.367846
SMB       0.014745
HML       0.011332
dtype: float64, 75614: const    -0.005106
vwretd    1.606582
SMB      -0.000721
HML      -0.019811
dtype: float64, 75615: const    -0.001551
vwretd    1.467445
SMB       0.000427
HML      -0.006611
dtype: float64, 75616: const     0.006713
vwretd    0.515394
SMB       0.004898
HML       0.006564
dtype: float64, 75617: const    -0.004377
vwretd   -0.086839
SMB       0.019718
HML       0.002715
dtype: float64, 75618: const    -0.002503
vwretd    0.818682
SMB       0.015302
HML       0.005842
dtype: float64, 75619: const    -0.019188
vwretd    0.822506
SMB       0.027497
HML      -0.000970
dtype: float64, 75620: const     0.014124
vwretd    0.128220
SMB       0.005385
HML       0.001492
dtype: float64, 75621: const    -0.015679
vwretd    1.957683
SMB       0.010467
HML       0.013657
dtype: float64, 75622: const     0.012246
vwretd    0.295075
SMB       0.005250
HML       0.009095
dtype: float64, 75623: const     0.002683
vwretd    0.207886
SMB      -0.000694
HML      -0.000137
dtype: float64, 75624: const    -0.112780
vwretd    0.893154
SMB       0.011387
HML      -0.029744
dtype: float64, 75625: const     0.013230
vwretd    1.584674
SMB       0.015364
HML      -0.010921
dtype: float64, 75626: const     0.008426
vwretd    0.739803
SMB       0.005342
HML       0.006986
dtype: float64, 75627: const    -0.017591
vwretd    1.905180
SMB       0.016179
HML       0.010323
dtype: float64, 75628: const    -0.002332
vwretd    0.249046
SMB       0.027853
HML      -0.004757
dtype: float64, 75629: const     0.001368
vwretd    0.828870
SMB       0.012303
HML       0.012397
dtype: float64, 75630: const     0.002296
vwretd    0.160577
SMB       0.001118
HML       0.003159
dtype: float64, 75631: const    -0.004394
vwretd    1.030319
SMB       0.002939
HML       0.000955
dtype: float64, 75632: const     0.002948
vwretd    0.981151
SMB      -0.000836
HML       0.003015
dtype: float64, 75633: const    -0.001481
vwretd    1.193734
SMB       0.002617
HML       0.008272
dtype: float64, 75634: const     0.004963
vwretd    2.397624
SMB       0.005001
HML       0.014593
dtype: float64, 75635: const     0.020248
vwretd    1.488090
SMB      -0.000259
HML      -0.010778
dtype: float64, 75636: const    -0.049808
vwretd    1.962297
SMB       0.018905
HML       0.001055
dtype: float64, 75638: const    -0.010565
vwretd    1.176161
SMB       0.002692
HML       0.009706
dtype: float64, 75640: const     0.003992
vwretd    0.129363
SMB       0.000817
HML       0.000405
dtype: float64, 75641: const     0.004823
vwretd    0.180779
SMB      -0.000254
HML       0.001482
dtype: float64, 75642: const     0.003242
vwretd    0.312588
SMB       0.000588
HML       0.000453
dtype: float64, 75643: const    -0.027970
vwretd    1.243336
SMB       0.027850
HML       0.016147
dtype: float64, 75644: const     0.036449
vwretd    1.181022
SMB       0.071755
HML      -0.041373
dtype: float64, 75645: const    -0.026069
vwretd    0.745906
SMB       0.027631
HML       0.010594
dtype: float64, 75646: const     0.012337
vwretd    0.698665
SMB      -0.001358
HML      -0.001040
dtype: float64, 75647: const     0.006189
vwretd    0.747615
SMB      -0.001414
HML       0.002672
dtype: float64, 75648: const     0.009458
vwretd    0.682197
SMB      -0.007975
HML      -0.003936
dtype: float64, 75649: const     0.001985
vwretd    0.819231
SMB       0.009017
HML       0.006142
dtype: float64, 75650: const     0.001430
vwretd    1.006456
SMB       0.002132
HML       0.004331
dtype: float64, 75651: const     0.010630
vwretd    1.331441
SMB       0.015063
HML       0.010650
dtype: float64, 75652: const     0.007937
vwretd    0.517156
SMB       0.006679
HML      -0.000091
dtype: float64, 75653: const     0.008421
vwretd    1.311243
SMB      -0.000633
HML       0.001727
dtype: float64, 75654: const     0.008077
vwretd    1.638791
SMB       0.002521
HML      -0.004437
dtype: float64, 75655: const    -0.013720
vwretd    0.767059
SMB       0.014619
HML       0.019601
dtype: float64, 75656: const     0.006189
vwretd    0.084618
SMB       0.005353
HML       0.007765
dtype: float64, 75657: const    -0.008098
vwretd    0.671340
SMB       0.000485
HML       0.004459
dtype: float64, 75658: const     0.008910
vwretd    1.444091
SMB       0.004709
HML       0.019721
dtype: float64, 75659: const    -0.025232
vwretd    1.133099
SMB       0.006241
HML       0.001727
dtype: float64, 75660: const    -0.023639
vwretd    1.844246
SMB       0.010817
HML       0.020387
dtype: float64, 75661: const    -0.074087
vwretd   -1.576512
SMB       0.014563
HML      -0.001541
dtype: float64, 75664: const    -0.036782
vwretd    0.712023
SMB      -0.017089
HML       0.013602
dtype: float64, 75665: const      0.342384
vwretd    12.719587
SMB       -0.143163
HML        0.133225
dtype: float64, 75670: const    -0.015505
vwretd    0.736379
SMB       0.004644
HML       0.013383
dtype: float64, 75671: const     0.001740
vwretd    0.516381
SMB       0.020018
HML       0.054427
dtype: float64, 75672: const    -0.032435
vwretd    1.572462
SMB       0.026339
HML       0.003799
dtype: float64, 75673: const     0.010003
vwretd    0.425864
SMB       0.000772
HML       0.006261
dtype: float64, 75674: const    -0.003364
vwretd    2.783087
SMB      -0.005360
HML       0.054647
dtype: float64, 75675: const     0.006450
vwretd    1.246085
SMB       0.013012
HML      -0.007022
dtype: float64, 75677: const     0.016022
vwretd    0.288976
SMB       0.003967
HML       0.045891
dtype: float64, 75678: const    -0.047908
vwretd    0.807128
SMB       0.019566
HML      -0.014782
dtype: float64, 75679: const    -0.037538
vwretd    1.744458
SMB       0.080810
HML       0.004261
dtype: float64, 75680: const    -0.174638
vwretd   -1.792098
SMB      -0.014065
HML      -0.056238
dtype: float64, 75681: const    -0.120531
vwretd   -1.518161
SMB       0.024837
HML      -0.036512
dtype: float64, 75682: const     0.004449
vwretd   -0.286968
SMB       0.003211
HML       0.004200
dtype: float64, 75683: const     0.001429
vwretd    1.864714
SMB       0.022383
HML       0.026580
dtype: float64, 75684: const     0.035780
vwretd    1.799644
SMB       0.010749
HML      -0.012063
dtype: float64, 75685: const     0.016312
vwretd    0.506094
SMB      -0.001282
HML      -0.011722
dtype: float64, 75686: const    -0.119976
vwretd   -0.000008
SMB       0.038241
HML       0.080935
dtype: float64, 75687: const     0.059962
vwretd    1.686962
SMB       0.019289
HML      -0.025881
dtype: float64, 75688: const    -0.037495
vwretd    4.452273
SMB      -0.040371
HML       0.016096
dtype: float64, 75689: const    -0.074845
vwretd    1.335478
SMB       0.016539
HML       0.002557
dtype: float64, 75690: const     0.018191
vwretd   -1.169666
SMB       0.002270
HML       0.019347
dtype: float64, 75691: const    -0.122504
vwretd   -0.335203
SMB       0.022181
HML      -0.043320
dtype: float64, 75692: const     0.043096
vwretd   -0.090393
SMB       0.054799
HML      -0.017621
dtype: float64, 75693: const    -0.091762
vwretd   -2.327883
SMB       0.001372
HML      -0.081730
dtype: float64, 75694: const     0.015867
vwretd    0.816533
SMB       0.005714
HML      -0.006237
dtype: float64, 75695: const     0.044873
vwretd    1.413689
SMB      -0.019655
HML       0.000322
dtype: float64, 75696: const     0.010954
vwretd    1.678806
SMB       0.014296
HML      -0.010984
dtype: float64, 75697: const    -0.016811
vwretd    0.771416
SMB       0.008655
HML       0.006178
dtype: float64, 75698: const     0.105807
vwretd   -1.293379
SMB       0.068581
HML       0.071567
dtype: float64, 75699: const    -0.018672
vwretd    2.023027
SMB       0.009084
HML       0.006495
dtype: float64, 75700: const     0.015095
vwretd    1.357163
SMB       0.030697
HML      -0.001273
dtype: float64, 75701: const     0.043170
vwretd   -1.228011
SMB       0.033584
HML       0.004658
dtype: float64, 75702: const     0.006389
vwretd    0.747582
SMB       0.000458
HML       0.012759
dtype: float64, 75704: const    -0.016467
vwretd    1.187135
SMB       0.001870
HML       0.001411
dtype: float64, 75705: const     0.004299
vwretd    0.694917
SMB       0.011131
HML       0.019905
dtype: float64, 75706: const     0.019545
vwretd    1.172439
SMB       0.005842
HML      -0.005484
dtype: float64, 75707: const    -0.062247
vwretd    3.769588
SMB      -0.017429
HML       0.026189
dtype: float64, 75708: const    -0.080890
vwretd    2.037425
SMB       0.022359
HML       0.009428
dtype: float64, 75709: const     0.035707
vwretd    1.517990
SMB       0.032283
HML       0.002952
dtype: float64, 75710: const    -0.008238
vwretd    1.452839
SMB       0.020224
HML       0.001935
dtype: float64, 75711: const    -0.009739
vwretd    0.180433
SMB       0.055805
HML       0.042840
dtype: float64, 75712: const    -0.029646
vwretd    0.340201
SMB       0.017918
HML       0.024981
dtype: float64, 75713: const    -0.010033
vwretd    1.084811
SMB       0.004585
HML       0.013511
dtype: float64, 75714: const     0.007657
vwretd    0.839281
SMB       0.008830
HML      -0.003824
dtype: float64, 75716: const     0.057043
vwretd    1.959083
SMB      -0.038253
HML      -0.032584
dtype: float64, 75718: const     0.092407
vwretd    1.663143
SMB       0.047701
HML      -0.021407
dtype: float64, 75721: const     0.009102
vwretd    1.114163
SMB       0.015165
HML       0.010607
dtype: float64, 75722: const    -0.040985
vwretd   -1.562189
SMB       0.003542
HML      -0.031299
dtype: float64, 75724: const    -0.061792
vwretd    1.741231
SMB       0.020627
HML       0.001126
dtype: float64, 75725: const    -0.016262
vwretd   -0.369381
SMB       0.029496
HML      -0.003886
dtype: float64, 75726: const    -0.039250
vwretd   -0.928253
SMB      -0.008338
HML      -0.013195
dtype: float64, 75727: const     0.008615
vwretd    1.028112
SMB       0.001100
HML      -0.005638
dtype: float64, 75728: const     0.003002
vwretd    0.598144
SMB       0.024519
HML       0.024253
dtype: float64, 75729: const     0.021077
vwretd    1.231697
SMB       0.018946
HML       0.007842
dtype: float64, 75730: const     0.000298
vwretd    1.698168
SMB       0.012825
HML       0.000923
dtype: float64, 75731: const     0.017087
vwretd   -0.076833
SMB       0.006091
HML      -0.006212
dtype: float64, 75732: const    -0.050526
vwretd    0.980148
SMB       0.032004
HML       0.019812
dtype: float64, 75733: const     0.000010
vwretd    0.818853
SMB       0.006808
HML       0.003325
dtype: float64, 75734: const     0.009313
vwretd    0.876315
SMB       0.010376
HML       0.011039
dtype: float64, 75735: const     0.0
vwretd    0.0
SMB       0.0
HML       0.0
dtype: float64, 75736: const     0.048720
vwretd   -1.449285
SMB       0.038449
HML       0.000869
dtype: float64, 75737: const    -0.087710
vwretd    0.881822
SMB       0.034282
HML       0.027733
dtype: float64, 75738: const     0.041976
vwretd   -0.587257
SMB       0.003152
HML       0.065700
dtype: float64, 75739: const    -0.013220
vwretd    0.611314
SMB       0.009109
HML       0.007430
dtype: float64, 75740: const     0.004399
vwretd    0.576387
SMB       0.017136
HML      -0.001933
dtype: float64, 75741: const    -0.001500
vwretd    3.271265
SMB       0.043345
HML       0.044910
dtype: float64, 75742: const    -0.073880
vwretd    2.082512
SMB      -0.031164
HML      -0.034508
dtype: float64, 75743: const     0.019129
vwretd    0.633881
SMB       0.030752
HML      -0.009261
dtype: float64, 75744: const    -0.005959
vwretd   -0.298537
SMB       0.001083
HML       0.005789
dtype: float64, 75745: const    -0.088375
vwretd   -0.735458
SMB      -0.000296
HML      -0.054662
dtype: float64, 75746: const    -0.010626
vwretd   -3.765608
SMB       0.042002
HML      -0.043016
dtype: float64, 75747: const    -0.019556
vwretd    1.640001
SMB       0.017457
HML       0.018731
dtype: float64, 75748: const     0.018706
vwretd   -1.666612
SMB       0.011917
HML       0.022036
dtype: float64, 75749: const    -0.208997
vwretd   -0.632229
SMB      -0.001072
HML      -0.076913
dtype: float64, 75750: const    -0.009702
vwretd    1.608188
SMB       0.012910
HML      -0.027142
dtype: float64, 75751: const    -0.075365
vwretd   -1.277173
SMB       0.021335
HML      -0.016406
dtype: float64, 75752: const     0.060086
vwretd    1.896153
SMB       0.085279
HML       0.009401
dtype: float64, 75753: const    -0.049948
vwretd   -1.834776
SMB       0.011445
HML       0.005905
dtype: float64, 75754: const    -0.000247
vwretd    0.816532
SMB       0.001289
HML      -0.001163
dtype: float64, 75755: const     0.008908
vwretd    0.953659
SMB       0.009220
HML       0.000668
dtype: float64, 75756: const    -0.041150
vwretd    1.297200
SMB       0.055457
HML       0.078412
dtype: float64, 75757: const    -0.166993
vwretd   -0.493952
SMB      -0.039381
HML      -0.131013
dtype: float64, 75758: const    -0.008806
vwretd    0.438175
SMB       0.013612
HML      -0.008482
dtype: float64, 75759: const     0.023868
vwretd    0.944818
SMB       0.005148
HML       0.004217
dtype: float64, 75760: const    -0.024398
vwretd    0.966686
SMB       0.003122
HML      -0.013102
dtype: float64, 75761: const     0.007098
vwretd   -1.427500
SMB       0.053515
HML       0.018695
dtype: float64, 75762: const    -0.027146
vwretd    1.850079
SMB       0.071347
HML       0.041190
dtype: float64, 75763: const    -0.018205
vwretd    2.638949
SMB       0.039009
HML       0.009617
dtype: float64, 75764: const     0.015417
vwretd   -0.020163
SMB       0.003051
HML       0.004393
dtype: float64, 75765: const     0.005612
vwretd    0.701207
SMB       0.004145
HML       0.006419
dtype: float64, 75766: const    -0.004929
vwretd    0.845608
SMB      -0.006422
HML       0.006796
dtype: float64, 75767: const    -0.121687
vwretd    1.743258
SMB       0.029056
HML       0.006821
dtype: float64, 75768: const    -0.010636
vwretd    1.136806
SMB       0.014827
HML       0.020659
dtype: float64, 75769: const    -0.044685
vwretd    0.731969
SMB       0.011957
HML      -0.010482
dtype: float64, 75770: const    -0.038140
vwretd   -0.981493
SMB       0.011777
HML      -0.002850
dtype: float64, 75771: const    -0.030132
vwretd    0.337804
SMB      -0.002892
HML       0.021752
dtype: float64, 75772: const     0.281856
vwretd    3.498467
SMB       0.076210
HML       0.312613
dtype: float64, 75773: const     0.004566
vwretd    0.383482
SMB       0.003132
HML       0.004967
dtype: float64, 75774: const    -0.000302
vwretd    0.000209
SMB       0.002801
HML       0.032471
dtype: float64, 75775: const    -0.043982
vwretd    0.001215
SMB      -0.007848
HML      -0.007445
dtype: float64, 75776: const     0.062265
vwretd    0.170948
SMB       0.026535
HML      -0.009246
dtype: float64, 75777: const     0.004413
vwretd   -0.437900
SMB       0.037293
HML       0.013535
dtype: float64, 75778: const    -0.015681
vwretd    1.439560
SMB      -0.003337
HML       0.006718
dtype: float64, 75779: const    -0.001140
vwretd    0.615621
SMB       0.030956
HML       0.007352
dtype: float64, 75780: const    -0.074349
vwretd    0.987825
SMB       0.022964
HML       0.002460
dtype: float64, 75781: const     0.024220
vwretd    0.363526
SMB       0.025409
HML       0.003957
dtype: float64, 75782: const    -0.028049
vwretd    0.355439
SMB       0.035225
HML       0.020953
dtype: float64, 75783: const    -0.014844
vwretd    0.786011
SMB      -0.002313
HML       0.000393
dtype: float64, 75784: const    -0.114212
vwretd   -4.527426
SMB       0.020566
HML      -0.170312
dtype: float64, 75785: const     0.012178
vwretd    0.391834
SMB       0.009215
HML       0.017384
dtype: float64, 75786: const     0.020435
vwretd    0.645056
SMB       0.041251
HML       0.008927
dtype: float64, 75787: const     0.024178
vwretd    0.704823
SMB       0.004870
HML      -0.000252
dtype: float64, 75788: const     0.010815
vwretd   -0.100861
SMB      -0.003582
HML      -0.019654
dtype: float64, 75789: const    -0.010462
vwretd    1.840101
SMB      -0.002641
HML       0.015564
dtype: float64, 75790: const    -0.004973
vwretd    0.545207
SMB      -0.004413
HML       0.024658
dtype: float64, 75791: const     0.013881
vwretd    0.756327
SMB      -0.011975
HML      -0.003132
dtype: float64, 75792: const    -0.012582
vwretd    1.186025
SMB      -0.000146
HML      -0.003604
dtype: float64, 75793: const    -0.008779
vwretd    0.724423
SMB      -0.000280
HML      -0.011240
dtype: float64, 75794: const    -0.012687
vwretd    1.178340
SMB       0.000048
HML       0.001514
dtype: float64, 75795: const    -0.022796
vwretd    0.846091
SMB       0.005678
HML       0.012794
dtype: float64, 75796: const    -0.012224
vwretd    0.699873
SMB       0.036563
HML      -0.027079
dtype: float64, 75797: const     0.031922
vwretd    1.047041
SMB       0.020489
HML       0.008572
dtype: float64, 75798: const     0.020440
vwretd    2.667001
SMB       0.012965
HML      -0.003987
dtype: float64, 75799: const    -0.000418
vwretd    1.136141
SMB       0.001676
HML       0.009122
dtype: float64, 75800: const    -0.028388
vwretd    2.294089
SMB       0.028894
HML       0.022206
dtype: float64, 75801: const     0.014922
vwretd    0.392261
SMB       0.024829
HML       0.008853
dtype: float64, 75803: const     0.002399
vwretd    0.212000
SMB      -0.000561
HML       0.001797
dtype: float64, 75804: const     0.009195
vwretd    1.079805
SMB       0.006207
HML      -0.002606
dtype: float64, 75805: const     0.002579
vwretd    0.275081
SMB      -0.001893
HML       0.001955
dtype: float64, 75806: const    -0.012203
vwretd    1.159772
SMB       0.005862
HML       0.003987
dtype: float64, 75807: const    -0.007002
vwretd    1.460815
SMB      -0.000987
HML      -0.003315
dtype: float64, 75808: const     0.009007
vwretd    0.877917
SMB       0.006713
HML       0.003930
dtype: float64, 75809: const     0.001015
vwretd    0.983874
SMB       0.002479
HML       0.001317
dtype: float64, 75810: const     0.004467
vwretd    0.291185
SMB       0.000344
HML       0.000721
dtype: float64, 75811: const    -0.005080
vwretd    0.889631
SMB      -0.000543
HML       0.004230
dtype: float64, 75812: const     0.042864
vwretd   -0.091982
SMB       0.030379
HML      -0.086802
dtype: float64, 75813: const     0.016105
vwretd    0.339728
SMB       0.002153
HML       0.001767
dtype: float64, 75814: const     0.002857
vwretd    0.264902
SMB       0.001382
HML       0.003310
dtype: float64, 75815: const    -0.019028
vwretd    1.172502
SMB       0.007846
HML       0.004731
dtype: float64, 75817: const     0.017056
vwretd    1.095262
SMB       0.007968
HML      -0.011143
dtype: float64, 75818: const     0.011056
vwretd    1.075355
SMB       0.018139
HML       0.000144
dtype: float64, 75819: const     0.009649
vwretd    0.847340
SMB       0.002264
HML       0.005154
dtype: float64, 75820: const     0.015702
vwretd    0.608940
SMB       0.015812
HML       0.003263
dtype: float64, 75821: const    -0.048156
vwretd    2.976864
SMB       0.045534
HML       0.037433
dtype: float64, 75822: const    -0.005875
vwretd    0.432833
SMB       0.011550
HML      -0.001583
dtype: float64, 75823: const     0.001819
vwretd    1.237541
SMB       0.005589
HML       0.001194
dtype: float64, 75824: const     0.013870
vwretd    0.677471
SMB      -0.000620
HML      -0.012405
dtype: float64, 75825: const     0.005554
vwretd    1.023346
SMB       0.001257
HML       0.010763
dtype: float64, 75826: const     0.001244
vwretd    0.652754
SMB       0.001036
HML       0.005755
dtype: float64, 75827: const     0.003377
vwretd    0.174968
SMB      -0.000442
HML       0.002735
dtype: float64, 75828: const     0.012273
vwretd    1.038697
SMB       0.006143
HML      -0.003213
dtype: float64, 75831: const     0.003008
vwretd    1.325498
SMB       0.011039
HML       0.000951
dtype: float64, 75832: const     0.005851
vwretd    1.648874
SMB      -0.008511
HML      -0.025126
dtype: float64, 75833: const    -0.024634
vwretd    1.431279
SMB       0.018791
HML       0.011703
dtype: float64, 75834: const    -0.019023
vwretd    1.419076
SMB       0.007680
HML       0.000247
dtype: float64, 75835: const    -0.008576
vwretd    1.798869
SMB       0.010641
HML       0.005928
dtype: float64, 75836: const     0.008191
vwretd    0.339679
SMB       0.004176
HML       0.002704
dtype: float64, 75837: const     0.003234
vwretd    0.168939
SMB      -0.000190
HML       0.000618
dtype: float64, 75838: const    -0.012291
vwretd    1.164458
SMB       0.001328
HML       0.005228
dtype: float64, 75839: const    -0.006672
vwretd    0.666028
SMB       0.005159
HML      -0.007505
dtype: float64, 75840: const     0.002149
vwretd    0.625367
SMB       0.001207
HML       0.001639
dtype: float64, 75841: const     0.005535
vwretd    0.056007
SMB       0.000221
HML       0.000363
dtype: float64, 75842: const     0.004961
vwretd    0.101108
SMB      -0.000106
HML       0.000750
dtype: float64, 75843: const    -0.003728
vwretd    1.076294
SMB       0.003373
HML       0.002627
dtype: float64, 75844: const     0.008123
vwretd    0.814317
SMB       0.000199
HML       0.003736
dtype: float64, 75845: const     0.001642
vwretd    0.167031
SMB       0.000790
HML       0.002290
dtype: float64, 75846: const     0.006002
vwretd    1.419544
SMB       0.002507
HML       0.005292
dtype: float64, 75847: const     0.016332
vwretd    0.848038
SMB       0.008292
HML      -0.000898
dtype: float64, 75848: const     0.004947
vwretd    0.939417
SMB       0.056220
HML       0.031393
dtype: float64, 75849: const     0.016991
vwretd    0.835954
SMB       0.006565
HML      -0.032946
dtype: float64, 75850: const     0.020900
vwretd    1.199374
SMB       0.004042
HML      -0.003989
dtype: float64, 75851: const     0.013440
vwretd    0.839289
SMB       0.004791
HML       0.008383
dtype: float64, 75852: const     0.016459
vwretd    1.527469
SMB       0.008566
HML       0.014485
dtype: float64, 75853: const     0.007963
vwretd    1.508983
SMB       0.012886
HML      -0.009685
dtype: float64, 75854: const     0.005788
vwretd    1.651465
SMB       0.006981
HML      -0.003045
dtype: float64, 75855: const     0.041044
vwretd    0.073947
SMB       0.022359
HML      -0.019076
dtype: float64, 75856: const     0.005152
vwretd    0.512067
SMB       0.003637
HML       0.003339
dtype: float64, 75857: const     0.002403
vwretd    2.269856
SMB       0.001488
HML      -0.002149
dtype: float64, 75858: const    -0.001165
vwretd    2.417996
SMB       0.002009
HML       0.013997
dtype: float64, 75859: const    -0.003835
vwretd    0.851929
SMB       0.011299
HML      -0.014502
dtype: float64, 75860: const     0.012333
vwretd    1.244625
SMB       0.019989
HML      -0.011355
dtype: float64, 75861: const    -0.002491
vwretd    0.948848
SMB       0.010613
HML       0.015037
dtype: float64, 75862: const    -0.013846
vwretd    1.031506
SMB       0.022718
HML       0.005671
dtype: float64, 75863: const    -0.007921
vwretd   -0.000988
SMB      -0.036285
HML      -0.055964
dtype: float64, 75864: const    -0.032361
vwretd    1.112951
SMB       0.016561
HML       0.019353
dtype: float64, 75865: const     0.012893
vwretd    0.937432
SMB       0.022715
HML       0.003850
dtype: float64, 75866: const     0.011027
vwretd    0.756012
SMB       0.028485
HML       0.002535
dtype: float64, 75868: const     0.022947
vwretd    0.747675
SMB       0.012033
HML       0.014892
dtype: float64, 75869: const    -0.013580
vwretd    0.854721
SMB       0.021860
HML      -0.005232
dtype: float64, 75870: const     0.020608
vwretd    0.140676
SMB       0.000984
HML       0.005065
dtype: float64, 75871: const     0.084571
vwretd   -0.397243
SMB      -0.006937
HML      -0.058714
dtype: float64, 75872: const    -0.114022
vwretd    2.541092
SMB      -0.001686
HML       0.003201
dtype: float64, 75873: const     0.003795
vwretd    0.673547
SMB       0.014787
HML      -0.005676
dtype: float64, 75875: const    -0.014283
vwretd    0.127222
SMB       0.004032
HML      -0.000723
dtype: float64, 75876: const     0.024251
vwretd    1.911585
SMB       0.024318
HML      -0.008432
dtype: float64, 75877: const    -0.025830
vwretd    0.465215
SMB      -0.008317
HML      -0.011034
dtype: float64, 75878: const     0.003742
vwretd    1.204144
SMB       0.010707
HML       0.000264
dtype: float64, 75879: const     0.019340
vwretd    0.481776
SMB       0.010712
HML      -0.003578
dtype: float64, 75880: const     0.000254
vwretd    1.106149
SMB       0.003299
HML       0.001222
dtype: float64, 75881: const    -0.003665
vwretd    1.240202
SMB       0.009551
HML       0.015932
dtype: float64, 75882: const     0.012740
vwretd    0.835533
SMB      -0.012269
HML      -0.002231
dtype: float64, 75883: const    -0.000153
vwretd   -1.036995
SMB       0.014296
HML      -0.007796
dtype: float64, 75884: const     0.006025
vwretd    0.027443
SMB       0.000079
HML       0.000141
dtype: float64, 75885: const     0.003353
vwretd    0.508551
SMB       0.000372
HML       0.003174
dtype: float64, 75886: const     0.008199
vwretd    0.398543
SMB      -0.001772
HML       0.002102
dtype: float64, 75887: const    -0.000895
vwretd    1.449675
SMB       0.002097
HML      -0.003221
dtype: float64, 75888: const     0.009163
vwretd    0.742753
SMB       0.003731
HML       0.009683
dtype: float64, 75889: const    -0.009401
vwretd    0.525068
SMB       0.001556
HML       0.028217
dtype: float64, 75890: const     0.008602
vwretd    0.639117
SMB       0.007956
HML       0.003463
dtype: float64, 75891: const    -0.004948
vwretd    1.083937
SMB       0.002623
HML      -0.000401
dtype: float64, 75892: const     0.004958
vwretd    0.938947
SMB      -0.001263
HML       0.007654
dtype: float64, 75893: const     0.005427
vwretd    0.259967
SMB      -0.001717
HML       0.000186
dtype: float64, 75894: const    -0.017980
vwretd    0.020795
SMB       0.000842
HML      -0.001112
dtype: float64, 75895: const    -0.014579
vwretd    0.639066
SMB       0.002263
HML      -0.002791
dtype: float64, 75896: const    -0.044856
vwretd    1.554214
SMB       0.002431
HML       0.005958
dtype: float64, 75897: const    -0.007713
vwretd    0.874248
SMB       0.008271
HML       0.012116
dtype: float64, 75898: const     0.038424
vwretd    0.243672
SMB      -0.010177
HML       0.005285
dtype: float64, 75899: const    -0.027175
vwretd    1.056758
SMB       0.009068
HML       0.005861
dtype: float64, 75900: const     0.000398
vwretd    1.194526
SMB       0.010266
HML       0.008492
dtype: float64, 75901: const    -0.005623
vwretd    1.664397
SMB       0.002989
HML       0.021861
dtype: float64, 75902: const    -0.007006
vwretd    1.712613
SMB       0.008484
HML      -0.002971
dtype: float64, 75903: const     -0.497600
vwretd   -55.835086
SMB        0.071036
HML       -3.046095
dtype: float64, 75904: const     0.006617
vwretd    1.113486
SMB       0.017705
HML       0.013411
dtype: float64, 75905: const     0.000662
vwretd    1.862711
SMB       0.009371
HML       0.010833
dtype: float64, 75906: const     0.009953
vwretd    0.576263
SMB       0.007373
HML       0.007687
dtype: float64, 75907: const    -0.004844
vwretd    1.055648
SMB       0.017338
HML      -0.019502
dtype: float64, 75908: const    -0.022732
vwretd    0.832287
SMB       0.023571
HML       0.012374
dtype: float64, 75909: const    -0.041988
vwretd    0.984644
SMB       0.030768
HML       0.040027
dtype: float64, 75910: const    -0.007602
vwretd    0.509226
SMB       0.042853
HML      -0.014354
dtype: float64, 75911: const     0.004796
vwretd    0.539991
SMB       0.013347
HML       0.011296
dtype: float64, 75912: const     0.005498
vwretd    1.645855
SMB       0.003731
HML      -0.003925
dtype: float64, 75913: const    -0.015111
vwretd    0.485448
SMB       0.021604
HML      -0.000208
dtype: float64, 75914: const    -0.045958
vwretd    1.241340
SMB       0.017048
HML       0.001248
dtype: float64, 75915: const    -0.000636
vwretd    2.417824
SMB      -0.003953
HML       0.024929
dtype: float64, 75918: const    -0.019392
vwretd    1.309463
SMB       0.021669
HML       0.013945
dtype: float64, 75919: const    -0.037468
vwretd    1.957813
SMB      -0.011046
HML       0.017258
dtype: float64, 75920: const    -0.002498
vwretd    0.917800
SMB       0.003334
HML       0.011534
dtype: float64, 75922: const    -0.006397
vwretd    0.769134
SMB       0.022536
HML       0.001896
dtype: float64, 75923: const    -0.009021
vwretd    0.596324
SMB       0.014074
HML       0.020576
dtype: float64, 75924: const     0.023937
vwretd    0.253093
SMB      -0.001364
HML      -0.006229
dtype: float64, 75925: const     0.006351
vwretd    1.020844
SMB       0.002566
HML       0.009602
dtype: float64, 75926: const    -0.017601
vwretd    0.846310
SMB       0.000587
HML       0.005611
dtype: float64, 75927: const    -0.016043
vwretd    1.551825
SMB      -0.008372
HML      -0.015590
dtype: float64, 75928: const    -0.002965
vwretd    0.825990
SMB       0.004575
HML       0.008736
dtype: float64, 75929: const     0.016649
vwretd    1.302165
SMB       0.009928
HML      -0.012513
dtype: float64, 75930: const     0.012898
vwretd    1.026738
SMB       0.011165
HML      -0.002176
dtype: float64, 75931: const    -0.001167
vwretd    1.122196
SMB      -0.005253
HML       0.004238
dtype: float64, 75932: const    -0.077187
vwretd   -0.182944
SMB      -0.016088
HML      -0.021607
dtype: float64, 75933: const    -0.028327
vwretd    1.983548
SMB       0.017836
HML      -0.010265
dtype: float64, 75934: const     0.000494
vwretd    0.190195
SMB      -0.001300
HML      -0.000922
dtype: float64, 75935: const     0.022528
vwretd   -0.452766
SMB      -0.000176
HML      -0.004785
dtype: float64, 75936: const    -0.003403
vwretd    0.774724
SMB       0.002724
HML       0.004490
dtype: float64, 75937: const     0.007875
vwretd    0.867622
SMB       0.005004
HML       0.003925
dtype: float64, 75938: const    -0.002929
vwretd    1.254088
SMB       0.001529
HML       0.000600
dtype: float64, 75939: const    -0.000144
vwretd    0.403195
SMB      -0.001361
HML       0.004526
dtype: float64, 75940: const     0.000895
vwretd    0.382229
SMB       0.000299
HML       0.003928
dtype: float64, 75941: const    -0.005904
vwretd    1.172408
SMB       0.003577
HML       0.004885
dtype: float64, 75942: const    -0.002367
vwretd    0.873468
SMB       0.006974
HML       0.002032
dtype: float64, 75943: const    -0.005425
vwretd    0.874612
SMB       0.005195
HML       0.016077
dtype: float64, 75945: const     0.002246
vwretd    0.660359
SMB       0.000772
HML       0.000020
dtype: float64, 75946: const     0.010834
vwretd    1.355006
SMB       0.004474
HML       0.000812
dtype: float64, 75950: const     0.011820
vwretd    0.318139
SMB       0.003570
HML       0.003483
dtype: float64, 75951: const    -0.007598
vwretd    0.741098
SMB       0.011688
HML       0.017386
dtype: float64, 75953: const    -0.063950
vwretd   -0.132782
SMB       0.004467
HML      -0.053854
dtype: float64, 75954: const     0.007022
vwretd    2.058195
SMB       0.003119
HML       0.010505
dtype: float64, 75955: const     0.029465
vwretd    0.479730
SMB       0.030383
HML       0.025834
dtype: float64, 75956: const    -0.000668
vwretd   -0.717134
SMB       0.011047
HML       0.015274
dtype: float64, 75957: const    -0.019086
vwretd    1.218586
SMB       0.012209
HML       0.001504
dtype: float64, 75959: const     -0.259034
vwretd    12.995845
SMB        0.116388
HML        0.091982
dtype: float64, 75961: const    -0.059057
vwretd    7.669225
SMB      -0.020766
HML      -0.010011
dtype: float64, 75962: const    -0.003537
vwretd    0.938825
SMB       0.032815
HML      -0.000250
dtype: float64, 75964: const     0.007839
vwretd    1.364547
SMB       0.022756
HML       0.019434
dtype: float64, 75965: const     0.006715
vwretd   -1.158170
SMB       0.040640
HML       0.000429
dtype: float64, 75966: const     0.018257
vwretd   -0.752295
SMB       0.002115
HML       0.002237
dtype: float64, 75967: const    -0.018414
vwretd    0.608227
SMB       0.014825
HML      -0.004918
dtype: float64, 75968: const    -0.002663
vwretd    1.362733
SMB       0.021441
HML       0.004172
dtype: float64, 75969: const     0.185032
vwretd   -4.102539
SMB       0.063873
HML      -0.035648
dtype: float64, 75970: const     0.010052
vwretd    1.037551
SMB       0.013214
HML      -0.001246
dtype: float64, 75971: const    -0.055060
vwretd   -0.367599
SMB      -0.008799
HML      -0.025043
dtype: float64, 75972: const    -0.035438
vwretd    0.283565
SMB       0.000016
HML      -0.012304
dtype: float64, 75974: const     0.021620
vwretd    0.460736
SMB       0.008762
HML       0.013914
dtype: float64, 75975: const    -0.046863
vwretd    2.496772
SMB       0.008540
HML       0.005308
dtype: float64, 75976: const     0.009121
vwretd    0.608967
SMB       0.007409
HML       0.001189
dtype: float64, 75977: const     0.018130
vwretd    1.544854
SMB       0.040694
HML       0.034355
dtype: float64, 75978: const    -0.011107
vwretd    3.276231
SMB      -0.015781
HML       0.026049
dtype: float64, 75979: const     0.039401
vwretd   -0.240976
SMB       0.001230
HML       0.000707
dtype: float64, 75980: const    -0.198682
vwretd    1.336328
SMB       0.004000
HML      -0.054820
dtype: float64, 75981: const    -0.307450
vwretd   -8.762751
SMB      -0.153112
HML      -0.109697
dtype: float64, 75983: const    -0.125440
vwretd   -2.222448
SMB       0.025216
HML      -0.118149
dtype: float64, 75984: const    -0.024546
vwretd   -0.324679
SMB       0.023670
HML      -0.016413
dtype: float64, 75985: const    -0.000446
vwretd    0.831645
SMB       0.001828
HML       0.008064
dtype: float64, 75986: const     0.000402
vwretd    1.409820
SMB       0.015539
HML       0.005575
dtype: float64, 75988: const     0.010625
vwretd    0.124091
SMB      -0.010960
HML       0.001688
dtype: float64, 75989: const     0.013160
vwretd    1.935975
SMB      -0.026799
HML       0.019739
dtype: float64, 75990: const    -0.010572
vwretd    1.852352
SMB      -0.021142
HML       0.008758
dtype: float64, 75991: const     0.038726
vwretd    2.368527
SMB       0.003758
HML      -0.000395
dtype: float64, 75992: const    -0.003829
vwretd    1.111132
SMB      -0.011368
HML       0.002493
dtype: float64, 75993: const     0.001102
vwretd    1.381523
SMB       0.001567
HML      -0.011920
dtype: float64, 75994: const     0.063702
vwretd   -0.196446
SMB      -0.001508
HML       0.026441
dtype: float64, 75995: const     0.011041
vwretd    0.518072
SMB       0.026202
HML      -0.101173
dtype: float64, 75996: const    -0.098596
vwretd    0.622711
SMB      -0.017151
HML       0.010603
dtype: float64, 75998: const     0.020599
vwretd    1.332787
SMB       0.014855
HML       0.001096
dtype: float64, 75999: const    -0.507716
vwretd    0.023321
SMB      -0.128953
HML      -0.011234
dtype: float64, 76000: const    -0.005324
vwretd    1.094089
SMB       0.018759
HML      -0.003767
dtype: float64, 76001: const    -0.004917
vwretd   -1.318880
SMB       0.018283
HML       0.003399
dtype: float64, 76002: const    -0.248983
vwretd   -1.242996
SMB      -0.044504
HML      -0.090924
dtype: float64, 76003: const    -0.026593
vwretd    1.112095
SMB       0.001506
HML      -0.009368
dtype: float64, 76004: const    -0.099905
vwretd   -0.340911
SMB       0.030623
HML       0.016226
dtype: float64, 76005: const    -0.053983
vwretd    1.336435
SMB      -0.002681
HML       0.028142
dtype: float64, 76006: const     0.001016
vwretd   -0.109178
SMB       0.007765
HML      -0.010409
dtype: float64, 76007: const     0.285536
vwretd    3.391123
SMB       0.101427
HML       0.252906
dtype: float64, 76008: const    -0.006047
vwretd    1.338111
SMB       0.010697
HML       0.000225
dtype: float64, 76009: const    -0.067601
vwretd    1.710301
SMB       0.008907
HML       0.027079
dtype: float64, 76010: const    -0.077006
vwretd   -2.587007
SMB       0.053043
HML      -0.060180
dtype: float64, 76011: const    -0.010363
vwretd    1.592513
SMB       0.029944
HML       0.005808
dtype: float64, 76012: const    -0.013198
vwretd   -0.453454
SMB       0.011956
HML      -0.005363
dtype: float64, 76013: const     0.005924
vwretd    0.604087
SMB       0.008756
HML       0.002577
dtype: float64, 76014: const     0.001938
vwretd    0.780517
SMB       0.003492
HML       0.005418
dtype: float64, 76015: const    -0.036982
vwretd    2.666924
SMB      -0.006424
HML       0.031625
dtype: float64, 76016: const    -0.034742
vwretd    2.119668
SMB       0.006997
HML       0.015194
dtype: float64, 76017: const    -0.007254
vwretd    0.089856
SMB      -0.002434
HML      -0.008515
dtype: float64, 76018: const    -0.061127
vwretd   -0.596088
SMB       0.021025
HML       0.003490
dtype: float64, 76019: const    -0.029128
vwretd   -0.463630
SMB       0.007463
HML       0.007434
dtype: float64, 76020: const     0.014230
vwretd    0.940378
SMB       0.010286
HML       0.001801
dtype: float64, 76021: const    -0.077214
vwretd    2.468027
SMB       0.046673
HML       0.027743
dtype: float64, 76022: const     0.005987
vwretd    1.279134
SMB       0.013378
HML       0.008618
dtype: float64, 76023: const     0.007025
vwretd    1.353423
SMB       0.003430
HML       0.004410
dtype: float64, 76024: const    -0.004859
vwretd    0.153913
SMB       0.021073
HML      -0.018571
dtype: float64, 76025: const    -0.004863
vwretd    1.575479
SMB       0.009991
HML       0.009186
dtype: float64, 76026: const     0.036032
vwretd    0.107558
SMB      -0.004883
HML      -0.007519
dtype: float64, 76027: const     0.017560
vwretd    0.663240
SMB      -0.002081
HML      -0.015531
dtype: float64, 76028: const     0.008555
vwretd   -0.629992
SMB       0.010681
HML      -0.008920
dtype: float64, 76029: const     0.463134
vwretd    4.348136
SMB       0.252185
HML       0.299157
dtype: float64, 76030: const     0.012375
vwretd   -0.166252
SMB       0.026308
HML      -0.014190
dtype: float64, 76031: const    -0.056002
vwretd    3.633921
SMB      -0.017714
HML       0.085374
dtype: float64, 76032: const    -0.059855
vwretd   -5.021492
SMB       0.089021
HML      -0.074535
dtype: float64, 76034: const    -0.027448
vwretd    0.851354
SMB      -0.019990
HML       0.021847
dtype: float64, 76035: const    -0.036428
vwretd    0.380961
SMB       0.013029
HML       0.006506
dtype: float64, 76036: const    -0.092322
vwretd    2.734900
SMB      -0.027750
HML      -0.005043
dtype: float64, 76037: const    -0.010634
vwretd    1.007311
SMB       0.003397
HML       0.014529
dtype: float64, 76038: const     0.015922
vwretd    0.854066
SMB       0.015479
HML      -0.015993
dtype: float64, 76039: const    -0.059788
vwretd    0.021778
SMB       0.008133
HML       0.025797
dtype: float64, 76040: const     0.007461
vwretd    1.118647
SMB      -0.007359
HML       0.010048
dtype: float64, 76041: const     0.018169
vwretd    0.363890
SMB       0.014721
HML      -0.017125
dtype: float64, 76042: const     0.015342
vwretd   -0.520869
SMB       0.022978
HML      -0.023332
dtype: float64, 76044: const    -0.017576
vwretd    1.500091
SMB       0.019332
HML       0.025927
dtype: float64, 76045: const    -0.005058
vwretd    1.396314
SMB       0.017775
HML       0.040037
dtype: float64, 76047: const    -0.024505
vwretd   -1.310521
SMB       0.022015
HML       0.043818
dtype: float64, 76048: const     0.016991
vwretd    0.692484
SMB       0.003806
HML       0.005969
dtype: float64, 76050: const     0.004002
vwretd    0.398602
SMB       0.003708
HML       0.005282
dtype: float64, 76052: const     0.001673
vwretd    0.472456
SMB       0.008645
HML       0.004047
dtype: float64, 76053: const    -0.062551
vwretd    3.437834
SMB      -0.018117
HML       0.065259
dtype: float64, 76054: const    -0.049075
vwretd   -1.175082
SMB       0.049709
HML      -0.044206
dtype: float64, 76055: const     0.007206
vwretd    0.597320
SMB       0.005112
HML       0.007505
dtype: float64, 76056: const    -0.042121
vwretd    0.446251
SMB       0.025900
HML      -0.005264
dtype: float64, 76057: const    -0.013959
vwretd    1.307449
SMB       0.014788
HML       0.021649
dtype: float64, 76059: const    -0.110032
vwretd    4.953650
SMB      -0.064612
HML       0.023270
dtype: float64, 76060: const     0.003285
vwretd    0.577708
SMB       0.002984
HML       0.009030
dtype: float64, 76061: const    -0.003240
vwretd   -0.410360
SMB       0.003217
HML      -0.009965
dtype: float64, 76062: const     0.044215
vwretd    0.844605
SMB       0.024022
HML      -0.017160
dtype: float64, 76063: const    -0.010022
vwretd    1.133201
SMB       0.016753
HML       0.013974
dtype: float64, 76064: const     0.096932
vwretd    5.622396
SMB       0.006644
HML       0.082339
dtype: float64, 76066: const    -0.054270
vwretd    2.579606
SMB       0.024707
HML       0.014408
dtype: float64, 76067: const    -0.074696
vwretd    3.157910
SMB       0.024122
HML       0.136520
dtype: float64, 76068: const     0.018917
vwretd   -1.699571
SMB       0.022999
HML      -0.009638
dtype: float64, 76070: const    -0.008067
vwretd    1.605069
SMB       0.007661
HML       0.007453
dtype: float64, 76071: const     0.026120
vwretd   -0.039879
SMB       0.009011
HML      -0.010219
dtype: float64, 76072: const    -0.003827
vwretd    0.508320
SMB       0.009344
HML       0.001024
dtype: float64, 76073: const     0.051701
vwretd   -1.393512
SMB      -0.001410
HML      -0.029063
dtype: float64, 76074: const     0.003889
vwretd    0.976140
SMB       0.000060
HML       0.009727
dtype: float64, 76075: const     0.005545
vwretd    1.258380
SMB       0.011732
HML      -0.003725
dtype: float64, 76076: const     0.011580
vwretd    1.409761
SMB       0.000620
HML      -0.005970
dtype: float64, 76077: const     0.025935
vwretd    0.725397
SMB       0.002724
HML      -0.002494
dtype: float64, 76078: const     0.010446
vwretd    0.368648
SMB       0.002002
HML       0.006336
dtype: float64, 76079: const    -0.009322
vwretd    0.681997
SMB       0.015943
HML       0.002352
dtype: float64, 76080: const     0.002559
vwretd    1.528764
SMB       0.025560
HML      -0.001302
dtype: float64, 76081: const     0.004061
vwretd    1.352946
SMB       0.010080
HML       0.008059
dtype: float64, 76082: const     0.006632
vwretd    0.736498
SMB       0.000914
HML       0.004935
dtype: float64, 76083: const    -0.005767
vwretd    1.324577
SMB       0.001434
HML       0.002780
dtype: float64, 76084: const    -0.003757
vwretd    1.212670
SMB       0.003222
HML       0.005663
dtype: float64, 76085: const    -0.005312
vwretd    0.834882
SMB       0.000963
HML       0.000984
dtype: float64, 76086: const    -0.007423
vwretd    1.286259
SMB       0.001125
HML       0.004403
dtype: float64, 76087: const     0.005056
vwretd    0.057902
SMB       0.000082
HML       0.000516
dtype: float64, 76088: const     0.011128
vwretd    0.327891
SMB       0.001070
HML       0.002302
dtype: float64, 76089: const    -0.004857
vwretd    0.950642
SMB       0.002210
HML       0.006230
dtype: float64, 76090: const     0.006840
vwretd    1.049701
SMB       0.006659
HML       0.006208
dtype: float64, 76091: const     0.007038
vwretd    0.760796
SMB      -0.000971
HML       0.005060
dtype: float64, 76092: const    -0.137032
vwretd    1.054760
SMB       0.032559
HML       0.038920
dtype: float64, 76093: const    -0.114339
vwretd    0.800797
SMB       0.029743
HML       0.022056
dtype: float64, 76094: const     0.028870
vwretd    0.376687
SMB       0.013952
HML      -0.018066
dtype: float64, 76095: const     0.008465
vwretd    1.083093
SMB       0.008851
HML      -0.001823
dtype: float64, 76096: const    -0.002639
vwretd    2.383746
SMB       0.009435
HML      -0.010289
dtype: float64, 76097: const    -0.011449
vwretd    0.589464
SMB       0.011998
HML       0.002338
dtype: float64, 76098: const    -0.000286
vwretd    1.614889
SMB       0.011177
HML      -0.002780
dtype: float64, 76099: const     0.002475
vwretd    1.106294
SMB       0.003865
HML       0.012098
dtype: float64, 76100: const     0.007255
vwretd    0.592803
SMB       0.011352
HML      -0.004083
dtype: float64, 76101: const    -0.001218
vwretd    1.318257
SMB       0.009503
HML       0.009323
dtype: float64, 76102: const    -0.006288
vwretd    1.364684
SMB       0.016396
HML       0.004766
dtype: float64, 76104: const     0.044999
vwretd    0.269227
SMB       0.006709
HML      -0.014608
dtype: float64, 76105: const     0.005732
vwretd    1.245858
SMB       0.004979
HML       0.008503
dtype: float64, 76106: const    -0.018968
vwretd    0.817984
SMB       0.019732
HML       0.009054
dtype: float64, 76107: const    -0.010394
vwretd    0.801636
SMB       0.003962
HML       0.003527
dtype: float64, 76108: const    -0.001485
vwretd    0.222866
SMB       0.006900
HML       0.011701
dtype: float64, 76109: const     0.013825
vwretd    0.437803
SMB       0.011498
HML       0.003373
dtype: float64, 76110: const     0.000452
vwretd    1.316608
SMB       0.012765
HML       0.002486
dtype: float64, 76111: const    -0.012123
vwretd    1.029314
SMB       0.014687
HML      -0.003669
dtype: float64, 76112: const     0.073286
vwretd    8.317396
SMB      -0.044787
HML       0.184978
dtype: float64, 76113: const     0.004479
vwretd    0.098309
SMB      -0.001544
HML      -0.001591
dtype: float64, 76114: const    -0.007106
vwretd    1.021217
SMB      -0.000791
HML       0.006895
dtype: float64, 76115: const    -0.016258
vwretd    1.449905
SMB       0.003062
HML       0.008476
dtype: float64, 76116: const    -0.033159
vwretd    0.864432
SMB       0.016764
HML       0.011704
dtype: float64, 76117: const    -0.006954
vwretd    1.218340
SMB       0.003391
HML       0.001351
dtype: float64, 76118: const    -0.001326
vwretd    1.112031
SMB       0.001807
HML       0.003953
dtype: float64, 76119: const    -0.001484
vwretd    0.830514
SMB       0.002336
HML      -0.000849
dtype: float64, 76121: const     0.005886
vwretd    0.043048
SMB      -0.000083
HML       0.000543
dtype: float64, 76122: const    -0.009178
vwretd    0.759142
SMB       0.001226
HML       0.008843
dtype: float64, 76123: const    -0.001241
vwretd    0.965353
SMB       0.002726
HML       0.007016
dtype: float64, 76125: const     0.024892
vwretd    0.630381
SMB       0.012390
HML       0.001135
dtype: float64, 76126: const     0.022158
vwretd    0.228330
SMB      -0.004698
HML      -0.007694
dtype: float64, 76127: const    -0.003880
vwretd    1.737510
SMB       0.012417
HML       0.017330
dtype: float64, 76128: const     0.007307
vwretd    1.428915
SMB       0.005186
HML      -0.004792
dtype: float64, 76129: const     0.015366
vwretd    1.117997
SMB       0.015529
HML      -0.010909
dtype: float64, 76131: const    -0.001056
vwretd    1.005297
SMB       0.000853
HML      -0.003539
dtype: float64, 76132: const     0.014863
vwretd    0.859105
SMB       0.019688
HML      -0.008426
dtype: float64, 76133: const    -0.006313
vwretd    1.428653
SMB       0.010081
HML       0.006065
dtype: float64, 76134: const    -0.002796
vwretd    1.354766
SMB       0.006666
HML       0.005783
dtype: float64, 76135: const     0.001193
vwretd    0.792973
SMB       0.007514
HML       0.007552
dtype: float64, 76136: const    -0.000265
vwretd    0.959867
SMB       0.000647
HML       0.006759
dtype: float64, 76137: const     0.010214
vwretd    1.515554
SMB       0.009875
HML       0.015403
dtype: float64, 76138: const     0.003885
vwretd    1.339790
SMB       0.007795
HML       0.007470
dtype: float64, 76139: const     0.000030
vwretd    1.267858
SMB       0.010649
HML       0.002750
dtype: float64, 76140: const     0.044732
vwretd    0.330546
SMB      -0.002646
HML       0.008091
dtype: float64, 76141: const     0.007537
vwretd    1.041475
SMB       0.024797
HML       0.008017
dtype: float64, 76142: const     0.009817
vwretd    1.675321
SMB       0.009487
HML       0.002343
dtype: float64, 76143: const     0.001298
vwretd    0.301771
SMB      -0.000990
HML       0.002782
dtype: float64, 76144: const     0.005232
vwretd    0.127487
SMB      -0.000366
HML       0.000358
dtype: float64, 76145: const    -0.005159
vwretd    1.323189
SMB       0.001451
HML       0.003711
dtype: float64, 76146: const     0.008761
vwretd    1.369904
SMB       0.008683
HML       0.001271
dtype: float64, 76147: const    -0.028796
vwretd    1.550781
SMB       0.005287
HML       0.010009
dtype: float64, 76148: const     0.001426
vwretd    1.094605
SMB       0.009282
HML       0.005787
dtype: float64, 76149: const     0.006201
vwretd    0.765389
SMB      -0.000284
HML       0.000880
dtype: float64, 76150: const    -0.042146
vwretd    1.333638
SMB       0.013323
HML      -0.006419
dtype: float64, 76151: const     0.003615
vwretd    0.349378
SMB       0.011370
HML       0.009935
dtype: float64, 76152: const     0.002288
vwretd    0.227602
SMB      -0.000836
HML       0.002607
dtype: float64, 76153: const    -0.001162
vwretd    0.128672
SMB       0.006332
HML       0.003721
dtype: float64, 76154: const     0.009710
vwretd    0.874332
SMB       0.022430
HML      -0.008964
dtype: float64, 76155: const     0.004025
vwretd   -0.560991
SMB       0.026877
HML      -0.036998
dtype: float64, 76156: const    -0.005215
vwretd    0.852848
SMB       0.016074
HML       0.011650
dtype: float64, 76157: const     0.018462
vwretd    1.512951
SMB       0.011233
HML      -0.009954
dtype: float64, 76158: const    -0.008162
vwretd    1.299547
SMB       0.004276
HML       0.015093
dtype: float64, 76159: const     0.006289
vwretd    0.713941
SMB       0.005148
HML       0.003211
dtype: float64, 76160: const    -0.000940
vwretd    0.410595
SMB       0.009910
HML       0.004769
dtype: float64, 76161: const     0.024626
vwretd    0.867831
SMB       0.009156
HML       0.000556
dtype: float64, 76162: const     0.012478
vwretd    0.347136
SMB       0.010906
HML      -0.006543
dtype: float64, 76163: const     0.002792
vwretd   -0.189897
SMB       0.013782
HML      -0.010457
dtype: float64, 76164: const    -0.007336
vwretd    0.742872
SMB       0.007112
HML       0.014938
dtype: float64, 76165: const     0.011633
vwretd    1.768888
SMB       0.019707
HML      -0.001962
dtype: float64, 76166: const     0.002189
vwretd    1.563449
SMB       0.022622
HML      -0.015515
dtype: float64, 76167: const    -0.055461
vwretd   -1.204313
SMB       0.005109
HML       0.014774
dtype: float64, 76168: const    -0.013241
vwretd    2.318166
SMB      -0.000961
HML      -0.008066
dtype: float64, 76169: const    -0.032982
vwretd    1.938995
SMB       0.017212
HML       0.009168
dtype: float64, 76170: const    -0.026193
vwretd    0.695025
SMB       0.031530
HML       0.001411
dtype: float64, 76171: const     0.003476
vwretd    0.608654
SMB       0.000861
HML       0.008653
dtype: float64, 76172: const     0.030910
vwretd    0.676355
SMB       0.007402
HML       0.006652
dtype: float64, 76173: const    -0.056309
vwretd    1.694119
SMB       0.002565
HML      -0.001516
dtype: float64, 76174: const     0.034584
vwretd    0.080374
SMB       0.016923
HML      -0.013571
dtype: float64, 76175: const     0.002669
vwretd    2.345132
SMB       0.010543
HML      -0.024011
dtype: float64, 76176: const     0.008971
vwretd   -0.003202
SMB       0.008362
HML       0.007919
dtype: float64, 76177: const     0.021128
vwretd    0.716023
SMB       0.006585
HML       0.007501
dtype: float64, 76178: const    -0.009871
vwretd    1.120377
SMB       0.001976
HML       0.002585
dtype: float64, 76179: const    -0.057071
vwretd    0.818616
SMB      -0.010750
HML      -0.006706
dtype: float64, 76180: const    -0.015354
vwretd    1.660188
SMB       0.019783
HML       0.008650
dtype: float64, 76181: const    -0.002948
vwretd    1.081414
SMB       0.001483
HML       0.001824
dtype: float64, 76182: const     0.005027
vwretd    0.112855
SMB      -0.000185
HML       0.000357
dtype: float64, 76183: const    -0.000832
vwretd    0.436234
SMB       0.003039
HML       0.004387
dtype: float64, 76184: const    -0.004905
vwretd    1.332694
SMB      -0.001698
HML      -0.005519
dtype: float64, 76185: const     0.012098
vwretd    0.646647
SMB       0.006084
HML       0.000481
dtype: float64, 76186: const     0.007549
vwretd   -0.695758
SMB       0.003494
HML       0.010258
dtype: float64, 76188: const     0.009554
vwretd    0.057430
SMB       0.001413
HML      -0.007392
dtype: float64, 76189: const     0.002144
vwretd    0.712617
SMB      -0.000707
HML       0.002537
dtype: float64, 76190: const     0.019780
vwretd    1.154694
SMB       0.009693
HML       0.000090
dtype: float64, 76191: const     0.008309
vwretd    1.120730
SMB       0.010283
HML       0.002924
dtype: float64, 76192: const     0.003683
vwretd    2.130122
SMB      -0.003290
HML       0.017743
dtype: float64, 76193: const     0.001238
vwretd    0.613471
SMB       0.007028
HML      -0.004252
dtype: float64, 76194: const    -0.000464
vwretd    1.402991
SMB       0.015685
HML       0.011015
dtype: float64, 76195: const    -0.000190
vwretd    1.042885
SMB       0.008244
HML       0.010223
dtype: float64, 76196: const    -0.000499
vwretd    0.354335
SMB       0.002364
HML       0.005374
dtype: float64, 76197: const     0.012367
vwretd    0.286510
SMB       0.003105
HML       0.004380
dtype: float64, 76198: const     0.018256
vwretd    0.212674
SMB       0.005881
HML       0.006404
dtype: float64, 76199: const    -0.005209
vwretd    1.756949
SMB       0.010120
HML      -0.015852
dtype: float64, 76200: const    -0.016558
vwretd    1.048548
SMB       0.006202
HML       0.014262
dtype: float64, 76201: const     0.009048
vwretd    1.408992
SMB       0.006577
HML      -0.006264
dtype: float64, 76202: const     0.007882
vwretd    0.367949
SMB       0.004325
HML       0.004502
dtype: float64, 76203: const    -0.030654
vwretd    0.846368
SMB      -0.000296
HML       0.009880
dtype: float64, 76204: const     0.042666
vwretd    0.464495
SMB       0.007725
HML       0.009688
dtype: float64, 76205: const     0.015947
vwretd    0.796383
SMB       0.003643
HML       0.010467
dtype: float64, 76206: const     0.000620
vwretd    0.331257
SMB       0.033875
HML      -0.002203
dtype: float64, 76207: const     0.000529
vwretd    1.131576
SMB       0.009461
HML       0.007262
dtype: float64, 76208: const     0.009542
vwretd    0.687202
SMB       0.008511
HML       0.006375
dtype: float64, 76209: const    -0.010707
vwretd    1.688227
SMB       0.001999
HML       0.005604
dtype: float64, 76210: const     0.007553
vwretd    0.522270
SMB       0.001176
HML       0.006060
dtype: float64, 76211: const     0.006369
vwretd    3.419209
SMB       0.014922
HML       0.022281
dtype: float64, 76212: const    -0.012157
vwretd    0.848307
SMB       0.003008
HML       0.003781
dtype: float64, 76213: const     0.019570
vwretd    0.849967
SMB       0.009445
HML      -0.007398
dtype: float64, 76214: const     0.005320
vwretd    1.099483
SMB       0.005083
HML       0.008580
dtype: float64, 76215: const    -0.001650
vwretd    1.199864
SMB       0.019815
HML       0.009382
dtype: float64, 76216: const    -0.208243
vwretd   -0.650065
SMB       0.031476
HML      -0.013072
dtype: float64, 76217: const    -0.005903
vwretd    0.948509
SMB       0.008992
HML       0.006839
dtype: float64, 76218: const    -0.005488
vwretd    1.515623
SMB       0.005487
HML       0.008012
dtype: float64, 76219: const     0.003328
vwretd    0.714961
SMB      -0.002949
HML       0.003480
dtype: float64, 76220: const     0.006393
vwretd    0.032467
SMB      -0.000884
HML      -0.000345
dtype: float64, 76221: const     0.004009
vwretd    1.104015
SMB      -0.000820
HML       0.001858
dtype: float64, 76222: const    -0.002199
vwretd    0.118151
SMB       0.003017
HML      -0.006992
dtype: float64, 76223: const     0.001213
vwretd    1.310084
SMB       0.006832
HML       0.012005
dtype: float64, 76224: const     0.004544
vwretd    0.973500
SMB       0.010634
HML       0.001388
dtype: float64, 76225: const     0.030484
vwretd    0.716656
SMB       0.015278
HML      -0.008227
dtype: float64, 76226: const    -0.006381
vwretd    1.533795
SMB       0.004276
HML       0.005430
dtype: float64, 76227: const    -0.011843
vwretd    0.444953
SMB       0.038587
HML       0.008460
dtype: float64, 76228: const    -0.011583
vwretd    1.288453
SMB       0.010496
HML       0.015771
dtype: float64, 76229: const    -0.109580
vwretd    2.955771
SMB       0.044314
HML       0.006796
dtype: float64, 76230: const     0.003115
vwretd    1.419122
SMB       0.003611
HML      -0.000388
dtype: float64, 76231: const     0.002914
vwretd    2.029387
SMB       0.014946
HML       0.002603
dtype: float64, 76232: const    -0.023838
vwretd    0.580099
SMB       0.017183
HML       0.015290
dtype: float64, 76233: const    -0.017670
vwretd    0.000043
SMB      -0.008692
HML      -0.000679
dtype: float64, 76234: const    -0.000466
vwretd    1.333524
SMB       0.001695
HML      -0.000215
dtype: float64, 76235: const     0.020375
vwretd    1.387207
SMB      -0.009079
HML      -0.013883
dtype: float64, 76236: const    -0.000529
vwretd    0.914792
SMB       0.017967
HML      -0.005334
dtype: float64, 76237: const    -0.257407
vwretd    3.459053
SMB       0.067519
HML       0.101212
dtype: float64, 76238: const     0.004548
vwretd    1.095698
SMB       0.003902
HML       0.004197
dtype: float64, 76239: const    -0.013783
vwretd    1.902035
SMB       0.001780
HML       0.005062
dtype: float64, 76240: const     0.005219
vwretd    1.281820
SMB       0.003098
HML       0.001913
dtype: float64, 76241: const     0.001939
vwretd    0.675098
SMB       0.013631
HML       0.006436
dtype: float64, 76242: const     0.002810
vwretd    1.011049
SMB       0.001946
HML       0.002955
dtype: float64, 76243: const     0.002732
vwretd    0.295429
SMB       0.000405
HML       0.002946
dtype: float64, 76244: const     0.001499
vwretd    1.384737
SMB       0.001637
HML       0.000338
dtype: float64, 76245: const     0.005520
vwretd    1.376790
SMB       0.023749
HML       0.007147
dtype: float64, 76246: const    -0.001939
vwretd    1.117459
SMB       0.001030
HML       0.000604
dtype: float64, 76247: const    -0.009913
vwretd    1.045759
SMB       0.006381
HML       0.000307
dtype: float64, 76248: const     0.012873
vwretd    1.214516
SMB       0.018472
HML      -0.009693
dtype: float64, 76249: const     0.068562
vwretd   -1.023558
SMB       0.011551
HML      -0.015623
dtype: float64, 76250: const     0.009210
vwretd    1.283995
SMB       0.019792
HML       0.011040
dtype: float64, 76251: const    -0.009124
vwretd    1.277843
SMB       0.016730
HML       0.006457
dtype: float64, 76252: const    -0.010001
vwretd    0.612362
SMB       0.007445
HML       0.005114
dtype: float64, 76253: const     0.007646
vwretd    0.238443
SMB       0.011689
HML       0.005433
dtype: float64, 76254: const     0.028041
vwretd    0.047150
SMB       0.011883
HML       0.001572
dtype: float64, 76255: const     0.000162
vwretd    0.281008
SMB       0.008697
HML       0.007684
dtype: float64, 76256: const    -0.027815
vwretd    1.870829
SMB       0.028806
HML      -0.007375
dtype: float64, 76257: const     0.007768
vwretd    0.421626
SMB       0.009477
HML       0.001881
dtype: float64, 76258: const    -0.007408
vwretd    0.692094
SMB       0.005824
HML       0.005704
dtype: float64, 76259: const     0.004328
vwretd    0.851743
SMB       0.008248
HML      -0.002726
dtype: float64, 76260: const    -0.025305
vwretd    1.023120
SMB       0.015113
HML       0.006489
dtype: float64, 76261: const     0.008541
vwretd    0.533480
SMB       0.002110
HML       0.002796
dtype: float64, 76262: const    -0.053364
vwretd   -0.972074
SMB       0.016801
HML       0.013406
dtype: float64, 76263: const     0.005217
vwretd    1.293157
SMB       0.003582
HML       0.000010
dtype: float64, 76264: const    -0.001235
vwretd    0.344979
SMB       0.007390
HML       0.006648
dtype: float64, 76265: const     0.006086
vwretd    0.527051
SMB       0.003056
HML       0.003716
dtype: float64, 76266: const     0.004858
vwretd    0.484645
SMB       0.006394
HML       0.006975
dtype: float64, 76267: const    -0.012909
vwretd    0.956619
SMB       0.004397
HML       0.006674
dtype: float64, 76268: const     0.015087
vwretd    0.985904
SMB       0.007595
HML      -0.001823
dtype: float64, 76269: const     0.046056
vwretd    1.347654
SMB      -0.012261
HML      -0.014899
dtype: float64, 76270: const     0.011995
vwretd    1.254112
SMB       0.013427
HML       0.000909
dtype: float64, 76271: const     0.003884
vwretd    1.324831
SMB       0.004775
HML      -0.009495
dtype: float64, 76272: const     0.007552
vwretd    1.275268
SMB       0.005036
HML       0.008055
dtype: float64, 76273: const     0.001103
vwretd    1.128909
SMB       0.003505
HML       0.001677
dtype: float64, 76274: const    -0.000040
vwretd    0.453749
SMB       0.007568
HML       0.006195
dtype: float64, 76275: const     0.006212
vwretd   -0.106547
SMB      -0.001438
HML       0.002361
dtype: float64, 76276: const     0.014360
vwretd    0.536644
SMB       0.001360
HML      -0.004247
dtype: float64, 76277: const     0.080071
vwretd   -0.931494
SMB       0.010793
HML      -0.024695
dtype: float64, 76278: const     0.002232
vwretd   -1.416629
SMB       0.010630
HML      -0.015404
dtype: float64, 76279: const    -0.004267
vwretd    1.341767
SMB       0.007110
HML       0.007727
dtype: float64, 76280: const    -0.023794
vwretd    1.230913
SMB       0.033493
HML      -0.007006
dtype: float64, 76281: const     0.013420
vwretd    0.791085
SMB       0.016303
HML      -0.023002
dtype: float64, 76282: const     0.008095
vwretd    1.157755
SMB       0.003828
HML       0.005989
dtype: float64, 76283: const     0.000941
vwretd    0.170735
SMB      -0.000008
HML      -0.000064
dtype: float64, 76284: const     0.029480
vwretd    0.549962
SMB       0.009734
HML      -0.014579
dtype: float64, 76285: const     0.090290
vwretd    0.396269
SMB      -0.045221
HML       0.022375
dtype: float64, 76286: const     0.018008
vwretd    0.623792
SMB       0.016310
HML       0.014571
dtype: float64, 76289: const    -0.016329
vwretd    0.779150
SMB       0.004219
HML       0.000249
dtype: float64, 76290: const     0.005766
vwretd    1.697951
SMB       0.010466
HML       0.001695
dtype: float64, 76291: const     0.030807
vwretd    0.639757
SMB       0.014535
HML       0.002198
dtype: float64, 76292: const     0.011081
vwretd    0.321173
SMB       0.025504
HML       0.004412
dtype: float64, 76293: const     0.017965
vwretd    6.863340
SMB      -0.000602
HML       0.258104
dtype: float64, 76294: const     0.011505
vwretd    0.541395
SMB       0.009180
HML       0.008383
dtype: float64, 76295: const    -0.010785
vwretd    2.111694
SMB       0.022452
HML       0.007134
dtype: float64, 76296: const     -0.325849
vwretd    10.952825
SMB       -0.077139
HML        0.154358
dtype: float64, 76297: const     0.017014
vwretd   -1.802262
SMB       0.046978
HML       0.031547
dtype: float64, 76298: const     0.000715
vwretd    0.985306
SMB       0.010386
HML       0.004907
dtype: float64, 76299: const     0.018289
vwretd    0.417375
SMB       0.005342
HML       0.008479
dtype: float64, 76300: const     0.035788
vwretd    2.269487
SMB       0.075682
HML       0.044074
dtype: float64, 76301: const     0.008293
vwretd   -0.148368
SMB       0.003620
HML      -0.000229
dtype: float64, 76302: const     0.001112
vwretd    0.030746
SMB       0.010425
HML       0.003098
dtype: float64, 76303: const    -0.063634
vwretd   -0.124466
SMB       0.019969
HML       0.017295
dtype: float64, 76304: const     0.017848
vwretd   -0.831085
SMB       0.002258
HML      -0.024431
dtype: float64, 76305: const     0.008442
vwretd    0.931570
SMB      -0.009162
HML      -0.017637
dtype: float64, 76306: const     0.015409
vwretd    1.025071
SMB       0.014686
HML      -0.001598
dtype: float64, 76307: const    -0.052220
vwretd    1.766480
SMB       0.063746
HML      -0.035076
dtype: float64, 76308: const     0.013259
vwretd    0.250641
SMB       0.003917
HML       0.003753
dtype: float64, 76309: const    -0.023885
vwretd    1.367920
SMB       0.019723
HML       0.010511
dtype: float64, 76310: const     0.014723
vwretd    0.700555
SMB       0.011445
HML       0.006725
dtype: float64, 76311: const    -0.109254
vwretd   -2.084564
SMB       0.085781
HML      -0.025668
dtype: float64, 76312: const     0.020676
vwretd   -0.266637
SMB      -0.000604
HML       0.006687
dtype: float64, 76314: const     0.019758
vwretd    1.027579
SMB      -0.001126
HML      -0.005596
dtype: float64, 76315: const    -0.091982
vwretd    2.321778
SMB      -0.018074
HML       0.011222
dtype: float64, 76316: const     0.026259
vwretd   -0.979168
SMB       0.031490
HML      -0.010403
dtype: float64, 76317: const     0.004585
vwretd    1.444818
SMB       0.030798
HML      -0.012690
dtype: float64, 76318: const     0.000070
vwretd   -0.215489
SMB       0.017529
HML      -0.001533
dtype: float64, 76320: const    -0.109975
vwretd   -0.813130
SMB       0.057541
HML       0.030566
dtype: float64, 76321: const     0.008806
vwretd    0.733870
SMB       0.011943
HML      -0.000833
dtype: float64, 76322: const    -0.007318
vwretd    1.028321
SMB       0.011944
HML       0.015101
dtype: float64, 76323: const     0.021536
vwretd   -0.192724
SMB       0.001547
HML       0.014140
dtype: float64, 76324: const    -0.015802
vwretd   -1.723291
SMB      -0.026905
HML      -0.053678
dtype: float64, 76326: const    -0.037724
vwretd    1.349447
SMB       0.009441
HML       0.016263
dtype: float64, 76327: const      0.098095
vwretd    12.210794
SMB        0.367364
HML        0.762959
dtype: float64, 76328: const     0.091610
vwretd    1.428461
SMB       0.019508
HML      -0.019536
dtype: float64, 76329: const    -0.026108
vwretd   -0.595890
SMB      -0.010036
HML      -0.030306
dtype: float64, 76330: const     0.011268
vwretd   -0.352401
SMB       0.008682
HML      -0.000018
dtype: float64, 76331: const    -0.004863
vwretd    1.236675
SMB       0.003657
HML       0.015323
dtype: float64, 76332: const    -0.053432
vwretd    2.087974
SMB       0.008634
HML       0.030353
dtype: float64, 76333: const    -0.064235
vwretd    2.279239
SMB       0.031765
HML       0.028852
dtype: float64, 76335: const    -0.030308
vwretd   -0.040476
SMB       0.058133
HML       0.015791
dtype: float64, 76336: const     0.000935
vwretd    1.263826
SMB       0.007806
HML       0.007717
dtype: float64, 76337: const     0.001630
vwretd    0.303861
SMB       0.007991
HML       0.000462
dtype: float64, 76338: const     0.038685
vwretd   -0.025357
SMB       0.003554
HML       0.002421
dtype: float64, 76339: const    -0.017150
vwretd   -2.012353
SMB       0.035132
HML       0.005405
dtype: float64, 76340: const    -0.002621
vwretd    0.630049
SMB       0.011127
HML       0.006191
dtype: float64, 76341: const    -0.043336
vwretd    1.594802
SMB       0.009368
HML       0.071685
dtype: float64, 76342: const    -0.043634
vwretd    0.921895
SMB       0.011726
HML       0.002692
dtype: float64, 76343: const    -0.082968
vwretd    2.207569
SMB       0.045383
HML       0.038857
dtype: float64, 76344: const    -0.129227
vwretd    2.609909
SMB      -0.001855
HML       0.019444
dtype: float64, 76345: const    -0.023839
vwretd    1.182609
SMB       0.023023
HML       0.004548
dtype: float64, 76346: const     0.062068
vwretd    7.863774
SMB      -0.076688
HML      -0.020479
dtype: float64, 76347: const    -0.047830
vwretd    0.881916
SMB       0.011164
HML       0.029614
dtype: float64, 76348: const    -0.035284
vwretd    0.059125
SMB       0.025008
HML       0.057386
dtype: float64, 76349: const    -0.151820
vwretd    1.021930
SMB       0.007051
HML       0.011126
dtype: float64, 76351: const     0.067320
vwretd   -3.607516
SMB       0.048590
HML      -0.015561
dtype: float64, 76353: const    -0.032161
vwretd    0.246145
SMB       0.037398
HML      -0.015308
dtype: float64, 76354: const     0.006338
vwretd    1.198348
SMB       0.011708
HML       0.014004
dtype: float64, 76355: const    -0.022270
vwretd    0.463673
SMB       0.003194
HML      -0.002728
dtype: float64, 76356: const    -0.050196
vwretd    2.029441
SMB       0.028193
HML       0.041364
dtype: float64, 76357: const     0.170277
vwretd   -9.073240
SMB       0.046267
HML      -0.118726
dtype: float64, 76359: const    -0.002540
vwretd    0.821922
SMB       0.004605
HML       0.010581
dtype: float64, 76360: const     0.001481
vwretd    1.095323
SMB       0.001716
HML       0.000712
dtype: float64, 76361: const     0.040620
vwretd    0.083404
SMB       0.004571
HML      -0.004890
dtype: float64, 76362: const    -0.006081
vwretd    0.711179
SMB       0.004966
HML      -0.010842
dtype: float64, 76363: const     0.008534
vwretd    1.304784
SMB       0.006437
HML       0.021923
dtype: float64, 76364: const    -0.270021
vwretd   -2.990431
SMB       0.133870
HML       0.037195
dtype: float64, 76365: const    -0.067579
vwretd   -1.842431
SMB       0.016262
HML      -0.032874
dtype: float64, 76366: const     0.003560
vwretd    0.676520
SMB       0.005088
HML       0.001626
dtype: float64, 76367: const     0.007054
vwretd    1.368877
SMB       0.003036
HML      -0.004819
dtype: float64, 76368: const     0.059885
vwretd   -1.382150
SMB       0.004227
HML      -0.013838
dtype: float64, 76369: const    -0.008614
vwretd    1.318391
SMB       0.020353
HML      -0.002045
dtype: float64, 76370: const     0.010412
vwretd    0.357595
SMB       0.006143
HML       0.017679
dtype: float64, 76371: const     0.011898
vwretd    1.500581
SMB       0.001786
HML       0.004886
dtype: float64, 76372: const     0.015850
vwretd    0.463195
SMB       0.006701
HML      -0.002963
dtype: float64, 76373: const    -0.024058
vwretd    1.313225
SMB      -0.002496
HML      -0.018832
dtype: float64, 76374: const     0.029564
vwretd    1.359413
SMB       0.018519
HML      -0.014443
dtype: float64, 76375: const     0.075876
vwretd   -1.373637
SMB      -0.144651
HML      -0.282025
dtype: float64, 76376: const     0.021166
vwretd    0.791984
SMB       0.008348
HML       0.019351
dtype: float64, 76377: const     0.040444
vwretd   -0.355726
SMB       0.015756
HML      -0.004349
dtype: float64, 76378: const     0.038143
vwretd    0.147153
SMB      -0.016167
HML      -0.005459
dtype: float64, 76379: const    -0.018281
vwretd    0.287247
SMB      -0.040374
HML      -0.025868
dtype: float64, 76380: const     0.025488
vwretd    0.461307
SMB      -0.002546
HML       0.005880
dtype: float64, 76381: const     0.015008
vwretd    1.004585
SMB      -0.005160
HML       0.008413
dtype: float64, 76382: const    -0.003190
vwretd    0.398863
SMB       0.011088
HML       0.013324
dtype: float64, 76383: const     0.013853
vwretd    1.419893
SMB       0.008586
HML      -0.000295
dtype: float64, 76384: const    -0.056800
vwretd    1.812998
SMB       0.035212
HML       0.031721
dtype: float64, 76385: const     0.000405
vwretd    0.788133
SMB       0.007203
HML       0.003055
dtype: float64, 76386: const    -0.064681
vwretd    2.033486
SMB       0.024566
HML       0.016278
dtype: float64, 76387: const    -0.075118
vwretd    2.153546
SMB       0.058270
HML       0.028444
dtype: float64, 76389: const    -0.308850
vwretd    4.941213
SMB      -0.129753
HML      -0.131045
dtype: float64, 76390: const    -0.039985
vwretd   -0.615570
SMB       0.024938
HML       0.002412
dtype: float64, 76391: const     0.019626
vwretd    1.035857
SMB       0.007558
HML      -0.001519
dtype: float64, 76392: const     0.012267
vwretd    0.675661
SMB       0.008419
HML       0.001237
dtype: float64, 76393: const    -0.050682
vwretd    3.781817
SMB       0.019149
HML       0.003927
dtype: float64, 76394: const    -0.051931
vwretd    3.161006
SMB      -0.008154
HML       0.018670
dtype: float64, 76395: const     0.107528
vwretd   -3.805857
SMB      -0.020835
HML      -0.048232
dtype: float64, 76396: const     0.103968
vwretd   -4.292922
SMB      -0.004250
HML       0.039237
dtype: float64, 76397: const    -0.008671
vwretd    1.193490
SMB       0.029961
HML       0.040566
dtype: float64, 76398: const     0.002352
vwretd    0.510111
SMB       0.000831
HML       0.004353
dtype: float64, 76399: const    -0.000810
vwretd    0.877949
SMB       0.014489
HML      -0.001032
dtype: float64, 76400: const     0.002919
vwretd    1.366949
SMB       0.010224
HML       0.009818
dtype: float64, 76401: const    -0.027090
vwretd    1.606394
SMB      -0.003673
HML       0.010047
dtype: float64, 76402: const     0.041925
vwretd   -1.241914
SMB      -0.003779
HML      -0.019126
dtype: float64, 76403: const     0.048265
vwretd   -0.191240
SMB       0.034636
HML      -0.004487
dtype: float64, 76404: const    -0.004708
vwretd    0.893740
SMB       0.014564
HML       0.010657
dtype: float64, 76405: const     0.030400
vwretd    0.166584
SMB       0.003367
HML      -0.000855
dtype: float64, 76406: const    -0.114016
vwretd    2.361767
SMB       0.040733
HML       0.024165
dtype: float64, 76407: const    -0.008949
vwretd    0.867080
SMB       0.020517
HML       0.011975
dtype: float64, 76408: const    -0.006433
vwretd    0.704498
SMB       0.017095
HML       0.006745
dtype: float64, 76409: const     0.001896
vwretd    1.138169
SMB      -0.001256
HML      -0.010900
dtype: float64, 76410: const     0.007202
vwretd   -0.559992
SMB      -0.004707
HML       0.001342
dtype: float64, 76412: const    -0.015784
vwretd   -1.160098
SMB       0.051285
HML      -0.033750
dtype: float64, 76413: const     0.145773
vwretd   -3.538975
SMB       0.004213
HML      -0.019833
dtype: float64, 76414: const     0.004724
vwretd   -3.241719
SMB      -0.013789
HML       0.112487
dtype: float64, 76415: const     0.010998
vwretd    0.631218
SMB       0.017020
HML       0.005701
dtype: float64, 76416: const     0.022775
vwretd   -0.269441
SMB      -0.015985
HML      -0.022408
dtype: float64, 76417: const     0.001632
vwretd    0.512280
SMB       0.002806
HML       0.006827
dtype: float64, 76418: const    -0.250144
vwretd    4.560907
SMB       0.043438
HML       0.023917
dtype: float64, 76419: const     0.024925
vwretd   -0.219676
SMB       0.001515
HML      -0.009743
dtype: float64, 76420: const     0.021014
vwretd   -0.688472
SMB       0.021585
HML       0.019381
dtype: float64, 76421: const     0.013570
vwretd   -0.305062
SMB       0.008635
HML       0.000862
dtype: float64, 76422: const    -0.011679
vwretd    1.459181
SMB      -0.002131
HML       0.009602
dtype: float64, 76423: const    -0.013129
vwretd    0.626459
SMB       0.020569
HML       0.004394
dtype: float64, 76424: const     0.021720
vwretd    0.313015
SMB       0.006052
HML      -0.000971
dtype: float64, 76425: const     0.021895
vwretd    0.954800
SMB       0.014492
HML       0.011700
dtype: float64, 76426: const    -0.124502
vwretd    6.936610
SMB      -0.071515
HML       0.103345
dtype: float64, 76427: const     0.011027
vwretd   -0.039231
SMB       0.009179
HML       0.008742
dtype: float64, 76428: const     0.004019
vwretd    0.660940
SMB      -0.001488
HML       0.003126
dtype: float64, 76429: const     0.038764
vwretd   -0.585974
SMB      -0.020107
HML       0.019107
dtype: float64, 76430: const    -0.038809
vwretd    1.700138
SMB       0.006866
HML       0.010781
dtype: float64, 76431: const    -0.014344
vwretd    2.193785
SMB       0.011448
HML       0.017567
dtype: float64, 76432: const    -0.023851
vwretd   -0.100781
SMB       0.025435
HML       0.003471
dtype: float64, 76433: const     0.128202
vwretd   -0.312953
SMB       0.040215
HML       0.045136
dtype: float64, 76434: const     0.219576
vwretd    8.636016
SMB      -0.132939
HML       0.166482
dtype: float64, 76435: const     0.003355
vwretd    0.447957
SMB       0.000762
HML       0.004094
dtype: float64, 76436: const    -0.042212
vwretd    0.332296
SMB      -0.002621
HML       0.009263
dtype: float64, 76437: const    -0.061296
vwretd   -0.197875
SMB       0.033649
HML       0.060682
dtype: float64, 76438: const     0.003004
vwretd   -0.144477
SMB       0.017226
HML      -0.003720
dtype: float64, 76439: const    -0.007071
vwretd    3.671433
SMB       0.013663
HML       0.041442
dtype: float64, 76440: const     0.035258
vwretd   -2.418447
SMB       0.015160
HML      -0.021785
dtype: float64, 76441: const    -0.010923
vwretd    0.834582
SMB       0.000174
HML       0.001211
dtype: float64, 76442: const    -0.038436
vwretd    2.308150
SMB       0.014738
HML       0.027389
dtype: float64, 76443: const     0.010076
vwretd    0.431184
SMB       0.001633
HML       0.005080
dtype: float64, 76445: const     0.010913
vwretd    0.232098
SMB       0.002157
HML       0.002181
dtype: float64, 76446: const    -0.058938
vwretd   -1.092131
SMB      -0.015823
HML       0.004199
dtype: float64, 76447: const    -0.001964
vwretd    0.947016
SMB       0.014789
HML       0.008819
dtype: float64, 76448: const     0.011716
vwretd    1.840039
SMB       0.009938
HML      -0.001217
dtype: float64, 76449: const     -0.044496
vwretd    14.115032
SMB        0.111776
HML        0.389022
dtype: float64, 76450: const    -0.015232
vwretd    2.656160
SMB       0.002214
HML       0.005454
dtype: float64, 76452: const    -0.062755
vwretd    2.182056
SMB       0.020107
HML       0.021805
dtype: float64, 76453: const     0.044948
vwretd    1.460693
SMB       0.017878
HML      -0.005320
dtype: float64, 76454: const    -0.008809
vwretd    0.703842
SMB       0.017869
HML       0.020442
dtype: float64, 76455: const     0.131125
vwretd   -2.859711
SMB      -0.000927
HML      -0.035344
dtype: float64, 76456: const     0.049446
vwretd    0.352388
SMB       0.014630
HML      -0.034139
dtype: float64, 76457: const     0.027857
vwretd    0.778880
SMB       0.037428
HML      -0.005750
dtype: float64, 76458: const    -0.020024
vwretd    2.430309
SMB       0.020195
HML       0.030456
dtype: float64, 76459: const    -0.013494
vwretd    1.287137
SMB       0.020503
HML       0.004256
dtype: float64, 76460: const    -0.015608
vwretd    0.714859
SMB       0.048599
HML       0.056356
dtype: float64, 76461: const     0.017231
vwretd    0.173196
SMB       0.024309
HML       0.004482
dtype: float64, 76462: const    -0.021076
vwretd    1.922970
SMB       0.029096
HML       0.009465
dtype: float64, 76463: const    -0.034206
vwretd    1.011707
SMB      -0.011280
HML       0.016499
dtype: float64, 76465: const    -0.006745
vwretd    2.650234
SMB       0.024176
HML      -0.005624
dtype: float64, 76471: const    -0.009394
vwretd    0.875739
SMB       0.000551
HML       0.004243
dtype: float64, 76472: const     0.060410
vwretd   -1.550967
SMB       0.012258
HML      -0.002017
dtype: float64, 76473: const    -0.013491
vwretd    1.066090
SMB      -0.004402
HML       0.011075
dtype: float64, 76474: const    -0.004539
vwretd    0.399061
SMB      -0.004329
HML       0.002546
dtype: float64, 76475: const    -0.010458
vwretd    1.307667
SMB       0.002839
HML      -0.002067
dtype: float64, 76476: const    -0.015566
vwretd    1.796698
SMB       0.006744
HML       0.004724
dtype: float64, 76477: const     0.010691
vwretd    0.352643
SMB       0.001066
HML       0.004887
dtype: float64, 76478: const     0.005235
vwretd    0.847360
SMB       0.004868
HML       0.004477
dtype: float64, 76479: const     0.005223
vwretd    0.542229
SMB       0.002301
HML       0.001421
dtype: float64, 76480: const     0.000051
vwretd    0.475750
SMB       0.002284
HML       0.011704
dtype: float64, 76481: const    -0.047869
vwretd    1.881604
SMB       0.028221
HML       0.027991
dtype: float64, 76482: const     0.010681
vwretd    1.405233
SMB       0.008610
HML       0.014366
dtype: float64, 76483: const     0.012707
vwretd    0.159626
SMB      -0.002917
HML       0.002379
dtype: float64, 76484: const     0.124276
vwretd    0.162732
SMB      -0.030368
HML       0.028733
dtype: float64, 76485: const    -0.036299
vwretd   -0.795234
SMB       0.025000
HML       0.002190
dtype: float64, 76486: const    -0.037435
vwretd   -2.744013
SMB       0.059307
HML       0.040475
dtype: float64, 76487: const    -0.079677
vwretd    1.258191
SMB      -0.013769
HML       0.015231
dtype: float64, 76488: const     0.031634
vwretd   -0.359131
SMB       0.049343
HML       0.050483
dtype: float64, 76489: const     0.007506
vwretd    0.840285
SMB       0.006919
HML       0.005769
dtype: float64, 76490: const    -0.068105
vwretd    0.523343
SMB       0.006094
HML      -0.002920
dtype: float64, 76491: const    -0.173313
vwretd    5.314658
SMB       0.007740
HML       0.034627
dtype: float64, 76492: const     0.007887
vwretd   -0.000183
SMB      -0.002763
HML       0.003191
dtype: float64, 76493: const    -0.016669
vwretd    1.669107
SMB      -0.000472
HML       0.014296
dtype: float64, 76494: const     0.004901
vwretd    0.091513
SMB       0.000736
HML       0.000853
dtype: float64, 76495: const    -0.013178
vwretd   -1.371986
SMB       0.028633
HML      -0.023887
dtype: float64, 76496: const     0.004728
vwretd    0.097414
SMB       0.000150
HML       0.001370
dtype: float64, 76497: const    -0.002407
vwretd    1.163314
SMB      -0.002676
HML       0.011063
dtype: float64, 76498: const    -0.044038
vwretd    1.138531
SMB       0.013920
HML      -0.001173
dtype: float64, 76499: const    -0.015314
vwretd    1.411212
SMB      -0.005295
HML       0.017444
dtype: float64, 76500: const    -0.003864
vwretd   -0.042974
SMB       0.006190
HML       0.000574
dtype: float64, 76501: const     0.008467
vwretd    0.584892
SMB       0.009169
HML       0.009223
dtype: float64, 76502: const     0.002801
vwretd    0.915654
SMB       0.006615
HML       0.001871
dtype: float64, 76503: const     0.065594
vwretd   -0.272559
SMB       0.000243
HML       0.000053
dtype: float64, 76504: const     0.002100
vwretd    0.889208
SMB       0.004882
HML       0.009266
dtype: float64, 76505: const     0.004476
vwretd    0.609916
SMB       0.005240
HML       0.001530
dtype: float64, 76506: const     0.001762
vwretd    1.472735
SMB       0.004556
HML       0.001369
dtype: float64, 76507: const    -0.003031
vwretd    2.029136
SMB       0.015809
HML       0.000536
dtype: float64, 76508: const    -0.007674
vwretd    0.999071
SMB       0.007416
HML      -0.004900
dtype: float64, 76509: const     0.005650
vwretd    0.033343
SMB      -0.000983
HML      -0.000393
dtype: float64, 76510: const     0.012484
vwretd   -0.534689
SMB       0.010952
HML      -0.012787
dtype: float64, 76512: const    -0.015099
vwretd    0.936761
SMB       0.001946
HML      -0.002978
dtype: float64, 76513: const    -0.003252
vwretd    0.850692
SMB       0.005282
HML       0.008796
dtype: float64, 76514: const    -0.063136
vwretd    0.381678
SMB       0.045329
HML      -0.071144
dtype: float64, 76515: const     0.005357
vwretd    1.140729
SMB       0.003972
HML       0.003395
dtype: float64, 76516: const    -0.005142
vwretd    0.761820
SMB       0.046878
HML      -0.012967
dtype: float64, 76517: const    -0.145743
vwretd    2.924660
SMB       0.381029
HML      -0.444217
dtype: float64, 76518: const    -0.028571
vwretd    1.144523
SMB       0.039017
HML       0.029838
dtype: float64, 76519: const    -0.001139
vwretd    1.613856
SMB       0.060461
HML       0.047443
dtype: float64, 76520: const     0.009987
vwretd    0.420846
SMB       0.003606
HML       0.002070
dtype: float64, 76522: const    -0.045385
vwretd   -0.566570
SMB       0.042560
HML      -0.014790
dtype: float64, 76523: const     0.016921
vwretd   -0.225728
SMB       0.003629
HML      -0.005602
dtype: float64, 76524: const    -0.006995
vwretd   -0.027988
SMB       0.013480
HML       0.003443
dtype: float64, 76525: const    -0.143071
vwretd   -0.452626
SMB       0.028567
HML      -0.008910
dtype: float64, 76526: const    -0.005823
vwretd    0.764286
SMB       0.005352
HML       0.009655
dtype: float64, 76527: const     0.091223
vwretd    0.518002
SMB       0.026772
HML       0.018022
dtype: float64, 76528: const     0.010457
vwretd   -0.060077
SMB      -0.003878
HML       0.006023
dtype: float64, 76529: const     0.004701
vwretd    0.693078
SMB       0.000607
HML       0.006967
dtype: float64, 76530: const     0.051825
vwretd    3.075837
SMB      -0.024045
HML       0.073753
dtype: float64, 76531: const    -0.035381
vwretd   -1.509948
SMB       0.016354
HML      -0.017872
dtype: float64, 76532: const    -0.012204
vwretd    1.210649
SMB       0.013971
HML       0.009560
dtype: float64, 76533: const     0.029351
vwretd   -4.922633
SMB      -0.011442
HML      -0.102514
dtype: float64, 76534: const    -0.168880
vwretd    1.399081
SMB       0.018776
HML      -0.008500
dtype: float64, 76535: const    -0.014551
vwretd    1.739487
SMB       0.007776
HML      -0.002972
dtype: float64, 76538: const    -0.003811
vwretd    1.430779
SMB       0.036899
HML      -0.014174
dtype: float64, 76539: const    -0.004061
vwretd   -0.549018
SMB       0.001888
HML       0.010740
dtype: float64, 76541: const     0.687182
vwretd    5.486896
SMB      -0.285155
HML       0.514534
dtype: float64, 76542: const     0.007063
vwretd    1.839162
SMB       0.005966
HML       0.006101
dtype: float64, 76543: const    -0.026475
vwretd    1.034556
SMB       0.019632
HML       0.008911
dtype: float64, 76544: const     0.007695
vwretd    0.451757
SMB       0.019746
HML       0.000630
dtype: float64, 76545: const    -0.017486
vwretd    0.528271
SMB      -0.006456
HML      -0.008510
dtype: float64, 76546: const     0.039584
vwretd    1.710536
SMB       0.001384
HML       0.014286
dtype: float64, 76547: const    -0.020603
vwretd    0.822381
SMB       0.018785
HML       0.010590
dtype: float64, 76548: const     0.033895
vwretd    0.451401
SMB       0.003175
HML      -0.013335
dtype: float64, 76549: const     0.000114
vwretd    1.036810
SMB       0.012028
HML       0.001253
dtype: float64, 76550: const    -0.037986
vwretd    0.731546
SMB      -0.002772
HML       0.026790
dtype: float64, 76551: const     0.025023
vwretd    0.307624
SMB       0.000835
HML      -0.000910
dtype: float64, 76552: const     0.009347
vwretd    0.152110
SMB      -0.002933
HML       0.009541
dtype: float64, 76553: const    -0.011081
vwretd    0.813485
SMB       0.004823
HML       0.005980
dtype: float64, 76554: const     0.028458
vwretd   -1.376933
SMB      -0.003854
HML      -0.006520
dtype: float64, 76555: const     0.026193
vwretd    0.426254
SMB       0.017563
HML       0.002086
dtype: float64, 76556: const    -0.016383
vwretd    0.958401
SMB       0.009911
HML       0.008928
dtype: float64, 76557: const     0.002188
vwretd    1.775736
SMB      -0.001573
HML       0.008592
dtype: float64, 76558: const     0.004321
vwretd    0.426675
SMB      -0.000051
HML       0.000125
dtype: float64, 76559: const     0.014409
vwretd    0.205634
SMB       0.003693
HML      -0.003122
dtype: float64, 76560: const     0.021933
vwretd    0.603204
SMB       0.022121
HML       0.004022
dtype: float64, 76561: const    -0.007388
vwretd    2.385934
SMB       0.019859
HML      -0.002522
dtype: float64, 76563: const     0.003850
vwretd    1.184694
SMB       0.002144
HML       0.000969
dtype: float64, 76564: const     0.006988
vwretd    2.065155
SMB       0.024699
HML      -0.024265
dtype: float64, 76565: const     0.004710
vwretd    1.315321
SMB       0.002801
HML       0.008413
dtype: float64, 76566: const     0.000382
vwretd    1.357725
SMB       0.012732
HML       0.000728
dtype: float64, 76567: const     0.154955
vwretd   -0.451693
SMB       0.111959
HML      -0.007832
dtype: float64, 76568: const     0.005566
vwretd    0.973280
SMB       0.003367
HML       0.002820
dtype: float64, 76569: const     0.003425
vwretd    0.161496
SMB       0.000028
HML       0.002757
dtype: float64, 76570: const     0.003853
vwretd    0.113434
SMB       0.000884
HML       0.001032
dtype: float64, 76571: const     0.004377
vwretd    0.086694
SMB      -0.000663
HML       0.000997
dtype: float64, 76572: const     0.003858
vwretd    0.127417
SMB      -0.000692
HML      -0.000484
dtype: float64, 76573: const     0.006271
vwretd    1.025268
SMB       0.003727
HML       0.004662
dtype: float64, 76574: const    -0.009899
vwretd    1.007298
SMB       0.002421
HML       0.013176
dtype: float64, 76575: const    -0.124583
vwretd   -4.313515
SMB       0.062467
HML      -0.056684
dtype: float64, 76576: const    -0.066497
vwretd    3.832374
SMB       0.008324
HML       0.035283
dtype: float64, 76577: const    -0.010478
vwretd    0.180695
SMB       0.052594
HML      -0.012849
dtype: float64, 76578: const     0.022536
vwretd    1.118044
SMB       0.014359
HML      -0.005334
dtype: float64, 76579: const     0.029257
vwretd    1.249591
SMB       0.000009
HML      -0.015690
dtype: float64, 76580: const    -0.023725
vwretd    0.281063
SMB       0.021384
HML       0.018066
dtype: float64, 76581: const     0.026914
vwretd    0.687941
SMB       0.014440
HML       0.009461
dtype: float64, 76582: const     0.010228
vwretd    0.632178
SMB       0.007320
HML       0.002979
dtype: float64, 76583: const    -0.000615
vwretd    1.672485
SMB       0.020099
HML       0.009943
dtype: float64, 76584: const     0.010575
vwretd    1.966142
SMB       0.014532
HML      -0.009290
dtype: float64, 76585: const     0.045468
vwretd    0.683480
SMB       0.018575
HML      -0.003758
dtype: float64, 76586: const    -0.005141
vwretd    0.906287
SMB       0.007222
HML       0.005257
dtype: float64, 76587: const    -0.000545
vwretd    0.843146
SMB       0.012927
HML      -0.002714
dtype: float64, 76588: const     0.039878
vwretd    0.611824
SMB       0.013827
HML      -0.015690
dtype: float64, 76589: const    -0.011642
vwretd    0.793898
SMB       0.010132
HML       0.003120
dtype: float64, 76590: const     0.066108
vwretd    1.374368
SMB      -0.009715
HML       0.002803
dtype: float64, 76591: const     0.015209
vwretd    0.484144
SMB       0.016972
HML      -0.003607
dtype: float64, 76592: const     0.003674
vwretd    0.603038
SMB      -0.001712
HML       0.001891
dtype: float64, 76593: const    -0.013787
vwretd    1.208661
SMB       0.007605
HML       0.005553
dtype: float64, 76594: const     0.003759
vwretd    0.124520
SMB      -0.000383
HML       0.000902
dtype: float64, 76595: const     0.005716
vwretd    0.077179
SMB      -0.000491
HML       0.000018
dtype: float64, 76596: const     0.005305
vwretd    0.789888
SMB       0.000880
HML      -0.017719
dtype: float64, 76597: const    -0.008449
vwretd    0.908843
SMB      -0.003073
HML       0.007693
dtype: float64, 76598: const     0.007105
vwretd    1.796886
SMB       0.006504
HML       0.007130
dtype: float64, 76599: const     0.021247
vwretd   -0.053340
SMB      -0.006221
HML       0.000856
dtype: float64, 76600: const     0.009212
vwretd    0.370775
SMB      -0.003567
HML       0.005455
dtype: float64, 76601: const     0.012130
vwretd    0.212784
SMB      -0.000855
HML       0.004270
dtype: float64, 76602: const     0.008062
vwretd    0.430782
SMB       0.002386
HML       0.004221
dtype: float64, 76603: const     0.012027
vwretd    0.478251
SMB       0.000040
HML       0.005137
dtype: float64, 76604: const     0.008228
vwretd    0.998890
SMB       0.024217
HML       0.024810
dtype: float64, 76605: const     0.012152
vwretd    0.616434
SMB      -0.000126
HML       0.001286
dtype: float64, 76606: const     0.001850
vwretd    0.140167
SMB      -0.001615
HML       0.001185
dtype: float64, 76607: const    -0.011804
vwretd   -0.299073
SMB       0.014120
HML       0.000791
dtype: float64, 76608: const     0.008960
vwretd    1.118287
SMB      -0.002234
HML      -0.007943
dtype: float64, 76609: const    -0.012264
vwretd    0.958509
SMB       0.012877
HML       0.006480
dtype: float64, 76610: const    -0.076838
vwretd    0.481496
SMB       0.023032
HML      -0.007972
dtype: float64, 76611: const     0.019238
vwretd    0.592501
SMB       0.008260
HML       0.007125
dtype: float64, 76612: const    -0.017004
vwretd    0.944813
SMB       0.006856
HML       0.008697
dtype: float64, 76613: const    -0.012871
vwretd    2.396811
SMB       0.014279
HML       0.014602
dtype: float64, 76614: const     0.023026
vwretd    0.797909
SMB       0.031120
HML      -0.009891
dtype: float64, 76615: const    -0.009584
vwretd    1.569595
SMB       0.013155
HML      -0.002741
dtype: float64, 76616: const    -0.004889
vwretd    1.237583
SMB       0.001403
HML       0.007949
dtype: float64, 76617: const    -0.010758
vwretd    1.332913
SMB       0.013973
HML       0.000126
dtype: float64, 76618: const    -0.008922
vwretd    1.489784
SMB       0.017789
HML       0.008394
dtype: float64, 76619: const     0.009915
vwretd    0.933110
SMB       0.008292
HML       0.010494
dtype: float64, 76620: const     0.024863
vwretd    0.476861
SMB       0.011049
HML      -0.016546
dtype: float64, 76621: const     0.000636
vwretd    1.126648
SMB       0.003249
HML       0.002310
dtype: float64, 76622: const    -0.001575
vwretd    0.341829
SMB       0.008485
HML      -0.005406
dtype: float64, 76623: const    -0.000635
vwretd    0.184483
SMB       0.006408
HML       0.006580
dtype: float64, 76624: const     0.006933
vwretd    2.211754
SMB       0.013686
HML      -0.012043
dtype: float64, 76625: const     0.014103
vwretd    0.834122
SMB       0.015439
HML      -0.008695
dtype: float64, 76626: const    -0.037513
vwretd    1.655351
SMB       0.022333
HML       0.011983
dtype: float64, 76627: const     0.014037
vwretd    1.384457
SMB       0.015288
HML      -0.015564
dtype: float64, 76628: const     0.013648
vwretd    1.607909
SMB       0.009181
HML      -0.011701
dtype: float64, 76629: const     0.020523
vwretd    1.874660
SMB       0.002785
HML      -0.001120
dtype: float64, 76630: const     0.005282
vwretd    0.142525
SMB       0.015891
HML      -0.009274
dtype: float64, 76632: const     0.018146
vwretd   -0.520131
SMB       0.006923
HML      -0.011576
dtype: float64, 76633: const    -0.057490
vwretd    2.622232
SMB       0.071456
HML       0.096073
dtype: float64, 76634: const     0.019705
vwretd    0.194597
SMB       0.003614
HML      -0.006028
dtype: float64, 76635: const     0.019465
vwretd    0.666075
SMB      -0.004888
HML      -0.012793
dtype: float64, 76636: const     0.004059
vwretd    1.041437
SMB       0.003176
HML      -0.001038
dtype: float64, 76637: const    -0.020305
vwretd    1.662546
SMB       0.019973
HML       0.006669
dtype: float64, 76638: const    -0.007693
vwretd    1.847262
SMB       0.005664
HML       0.013498
dtype: float64, 76639: const     0.012152
vwretd    0.738331
SMB      -0.001304
HML       0.001677
dtype: float64, 76640: const     0.017414
vwretd    0.691712
SMB       0.009470
HML       0.003192
dtype: float64, 76641: const     0.005521
vwretd    0.080878
SMB      -0.000551
HML       0.000727
dtype: float64, 76642: const     0.005064
vwretd    0.078710
SMB       0.000386
HML       0.001039
dtype: float64, 76644: const    -0.006411
vwretd    2.048425
SMB       0.003788
HML       0.009773
dtype: float64, 76645: const    -0.024997
vwretd    1.498515
SMB       0.007172
HML       0.015625
dtype: float64, 76646: const    -0.079466
vwretd    2.685249
SMB       0.033007
HML       0.013574
dtype: float64, 76647: const    -0.103881
vwretd    0.308908
SMB       0.036061
HML       0.010562
dtype: float64, 76649: const    -0.010749
vwretd    0.615809
SMB      -0.002161
HML       0.006140
dtype: float64, 76651: const    -0.033773
vwretd    1.372180
SMB       0.015744
HML       0.001907
dtype: float64, 76652: const    -0.008963
vwretd    1.305224
SMB       0.028082
HML      -0.003413
dtype: float64, 76653: const     0.004397
vwretd    0.660702
SMB       0.003131
HML       0.003165
dtype: float64, 76654: const     0.017019
vwretd    2.853896
SMB       0.001266
HML      -0.010658
dtype: float64, 76655: const     0.004936
vwretd    0.595198
SMB       0.000688
HML       0.001494
dtype: float64, 76656: const     0.026821
vwretd    0.941211
SMB       0.000260
HML      -0.014113
dtype: float64, 76657: const    -0.024490
vwretd    0.853018
SMB       0.008007
HML       0.011118
dtype: float64, 76658: const    -0.070554
vwretd    0.452567
SMB       0.015044
HML       0.009933
dtype: float64, 76659: const    -0.180444
vwretd    3.450655
SMB       0.017194
HML       0.077638
dtype: float64, 76660: const     0.019904
vwretd    1.138252
SMB       0.004109
HML      -0.009804
dtype: float64, 76661: const     0.008609
vwretd    0.946166
SMB       0.017249
HML      -0.003856
dtype: float64, 76662: const     0.003978
vwretd    0.467373
SMB       0.019263
HML      -0.021335
dtype: float64, 76663: const    -0.063696
vwretd    1.833620
SMB       0.008983
HML       0.031269
dtype: float64, 76664: const     0.000505
vwretd    1.262881
SMB       0.009886
HML       0.012789
dtype: float64, 76665: const    -0.001888
vwretd    1.708462
SMB       0.011265
HML       0.004372
dtype: float64, 76666: const     0.000514
vwretd    1.698772
SMB       0.008806
HML       0.004071
dtype: float64, 76667: const    -0.008520
vwretd    1.263484
SMB       0.010010
HML      -0.001825
dtype: float64, 76668: const    -0.033842
vwretd    0.988505
SMB       0.013278
HML       0.015921
dtype: float64, 76669: const     0.004868
vwretd    1.137995
SMB       0.010789
HML       0.001981
dtype: float64, 76670: const    -0.001151
vwretd    0.271154
SMB       0.002442
HML       0.004527
dtype: float64, 76671: const     0.005251
vwretd    1.341369
SMB       0.004735
HML       0.005580
dtype: float64, 76672: const    -0.003533
vwretd    1.342080
SMB       0.004150
HML       0.000168
dtype: float64, 76673: const    -0.003861
vwretd    2.105324
SMB       0.010499
HML       0.013912
dtype: float64, 76674: const     0.000655
vwretd    0.934328
SMB       0.000944
HML       0.004536
dtype: float64, 76675: const     0.005533
vwretd    0.047407
SMB      -0.000071
HML       0.000608
dtype: float64, 76676: const    -0.003499
vwretd    0.525878
SMB       0.001086
HML       0.001854
dtype: float64, 76677: const    -0.021121
vwretd    1.612122
SMB      -0.005285
HML       0.002822
dtype: float64, 76678: const    -0.073653
vwretd    1.379624
SMB       0.020613
HML       0.016556
dtype: float64, 76679: const     0.075144
vwretd   -4.356700
SMB       0.000232
HML      -0.007381
dtype: float64, 76680: const     0.014388
vwretd   -3.457889
SMB      -0.005932
HML      -0.021776
dtype: float64, 76681: const     0.000719
vwretd    0.817800
SMB       0.004323
HML       0.001479
dtype: float64, 76683: const     0.018864
vwretd    1.751270
SMB       0.019842
HML      -0.028958
dtype: float64, 76684: const     0.001890
vwretd    0.662020
SMB       0.007596
HML       0.011013
dtype: float64, 76685: const    -0.000493
vwretd   -0.147564
SMB       0.007899
HML       0.012033
dtype: float64, 76686: const    -0.002768
vwretd    1.163682
SMB       0.007265
HML       0.009036
dtype: float64, 76687: const    -0.006023
vwretd    0.512490
SMB       0.006515
HML       0.009043
dtype: float64, 76688: const    -0.043322
vwretd    0.413480
SMB       0.007186
HML      -0.002390
dtype: float64, 76689: const    -0.135789
vwretd    3.334024
SMB      -0.004744
HML       0.013649
dtype: float64, 76690: const    -0.010146
vwretd   -0.437217
SMB       0.000374
HML      -0.003232
dtype: float64, 76691: const    -0.020703
vwretd    0.969536
SMB       0.009846
HML       0.004725
dtype: float64, 76692: const    -0.005280
vwretd    0.572277
SMB       0.017391
HML       0.002679
dtype: float64, 76693: const     0.004859
vwretd    1.375507
SMB       0.008148
HML      -0.002731
dtype: float64, 76694: const     0.025697
vwretd    0.910107
SMB       0.003540
HML       0.005234
dtype: float64, 76695: const     0.010069
vwretd    0.642920
SMB       0.003973
HML       0.003803
dtype: float64, 76696: const    -0.007278
vwretd    0.953529
SMB       0.018592
HML       0.007043
dtype: float64, 76697: const     0.006179
vwretd    0.829559
SMB       0.004462
HML       0.002825
dtype: float64, 76698: const    -0.017649
vwretd    2.603525
SMB       0.006705
HML      -0.024357
dtype: float64, 76699: const     0.027179
vwretd   -0.174914
SMB       0.012246
HML      -0.015408
dtype: float64, 76700: const    -0.005506
vwretd    0.812452
SMB       0.016759
HML      -0.025963
dtype: float64, 76701: const    -0.010765
vwretd    0.869235
SMB       0.014446
HML       0.003508
dtype: float64, 76702: const     0.001647
vwretd    1.148896
SMB       0.001776
HML       0.003983
dtype: float64, 76703: const    -0.030939
vwretd    1.204182
SMB       0.012460
HML       0.005570
dtype: float64, 76704: const     0.006830
vwretd    2.166531
SMB       0.025302
HML       0.002835
dtype: float64, 76705: const    -0.023349
vwretd    1.069863
SMB       0.008155
HML       0.000898
dtype: float64, 76706: const     0.024365
vwretd    1.801935
SMB       0.034273
HML      -0.013098
dtype: float64, 76707: const    -0.027572
vwretd    0.950981
SMB       0.012954
HML      -0.013926
dtype: float64, 76708: const     0.006937
vwretd    0.860263
SMB      -0.001051
HML       0.004310
dtype: float64, 76709: const     0.015097
vwretd    0.738279
SMB       0.008668
HML      -0.003296
dtype: float64, 76710: const     0.008885
vwretd    1.022675
SMB       0.004971
HML      -0.006361
dtype: float64, 76711: const    -0.003553
vwretd    1.098416
SMB       0.005704
HML       0.003444
dtype: float64, 76712: const     0.001871
vwretd    1.412667
SMB       0.004279
HML       0.002772
dtype: float64, 76713: const    -0.013770
vwretd    0.510464
SMB       0.003969
HML      -0.002159
dtype: float64, 76714: const     0.010501
vwretd    0.594168
SMB       0.003520
HML       0.007553
dtype: float64, 76715: const    -0.017228
vwretd   -0.333516
SMB       0.037918
HML      -0.012422
dtype: float64, 76716: const     0.023734
vwretd    1.258108
SMB       0.032641
HML      -0.002123
dtype: float64, 76717: const    -0.000682
vwretd    0.761207
SMB       0.010341
HML       0.008104
dtype: float64, 76718: const    -0.007994
vwretd    1.012351
SMB       0.010445
HML      -0.005164
dtype: float64, 76720: const    -0.003482
vwretd    0.640809
SMB       0.004846
HML      -0.006933
dtype: float64, 76721: const     0.010686
vwretd    0.565122
SMB       0.005335
HML       0.001507
dtype: float64, 76722: const     0.009189
vwretd    0.561051
SMB       0.001247
HML       0.006670
dtype: float64, 76723: const    -0.038545
vwretd    1.831166
SMB       0.028377
HML       0.022913
dtype: float64, 76724: const     0.036821
vwretd    0.279391
SMB       0.017842
HML       0.003047
dtype: float64, 76725: const    -0.128306
vwretd   -1.086346
SMB       0.002412
HML       0.012309
dtype: float64, 76727: const    -0.020268
vwretd    0.363949
SMB       0.025846
HML      -0.007192
dtype: float64, 76728: const     0.015416
vwretd    0.757185
SMB       0.009015
HML       0.013082
dtype: float64, 76729: const     0.018980
vwretd    1.410237
SMB       0.006315
HML       0.012266
dtype: float64, 76730: const     0.002708
vwretd    1.680930
SMB       0.001875
HML       0.010847
dtype: float64, 76731: const     0.087821
vwretd   -1.395279
SMB       0.019954
HML      -0.014248
dtype: float64, 76732: const     0.002873
vwretd    1.303717
SMB       0.007893
HML       0.009054
dtype: float64, 76733: const     0.005348
vwretd    0.651163
SMB       0.006959
HML       0.009061
dtype: float64, 76734: const     0.014464
vwretd    0.816958
SMB       0.004548
HML      -0.004196
dtype: float64, 76735: const     0.035657
vwretd    0.628200
SMB      -0.002925
HML      -0.002554
dtype: float64, 76736: const     0.013003
vwretd    1.005671
SMB       0.020986
HML      -0.008790
dtype: float64, 76737: const    -0.005681
vwretd    0.356445
SMB       0.003053
HML      -0.004151
dtype: float64, 76738: const    -0.040518
vwretd    0.900443
SMB       0.023605
HML       0.016551
dtype: float64, 76739: const    -0.014826
vwretd    0.671518
SMB       0.018926
HML      -0.011545
dtype: float64, 76740: const     0.002008
vwretd    1.131535
SMB       0.025735
HML      -0.005179
dtype: float64, 76741: const    -0.030979
vwretd    0.435096
SMB       0.004496
HML      -0.015074
dtype: float64, 76742: const     0.036707
vwretd   -0.590389
SMB       0.015496
HML      -0.022972
dtype: float64, 76743: const    -0.006566
vwretd    0.866160
SMB       0.006601
HML      -0.002239
dtype: float64, 76744: const     0.016043
vwretd    0.823729
SMB       0.010081
HML      -0.009888
dtype: float64, 76745: const    -0.005454
vwretd    0.565376
SMB      -0.000090
HML       0.009567
dtype: float64, 76746: const    -0.008265
vwretd    1.356477
SMB       0.005171
HML       0.001558
dtype: float64, 76747: const     0.012529
vwretd    0.580388
SMB       0.022457
HML       0.008929
dtype: float64, 76748: const     0.019531
vwretd   -0.545432
SMB       0.004742
HML      -0.003046
dtype: float64, 76749: const     0.017702
vwretd    0.903922
SMB       0.010941
HML      -0.009666
dtype: float64, 76750: const     0.005834
vwretd    0.454117
SMB       0.008313
HML       0.004155
dtype: float64, 76751: const    -0.031937
vwretd    0.743903
SMB      -0.012963
HML      -0.001870
dtype: float64, 76752: const     0.003461
vwretd    0.999260
SMB       0.005311
HML      -0.000674
dtype: float64, 76753: const     0.000175
vwretd    3.228080
SMB       0.010494
HML      -0.013219
dtype: float64, 76754: const     0.027139
vwretd    1.277172
SMB       0.003462
HML      -0.017008
dtype: float64, 76755: const     0.006582
vwretd    1.206116
SMB       0.006724
HML       0.004754
dtype: float64, 76756: const     0.011446
vwretd    0.693685
SMB      -0.000300
HML       0.001872
dtype: float64, 76757: const    -0.011184
vwretd    1.620936
SMB       0.009518
HML       0.024440
dtype: float64, 76758: const    -0.037008
vwretd    1.644294
SMB       0.008324
HML       0.010938
dtype: float64, 76759: const     0.011071
vwretd    0.039623
SMB       0.003315
HML      -0.024051
dtype: float64, 76760: const     0.004629
vwretd    0.881800
SMB      -0.000097
HML      -0.001086
dtype: float64, 76761: const    -0.001752
vwretd    0.352391
SMB       0.002596
HML       0.000294
dtype: float64, 76762: const    -0.002556
vwretd    0.454133
SMB       0.010591
HML       0.004314
dtype: float64, 76763: const     0.003134
vwretd    1.285394
SMB       0.003795
HML       0.005532
dtype: float64, 76764: const    -0.008433
vwretd    1.176664
SMB       0.000377
HML       0.011175
dtype: float64, 76765: const     0.000905
vwretd    0.684782
SMB       0.002834
HML       0.007134
dtype: float64, 76766: const     0.040964
vwretd    1.214414
SMB      -0.006730
HML      -0.007657
dtype: float64, 76767: const     0.008243
vwretd    0.329885
SMB       0.003173
HML       0.008166
dtype: float64, 76768: const    -0.007957
vwretd    1.164486
SMB       0.007797
HML       0.008943
dtype: float64, 76769: const     0.001402
vwretd    1.657986
SMB       0.010220
HML       0.010324
dtype: float64, 76770: const     0.020334
vwretd    0.116260
SMB       0.006157
HML      -0.005276
dtype: float64, 76771: const    -0.011932
vwretd    0.943988
SMB       0.018903
HML       0.000098
dtype: float64, 76772: const    -0.003923
vwretd    1.441259
SMB       0.001512
HML       0.007498
dtype: float64, 76773: const    -0.037290
vwretd    2.933879
SMB       0.009925
HML      -0.002704
dtype: float64, 76774: const    -0.003295
vwretd    0.639362
SMB       0.010701
HML       0.006225
dtype: float64, 76775: const     0.006189
vwretd    1.031133
SMB       0.012354
HML       0.010223
dtype: float64, 76776: const     0.030116
vwretd   -0.047088
SMB       0.007087
HML      -0.011967
dtype: float64, 76777: const     0.022665
vwretd    1.252140
SMB       0.021132
HML      -0.002113
dtype: float64, 76778: const    -0.026230
vwretd    0.379598
SMB      -0.001647
HML      -0.047573
dtype: float64, 76779: const     0.022387
vwretd    1.046417
SMB       0.004346
HML       0.004252
dtype: float64, 76780: const    -0.000028
vwretd    1.055179
SMB       0.002138
HML      -0.005088
dtype: float64, 76781: const     0.022875
vwretd    0.324005
SMB       0.007194
HML      -0.007718
dtype: float64, 76782: const    -0.015479
vwretd    1.143072
SMB       0.007711
HML      -0.001734
dtype: float64, 76783: const     0.009062
vwretd    1.131298
SMB       0.003070
HML       0.002911
dtype: float64, 76784: const     0.046063
vwretd    1.015816
SMB       0.002177
HML      -0.018536
dtype: float64, 76785: const    -0.002917
vwretd    0.123628
SMB       0.002072
HML      -0.006183
dtype: float64, 76787: const    -0.025324
vwretd    1.549590
SMB       0.007093
HML       0.005873
dtype: float64, 76788: const     0.007055
vwretd    1.214524
SMB       0.006258
HML       0.007113
dtype: float64, 76789: const     0.002835
vwretd    0.860076
SMB       0.001172
HML       0.008698
dtype: float64, 76790: const    -0.047252
vwretd    1.435956
SMB       0.015522
HML       0.008895
dtype: float64, 76791: const     0.040619
vwretd    0.657762
SMB       0.011454
HML      -0.013046
dtype: float64, 76792: const     0.013792
vwretd    0.571246
SMB       0.006661
HML      -0.008441
dtype: float64, 76793: const     0.015560
vwretd    0.196435
SMB       0.012232
HML      -0.001225
dtype: float64, 76794: const     0.068617
vwretd    2.068666
SMB      -0.007243
HML       0.026321
dtype: float64, 76795: const     0.007420
vwretd    1.109022
SMB       0.006102
HML      -0.002325
dtype: float64, 76796: const    -0.014445
vwretd    1.016524
SMB       0.007308
HML       0.012445
dtype: float64, 76797: const    -0.005369
vwretd    1.215736
SMB       0.013963
HML       0.008623
dtype: float64, 76798: const     0.001236
vwretd    0.862481
SMB       0.007863
HML       0.011469
dtype: float64, 76799: const     0.005924
vwretd    0.826475
SMB      -0.002366
HML      -0.017643
dtype: float64, 76801: const    -0.025497
vwretd    1.431308
SMB       0.001331
HML       0.005035
dtype: float64, 76802: const    -0.027252
vwretd    1.933488
SMB       0.005309
HML       0.017109
dtype: float64, 76803: const    -0.035424
vwretd    0.802549
SMB       0.011112
HML       0.010906
dtype: float64, 76804: const    -0.005721
vwretd    1.820186
SMB       0.003569
HML       0.015162
dtype: float64, 76805: const     0.013472
vwretd    0.611730
SMB       0.007462
HML       0.006988
dtype: float64, 76806: const     0.006646
vwretd    0.436920
SMB      -0.006458
HML      -0.004160
dtype: float64, 76807: const     0.001418
vwretd    1.032895
SMB       0.006516
HML       0.002444
dtype: float64, 76808: const     0.043689
vwretd    1.222376
SMB      -0.009781
HML      -0.019268
dtype: float64, 76809: const    -0.014792
vwretd    0.964549
SMB       0.023341
HML       0.013395
dtype: float64, 76815: const     0.020505
vwretd    0.233259
SMB      -0.003857
HML      -0.005475
dtype: float64, 76816: const     0.003779
vwretd    0.127407
SMB       0.000229
HML       0.001250
dtype: float64, 76818: const     0.005505
vwretd    0.054483
SMB      -0.000730
HML       0.000353
dtype: float64, 76819: const     0.002323
vwretd    0.248827
SMB      -0.000611
HML       0.002221
dtype: float64, 76820: const     0.003939
vwretd    0.107873
SMB      -0.000270
HML       0.000643
dtype: float64, 76821: const     0.013820
vwretd    0.367653
SMB       0.003037
HML       0.005267
dtype: float64, 76822: const     0.013973
vwretd    0.247548
SMB       0.001652
HML       0.003386
dtype: float64, 76823: const     0.021649
vwretd    0.130907
SMB       0.003003
HML      -0.004446
dtype: float64, 76824: const     0.011047
vwretd    0.249977
SMB       0.003292
HML       0.003476
dtype: float64, 76825: const     0.010909
vwretd    0.311518
SMB      -0.002227
HML      -0.000572
dtype: float64, 76826: const     0.017348
vwretd    0.093361
SMB       0.000477
HML       0.000190
dtype: float64, 76827: const     0.017918
vwretd    0.324522
SMB      -0.000513
HML      -0.000186
dtype: float64, 76828: const    -0.145213
vwretd    3.894223
SMB       0.022510
HML      -0.005944
dtype: float64, 76829: const    -0.000684
vwretd    2.688081
SMB       0.010580
HML       0.011241
dtype: float64, 76830: const     0.012105
vwretd    0.366456
SMB       0.002261
HML       0.004405
dtype: float64, 76831: const    -0.014104
vwretd    1.679130
SMB       0.010093
HML       0.027246
dtype: float64, 76832: const     0.001954
vwretd    0.227173
SMB      -0.002924
HML      -0.008648
dtype: float64, 76833: const     0.016086
vwretd    0.152422
SMB      -0.000510
HML       0.004860
dtype: float64, 76834: const     0.013841
vwretd    0.492630
SMB       0.002401
HML       0.004492
dtype: float64, 76835: const     0.033399
vwretd    3.250435
SMB       0.016633
HML       0.011673
dtype: float64, 76836: const    -0.016205
vwretd    0.783910
SMB       0.018948
HML       0.004367
dtype: float64, 76837: const     0.006464
vwretd    0.396452
SMB       0.005132
HML       0.000563
dtype: float64, 76838: const     0.004367
vwretd    0.470463
SMB       0.004353
HML       0.003375
dtype: float64, 76839: const     0.015343
vwretd    0.541910
SMB       0.006317
HML       0.004234
dtype: float64, 76840: const    -0.010807
vwretd    0.512473
SMB       0.005348
HML       0.005568
dtype: float64, 76841: const     0.018752
vwretd    0.880114
SMB       0.007384
HML      -0.009784
dtype: float64, 76842: const    -0.013464
vwretd    1.075180
SMB       0.012714
HML      -0.006050
dtype: float64, 76843: const     0.005023
vwretd    0.289592
SMB       0.007855
HML       0.003956
dtype: float64, 76844: const    -0.015548
vwretd    0.654585
SMB       0.005345
HML      -0.002048
dtype: float64, 76845: const     0.019117
vwretd    1.025706
SMB       0.003145
HML      -0.008688
dtype: float64, 76846: const     0.001237
vwretd    1.058997
SMB       0.005546
HML      -0.009899
dtype: float64, 76847: const    -0.005662
vwretd    1.467108
SMB       0.010035
HML       0.016351
dtype: float64, 76848: const    -0.038242
vwretd    2.133365
SMB       0.031692
HML       0.008826
dtype: float64, 76849: const     0.005702
vwretd    1.230483
SMB       0.021382
HML      -0.011839
dtype: float64, 76850: const    -0.050065
vwretd    0.917420
SMB      -0.016652
HML       0.006759
dtype: float64, 76851: const     0.016617
vwretd    0.512269
SMB       0.004066
HML      -0.000793
dtype: float64, 76852: const    -0.024972
vwretd    1.306373
SMB      -0.023436
HML      -0.021208
dtype: float64, 76854: const     0.047639
vwretd    1.153962
SMB       0.037863
HML      -0.009981
dtype: float64, 76855: const    -0.058178
vwretd    0.657601
SMB       0.018996
HML       0.027834
dtype: float64, 76856: const     0.010699
vwretd    0.573955
SMB       0.007204
HML       0.003698
dtype: float64, 76857: const    -0.035975
vwretd    0.486658
SMB       0.004570
HML       0.002397
dtype: float64, 76858: const     0.015992
vwretd    0.853673
SMB       0.005205
HML      -0.007246
dtype: float64, 76859: const     0.000409
vwretd    0.119136
SMB       0.014334
HML      -0.004046
dtype: float64, 76860: const     0.001725
vwretd    1.218684
SMB       0.015989
HML       0.010081
dtype: float64, 76861: const     0.092735
vwretd   -5.224222
SMB       0.022076
HML      -0.059473
dtype: float64, 76862: const     0.030870
vwretd   -2.732593
SMB       0.014254
HML      -0.009700
dtype: float64, 76863: const     0.009270
vwretd    0.630152
SMB       0.005893
HML      -0.004934
dtype: float64, 76864: const    -0.084510
vwretd    0.309634
SMB      -0.024506
HML       0.003710
dtype: float64, 76865: const    -0.037394
vwretd    1.712196
SMB       0.031321
HML       0.021432
dtype: float64, 76866: const     0.056255
vwretd    1.184169
SMB       0.023461
HML      -0.053786
dtype: float64, 76867: const    -0.015920
vwretd    0.017320
SMB       0.059312
HML       0.020530
dtype: float64, 76868: const     0.017693
vwretd    0.799165
SMB       0.005627
HML       0.001594
dtype: float64, 76869: const    -0.005996
vwretd    0.425700
SMB       0.018385
HML       0.004520
dtype: float64, 76870: const    -0.032619
vwretd    0.755285
SMB       0.013137
HML       0.048717
dtype: float64, 76871: const    -0.041618
vwretd    1.918470
SMB      -0.007367
HML       0.011118
dtype: float64, 76872: const    -0.027525
vwretd   -0.574745
SMB       0.033742
HML       0.020630
dtype: float64, 76873: const     0.034436
vwretd    0.376421
SMB       0.010654
HML      -0.027653
dtype: float64, 76874: const      0.236955
vwretd    23.189015
SMB       -0.323532
HML       -0.192227
dtype: float64, 76875: const     0.003417
vwretd    0.770612
SMB       0.012480
HML       0.007005
dtype: float64, 76876: const    -0.048077
vwretd    0.759312
SMB       0.003264
HML       0.014135
dtype: float64, 76877: const     0.016480
vwretd    0.132796
SMB       0.001196
HML       0.003265
dtype: float64, 76878: const     0.110925
vwretd   -6.700403
SMB       0.013397
HML      -0.041833
dtype: float64, 76879: const     0.011416
vwretd    0.943993
SMB       0.038651
HML      -0.018782
dtype: float64, 76880: const    -0.013035
vwretd    1.432654
SMB       0.024683
HML       0.001550
dtype: float64, 76881: const    -0.111776
vwretd    0.440697
SMB      -0.033107
HML      -0.010352
dtype: float64, 76882: const    -0.031762
vwretd    1.765023
SMB       0.009214
HML      -0.002127
dtype: float64, 76883: const    -0.013501
vwretd    1.444646
SMB       0.012791
HML       0.017473
dtype: float64, 76884: const     0.011927
vwretd   -1.359325
SMB       0.034128
HML       0.015248
dtype: float64, 76885: const     0.019508
vwretd    0.116337
SMB       0.020301
HML       0.003758
dtype: float64, 76886: const    -0.034786
vwretd    7.466190
SMB       0.056689
HML       0.039448
dtype: float64, 76887: const    -0.003723
vwretd    1.375876
SMB       0.001322
HML       0.012273
dtype: float64, 76888: const    -0.008337
vwretd    1.549747
SMB       0.014060
HML       0.011356
dtype: float64, 76889: const     0.005033
vwretd    1.270266
SMB       0.010087
HML       0.005813
dtype: float64, 76890: const    -0.009954
vwretd    1.607623
SMB       0.024769
HML       0.034364
dtype: float64, 76891: const    -0.042203
vwretd    0.573317
SMB       0.028357
HML      -0.014913
dtype: float64, 76892: const     0.003788
vwretd    0.853223
SMB       0.001638
HML       0.007619
dtype: float64, 76893: const    -0.038286
vwretd    1.797925
SMB       0.023599
HML       0.008056
dtype: float64, 76894: const    -0.022258
vwretd    1.314938
SMB       0.005403
HML       0.026371
dtype: float64, 76895: const    -0.114456
vwretd    1.953750
SMB       0.040726
HML       0.017991
dtype: float64, 76896: const    -0.078304
vwretd    0.375465
SMB       0.030354
HML       0.024084
dtype: float64, 76897: const     0.007103
vwretd    1.506894
SMB       0.009988
HML       0.028181
dtype: float64, 76898: const     0.072019
vwretd   -4.458834
SMB       0.018563
HML      -0.048343
dtype: float64, 76899: const     0.064339
vwretd    0.115739
SMB       0.011392
HML      -0.010285
dtype: float64, 76900: const     0.010281
vwretd    0.867165
SMB       0.008292
HML       0.003450
dtype: float64, 76901: const    -0.093723
vwretd    0.588806
SMB       0.056716
HML       0.034810
dtype: float64, 76902: const    -0.024916
vwretd    0.466917
SMB       0.009884
HML       0.004282
dtype: float64, 76903: const    -0.021005
vwretd    0.413750
SMB       0.006030
HML      -0.003166
dtype: float64, 76904: const     0.005504
vwretd    1.337134
SMB      -0.003299
HML       0.007684
dtype: float64, 76905: const     0.008023
vwretd   -0.229860
SMB       0.001649
HML       0.005411
dtype: float64, 76906: const    -0.033286
vwretd    0.686644
SMB       0.012298
HML       0.016597
dtype: float64, 76907: const    -0.019119
vwretd    2.218744
SMB       0.004219
HML       0.029636
dtype: float64, 76908: const     0.005953
vwretd    1.260716
SMB       0.035286
HML       0.006237
dtype: float64, 76909: const    -0.039021
vwretd    2.110174
SMB       0.003924
HML       0.022140
dtype: float64, 76910: const    -0.010377
vwretd    1.618084
SMB       0.018661
HML      -0.004567
dtype: float64, 76911: const    -0.015421
vwretd    0.218175
SMB       0.002346
HML      -0.000543
dtype: float64, 76912: const    -0.023789
vwretd    1.155608
SMB       0.018453
HML      -0.002271
dtype: float64, 76913: const     0.041616
vwretd    0.699990
SMB      -0.004536
HML      -0.000729
dtype: float64, 76914: const    -0.044351
vwretd    0.896481
SMB       0.020821
HML       0.037665
dtype: float64, 76915: const    -0.041438
vwretd    0.608479
SMB       0.015251
HML       0.011010
dtype: float64, 76916: const    -0.016179
vwretd    2.233302
SMB       0.026793
HML       0.016860
dtype: float64, 76917: const    -0.051455
vwretd    4.638883
SMB       0.020827
HML       0.028174
dtype: float64, 76919: const    -0.009091
vwretd    4.391494
SMB      -0.018806
HML       0.006803
dtype: float64, 76920: const    -0.038543
vwretd    0.646093
SMB       0.026416
HML       0.022194
dtype: float64, 76921: const     0.037104
vwretd   -0.292885
SMB      -0.071293
HML      -0.015834
dtype: float64, 76922: const     0.002399
vwretd   -3.249592
SMB      -0.024045
HML      -0.023927
dtype: float64, 76923: const    -0.032786
vwretd   -0.503675
SMB       0.024008
HML       0.003933
dtype: float64, 76924: const     0.041051
vwretd   -0.267564
SMB       0.016608
HML      -0.004435
dtype: float64, 76925: const    -0.428821
vwretd   -5.406092
SMB      -0.007109
HML       0.089779
dtype: float64, 76926: const    -0.205093
vwretd    3.755244
SMB      -0.056767
HML      -0.019250
dtype: float64, 76927: const     0.010054
vwretd    0.447281
SMB       0.014527
HML       0.006658
dtype: float64, 76928: const    -0.022069
vwretd   -0.145162
SMB       0.007481
HML      -0.006629
dtype: float64, 76930: const     0.005852
vwretd    0.843129
SMB       0.003705
HML      -0.001345
dtype: float64, 76931: const     0.029494
vwretd    1.104583
SMB       0.007637
HML      -0.004924
dtype: float64, 76932: const     0.006120
vwretd    0.584175
SMB      -0.000600
HML       0.004215
dtype: float64, 76933: const     0.209870
vwretd   -2.294570
SMB       0.045649
HML      -0.025059
dtype: float64, 76934: const     0.010952
vwretd    1.623688
SMB      -0.000338
HML      -0.000308
dtype: float64, 76935: const    -0.051822
vwretd   -2.435111
SMB       0.005510
HML       0.020158
dtype: float64, 76936: const    -0.017636
vwretd    0.907171
SMB       0.002992
HML      -0.011370
dtype: float64, 76937: const     0.016329
vwretd    0.125214
SMB       0.014333
HML      -0.004942
dtype: float64, 76938: const     0.029868
vwretd    0.043803
SMB       0.017586
HML      -0.022801
dtype: float64, 76939: const    -0.053025
vwretd    1.783629
SMB       0.019886
HML       0.020345
dtype: float64, 76940: const     0.008805
vwretd    1.386346
SMB       0.026143
HML       0.014112
dtype: float64, 76941: const     0.063690
vwretd    0.412811
SMB       0.018635
HML      -0.000945
dtype: float64, 76942: const    -0.058969
vwretd   -1.495182
SMB       0.043407
HML      -0.004091
dtype: float64, 76943: const     0.001685
vwretd    1.143039
SMB       0.008042
HML       0.012185
dtype: float64, 76944: const    -0.006060
vwretd   -1.892357
SMB       0.007858
HML       0.002722
dtype: float64, 76945: const     0.018523
vwretd    0.701264
SMB       0.002060
HML      -0.002105
dtype: float64, 76946: const     0.012273
vwretd    0.974928
SMB       0.002890
HML      -0.000457
dtype: float64, 76947: const    -0.019159
vwretd    1.064209
SMB       0.017925
HML       0.008325
dtype: float64, 76948: const     0.010778
vwretd    1.297816
SMB       0.005730
HML      -0.008039
dtype: float64, 76949: const    -0.122389
vwretd    0.194095
SMB       0.041447
HML       0.079067
dtype: float64, 76950: const    -0.119483
vwretd    0.677568
SMB       0.027803
HML      -0.016979
dtype: float64, 76951: const     0.010144
vwretd    0.981929
SMB       0.003058
HML       0.014191
dtype: float64, 76952: const     0.016748
vwretd   -1.437660
SMB       0.006592
HML       0.003731
dtype: float64, 76953: const     -0.149652
vwretd   -11.803661
SMB       -0.033636
HML        0.044410
dtype: float64, 76954: const    -0.065093
vwretd    0.376473
SMB       0.028243
HML       0.024036
dtype: float64, 76955: const    -0.049517
vwretd    1.745550
SMB       0.006869
HML       0.008277
dtype: float64, 76957: const    -0.074148
vwretd   -0.251237
SMB       0.030882
HML       0.004486
dtype: float64, 76958: const     0.028095
vwretd    0.930367
SMB       0.008771
HML      -0.021978
dtype: float64, 76959: const     0.010036
vwretd    0.680972
SMB       0.006489
HML       0.006969
dtype: float64, 76960: const    -0.006697
vwretd    1.058510
SMB      -0.000847
HML       0.006737
dtype: float64, 76961: const     0.011086
vwretd    0.971262
SMB       0.005906
HML       0.005254
dtype: float64, 76962: const     0.005071
vwretd    0.537439
SMB       0.011438
HML       0.000455
dtype: float64, 76963: const     0.020961
vwretd    2.093335
SMB       0.001602
HML      -0.016283
dtype: float64, 76964: const     0.004684
vwretd   -0.750674
SMB       0.016614
HML      -0.018292
dtype: float64, 76965: const     0.041689
vwretd    0.076374
SMB      -0.022548
HML       0.004770
dtype: float64, 76966: const    -0.012100
vwretd    0.651950
SMB       0.006821
HML       0.000422
dtype: float64, 76967: const    -0.031630
vwretd    2.096919
SMB       0.005798
HML       0.003098
dtype: float64, 76968: const    -0.030288
vwretd    2.083029
SMB      -0.004731
HML      -0.033547
dtype: float64, 76969: const    -0.009222
vwretd    0.709004
SMB       0.010032
HML       0.004720
dtype: float64, 76970: const    -0.007402
vwretd    1.303358
SMB      -0.012874
HML       0.013686
dtype: float64, 76971: const    -0.073051
vwretd    0.506878
SMB       0.034466
HML       0.000810
dtype: float64, 76972: const    -0.042108
vwretd    1.458921
SMB       0.017623
HML       0.016816
dtype: float64, 76973: const     0.037108
vwretd   -0.807781
SMB       0.000511
HML       0.009849
dtype: float64, 76974: const     0.048986
vwretd    0.540336
SMB      -0.000184
HML      -0.001905
dtype: float64, 76975: const     0.003482
vwretd    1.274340
SMB       0.006115
HML      -0.004663
dtype: float64, 76976: const    -0.038436
vwretd    3.188376
SMB       0.009591
HML       0.030843
dtype: float64, 76977: const    -0.032260
vwretd    2.517308
SMB       0.005517
HML      -0.003750
dtype: float64, 76978: const     0.000484
vwretd    1.981965
SMB       0.011455
HML       0.013466
dtype: float64, 76979: const     0.023000
vwretd    1.954548
SMB       0.009257
HML      -0.013595
dtype: float64, 76980: const     0.007281
vwretd    0.601846
SMB       0.003036
HML       0.000514
dtype: float64, 76981: const    -0.030281
vwretd    2.417728
SMB       0.045736
HML       0.007679
dtype: float64, 76982: const     0.037198
vwretd    0.381750
SMB      -0.000159
HML       0.009267
dtype: float64, 76983: const    -0.103855
vwretd    1.631619
SMB      -0.011471
HML      -0.011726
dtype: float64, 76984: const    -0.164668
vwretd    1.725692
SMB       0.027456
HML       0.023847
dtype: float64, 76985: const     0.012218
vwretd   -0.357768
SMB       0.012540
HML       0.004498
dtype: float64, 76986: const    -0.042461
vwretd    1.264645
SMB       0.009659
HML      -0.000888
dtype: float64, 76987: const    -0.096041
vwretd    2.249219
SMB      -0.042403
HML      -0.026535
dtype: float64, 76988: const    -0.010666
vwretd    0.262859
SMB       0.010865
HML       0.000404
dtype: float64, 76989: const     0.003531
vwretd    0.374636
SMB       0.010671
HML       0.001949
dtype: float64, 76990: const     0.020364
vwretd    0.699563
SMB       0.016785
HML      -0.002816
dtype: float64, 76991: const     0.006949
vwretd    1.297385
SMB       0.019965
HML      -0.004279
dtype: float64, 76992: const    -0.642034
vwretd   -0.373702
SMB       0.262946
HML      -0.324217
dtype: float64, 76993: const    -0.018522
vwretd    0.540581
SMB       0.030618
HML      -0.000507
dtype: float64, 76994: const    -0.022119
vwretd    1.600326
SMB      -0.022104
HML      -0.016660
dtype: float64, 76995: const    -0.036730
vwretd    0.749534
SMB       0.020261
HML       0.013875
dtype: float64, 76996: const    -0.037893
vwretd   -1.280704
SMB       0.051064
HML       0.038253
dtype: float64, 76998: const    -0.042420
vwretd    1.767379
SMB       0.019673
HML       0.013028
dtype: float64, 76999: const    -0.010775
vwretd    1.450381
SMB       0.012486
HML       0.004049
dtype: float64, 77000: const    -0.005793
vwretd    0.309878
SMB       0.009974
HML       0.006406
dtype: float64, 77001: const    -0.077671
vwretd    1.358115
SMB       0.020055
HML       0.024709
dtype: float64, 77002: const     0.037920
vwretd   -0.466340
SMB       0.023358
HML      -0.010800
dtype: float64, 77003: const     0.295182
vwretd   -3.387910
SMB       0.016828
HML      -0.050277
dtype: float64, 77004: const     0.025300
vwretd    0.329292
SMB       0.014020
HML      -0.005939
dtype: float64, 77005: const     0.615795
vwretd   -0.055293
SMB       0.103320
HML      -0.129116
dtype: float64, 77006: const     0.020238
vwretd    0.967764
SMB       0.000622
HML      -0.001088
dtype: float64, 77007: const     0.000129
vwretd    2.095074
SMB       0.010129
HML       0.003619
dtype: float64, 77008: const     0.008993
vwretd    0.581302
SMB       0.004031
HML       0.022489
dtype: float64, 77009: const     0.017879
vwretd    0.511814
SMB       0.011414
HML       0.001899
dtype: float64, 77010: const     0.005456
vwretd    1.058532
SMB       0.015237
HML       0.002638
dtype: float64, 77011: const     0.008296
vwretd    1.250771
SMB       0.016535
HML      -0.015727
dtype: float64, 77012: const     0.008379
vwretd    0.517573
SMB      -0.001065
HML       0.005356
dtype: float64, 77013: const     0.125168
vwretd   -5.072875
SMB      -0.023963
HML      -0.000670
dtype: float64, 77015: const     0.007605
vwretd    0.759682
SMB       0.002960
HML       0.006593
dtype: float64, 77016: const     0.034078
vwretd    0.275962
SMB       0.004866
HML       0.011956
dtype: float64, 77017: const    -0.010475
vwretd   -0.132936
SMB       0.017796
HML      -0.016646
dtype: float64, 77018: const    -0.002880
vwretd    1.005594
SMB       0.008371
HML       0.015047
dtype: float64, 77019: const     0.033336
vwretd    0.482111
SMB       0.002613
HML       0.007803
dtype: float64, 77020: const    -0.015705
vwretd    0.924579
SMB       0.026324
HML       0.011894
dtype: float64, 77021: const     0.015491
vwretd    0.635547
SMB       0.026002
HML       0.009888
dtype: float64, 77022: const     0.014508
vwretd    0.421127
SMB       0.004585
HML      -0.002761
dtype: float64, 77023: const    -0.014148
vwretd    1.798970
SMB      -0.005994
HML      -0.008697
dtype: float64, 77024: const     0.000336
vwretd    1.119011
SMB       0.011678
HML       0.021866
dtype: float64, 77025: const     0.015583
vwretd    0.813771
SMB       0.015708
HML      -0.002860
dtype: float64, 77026: const    -0.003214
vwretd    1.165530
SMB       0.016103
HML       0.012875
dtype: float64, 77027: const     0.007086
vwretd    0.587862
SMB       0.019476
HML      -0.002799
dtype: float64, 77028: const    -0.017129
vwretd    1.849365
SMB       0.015308
HML       0.011705
dtype: float64, 77029: const     0.009762
vwretd    0.118125
SMB       0.003510
HML       0.000417
dtype: float64, 77030: const     0.016447
vwretd    1.455392
SMB       0.003084
HML      -0.013067
dtype: float64, 77032: const     0.008011
vwretd    0.829288
SMB       0.015564
HML       0.002903
dtype: float64, 77034: const    -0.090861
vwretd    3.046288
SMB       0.031787
HML       0.028552
dtype: float64, 77035: const     0.035757
vwretd   -1.620277
SMB       0.022644
HML      -0.026318
dtype: float64, 77036: const     0.012103
vwretd    0.885437
SMB       0.009344
HML      -0.009198
dtype: float64, 77037: const     0.012775
vwretd    0.545834
SMB       0.006174
HML       0.003531
dtype: float64, 77038: const    -0.017576
vwretd    1.722015
SMB       0.029165
HML       0.003780
dtype: float64, 77039: const    -0.015045
vwretd    3.259171
SMB       0.012867
HML       0.003898
dtype: float64, 77040: const    -0.003852
vwretd    1.431361
SMB       0.012828
HML      -0.005664
dtype: float64, 77041: const     0.005885
vwretd    0.642225
SMB       0.004557
HML       0.001745
dtype: float64, 77042: const    -0.005715
vwretd    1.800811
SMB       0.013487
HML       0.004359
dtype: float64, 77043: const     0.001694
vwretd    1.053073
SMB       0.013988
HML       0.002852
dtype: float64, 77044: const    -0.084470
vwretd    1.579176
SMB       0.047411
HML       0.026483
dtype: float64, 77045: const     0.000586
vwretd    1.262758
SMB       0.007828
HML       0.008462
dtype: float64, 77046: const    -0.028736
vwretd    1.737724
SMB       0.021819
HML       0.013098
dtype: float64, 77047: const     0.013583
vwretd    0.372898
SMB       0.003867
HML      -0.007255
dtype: float64, 77048: const     0.014635
vwretd    0.662475
SMB       0.014194
HML       0.009561
dtype: float64, 77049: const     0.030497
vwretd    3.065338
SMB       0.019175
HML      -0.012640
dtype: float64, 77052: const     0.006851
vwretd    0.898891
SMB       0.013164
HML       0.007727
dtype: float64, 77053: const     0.000073
vwretd    0.683946
SMB       0.004286
HML       0.011816
dtype: float64, 77055: const    -0.020125
vwretd    0.242717
SMB      -0.003425
HML      -0.000102
dtype: float64, 77056: const     0.005718
vwretd    1.050151
SMB       0.005229
HML       0.004803
dtype: float64, 77057: const     0.006752
vwretd    0.443925
SMB       0.005905
HML       0.004312
dtype: float64, 77058: const    -0.006582
vwretd    0.440488
SMB       0.002525
HML       0.001346
dtype: float64, 77059: const    -0.014063
vwretd    1.371828
SMB       0.005238
HML       0.003554
dtype: float64, 77060: const    -0.099470
vwretd   -0.585395
SMB       0.011946
HML       0.017565
dtype: float64, 77061: const     0.000432
vwretd    1.364696
SMB       0.006747
HML       0.008383
dtype: float64, 77062: const     0.008349
vwretd    0.357943
SMB       0.009099
HML      -0.000449
dtype: float64, 77063: const     0.000973
vwretd    1.298797
SMB       0.000122
HML       0.015261
dtype: float64, 77064: const    -0.023918
vwretd    1.611473
SMB       0.017284
HML       0.003771
dtype: float64, 77065: const    -0.016534
vwretd    1.546344
SMB       0.004331
HML       0.002770
dtype: float64, 77066: const    -0.000863
vwretd    1.264710
SMB       0.001862
HML      -0.001777
dtype: float64, 77067: const     0.004206
vwretd    0.101084
SMB       0.000391
HML       0.001490
dtype: float64, 77068: const     0.032043
vwretd   -1.383978
SMB       0.037402
HML      -0.036898
dtype: float64, 77069: const     0.004874
vwretd    0.067882
SMB      -0.000033
HML       0.000463
dtype: float64, 77070: const    -0.006415
vwretd    1.019751
SMB      -0.002602
HML       0.004809
dtype: float64, 77071: const     0.003582
vwretd    0.144734
SMB      -0.000477
HML      -0.000270
dtype: float64, 77072: const    -0.004525
vwretd    0.579182
SMB       0.003083
HML       0.005030
dtype: float64, 77073: const     0.004955
vwretd    0.055740
SMB       0.000109
HML       0.000092
dtype: float64, 77074: const     0.009272
vwretd    0.564001
SMB       0.011357
HML       0.007695
dtype: float64, 77075: const     0.020748
vwretd    0.309740
SMB       0.003558
HML      -0.006621
dtype: float64, 77076: const    -0.065961
vwretd   -0.923185
SMB       0.045558
HML       0.012394
dtype: float64, 77077: const     0.005263
vwretd    0.715862
SMB       0.003403
HML       0.000644
dtype: float64, 77078: const     0.002710
vwretd    0.825286
SMB      -0.000128
HML       0.003725
dtype: float64, 77079: const    -0.075337
vwretd    3.155412
SMB       0.011704
HML       0.013878
dtype: float64, 77080: const    -0.023878
vwretd    1.123973
SMB       0.006616
HML      -0.001700
dtype: float64, 77081: const    -0.008601
vwretd    1.115565
SMB       0.003556
HML       0.011328
dtype: float64, 77082: const     0.001410
vwretd    1.278012
SMB       0.008154
HML      -0.007437
dtype: float64, 77083: const    -0.094432
vwretd   -0.886606
SMB       0.068624
HML       0.035324
dtype: float64, 77084: const    -0.005895
vwretd    0.798716
SMB       0.004292
HML       0.011864
dtype: float64, 77085: const     0.036271
vwretd    1.755209
SMB      -0.014924
HML      -0.036433
dtype: float64, 77086: const    -0.026911
vwretd    0.948312
SMB       0.012166
HML      -0.003579
dtype: float64, 77087: const     0.014481
vwretd    0.830411
SMB       0.008553
HML       0.003143
dtype: float64, 77088: const    -0.008581
vwretd    0.558773
SMB       0.015219
HML       0.010109
dtype: float64, 77089: const    -0.006819
vwretd    2.823469
SMB       0.008661
HML      -0.000640
dtype: float64, 77090: const     0.009290
vwretd    0.521156
SMB       0.007940
HML       0.002975
dtype: float64, 77091: const    -0.053807
vwretd    2.610929
SMB       0.016777
HML       0.003105
dtype: float64, 77092: const    -0.028555
vwretd    1.797212
SMB       0.026513
HML      -0.006225
dtype: float64, 77094: const     0.024964
vwretd    0.535335
SMB       0.017809
HML      -0.019706
dtype: float64, 77095: const    -0.011146
vwretd    1.012637
SMB       0.013260
HML       0.006221
dtype: float64, 77096: const     0.001720
vwretd    1.410099
SMB       0.011213
HML       0.004193
dtype: float64, 77097: const     0.015760
vwretd    0.636058
SMB       0.024618
HML      -0.017306
dtype: float64, 77098: const    -0.010932
vwretd    0.740338
SMB       0.022971
HML       0.012825
dtype: float64, 77099: const     0.001066
vwretd    0.911027
SMB       0.007922
HML       0.007557
dtype: float64, 77100: const     0.046324
vwretd    0.961983
SMB       0.024638
HML      -0.013721
dtype: float64, 77101: const     0.029608
vwretd   -0.266293
SMB       0.016683
HML       0.012474
dtype: float64, 77102: const    -0.031381
vwretd    0.038965
SMB       0.028611
HML       0.004451
dtype: float64, 77103: const     0.036685
vwretd    0.719743
SMB       0.021532
HML      -0.005924
dtype: float64, 77104: const     0.034765
vwretd   -1.574989
SMB      -0.016254
HML      -0.022374
dtype: float64, 77105: const     0.021630
vwretd    0.751211
SMB       0.000746
HML      -0.006808
dtype: float64, 77106: const     0.001145
vwretd    0.740782
SMB       0.007250
HML       0.007167
dtype: float64, 77107: const    -0.045658
vwretd    0.394050
SMB       0.055138
HML       0.002330
dtype: float64, 77108: const     0.018157
vwretd    0.319171
SMB       0.002119
HML      -0.007089
dtype: float64, 77109: const     0.031669
vwretd    1.233210
SMB      -0.021403
HML      -0.042404
dtype: float64, 77110: const     0.017067
vwretd   -0.309154
SMB      -0.008193
HML      -0.002895
dtype: float64, 77111: const     0.012516
vwretd    2.308421
SMB       0.029345
HML      -0.003195
dtype: float64, 77112: const     0.011585
vwretd    1.338119
SMB       0.037230
HML       0.006474
dtype: float64, 77113: const    -0.074557
vwretd    4.451323
SMB       0.008966
HML       0.020100
dtype: float64, 77114: const     0.007435
vwretd    0.916316
SMB       0.008527
HML       0.005774
dtype: float64, 77116: const     0.005781
vwretd    0.070431
SMB      -0.000381
HML       0.000836
dtype: float64, 77117: const    -0.000802
vwretd    1.527385
SMB       0.012409
HML       0.014385
dtype: float64, 77118: const     0.008897
vwretd    1.336715
SMB       0.013804
HML       0.006149
dtype: float64, 77119: const    -0.011622
vwretd    1.666318
SMB       0.011890
HML       0.014767
dtype: float64, 77120: const     0.000684
vwretd    0.797056
SMB       0.000552
HML       0.007328
dtype: float64, 77121: const     0.021323
vwretd    0.579214
SMB       0.006358
HML       0.002749
dtype: float64, 77122: const     0.008589
vwretd    1.224927
SMB       0.009336
HML      -0.014094
dtype: float64, 77123: const    -0.000700
vwretd    1.289027
SMB       0.013507
HML       0.012779
dtype: float64, 77124: const     0.002541
vwretd    0.185389
SMB      -0.000624
HML       0.000645
dtype: float64, 77125: const     0.003943
vwretd    0.128255
SMB       0.000244
HML       0.001340
dtype: float64, 77126: const     0.004997
vwretd    0.072909
SMB       0.000434
HML       0.001353
dtype: float64, 77128: const    -0.002351
vwretd    1.192224
SMB       0.006071
HML      -0.005729
dtype: float64, 77129: const     0.001133
vwretd    0.998668
SMB       0.004342
HML       0.009104
dtype: float64, 77131: const     0.003809
vwretd    0.170027
SMB      -0.000817
HML      -0.000946
dtype: float64, 77132: const     0.002968
vwretd    0.133977
SMB       0.001115
HML       0.002398
dtype: float64, 77133: const     0.005248
vwretd    0.063507
SMB       0.000842
HML       0.001749
dtype: float64, 77134: const     0.003766
vwretd    0.071310
SMB       0.000838
HML       0.002043
dtype: float64, 77135: const     0.003968
vwretd    0.083003
SMB       0.000813
HML       0.002672
dtype: float64, 77136: const     0.004649
vwretd    0.105850
SMB       0.000489
HML       0.001495
dtype: float64, 77140: const    -0.025591
vwretd    0.842874
SMB       0.010381
HML       0.012951
dtype: float64, 77142: const    -0.014302
vwretd    1.774252
SMB       0.004907
HML       0.005434
dtype: float64, 77143: const    -0.003606
vwretd    0.191134
SMB      -0.000818
HML      -0.005514
dtype: float64, 77144: const    -0.029250
vwretd    1.193185
SMB       0.037421
HML       0.006405
dtype: float64, 77145: const     0.004497
vwretd    0.053034
SMB      -0.000042
HML       0.000522
dtype: float64, 77146: const    -0.000274
vwretd   -0.506669
SMB       0.012005
HML       0.004572
dtype: float64, 77147: const     0.003975
vwretd    0.218838
SMB       0.000456
HML       0.002363
dtype: float64, 77148: const    -0.001803
vwretd   -0.205272
SMB       0.023741
HML       0.000762
dtype: float64, 77149: const     0.004338
vwretd    0.162200
SMB      -0.000052
HML       0.000749
dtype: float64, 77150: const     0.015705
vwretd    0.346979
SMB       0.002701
HML       0.003044
dtype: float64, 77151: const     0.025939
vwretd    0.840253
SMB       0.014178
HML      -0.009369
dtype: float64, 77152: const     0.003509
vwretd    0.207814
SMB      -0.000549
HML      -0.000108
dtype: float64, 77153: const     0.005415
vwretd    0.062154
SMB      -0.000103
HML       0.000727
dtype: float64, 77154: const     0.005323
vwretd    0.083497
SMB       0.000122
HML       0.000363
dtype: float64, 77155: const    -0.023932
vwretd    1.129761
SMB       0.004060
HML      -0.002962
dtype: float64, 77156: const    -0.001566
vwretd    1.132790
SMB       0.008776
HML       0.001127
dtype: float64, 77157: const    -0.005685
vwretd    1.715555
SMB       0.003022
HML       0.008315
dtype: float64, 77158: const     0.006966
vwretd    1.731520
SMB       0.012657
HML       0.005939
dtype: float64, 77159: const    -0.016618
vwretd    1.717458
SMB       0.009023
HML      -0.003646
dtype: float64, 77161: const    -0.016973
vwretd    1.367979
SMB       0.007547
HML      -0.000139
dtype: float64, 77162: const    -0.025142
vwretd    1.834100
SMB       0.003687
HML       0.014341
dtype: float64, 77163: const     0.025849
vwretd    0.982228
SMB      -0.001578
HML      -0.011054
dtype: float64, 77164: const     0.135585
vwretd    3.578556
SMB       0.164405
HML       0.243962
dtype: float64, 77165: const     0.007638
vwretd    0.534753
SMB       0.002996
HML       0.003099
dtype: float64, 77166: const     0.000354
vwretd   -0.064159
SMB       0.010938
HML       0.006209
dtype: float64, 77167: const    -0.044944
vwretd    1.924565
SMB       0.013753
HML      -0.001865
dtype: float64, 77168: const     0.014687
vwretd    0.957865
SMB      -0.012214
HML       0.024953
dtype: float64, 77169: const     0.004841
vwretd    1.331098
SMB       0.025656
HML      -0.024414
dtype: float64, 77170: const     0.011430
vwretd   -0.339975
SMB       0.005156
HML      -0.019447
dtype: float64, 77171: const     0.010467
vwretd    1.083748
SMB       0.032788
HML      -0.007593
dtype: float64, 77172: const    -0.055389
vwretd    2.343258
SMB       0.017311
HML       0.023615
dtype: float64, 77173: const     0.006472
vwretd    2.835560
SMB       0.012233
HML      -0.014853
dtype: float64, 77174: const     0.055672
vwretd   -0.748647
SMB      -0.017710
HML      -0.006656
dtype: float64, 77175: const    -0.003372
vwretd    1.416721
SMB       0.024148
HML      -0.006612
dtype: float64, 77176: const    -0.314195
vwretd    2.885277
SMB       0.079042
HML       0.053521
dtype: float64, 77177: const     0.093306
vwretd   -0.368295
SMB       0.013508
HML       0.005204
dtype: float64, 77178: const     0.014250
vwretd    1.329062
SMB       0.002133
HML      -0.004678
dtype: float64, 77179: const     0.014779
vwretd    0.385899
SMB       0.008595
HML      -0.007027
dtype: float64, 77180: const    -0.016581
vwretd    1.404433
SMB       0.010280
HML      -0.009151
dtype: float64, 77181: const    -0.019189
vwretd    0.835554
SMB       0.009243
HML       0.014579
dtype: float64, 77182: const     0.001073
vwretd    0.613517
SMB       0.001907
HML       0.003297
dtype: float64, 77183: const    -0.043581
vwretd    1.623065
SMB       0.022756
HML      -0.004572
dtype: float64, 77184: const    -0.009443
vwretd    1.117450
SMB       0.018284
HML       0.010067
dtype: float64, 77185: const     0.007151
vwretd    1.291977
SMB       0.024711
HML      -0.002758
dtype: float64, 77186: const     0.007222
vwretd    2.026636
SMB       0.010706
HML      -0.006700
dtype: float64, 77187: const    -0.069011
vwretd    0.970434
SMB       0.033079
HML       0.012784
dtype: float64, 77188: const     0.001365
vwretd    1.192397
SMB       0.004119
HML       0.008011
dtype: float64, 77189: const    -0.020387
vwretd    1.714050
SMB       0.002673
HML       0.003663
dtype: float64, 77190: const     0.005010
vwretd    0.652334
SMB       0.000435
HML       0.007205
dtype: float64, 77191: const     0.009331
vwretd    0.897496
SMB       0.009769
HML      -0.000432
dtype: float64, 77192: const    -0.042287
vwretd    3.023270
SMB       0.002533
HML       0.007823
dtype: float64, 77193: const     0.014485
vwretd    0.245547
SMB       0.004350
HML       0.005622
dtype: float64, 77194: const     0.011691
vwretd    0.599044
SMB       0.008366
HML       0.007137
dtype: float64, 77195: const     0.010074
vwretd    0.488245
SMB       0.006421
HML       0.012084
dtype: float64, 77196: const     0.017698
vwretd    0.403945
SMB       0.005371
HML       0.005365
dtype: float64, 77197: const    -0.059051
vwretd    0.787955
SMB      -0.017510
HML      -0.008881
dtype: float64, 77198: const     0.018814
vwretd    1.551548
SMB      -0.014103
HML      -0.011941
dtype: float64, 77199: const     0.021114
vwretd    0.422972
SMB       0.009665
HML       0.005865
dtype: float64, 77200: const    -0.012418
vwretd    1.309987
SMB      -0.001110
HML       0.013851
dtype: float64, 77201: const     0.065631
vwretd   -2.670961
SMB       0.057491
HML      -0.006894
dtype: float64, 77202: const    -0.005471
vwretd    1.342638
SMB       0.005766
HML      -0.005276
dtype: float64, 77203: const    -0.030737
vwretd    2.377381
SMB       0.019154
HML       0.003953
dtype: float64, 77204: const     0.016847
vwretd    0.694668
SMB       0.001744
HML      -0.000335
dtype: float64, 77205: const     0.002919
vwretd    1.720098
SMB       0.015174
HML      -0.009633
dtype: float64, 77206: const    -0.021191
vwretd    1.857092
SMB       0.032695
HML      -0.019806
dtype: float64, 77207: const     0.027997
vwretd    0.543450
SMB       0.021772
HML      -0.000614
dtype: float64, 77208: const     0.008401
vwretd    0.412188
SMB       0.012577
HML       0.000178
dtype: float64, 77209: const    -0.001776
vwretd   -0.216667
SMB       0.030941
HML       0.015498
dtype: float64, 77210: const     0.005573
vwretd    1.570961
SMB       0.004136
HML       0.003710
dtype: float64, 77211: const    -0.198986
vwretd   -0.378166
SMB       0.061284
HML       0.042778
dtype: float64, 77212: const     0.030104
vwretd   -0.721062
SMB       0.016701
HML       0.006844
dtype: float64, 77213: const     0.025435
vwretd    1.736289
SMB      -0.006465
HML      -0.011659
dtype: float64, 77214: const     0.004142
vwretd    0.654909
SMB       0.009990
HML      -0.012960
dtype: float64, 77215: const    -0.102336
vwretd    4.269187
SMB       0.064373
HML       0.041669
dtype: float64, 77216: const     0.043041
vwretd    0.529354
SMB       0.000091
HML      -0.007516
dtype: float64, 77217: const    -0.005640
vwretd    1.728355
SMB       0.014313
HML       0.003468
dtype: float64, 77218: const    -0.017637
vwretd    0.909561
SMB      -0.000832
HML       0.004082
dtype: float64, 77219: const     0.006656
vwretd    0.367523
SMB       0.000679
HML      -0.012490
dtype: float64, 77221: const     0.044202
vwretd   -3.809676
SMB       0.023981
HML       0.037627
dtype: float64, 77222: const     0.003274
vwretd    0.886032
SMB       0.023760
HML       0.002903
dtype: float64, 77223: const     0.012493
vwretd    0.140757
SMB       0.007927
HML      -0.004211
dtype: float64, 77224: const    -0.036207
vwretd    1.058935
SMB       0.004867
HML      -0.005037
dtype: float64, 77225: const     0.036243
vwretd   -1.303648
SMB      -0.002729
HML      -0.003801
dtype: float64, 77226: const     0.025739
vwretd    1.145103
SMB       0.023762
HML       0.022429
dtype: float64, 77227: const     0.008930
vwretd   -2.144865
SMB       0.036686
HML      -0.000248
dtype: float64, 77228: const    -0.006352
vwretd    1.556051
SMB       0.008136
HML      -0.000978
dtype: float64, 77229: const     0.025220
vwretd    0.111934
SMB       0.007850
HML      -0.016100
dtype: float64, 77230: const     0.006482
vwretd    0.422761
SMB      -0.005331
HML      -0.010738
dtype: float64, 77231: const    -0.032008
vwretd    1.043160
SMB      -0.002734
HML       0.002136
dtype: float64, 77233: const     0.001017
vwretd    0.843165
SMB       0.023360
HML      -0.010736
dtype: float64, 77234: const    -0.030981
vwretd    0.976814
SMB       0.055267
HML       0.062521
dtype: float64, 77235: const     0.009888
vwretd    0.915589
SMB       0.019689
HML      -0.007718
dtype: float64, 77236: const     0.006829
vwretd    0.506209
SMB       0.007362
HML       0.011186
dtype: float64, 77237: const     0.002783
vwretd    1.119205
SMB       0.012182
HML       0.003559
dtype: float64, 77238: const    -0.017838
vwretd    1.981651
SMB       0.019266
HML       0.016102
dtype: float64, 77239: const     0.003311
vwretd    0.644532
SMB       0.004719
HML       0.005612
dtype: float64, 77240: const     0.006762
vwretd    1.271882
SMB       0.019916
HML      -0.012310
dtype: float64, 77241: const     0.000032
vwretd    0.386182
SMB       0.003264
HML      -0.003182
dtype: float64, 77242: const     0.014082
vwretd    1.536813
SMB       0.041170
HML       0.038182
dtype: float64, 77245: const    -0.118422
vwretd    1.757275
SMB       0.007091
HML       0.019323
dtype: float64, 77246: const    -0.106512
vwretd   -3.452840
SMB       0.103444
HML       0.043277
dtype: float64, 77247: const     0.012934
vwretd    0.145995
SMB       0.016826
HML      -0.018198
dtype: float64, 77248: const    -0.012758
vwretd    1.083740
SMB      -0.000954
HML       0.002230
dtype: float64, 77249: const     0.047196
vwretd   -0.578695
SMB       0.024430
HML      -0.006088
dtype: float64, 77250: const      0.015189
vwretd   -13.064746
SMB        0.111216
HML        0.012690
dtype: float64, 77252: const    -0.012221
vwretd    0.888392
SMB       0.021251
HML       0.002639
dtype: float64, 77253: const     0.065924
vwretd    6.108412
SMB      -0.041762
HML       0.024836
dtype: float64, 77254: const     0.005309
vwretd    0.157727
SMB       0.001454
HML       0.002493
dtype: float64, 77255: const     0.008528
vwretd    0.601570
SMB       0.003272
HML      -0.001498
dtype: float64, 77256: const     0.004782
vwretd    0.616748
SMB       0.006830
HML       0.011578
dtype: float64, 77257: const     0.011611
vwretd    1.119211
SMB       0.015335
HML      -0.003596
dtype: float64, 77258: const     0.032098
vwretd   -0.411435
SMB      -0.007309
HML       0.003573
dtype: float64, 77259: const     0.019543
vwretd   -0.290490
SMB       0.005792
HML      -0.011482
dtype: float64, 77260: const    -0.149918
vwretd    3.420850
SMB       0.039371
HML       0.026151
dtype: float64, 77261: const     0.005171
vwretd    1.196383
SMB       0.007606
HML      -0.012695
dtype: float64, 77262: const     0.004391
vwretd    1.059954
SMB       0.007548
HML       0.000728
dtype: float64, 77263: const     0.009017
vwretd    2.205734
SMB       0.025756
HML      -0.028015
dtype: float64, 77264: const     0.025846
vwretd    0.767342
SMB       0.016557
HML      -0.006734
dtype: float64, 77265: const    -0.019529
vwretd    1.917989
SMB       0.026141
HML      -0.008153
dtype: float64, 77266: const     0.016112
vwretd    1.055180
SMB       0.012608
HML      -0.005792
dtype: float64, 77267: const    -0.019869
vwretd    0.993674
SMB       0.000730
HML       0.000515
dtype: float64, 77268: const    -0.009415
vwretd    1.621433
SMB       0.007716
HML       0.014610
dtype: float64, 77269: const    -0.002465
vwretd    0.804546
SMB       0.007577
HML       0.002352
dtype: float64, 77270: const     0.035714
vwretd   -0.462610
SMB       0.009700
HML      -0.018925
dtype: float64, 77271: const     0.015615
vwretd    1.365648
SMB       0.010774
HML      -0.010888
dtype: float64, 77272: const    -0.121769
vwretd    1.807993
SMB       0.017829
HML       0.003828
dtype: float64, 77273: const     0.018147
vwretd    0.830797
SMB       0.007401
HML       0.008094
dtype: float64, 77274: const     0.016180
vwretd    0.749245
SMB       0.006631
HML      -0.004831
dtype: float64, 77275: const    -0.011646
vwretd    0.173768
SMB       0.008027
HML       0.001969
dtype: float64, 77276: const    -0.025057
vwretd    1.661783
SMB       0.008550
HML       0.006108
dtype: float64, 77277: const    -0.012443
vwretd    1.764303
SMB       0.003075
HML      -0.004057
dtype: float64, 77278: const    -0.010620
vwretd    1.179199
SMB       0.009455
HML       0.006697
dtype: float64, 77279: const     0.011277
vwretd    0.924277
SMB       0.007433
HML      -0.002104
dtype: float64, 77280: const     0.057439
vwretd   -4.433571
SMB      -0.006128
HML      -0.019065
dtype: float64, 77281: const     0.009380
vwretd    0.981225
SMB       0.002152
HML       0.004345
dtype: float64, 77282: const     0.014506
vwretd    0.866628
SMB       0.011910
HML       0.009152
dtype: float64, 77283: const     0.026597
vwretd    2.189141
SMB      -0.009870
HML      -0.019943
dtype: float64, 77284: const     0.021076
vwretd    1.629166
SMB       0.001104
HML      -0.015696
dtype: float64, 77285: const     0.029302
vwretd   -0.299591
SMB      -0.000425
HML      -0.011014
dtype: float64, 77286: const     0.010459
vwretd    0.326633
SMB       0.010659
HML       0.002055
dtype: float64, 77287: const     0.106673
vwretd   -3.000378
SMB      -0.005829
HML      -0.037586
dtype: float64, 77288: const    -0.000944
vwretd   -0.549520
SMB      -0.034715
HML       0.010797
dtype: float64, 77289: const     0.010703
vwretd    1.066371
SMB       0.014240
HML      -0.011026
dtype: float64, 77291: const     0.009648
vwretd    1.215001
SMB       0.036523
HML       0.007764
dtype: float64, 77292: const     0.015524
vwretd    0.636771
SMB       0.024015
HML      -0.013584
dtype: float64, 77293: const    -0.000882
vwretd    0.916027
SMB       0.015111
HML       0.001322
dtype: float64, 77294: const     0.009750
vwretd    1.276053
SMB       0.018590
HML      -0.008655
dtype: float64, 77295: const    -0.001091
vwretd    0.757483
SMB       0.006216
HML       0.005963
dtype: float64, 77296: const     0.014660
vwretd   -0.423221
SMB       0.004929
HML      -0.006514
dtype: float64, 77297: const    -0.023088
vwretd    2.185406
SMB       0.014906
HML       0.012098
dtype: float64, 77298: const    -0.045882
vwretd    0.170072
SMB       0.023029
HML       0.009729
dtype: float64, 77299: const    -0.116916
vwretd    1.305186
SMB       0.044513
HML       0.032593
dtype: float64, 77300: const     0.002516
vwretd    0.946195
SMB      -0.000911
HML       0.001242
dtype: float64, 77301: const    -0.004753
vwretd    0.546092
SMB      -0.000379
HML       0.000358
dtype: float64, 77302: const     0.003471
vwretd    0.373909
SMB       0.000457
HML       0.001954
dtype: float64, 77303: const    -0.043452
vwretd    2.056460
SMB       0.024787
HML      -0.002100
dtype: float64, 77304: const     0.030523
vwretd    2.084864
SMB      -0.026748
HML       0.003143
dtype: float64, 77306: const     0.004006
vwretd    0.837550
SMB      -0.005008
HML      -0.000129
dtype: float64, 77307: const    -0.021161
vwretd    1.508960
SMB       0.021315
HML       0.024541
dtype: float64, 77308: const     0.010522
vwretd    3.342977
SMB      -0.022287
HML       0.010278
dtype: float64, 77309: const     0.003876
vwretd    0.414980
SMB      -0.000117
HML       0.000349
dtype: float64, 77310: const    -0.010621
vwretd    1.295184
SMB      -0.000230
HML       0.011307
dtype: float64, 77311: const    -0.007578
vwretd    1.132787
SMB       0.002595
HML      -0.003417
dtype: float64, 77312: const    -0.043850
vwretd    1.728484
SMB       0.024489
HML       0.026224
dtype: float64, 77313: const     0.004068
vwretd    0.066140
SMB      -0.000341
HML       0.000847
dtype: float64, 77314: const     0.000511
vwretd    0.298860
SMB      -0.001193
HML       0.003012
dtype: float64, 77315: const     0.006073
vwretd    0.024405
SMB       0.000614
HML       0.000171
dtype: float64, 77316: const     0.003644
vwretd    0.161996
SMB      -0.000580
HML      -0.000112
dtype: float64, 77317: const    -0.010486
vwretd   -0.664078
SMB       0.019235
HML      -0.019493
dtype: float64, 77318: const    -0.002396
vwretd    1.441020
SMB       0.006594
HML       0.004443
dtype: float64, 77319: const    -0.072685
vwretd    2.149390
SMB      -0.024571
HML      -0.001688
dtype: float64, 77320: const     0.010617
vwretd    0.477787
SMB       0.002205
HML      -0.015243
dtype: float64, 77321: const    -0.033806
vwretd    0.924070
SMB       0.006685
HML       0.012314
dtype: float64, 77322: const     0.020073
vwretd    0.528517
SMB       0.005830
HML      -0.010894
dtype: float64, 77323: const    -0.049625
vwretd    1.446701
SMB       0.003487
HML       0.004117
dtype: float64, 77324: const     0.002365
vwretd    0.210621
SMB       0.036814
HML      -0.009819
dtype: float64, 77325: const     0.031111
vwretd    0.454895
SMB       0.008114
HML       0.001462
dtype: float64, 77326: const    -0.012293
vwretd    1.856602
SMB       0.004121
HML      -0.008806
dtype: float64, 77327: const    -0.006205
vwretd    0.808132
SMB       0.006777
HML      -0.003083
dtype: float64, 77328: const     0.008878
vwretd    1.169957
SMB       0.003199
HML       0.005168
dtype: float64, 77329: const     0.003145
vwretd   -1.909325
SMB      -0.000005
HML      -0.009985
dtype: float64, 77330: const     0.030520
vwretd    0.210082
SMB      -0.005244
HML      -0.039521
dtype: float64, 77331: const     0.014026
vwretd    1.209195
SMB       0.011636
HML      -0.010606
dtype: float64, 77332: const     0.010128
vwretd    0.969608
SMB       0.017552
HML      -0.002740
dtype: float64, 77333: const     0.007145
vwretd   -0.397708
SMB       0.008412
HML       0.014872
dtype: float64, 77334: const    -0.010709
vwretd    0.868363
SMB       0.005126
HML       0.009138
dtype: float64, 77335: const     0.021175
vwretd   -0.288908
SMB       0.009450
HML      -0.004030
dtype: float64, 77336: const    -0.023066
vwretd    0.686729
SMB       0.007685
HML      -0.008392
dtype: float64, 77337: const     0.052614
vwretd   -2.987818
SMB       0.047681
HML      -0.003889
dtype: float64, 77338: const     0.012013
vwretd    0.922734
SMB       0.000682
HML       0.000816
dtype: float64, 77339: const     0.002066
vwretd    1.020795
SMB       0.003585
HML       0.007948
dtype: float64, 77340: const     0.003021
vwretd    0.583610
SMB       0.015801
HML      -0.000160
dtype: float64, 77341: const    -0.029096
vwretd    1.539350
SMB      -0.001350
HML       0.001692
dtype: float64, 77343: const     0.004433
vwretd    0.664192
SMB       0.008177
HML      -0.002901
dtype: float64, 77344: const     0.037957
vwretd    0.431369
SMB       0.015054
HML      -0.025322
dtype: float64, 77345: const    -0.381642
vwretd   -5.524926
SMB       0.225078
HML       0.158022
dtype: float64, 77346: const     0.033252
vwretd   -0.063305
SMB       0.007755
HML       0.005090
dtype: float64, 77347: const     0.003091
vwretd    1.332365
SMB       0.016989
HML       0.000966
dtype: float64, 77348: const     0.004564
vwretd   -0.220845
SMB       0.011988
HML      -0.020075
dtype: float64, 77349: const    -0.131531
vwretd    6.888373
SMB      -0.033817
HML      -0.023201
dtype: float64, 77350: const     0.003744
vwretd    0.821317
SMB       0.005633
HML       0.010660
dtype: float64, 77351: const     0.017085
vwretd   -0.250567
SMB      -0.007037
HML      -0.027827
dtype: float64, 77352: const     0.059042
vwretd    0.761778
SMB       0.027381
HML      -0.020455
dtype: float64, 77353: const     0.015314
vwretd    0.670488
SMB       0.012616
HML       0.002948
dtype: float64, 77354: const    -0.000956
vwretd    0.885270
SMB       0.004491
HML       0.004481
dtype: float64, 77355: const    -0.018228
vwretd    2.532312
SMB      -0.018828
HML      -0.011777
dtype: float64, 77356: const     0.006214
vwretd    1.455166
SMB       0.008045
HML      -0.002453
dtype: float64, 77357: const     0.006889
vwretd    1.181989
SMB      -0.002025
HML      -0.003678
dtype: float64, 77358: const    -0.056457
vwretd   -0.066578
SMB       0.034445
HML       0.042358
dtype: float64, 77359: const    -0.004942
vwretd   -0.341419
SMB       0.012762
HML       0.006009
dtype: float64, 77360: const     0.023241
vwretd    2.117235
SMB       0.006099
HML      -0.015264
dtype: float64, 77361: const     0.017844
vwretd    0.834622
SMB       0.003613
HML      -0.015306
dtype: float64, 77362: const     0.017851
vwretd    1.025036
SMB       0.020063
HML      -0.007211
dtype: float64, 77363: const    -0.020128
vwretd    1.329001
SMB       0.027901
HML       0.011231
dtype: float64, 77364: const    -0.018208
vwretd    1.022614
SMB       0.030119
HML      -0.021454
dtype: float64, 77366: const     0.000175
vwretd    1.353274
SMB       0.003911
HML       0.006552
dtype: float64, 77367: const     0.010438
vwretd    0.586372
SMB       0.014600
HML       0.002258
dtype: float64, 77368: const    -0.008859
vwretd    0.941856
SMB       0.007688
HML       0.008241
dtype: float64, 77369: const     0.008314
vwretd    0.510184
SMB       0.000810
HML       0.006758
dtype: float64, 77370: const     0.044150
vwretd   -1.379723
SMB       0.030175
HML      -0.006999
dtype: float64, 77371: const    -0.021892
vwretd    2.405604
SMB       0.023655
HML       0.034052
dtype: float64, 77372: const     0.002490
vwretd    0.860250
SMB       0.001181
HML      -0.001150
dtype: float64, 77373: const     0.024961
vwretd   -0.279197
SMB      -0.001056
HML       0.011381
dtype: float64, 77375: const     0.003420
vwretd   -0.117000
SMB       0.003880
HML      -0.005782
dtype: float64, 77376: const    -0.041440
vwretd    1.533538
SMB       0.013588
HML       0.014952
dtype: float64, 77377: const     0.003004
vwretd    0.097812
SMB      -0.000332
HML       0.000177
dtype: float64, 77378: const     0.009404
vwretd    0.295522
SMB       0.003518
HML       0.005210
dtype: float64, 77379: const     0.003270
vwretd    0.429691
SMB       0.006503
HML       0.007621
dtype: float64, 77380: const     0.010694
vwretd    1.552307
SMB       0.009130
HML      -0.007146
dtype: float64, 77382: const     0.014842
vwretd    0.396381
SMB       0.008799
HML      -0.010349
dtype: float64, 77383: const     0.014813
vwretd    1.451193
SMB      -0.014951
HML      -0.015882
dtype: float64, 77384: const    -0.004328
vwretd    0.912489
SMB       0.009562
HML       0.000600
dtype: float64, 77385: const    -0.065046
vwretd    2.681607
SMB       0.021095
HML      -0.024915
dtype: float64, 77386: const     0.001077
vwretd    1.085541
SMB       0.007124
HML       0.019132
dtype: float64, 77387: const     0.003392
vwretd    1.524931
SMB       0.011182
HML      -0.001267
dtype: float64, 77388: const    -0.005603
vwretd    0.604726
SMB       0.006412
HML       0.004901
dtype: float64, 77389: const    -0.010111
vwretd    0.543261
SMB       0.002367
HML      -0.004308
dtype: float64, 77390: const    -0.024539
vwretd    1.331742
SMB       0.010528
HML       0.000693
dtype: float64, 77392: const     0.027081
vwretd    0.884756
SMB       0.013172
HML      -0.005548
dtype: float64, 77393: const    -0.004830
vwretd    1.167174
SMB       0.016289
HML      -0.000507
dtype: float64, 77395: const      0.208607
vwretd   -16.436951
SMB        0.005033
HML       -0.050429
dtype: float64, 77396: const    -0.057440
vwretd    4.933075
SMB       0.023030
HML       0.019293
dtype: float64, 77397: const    -0.088191
vwretd    1.831716
SMB       0.001319
HML       0.019627
dtype: float64, 77398: const    -0.001432
vwretd    0.548358
SMB       0.015767
HML       0.011690
dtype: float64, 77400: const     0.023258
vwretd   -0.233714
SMB       0.008432
HML       0.011629
dtype: float64, 77401: const    -0.033452
vwretd    1.271584
SMB       0.006637
HML       0.013547
dtype: float64, 77402: const     0.010317
vwretd    0.827249
SMB       0.013058
HML       0.008986
dtype: float64, 77403: const    -0.001157
vwretd    0.953538
SMB       0.009792
HML       0.008245
dtype: float64, 77404: const     0.077123
vwretd    2.201930
SMB      -0.017752
HML      -0.013111
dtype: float64, 77405: const    -0.001550
vwretd    0.883768
SMB       0.005428
HML       0.005327
dtype: float64, 77406: const     0.023631
vwretd    2.403264
SMB      -0.020754
HML      -0.014797
dtype: float64, 77407: const     0.081038
vwretd   -1.842408
SMB      -0.008955
HML      -0.033613
dtype: float64, 77409: const    -0.003259
vwretd    0.603717
SMB       0.003813
HML      -0.002537
dtype: float64, 77410: const    -0.023197
vwretd    2.009542
SMB       0.011337
HML      -0.008599
dtype: float64, 77411: const     0.001165
vwretd    0.670295
SMB       0.005732
HML       0.004765
dtype: float64, 77412: const     0.010875
vwretd    0.062820
SMB       0.007201
HML      -0.008427
dtype: float64, 77413: const     0.012044
vwretd    1.374309
SMB       0.021320
HML      -0.010709
dtype: float64, 77414: const     0.043165
vwretd    2.629415
SMB       0.019345
HML      -0.007625
dtype: float64, 77415: const     0.003509
vwretd    0.530566
SMB       0.005389
HML       0.007529
dtype: float64, 77416: const     0.008199
vwretd    1.493400
SMB       0.006273
HML       0.007840
dtype: float64, 77417: const     0.010215
vwretd    0.603541
SMB       0.019510
HML       0.002357
dtype: float64, 77418: const     0.015737
vwretd    1.752789
SMB      -0.004633
HML      -0.007582
dtype: float64, 77419: const    -0.046567
vwretd    1.299667
SMB       0.038306
HML       0.008580
dtype: float64, 77420: const    -0.006027
vwretd    0.919048
SMB       0.010178
HML       0.008086
dtype: float64, 77421: const     0.012995
vwretd    0.594642
SMB      -0.000518
HML       0.006486
dtype: float64, 77422: const     0.081488
vwretd   -2.293040
SMB       0.024245
HML      -0.028574
dtype: float64, 77423: const    -0.080914
vwretd    4.978045
SMB       0.043933
HML       0.016533
dtype: float64, 77424: const     0.031159
vwretd   -0.415995
SMB      -0.007743
HML      -0.008726
dtype: float64, 77425: const     0.005093
vwretd    0.714933
SMB       0.008384
HML       0.006135
dtype: float64, 77426: const    -0.003122
vwretd    1.128864
SMB       0.001747
HML       0.007616
dtype: float64, 77427: const     0.003740
vwretd    1.188299
SMB       0.011606
HML       0.011044
dtype: float64, 77428: const     0.002709
vwretd    0.251039
SMB       0.007822
HML       0.008713
dtype: float64, 77429: const    -0.000391
vwretd    2.984948
SMB       0.017995
HML       0.016891
dtype: float64, 77430: const     0.0
vwretd    0.0
SMB       0.0
HML       0.0
dtype: float64, 77431: const     0.007293
vwretd    0.834096
SMB       0.012064
HML       0.015218
dtype: float64, 77433: const     0.013298
vwretd    0.657454
SMB       0.002120
HML       0.009069
dtype: float64, 77434: const     0.014937
vwretd    0.198640
SMB       0.013981
HML       0.007244
dtype: float64, 77435: const     0.001691
vwretd    1.095786
SMB       0.002007
HML       0.010494
dtype: float64, 77437: const     0.006267
vwretd    1.232851
SMB       0.032533
HML      -0.006113
dtype: float64, 77438: const     0.010930
vwretd    0.782686
SMB       0.020218
HML      -0.015794
dtype: float64, 77439: const     0.035753
vwretd   -1.045905
SMB       0.025275
HML      -0.016293
dtype: float64, 77440: const    -0.019881
vwretd    2.198116
SMB       0.012795
HML      -0.002047
dtype: float64, 77441: const     0.035794
vwretd   -0.470280
SMB       0.005093
HML      -0.016771
dtype: float64, 77442: const    -0.004874
vwretd    1.198517
SMB       0.004925
HML      -0.017254
dtype: float64, 77443: const    -0.020205
vwretd    1.474407
SMB       0.013125
HML       0.003066
dtype: float64, 77444: const    -0.117994
vwretd    5.403296
SMB       0.056462
HML       0.037035
dtype: float64, 77445: const     0.094292
vwretd   -0.303476
SMB      -0.015120
HML      -0.035759
dtype: float64, 77446: const    -0.011939
vwretd    0.947635
SMB       0.012881
HML       0.011102
dtype: float64, 77447: const     0.010559
vwretd    0.394117
SMB       0.005757
HML       0.001879
dtype: float64, 77448: const     0.010826
vwretd    0.559540
SMB       0.003820
HML      -0.000601
dtype: float64, 77449: const     0.018162
vwretd    1.485319
SMB      -0.014207
HML       0.000808
dtype: float64, 77450: const     0.000692
vwretd    0.546890
SMB       0.009747
HML       0.016482
dtype: float64, 77451: const     0.018411
vwretd    1.157375
SMB       0.005048
HML      -0.008971
dtype: float64, 77452: const     0.014674
vwretd   -0.015202
SMB       0.018473
HML       0.005197
dtype: float64, 77453: const     0.004621
vwretd    0.838800
SMB       0.002657
HML       0.003430
dtype: float64, 77454: const    -0.008978
vwretd    0.771686
SMB       0.003781
HML       0.002781
dtype: float64, 77456: const     0.006737
vwretd    0.020909
SMB       0.006498
HML      -0.004119
dtype: float64, 77457: const    -0.005829
vwretd    1.256864
SMB      -0.005668
HML       0.004299
dtype: float64, 77458: const     0.001253
vwretd    0.481834
SMB       0.000146
HML       0.002051
dtype: float64, 77459: const     0.012295
vwretd    0.989046
SMB       0.001389
HML       0.004361
dtype: float64, 77460: const     0.000901
vwretd    0.382014
SMB       0.000692
HML       0.001847
dtype: float64, 77461: const    -0.001208
vwretd    1.678930
SMB       0.007144
HML       0.014058
dtype: float64, 77462: const    -0.002380
vwretd    1.339459
SMB       0.006629
HML       0.010180
dtype: float64, 77463: const     0.001106
vwretd    1.243715
SMB       0.010950
HML       0.004408
dtype: float64, 77464: const    -0.024816
vwretd    1.640869
SMB       0.013143
HML       0.013439
dtype: float64, 77465: const    -0.045458
vwretd    1.698171
SMB       0.003215
HML       0.026786
dtype: float64, 77466: const     0.004412
vwretd    0.116605
SMB      -0.000327
HML       0.000131
dtype: float64, 77467: const     0.004457
vwretd    0.121232
SMB       0.000311
HML       0.000054
dtype: float64, 77468: const     0.004453
vwretd    0.073999
SMB       0.000100
HML       0.000701
dtype: float64, 77469: const     0.003119
vwretd    0.140004
SMB      -0.000279
HML      -0.000123
dtype: float64, 77470: const     0.003830
vwretd    0.091927
SMB      -0.000269
HML      -0.000151
dtype: float64, 77471: const     0.001460
vwretd    0.863074
SMB       0.004326
HML       0.003417
dtype: float64, 77472: const     0.005358
vwretd    0.927156
SMB      -0.000687
HML       0.002091
dtype: float64, 77473: const    -0.010736
vwretd    1.085816
SMB       0.002549
HML       0.003245
dtype: float64, 77474: const     0.000924
vwretd    0.150132
SMB      -0.000296
HML       0.000116
dtype: float64, 77475: const     0.004909
vwretd    0.078267
SMB       0.003482
HML       0.000247
dtype: float64, 77476: const     0.014626
vwretd    2.022628
SMB      -0.005799
HML      -0.011974
dtype: float64, 77477: const     0.012822
vwretd   -0.437384
SMB       0.012781
HML      -0.000227
dtype: float64, 77478: const     0.000745
vwretd    2.027959
SMB       0.005088
HML       0.008947
dtype: float64, 77480: const     0.053189
vwretd    1.040778
SMB       0.027727
HML       0.017123
dtype: float64, 77481: const     0.000637
vwretd    1.197914
SMB       0.000245
HML       0.005144
dtype: float64, 77482: const     0.043558
vwretd    1.762126
SMB       0.039013
HML       0.020091
dtype: float64, 77483: const    -0.021201
vwretd    2.766825
SMB       0.015846
HML       0.007757
dtype: float64, 77485: const    -0.024868
vwretd    1.136987
SMB      -0.003578
HML       0.012049
dtype: float64, 77486: const    -0.000555
vwretd    1.183433
SMB       0.011598
HML       0.000525
dtype: float64, 77487: const    -0.081656
vwretd   -0.522855
SMB       0.043721
HML      -0.005193
dtype: float64, 77488: const     0.009742
vwretd    0.699077
SMB       0.003963
HML      -0.001872
dtype: float64, 77489: const    -0.004467
vwretd    1.537863
SMB       0.004165
HML       0.004816
dtype: float64, 77490: const     0.010423
vwretd    0.500745
SMB       0.003335
HML       0.004195
dtype: float64, 77491: const     0.025045
vwretd    0.049400
SMB      -0.013648
HML      -0.013311
dtype: float64, 77493: const     0.006252
vwretd    1.301378
SMB       0.004243
HML       0.008746
dtype: float64, 77494: const    -0.035204
vwretd    1.732653
SMB       0.022147
HML       0.028302
dtype: float64, 77495: const     0.005275
vwretd    1.626646
SMB       0.022753
HML       0.015135
dtype: float64, 77496: const     0.000720
vwretd    1.374584
SMB       0.005744
HML       0.009557
dtype: float64, 77497: const    -0.022199
vwretd    0.189907
SMB       0.019644
HML      -0.005479
dtype: float64, 77498: const    -0.042605
vwretd    0.275131
SMB       0.037676
HML      -0.024859
dtype: float64, 77499: const     0.005395
vwretd    2.343280
SMB       0.001414
HML      -0.007413
dtype: float64, 77500: const     0.027715
vwretd    1.822532
SMB       0.010483
HML      -0.012975
dtype: float64, 77501: const    -0.003127
vwretd    1.412957
SMB       0.011029
HML       0.010704
dtype: float64, 77502: const     0.008468
vwretd    1.430415
SMB       0.003387
HML      -0.003501
dtype: float64, 77503: const     0.009611
vwretd   -0.076210
SMB       0.002919
HML       0.001576
dtype: float64, 77504: const     0.003021
vwretd    0.458247
SMB       0.001971
HML       0.003827
dtype: float64, 77505: const     0.010710
vwretd    1.004282
SMB       0.009103
HML      -0.005143
dtype: float64, 77506: const     0.027888
vwretd    0.861396
SMB      -0.001110
HML       0.000871
dtype: float64, 77507: const     0.006123
vwretd    0.300235
SMB       0.002163
HML       0.004597
dtype: float64, 77508: const    -0.010012
vwretd    0.679474
SMB       0.021189
HML       0.004625
dtype: float64, 77509: const     0.010947
vwretd    0.781035
SMB       0.009524
HML      -0.003555
dtype: float64, 77510: const     0.038394
vwretd   -0.299477
SMB       0.020031
HML       0.007193
dtype: float64, 77511: const     0.006407
vwretd    0.623379
SMB       0.011891
HML       0.003993
dtype: float64, 77512: const     0.014461
vwretd    2.343649
SMB       0.004484
HML      -0.012384
dtype: float64, 77513: const    -0.020108
vwretd    1.697940
SMB       0.016182
HML       0.025501
dtype: float64, 77514: const     0.021727
vwretd    0.384399
SMB       0.008627
HML       0.005042
dtype: float64, 77515: const    -0.000213
vwretd    1.842955
SMB       0.011979
HML      -0.003745
dtype: float64, 77516: const    -0.006501
vwretd    1.463773
SMB       0.008300
HML       0.006021
dtype: float64, 77517: const     0.021474
vwretd    0.067245
SMB       0.011821
HML      -0.000919
dtype: float64, 77518: const    -0.017246
vwretd   -0.268619
SMB       0.010993
HML       0.000145
dtype: float64, 77519: const     0.004923
vwretd    0.648010
SMB       0.004250
HML       0.007420
dtype: float64, 77520: const     0.006688
vwretd    1.251212
SMB       0.007001
HML       0.006928
dtype: float64, 77521: const    -0.010590
vwretd    0.935448
SMB       0.005522
HML       0.011785
dtype: float64, 77522: const    -0.007758
vwretd    0.801301
SMB       0.001978
HML      -0.000524
dtype: float64, 77523: const     0.019830
vwretd    0.636539
SMB      -0.004214
HML       0.000824
dtype: float64, 77524: const    -0.003849
vwretd    3.424771
SMB       0.048891
HML       0.043648
dtype: float64, 77525: const    -0.016268
vwretd    0.638571
SMB      -0.011874
HML      -0.010194
dtype: float64, 77526: const     0.003184
vwretd    0.582850
SMB       0.006922
HML       0.008698
dtype: float64, 77527: const     0.001267
vwretd    1.199283
SMB       0.005694
HML       0.000310
dtype: float64, 77528: const     0.003504
vwretd    0.513935
SMB       0.005318
HML       0.008512
dtype: float64, 77529: const    -0.036275
vwretd   -2.667641
SMB       0.001781
HML      -0.030760
dtype: float64, 77530: const    -0.003220
vwretd    1.170257
SMB       0.006514
HML       0.013230
dtype: float64, 77531: const    -0.046251
vwretd   -0.311553
SMB       0.036554
HML      -0.009856
dtype: float64, 77532: const     0.001474
vwretd    0.924461
SMB      -0.003038
HML      -0.012772
dtype: float64, 77534: const    -0.012332
vwretd    2.440099
SMB       0.001939
HML       0.013825
dtype: float64, 77536: const    -0.079220
vwretd    2.821031
SMB       0.027921
HML       0.012181
dtype: float64, 77537: const    -0.020312
vwretd   -1.395677
SMB       0.046015
HML       0.018695
dtype: float64, 77538: const     0.030257
vwretd    1.293766
SMB       0.022209
HML      -0.002839
dtype: float64, 77539: const     0.015611
vwretd    1.217259
SMB       0.014653
HML       0.012585
dtype: float64, 77540: const    -0.051112
vwretd    0.893590
SMB       0.022284
HML      -0.013470
dtype: float64, 77541: const    -0.042174
vwretd    1.442434
SMB       0.012359
HML       0.020235
dtype: float64, 77542: const     0.024656
vwretd    1.435584
SMB       0.014731
HML      -0.006650
dtype: float64, 77543: const    -0.023677
vwretd    0.902367
SMB       0.026283
HML       0.021272
dtype: float64, 77544: const    -0.009061
vwretd    1.172135
SMB       0.006316
HML       0.010591
dtype: float64, 77545: const    -0.015182
vwretd    1.360792
SMB       0.005709
HML       0.005542
dtype: float64, 77546: const     0.007059
vwretd    0.934804
SMB      -0.002606
HML      -0.001013
dtype: float64, 77547: const    -0.014647
vwretd    0.729669
SMB      -0.003433
HML      -0.003682
dtype: float64, 77548: const     0.004115
vwretd    0.126261
SMB      -0.000614
HML      -0.000337
dtype: float64, 77549: const     0.004195
vwretd    0.073015
SMB      -0.000320
HML       0.001071
dtype: float64, 77550: const     0.002240
vwretd    1.385852
SMB       0.016595
HML       0.015568
dtype: float64, 77551: const     0.003820
vwretd    0.207752
SMB       0.006339
HML      -0.000310
dtype: float64, 77552: const     0.004571
vwretd    0.037349
SMB       0.000141
HML       0.000830
dtype: float64, 77553: const     0.003497
vwretd    0.110337
SMB       0.000690
HML       0.001558
dtype: float64, 77554: const    -0.009881
vwretd    0.727641
SMB       0.010346
HML      -0.000376
dtype: float64, 77555: const     0.000958
vwretd    0.812586
SMB       0.008585
HML       0.010210
dtype: float64, 77560: const    -0.012392
vwretd    1.421457
SMB       0.003600
HML       0.008560
dtype: float64, 77561: const     0.031019
vwretd    0.097225
SMB       0.000206
HML      -0.009390
dtype: float64, 77562: const    -0.041233
vwretd    1.763768
SMB       0.010035
HML      -0.024290
dtype: float64, 77563: const     0.007134
vwretd    0.905609
SMB       0.020023
HML       0.027633
dtype: float64, 77564: const    -0.024118
vwretd    2.570857
SMB       0.017757
HML      -0.002543
dtype: float64, 77568: const    -0.006458
vwretd    1.641004
SMB       0.011431
HML      -0.005928
dtype: float64, 77569: const    -0.015576
vwretd    1.252640
SMB       0.004480
HML       0.002499
dtype: float64, 77570: const    -0.008085
vwretd    1.897259
SMB       0.002405
HML       0.000354
dtype: float64, 77571: const    -0.081568
vwretd   -0.055013
SMB       0.017963
HML       0.017750
dtype: float64, 77572: const     0.016156
vwretd    1.996191
SMB       0.010629
HML      -0.014913
dtype: float64, 77573: const     0.002693
vwretd    0.860681
SMB       0.010170
HML      -0.005395
dtype: float64, 77574: const    -0.008568
vwretd    1.726419
SMB      -0.063511
HML      -0.053933
dtype: float64, 77575: const     0.027787
vwretd    0.719074
SMB       0.003932
HML       0.000805
dtype: float64, 77576: const    -0.020627
vwretd    1.715220
SMB       0.013482
HML       0.024686
dtype: float64, 77577: const    -0.044254
vwretd   -1.115714
SMB       0.007303
HML       0.004036
dtype: float64, 77578: const    -0.034402
vwretd    1.073296
SMB       0.015546
HML      -0.007098
dtype: float64, 77579: const     0.005930
vwretd    0.900900
SMB       0.001853
HML       0.005862
dtype: float64, 77580: const    -0.005829
vwretd    0.930663
SMB      -0.003965
HML       0.007874
dtype: float64, 77581: const     0.017661
vwretd    0.263219
SMB       0.017074
HML      -0.011496
dtype: float64, 77582: const     0.004059
vwretd    1.315184
SMB       0.017572
HML      -0.017066
dtype: float64, 77584: const     0.008764
vwretd    0.841548
SMB       0.008577
HML       0.006134
dtype: float64, 77585: const    -0.005843
vwretd    0.527396
SMB       0.001962
HML       0.007018
dtype: float64, 77586: const     0.004106
vwretd    0.256185
SMB       0.026642
HML      -0.016635
dtype: float64, 77587: const    -0.002186
vwretd    0.944524
SMB       0.012600
HML       0.003337
dtype: float64, 77588: const    -0.028315
vwretd    1.473989
SMB       0.007395
HML       0.005962
dtype: float64, 77589: const     0.004293
vwretd    0.062126
SMB       0.000702
HML       0.002076
dtype: float64, 77590: const     0.004999
vwretd    0.131208
SMB       0.000901
HML       0.001837
dtype: float64, 77591: const     0.003755
vwretd    0.140450
SMB      -0.000035
HML      -0.000042
dtype: float64, 77592: const     0.003625
vwretd    0.082141
SMB       0.000819
HML       0.002665
dtype: float64, 77593: const     0.019707
vwretd   -1.469386
SMB       0.003695
HML      -0.014182
dtype: float64, 77594: const     0.023423
vwretd    0.171152
SMB       0.017256
HML      -0.005267
dtype: float64, 77595: const     0.001937
vwretd    1.117709
SMB       0.007550
HML       0.009527
dtype: float64, 77596: const    -0.008211
vwretd    2.066398
SMB       0.003594
HML       0.013453
dtype: float64, 77597: const    -0.000022
vwretd    1.712342
SMB       0.007425
HML      -0.013942
dtype: float64, 77599: const     0.019121
vwretd    1.373852
SMB       0.004896
HML      -0.013033
dtype: float64, 77600: const    -0.079368
vwretd    1.888985
SMB       0.014186
HML      -0.000676
dtype: float64, 77601: const    -0.029926
vwretd    2.552309
SMB      -0.009252
HML      -0.005546
dtype: float64, 77602: const    -0.032018
vwretd    2.054305
SMB       0.012218
HML       0.008228
dtype: float64, 77603: const     0.012078
vwretd    1.671230
SMB       0.022527
HML       0.012143
dtype: float64, 77604: const    -0.009176
vwretd    2.142334
SMB       0.001888
HML       0.000132
dtype: float64, 77605: const     0.004036
vwretd    0.898496
SMB      -0.001296
HML       0.000950
dtype: float64, 77606: const     0.001501
vwretd    1.105490
SMB       0.002283
HML       0.006385
dtype: float64, 77607: const     0.004276
vwretd    0.107339
SMB       0.000194
HML       0.000115
dtype: float64, 77608: const     0.004473
vwretd    0.715659
SMB      -0.000069
HML       0.007907
dtype: float64, 77609: const     0.004093
vwretd    0.091341
SMB      -0.000222
HML       0.000060
dtype: float64, 77610: const     0.009163
vwretd    1.608446
SMB       0.012365
HML      -0.013144
dtype: float64, 77611: const    -0.031885
vwretd    0.116720
SMB      -0.002045
HML      -0.002407
dtype: float64, 77612: const    -0.030744
vwretd    0.227204
SMB      -0.003740
HML       0.007266
dtype: float64, 77613: const    -0.037853
vwretd    2.656897
SMB       0.005739
HML       0.014288
dtype: float64, 77614: const    -0.043894
vwretd    2.725315
SMB       0.039869
HML      -0.004898
dtype: float64, 77615: const    -0.004011
vwretd    1.388943
SMB       0.019689
HML       0.009543
dtype: float64, 77616: const     0.016719
vwretd    2.718373
SMB       0.033387
HML      -0.022391
dtype: float64, 77617: const    -0.025621
vwretd    1.888453
SMB       0.016026
HML       0.009771
dtype: float64, 77618: const     0.014960
vwretd    0.363993
SMB       0.017194
HML       0.017290
dtype: float64, 77619: const    -0.034301
vwretd    0.838241
SMB       0.010220
HML       0.012600
dtype: float64, 77620: const    -0.001485
vwretd    0.286637
SMB       0.001743
HML       0.000412
dtype: float64, 77621: const     0.174806
vwretd   -3.854654
SMB      -0.053094
HML      -0.026982
dtype: float64, 77622: const    -0.050573
vwretd   -0.323157
SMB      -0.018622
HML       0.004807
dtype: float64, 77623: const    -0.008597
vwretd    1.053704
SMB       0.006072
HML      -0.004093
dtype: float64, 77624: const    -0.006259
vwretd    1.418111
SMB       0.020427
HML      -0.005694
dtype: float64, 77625: const    -0.026890
vwretd    1.085573
SMB       0.009436
HML      -0.008061
dtype: float64, 77626: const     0.006912
vwretd    0.310286
SMB       0.000740
HML       0.007475
dtype: float64, 77627: const    -0.002923
vwretd    0.687298
SMB       0.012445
HML       0.002688
dtype: float64, 77628: const     0.002139
vwretd    0.869531
SMB       0.005450
HML       0.009134
dtype: float64, 77629: const     0.006909
vwretd    0.921416
SMB       0.006658
HML       0.004145
dtype: float64, 77630: const     0.029476
vwretd    0.421034
SMB       0.035496
HML      -0.014718
dtype: float64, 77631: const    -0.029709
vwretd    1.139233
SMB      -0.009605
HML       0.022989
dtype: float64, 77632: const    -0.024990
vwretd    2.016824
SMB       0.027592
HML       0.015727
dtype: float64, 77633: const    -0.000127
vwretd    1.933957
SMB       0.006311
HML       0.006405
dtype: float64, 77634: const     0.010468
vwretd    2.191653
SMB       0.001386
HML       0.011656
dtype: float64, 77635: const     0.021300
vwretd    1.843326
SMB      -0.010779
HML      -0.004467
dtype: float64, 77636: const     0.000018
vwretd    1.147395
SMB       0.000966
HML       0.012908
dtype: float64, 77637: const     0.001160
vwretd    1.255855
SMB       0.002334
HML       0.005135
dtype: float64, 77638: const     0.003494
vwretd    0.180640
SMB      -0.000368
HML      -0.000017
dtype: float64, 77639: const     0.004790
vwretd    0.091912
SMB       0.000824
HML       0.001802
dtype: float64, 77641: const     0.032706
vwretd    0.358417
SMB      -0.003583
HML      -0.005140
dtype: float64, 77642: const    -0.004825
vwretd    1.002757
SMB       0.000606
HML       0.003801
dtype: float64, 77643: const     0.001144
vwretd    0.565966
SMB       0.005899
HML       0.009059
dtype: float64, 77644: const     0.011901
vwretd    1.616058
SMB       0.008209
HML       0.001819
dtype: float64, 77646: const    -0.002525
vwretd    1.024898
SMB       0.004582
HML       0.001249
dtype: float64, 77647: const    -0.005413
vwretd    1.128425
SMB       0.006175
HML       0.003036
dtype: float64, 77648: const    -0.048750
vwretd    0.658681
SMB       0.010952
HML       0.014088
dtype: float64, 77649: const     0.010623
vwretd    0.662167
SMB       0.000527
HML      -0.000816
dtype: float64, 77650: const    -0.000849
vwretd    3.573731
SMB       0.011039
HML       0.014690
dtype: float64, 77651: const     0.025654
vwretd    1.305345
SMB      -0.008138
HML      -0.047918
dtype: float64, 77652: const     0.008352
vwretd    0.684022
SMB       0.015569
HML       0.002570
dtype: float64, 77653: const    -0.008476
vwretd    1.150017
SMB       0.009152
HML       0.007449
dtype: float64, 77654: const     0.209138
vwretd   -9.110233
SMB       0.060756
HML      -0.039416
dtype: float64, 77655: const     0.071156
vwretd   -1.736345
SMB       0.025139
HML      -0.019294
dtype: float64, 77656: const     0.001467
vwretd    0.350681
SMB       0.002674
HML       0.000862
dtype: float64, 77657: const    -0.035960
vwretd    1.493279
SMB       0.019096
HML       0.018210
dtype: float64, 77658: const    -0.000073
vwretd    0.316588
SMB       0.004301
HML      -0.008957
dtype: float64, 77659: const    -0.000102
vwretd    1.172635
SMB       0.005169
HML       0.003502
dtype: float64, 77660: const     0.010854
vwretd    0.915276
SMB       0.006715
HML       0.001723
dtype: float64, 77661: const     0.007332
vwretd    1.209741
SMB       0.003444
HML       0.005439
dtype: float64, 77662: const     0.020966
vwretd    0.730704
SMB       0.004650
HML      -0.007859
dtype: float64, 77663: const    -0.025070
vwretd    1.534241
SMB       0.009294
HML      -0.011935
dtype: float64, 77664: const     0.012734
vwretd    0.680920
SMB       0.034785
HML      -0.009741
dtype: float64, 77665: const    -0.025842
vwretd    1.412246
SMB       0.002121
HML      -0.003507
dtype: float64, 77666: const    -0.013501
vwretd    1.208341
SMB       0.015982
HML      -0.007528
dtype: float64, 77667: const     0.008898
vwretd    0.281764
SMB       0.006236
HML      -0.000451
dtype: float64, 77668: const     0.015675
vwretd    0.720718
SMB       0.003312
HML       0.002351
dtype: float64, 77669: const     0.006459
vwretd    1.165760
SMB       0.010458
HML       0.006948
dtype: float64, 77670: const     0.002676
vwretd    0.563522
SMB      -0.004100
HML       0.006656
dtype: float64, 77671: const     0.005279
vwretd    0.593347
SMB       0.002634
HML      -0.007995
dtype: float64, 77672: const     0.070503
vwretd   -6.927844
SMB      -0.031195
HML      -0.029134
dtype: float64, 77673: const     0.011515
vwretd    0.704739
SMB       0.003296
HML      -0.005521
dtype: float64, 77674: const     0.007344
vwretd    0.939737
SMB       0.014554
HML      -0.028685
dtype: float64, 77675: const    -0.016879
vwretd    1.306002
SMB       0.000393
HML       0.014524
dtype: float64, 77676: const     0.010134
vwretd    0.154928
SMB       0.000610
HML      -0.002070
dtype: float64, 77677: const    -0.001914
vwretd    0.789690
SMB       0.009393
HML      -0.003876
dtype: float64, 77678: const     0.009274
vwretd    0.828790
SMB       0.008188
HML      -0.001071
dtype: float64, 77679: const     0.001072
vwretd    0.973245
SMB       0.005769
HML       0.011584
dtype: float64, 77681: const    -0.007078
vwretd    3.263717
SMB       0.005475
HML       0.006551
dtype: float64, 77682: const    -0.023553
vwretd    1.588817
SMB       0.005443
HML      -0.000924
dtype: float64, 77683: const    -0.007867
vwretd    1.000075
SMB       0.011141
HML       0.000316
dtype: float64, 77684: const    -0.039424
vwretd    2.398632
SMB       0.010486
HML      -0.001469
dtype: float64, 77685: const     0.003650
vwretd    0.756641
SMB       0.004916
HML       0.009604
dtype: float64, 77686: const     0.031072
vwretd   -0.040091
SMB       0.022051
HML       0.004390
dtype: float64, 77687: const    -0.052527
vwretd    1.107697
SMB       0.019985
HML       0.032747
dtype: float64, 77688: const    -0.014776
vwretd    0.237185
SMB       0.003787
HML       0.003712
dtype: float64, 77689: const    -0.008818
vwretd    1.472157
SMB       0.006097
HML       0.001044
dtype: float64, 77690: const    -0.001545
vwretd    0.188755
SMB      -0.001532
HML       0.002092
dtype: float64, 77691: const     0.000546
vwretd    1.406542
SMB       0.001135
HML       0.000583
dtype: float64, 77692: const     0.003482
vwretd    0.118339
SMB       0.000257
HML       0.000499
dtype: float64, 77693: const     0.003263
vwretd    0.083112
SMB       0.000396
HML       0.000542
dtype: float64, 77694: const     0.004168
vwretd    0.071695
SMB      -0.000051
HML       0.001358
dtype: float64, 77695: const    -0.000448
vwretd    1.035204
SMB       0.007358
HML       0.004175
dtype: float64, 77696: const     0.005335
vwretd    0.489386
SMB       0.003511
HML       0.011681
dtype: float64, 77697: const    -0.086646
vwretd    4.040433
SMB       0.020770
HML       0.009081
dtype: float64, 77698: const     0.023169
vwretd    0.638988
SMB       0.013288
HML       0.009828
dtype: float64, 77699: const     0.004093
vwretd    1.929544
SMB       0.027774
HML       0.008170
dtype: float64, 77700: const    -0.059495
vwretd   -0.255172
SMB       0.027968
HML      -0.004149
dtype: float64, 77701: const     0.012284
vwretd    0.648845
SMB       0.009793
HML       0.001566
dtype: float64, 77702: const     0.011276
vwretd    0.965878
SMB       0.002749
HML       0.000905
dtype: float64, 77703: const     0.009989
vwretd    0.032474
SMB       0.012986
HML       0.002393
dtype: float64, 77704: const     0.010114
vwretd    0.615407
SMB       0.003826
HML       0.008024
dtype: float64, 77705: const     0.009637
vwretd    0.549134
SMB       0.012434
HML       0.003428
dtype: float64, 77706: const    -0.000846
vwretd    1.053543
SMB       0.000138
HML      -0.000818
dtype: float64, 77708: const     0.003811
vwretd    0.605659
SMB       0.002326
HML       0.008738
dtype: float64, 77710: const     0.028235
vwretd    0.009551
SMB       0.007286
HML       0.010201
dtype: float64, 77711: const     0.016408
vwretd    1.477136
SMB      -0.003779
HML       0.001602
dtype: float64, 77712: const     0.010004
vwretd    0.617438
SMB       0.004053
HML      -0.003848
dtype: float64, 77713: const    -0.004965
vwretd    0.312076
SMB       0.003788
HML       0.000208
dtype: float64, 77714: const     0.002602
vwretd    1.172147
SMB       0.011626
HML       0.006986
dtype: float64, 77719: const     0.000386
vwretd    0.897804
SMB       0.004980
HML       0.011219
dtype: float64, 77722: const    -0.006918
vwretd    0.829633
SMB       0.004797
HML       0.009370
dtype: float64, 77723: const     0.037572
vwretd   -0.607761
SMB      -0.021235
HML      -0.015916
dtype: float64, 77725: const     0.005784
vwretd    0.161299
SMB       0.004667
HML      -0.003566
dtype: float64, 77729: const     0.007149
vwretd    0.852867
SMB       0.018618
HML       0.009856
dtype: float64, 77730: const     0.007593
vwretd    0.924757
SMB       0.001071
HML       0.003335
dtype: float64, 77733: const     0.024374
vwretd    0.678171
SMB       0.017605
HML      -0.001957
dtype: float64, 77735: const     0.001118
vwretd    1.216224
SMB       0.004953
HML       0.010729
dtype: float64, 77739: const     0.020417
vwretd    0.722035
SMB       0.003148
HML      -0.013338
dtype: float64, 77740: const    -0.053112
vwretd    0.807840
SMB       0.016208
HML       0.001924
dtype: float64, 77741: const     0.002566
vwretd    2.281102
SMB       0.011468
HML       0.000577
dtype: float64, 77746: const     0.019892
vwretd    0.917402
SMB       0.016477
HML      -0.001505
dtype: float64, 77753: const     0.010682
vwretd    0.364951
SMB       0.002866
HML       0.005507
dtype: float64, 77754: const     0.007365
vwretd    0.375366
SMB       0.004528
HML       0.001823
dtype: float64, 77755: const     0.028768
vwretd    0.475140
SMB       0.011529
HML       0.005026
dtype: float64, 77756: const     0.014511
vwretd    0.031894
SMB       0.005940
HML      -0.007684
dtype: float64, 77757: const    -0.002454
vwretd    0.943228
SMB       0.010216
HML       0.008307
dtype: float64, 77758: const     0.007237
vwretd    0.423929
SMB       0.002687
HML       0.005480
dtype: float64, 77759: const    -0.007640
vwretd    0.627595
SMB       0.005777
HML       0.000203
dtype: float64, 77760: const     0.007366
vwretd    0.145238
SMB       0.003158
HML       0.005455
dtype: float64, 77761: const    -0.125318
vwretd   -1.175242
SMB       0.027956
HML      -0.002464
dtype: float64, 77762: const    -0.008863
vwretd    0.313808
SMB       0.018878
HML      -0.010494
dtype: float64, 77763: const    -0.010251
vwretd    1.390269
SMB       0.009490
HML       0.012226
dtype: float64, 77764: const    -0.005687
vwretd    1.252516
SMB       0.008011
HML       0.015891
dtype: float64, 77765: const     0.023851
vwretd    0.535981
SMB       0.001006
HML       0.000379
dtype: float64, 77766: const     0.024035
vwretd    0.772477
SMB       0.004270
HML      -0.004038
dtype: float64, 77767: const     0.011849
vwretd    1.110223
SMB       0.021374
HML      -0.022066
dtype: float64, 77768: const     0.004964
vwretd    0.972922
SMB      -0.002824
HML       0.003154
dtype: float64, 77769: const    -0.026646
vwretd    1.494058
SMB       0.007217
HML       0.013556
dtype: float64, 77770: const    -0.048202
vwretd    0.944548
SMB      -0.003774
HML      -0.010822
dtype: float64, 77771: const     0.006973
vwretd    0.871501
SMB       0.009817
HML       0.002186
dtype: float64, 77772: const     0.049734
vwretd   -1.346340
SMB      -0.031185
HML      -0.011705
dtype: float64, 77773: const    -0.017763
vwretd    1.143722
SMB       0.002190
HML       0.002512
dtype: float64, 77774: const    -0.004674
vwretd    1.002130
SMB       0.011970
HML      -0.011367
dtype: float64, 77775: const     0.012751
vwretd    0.594399
SMB       0.006557
HML       0.009149
dtype: float64, 77776: const     0.002951
vwretd    1.021687
SMB       0.001039
HML       0.000675
dtype: float64, 77777: const    -0.040195
vwretd    2.627797
SMB       0.007624
HML       0.029797
dtype: float64, 77778: const    -0.010475
vwretd    0.848297
SMB       0.004948
HML       0.006967
dtype: float64, 77779: const     0.016411
vwretd    0.741492
SMB       0.003417
HML       0.004390
dtype: float64, 77780: const     0.007931
vwretd    0.751441
SMB       0.006316
HML       0.004052
dtype: float64, 77781: const    -0.015241
vwretd    1.514521
SMB       0.008788
HML      -0.020807
dtype: float64, 77782: const    -0.007793
vwretd    1.308851
SMB       0.011860
HML       0.012518
dtype: float64, 77783: const    -0.010947
vwretd    1.218820
SMB       0.005447
HML       0.017312
dtype: float64, 77784: const     0.011441
vwretd    0.534452
SMB       0.000895
HML      -0.010576
dtype: float64, 77785: const     0.007909
vwretd    1.063647
SMB       0.006663
HML       0.006371
dtype: float64, 77786: const     0.009926
vwretd    0.491487
SMB       0.019004
HML      -0.000436
dtype: float64, 77787: const     0.014121
vwretd    0.721969
SMB       0.004145
HML      -0.002687
dtype: float64, 77789: const    -0.001322
vwretd    1.244006
SMB       0.007594
HML       0.010057
dtype: float64, 77790: const     0.004177
vwretd    0.723483
SMB       0.006542
HML       0.012131
dtype: float64, 77791: const     0.007684
vwretd    0.516458
SMB       0.006351
HML       0.013061
dtype: float64, 77792: const    -0.003503
vwretd    0.750008
SMB      -0.001528
HML       0.011876
dtype: float64, 77793: const     0.078892
vwretd    0.891975
SMB      -0.028980
HML      -0.058249
dtype: float64, 77794: const    -0.070301
vwretd    1.517351
SMB       0.032405
HML      -0.013308
dtype: float64, 77795: const    -0.027205
vwretd    3.037222
SMB       0.030506
HML       0.016790
dtype: float64, 77796: const    -0.061579
vwretd   -1.587974
SMB      -0.003404
HML      -0.009707
dtype: float64, 77797: const     0.008161
vwretd    1.560477
SMB      -0.004213
HML      -0.006074
dtype: float64, 77798: const     0.010070
vwretd    0.198067
SMB      -0.000416
HML       0.002217
dtype: float64, 77799: const    -0.011487
vwretd   -0.041018
SMB       0.007133
HML      -0.008872
dtype: float64, 77800: const    -0.098850
vwretd    3.368118
SMB       0.089916
HML       0.064179
dtype: float64, 77801: const    -0.031038
vwretd    0.560465
SMB       0.010809
HML       0.004548
dtype: float64, 77802: const     0.006773
vwretd   -0.113933
SMB      -0.007451
HML      -0.028702
dtype: float64, 77803: const     0.006233
vwretd    0.377551
SMB       0.005764
HML       0.004040
dtype: float64, 77804: const     0.003084
vwretd    0.699858
SMB       0.001711
HML       0.001006
dtype: float64, 77805: const     0.000132
vwretd    0.244018
SMB       0.000315
HML       0.004256
dtype: float64, 77806: const     0.004094
vwretd    0.131839
SMB      -0.000333
HML      -0.000414
dtype: float64, 77807: const     0.005491
vwretd    0.112032
SMB      -0.001042
HML       0.000053
dtype: float64, 77808: const     0.004769
vwretd    0.052222
SMB      -0.000742
HML      -0.000476
dtype: float64, 77809: const     0.001494
vwretd    0.335426
SMB       0.000725
HML       0.004428
dtype: float64, 77810: const    -0.054506
vwretd    1.692393
SMB       0.015406
HML       0.028850
dtype: float64, 77811: const    -0.049877
vwretd   -4.226093
SMB       0.037121
HML       0.022014
dtype: float64, 77812: const    -0.066863
vwretd    0.939074
SMB       0.033093
HML       0.042421
dtype: float64, 77813: const     0.036003
vwretd   -0.284138
SMB      -0.001974
HML      -0.002204
dtype: float64, 77814: const    -0.019693
vwretd    1.191739
SMB       0.030770
HML       0.030649
dtype: float64, 77815: const     0.000688
vwretd    1.660075
SMB      -0.002578
HML       0.010484
dtype: float64, 77816: const     0.000635
vwretd    1.282894
SMB      -0.000101
HML       0.001156
dtype: float64, 77817: const    -0.001903
vwretd    1.332137
SMB       0.000877
HML      -0.000230
dtype: float64, 77818: const     0.003882
vwretd    0.146038
SMB      -0.000415
HML      -0.000427
dtype: float64, 77819: const     0.000157
vwretd    1.286641
SMB       0.013342
HML      -0.000734
dtype: float64, 77820: const     0.006067
vwretd    0.289938
SMB       0.004448
HML       0.009385
dtype: float64, 77821: const     0.071695
vwretd    3.635795
SMB      -0.009818
HML      -0.006427
dtype: float64, 77822: const    -0.000065
vwretd    0.249724
SMB      -0.000524
HML       0.002092
dtype: float64, 77823: const     0.013735
vwretd    0.442721
SMB      -0.000019
HML       0.001146
dtype: float64, 77824: const    -0.000785
vwretd    0.804727
SMB       0.000402
HML      -0.012549
dtype: float64, 77826: const    -0.169800
vwretd    6.172812
SMB       0.009405
HML       0.016681
dtype: float64, 77827: const     0.003479
vwretd    0.187596
SMB       0.000613
HML       0.002091
dtype: float64, 77828: const     0.010366
vwretd    0.446279
SMB       0.001985
HML       0.003302
dtype: float64, 77829: const    -0.029123
vwretd    0.635225
SMB       0.004562
HML      -0.003537
dtype: float64, 77830: const     0.016223
vwretd    0.499224
SMB       0.015343
HML       0.006679
dtype: float64, 77831: const    -0.029455
vwretd    1.614448
SMB       0.012305
HML       0.022713
dtype: float64, 77832: const     0.028637
vwretd    1.476356
SMB       0.012566
HML      -0.005998
dtype: float64, 77833: const     0.023726
vwretd    0.434203
SMB      -0.007212
HML      -0.020825
dtype: float64, 77834: const    -0.002496
vwretd    1.105819
SMB       0.004463
HML       0.002844
dtype: float64, 77835: const     0.008268
vwretd    1.150101
SMB       0.008101
HML       0.011000
dtype: float64, 77836: const     0.002370
vwretd    2.172036
SMB      -0.007339
HML       0.013882
dtype: float64, 77837: const     0.003074
vwretd    1.554132
SMB       0.017998
HML      -0.007495
dtype: float64, 77838: const     0.000636
vwretd    0.908387
SMB       0.002367
HML       0.006005
dtype: float64, 77839: const    -0.034197
vwretd    1.421373
SMB       0.023064
HML      -0.000140
dtype: float64, 77840: const    -0.015509
vwretd   -1.002333
SMB       0.023240
HML       0.001437
dtype: float64, 77841: const    -0.051717
vwretd   -0.860986
SMB       0.032731
HML       0.042641
dtype: float64, 77842: const     0.003470
vwretd    0.543820
SMB       0.005301
HML       0.006312
dtype: float64, 77843: const    -0.034627
vwretd    1.438421
SMB       0.013995
HML       0.012075
dtype: float64, 77844: const    -0.012614
vwretd    0.579353
SMB       0.012088
HML       0.001765
dtype: float64, 77845: const     0.017186
vwretd    0.688172
SMB      -0.004385
HML       0.005600
dtype: float64, 77846: const    -0.042986
vwretd   -1.025084
SMB      -0.003714
HML      -0.020200
dtype: float64, 77847: const    -0.057434
vwretd    1.048694
SMB       0.024106
HML      -0.004724
dtype: float64, 77848: const     0.000191
vwretd    0.723179
SMB      -0.008952
HML       0.027287
dtype: float64, 77849: const    -0.090349
vwretd    0.664588
SMB      -0.002480
HML      -0.024692
dtype: float64, 77850: const     0.007130
vwretd    1.104550
SMB       0.012469
HML      -0.019651
dtype: float64, 77851: const     0.013556
vwretd    2.253327
SMB       0.028002
HML      -0.016196
dtype: float64, 77852: const     0.000670
vwretd    2.224532
SMB       0.001927
HML       0.007326
dtype: float64, 77853: const    -0.097790
vwretd    8.986135
SMB       0.003009
HML       0.107612
dtype: float64, 77854: const    -0.025562
vwretd    1.914155
SMB       0.012333
HML       0.019663
dtype: float64, 77855: const    -0.019300
vwretd    1.816612
SMB       0.008772
HML       0.018575
dtype: float64, 77856: const     0.021869
vwretd    0.365664
SMB       0.014697
HML       0.002746
dtype: float64, 77857: const     0.004776
vwretd    0.801336
SMB       0.003291
HML       0.004977
dtype: float64, 77858: const    -0.014090
vwretd    1.234948
SMB      -0.003831
HML      -0.010028
dtype: float64, 77859: const    -0.000247
vwretd    1.749903
SMB       0.013570
HML      -0.017861
dtype: float64, 77860: const    -0.003284
vwretd    0.874383
SMB       0.000743
HML      -0.001051
dtype: float64, 77861: const    -0.004799
vwretd   -0.836880
SMB      -0.007614
HML      -0.012377
dtype: float64, 77862: const     0.000135
vwretd    0.824989
SMB       0.009083
HML       0.007456
dtype: float64, 77863: const     0.019556
vwretd    0.912295
SMB      -0.015397
HML      -0.038655
dtype: float64, 77865: const    -0.046026
vwretd    1.786891
SMB       0.016073
HML       0.008559
dtype: float64, 77866: const    -0.114311
vwretd    1.800925
SMB      -0.003886
HML      -0.012225
dtype: float64, 77867: const     0.004746
vwretd    1.675500
SMB      -0.001435
HML      -0.004450
dtype: float64, 77868: const     0.002276
vwretd    1.195741
SMB       0.005116
HML       0.003743
dtype: float64, 77869: const     0.007537
vwretd    1.251103
SMB       0.020798
HML      -0.001344
dtype: float64, 77870: const    -0.023740
vwretd   -0.574602
SMB      -0.008502
HML      -0.025635
dtype: float64, 77871: const    -0.055527
vwretd   -0.210249
SMB      -0.002842
HML      -0.015197
dtype: float64, 77872: const     0.011894
vwretd   -0.228976
SMB       0.005578
HML      -0.000980
dtype: float64, 77873: const    -0.032425
vwretd    1.845092
SMB       0.009159
HML       0.009981
dtype: float64, 77874: const    -0.012785
vwretd    1.640368
SMB       0.007905
HML       0.003444
dtype: float64, 77875: const     0.002487
vwretd    0.162122
SMB      -0.000154
HML       0.001715
dtype: float64, 77876: const    -0.005565
vwretd    0.871100
SMB       0.002186
HML       0.002396
dtype: float64, 77878: const     0.006238
vwretd    0.551810
SMB       0.002541
HML       0.004728
dtype: float64, 77879: const    -0.002426
vwretd    1.204143
SMB      -0.004192
HML      -0.019506
dtype: float64, 77880: const    -0.003117
vwretd    1.543329
SMB       0.011395
HML       0.014329
dtype: float64, 77881: const    -0.006725
vwretd    0.872568
SMB       0.003291
HML       0.005328
dtype: float64, 77882: const    -0.011773
vwretd    1.893503
SMB       0.012829
HML       0.009104
dtype: float64, 77883: const     0.005470
vwretd    0.510678
SMB       0.017300
HML       0.003801
dtype: float64, 77884: const    -0.013439
vwretd    1.639427
SMB       0.010081
HML       0.020145
dtype: float64, 77885: const    -0.054597
vwretd    0.943011
SMB       0.010536
HML       0.014365
dtype: float64, 77886: const    -0.015391
vwretd   -0.148347
SMB       0.020428
HML      -0.012286
dtype: float64, 77887: const     0.017272
vwretd    1.010121
SMB       0.002726
HML      -0.000729
dtype: float64, 77888: const     0.085869
vwretd   -1.275929
SMB      -0.071583
HML      -0.061925
dtype: float64, 77889: const     0.003214
vwretd    0.470854
SMB       0.002603
HML       0.005328
dtype: float64, 77890: const     0.051254
vwretd   -0.797487
SMB      -0.012646
HML      -0.018342
dtype: float64, 77891: const     0.019653
vwretd    0.871460
SMB       0.006651
HML       0.014094
dtype: float64, 77892: const     0.012050
vwretd    0.850515
SMB       0.002799
HML      -0.006837
dtype: float64, 77893: const    -0.004797
vwretd    1.066457
SMB       0.019092
HML       0.001472
dtype: float64, 77894: const    -0.232965
vwretd    0.041944
SMB       0.441341
HML       0.222082
dtype: float64, 77895: const    -0.002510
vwretd    0.569719
SMB       0.002142
HML       0.001991
dtype: float64, 77896: const     0.024218
vwretd    2.330916
SMB       0.016529
HML      -0.016684
dtype: float64, 77897: const     0.000986
vwretd    1.409939
SMB       0.012812
HML       0.011543
dtype: float64, 77898: const    -0.006398
vwretd    0.844553
SMB       0.004172
HML       0.009686
dtype: float64, 77899: const    -0.038980
vwretd    0.534732
SMB       0.018399
HML      -0.004335
dtype: float64, 77900: const     0.001192
vwretd    0.661048
SMB       0.011230
HML       0.002227
dtype: float64, 77901: const    -0.055215
vwretd    3.701821
SMB       0.000834
HML       0.019456
dtype: float64, 77902: const     0.000550
vwretd    1.272191
SMB       0.004585
HML       0.005629
dtype: float64, 77903: const     0.031643
vwretd    0.684873
SMB       0.003117
HML       0.005144
dtype: float64, 77904: const    -0.005161
vwretd    0.563116
SMB      -0.000579
HML      -0.001151
dtype: float64, 77905: const     0.003875
vwretd    0.065417
SMB       0.000022
HML       0.001275
dtype: float64, 77906: const     0.017433
vwretd    0.728309
SMB       0.010087
HML       0.007734
dtype: float64, 77907: const     0.004151
vwretd    0.036553
SMB       0.000161
HML       0.000396
dtype: float64, 77908: const     0.004293
vwretd    0.056477
SMB       0.000020
HML       0.000718
dtype: float64, 77909: const     0.004076
vwretd    0.044280
SMB       0.000175
HML       0.000689
dtype: float64, 77910: const     0.002794
vwretd    0.100215
SMB      -0.000479
HML      -0.000656
dtype: float64, 77911: const    -0.004407
vwretd    0.446874
SMB       0.003839
HML       0.003728
dtype: float64, 77912: const    -0.092441
vwretd    1.139737
SMB      -0.017180
HML      -0.020364
dtype: float64, 77913: const    -0.005848
vwretd    0.796394
SMB       0.011465
HML      -0.000680
dtype: float64, 77914: const     0.016150
vwretd    0.621570
SMB       0.014655
HML      -0.002269
dtype: float64, 77915: const    -0.005538
vwretd    0.516702
SMB       0.003077
HML      -0.012570
dtype: float64, 77916: const     0.011411
vwretd    0.311980
SMB       0.000298
HML       0.001705
dtype: float64, 77917: const     0.004439
vwretd    1.509232
SMB       0.006047
HML       0.006286
dtype: float64, 77918: const     0.002763
vwretd    1.193422
SMB       0.007083
HML       0.003296
dtype: float64, 77919: const     0.046718
vwretd    1.437805
SMB       0.014618
HML      -0.045167
dtype: float64, 77920: const    -0.003636
vwretd    1.321589
SMB       0.002543
HML       0.004935
dtype: float64, 77921: const     0.003219
vwretd    0.188823
SMB      -0.000069
HML       0.002253
dtype: float64, 77922: const    -0.072327
vwretd    0.921587
SMB       0.005362
HML       0.006063
dtype: float64, 77923: const     0.001082
vwretd    0.286326
SMB      -0.002604
HML       0.002281
dtype: float64, 77924: const     0.007909
vwretd    0.324493
SMB       0.019180
HML       0.016064
dtype: float64, 77925: const     0.003925
vwretd    0.137814
SMB      -0.000289
HML      -0.000741
dtype: float64, 77926: const    -0.002110
vwretd    1.450562
SMB       0.002868
HML       0.006732
dtype: float64, 77927: const    -0.009463
vwretd    1.069801
SMB       0.011087
HML       0.009401
dtype: float64, 77928: const     0.003120
vwretd    0.734109
SMB       0.000388
HML       0.000369
dtype: float64, 77929: const     0.022032
vwretd    0.284558
SMB       0.000680
HML       0.006340
dtype: float64, 77930: const    -0.095831
vwretd    3.278422
SMB      -0.008733
HML      -0.009897
dtype: float64, 77931: const     0.019534
vwretd    1.658568
SMB       0.021742
HML      -0.027484
dtype: float64, 77932: const    -0.045146
vwretd    1.577767
SMB       0.013824
HML       0.010563
dtype: float64, 77933: const    -0.046769
vwretd    0.381019
SMB       0.019080
HML      -0.001420
dtype: float64, 77949: const     0.011000
vwretd   -0.700057
SMB       0.011406
HML       0.003154
dtype: float64, 77957: const     0.022594
vwretd    0.588041
SMB       0.010971
HML      -0.025634
dtype: float64, 77962: const     0.012620
vwretd    0.963261
SMB      -0.001380
HML       0.005406
dtype: float64, 77964: const     0.006451
vwretd    1.098766
SMB       0.011023
HML      -0.010236
dtype: float64, 77965: const    -0.002766
vwretd    0.379504
SMB       0.010625
HML       0.004338
dtype: float64, 77967: const    -0.017151
vwretd    2.484520
SMB       0.011374
HML       0.022186
dtype: float64, 77968: const    -0.047325
vwretd    1.093722
SMB       0.010840
HML       0.012265
dtype: float64, 77969: const    -0.007116
vwretd   -0.885560
SMB       0.025518
HML      -0.001975
dtype: float64, 77970: const     0.088673
vwretd   -5.495700
SMB       0.006063
HML       0.027419
dtype: float64, 77971: const     0.005738
vwretd    1.253423
SMB       0.005991
HML      -0.007098
dtype: float64, 77972: const    -0.008348
vwretd    1.887621
SMB       0.030362
HML       0.001475
dtype: float64, 77973: const    -0.001346
vwretd    0.357600
SMB       0.002855
HML       0.003474
dtype: float64, 77974: const     0.018970
vwretd    1.206634
SMB      -0.000604
HML       0.011582
dtype: float64, 77975: const    -0.015842
vwretd    0.541224
SMB       0.011897
HML       0.007223
dtype: float64, 77976: const     0.026581
vwretd    1.354492
SMB      -0.000955
HML      -0.011950
dtype: float64, 77977: const    -0.012117
vwretd    2.742525
SMB      -0.002531
HML       0.015580
dtype: float64, 77978: const    -0.034376
vwretd    1.071615
SMB       0.025232
HML       0.018922
dtype: float64, 77979: const     0.037940
vwretd   -0.267618
SMB      -0.020107
HML      -0.055350
dtype: float64, 77980: const     0.015626
vwretd    1.084099
SMB       0.005381
HML       0.009935
dtype: float64, 77981: const     0.008222
vwretd    0.194440
SMB       0.006233
HML       0.004950
dtype: float64, 77982: const     0.010544
vwretd    0.499182
SMB       0.010496
HML       0.003017
dtype: float64, 77983: const    -0.053106
vwretd    1.171771
SMB       0.010171
HML      -0.006908
dtype: float64, 77984: const     0.005956
vwretd    0.180974
SMB       0.003952
HML       0.003524
dtype: float64, 77985: const     0.000969
vwretd    0.254482
SMB       0.004005
HML      -0.007414
dtype: float64, 77986: const     0.025150
vwretd    0.001973
SMB       0.001514
HML       0.000377
dtype: float64, 77987: const     0.021084
vwretd    0.380441
SMB       0.017588
HML      -0.011408
dtype: float64, 77988: const    -0.031257
vwretd    0.604808
SMB       0.005055
HML       0.004880
dtype: float64, 77989: const    -0.008864
vwretd    1.706656
SMB       0.007875
HML       0.008732
dtype: float64, 77990: const     0.013053
vwretd    0.308197
SMB       0.007120
HML       0.003776
dtype: float64, 77991: const     0.010352
vwretd    2.296499
SMB       0.016814
HML       0.008737
dtype: float64, 77992: const    -0.005725
vwretd    0.759295
SMB       0.000535
HML       0.004959
dtype: float64, 77993: const     0.003922
vwretd    1.742952
SMB       0.025571
HML       0.006011
dtype: float64, 77995: const     0.001024
vwretd    0.674070
SMB       0.007581
HML      -0.004053
dtype: float64, 77997: const     0.002384
vwretd    0.136757
SMB       0.000878
HML       0.001346
dtype: float64, 77998: const     0.004086
vwretd    0.118433
SMB       0.000191
HML       0.001789
dtype: float64, 77999: const     0.003760
vwretd    0.017504
SMB       0.001534
HML       0.002943
dtype: float64, 78000: const    -0.024835
vwretd    6.027940
SMB       0.054186
HML      -0.022124
dtype: float64, 78001: const    -0.006427
vwretd    1.814219
SMB       0.005760
HML      -0.000564
dtype: float64, 78002: const    -0.003127
vwretd    1.047990
SMB       0.017728
HML      -0.000625
dtype: float64, 78003: const     0.010683
vwretd    1.926522
SMB       0.017112
HML       0.028002
dtype: float64, 78004: const     0.021151
vwretd    0.451871
SMB       0.009384
HML       0.008568
dtype: float64, 78005: const     0.013702
vwretd    0.514642
SMB       0.005326
HML       0.015150
dtype: float64, 78006: const    -0.027454
vwretd    2.280156
SMB      -0.017144
HML      -0.007412
dtype: float64, 78007: const    -0.057482
vwretd    0.032346
SMB       0.015707
HML      -0.002970
dtype: float64, 78008: const     0.007649
vwretd    1.594432
SMB       0.018097
HML       0.002381
dtype: float64, 78009: const     0.004152
vwretd    0.725621
SMB       0.002684
HML       0.011311
dtype: float64, 78010: const     0.012215
vwretd    0.281871
SMB       0.010263
HML       0.009766
dtype: float64, 78011: const     0.002897
vwretd    0.841792
SMB       0.001996
HML       0.005776
dtype: float64, 78012: const     0.000352
vwretd    0.972173
SMB       0.002083
HML      -0.000814
dtype: float64, 78013: const    -0.006428
vwretd    0.301928
SMB      -0.000863
HML       0.004564
dtype: float64, 78014: const     0.003825
vwretd    0.098459
SMB       0.000088
HML       0.001392
dtype: float64, 78015: const    -0.002302
vwretd    1.073526
SMB       0.003149
HML       0.006168
dtype: float64, 78016: const    -0.013128
vwretd    1.107419
SMB       0.004299
HML       0.010637
dtype: float64, 78018: const     0.006561
vwretd    1.755351
SMB       0.008574
HML       0.005892
dtype: float64, 78019: const    -0.034585
vwretd    4.677500
SMB       0.051305
HML       0.016028
dtype: float64, 78021: const    -0.038238
vwretd    1.718586
SMB       0.018643
HML       0.027392
dtype: float64, 78022: const     0.014940
vwretd    0.189983
SMB       0.021984
HML       0.000764
dtype: float64, 78023: const    -0.013101
vwretd    0.929092
SMB       0.016348
HML      -0.015972
dtype: float64, 78024: const     0.009250
vwretd    1.642090
SMB      -0.000874
HML       0.007037
dtype: float64, 78025: const     0.031733
vwretd    1.648058
SMB       0.011823
HML       0.010680
dtype: float64, 78026: const    -0.082126
vwretd    1.972766
SMB      -0.020770
HML      -0.024124
dtype: float64, 78027: const    -0.233689
vwretd   -2.844347
SMB       0.110202
HML      -0.001883
dtype: float64, 78028: const    -0.014642
vwretd    0.947091
SMB       0.013242
HML       0.002783
dtype: float64, 78029: const    -0.054625
vwretd    0.972413
SMB       0.017408
HML       0.012748
dtype: float64, 78030: const    -0.012988
vwretd    1.745746
SMB       0.052010
HML      -0.020510
dtype: float64, 78031: const     0.010310
vwretd    0.431518
SMB       0.007273
HML      -0.006779
dtype: float64, 78032: const    -0.008735
vwretd    1.209433
SMB       0.006382
HML      -0.008709
dtype: float64, 78033: const     0.010751
vwretd    0.466151
SMB       0.001934
HML       0.006181
dtype: float64, 78034: const     0.005454
vwretd    0.663890
SMB       0.000058
HML       0.005063
dtype: float64, 78035: const     0.011722
vwretd    0.691098
SMB       0.001659
HML       0.009243
dtype: float64, 78036: const    -0.007333
vwretd    0.839720
SMB       0.024625
HML       0.012328
dtype: float64, 78037: const     0.002424
vwretd    0.734647
SMB       0.001894
HML       0.004119
dtype: float64, 78038: const     0.001797
vwretd    1.663090
SMB       0.002939
HML       0.018621
dtype: float64, 78039: const     0.004584
vwretd    0.911324
SMB      -0.000622
HML       0.003397
dtype: float64, 78040: const     0.003940
vwretd    0.174324
SMB       0.000554
HML       0.001354
dtype: float64, 78041: const    -0.039204
vwretd    1.264327
SMB       0.019432
HML       0.021822
dtype: float64, 78042: const     0.000548
vwretd    0.472032
SMB       0.006664
HML       0.007068
dtype: float64, 78043: const     0.032099
vwretd    0.198958
SMB       0.018038
HML      -0.016591
dtype: float64, 78044: const     0.000479
vwretd    1.072662
SMB       0.011290
HML       0.011502
dtype: float64, 78045: const     0.000614
vwretd    1.215615
SMB       0.006667
HML       0.007482
dtype: float64, 78048: const     0.022264
vwretd    1.047907
SMB      -0.009694
HML       0.006699
dtype: float64, 78049: const     0.008821
vwretd    0.658040
SMB       0.007043
HML       0.006304
dtype: float64, 78050: const     0.022218
vwretd    1.730202
SMB       0.008241
HML      -0.007005
dtype: float64, 78051: const     0.039871
vwretd    0.122582
SMB       0.012032
HML      -0.003809
dtype: float64, 78052: const     0.050272
vwretd    9.650622
SMB      -0.144851
HML      -0.084321
dtype: float64, 78053: const    -0.014271
vwretd    4.733593
SMB       0.072914
HML       0.016955
dtype: float64, 78054: const     0.001293
vwretd    0.861640
SMB       0.006845
HML      -0.000331
dtype: float64, 78055: const    -0.077720
vwretd    0.813697
SMB       0.046528
HML       0.026911
dtype: float64, 78056: const     0.004063
vwretd    0.123869
SMB      -0.000408
HML      -0.000145
dtype: float64, 78057: const     0.005003
vwretd    0.072154
SMB      -0.000106
HML      -0.000217
dtype: float64, 78058: const    -0.005569
vwretd    0.634382
SMB      -0.000764
HML       0.007054
dtype: float64, 78059: const     0.003781
vwretd    0.113811
SMB      -0.000370
HML      -0.000112
dtype: float64, 78060: const     0.004824
vwretd    0.065575
SMB       0.000314
HML       0.000475
dtype: float64, 78061: const     0.003717
vwretd    0.139234
SMB      -0.000249
HML      -0.000742
dtype: float64, 78062: const     0.015542
vwretd    1.221606
SMB       0.016758
HML       0.006675
dtype: float64, 78063: const    -0.025348
vwretd    0.728885
SMB       0.020066
HML       0.008351
dtype: float64, 78064: const    -0.020267
vwretd   -0.249619
SMB       0.000285
HML      -0.009436
dtype: float64, 78065: const     0.006733
vwretd    1.193970
SMB       0.004641
HML       0.005373
dtype: float64, 78066: const    -0.016622
vwretd    1.059063
SMB       0.012798
HML      -0.001577
dtype: float64, 78067: const     0.046853
vwretd    0.149390
SMB      -0.002022
HML       0.029188
dtype: float64, 78068: const    -0.002568
vwretd    0.757722
SMB       0.005023
HML       0.006162
dtype: float64, 78069: const    -0.050328
vwretd    1.108003
SMB      -0.023109
HML      -0.013360
dtype: float64, 78070: const    -0.167601
vwretd    5.236771
SMB       0.056960
HML       0.005296
dtype: float64, 78071: const    -0.000654
vwretd    1.554255
SMB       0.027392
HML       0.005465
dtype: float64, 78072: const     0.015445
vwretd    0.147392
SMB       0.001000
HML       0.005705
dtype: float64, 78073: const    -0.000782
vwretd    1.130443
SMB       0.020126
HML      -0.002562
dtype: float64, 78074: const    -0.047137
vwretd    2.141030
SMB       0.017239
HML       0.018959
dtype: float64, 78075: const    -0.008648
vwretd    0.700070
SMB       0.006598
HML       0.011603
dtype: float64, 78077: const     0.001882
vwretd    1.004220
SMB       0.004672
HML       0.005316
dtype: float64, 78078: const    -0.082510
vwretd    2.133386
SMB       0.044483
HML       0.021867
dtype: float64, 78079: const     0.011940
vwretd    0.349548
SMB       0.009054
HML       0.000396
dtype: float64, 78080: const    -0.043733
vwretd    3.128548
SMB       0.018105
HML      -0.044110
dtype: float64, 78081: const     0.002796
vwretd    1.193057
SMB       0.017953
HML      -0.004686
dtype: float64, 78082: const     0.001197
vwretd    0.819971
SMB       0.001841
HML       0.005983
dtype: float64, 78083: const     0.020040
vwretd    1.748428
SMB       0.003243
HML      -0.005880
dtype: float64, 78084: const     0.004723
vwretd    0.061265
SMB       0.000371
HML       0.001295
dtype: float64, 78085: const    -0.005409
vwretd    0.883019
SMB       0.016230
HML      -0.009239
dtype: float64, 78086: const     0.002803
vwretd    0.141350
SMB       0.000403
HML       0.002528
dtype: float64, 78087: const    -0.012037
vwretd    1.054497
SMB       0.019076
HML       0.010549
dtype: float64, 78088: const     0.005769
vwretd    0.075093
SMB      -0.000206
HML       0.000873
dtype: float64, 78089: const     0.005332
vwretd    0.631222
SMB       0.004234
HML       0.007094
dtype: float64, 78090: const    -0.003049
vwretd    1.099345
SMB       0.005774
HML       0.007078
dtype: float64, 78091: const    -0.014657
vwretd    0.811139
SMB       0.007326
HML      -0.006301
dtype: float64, 78093: const     0.003664
vwretd    0.109624
SMB       0.000447
HML       0.001931
dtype: float64, 78094: const     0.003751
vwretd    0.043924
SMB       0.000149
HML       0.001017
dtype: float64, 78095: const     0.013561
vwretd    0.543884
SMB       0.017163
HML       0.001906
dtype: float64, 78096: const    -0.034604
vwretd    1.743217
SMB       0.044611
HML       0.030768
dtype: float64, 78097: const    -0.004865
vwretd    2.325155
SMB       0.014657
HML       0.011631
dtype: float64, 78098: const    -0.129357
vwretd   -1.362303
SMB       0.030035
HML      -0.005525
dtype: float64, 78099: const     0.005716
vwretd    0.940226
SMB      -0.032509
HML      -0.125662
dtype: float64, 78100: const     0.035252
vwretd    0.673429
SMB       0.012532
HML       0.004125
dtype: float64, 78101: const     0.018611
vwretd    1.129433
SMB       0.012465
HML      -0.017288
dtype: float64, 78102: const    -0.002414
vwretd    1.419585
SMB       0.006794
HML       0.014731
dtype: float64, 78103: const    -0.009280
vwretd    1.642125
SMB       0.009946
HML      -0.003793
dtype: float64, 78104: const     0.051430
vwretd    0.198168
SMB      -0.025374
HML      -0.001643
dtype: float64, 78105: const    -0.072424
vwretd    3.594438
SMB       0.002576
HML       0.025228
dtype: float64, 78106: const     0.017845
vwretd    2.113650
SMB       0.011579
HML      -0.008143
dtype: float64, 78107: const     0.003182
vwretd    0.127840
SMB      -0.000842
HML      -0.000084
dtype: float64, 78108: const    -0.010912
vwretd    0.252525
SMB       0.004780
HML       0.008410
dtype: float64, 78109: const     0.005663
vwretd    0.049246
SMB       0.000329
HML       0.000613
dtype: float64, 78110: const     0.002057
vwretd    0.207719
SMB       0.000605
HML       0.003031
dtype: float64, 78111: const     0.008582
vwretd    1.213638
SMB      -0.027383
HML      -0.015685
dtype: float64, 78112: const     0.006785
vwretd    0.916405
SMB       0.006023
HML       0.006274
dtype: float64, 78113: const    -0.015804
vwretd    0.817614
SMB       0.008037
HML       0.010823
dtype: float64, 78114: const    -0.129238
vwretd    3.343867
SMB       0.067809
HML      -0.034399
dtype: float64, 78116: const     0.009300
vwretd    1.336712
SMB       0.017383
HML      -0.002734
dtype: float64, 78117: const    -0.006949
vwretd    0.680598
SMB       0.005552
HML       0.011721
dtype: float64, 78119: const    -0.001487
vwretd    0.913577
SMB       0.003199
HML       0.006709
dtype: float64, 78120: const     0.010713
vwretd    2.739902
SMB      -0.003695
HML      -0.003574
dtype: float64, 78121: const    -0.002033
vwretd    1.104007
SMB       0.012410
HML       0.008652
dtype: float64, 78122: const    -0.057809
vwretd   -0.000244
SMB      -0.059474
HML      -0.007378
dtype: float64, 78123: const    -0.005426
vwretd    0.389495
SMB       0.002926
HML      -0.000498
dtype: float64, 78124: const     0.124296
vwretd   -0.000808
SMB       0.046927
HML      -0.026485
dtype: float64, 78131: const    -0.058839
vwretd    3.875090
SMB      -0.053147
HML      -0.055415
dtype: float64, 78132: const    -0.013618
vwretd   -0.008895
SMB       0.009035
HML      -0.005548
dtype: float64, 78133: const     0.021318
vwretd    0.506340
SMB      -0.000891
HML       0.009589
dtype: float64, 78134: const     0.045299
vwretd    1.353770
SMB       0.071299
HML       0.000319
dtype: float64, 78135: const     0.020472
vwretd    1.104123
SMB       0.010953
HML       0.004763
dtype: float64, 78136: const    -0.036529
vwretd    0.280183
SMB       0.016950
HML       0.010943
dtype: float64, 78137: const     0.001012
vwretd    0.854867
SMB       0.005191
HML       0.005355
dtype: float64, 78139: const     0.002611
vwretd    1.616102
SMB       0.004176
HML      -0.005893
dtype: float64, 78140: const     0.006343
vwretd    1.948741
SMB       0.005444
HML      -0.001402
dtype: float64, 78145: const    -0.005928
vwretd    3.056441
SMB       0.008636
HML      -0.008451
dtype: float64, 78146: const     0.005065
vwretd    2.237351
SMB      -0.000683
HML      -0.011160
dtype: float64, 78147: const    -0.000136
vwretd    1.325350
SMB       0.014907
HML       0.007965
dtype: float64, 78148: const    -0.046822
vwretd   -0.036343
SMB      -0.005585
HML       0.000120
dtype: float64, 78150: const    -0.022190
vwretd    0.450680
SMB      -0.000378
HML      -0.004592
dtype: float64, 78151: const     0.009853
vwretd    0.966576
SMB       0.002636
HML       0.012530
dtype: float64, 78152: const    -0.008328
vwretd    1.384444
SMB       0.013300
HML       0.007444
dtype: float64, 78154: const    -0.030672
vwretd    0.011965
SMB       0.021772
HML      -0.002709
dtype: float64, 78155: const    -0.002640
vwretd    0.550996
SMB       0.009980
HML       0.012216
dtype: float64, 78156: const     0.011364
vwretd    0.518068
SMB       0.007698
HML      -0.002339
dtype: float64, 78157: const     0.005467
vwretd    0.957449
SMB       0.011642
HML       0.001634
dtype: float64, 78158: const     0.023674
vwretd    0.937537
SMB      -0.007124
HML       0.008839
dtype: float64, 78159: const     0.091348
vwretd    1.023085
SMB      -0.025000
HML      -0.005352
dtype: float64, 78161: const     0.059135
vwretd   -0.813068
SMB       0.040624
HML      -0.014535
dtype: float64, 78163: const    -0.069996
vwretd    0.727415
SMB      -0.026546
HML       0.007214
dtype: float64, 78164: const    -0.072648
vwretd   -0.954749
SMB       0.065182
HML       0.056314
dtype: float64, 78165: const     0.017597
vwretd    1.417666
SMB       0.014842
HML       0.022029
dtype: float64, 78166: const     0.036021
vwretd    1.713496
SMB      -0.006263
HML      -0.032223
dtype: float64, 78167: const     0.030813
vwretd    0.451404
SMB       0.012409
HML       0.006663
dtype: float64, 78168: const     0.017525
vwretd    1.132114
SMB       0.029763
HML      -0.013485
dtype: float64, 78170: const     0.004934
vwretd    2.034135
SMB       0.014557
HML       0.016186
dtype: float64, 78171: const    -0.001086
vwretd    0.395457
SMB       0.016034
HML       0.001330
dtype: float64, 78172: const    -0.005672
vwretd    1.218124
SMB       0.011278
HML       0.000429
dtype: float64, 78175: const     0.000188
vwretd    0.371387
SMB       0.023899
HML      -0.017733
dtype: float64, 78176: const    -0.028272
vwretd    1.213034
SMB       0.019095
HML       0.006526
dtype: float64, 78177: const    -0.035977
vwretd    0.639951
SMB       0.012811
HML       0.013287
dtype: float64, 78179: const     0.012039
vwretd    2.239647
SMB       0.033002
HML      -0.013530
dtype: float64, 78180: const     0.008453
vwretd    1.240566
SMB       0.011606
HML      -0.011818
dtype: float64, 78184: const    -0.033204
vwretd    2.542438
SMB       0.005950
HML       0.027721
dtype: float64, 78186: const    -0.014454
vwretd    1.380079
SMB       0.006238
HML       0.011559
dtype: float64, 78187: const    -0.007544
vwretd    3.888134
SMB       0.015024
HML      -0.010238
dtype: float64, 78188: const     0.023372
vwretd   -2.312035
SMB      -0.014356
HML      -0.023073
dtype: float64, 78189: const    -0.004595
vwretd    1.016332
SMB      -0.000301
HML       0.002746
dtype: float64, 78191: const     0.075675
vwretd   -0.534366
SMB      -0.001015
HML      -0.003232
dtype: float64, 78192: const     0.037968
vwretd    1.545588
SMB      -0.045240
HML      -0.019577
dtype: float64, 78193: const     0.011786
vwretd    0.649317
SMB       0.028132
HML       0.001595
dtype: float64, 78194: const    -0.047712
vwretd    0.239910
SMB       0.013553
HML      -0.007534
dtype: float64, 78195: const     0.006437
vwretd    0.267207
SMB       0.002153
HML       0.001329
dtype: float64, 78197: const     0.004904
vwretd    0.759761
SMB       0.005443
HML       0.006795
dtype: float64, 78198: const    -0.019124
vwretd    0.729852
SMB       0.007316
HML       0.005452
dtype: float64, 78200: const     0.008865
vwretd    1.027843
SMB       0.007579
HML       0.007096
dtype: float64, 78201: const     0.002299
vwretd    1.704075
SMB       0.012404
HML      -0.010515
dtype: float64, 78202: const    -0.066334
vwretd    3.235370
SMB      -0.013950
HML       0.051978
dtype: float64, 78203: const    -0.011337
vwretd    2.053381
SMB       0.006474
HML       0.033176
dtype: float64, 78204: const     0.026230
vwretd   -0.064467
SMB       0.007862
HML      -0.011673
dtype: float64, 78207: const     0.020270
vwretd    0.183121
SMB      -0.002286
HML      -0.005004
dtype: float64, 78208: const    -0.002991
vwretd    1.709285
SMB       0.008114
HML      -0.001819
dtype: float64, 78209: const     0.002945
vwretd    1.230725
SMB       0.005838
HML       0.005867
dtype: float64, 78210: const     0.009946
vwretd    0.477102
SMB       0.011432
HML       0.001223
dtype: float64, 78211: const     0.013383
vwretd    0.791002
SMB      -0.004821
HML       0.007237
dtype: float64, 78212: const     0.006997
vwretd    0.391408
SMB       0.004886
HML       0.001537
dtype: float64, 78213: const     0.004575
vwretd    0.565558
SMB       0.015753
HML      -0.002208
dtype: float64, 78214: const     0.013820
vwretd    0.520379
SMB       0.011254
HML      -0.009385
dtype: float64, 78215: const     0.026172
vwretd    1.145827
SMB       0.009636
HML      -0.001752
dtype: float64, 78216: const    -0.002343
vwretd    0.497654
SMB       0.005315
HML      -0.000292
dtype: float64, 78217: const     0.000455
vwretd    0.563649
SMB       0.016027
HML       0.008832
dtype: float64, 78219: const    -0.001564
vwretd    1.283849
SMB       0.027558
HML      -0.002640
dtype: float64, 78220: const    -0.020851
vwretd    2.585980
SMB       0.017722
HML       0.011181
dtype: float64, 78221: const    -0.005881
vwretd    1.318805
SMB       0.014414
HML      -0.003829
dtype: float64, 78222: const    -0.000344
vwretd    1.753338
SMB       0.008639
HML       0.009013
dtype: float64, 78223: const     0.009944
vwretd    0.296397
SMB       0.005872
HML       0.000294
dtype: float64, 78225: const    -0.049238
vwretd    1.809736
SMB       0.033194
HML       0.037575
dtype: float64, 78226: const    -0.008735
vwretd    1.324818
SMB      -0.102231
HML      -0.003669
dtype: float64, 78227: const    -0.018842
vwretd    0.925918
SMB       0.029004
HML       0.010336
dtype: float64, 78229: const     0.007273
vwretd    0.707864
SMB       0.017608
HML      -0.011957
dtype: float64, 78230: const    -0.058874
vwretd    1.360828
SMB       0.023457
HML       0.026234
dtype: float64, 78231: const     0.014210
vwretd    0.774880
SMB       0.005742
HML       0.003368
dtype: float64, 78232: const    -0.133703
vwretd    2.386447
SMB       0.056098
HML       0.023095
dtype: float64, 78233: const    -0.030817
vwretd   -1.062148
SMB       0.046146
HML      -0.088784
dtype: float64, 78234: const    -0.123265
vwretd    2.462992
SMB      -0.013329
HML       0.020223
dtype: float64, 78235: const    -0.083905
vwretd    1.158392
SMB       0.018804
HML       0.015383
dtype: float64, 78236: const    -0.007867
vwretd    1.081916
SMB       0.006334
HML      -0.001639
dtype: float64, 78239: const     0.008034
vwretd    0.291961
SMB       0.000886
HML       0.002699
dtype: float64, 78240: const    -0.026588
vwretd    0.721605
SMB       0.012439
HML       0.017923
dtype: float64, 78242: const     0.017921
vwretd    0.972430
SMB       0.000517
HML       0.003414
dtype: float64, 78243: const    -0.024617
vwretd    0.508431
SMB       0.004256
HML       0.006067
dtype: float64, 78244: const     0.125605
vwretd   -7.745014
SMB      -0.019308
HML      -0.071938
dtype: float64, 78246: const    -0.006114
vwretd   -2.814697
SMB      -0.005603
HML      -0.024369
dtype: float64, 78247: const    -0.028722
vwretd   -0.218544
SMB       0.003893
HML      -0.000984
dtype: float64, 78248: const     0.022484
vwretd    1.308778
SMB       0.006901
HML       0.005921
dtype: float64, 78249: const    -0.015619
vwretd    0.259358
SMB       0.034591
HML       0.029669
dtype: float64, 78250: const    -0.090552
vwretd    5.865521
SMB       0.061631
HML       0.018925
dtype: float64, 78252: const     0.026422
vwretd   -0.867451
SMB       0.000277
HML      -0.019538
dtype: float64, 78254: const    -0.077858
vwretd   -1.405197
SMB       0.061467
HML       0.036843
dtype: float64, 78255: const     0.005096
vwretd    0.507822
SMB       0.000785
HML       0.004636
dtype: float64, 78257: const    -0.030245
vwretd    0.508373
SMB       0.019139
HML       0.011319
dtype: float64, 78258: const     0.091939
vwretd   -0.184478
SMB       0.099569
HML       0.012634
dtype: float64, 78259: const    -0.022605
vwretd   -0.343976
SMB       0.023502
HML      -0.012109
dtype: float64, 78261: const    -0.063395
vwretd    1.980414
SMB      -0.017231
HML       0.030253
dtype: float64, 78263: const    -0.004713
vwretd    0.987075
SMB       0.001660
HML       0.007939
dtype: float64, 78264: const    -0.052928
vwretd   -0.048599
SMB      -0.012796
HML      -0.002727
dtype: float64, 78265: const    -0.028522
vwretd    1.149738
SMB       0.008909
HML       0.000792
dtype: float64, 78268: const     0.024471
vwretd    0.960687
SMB       0.031749
HML      -0.001942
dtype: float64, 78269: const    -0.031044
vwretd    0.604705
SMB       0.027417
HML       0.004758
dtype: float64, 78270: const     0.009103
vwretd    0.570842
SMB       0.042164
HML      -0.014192
dtype: float64, 78271: const     0.001194
vwretd    0.450149
SMB       0.017705
HML       0.007404
dtype: float64, 78272: const     0.023469
vwretd    0.534844
SMB       0.002655
HML       0.009036
dtype: float64, 78274: const    -0.091967
vwretd   -0.243370
SMB      -0.003476
HML       0.009105
dtype: float64, 78277: const    -0.025509
vwretd    1.382444
SMB       0.021102
HML       0.012406
dtype: float64, 78280: const    -0.018381
vwretd    1.977003
SMB       0.019875
HML      -0.006854
dtype: float64, 78283: const     0.013261
vwretd    1.035881
SMB       0.017832
HML       0.000474
dtype: float64, 78287: const     0.290367
vwretd    9.261430
SMB      -0.039498
HML      -0.067957
dtype: float64, 78288: const    -0.170207
vwretd   -0.002787
SMB      -0.019457
HML       0.015693
dtype: float64, 78289: const     0.026949
vwretd    0.853686
SMB       0.013036
HML       0.003655
dtype: float64, 78290: const    -0.004151
vwretd   -0.042868
SMB       0.014841
HML      -0.009173
dtype: float64, 78291: const     0.140581
vwretd   -3.323814
SMB       0.107908
HML       0.003197
dtype: float64, 78293: const    -0.113932
vwretd    0.625588
SMB      -0.037026
HML       0.007131
dtype: float64, 78294: const    -0.052678
vwretd    0.293816
SMB       0.026416
HML       0.027435
dtype: float64, 78295: const    -0.051707
vwretd    0.882043
SMB       0.022566
HML       0.020747
dtype: float64, 78297: const    -0.082268
vwretd    0.525020
SMB       0.058013
HML       0.046377
dtype: float64, 78298: const    -0.003442
vwretd    0.752979
SMB       0.009373
HML       0.003550
dtype: float64, 78299: const     0.033825
vwretd    1.457344
SMB       0.087504
HML       0.006287
dtype: float64, 78300: const    -0.004016
vwretd    1.025952
SMB       0.023999
HML       0.018069
dtype: float64, 78301: const    -0.015452
vwretd    0.150398
SMB       0.004118
HML       0.006176
dtype: float64, 78302: const     0.041496
vwretd    0.321124
SMB       0.035470
HML       0.023643
dtype: float64, 78303: const    -0.018779
vwretd    0.706701
SMB       0.016327
HML       0.007633
dtype: float64, 78304: const    -0.016004
vwretd   -2.139199
SMB       0.039755
HML       0.006936
dtype: float64, 78305: const    -0.127542
vwretd    0.514005
SMB      -0.015436
HML       0.015166
dtype: float64, 78307: const     0.015394
vwretd    0.654823
SMB       0.006585
HML       0.000117
dtype: float64, 78308: const     0.020973
vwretd    0.077288
SMB       0.018486
HML       0.010104
dtype: float64, 78309: const     0.002349
vwretd    0.473867
SMB       0.000064
HML       0.001468
dtype: float64, 78311: const    -0.019885
vwretd   -0.946389
SMB      -0.034151
HML      -0.010282
dtype: float64, 78313: const    -0.105492
vwretd    2.341926
SMB      -0.012723
HML       0.042309
dtype: float64, 78315: const    -0.075811
vwretd   -2.552223
SMB       0.010103
HML      -0.003707
dtype: float64, 78316: const     0.008253
vwretd    0.802395
SMB       0.032039
HML       0.014792
dtype: float64, 78318: const     0.028436
vwretd   -0.129823
SMB       0.013389
HML      -0.000790
dtype: float64, 78319: const     0.008450
vwretd    0.565872
SMB       0.004238
HML       0.002201
dtype: float64, 78320: const    -0.231472
vwretd    4.509308
SMB      -0.136073
HML       0.046411
dtype: float64, 78321: const    -0.011907
vwretd    2.061611
SMB      -0.007490
HML       0.027530
dtype: float64, 78322: const     0.001442
vwretd    0.115304
SMB       0.017823
HML       0.004622
dtype: float64, 78323: const     0.004542
vwretd    0.504901
SMB       0.005982
HML       0.010761
dtype: float64, 78325: const    -0.076149
vwretd    0.293352
SMB       0.002091
HML       0.002682
dtype: float64, 78327: const    -0.066522
vwretd    0.746065
SMB       0.005760
HML       0.010028
dtype: float64, 78329: const    -0.049024
vwretd    0.320828
SMB       0.006717
HML      -0.004603
dtype: float64, 78332: const     0.021607
vwretd    0.005733
SMB       0.039925
HML      -0.012518
dtype: float64, 78333: const    -0.013649
vwretd    0.877272
SMB       0.045360
HML       0.014143
dtype: float64, 78334: const    -0.028270
vwretd    1.215052
SMB       0.003715
HML       0.004659
dtype: float64, 78335: const     0.007513
vwretd    2.463810
SMB       0.001378
HML       0.015444
dtype: float64, 78336: const     0.001945
vwretd    0.682503
SMB       0.004004
HML       0.002093
dtype: float64, 78337: const     0.013723
vwretd    0.898035
SMB       0.012042
HML       0.004897
dtype: float64, 78338: const    -0.034437
vwretd    0.699202
SMB       0.026167
HML       0.010161
dtype: float64, 78340: const    -0.064303
vwretd    3.782179
SMB      -0.006817
HML       0.018838
dtype: float64, 78341: const     0.086709
vwretd   -1.301683
SMB       0.066074
HML      -0.038289
dtype: float64, 78342: const     0.011603
vwretd    0.013499
SMB       0.009789
HML       0.003387
dtype: float64, 78343: const     0.025805
vwretd   -0.297933
SMB       0.011552
HML      -0.005462
dtype: float64, 78344: const     0.012967
vwretd   -1.139035
SMB      -0.010643
HML      -0.010216
dtype: float64, 78345: const    -0.035211
vwretd    0.866254
SMB       0.000153
HML       0.003465
dtype: float64, 78346: const    -0.127604
vwretd    1.746916
SMB      -0.023906
HML       0.007442
dtype: float64, 78348: const    -0.009901
vwretd   -0.216467
SMB      -0.023748
HML      -0.001348
dtype: float64, 78349: const    -0.006423
vwretd    1.664234
SMB       0.008116
HML       0.007069
dtype: float64, 78350: const     0.007480
vwretd    0.698773
SMB      -0.000368
HML       0.010136
dtype: float64, 78351: const    -0.077784
vwretd    0.226933
SMB       0.010208
HML       0.010889
dtype: float64, 78354: const     0.092882
vwretd   -3.918610
SMB       0.005379
HML      -0.055210
dtype: float64, 78355: const    -0.119637
vwretd    1.111315
SMB       0.023460
HML       0.018012
dtype: float64, 78356: const    -0.087659
vwretd    1.255288
SMB      -0.006011
HML       0.006103
dtype: float64, 78358: const    -0.070821
vwretd    0.447984
SMB       0.037424
HML       0.023538
dtype: float64, 78360: const    -0.038013
vwretd    1.010501
SMB       0.026176
HML       0.024834
dtype: float64, 78361: const     0.002132
vwretd    1.083613
SMB       0.006757
HML      -0.004449
dtype: float64, 78362: const    -0.086627
vwretd    0.892033
SMB       0.028345
HML       0.014429
dtype: float64, 78363: const    -0.008830
vwretd    0.596291
SMB       0.027999
HML       0.010053
dtype: float64, 78364: const    -0.034232
vwretd   -0.770120
SMB      -0.009346
HML       0.002958
dtype: float64, 78365: const    -0.000596
vwretd    0.623524
SMB       0.030525
HML       0.031016
dtype: float64, 78366: const    -0.191950
vwretd    3.959581
SMB       0.006950
HML       0.043266
dtype: float64, 78369: const    -0.100716
vwretd    0.523335
SMB       0.017849
HML       0.015949
dtype: float64, 78371: const    -0.115511
vwretd    3.870301
SMB       0.019335
HML       0.048246
dtype: float64, 78373: const    -0.024900
vwretd    0.096390
SMB       0.024429
HML       0.016589
dtype: float64, 78374: const    -0.016853
vwretd    0.437327
SMB       0.018740
HML       0.011317
dtype: float64, 78375: const    -0.023799
vwretd    0.308760
SMB       0.020000
HML       0.014475
dtype: float64, 78377: const    -0.026905
vwretd    0.812705
SMB       0.003632
HML       0.013691
dtype: float64, 78379: const    -0.032434
vwretd    0.862417
SMB       0.034467
HML       0.032620
dtype: float64, 78380: const      0.369909
vwretd   -24.857668
SMB       -0.052260
HML       -0.112426
dtype: float64, 78381: const    -0.095400
vwretd    3.743211
SMB      -0.001379
HML       0.075987
dtype: float64, 78383: const    -0.000707
vwretd    0.780854
SMB       0.005859
HML       0.016890
dtype: float64, 78384: const    -0.061590
vwretd    0.946053
SMB       0.027514
HML       0.032477
dtype: float64, 78386: const    -0.067307
vwretd    1.208007
SMB       0.026465
HML       0.017278
dtype: float64, 78387: const     0.026161
vwretd    0.373829
SMB       0.021164
HML      -0.006458
dtype: float64, 78388: const     0.008539
vwretd    0.331288
SMB       0.001770
HML      -0.000088
dtype: float64, 78389: const     0.000135
vwretd    0.811024
SMB       0.034487
HML       0.010783
dtype: float64, 78391: const    -0.020616
vwretd    1.631332
SMB       0.010711
HML       0.019594
dtype: float64, 78392: const    -0.107320
vwretd    1.639372
SMB       0.003599
HML       0.017275
dtype: float64, 78393: const    -0.058032
vwretd    1.513137
SMB      -0.005339
HML       0.011491
dtype: float64, 78394: const     0.024977
vwretd    0.806315
SMB       0.014906
HML      -0.003742
dtype: float64, 78395: const     0.005993
vwretd    0.635414
SMB       0.009442
HML       0.010242
dtype: float64, 78396: const    -0.014324
vwretd   -1.503800
SMB      -0.023310
HML      -0.021342
dtype: float64, 78398: const    -0.125209
vwretd   -0.631114
SMB      -0.043463
HML       0.008180
dtype: float64, 78399: const    -0.066975
vwretd    0.355610
SMB       0.017471
HML      -0.000699
dtype: float64, 78400: const    -0.020886
vwretd    1.301477
SMB       0.006707
HML       0.014883
dtype: float64, 78401: const     0.004641
vwretd   -0.000302
SMB       0.048337
HML       0.012962
dtype: float64, 78403: const    -0.121725
vwretd    1.332154
SMB      -0.027215
HML       0.006136
dtype: float64, 78404: const    -0.009732
vwretd    1.205187
SMB       0.019610
HML       0.014261
dtype: float64, 78405: const     0.006296
vwretd    1.041811
SMB      -0.000708
HML      -0.002166
dtype: float64, 78406: const    -0.044682
vwretd    1.378071
SMB       0.040157
HML       0.048872
dtype: float64, 78407: const     0.000793
vwretd    0.935611
SMB       0.010214
HML       0.008634
dtype: float64, 78408: const     0.022118
vwretd    0.127350
SMB       0.031020
HML       0.011710
dtype: float64, 78410: const    -0.057613
vwretd    2.460254
SMB      -0.026202
HML       0.037305
dtype: float64, 78411: const     0.009211
vwretd    0.583145
SMB       0.005975
HML       0.003574
dtype: float64, 78412: const     0.041055
vwretd    0.176417
SMB      -0.017818
HML      -0.019917
dtype: float64, 78413: const    -0.054829
vwretd    1.195159
SMB       0.008594
HML       0.020928
dtype: float64, 78414: const    -0.020585
vwretd    1.287657
SMB       0.015160
HML       0.027339
dtype: float64, 78415: const    -0.057093
vwretd    1.804928
SMB       0.044793
HML       0.030292
dtype: float64, 78416: const    -0.029644
vwretd   -0.177024
SMB       0.003150
HML       0.010767
dtype: float64, 78417: const    -0.041187
vwretd    0.691307
SMB       0.046252
HML       0.031724
dtype: float64, 78418: const     0.014871
vwretd    1.052495
SMB       0.013786
HML       0.002067
dtype: float64, 78419: const    -0.063304
vwretd    1.551412
SMB       0.020884
HML       0.001685
dtype: float64, 78420: const    -0.080637
vwretd    0.890594
SMB      -0.021789
HML      -0.000838
dtype: float64, 78421: const    -0.033930
vwretd    6.022855
SMB       0.058509
HML       0.019746
dtype: float64, 78422: const    -0.055411
vwretd   -0.327458
SMB       0.048208
HML       0.005497
dtype: float64, 78425: const    -0.010461
vwretd    1.501233
SMB       0.015529
HML       0.003099
dtype: float64, 78426: const    -0.038796
vwretd    0.966371
SMB       0.037645
HML       0.007446
dtype: float64, 78428: const    -0.023161
vwretd    1.175155
SMB       0.007962
HML       0.002368
dtype: float64, 78429: const    -0.033717
vwretd    2.031943
SMB       0.006687
HML       0.000931
dtype: float64, 78431: const    -0.009338
vwretd   -1.026997
SMB       0.022927
HML      -0.004514
dtype: float64, 78432: const    -0.000100
vwretd    1.226654
SMB       0.004974
HML      -0.004694
dtype: float64, 78433: const     0.048130
vwretd   -2.130245
SMB       0.045808
HML      -0.011195
dtype: float64, 78434: const    -0.060383
vwretd    2.539000
SMB       0.055897
HML       0.022499
dtype: float64, 78435: const     0.014327
vwretd   -3.226514
SMB       0.013666
HML      -0.043254
dtype: float64, 78436: const    -0.000948
vwretd    1.304731
SMB       0.000711
HML       0.003333
dtype: float64, 78437: const    -0.043099
vwretd    2.548033
SMB       0.004524
HML      -0.009982
dtype: float64, 78438: const    -0.070312
vwretd    3.489174
SMB      -0.065547
HML      -0.004478
dtype: float64, 78439: const    -0.048385
vwretd   -0.567041
SMB      -0.011533
HML       0.009853
dtype: float64, 78441: const    -0.001488
vwretd   -0.123225
SMB       0.013539
HML       0.007285
dtype: float64, 78442: const    -0.049656
vwretd    2.492943
SMB       0.089909
HML       0.031430
dtype: float64, 78443: const     0.017026
vwretd    0.966215
SMB      -0.002650
HML      -0.001393
dtype: float64, 78444: const    -0.023492
vwretd    2.573669
SMB      -0.014810
HML      -0.010028
dtype: float64, 78446: const    -0.049240
vwretd    2.200805
SMB      -0.029217
HML      -0.003698
dtype: float64, 78447: const     0.006573
vwretd    0.708948
SMB       0.007164
HML       0.002432
dtype: float64, 78448: const     0.002283
vwretd    1.625017
SMB       0.006259
HML      -0.001572
dtype: float64, 78449: const    -0.086784
vwretd    1.932774
SMB       0.008046
HML       0.013697
dtype: float64, 78450: const     0.026786
vwretd    1.327026
SMB       0.010701
HML       0.010362
dtype: float64, 78451: const    -0.000647
vwretd    1.275084
SMB       0.006508
HML       0.007749
dtype: float64, 78452: const     0.007651
vwretd    0.867397
SMB       0.016250
HML       0.003231
dtype: float64, 78453: const     0.011108
vwretd    2.386833
SMB      -0.034182
HML      -0.005525
dtype: float64, 78454: const    -0.018708
vwretd    1.045473
SMB       0.020926
HML       0.010383
dtype: float64, 78455: const    -0.039626
vwretd   -0.311210
SMB       0.058099
HML       0.029389
dtype: float64, 78456: const    -0.064167
vwretd    1.274854
SMB      -0.032112
HML       0.003992
dtype: float64, 78458: const    -0.050091
vwretd    0.932898
SMB       0.011487
HML       0.010962
dtype: float64, 78461: const     0.000502
vwretd   -0.747254
SMB       0.013748
HML       0.002483
dtype: float64, 78462: const    -0.022825
vwretd    0.772603
SMB       0.010579
HML       0.022695
dtype: float64, 78464: const    -0.009245
vwretd    0.954671
SMB       0.000697
HML       0.001013
dtype: float64, 78465: const    -0.020383
vwretd    0.484780
SMB       0.010508
HML       0.013999
dtype: float64, 78466: const    -0.004460
vwretd    1.164957
SMB       0.002378
HML       0.005952
dtype: float64, 78467: const     0.009145
vwretd    0.173512
SMB       0.005898
HML       0.002047
dtype: float64, 78468: const     0.003949
vwretd    1.384348
SMB       0.003253
HML      -0.011938
dtype: float64, 78472: const    -0.098487
vwretd    1.374011
SMB       0.023621
HML       0.000186
dtype: float64, 78473: const     0.007466
vwretd    0.963994
SMB       0.005496
HML      -0.000675
dtype: float64, 78474: const     0.006103
vwretd    0.424020
SMB      -0.006707
HML      -0.004372
dtype: float64, 78476: const    -0.099890
vwretd    3.040141
SMB       0.023912
HML       0.035250
dtype: float64, 78477: const    -0.121470
vwretd    4.022385
SMB       0.004588
HML       0.068978
dtype: float64, 78478: const     0.006725
vwretd    0.652477
SMB       0.025377
HML       0.008685
dtype: float64, 78480: const    -0.017225
vwretd    1.220374
SMB       0.021517
HML       0.021531
dtype: float64, 78481: const     0.008397
vwretd    0.414667
SMB       0.003491
HML      -0.001663
dtype: float64, 78482: const     0.010790
vwretd    0.159893
SMB       0.000062
HML       0.001456
dtype: float64, 78486: const    -0.028688
vwretd    1.113644
SMB       0.013885
HML       0.007954
dtype: float64, 78487: const    -0.003249
vwretd   -0.081780
SMB       0.014091
HML       0.010010
dtype: float64, 78489: const    -0.086215
vwretd    1.103896
SMB       0.021907
HML       0.062690
dtype: float64, 78490: const    -0.015118
vwretd    0.141285
SMB       0.001337
HML      -0.008605
dtype: float64, 78491: const     0.021600
vwretd   -0.935589
SMB       0.137558
HML       0.007360
dtype: float64, 78492: const     0.010064
vwretd   -0.173632
SMB       0.037825
HML       0.022959
dtype: float64, 78493: const     0.014701
vwretd    0.652933
SMB      -0.001112
HML       0.005486
dtype: float64, 78494: const     0.005696
vwretd    0.482229
SMB       0.026716
HML       0.018604
dtype: float64, 78495: const     0.015644
vwretd    0.236019
SMB       0.012366
HML       0.010294
dtype: float64, 78498: const     0.060579
vwretd   -0.767500
SMB      -0.005050
HML      -0.005902
dtype: float64, 78499: const     0.019052
vwretd    0.032715
SMB      -0.004793
HML       0.002552
dtype: float64, 78500: const    -0.029521
vwretd    0.070662
SMB       0.021639
HML       0.004491
dtype: float64, 78501: const    -0.073753
vwretd    1.472972
SMB      -0.015494
HML       0.028532
dtype: float64, 78502: const     0.224720
vwretd   -2.756756
SMB       0.222800
HML      -0.062806
dtype: float64, 78503: const     0.003905
vwretd    0.714789
SMB      -0.000511
HML       0.005769
dtype: float64, 78504: const     0.041933
vwretd   -0.668523
SMB       0.125949
HML      -0.025919
dtype: float64, 78505: const    -0.014984
vwretd    1.355002
SMB       0.010739
HML       0.024091
dtype: float64, 78506: const    -0.024242
vwretd    0.254444
SMB       0.006260
HML      -0.001285
dtype: float64, 78507: const     0.002350
vwretd    0.191070
SMB       0.026156
HML       0.001661
dtype: float64, 78508: const    -0.030943
vwretd    0.856638
SMB       0.018286
HML       0.038906
dtype: float64, 78509: const    -0.065870
vwretd    1.084231
SMB       0.020661
HML      -0.003513
dtype: float64, 78510: const    -0.031728
vwretd    1.458328
SMB       0.020250
HML       0.018737
dtype: float64, 78511: const     0.001953
vwretd    0.465781
SMB       0.006413
HML       0.003729
dtype: float64, 78513: const     0.010383
vwretd    1.287909
SMB       0.008404
HML      -0.003869
dtype: float64, 78514: const    -0.166918
vwretd    0.863429
SMB      -0.006168
HML       0.002218
dtype: float64, 78518: const    -0.030236
vwretd    0.731595
SMB       0.015788
HML       0.018658
dtype: float64, 78520: const    -0.011475
vwretd    0.265421
SMB       0.011705
HML       0.002055
dtype: float64, 78521: const    -0.013324
vwretd    3.777387
SMB       0.014748
HML       0.011539
dtype: float64, 78523: const     0.034222
vwretd   -0.000155
SMB      -0.035659
HML       0.060483
dtype: float64, 78526: const    -0.016872
vwretd   -0.090540
SMB       0.030254
HML      -0.002415
dtype: float64, 78527: const     0.005116
vwretd    1.281894
SMB       0.008075
HML      -0.005238
dtype: float64, 78529: const    -0.074069
vwretd    0.891792
SMB       0.028732
HML       0.026970
dtype: float64, 78530: const     0.007084
vwretd    0.373255
SMB       0.001310
HML       0.004559
dtype: float64, 78532: const    -0.018479
vwretd    1.035345
SMB       0.031520
HML       0.040376
dtype: float64, 78533: const     0.034212
vwretd    0.120316
SMB       0.017690
HML      -0.001863
dtype: float64, 78534: const    -0.010177
vwretd    0.332111
SMB      -0.000544
HML      -0.019271
dtype: float64, 78535: const    -0.002924
vwretd    0.483008
SMB       0.015347
HML       0.002521
dtype: float64, 78536: const     0.005783
vwretd   -0.756082
SMB      -0.035415
HML      -0.015525
dtype: float64, 78537: const     0.012208
vwretd    1.006402
SMB       0.015439
HML      -0.012589
dtype: float64, 78538: const      0.488975
vwretd    27.321427
SMB       -0.506806
HML       -0.353876
dtype: float64, 78539: const     0.023510
vwretd    0.490344
SMB       0.033798
HML       0.036479
dtype: float64, 78540: const    -0.060611
vwretd    1.298528
SMB       0.017973
HML       0.013887
dtype: float64, 78542: const    -0.097746
vwretd   -1.856975
SMB       0.027406
HML       0.016605
dtype: float64, 78543: const    -0.036977
vwretd    1.142146
SMB      -0.004550
HML       0.006519
dtype: float64, 78544: const    -0.073390
vwretd    1.546473
SMB       0.003351
HML       0.018427
dtype: float64, 78545: const     0.010532
vwretd    1.177011
SMB       0.009009
HML      -0.004743
dtype: float64, 78546: const     0.043504
vwretd   -0.398415
SMB       0.018104
HML      -0.013905
dtype: float64, 78547: const     2.016996
vwretd    0.941761
SMB       0.954933
HML      -0.761926
dtype: float64, 78550: const    -0.019415
vwretd    0.492331
SMB       0.015082
HML       0.023451
dtype: float64, 78552: const     0.010954
vwretd   -0.077055
SMB       0.006894
HML       0.000310
dtype: float64, 78553: const     0.015365
vwretd    0.458621
SMB       0.044175
HML       0.027111
dtype: float64, 78554: const     0.027135
vwretd   -0.127477
SMB      -0.013067
HML      -0.010215
dtype: float64, 78558: const     0.009445
vwretd    0.497729
SMB       0.017570
HML       0.009145
dtype: float64, 78560: const     0.027210
vwretd    0.523944
SMB       0.011502
HML       0.000071
dtype: float64, 78561: const     0.005788
vwretd    0.525300
SMB       0.008215
HML      -0.016799
dtype: float64, 78562: const    -0.016351
vwretd    0.222122
SMB       0.012587
HML       0.006345
dtype: float64, 78565: const     0.006021
vwretd    1.511487
SMB       0.011582
HML      -0.000772
dtype: float64, 78567: const    -0.012929
vwretd    1.502701
SMB       0.013609
HML      -0.007664
dtype: float64, 78568: const     0.012762
vwretd    1.295805
SMB       0.007628
HML      -0.000743
dtype: float64, 78569: const     0.002389
vwretd    0.909034
SMB       0.010714
HML      -0.000415
dtype: float64, 78571: const    -0.018471
vwretd    1.367962
SMB       0.003947
HML       0.012619
dtype: float64, 78572: const     0.013216
vwretd    0.864045
SMB       0.029880
HML       0.040650
dtype: float64, 78573: const    -0.027140
vwretd    0.880286
SMB       0.013372
HML       0.006561
dtype: float64, 78576: const    -0.003990
vwretd    1.200353
SMB       0.010235
HML       0.008874
dtype: float64, 78578: const     0.021138
vwretd    0.296510
SMB       0.010787
HML      -0.018821
dtype: float64, 78580: const     0.021255
vwretd    1.347172
SMB       0.009605
HML       0.017856
dtype: float64, 78582: const     0.004647
vwretd    0.324845
SMB       0.003242
HML       0.003913
dtype: float64, 78583: const    -0.042584
vwretd    0.167129
SMB       0.051278
HML      -0.032711
dtype: float64, 78584: const     0.020145
vwretd    0.529763
SMB       0.000237
HML       0.003115
dtype: float64, 78586: const    -0.010255
vwretd    0.274311
SMB       0.004521
HML      -0.024107
dtype: float64, 78588: const     0.006177
vwretd    0.293801
SMB      -0.000157
HML      -0.001557
dtype: float64, 78589: const    -0.014196
vwretd    0.359465
SMB       0.002292
HML       0.004010
dtype: float64, 78592: const     0.008331
vwretd    0.944942
SMB       0.014148
HML       0.003469
dtype: float64, 78594: const     0.000414
vwretd    0.867569
SMB       0.003956
HML       0.009149
dtype: float64, 78595: const     0.011445
vwretd    1.548762
SMB       0.018453
HML      -0.007053
dtype: float64, 78596: const     0.033668
vwretd    1.336721
SMB      -0.001076
HML      -0.024611
dtype: float64, 78597: const     0.012568
vwretd    0.696919
SMB       0.005471
HML       0.004512
dtype: float64, 78598: const    -0.032771
vwretd    0.402532
SMB       0.012616
HML       0.022639
dtype: float64, 78599: const     0.015998
vwretd    0.329395
SMB       0.003060
HML      -0.001636
dtype: float64, 78600: const    -0.148434
vwretd    4.084934
SMB      -0.006576
HML       0.100736
dtype: float64, 78601: const    -0.178413
vwretd    2.082665
SMB       0.006373
HML       0.079515
dtype: float64, 78603: const    -0.075083
vwretd    1.124333
SMB       0.002537
HML       0.018283
dtype: float64, 78606: const     0.016924
vwretd    0.933982
SMB       0.010368
HML      -0.000638
dtype: float64, 78607: const    -0.029015
vwretd    1.930489
SMB       0.001382
HML       0.038490
dtype: float64, 78608: const    -0.014825
vwretd    1.796487
SMB       0.000304
HML       0.032719
dtype: float64, 78609: const    -0.175223
vwretd   -1.044461
SMB       0.000234
HML      -0.045593
dtype: float64, 78610: const     0.006577
vwretd    0.709349
SMB       0.000925
HML      -0.003710
dtype: float64, 78611: const    -0.035752
vwretd   -0.338675
SMB       0.022796
HML       0.007847
dtype: float64, 78612: const    -0.077375
vwretd    2.530893
SMB      -0.012781
HML       0.073873
dtype: float64, 78615: const    -0.030743
vwretd   -0.249493
SMB       0.011398
HML       0.019416
dtype: float64, 78617: const    -0.146038
vwretd    0.908368
SMB      -0.009870
HML      -0.016823
dtype: float64, 78618: const    -0.031499
vwretd    0.466055
SMB       0.007945
HML       0.009781
dtype: float64, 78619: const    -0.082172
vwretd    0.682635
SMB       0.004546
HML      -0.013929
dtype: float64, 78620: const    -0.004315
vwretd    0.515140
SMB       0.010920
HML       0.013856
dtype: float64, 78622: const     0.001592
vwretd    0.346638
SMB       0.002117
HML       0.006256
dtype: float64, 78623: const    -0.042257
vwretd    0.011939
SMB       0.015668
HML       0.014580
dtype: float64, 78624: const    -0.068657
vwretd   -0.082130
SMB       0.035162
HML      -0.007701
dtype: float64, 78625: const     0.021334
vwretd    1.143870
SMB       0.002911
HML       0.018108
dtype: float64, 78626: const    -0.020862
vwretd    1.367532
SMB       0.013939
HML       0.000470
dtype: float64, 78627: const    -0.047081
vwretd    3.609259
SMB       0.009478
HML       0.049310
dtype: float64, 78629: const     0.008721
vwretd    0.997204
SMB       0.007321
HML      -0.003165
dtype: float64, 78630: const     0.020234
vwretd    0.349151
SMB       0.008685
HML      -0.010069
dtype: float64, 78631: const    -0.063526
vwretd   -0.369965
SMB       0.034102
HML       0.025779
dtype: float64, 78632: const    -0.018744
vwretd   -0.143846
SMB       0.014222
HML      -0.012826
dtype: float64, 78633: const    -0.203882
vwretd    4.423724
SMB       0.054223
HML       0.057774
dtype: float64, 78634: const     0.039828
vwretd    0.526061
SMB       0.008862
HML       0.008046
dtype: float64, 78635: const    -0.071927
vwretd   -1.757983
SMB       0.050670
HML      -0.006333
dtype: float64, 78638: const     0.018412
vwretd    1.461001
SMB       0.002410
HML      -0.010798
dtype: float64, 78642: const    -0.006046
vwretd    0.452573
SMB       0.003740
HML       0.003180
dtype: float64, 78643: const     0.275149
vwretd   -4.473220
SMB      -0.038239
HML      -0.191904
dtype: float64, 78645: const    -0.009999
vwretd    1.475839
SMB       0.010049
HML       0.009527
dtype: float64, 78646: const     0.029667
vwretd    0.102448
SMB      -0.007931
HML       0.026959
dtype: float64, 78647: const    -0.010500
vwretd   -0.245264
SMB       0.001843
HML      -0.006783
dtype: float64, 78649: const    -0.029817
vwretd    0.515313
SMB      -0.002261
HML       0.015977
dtype: float64, 78650: const    -0.000971
vwretd   -0.350236
SMB       0.019795
HML      -0.004800
dtype: float64, 78652: const     0.029699
vwretd   -0.177743
SMB       0.030658
HML      -0.005125
dtype: float64, 78655: const    -0.072953
vwretd    2.192578
SMB       0.020247
HML       0.027760
dtype: float64, 78656: const     0.010191
vwretd   -1.118203
SMB       0.044372
HML       0.011715
dtype: float64, 78658: const    -0.031743
vwretd   -0.706338
SMB       0.049908
HML       0.024244
dtype: float64, 78660: const    -0.032024
vwretd   -1.170350
SMB      -0.003261
HML       0.004549
dtype: float64, 78661: const    -0.032060
vwretd    0.806576
SMB       0.014622
HML       0.010189
dtype: float64, 78662: const    -0.048736
vwretd   -0.186443
SMB       0.017557
HML       0.014364
dtype: float64, 78663: const    -0.020779
vwretd    0.211613
SMB       0.016741
HML      -0.010213
dtype: float64, 78664: const     0.009499
vwretd    1.333558
SMB       0.020268
HML       0.004681
dtype: float64, 78665: const    -0.062005
vwretd   -1.394701
SMB      -0.027097
HML       0.020198
dtype: float64, 78666: const     0.047929
vwretd    4.295124
SMB       0.053716
HML       0.069682
dtype: float64, 78667: const     0.018501
vwretd    1.107435
SMB       0.013756
HML       0.009292
dtype: float64, 78668: const     0.007528
vwretd    0.106493
SMB       0.001146
HML       0.004745
dtype: float64, 78669: const     0.035930
vwretd    0.321053
SMB      -0.008543
HML       0.012278
dtype: float64, 78670: const    -0.033465
vwretd    1.220943
SMB       0.003875
HML       0.009639
dtype: float64, 78671: const    -0.007986
vwretd    1.342046
SMB       0.003134
HML       0.010285
dtype: float64, 78673: const     0.037520
vwretd    1.775365
SMB       0.014724
HML       0.080690
dtype: float64, 78674: const     0.053918
vwretd    0.727753
SMB      -0.035549
HML       0.048588
dtype: float64, 78675: const     0.012489
vwretd    1.221254
SMB       0.010374
HML       0.020687
dtype: float64, 78677: const    -0.062547
vwretd    2.680300
SMB       0.017446
HML       0.020611
dtype: float64, 78679: const    -0.031034
vwretd    0.354401
SMB      -0.002522
HML       0.007870
dtype: float64, 78680: const    -0.186961
vwretd   -0.670016
SMB      -0.075128
HML      -0.053166
dtype: float64, 78682: const    -0.006411
vwretd    1.694010
SMB       0.032681
HML       0.003901
dtype: float64, 78686: const    -0.005846
vwretd    0.209491
SMB       0.010103
HML       0.011978
dtype: float64, 78687: const     0.019702
vwretd   -0.542349
SMB       0.024460
HML       0.006578
dtype: float64, 78688: const    -0.002333
vwretd    1.271731
SMB       0.009238
HML      -0.005293
dtype: float64, 78689: const     0.010058
vwretd    1.664181
SMB       0.018773
HML       0.023808
dtype: float64, 78690: const     0.004853
vwretd    1.295334
SMB       0.010786
HML       0.000073
dtype: float64, 78691: const     0.019864
vwretd   -0.035323
SMB       0.003068
HML       0.007802
dtype: float64, 78692: const     0.046122
vwretd   -0.565930
SMB       0.010469
HML       0.018076
dtype: float64, 78693: const     0.006075
vwretd    0.487857
SMB       0.004979
HML       0.006397
dtype: float64, 78694: const    -0.004081
vwretd    1.424360
SMB       0.009288
HML      -0.002567
dtype: float64, 78695: const    -0.019792
vwretd    1.002597
SMB       0.017221
HML       0.009240
dtype: float64, 78696: const    -0.028820
vwretd    2.093163
SMB       0.013976
HML       0.040265
dtype: float64, 78698: const     0.021016
vwretd    0.657911
SMB       0.019913
HML       0.001684
dtype: float64, 78699: const     0.140028
vwretd    3.846279
SMB      -0.040409
HML       0.188487
dtype: float64, 78701: const     0.011710
vwretd    1.344039
SMB       0.005383
HML       0.005898
dtype: float64, 78702: const    -0.010344
vwretd    2.437637
SMB      -0.013429
HML       0.044575
dtype: float64, 78703: const     0.019918
vwretd    0.434097
SMB       0.002800
HML       0.010227
dtype: float64, 78704: const    -0.009765
vwretd    1.921170
SMB       0.013764
HML       0.009154
dtype: float64, 78705: const     0.020767
vwretd    0.268139
SMB       0.015339
HML       0.000365
dtype: float64, 78706: const     0.024857
vwretd    0.965808
SMB       0.020414
HML      -0.000167
dtype: float64, 78708: const    -0.102503
vwretd   -0.359673
SMB      -0.076730
HML       0.005021
dtype: float64, 78709: const     0.161322
vwretd   -2.084671
SMB       0.087903
HML       0.089228
dtype: float64, 78711: const     0.014848
vwretd    1.711301
SMB       0.018209
HML       0.015047
dtype: float64, 78712: const     0.002587
vwretd    1.148405
SMB       0.016588
HML       0.001876
dtype: float64, 78713: const     0.015287
vwretd   -1.150458
SMB       0.009318
HML      -0.012927
dtype: float64, 78714: const      0.251545
vwretd    26.808133
SMB       -0.409950
HML       -0.265879
dtype: float64, 78716: const     0.047634
vwretd    2.481023
SMB      -0.004774
HML       0.096437
dtype: float64, 78717: const     0.010707
vwretd    0.931062
SMB       0.005111
HML       0.003147
dtype: float64, 78718: const    -0.014091
vwretd    0.464192
SMB       0.006450
HML      -0.005505
dtype: float64, 78719: const    -0.076434
vwretd   -0.016386
SMB      -0.006689
HML      -0.013805
dtype: float64, 78720: const    -0.084857
vwretd    2.408358
SMB       0.016016
HML       0.021182
dtype: float64, 78721: const    -0.001379
vwretd    0.806315
SMB       0.002372
HML       0.012197
dtype: float64, 78723: const     0.008547
vwretd    0.424820
SMB       0.003147
HML       0.007843
dtype: float64, 78724: const    -0.012264
vwretd    1.073948
SMB       0.015386
HML       0.012389
dtype: float64, 78725: const    -0.028880
vwretd    0.645499
SMB       0.008409
HML      -0.010264
dtype: float64, 78726: const    -0.009298
vwretd    1.405813
SMB       0.006762
HML       0.001974
dtype: float64, 78727: const    -0.233231
vwretd    2.007547
SMB       0.104539
HML       0.060849
dtype: float64, 78728: const    -0.061380
vwretd   -0.500763
SMB      -0.024523
HML       0.020669
dtype: float64, 78729: const    -0.019745
vwretd    0.775125
SMB       0.017664
HML       0.006321
dtype: float64, 78730: const    -0.007343
vwretd   -0.973554
SMB       0.016375
HML      -0.008626
dtype: float64, 78731: const     0.755738
vwretd   -0.670293
SMB      -0.111921
HML       0.453118
dtype: float64, 78732: const     0.103795
vwretd    5.382472
SMB      -0.108309
HML       0.160914
dtype: float64, 78733: const    -0.012768
vwretd    2.885081
SMB       0.008002
HML       0.008777
dtype: float64, 78734: const    -0.005750
vwretd    2.610428
SMB       0.022305
HML       0.015830
dtype: float64, 78736: const    -0.014013
vwretd    0.554528
SMB       0.013244
HML       0.004181
dtype: float64, 78737: const     0.003930
vwretd    1.104292
SMB       0.015639
HML      -0.005042
dtype: float64, 78738: const    -0.041346
vwretd   -1.218403
SMB      -0.013647
HML       0.000937
dtype: float64, 78741: const    -0.010004
vwretd    0.848111
SMB       0.015975
HML      -0.006046
dtype: float64, 78743: const    -0.011401
vwretd    1.532719
SMB       0.025468
HML       0.009220
dtype: float64, 78744: const    -0.033037
vwretd    1.917483
SMB       0.034862
HML       0.010199
dtype: float64, 78745: const     0.006419
vwretd    1.182054
SMB       0.002630
HML       0.007541
dtype: float64, 78746: const     0.012510
vwretd    0.529496
SMB       0.010902
HML       0.002606
dtype: float64, 78749: const     0.002966
vwretd    0.894532
SMB       0.007029
HML      -0.000614
dtype: float64, 78751: const    -0.015259
vwretd    1.353524
SMB       0.012708
HML       0.018287
dtype: float64, 78752: const     0.005628
vwretd    0.337256
SMB       0.010202
HML      -0.007863
dtype: float64, 78753: const     0.033403
vwretd    1.460506
SMB       0.016043
HML       0.011148
dtype: float64, 78754: const    -0.008627
vwretd    2.379940
SMB       0.012329
HML      -0.008188
dtype: float64, 78756: const     0.000439
vwretd    0.731891
SMB       0.003770
HML       0.000797
dtype: float64, 78758: const     0.000689
vwretd    0.724113
SMB       0.006273
HML       0.007292
dtype: float64, 78759: const     0.000662
vwretd    1.156456
SMB       0.009056
HML      -0.002675
dtype: float64, 78760: const    -0.032239
vwretd    1.226370
SMB       0.016292
HML       0.020680
dtype: float64, 78763: const     0.003773
vwretd    0.945553
SMB       0.005434
HML       0.006238
dtype: float64, 78764: const    -0.012121
vwretd    2.118979
SMB       0.045543
HML       0.032033
dtype: float64, 78765: const    -0.005859
vwretd    0.662816
SMB      -0.004210
HML       0.006327
dtype: float64, 78766: const    -0.010538
vwretd    2.320409
SMB       0.016227
HML      -0.003074
dtype: float64, 78767: const    -0.045957
vwretd    2.377379
SMB      -0.001477
HML       0.016956
dtype: float64, 78769: const     0.005653
vwretd    0.273269
SMB       0.004475
HML      -0.001522
dtype: float64, 78771: const     0.012177
vwretd    0.830913
SMB       0.018748
HML       0.013971
dtype: float64, 78772: const     0.056962
vwretd   -1.589638
SMB      -0.004081
HML      -0.030070
dtype: float64, 78773: const     0.000893
vwretd    0.752082
SMB       0.003177
HML       0.005401
dtype: float64, 78774: const     0.010079
vwretd    0.699298
SMB       0.033764
HML       0.014099
dtype: float64, 78775: const    -0.007207
vwretd    1.765193
SMB       0.003659
HML      -0.002469
dtype: float64, 78776: const     0.015372
vwretd    0.803468
SMB       0.010675
HML      -0.005982
dtype: float64, 78777: const    -0.007638
vwretd    0.302149
SMB       0.002167
HML       0.004977
dtype: float64, 78780: const     0.018307
vwretd    1.040000
SMB       0.007382
HML      -0.019967
dtype: float64, 78781: const     0.035977
vwretd    0.484931
SMB       0.014659
HML       0.002699
dtype: float64, 78783: const     0.020327
vwretd    0.326624
SMB      -0.000581
HML      -0.006075
dtype: float64, 78785: const     0.000191
vwretd    1.682158
SMB      -0.002922
HML      -0.012424
dtype: float64, 78786: const    -0.017425
vwretd    1.437850
SMB       0.007870
HML       0.014484
dtype: float64, 78787: const     0.000340
vwretd    0.569367
SMB       0.000826
HML       0.003961
dtype: float64, 78788: const     0.034727
vwretd    1.088836
SMB       0.009030
HML      -0.002526
dtype: float64, 78789: const     0.021649
vwretd    1.143964
SMB       0.007892
HML       0.017993
dtype: float64, 78790: const    -0.137309
vwretd    6.795909
SMB       0.023001
HML       0.034186
dtype: float64, 78791: const    -0.026788
vwretd    0.732972
SMB       0.015918
HML       0.020807
dtype: float64, 78792: const    -0.016515
vwretd    0.914971
SMB       0.006780
HML       0.006809
dtype: float64, 78793: const    -0.013094
vwretd    0.935199
SMB      -0.000661
HML       0.004701
dtype: float64, 78794: const     0.002992
vwretd    0.127882
SMB      -0.001248
HML       0.002181
dtype: float64, 78795: const     0.002203
vwretd    0.708532
SMB       0.015523
HML       0.015643
dtype: float64, 78796: const    -0.001079
vwretd    1.260262
SMB       0.003502
HML      -0.011817
dtype: float64, 78797: const    -0.006908
vwretd    0.536646
SMB      -0.000908
HML       0.007184
dtype: float64, 78798: const     0.005080
vwretd    0.094255
SMB      -0.000333
HML       0.000340
dtype: float64, 78799: const    -0.006061
vwretd    0.691489
SMB      -0.000248
HML       0.007655
dtype: float64, 78800: const     0.010092
vwretd    0.528281
SMB       0.006737
HML      -0.004455
dtype: float64, 78801: const     0.004803
vwretd    0.110964
SMB      -0.000147
HML       0.001197
dtype: float64, 78802: const     0.013592
vwretd    2.102539
SMB      -0.032212
HML      -0.001860
dtype: float64, 78803: const    -0.007792
vwretd    0.827382
SMB       0.001787
HML       0.012072
dtype: float64, 78804: const     0.000880
vwretd    1.021757
SMB       0.000285
HML       0.006713
dtype: float64, 78806: const     0.003209
vwretd    0.232455
SMB       0.000902
HML       0.002330
dtype: float64, 78807: const     0.004165
vwretd    0.135141
SMB       0.000029
HML       0.001151
dtype: float64, 78810: const     0.004410
vwretd    0.101216
SMB      -0.000250
HML       0.000906
dtype: float64, 78811: const     0.004913
vwretd    0.086850
SMB      -0.000793
HML      -0.000220
dtype: float64, 78812: const     0.009737
vwretd    1.039164
SMB       0.031835
HML       0.002193
dtype: float64, 78813: const     0.000467
vwretd   -0.185166
SMB      -0.000670
HML       0.027156
dtype: float64, 78814: const    -0.030034
vwretd    0.005170
SMB      -0.003682
HML      -0.019283
dtype: float64, 78815: const    -0.007936
vwretd    1.490475
SMB       0.027602
HML      -0.003070
dtype: float64, 78816: const    -0.004524
vwretd    0.355276
SMB       0.008490
HML       0.005091
dtype: float64, 78817: const    -0.030217
vwretd    1.313214
SMB       0.029054
HML       0.014128
dtype: float64, 78818: const     0.019068
vwretd    0.420465
SMB       0.009718
HML      -0.007639
dtype: float64, 78819: const    -0.002747
vwretd    0.168965
SMB       0.010251
HML      -0.005198
dtype: float64, 78820: const     0.006113
vwretd    3.007879
SMB       0.046776
HML       0.038345
dtype: float64, 78821: const    -0.060255
vwretd    2.259997
SMB      -0.016534
HML       0.025475
dtype: float64, 78822: const     0.019763
vwretd    0.299830
SMB      -0.007787
HML      -0.023025
dtype: float64, 78823: const     0.017894
vwretd    0.197865
SMB       0.002678
HML       0.000368
dtype: float64, 78824: const    -0.004651
vwretd    0.559777
SMB       0.011200
HML       0.000758
dtype: float64, 78825: const     0.002280
vwretd    1.589207
SMB       0.008062
HML      -0.000744
dtype: float64, 78826: const    -0.001865
vwretd   -0.073894
SMB       0.000307
HML      -0.005714
dtype: float64, 78828: const    -0.069154
vwretd   -0.372665
SMB       0.002108
HML      -0.047978
dtype: float64, 78829: const     0.002982
vwretd    0.550203
SMB       0.004510
HML       0.006346
dtype: float64, 78830: const     0.000464
vwretd    0.591005
SMB       0.003886
HML       0.006360
dtype: float64, 78831: const    -0.014426
vwretd    0.085095
SMB       0.027367
HML       0.005581
dtype: float64, 78832: const     0.009858
vwretd   -0.040877
SMB       0.001467
HML       0.004848
dtype: float64, 78833: const     0.011988
vwretd    0.377276
SMB       0.004996
HML       0.005940
dtype: float64, 78834: const     0.033376
vwretd    0.215903
SMB       0.003748
HML       0.023088
dtype: float64, 78835: const    -0.069989
vwretd   -2.177677
SMB       0.029460
HML      -0.002809
dtype: float64, 78836: const    -0.001648
vwretd    0.758348
SMB       0.018645
HML      -0.004779
dtype: float64, 78837: const     0.007370
vwretd    0.440093
SMB      -0.001601
HML       0.003431
dtype: float64, 78838: const     0.018248
vwretd    0.345137
SMB      -0.008143
HML      -0.016329
dtype: float64, 78839: const    -0.039231
vwretd    1.681946
SMB       0.027077
HML       0.014560
dtype: float64, 78840: const     0.008790
vwretd    1.099450
SMB       0.001863
HML      -0.000782
dtype: float64, 78841: const     0.000387
vwretd    0.955135
SMB       0.013561
HML       0.011588
dtype: float64, 78842: const     0.006693
vwretd   -0.174236
SMB       0.001407
HML      -0.009927
dtype: float64, 78843: const    -0.155512
vwretd    1.061399
SMB      -0.092260
HML      -0.066038
dtype: float64, 78844: const    -0.000199
vwretd    0.748830
SMB       0.000876
HML       0.000966
dtype: float64, 78845: const    -0.006951
vwretd    0.841599
SMB       0.006080
HML       0.012545
dtype: float64, 78846: const    -0.007474
vwretd   -0.204155
SMB       0.003425
HML      -0.002608
dtype: float64, 78847: const     0.012405
vwretd    1.201940
SMB       0.001739
HML      -0.007160
dtype: float64, 78848: const     0.019254
vwretd    0.380829
SMB       0.016268
HML      -0.015025
dtype: float64, 78849: const    -0.060995
vwretd    0.182871
SMB      -0.003800
HML       0.012390
dtype: float64, 78850: const     0.008081
vwretd    0.870261
SMB       0.005874
HML       0.009459
dtype: float64, 78851: const    -0.010239
vwretd    1.392317
SMB       0.008421
HML       0.011011
dtype: float64, 78852: const     0.004727
vwretd    0.092247
SMB       0.000084
HML       0.000951
dtype: float64, 78853: const    -0.092855
vwretd    1.075697
SMB       0.019108
HML       0.000106
dtype: float64, 78854: const     0.003371
vwretd    0.166425
SMB      -0.000241
HML      -0.000603
dtype: float64, 78855: const     0.002971
vwretd    0.464261
SMB       0.000455
HML       0.001111
dtype: float64, 78856: const     0.003527
vwretd    0.136153
SMB      -0.000325
HML       0.001320
dtype: float64, 78857: const    -0.048807
vwretd    3.768723
SMB      -0.033035
HML      -0.047897
dtype: float64, 78858: const     0.000381
vwretd    0.381103
SMB       0.002673
HML       0.004182
dtype: float64, 78859: const     0.010079
vwretd    0.570193
SMB       0.005479
HML       0.020403
dtype: float64, 78860: const    -0.007509
vwretd    0.024162
SMB       0.008054
HML      -0.009705
dtype: float64, 78862: const     0.005156
vwretd    0.602800
SMB      -0.000897
HML       0.005207
dtype: float64, 78863: const     0.003623
vwretd    0.243214
SMB       0.002486
HML      -0.003596
dtype: float64, 78864: const     0.024849
vwretd    0.415568
SMB      -0.012053
HML      -0.003538
dtype: float64, 78866: const      0.422228
vwretd    27.409396
SMB       -0.223931
HML        0.296942
dtype: float64, 78867: const     0.004273
vwretd    0.693719
SMB       0.002714
HML       0.005128
dtype: float64, 78868: const    -0.011665
vwretd    1.695182
SMB       0.017190
HML       0.000475
dtype: float64, 78869: const    -0.038778
vwretd    1.855775
SMB       0.010071
HML       0.004853
dtype: float64, 78870: const     0.033793
vwretd   -0.055344
SMB       0.003432
HML       0.008446
dtype: float64, 78871: const    -0.114041
vwretd   -0.716564
SMB      -0.017017
HML       0.021021
dtype: float64, 78872: const     0.004400
vwretd    1.048246
SMB      -0.008379
HML      -0.015607
dtype: float64, 78873: const    -0.013805
vwretd   -0.702344
SMB       0.000886
HML      -0.007584
dtype: float64, 78875: const     0.014344
vwretd    1.586260
SMB       0.010093
HML      -0.010222
dtype: float64, 78876: const     0.009163
vwretd    0.820365
SMB       0.011802
HML       0.004787
dtype: float64, 78877: const     0.000193
vwretd    1.132166
SMB       0.010074
HML       0.012023
dtype: float64, 78879: const    -0.001363
vwretd    2.190909
SMB       0.012024
HML       0.023590
dtype: float64, 78880: const     0.038295
vwretd   -0.242045
SMB       0.002296
HML      -0.014726
dtype: float64, 78881: const     0.016250
vwretd    0.843530
SMB       0.003783
HML       0.001243
dtype: float64, 78882: const     0.178030
vwretd   -0.157742
SMB      -0.107790
HML      -0.107868
dtype: float64, 78883: const    -0.043842
vwretd    0.680034
SMB      -0.014231
HML      -0.028653
dtype: float64, 78884: const    -0.024808
vwretd    0.881201
SMB       0.014376
HML       0.011838
dtype: float64, 78885: const     0.026270
vwretd    0.316784
SMB       0.009724
HML       0.016986
dtype: float64, 78886: const    -0.001122
vwretd    0.226713
SMB       0.005199
HML       0.010548
dtype: float64, 78887: const    -0.015455
vwretd    4.930483
SMB      -0.001503
HML       0.024873
dtype: float64, 78888: const    -0.087314
vwretd    1.182920
SMB       0.008802
HML      -0.019828
dtype: float64, 78889: const     0.009122
vwretd    1.338134
SMB       0.004811
HML       0.006306
dtype: float64, 78890: const     0.076690
vwretd   -0.093886
SMB       0.039235
HML      -0.044876
dtype: float64, 78891: const     0.003694
vwretd    0.045168
SMB       0.023649
HML      -0.000187
dtype: float64, 78892: const    -0.004130
vwretd    0.951743
SMB       0.012545
HML      -0.001182
dtype: float64, 78893: const    -0.138341
vwretd   -1.107128
SMB       0.125640
HML       0.024153
dtype: float64, 78894: const     0.002758
vwretd    1.318365
SMB       0.013416
HML      -0.005870
dtype: float64, 78895: const     0.004225
vwretd    0.689560
SMB       0.002527
HML       0.008559
dtype: float64, 78896: const    -0.003943
vwretd    1.289633
SMB       0.019960
HML       0.013937
dtype: float64, 78897: const     0.057869
vwretd   -0.861297
SMB      -0.028326
HML      -0.096075
dtype: float64, 78898: const    -0.009090
vwretd   -1.824323
SMB      -0.030706
HML      -0.091760
dtype: float64, 78899: const    -0.164692
vwretd    1.560122
SMB      -0.045946
HML      -0.035776
dtype: float64, 78900: const     0.007551
vwretd    0.275230
SMB       0.006458
HML       0.002643
dtype: float64, 78901: const     0.013801
vwretd    1.338990
SMB       0.001860
HML      -0.020365
dtype: float64, 78902: const     0.020534
vwretd    0.038527
SMB       0.001866
HML      -0.000468
dtype: float64, 78903: const     0.001981
vwretd    0.727790
SMB       0.005576
HML       0.011315
dtype: float64, 78904: const    -0.010940
vwretd    1.158237
SMB       0.002492
HML      -0.011878
dtype: float64, 78905: const     0.024291
vwretd    0.462367
SMB       0.000865
HML      -0.018725
dtype: float64, 78906: const    -0.013004
vwretd    0.325178
SMB      -0.005990
HML       0.000480
dtype: float64, 78907: const     0.059512
vwretd    0.265776
SMB       0.019562
HML      -0.021180
dtype: float64, 78908: const     0.003484
vwretd    0.848595
SMB       0.005975
HML       0.006071
dtype: float64, 78910: const     0.015119
vwretd    1.288924
SMB       0.030997
HML      -0.012465
dtype: float64, 78911: const    -0.068774
vwretd    2.487263
SMB      -0.017929
HML      -0.024306
dtype: float64, 78912: const    -0.017558
vwretd    0.757004
SMB       0.007111
HML       0.009761
dtype: float64, 78913: const    -0.077821
vwretd   -0.738949
SMB       0.005905
HML      -0.014259
dtype: float64, 78914: const    -0.001020
vwretd    2.210215
SMB       0.009250
HML       0.005442
dtype: float64, 78915: const    -0.000011
vwretd    1.116936
SMB       0.006020
HML      -0.001213
dtype: float64, 78916: const     0.008038
vwretd    0.632918
SMB       0.000690
HML      -0.001928
dtype: float64, 78917: const     0.049415
vwretd    6.951830
SMB      -0.129319
HML      -0.085308
dtype: float64, 78918: const    -0.015780
vwretd    0.921522
SMB      -0.023064
HML       0.014563
dtype: float64, 78919: const    -0.017439
vwretd    0.880051
SMB      -0.021459
HML       0.002876
dtype: float64, 78920: const    -0.007983
vwretd    1.164498
SMB       0.006246
HML       0.016181
dtype: float64, 78922: const     0.003951
vwretd    0.177168
SMB       0.002156
HML       0.003217
dtype: float64, 78923: const    -0.046400
vwretd    1.553411
SMB       0.020787
HML       0.026248
dtype: float64, 78924: const     0.023400
vwretd   -0.190735
SMB       0.005007
HML      -0.018805
dtype: float64, 78925: const    -0.013002
vwretd   -0.127085
SMB       0.007940
HML       0.002340
dtype: float64, 78927: const    -0.002294
vwretd    1.193242
SMB       0.005440
HML       0.012355
dtype: float64, 78928: const    -0.000291
vwretd    0.611270
SMB       0.001632
HML      -0.000942
dtype: float64, 78931: const     0.000488
vwretd    0.604259
SMB       0.004518
HML       0.008758
dtype: float64, 78932: const     0.000485
vwretd    0.621022
SMB       0.000815
HML       0.006849
dtype: float64, 78933: const    -0.025733
vwretd    1.194746
SMB       0.007708
HML       0.014835
dtype: float64, 78934: const    -0.030078
vwretd    1.891855
SMB       0.002615
HML      -0.008697
dtype: float64, 78935: const     0.002893
vwretd    0.121237
SMB      -0.000010
HML       0.000831
dtype: float64, 78936: const     0.004446
vwretd    0.164553
SMB      -0.000871
HML      -0.000689
dtype: float64, 78937: const    -0.040292
vwretd    1.249222
SMB       0.013219
HML       0.026023
dtype: float64, 78938: const     0.003896
vwretd    0.129110
SMB      -0.000320
HML       0.001605
dtype: float64, 78939: const    -0.000886
vwretd    0.300779
SMB      -0.001192
HML       0.001249
dtype: float64, 78940: const     0.000504
vwretd    0.292336
SMB      -0.001496
HML       0.001943
dtype: float64, 78941: const     0.015019
vwretd    0.807535
SMB       0.022168
HML      -0.035452
dtype: float64, 78942: const     0.004865
vwretd    0.161510
SMB      -0.001071
HML      -0.000349
dtype: float64, 78943: const     0.003277
vwretd    0.151152
SMB      -0.000796
HML      -0.000629
dtype: float64, 78944: const     0.003875
vwretd    0.071162
SMB      -0.000136
HML      -0.000005
dtype: float64, 78945: const     0.002705
vwretd    0.172371
SMB       0.000669
HML       0.002287
dtype: float64, 78946: const    -0.016402
vwretd    2.422256
SMB      -0.002102
HML       0.011472
dtype: float64, 78947: const     0.008319
vwretd    0.482647
SMB       0.000909
HML       0.001761
dtype: float64, 78948: const     0.006660
vwretd   -0.028408
SMB       0.003018
HML       0.001463
dtype: float64, 78949: const     0.018708
vwretd    0.413181
SMB       0.001724
HML      -0.006667
dtype: float64, 78950: const     0.004516
vwretd    0.692061
SMB       0.008821
HML       0.004680
dtype: float64, 78951: const     0.012350
vwretd    0.406287
SMB       0.010311
HML      -0.001794
dtype: float64, 78952: const    -0.007115
vwretd    1.082740
SMB       0.028501
HML      -0.005370
dtype: float64, 78953: const     0.019641
vwretd    0.285421
SMB       0.016953
HML      -0.006644
dtype: float64, 78954: const     0.038147
vwretd   -0.817111
SMB       0.026330
HML      -0.016177
dtype: float64, 78955: const     0.001871
vwretd    1.070568
SMB       0.007394
HML      -0.000521
dtype: float64, 78956: const     0.002631
vwretd    0.871182
SMB       0.008618
HML       0.008873
dtype: float64, 78957: const     0.013204
vwretd    0.293098
SMB       0.018439
HML      -0.007842
dtype: float64, 78958: const     0.039125
vwretd    0.854359
SMB       0.028968
HML      -0.058881
dtype: float64, 78959: const     0.022633
vwretd    0.214297
SMB       0.040456
HML      -0.006118
dtype: float64, 78960: const    -0.005844
vwretd    1.035806
SMB       0.012184
HML       0.002412
dtype: float64, 78961: const    -0.001337
vwretd   -0.272725
SMB       0.020529
HML      -0.006360
dtype: float64, 78962: const    -0.167277
vwretd    3.489113
SMB      -0.020628
HML      -0.000030
dtype: float64, 78963: const     0.006270
vwretd    1.438028
SMB       0.009068
HML       0.009986
dtype: float64, 78964: const    -0.045331
vwretd    2.531834
SMB       0.009255
HML      -0.009489
dtype: float64, 78965: const     0.015008
vwretd    0.453912
SMB       0.057665
HML      -0.010992
dtype: float64, 78967: const     0.032350
vwretd    2.630917
SMB       0.038568
HML       0.004749
dtype: float64, 78968: const    -0.000880
vwretd    1.213527
SMB       0.001003
HML       0.005993
dtype: float64, 78969: const     0.037119
vwretd   -0.187975
SMB       0.001408
HML       0.011454
dtype: float64, 78970: const     0.027307
vwretd    1.482331
SMB       0.022858
HML      -0.016178
dtype: float64, 78971: const    -0.007480
vwretd    1.332820
SMB       0.007126
HML      -0.002731
dtype: float64, 78972: const     0.009467
vwretd    0.640765
SMB       0.010699
HML       0.010818
dtype: float64, 78973: const     0.010406
vwretd    1.216621
SMB       0.010520
HML       0.009087
dtype: float64, 78974: const    -0.023156
vwretd    0.247337
SMB      -0.002391
HML      -0.006123
dtype: float64, 78975: const     0.012772
vwretd    1.161411
SMB      -0.000294
HML      -0.008383
dtype: float64, 78976: const     0.022891
vwretd    0.479635
SMB       0.009558
HML      -0.008912
dtype: float64, 78977: const     0.010826
vwretd    0.709919
SMB       0.008074
HML       0.008845
dtype: float64, 78978: const    -0.003502
vwretd    0.722950
SMB       0.012918
HML      -0.005225
dtype: float64, 78979: const     0.018442
vwretd    0.527855
SMB       0.004838
HML      -0.001242
dtype: float64, 78980: const    -0.025690
vwretd    0.637243
SMB       0.005710
HML       0.004037
dtype: float64, 78981: const     0.010347
vwretd    0.620243
SMB       0.005405
HML       0.001425
dtype: float64, 78982: const     0.007755
vwretd    0.387447
SMB       0.003160
HML       0.005598
dtype: float64, 78983: const    -0.019304
vwretd    0.254291
SMB      -0.039003
HML      -0.074217
dtype: float64, 78984: const     0.050019
vwretd    0.551679
SMB       0.052932
HML      -0.009587
dtype: float64, 78985: const     0.004577
vwretd    0.338636
SMB       0.009041
HML       0.000860
dtype: float64, 78986: const     0.000736
vwretd    0.635140
SMB       0.003384
HML       0.005183
dtype: float64, 78987: const     0.009061
vwretd    1.277173
SMB       0.005891
HML      -0.001042
dtype: float64, 78988: const     0.009388
vwretd    1.353133
SMB       0.015494
HML      -0.000774
dtype: float64, 78989: const     0.150763
vwretd    3.162080
SMB      -0.010812
HML       0.054092
dtype: float64, 78990: const    -0.000726
vwretd    0.975182
SMB       0.012065
HML       0.010187
dtype: float64, 78991: const     0.027635
vwretd    1.188435
SMB       0.035307
HML       0.045227
dtype: float64, 78992: const    -0.039427
vwretd    0.113912
SMB       0.008199
HML      -0.007690
dtype: float64, 78993: const    -0.005693
vwretd   -0.365453
SMB      -0.004403
HML      -0.015652
dtype: float64, 78994: const    -0.000057
vwretd    2.758708
SMB      -0.002376
HML       0.012062
dtype: float64, 78995: const    -0.148152
vwretd   -2.342052
SMB      -0.000529
HML      -0.095441
dtype: float64, 78996: const    -0.003146
vwretd    0.200466
SMB      -0.000264
HML      -0.023386
dtype: float64, 78997: const    -0.027430
vwretd    0.000241
SMB       0.023781
HML      -0.005702
dtype: float64, 78998: const     0.011728
vwretd    1.473029
SMB       0.038832
HML       0.018495
dtype: float64, 78999: const    -0.003049
vwretd    1.590091
SMB       0.009149
HML       0.012973
dtype: float64, 79000: const     0.030974
vwretd    0.842987
SMB       0.023147
HML      -0.000588
dtype: float64, 79001: const     0.046303
vwretd    2.979878
SMB       0.109344
HML      -0.118409
dtype: float64, 79002: const    -0.013874
vwretd    1.410867
SMB       0.022693
HML       0.015453
dtype: float64, 79003: const     0.011466
vwretd    0.310026
SMB       0.039989
HML      -0.018673
dtype: float64, 79004: const     0.009816
vwretd    0.264364
SMB       0.001471
HML      -0.001548
dtype: float64, 79005: const    -0.000118
vwretd    1.452125
SMB       0.007988
HML       0.002244
dtype: float64, 79006: const     0.019758
vwretd    0.801376
SMB       0.090259
HML      -0.029507
dtype: float64, 79007: const     0.002188
vwretd    1.206508
SMB       0.009155
HML       0.009675
dtype: float64, 79008: const    -0.015902
vwretd    1.150296
SMB       0.010208
HML       0.012422
dtype: float64, 79009: const    -0.019616
vwretd    2.899746
SMB       0.007343
HML      -0.002231
dtype: float64, 79010: const    -0.006433
vwretd    0.485903
SMB       0.008308
HML       0.006961
dtype: float64, 79011: const    -0.051283
vwretd    1.253216
SMB       0.024879
HML       0.030416
dtype: float64, 79012: const    -0.084421
vwretd    2.173049
SMB       0.011785
HML       0.016356
dtype: float64, 79013: const     0.009882
vwretd    0.394927
SMB       0.005322
HML       0.006469
dtype: float64, 79014: const     0.023689
vwretd    0.055919
SMB       0.003202
HML      -0.000253
dtype: float64, 79015: const     0.042126
vwretd    1.950782
SMB      -0.003038
HML      -0.022680
dtype: float64, 79016: const     0.016077
vwretd    1.783477
SMB       0.031366
HML      -0.024350
dtype: float64, 79017: const    -0.016326
vwretd    1.568155
SMB      -0.006173
HML      -0.010378
dtype: float64, 79018: const     0.065951
vwretd   -2.155133
SMB       0.052458
HML       0.067429
dtype: float64, 79019: const     0.006780
vwretd    0.245359
SMB       0.001407
HML       0.003017
dtype: float64, 79020: const     0.016891
vwretd    0.201481
SMB       0.005546
HML       0.005801
dtype: float64, 79021: const    -0.010362
vwretd    1.126879
SMB      -0.003524
HML       0.007507
dtype: float64, 79022: const    -0.018249
vwretd    1.229582
SMB       0.016545
HML      -0.005225
dtype: float64, 79023: const    -0.039646
vwretd    1.300910
SMB       0.008340
HML       0.010376
dtype: float64, 79024: const    -0.013737
vwretd    0.589477
SMB      -0.003899
HML      -0.020325
dtype: float64, 79025: const     0.013531
vwretd    0.910339
SMB       0.009389
HML      -0.002584
dtype: float64, 79026: const     0.005868
vwretd    0.849730
SMB       0.002696
HML       0.005558
dtype: float64, 79027: const     0.014085
vwretd    2.319492
SMB      -0.028758
HML      -0.035814
dtype: float64, 79028: const    -0.024482
vwretd    1.797392
SMB       0.004274
HML       0.001597
dtype: float64, 79029: const    -0.004526
vwretd    1.767874
SMB       0.005335
HML      -0.002082
dtype: float64, 79030: const    -0.017547
vwretd    1.396354
SMB       0.004453
HML       0.002467
dtype: float64, 79031: const     0.006800
vwretd    0.583601
SMB       0.003495
HML       0.005601
dtype: float64, 79032: const     0.003765
vwretd    3.181013
SMB      -0.013146
HML      -0.034693
dtype: float64, 79033: const     0.001488
vwretd    0.917561
SMB       0.009191
HML       0.009584
dtype: float64, 79034: const     0.003251
vwretd    0.185933
SMB       0.000184
HML       0.002174
dtype: float64, 79035: const    -0.004810
vwretd    0.838639
SMB       0.000691
HML       0.003927
dtype: float64, 79036: const    -0.000017
vwretd    0.930212
SMB       0.000296
HML       0.004517
dtype: float64, 79037: const    -0.000903
vwretd    1.237898
SMB       0.007597
HML       0.011059
dtype: float64, 79038: const     0.006099
vwretd    0.017531
SMB      -0.000273
HML       0.000528
dtype: float64, 79039: const     0.001153
vwretd    0.977413
SMB       0.007574
HML       0.006121
dtype: float64, 79040: const    -0.014087
vwretd    0.783827
SMB       0.001562
HML       0.009263
dtype: float64, 79042: const     0.011935
vwretd    1.211844
SMB       0.011129
HML      -0.000946
dtype: float64, 79043: const    -0.035879
vwretd   -0.509731
SMB      -0.004735
HML      -0.007546
dtype: float64, 79045: const    -0.018084
vwretd    0.684885
SMB       0.002351
HML       0.002609
dtype: float64, 79046: const    -0.013650
vwretd    1.043057
SMB       0.006186
HML       0.012372
dtype: float64, 79047: const    -0.019010
vwretd    0.999454
SMB       0.017228
HML       0.006644
dtype: float64, 79048: const     0.004094
vwretd    0.101628
SMB       0.000030
HML       0.000742
dtype: float64, 79049: const     0.003380
vwretd    0.103387
SMB      -0.000864
HML      -0.000656
dtype: float64, 79050: const    -0.006423
vwretd    1.362988
SMB       0.004607
HML       0.024021
dtype: float64, 79051: const     0.004639
vwretd    0.099500
SMB      -0.000704
HML       0.000096
dtype: float64, 79052: const     0.003587
vwretd    0.096457
SMB      -0.000124
HML      -0.000482
dtype: float64, 79053: const    -0.032912
vwretd    1.944294
SMB       0.015597
HML       0.022860
dtype: float64, 79054: const    -0.001133
vwretd    0.214542
SMB      -0.002703
HML       0.003255
dtype: float64, 79055: const      0.630194
vwretd    38.230160
SMB       -0.579789
HML       -0.417387
dtype: float64, 79057: const     0.005488
vwretd    0.788521
SMB      -0.001744
HML       0.005137
dtype: float64, 79058: const    -0.009238
vwretd    0.695991
SMB       0.008754
HML       0.020422
dtype: float64, 79059: const    -0.031027
vwretd    0.970352
SMB       0.016367
HML       0.010079
dtype: float64, 79061: const     0.010095
vwretd   -0.186355
SMB       0.006658
HML      -0.001500
dtype: float64, 79062: const    -0.027028
vwretd    1.785026
SMB       0.007984
HML       0.001817
dtype: float64, 79063: const     0.018950
vwretd    0.657259
SMB      -0.004414
HML       0.008947
dtype: float64, 79064: const    -0.046866
vwretd    1.291356
SMB       0.007318
HML      -0.001567
dtype: float64, 79065: const     0.011056
vwretd   -0.013455
SMB       0.003306
HML       0.001885
dtype: float64, 79066: const     0.014609
vwretd    0.793723
SMB       0.023144
HML       0.009576
dtype: float64, 79068: const    -0.108938
vwretd    1.437959
SMB       0.042198
HML      -0.003102
dtype: float64, 79069: const     0.018110
vwretd    1.180306
SMB       0.007343
HML       0.009696
dtype: float64, 79070: const    -0.083842
vwretd    0.914017
SMB      -0.029936
HML      -0.054758
dtype: float64, 79071: const     0.050343
vwretd    0.120124
SMB       0.001336
HML      -0.009391
dtype: float64, 79072: const     0.006125
vwretd    0.637718
SMB       0.004671
HML       0.008728
dtype: float64, 79073: const     0.003988
vwretd    0.703037
SMB       0.004522
HML       0.004670
dtype: float64, 79074: const    -0.005158
vwretd    0.819866
SMB       0.000284
HML       0.021777
dtype: float64, 79075: const    -0.002002
vwretd    1.275542
SMB       0.009197
HML       0.000507
dtype: float64, 79076: const     0.019320
vwretd    0.943000
SMB       0.001862
HML       0.016485
dtype: float64, 79077: const     0.005682
vwretd    0.304567
SMB       0.002796
HML      -0.000551
dtype: float64, 79078: const     0.000638
vwretd    1.152216
SMB       0.015009
HML       0.005853
dtype: float64, 79079: const     0.008992
vwretd    0.844231
SMB       0.023385
HML       0.030505
dtype: float64, 79080: const    -0.001635
vwretd    0.599579
SMB       0.001280
HML       0.002491
dtype: float64, 79081: const     0.048605
vwretd   -0.085459
SMB       0.004452
HML      -0.054283
dtype: float64, 79082: const    -0.038556
vwretd    1.140650
SMB       0.020864
HML      -0.016343
dtype: float64, 79083: const    -0.081350
vwretd    4.366481
SMB       0.023468
HML       0.016842
dtype: float64, 79084: const    -0.003137
vwretd    1.197733
SMB       0.016426
HML       0.018031
dtype: float64, 79085: const     0.022650
vwretd    0.183947
SMB       0.010028
HML       0.009867
dtype: float64, 79086: const     0.001722
vwretd    0.226587
SMB       0.012907
HML       0.001721
dtype: float64, 79087: const     0.007470
vwretd    0.333872
SMB       0.000229
HML       0.002354
dtype: float64, 79088: const    -0.008126
vwretd    1.266380
SMB       0.017724
HML       0.008655
dtype: float64, 79089: const     0.002075
vwretd    1.417138
SMB       0.008546
HML       0.005411
dtype: float64, 79090: const    -0.033877
vwretd    0.226247
SMB       0.084285
HML       0.039139
dtype: float64, 79091: const     0.009313
vwretd   -0.924631
SMB      -0.019334
HML      -0.033408
dtype: float64, 79092: const     0.006545
vwretd    0.107665
SMB       0.004649
HML       0.005356
dtype: float64, 79093: const     0.012816
vwretd    0.625392
SMB      -0.007612
HML      -0.003006
dtype: float64, 79094: const     0.009966
vwretd    1.799023
SMB       0.005451
HML      -0.002674
dtype: float64, 79095: const    -0.001592
vwretd    0.948204
SMB       0.009934
HML       0.015659
dtype: float64, 79096: const    -0.051588
vwretd    1.131346
SMB       0.028572
HML       0.038004
dtype: float64, 79097: const     0.000317
vwretd    1.872030
SMB       0.007413
HML       0.010642
dtype: float64, 79098: const    -0.046131
vwretd    2.079978
SMB      -0.041621
HML      -0.011898
dtype: float64, 79099: const    -0.029948
vwretd   -0.176592
SMB      -0.020645
HML      -0.018643
dtype: float64, 79100: const     0.039123
vwretd   -0.060645
SMB       0.006047
HML      -0.050172
dtype: float64, 79101: const    -0.011019
vwretd    0.786307
SMB      -0.001241
HML      -0.001095
dtype: float64, 79102: const    -0.026988
vwretd   -0.902499
SMB      -0.002291
HML      -0.006071
dtype: float64, 79103: const     0.012928
vwretd    0.698479
SMB       0.001230
HML       0.001290
dtype: float64, 79104: const     0.007825
vwretd    1.445179
SMB      -0.004501
HML      -0.009630
dtype: float64, 79105: const    -0.014876
vwretd    1.975391
SMB       0.014415
HML       0.007998
dtype: float64, 79107: const    -0.000389
vwretd    0.771091
SMB       0.004289
HML      -0.000731
dtype: float64, 79108: const     0.000925
vwretd    2.123504
SMB       0.006155
HML       0.004519
dtype: float64, 79109: const     0.005497
vwretd    0.680016
SMB       0.005253
HML       0.009774
dtype: float64, 79110: const     0.005786
vwretd    0.878998
SMB      -0.000249
HML       0.004952
dtype: float64, 79111: const     0.017199
vwretd   -0.649480
SMB      -0.007840
HML      -0.014608
dtype: float64, 79112: const    -0.012246
vwretd    1.331048
SMB      -0.004223
HML      -0.031914
dtype: float64, 79113: const     0.008738
vwretd    0.115435
SMB       0.002413
HML       0.004003
dtype: float64, 79114: const     0.015965
vwretd    1.117093
SMB      -0.000367
HML       0.001756
dtype: float64, 79115: const     0.013140
vwretd   -0.098682
SMB      -0.023452
HML      -0.012485
dtype: float64, 79116: const     0.005209
vwretd    0.527871
SMB       0.006374
HML       0.010595
dtype: float64, 79117: const     0.037143
vwretd    0.940667
SMB       0.038907
HML       0.010438
dtype: float64, 79118: const     0.017286
vwretd    0.922151
SMB       0.002566
HML      -0.003426
dtype: float64, 79119: const     0.024724
vwretd    1.103665
SMB       0.001609
HML      -0.006313
dtype: float64, 79120: const     0.007936
vwretd    0.583441
SMB       0.002843
HML       0.006673
dtype: float64, 79121: const     0.018297
vwretd    1.231687
SMB       0.013425
HML      -0.009919
dtype: float64, 79122: const     0.015913
vwretd    1.101950
SMB       0.012513
HML       0.005742
dtype: float64, 79123: const     0.003274
vwretd    0.867148
SMB       0.001307
HML       0.002384
dtype: float64, 79124: const    -0.006588
vwretd    1.185864
SMB       0.009477
HML       0.003695
dtype: float64, 79127: const     0.002706
vwretd    0.939056
SMB       0.002962
HML       0.002488
dtype: float64, 79129: const    -0.004326
vwretd    1.137942
SMB       0.003673
HML       0.009838
dtype: float64, 79130: const    -0.028714
vwretd    0.775271
SMB      -0.003334
HML      -0.020330
dtype: float64, 79131: const     0.004240
vwretd    0.677632
SMB       0.003753
HML       0.008555
dtype: float64, 79132: const     0.001862
vwretd    0.161600
SMB       0.000282
HML       0.002540
dtype: float64, 79133: const     0.006261
vwretd    0.625540
SMB       0.000579
HML       0.002341
dtype: float64, 79134: const     0.002402
vwretd    0.145533
SMB      -0.000607
HML       0.000825
dtype: float64, 79135: const    -0.063283
vwretd    0.121799
SMB       0.020211
HML       0.018732
dtype: float64, 79136: const     0.005066
vwretd    0.120168
SMB      -0.000355
HML       0.001333
dtype: float64, 79137: const    -0.019109
vwretd    1.344854
SMB       0.007160
HML       0.010826
dtype: float64, 79138: const     0.001781
vwretd    0.455754
SMB      -0.000888
HML       0.000957
dtype: float64, 79139: const     0.003559
vwretd    0.220253
SMB      -0.000767
HML      -0.000767
dtype: float64, 79140: const     0.003650
vwretd    0.098057
SMB      -0.000489
HML       0.001604
dtype: float64, 79141: const    -0.029877
vwretd    3.515852
SMB      -0.005182
HML       0.009249
dtype: float64, 79142: const     0.169299
vwretd   -1.831577
SMB       0.059663
HML       0.079694
dtype: float64, 79143: const     0.038315
vwretd   -0.494866
SMB       0.012513
HML      -0.016630
dtype: float64, 79144: const    -0.008606
vwretd    0.753051
SMB      -0.000881
HML       0.004889
dtype: float64, 79145: const    -0.003197
vwretd    2.045370
SMB       0.003199
HML       0.011857
dtype: float64, 79146: const    -0.001008
vwretd    1.157465
SMB       0.003738
HML       0.009744
dtype: float64, 79147: const     0.004810
vwretd    0.198297
SMB       0.009374
HML      -0.014876
dtype: float64, 79148: const     0.007562
vwretd    1.168785
SMB       0.011837
HML      -0.013534
dtype: float64, 79149: const    -0.027772
vwretd    2.659497
SMB       0.008441
HML       0.021357
dtype: float64, 79150: const     0.011181
vwretd    1.314342
SMB       0.004713
HML      -0.002699
dtype: float64, 79151: const    -0.000665
vwretd    0.587513
SMB       0.020557
HML       0.007254
dtype: float64, 79152: const    -0.006830
vwretd    1.624508
SMB       0.021319
HML      -0.001267
dtype: float64, 79153: const    -0.012396
vwretd    1.348379
SMB       0.012223
HML       0.016949
dtype: float64, 79154: const     0.025404
vwretd   -1.142087
SMB       0.042688
HML      -0.003785
dtype: float64, 79155: const    -0.166805
vwretd    0.698282
SMB       0.037786
HML      -0.020367
dtype: float64, 79156: const    -0.006723
vwretd    1.232420
SMB       0.021497
HML      -0.012065
dtype: float64, 79157: const     0.026660
vwretd    1.210489
SMB      -0.007324
HML      -0.012908
dtype: float64, 79158: const     0.029568
vwretd    0.069649
SMB      -0.000275
HML      -0.006875
dtype: float64, 79159: const     0.013879
vwretd    1.434512
SMB       0.014562
HML       0.010535
dtype: float64, 79160: const    -0.037483
vwretd    0.262393
SMB       0.019901
HML       0.020925
dtype: float64, 79161: const     0.015269
vwretd    1.604624
SMB       0.010128
HML      -0.001954
dtype: float64, 79162: const    -0.005008
vwretd   -0.134088
SMB      -0.006642
HML      -0.007254
dtype: float64, 79163: const     0.021265
vwretd    1.194438
SMB      -0.000710
HML       0.000175
dtype: float64, 79164: const     0.010112
vwretd    1.492091
SMB       0.028036
HML      -0.009909
dtype: float64, 79165: const     0.043669
vwretd    0.602864
SMB      -0.006289
HML       0.010147
dtype: float64, 79166: const     0.005107
vwretd    0.359734
SMB       0.006185
HML       0.005723
dtype: float64, 79167: const     0.037006
vwretd    0.886438
SMB       0.001685
HML      -0.014222
dtype: float64, 79168: const    -0.014539
vwretd    0.225411
SMB      -0.005947
HML      -0.019321
dtype: float64, 79169: const    -0.061853
vwretd   -0.375426
SMB       0.016879
HML       0.013917
dtype: float64, 79170: const    -0.001201
vwretd   -0.532177
SMB       0.010439
HML      -0.010142
dtype: float64, 79171: const     0.011339
vwretd    0.686927
SMB       0.002879
HML       0.000802
dtype: float64, 79172: const    -0.026628
vwretd    0.640308
SMB       0.017680
HML       0.007225
dtype: float64, 79173: const     0.015739
vwretd    1.191838
SMB       0.001045
HML       0.008473
dtype: float64, 79174: const    -0.079988
vwretd   -0.667500
SMB      -0.211595
HML      -0.215373
dtype: float64, 79175: const     0.021817
vwretd    1.338563
SMB       0.014236
HML      -0.004603
dtype: float64, 79176: const     0.002984
vwretd    0.337174
SMB       0.001106
HML       0.001184
dtype: float64, 79177: const     0.001703
vwretd    3.396938
SMB       0.017844
HML       0.025144
dtype: float64, 79178: const    -0.042801
vwretd    0.000472
SMB       0.001503
HML       0.002047
dtype: float64, 79179: const     0.006518
vwretd    2.177252
SMB       0.011659
HML       0.008779
dtype: float64, 79180: const    -0.177540
vwretd   -1.874483
SMB       0.136514
HML       0.151613
dtype: float64, 79181: const    -0.015214
vwretd    0.427518
SMB      -0.001172
HML       0.003709
dtype: float64, 79182: const    -0.075707
vwretd    1.482260
SMB       0.041793
HML       0.068139
dtype: float64, 79183: const    -0.001079
vwretd    0.889183
SMB       0.009169
HML       0.001331
dtype: float64, 79184: const    -0.031561
vwretd    2.133970
SMB       0.013421
HML       0.022565
dtype: float64, 79185: const     0.010178
vwretd    2.186363
SMB      -0.005392
HML       0.008717
dtype: float64, 79186: const     0.005654
vwretd    0.972433
SMB       0.015488
HML       0.001799
dtype: float64, 79187: const    -0.020617
vwretd    1.168807
SMB      -0.001753
HML      -0.018909
dtype: float64, 79188: const     0.002332
vwretd    1.010122
SMB       0.002806
HML       0.013165
dtype: float64, 79189: const     0.009092
vwretd    0.700198
SMB       0.001070
HML       0.008335
dtype: float64, 79190: const    -0.009319
vwretd    2.713680
SMB       0.014111
HML      -0.004715
dtype: float64, 79191: const    -0.005338
vwretd    2.223458
SMB       0.010864
HML       0.020173
dtype: float64, 79192: const     0.008551
vwretd    0.876324
SMB       0.007112
HML       0.009403
dtype: float64, 79193: const     0.018745
vwretd    0.949686
SMB       0.007779
HML      -0.006516
dtype: float64, 79194: const     0.018865
vwretd    0.093986
SMB       0.011152
HML      -0.000734
dtype: float64, 79195: const     0.002541
vwretd    1.231643
SMB       0.008974
HML       0.014765
dtype: float64, 79196: const    -0.006272
vwretd    0.304862
SMB       0.000700
HML       0.013005
dtype: float64, 79197: const    -0.015370
vwretd    1.830128
SMB       0.023170
HML      -0.007746
dtype: float64, 79198: const     0.000941
vwretd    1.581086
SMB       0.008230
HML       0.012625
dtype: float64, 79199: const     0.009248
vwretd    0.481040
SMB       0.002237
HML       0.006478
dtype: float64, 79200: const     0.011382
vwretd    0.331451
SMB       0.003524
HML       0.001618
dtype: float64, 79201: const    -0.039984
vwretd    0.876263
SMB      -0.004431
HML      -0.009547
dtype: float64, 79202: const    -0.068948
vwretd    0.336113
SMB       0.042134
HML       0.024714
dtype: float64, 79204: const     0.009151
vwretd    0.792694
SMB       0.000836
HML       0.006333
dtype: float64, 79205: const    -0.027978
vwretd    1.073242
SMB       0.009885
HML      -0.001098
dtype: float64, 79206: const     0.091665
vwretd    0.329749
SMB      -0.042127
HML      -0.024112
dtype: float64, 79207: const     0.000580
vwretd    0.602556
SMB       0.001330
HML       0.000050
dtype: float64, 79208: const    -0.072407
vwretd    1.565789
SMB      -0.008144
HML      -0.025386
dtype: float64, 79209: const    -0.005375
vwretd    1.214038
SMB       0.003705
HML       0.010057
dtype: float64, 79210: const     0.002757
vwretd    0.894878
SMB      -0.004271
HML       0.009297
dtype: float64, 79211: const    -0.000816
vwretd    1.050362
SMB       0.000956
HML       0.002267
dtype: float64, 79212: const     0.020128
vwretd    0.868711
SMB      -0.000193
HML       0.005876
dtype: float64, 79213: const    -0.001883
vwretd    0.876033
SMB       0.011504
HML       0.012447
dtype: float64, 79214: const    -0.007608
vwretd    0.586644
SMB      -0.004098
HML       0.003442
dtype: float64, 79215: const    -0.002445
vwretd    0.303034
SMB      -0.001162
HML       0.005085
dtype: float64, 79216: const     0.000323
vwretd    0.138703
SMB      -0.001055
HML       0.001897
dtype: float64, 79217: const    -0.000047
vwretd    0.160929
SMB      -0.000987
HML       0.003429
dtype: float64, 79218: const    -0.008091
vwretd    0.448841
SMB      -0.002345
HML       0.009544
dtype: float64, 79219: const    -0.033171
vwretd    2.552912
SMB       0.013818
HML       0.016684
dtype: float64, 79220: const     0.003309
vwretd    0.263371
SMB       0.000204
HML      -0.000644
dtype: float64, 79221: const     0.004578
vwretd    0.082466
SMB       0.000874
HML       0.000582
dtype: float64, 79222: const     0.003045
vwretd    0.110093
SMB       0.001043
HML       0.000535
dtype: float64, 79223: const    -0.023040
vwretd    0.277864
SMB       0.009677
HML      -0.007379
dtype: float64, 79224: const    -0.001611
vwretd    0.638611
SMB      -0.003175
HML       0.005641
dtype: float64, 79225: const     0.003827
vwretd    0.121214
SMB      -0.000549
HML       0.000188
dtype: float64, 79226: const     0.004679
vwretd    0.048504
SMB       0.000064
HML      -0.000656
dtype: float64, 79227: const    -0.017414
vwretd    1.392386
SMB       0.004235
HML       0.013685
dtype: float64, 79228: const     0.003985
vwretd    0.152412
SMB       0.001622
HML       0.003181
dtype: float64, 79229: const     0.003574
vwretd    0.192380
SMB      -0.000352
HML      -0.000004
dtype: float64, 79230: const     0.001016
vwretd    0.508854
SMB       0.001565
HML       0.001917
dtype: float64, 79231: const     0.009118
vwretd    0.437605
SMB       0.001693
HML      -0.001504
dtype: float64, 79232: const    -0.021257
vwretd    0.781354
SMB       0.002836
HML      -0.000419
dtype: float64, 79233: const     0.002804
vwretd    0.597960
SMB       0.001629
HML       0.005220
dtype: float64, 79234: const    -0.010900
vwretd    1.132204
SMB       0.003615
HML      -0.003114
dtype: float64, 79235: const    -0.000796
vwretd    0.771924
SMB       0.004760
HML       0.007457
dtype: float64, 79236: const     0.001709
vwretd    0.463650
SMB       0.000188
HML       0.001758
dtype: float64, 79237: const    -0.004714
vwretd    1.661790
SMB       0.009256
HML       0.009486
dtype: float64, 79238: const     0.003795
vwretd    0.731416
SMB       0.005629
HML       0.008657
dtype: float64, 79239: const    -0.001826
vwretd    0.547797
SMB       0.002315
HML       0.002837
dtype: float64, 79240: const     0.005467
vwretd    0.123165
SMB       0.000844
HML       0.000752
dtype: float64, 79241: const     0.004480
vwretd    0.173418
SMB      -0.000113
HML       0.000815
dtype: float64, 79242: const     0.004902
vwretd    0.189293
SMB       0.000717
HML       0.000507
dtype: float64, 79243: const     0.005017
vwretd    0.074747
SMB       0.000986
HML       0.000806
dtype: float64, 79244: const    -0.003313
vwretd    1.982591
SMB       0.005774
HML       0.014875
dtype: float64, 79245: const    -0.015104
vwretd    1.343577
SMB       0.012517
HML      -0.000768
dtype: float64, 79246: const     0.023314
vwretd    1.363573
SMB       0.015527
HML       0.018251
dtype: float64, 79247: const     0.002927
vwretd    0.423391
SMB       0.002110
HML      -0.003779
dtype: float64, 79248: const     0.011113
vwretd    1.112445
SMB       0.024122
HML      -0.000196
dtype: float64, 79249: const     0.010887
vwretd    0.607228
SMB       0.008576
HML       0.005894
dtype: float64, 79250: const     0.014165
vwretd    0.987919
SMB       0.004176
HML      -0.006181
dtype: float64, 79251: const    -0.002642
vwretd    1.542498
SMB       0.013353
HML       0.001455
dtype: float64, 79252: const     0.006049
vwretd    0.432529
SMB       0.008175
HML       0.008511
dtype: float64, 79253: const     0.004959
vwretd    0.652019
SMB       0.009432
HML       0.020977
dtype: float64, 79254: const     0.002490
vwretd    0.671013
SMB       0.000598
HML       0.007495
dtype: float64, 79255: const     0.009676
vwretd    0.778064
SMB       0.002253
HML       0.004224
dtype: float64, 79256: const    -0.020415
vwretd    2.340478
SMB       0.017298
HML       0.016509
dtype: float64, 79257: const    -0.030101
vwretd    1.084507
SMB       0.012931
HML      -0.003576
dtype: float64, 79258: const    -0.022154
vwretd   -0.066692
SMB       0.030744
HML      -0.007861
dtype: float64, 79259: const    -0.014196
vwretd    1.298394
SMB       0.015613
HML       0.013956
dtype: float64, 79260: const     0.019303
vwretd    1.161752
SMB       0.011531
HML      -0.023178
dtype: float64, 79261: const     0.136650
vwretd   -1.690828
SMB       0.009786
HML      -0.008807
dtype: float64, 79262: const    -0.012881
vwretd    2.140119
SMB       0.015069
HML       0.004529
dtype: float64, 79263: const    -0.019554
vwretd    1.240331
SMB       0.003664
HML       0.005817
dtype: float64, 79264: const     0.006953
vwretd    0.213270
SMB      -0.000897
HML       0.003947
dtype: float64, 79265: const     0.012344
vwretd    0.768887
SMB       0.003991
HML       0.003063
dtype: float64, 79266: const    -0.008659
vwretd    0.807331
SMB       0.008932
HML       0.004920
dtype: float64, 79267: const     0.000466
vwretd    0.976037
SMB       0.018733
HML       0.001283
dtype: float64, 79268: const     0.019960
vwretd   -0.587329
SMB      -0.008525
HML      -0.030269
dtype: float64, 79269: const     0.013275
vwretd    1.250811
SMB       0.006950
HML      -0.001702
dtype: float64, 79270: const    -0.237814
vwretd    2.077985
SMB      -0.011249
HML       0.036729
dtype: float64, 79271: const    -0.038909
vwretd    1.759023
SMB       0.001327
HML      -0.007928
dtype: float64, 79272: const    -0.039432
vwretd    1.382520
SMB       0.010601
HML       0.004905
dtype: float64, 79273: const    -0.185772
vwretd   -1.539246
SMB       0.000536
HML      -0.053963
dtype: float64, 79274: const     0.003019
vwretd    0.838224
SMB       0.001499
HML       0.003507
dtype: float64, 79275: const     0.005589
vwretd    0.711118
SMB       0.006494
HML      -0.002928
dtype: float64, 79276: const    -0.007896
vwretd    0.580679
SMB      -0.003545
HML       0.006078
dtype: float64, 79277: const     0.076318
vwretd    1.110165
SMB       0.024560
HML       0.007765
dtype: float64, 79278: const    -0.032653
vwretd   -0.831634
SMB      -0.051644
HML       0.024128
dtype: float64, 79279: const     0.027818
vwretd    0.301819
SMB       0.004554
HML       0.012317
dtype: float64, 79280: const     0.005782
vwretd    1.937546
SMB       0.017962
HML      -0.014957
dtype: float64, 79281: const    -0.084643
vwretd    1.653609
SMB       0.000648
HML       0.022261
dtype: float64, 79282: const    -0.107296
vwretd    1.753814
SMB       0.037545
HML       0.026761
dtype: float64, 79283: const    -0.000784
vwretd    0.458062
SMB       0.018020
HML      -0.000254
dtype: float64, 79284: const     0.006607
vwretd    0.462244
SMB       0.006861
HML       0.004222
dtype: float64, 79285: const     0.028395
vwretd   -0.874597
SMB      -0.062702
HML      -0.117130
dtype: float64, 79286: const     0.053691
vwretd   -0.062395
SMB       0.035421
HML       0.039291
dtype: float64, 79287: const    -0.032434
vwretd    1.539760
SMB      -0.063162
HML      -0.009395
dtype: float64, 79288: const    -0.014334
vwretd   -0.001243
SMB      -0.006959
HML      -0.018867
dtype: float64, 79289: const     0.003705
vwretd    1.351920
SMB       0.002043
HML       0.008589
dtype: float64, 79290: const    -0.013939
vwretd    1.723336
SMB       0.021511
HML       0.001284
dtype: float64, 79291: const     0.002722
vwretd    0.867321
SMB      -0.005025
HML      -0.014658
dtype: float64, 79292: const    -0.029718
vwretd   -0.281306
SMB       0.017182
HML       0.028401
dtype: float64, 79293: const     0.015707
vwretd   -0.020761
SMB       0.000884
HML       0.001501
dtype: float64, 79294: const    -0.007252
vwretd   -0.017614
SMB       0.025026
HML       0.023568
dtype: float64, 79295: const     0.052469
vwretd    1.003405
SMB      -0.004237
HML       0.016309
dtype: float64, 79296: const    -0.052786
vwretd    2.483620
SMB       0.022244
HML       0.003229
dtype: float64, 79297: const    -0.006211
vwretd    0.514493
SMB       0.008786
HML      -0.009652
dtype: float64, 79298: const    -0.019523
vwretd    0.133469
SMB      -0.001006
HML      -0.005315
dtype: float64, 79299: const     0.008558
vwretd    0.685363
SMB       0.000408
HML      -0.000561
dtype: float64, 79300: const     0.007111
vwretd    1.232495
SMB       0.008436
HML       0.005686
dtype: float64, 79301: const     0.001735
vwretd    0.677319
SMB       0.006299
HML      -0.000576
dtype: float64, 79302: const     0.006186
vwretd    1.176765
SMB       0.002578
HML       0.015473
dtype: float64, 79303: const     0.001018
vwretd    1.178754
SMB       0.006187
HML       0.007128
dtype: float64, 79304: const     0.007329
vwretd    1.946084
SMB       0.011721
HML       0.022359
dtype: float64, 79305: const     0.027358
vwretd    0.810345
SMB       0.009741
HML       0.009091
dtype: float64, 79306: const     0.016306
vwretd    0.014618
SMB       0.001563
HML      -0.002647
dtype: float64, 79307: const    -0.003874
vwretd    1.127674
SMB       0.013784
HML       0.009442
dtype: float64, 79308: const     0.015725
vwretd    0.176725
SMB       0.014021
HML      -0.020077
dtype: float64, 79309: const     0.008023
vwretd    0.641969
SMB       0.002301
HML       0.006197
dtype: float64, 79310: const     0.019006
vwretd    0.502945
SMB       0.006725
HML       0.006118
dtype: float64, 79311: const     0.019665
vwretd    0.937395
SMB       0.000387
HML       0.004538
dtype: float64, 79312: const     0.034139
vwretd   -1.505639
SMB       0.038247
HML      -0.010993
dtype: float64, 79313: const     0.004676
vwretd    0.300292
SMB       0.002882
HML       0.005810
dtype: float64, 79314: const    -0.104717
vwretd    2.115837
SMB      -0.002904
HML      -0.009951
dtype: float64, 79315: const    -0.010629
vwretd    0.993842
SMB       0.008907
HML       0.004009
dtype: float64, 79316: const    -0.013739
vwretd    1.751941
SMB       0.000640
HML      -0.000582
dtype: float64, 79319: const     0.305100
vwretd    0.417959
SMB      -0.004952
HML      -0.080257
dtype: float64, 79320: const    -0.050339
vwretd    0.809879
SMB       0.068945
HML       0.023985
dtype: float64, 79321: const     0.002171
vwretd    1.483018
SMB       0.007032
HML       0.018744
dtype: float64, 79322: const     0.009769
vwretd    0.403709
SMB       0.008530
HML      -0.002231
dtype: float64, 79323: const     0.002723
vwretd    0.924033
SMB      -0.004767
HML       0.007766
dtype: float64, 79324: const     0.003222
vwretd    1.389914
SMB       0.000274
HML       0.012461
dtype: float64, 79325: const     0.005721
vwretd    0.091424
SMB      -0.000334
HML      -0.000663
dtype: float64, 79326: const     0.004627
vwretd    0.078988
SMB      -0.000217
HML       0.000980
dtype: float64, 79327: const     0.009635
vwretd    0.805777
SMB       0.023473
HML       0.000989
dtype: float64, 79328: const    -0.018310
vwretd    1.153626
SMB       0.003921
HML       0.004021
dtype: float64, 79329: const     0.003788
vwretd    0.737342
SMB      -0.000436
HML       0.001879
dtype: float64, 79330: const     0.003824
vwretd    0.726635
SMB       0.002277
HML       0.003225
dtype: float64, 79331: const    -0.002012
vwretd    0.856822
SMB       0.001433
HML       0.003974
dtype: float64, 79332: const    -0.022424
vwretd    0.785708
SMB       0.004984
HML       0.006815
dtype: float64, 79333: const    -0.024753
vwretd   -0.276853
SMB       0.002985
HML      -0.001263
dtype: float64, 79334: const    -0.007477
vwretd    1.208803
SMB       0.002511
HML       0.014071
dtype: float64, 79335: const    -0.047522
vwretd    1.324964
SMB       0.004264
HML      -0.001543
dtype: float64, 79336: const    -0.014028
vwretd    1.332873
SMB       0.009851
HML       0.015029
dtype: float64, 79337: const    -0.009771
vwretd    1.176524
SMB       0.010020
HML       0.005476
dtype: float64, 79338: const     0.006872
vwretd    1.371522
SMB       0.013029
HML       0.008300
dtype: float64, 79339: const    -0.005464
vwretd    1.098356
SMB       0.002193
HML       0.003288
dtype: float64, 79340: const     0.005026
vwretd    0.038136
SMB       0.000433
HML       0.000922
dtype: float64, 79341: const     0.005123
vwretd    0.108760
SMB      -0.000417
HML       0.000205
dtype: float64, 79342: const    -0.010191
vwretd    1.089578
SMB       0.007664
HML       0.015898
dtype: float64, 79343: const    -0.007220
vwretd    0.564882
SMB       0.005074
HML       0.026495
dtype: float64, 79344: const    -0.015022
vwretd    0.993996
SMB       0.006987
HML       0.008076
dtype: float64, 79345: const    -0.019733
vwretd    0.306861
SMB      -0.014626
HML      -0.007417
dtype: float64, 79346: const     0.010784
vwretd    0.376898
SMB       0.009570
HML       0.005494
dtype: float64, 79347: const    -0.001638
vwretd    0.604729
SMB       0.000705
HML       0.004333
dtype: float64, 79348: const    -0.039606
vwretd    1.363413
SMB       0.008568
HML       0.017909
dtype: float64, 79349: const     0.027672
vwretd    0.563514
SMB       0.041819
HML      -0.014490
dtype: float64, 79350: const    -0.078430
vwretd   -2.593047
SMB      -0.083332
HML      -0.097859
dtype: float64, 79351: const    -0.018783
vwretd    1.181541
SMB       0.007338
HML       0.016528
dtype: float64, 79352: const     0.006123
vwretd    1.372383
SMB      -0.001332
HML       0.010011
dtype: float64, 79353: const    -0.002164
vwretd    0.266322
SMB      -0.005910
HML      -0.002314
dtype: float64, 79354: const    -0.001487
vwretd    1.161952
SMB       0.001043
HML       0.008270
dtype: float64, 79355: const    -0.000529
vwretd    0.194111
SMB       0.000203
HML       0.003443
dtype: float64, 79356: const     0.003445
vwretd    0.177900
SMB      -0.000216
HML      -0.000654
dtype: float64, 79357: const     0.003876
vwretd    0.102785
SMB       0.000556
HML       0.001936
dtype: float64, 79358: const     0.004694
vwretd    0.089101
SMB       0.000716
HML       0.001129
dtype: float64, 79359: const     0.000321
vwretd    0.311620
SMB       0.000517
HML       0.002575
dtype: float64, 79360: const     0.003895
vwretd    0.113994
SMB      -0.000498
HML      -0.000876
dtype: float64, 79361: const     0.004111
vwretd    0.087677
SMB       0.000392
HML       0.001336
dtype: float64, 79362: const    -0.001011
vwretd    1.174801
SMB       0.003168
HML       0.007565
dtype: float64, 79363: const     0.007401
vwretd    0.590856
SMB      -0.004539
HML       0.000374
dtype: float64, 79364: const    -0.014697
vwretd    1.162180
SMB       0.011930
HML       0.009857
dtype: float64, 79365: const    -0.012704
vwretd    0.223766
SMB       0.002576
HML      -0.007537
dtype: float64, 79366: const    -0.016483
vwretd    2.152148
SMB      -0.000077
HML       0.013108
dtype: float64, 79367: const    -0.012484
vwretd    1.511783
SMB       0.019681
HML      -0.022114
dtype: float64, 79368: const     0.018362
vwretd    0.343756
SMB       0.004310
HML       0.009040
dtype: float64, 79369: const     0.011972
vwretd   -3.071328
SMB      -0.044374
HML      -0.051503
dtype: float64, 79370: const    -0.025227
vwretd   -2.616997
SMB       0.009584
HML      -0.008935
dtype: float64, 79371: const    -0.019459
vwretd    0.552699
SMB       0.005604
HML      -0.013411
dtype: float64, 79372: const     0.018658
vwretd    1.151409
SMB       0.002433
HML      -0.005084
dtype: float64, 79373: const    -0.006795
vwretd    0.437724
SMB      -0.001736
HML      -0.002358
dtype: float64, 79374: const     0.001723
vwretd    1.160900
SMB       0.004106
HML       0.007205
dtype: float64, 79375: const    -0.081420
vwretd    1.647850
SMB       0.006814
HML      -0.003600
dtype: float64, 79376: const    -0.029876
vwretd    1.052230
SMB      -0.002233
HML      -0.009130
dtype: float64, 79377: const    -0.004940
vwretd    2.269113
SMB       0.012707
HML       0.002421
dtype: float64, 79378: const     0.015941
vwretd    0.848466
SMB       0.011516
HML      -0.003547
dtype: float64, 79379: const     0.017548
vwretd    1.854910
SMB       0.011251
HML      -0.047091
dtype: float64, 79380: const     0.028151
vwretd    0.784667
SMB      -0.006121
HML      -0.012966
dtype: float64, 79381: const     0.126689
vwretd   -2.905767
SMB       0.030639
HML      -0.046209
dtype: float64, 79382: const     0.002725
vwretd    0.961198
SMB       0.006369
HML       0.010746
dtype: float64, 79383: const     0.008833
vwretd    0.233604
SMB       0.002097
HML       0.001450
dtype: float64, 79384: const    -0.114546
vwretd    0.977856
SMB       0.032530
HML      -0.022389
dtype: float64, 79385: const     0.009345
vwretd    0.724279
SMB       0.007261
HML       0.000833
dtype: float64, 79386: const     0.004663
vwretd    0.257786
SMB      -0.013470
HML      -0.006655
dtype: float64, 79387: const     0.012088
vwretd    0.645872
SMB       0.015819
HML       0.005671
dtype: float64, 79388: const    -0.002048
vwretd    1.450948
SMB       0.011036
HML       0.024361
dtype: float64, 79389: const     0.008483
vwretd   -0.121946
SMB       0.001627
HML      -0.004134
dtype: float64, 79390: const     0.011475
vwretd    0.916635
SMB       0.031024
HML      -0.012233
dtype: float64, 79391: const    -0.029513
vwretd    0.550450
SMB      -0.000604
HML      -0.012772
dtype: float64, 79392: const     0.026460
vwretd    0.412831
SMB       0.012529
HML       0.003761
dtype: float64, 79393: const     0.041512
vwretd    0.786429
SMB       0.013356
HML      -0.023938
dtype: float64, 79394: const     0.006147
vwretd    0.679287
SMB       0.001133
HML       0.014993
dtype: float64, 79395: const    -0.044384
vwretd   -2.451652
SMB      -0.020095
HML      -0.061824
dtype: float64, 79396: const    -0.006381
vwretd    1.212604
SMB       0.011522
HML       0.009388
dtype: float64, 79397: const    -0.008186
vwretd    0.452818
SMB       0.001678
HML      -0.010316
dtype: float64, 79398: const    -0.061562
vwretd    2.426104
SMB       0.037588
HML       0.028932
dtype: float64, 79399: const     0.001863
vwretd    0.995006
SMB       0.007950
HML       0.002509
dtype: float64, 79400: const     0.044984
vwretd    0.831660
SMB       0.070021
HML      -0.024768
dtype: float64, 79401: const     0.063301
vwretd   -0.236590
SMB       0.011617
HML      -0.015080
dtype: float64, 79402: const    -0.025254
vwretd    1.099593
SMB       0.002389
HML      -0.003885
dtype: float64, 79403: const     0.015377
vwretd    0.649672
SMB      -0.001041
HML       0.010983
dtype: float64, 79404: const    -0.025915
vwretd    0.670829
SMB       0.001244
HML       0.001471
dtype: float64, 79405: const    -0.053476
vwretd    1.272760
SMB       0.038176
HML       0.027753
dtype: float64, 79406: const     0.017167
vwretd    0.352541
SMB       0.002475
HML       0.004710
dtype: float64, 79407: const    -0.006807
vwretd    0.972931
SMB       0.006011
HML       0.003004
dtype: float64, 79408: const     0.013214
vwretd    0.528491
SMB      -0.002213
HML       0.009878
dtype: float64, 79409: const    -0.031670
vwretd    0.435242
SMB       0.033210
HML       0.011146
dtype: float64, 79410: const     0.007686
vwretd    0.563509
SMB       0.013371
HML       0.001037
dtype: float64, 79411: const     0.006625
vwretd    1.022806
SMB       0.004329
HML      -0.001045
dtype: float64, 79412: const     0.030301
vwretd    0.390148
SMB       0.024809
HML      -0.005228
dtype: float64, 79413: const    -0.039936
vwretd    0.786844
SMB       0.008349
HML      -0.029357
dtype: float64, 79414: const     0.014780
vwretd   -0.447555
SMB       0.006575
HML       0.005758
dtype: float64, 79415: const     0.002034
vwretd    1.358255
SMB      -0.008085
HML      -0.003501
dtype: float64, 79416: const     0.027065
vwretd    0.659608
SMB       0.000183
HML      -0.009593
dtype: float64, 79417: const     0.009160
vwretd    1.061009
SMB       0.001838
HML       0.008293
dtype: float64, 79418: const     0.023525
vwretd    1.031075
SMB       0.017697
HML      -0.011305
dtype: float64, 79419: const    -0.013365
vwretd    1.478329
SMB       0.020051
HML       0.015150
dtype: float64, 79420: const    -0.013011
vwretd    1.194083
SMB       0.006181
HML      -0.002870
dtype: float64, 79421: const    -0.006931
vwretd    1.223358
SMB       0.009938
HML       0.007211
dtype: float64, 79422: const     0.012362
vwretd   -0.303264
SMB      -0.001515
HML       0.003188
dtype: float64, 79423: const    -0.031842
vwretd    0.769387
SMB       0.013332
HML       0.009091
dtype: float64, 79424: const     0.003586
vwretd    1.219876
SMB       0.008910
HML       0.007502
dtype: float64, 79425: const    -0.051162
vwretd    0.335387
SMB       0.001609
HML       0.004903
dtype: float64, 79426: const     0.010426
vwretd   -1.684550
SMB       0.020184
HML      -0.010178
dtype: float64, 79427: const     0.010163
vwretd    1.939218
SMB       0.013438
HML       0.001914
dtype: float64, 79428: const     0.009572
vwretd    2.416325
SMB       0.017107
HML       0.000062
dtype: float64, 79429: const     0.006860
vwretd    1.738034
SMB       0.012024
HML      -0.031187
dtype: float64, 79433: const    -0.027496
vwretd    0.519010
SMB       0.021273
HML       0.002431
dtype: float64, 79434: const    -0.043637
vwretd    0.750158
SMB       0.015134
HML      -0.007498
dtype: float64, 79435: const     0.014096
vwretd   -0.579905
SMB      -0.007922
HML      -0.007967
dtype: float64, 79436: const     0.000464
vwretd    1.427005
SMB       0.002934
HML       0.002747
dtype: float64, 79437: const    -0.063871
vwretd    0.814719
SMB      -0.003445
HML      -0.010297
dtype: float64, 79438: const    -0.032839
vwretd    1.387669
SMB       0.024084
HML       0.010993
dtype: float64, 79439: const     0.012191
vwretd    0.236103
SMB      -0.002513
HML       0.000772
dtype: float64, 79440: const     0.007667
vwretd    0.552758
SMB      -0.000404
HML       0.004522
dtype: float64, 79441: const     0.010926
vwretd    0.460254
SMB      -0.002747
HML       0.000187
dtype: float64, 79442: const     0.008884
vwretd    1.396348
SMB      -0.001536
HML      -0.000606
dtype: float64, 79443: const    -0.025451
vwretd    2.139269
SMB      -0.002523
HML       0.005862
dtype: float64, 79444: const    -0.008309
vwretd    1.775872
SMB       0.007105
HML       0.015588
dtype: float64, 79445: const    -0.031774
vwretd    1.243396
SMB       0.009438
HML       0.005052
dtype: float64, 79446: const     0.002061
vwretd    0.588440
SMB       0.000859
HML       0.001719
dtype: float64, 79447: const     0.001937
vwretd    0.652448
SMB      -0.000326
HML       0.000204
dtype: float64, 79448: const     0.004095
vwretd    0.112651
SMB      -0.000182
HML      -0.000506
dtype: float64, 79449: const     0.001582
vwretd    0.730358
SMB       0.002728
HML       0.007797
dtype: float64, 79450: const     0.003668
vwretd    0.125241
SMB       0.001117
HML       0.001308
dtype: float64, 79452: const     0.004203
vwretd    0.711341
SMB       0.003186
HML       0.005549
dtype: float64, 79453: const     0.002751
vwretd    0.137903
SMB       0.000795
HML       0.001638
dtype: float64, 79454: const     0.005273
vwretd    0.086510
SMB      -0.000667
HML       0.000167
dtype: float64, 79455: const     0.030967
vwretd    0.154504
SMB       0.012559
HML      -0.014828
dtype: float64, 79456: const     0.003418
vwretd    0.123489
SMB       0.000101
HML       0.000884
dtype: float64, 79457: const     0.004015
vwretd    0.086377
SMB       0.000600
HML      -0.000478
dtype: float64, 79458: const    -0.025166
vwretd   -0.430619
SMB      -0.017713
HML      -0.003693
dtype: float64, 79459: const    -0.020296
vwretd    0.769964
SMB      -0.002454
HML       0.006583
dtype: float64, 79460: const    -0.017129
vwretd    1.026181
SMB       0.002921
HML       0.009910
dtype: float64, 79461: const     0.002730
vwretd    0.692978
SMB       0.000946
HML       0.001043
dtype: float64, 79462: const     0.007551
vwretd    0.976881
SMB      -0.000016
HML       0.009176
dtype: float64, 79464: const     0.001795
vwretd    1.026244
SMB       0.002314
HML       0.004892
dtype: float64, 79466: const    -0.001762
vwretd    0.522776
SMB       0.018622
HML      -0.017206
dtype: float64, 79467: const     0.003712
vwretd    1.325142
SMB       0.011279
HML      -0.005947
dtype: float64, 79468: const    -0.012637
vwretd    2.000021
SMB       0.009414
HML       0.016187
dtype: float64, 79469: const     0.020092
vwretd    1.323146
SMB       0.011400
HML       0.004733
dtype: float64, 79470: const     0.042459
vwretd    1.529510
SMB       0.013880
HML       0.026329
dtype: float64, 79471: const    -0.126714
vwretd    3.977683
SMB      -0.053799
HML       0.019771
dtype: float64, 79472: const    -0.002817
vwretd    1.471472
SMB       0.007834
HML      -0.005020
dtype: float64, 79473: const     0.008448
vwretd    0.361222
SMB      -0.016465
HML       0.035640
dtype: float64, 79474: const    -0.004189
vwretd    0.953642
SMB       0.007780
HML       0.000358
dtype: float64, 79475: const    -0.021800
vwretd    1.157356
SMB      -0.042057
HML      -0.037495
dtype: float64, 79476: const    -0.043692
vwretd    3.452218
SMB       0.021635
HML       0.002022
dtype: float64, 79477: const     0.007852
vwretd    0.668570
SMB       0.010413
HML       0.005885
dtype: float64, 79478: const     0.048962
vwretd    1.126410
SMB       0.050393
HML      -0.028893
dtype: float64, 79479: const     0.007191
vwretd    0.083585
SMB       0.001444
HML       0.011092
dtype: float64, 79480: const    -0.015592
vwretd    1.834095
SMB       0.008505
HML       0.006926
dtype: float64, 79481: const    -0.003589
vwretd    2.001566
SMB      -0.004000
HML       0.006344
dtype: float64, 79482: const    -0.014972
vwretd    1.064364
SMB       0.004348
HML       0.012210
dtype: float64, 79483: const    -0.070753
vwretd    1.785303
SMB      -0.004037
HML      -0.025053
dtype: float64, 79484: const     0.024430
vwretd    1.560793
SMB       0.025019
HML       0.026263
dtype: float64, 79485: const     0.012506
vwretd    1.726798
SMB       0.005823
HML       0.009350
dtype: float64, 79486: const    -0.010523
vwretd    1.665492
SMB       0.012117
HML       0.014153
dtype: float64, 79488: const     0.036336
vwretd    0.025848
SMB      -0.000536
HML      -0.001414
dtype: float64, 79489: const     0.021620
vwretd    0.452649
SMB       0.001963
HML       0.004083
dtype: float64, 79490: const     0.005733
vwretd    1.126941
SMB       0.007149
HML       0.005666
dtype: float64, 79491: const     0.009227
vwretd    0.587180
SMB      -0.002382
HML       0.004169
dtype: float64, 79492: const     0.010729
vwretd    0.563242
SMB       0.004706
HML       0.004747
dtype: float64, 79493: const     0.035768
vwretd    1.586428
SMB       0.024021
HML       0.055671
dtype: float64, 79494: const    -0.037875
vwretd    2.472886
SMB       0.002329
HML       0.026294
dtype: float64, 79495: const    -0.053036
vwretd    0.106639
SMB       0.022867
HML      -0.013704
dtype: float64, 79496: const    -0.051275
vwretd   -0.851314
SMB      -0.012445
HML      -0.004008
dtype: float64, 79497: const     0.024268
vwretd    0.776961
SMB       0.021322
HML      -0.007810
dtype: float64, 79498: const     0.026181
vwretd    0.102211
SMB       0.022029
HML       0.002599
dtype: float64, 79499: const     0.014762
vwretd    1.194793
SMB       0.004579
HML      -0.002081
dtype: float64, 79500: const    -0.003642
vwretd    0.196436
SMB       0.005406
HML      -0.019273
dtype: float64, 79501: const    -0.027190
vwretd    2.495120
SMB      -0.002123
HML      -0.003268
dtype: float64, 79502: const     0.000783
vwretd    1.113574
SMB       0.009891
HML       0.012212
dtype: float64, 79503: const     0.044346
vwretd    0.967409
SMB       0.012153
HML      -0.027975
dtype: float64, 79504: const     0.018149
vwretd    1.041436
SMB       0.014566
HML      -0.020227
dtype: float64, 79505: const    -0.003228
vwretd    3.491535
SMB       0.017079
HML       0.005729
dtype: float64, 79506: const     0.004497
vwretd   -0.043645
SMB       0.006433
HML      -0.004282
dtype: float64, 79507: const     0.008125
vwretd    0.952353
SMB       0.007006
HML       0.007677
dtype: float64, 79508: const     0.008074
vwretd    1.054437
SMB       0.014011
HML       0.001568
dtype: float64, 79509: const     0.008434
vwretd    1.064361
SMB       0.003791
HML       0.006285
dtype: float64, 79510: const     0.004810
vwretd    0.815713
SMB       0.007490
HML      -0.002191
dtype: float64, 79511: const    -0.016532
vwretd    2.548167
SMB       0.011019
HML       0.022800
dtype: float64, 79512: const     0.010941
vwretd    0.103759
SMB       0.003286
HML       0.003880
dtype: float64, 79513: const    -0.051569
vwretd    1.373168
SMB       0.007907
HML      -0.007226
dtype: float64, 79514: const     -0.911449
vwretd   -87.969158
SMB        1.320780
HML        0.811061
dtype: float64, 79515: const     0.006033
vwretd    0.444650
SMB       0.003756
HML      -0.000605
dtype: float64, 79516: const    -0.018810
vwretd    1.816330
SMB       0.005962
HML      -0.002975
dtype: float64, 79517: const     0.005030
vwretd    0.684101
SMB       0.001958
HML       0.006483
dtype: float64, 79518: const    -0.024848
vwretd    1.625695
SMB       0.009946
HML       0.001416
dtype: float64, 79519: const    -0.012653
vwretd    2.256284
SMB       0.002217
HML      -0.017096
dtype: float64, 79520: const    -0.002523
vwretd    0.346414
SMB       0.005738
HML      -0.025262
dtype: float64, 79521: const     0.008267
vwretd    0.332914
SMB       0.012638
HML       0.012140
dtype: float64, 79522: const    -0.029311
vwretd   -1.099617
SMB      -0.011815
HML      -0.013964
dtype: float64, 79523: const    -0.000657
vwretd    1.519245
SMB       0.016251
HML      -0.001829
dtype: float64, 79524: const    -0.006194
vwretd    0.881671
SMB       0.006024
HML       0.012732
dtype: float64, 79525: const     0.008208
vwretd    1.291048
SMB       0.010635
HML       0.002213
dtype: float64, 79526: const     0.017410
vwretd    0.184923
SMB       0.008129
HML       0.011424
dtype: float64, 79527: const    -0.003043
vwretd    2.524981
SMB       0.004012
HML       0.020881
dtype: float64, 79528: const     0.007829
vwretd    0.950781
SMB       0.008781
HML       0.001527
dtype: float64, 79529: const    -0.041632
vwretd    1.313146
SMB       0.005263
HML       0.003152
dtype: float64, 79530: const     0.003324
vwretd    1.240224
SMB       0.007737
HML       0.015568
dtype: float64, 79531: const     0.022260
vwretd    0.491814
SMB       0.017473
HML      -0.022397
dtype: float64, 79532: const    -0.020169
vwretd    1.375042
SMB       0.014184
HML       0.018903
dtype: float64, 79533: const    -0.051639
vwretd    0.932497
SMB      -0.006535
HML      -0.008971
dtype: float64, 79534: const     0.008404
vwretd    0.222096
SMB       0.002646
HML       0.006513
dtype: float64, 79535: const    -0.026325
vwretd    0.883003
SMB       0.013838
HML       0.011535
dtype: float64, 79536: const    -0.007917
vwretd    2.483138
SMB       0.042885
HML       0.020618
dtype: float64, 79538: const    -0.066324
vwretd    2.275987
SMB       0.008349
HML       0.021803
dtype: float64, 79539: const     0.024811
vwretd    1.125185
SMB       0.005555
HML       0.012817
dtype: float64, 79540: const    -0.034630
vwretd    0.761142
SMB       0.010663
HML      -0.000442
dtype: float64, 79541: const     0.019270
vwretd    0.940638
SMB      -0.009735
HML      -0.008805
dtype: float64, 79542: const     0.007414
vwretd    0.319352
SMB       0.002280
HML       0.007040
dtype: float64, 79543: const     0.049444
vwretd    2.913390
SMB      -0.005770
HML      -0.049704
dtype: float64, 79544: const     0.016411
vwretd    2.509199
SMB       0.004575
HML      -0.043703
dtype: float64, 79545: const     0.000524
vwretd    1.287719
SMB       0.002183
HML       0.006382
dtype: float64, 79546: const     0.001702
vwretd    0.441614
SMB       0.006303
HML       0.007864
dtype: float64, 79547: const     0.003118
vwretd    0.722677
SMB       0.001318
HML       0.005657
dtype: float64, 79548: const     0.004763
vwretd    0.037963
SMB       0.003443
HML       0.001446
dtype: float64, 79549: const    -0.023975
vwretd   -0.103936
SMB       0.003292
HML       0.003754
dtype: float64, 79550: const     0.005947
vwretd    0.626594
SMB       0.017688
HML       0.021151
dtype: float64, 79551: const    -0.032220
vwretd    2.210094
SMB       0.019057
HML      -0.000859
dtype: float64, 79552: const    -0.003653
vwretd    0.137740
SMB       0.015759
HML       0.022326
dtype: float64, 79553: const    -0.046326
vwretd   -1.292167
SMB      -0.008154
HML      -0.093962
dtype: float64, 79554: const    -0.024994
vwretd    0.080800
SMB      -0.004443
HML       0.000203
dtype: float64, 79555: const    -0.001368
vwretd    0.163755
SMB      -0.001866
HML       0.001242
dtype: float64, 79556: const     0.004422
vwretd    0.448158
SMB       0.009006
HML       0.009029
dtype: float64, 79557: const    -0.008065
vwretd    1.254203
SMB       0.003599
HML      -0.001473
dtype: float64, 79558: const     0.002770
vwretd    0.644913
SMB       0.004141
HML       0.006773
dtype: float64, 79559: const     0.005240
vwretd    0.504507
SMB       0.004023
HML       0.005425
dtype: float64, 79560: const     0.006815
vwretd    0.257082
SMB       0.000503
HML       0.001547
dtype: float64, 79561: const     0.003819
vwretd    0.411084
SMB       0.001000
HML       0.002904
dtype: float64, 79562: const     0.013539
vwretd    1.583392
SMB       0.015068
HML       0.013555
dtype: float64, 79563: const    -0.000690
vwretd    0.717100
SMB       0.008013
HML      -0.004939
dtype: float64, 79564: const     0.004675
vwretd    1.292731
SMB       0.012572
HML      -0.001323
dtype: float64, 79566: const    -0.038571
vwretd    4.139927
SMB      -0.047323
HML      -0.052001
dtype: float64, 79567: const    -0.048500
vwretd    1.272118
SMB       0.031092
HML       0.007625
dtype: float64, 79568: const     0.001018
vwretd    2.680690
SMB       0.012721
HML      -0.002269
dtype: float64, 79569: const     0.015866
vwretd    1.937793
SMB      -0.004876
HML      -0.016900
dtype: float64, 79570: const    -0.033738
vwretd   -1.557239
SMB      -0.002079
HML       0.009152
dtype: float64, 79571: const     0.008147
vwretd    0.654857
SMB       0.004413
HML       0.007887
dtype: float64, 79572: const     0.058225
vwretd    0.378338
SMB       0.019046
HML      -0.001496
dtype: float64, 79573: const     0.002815
vwretd    1.121855
SMB       0.017890
HML      -0.002168
dtype: float64, 79574: const     0.016293
vwretd   -0.074652
SMB       0.003463
HML      -0.009201
dtype: float64, 79575: const    -0.143210
vwretd    1.399812
SMB       0.009957
HML       0.032803
dtype: float64, 79576: const     0.020917
vwretd    0.264386
SMB       0.003963
HML       0.016087
dtype: float64, 79577: const     0.023116
vwretd    1.751155
SMB       0.006319
HML      -0.015272
dtype: float64, 79578: const    -0.030441
vwretd    0.296257
SMB       0.004516
HML      -0.014035
dtype: float64, 79579: const     0.094503
vwretd    3.847877
SMB       0.037525
HML       0.090442
dtype: float64, 79580: const     0.011561
vwretd    0.739849
SMB       0.007812
HML       0.000376
dtype: float64, 79581: const     0.009705
vwretd    0.037149
SMB       0.015415
HML      -0.001183
dtype: float64, 79582: const     0.006531
vwretd    0.638681
SMB       0.003900
HML       0.009260
dtype: float64, 79583: const    -0.002741
vwretd    1.337374
SMB       0.007094
HML       0.018838
dtype: float64, 79584: const     0.000683
vwretd    0.477789
SMB       0.001172
HML       0.005464
dtype: float64, 79585: const     0.013848
vwretd    0.493410
SMB       0.001690
HML       0.005264
dtype: float64, 79586: const     0.002053
vwretd    1.540346
SMB       0.014083
HML       0.008434
dtype: float64, 79587: const    -0.038192
vwretd    1.066424
SMB       0.015938
HML       0.000771
dtype: float64, 79588: const     0.030666
vwretd    0.629820
SMB       0.003662
HML      -0.000862
dtype: float64, 79589: const    -0.022873
vwretd    0.922291
SMB       0.020855
HML       0.014240
dtype: float64, 79590: const    -0.052958
vwretd   -0.174824
SMB      -0.117535
HML      -0.166561
dtype: float64, 79591: const    -0.011907
vwretd    1.287960
SMB       0.010419
HML       0.003101
dtype: float64, 79592: const     0.001635
vwretd    1.565343
SMB       0.007195
HML       0.024721
dtype: float64, 79593: const     0.001199
vwretd    0.567735
SMB       0.006602
HML      -0.004719
dtype: float64, 79594: const    -0.012998
vwretd    1.626228
SMB       0.008322
HML       0.007879
dtype: float64, 79595: const     0.007138
vwretd    1.274479
SMB       0.027717
HML      -0.008220
dtype: float64, 79596: const    -0.068172
vwretd    1.761401
SMB      -0.009787
HML      -0.018278
dtype: float64, 79597: const    -0.005515
vwretd    3.239685
SMB       0.032664
HML       0.019982
dtype: float64, 79598: const    -0.040318
vwretd    1.834703
SMB       0.020876
HML       0.003496
dtype: float64, 79599: const    -0.051345
vwretd    0.712755
SMB      -0.019240
HML      -0.015448
dtype: float64, 79600: const     0.011170
vwretd    0.283843
SMB       0.011285
HML      -0.003653
dtype: float64, 79601: const    -0.047118
vwretd    1.825772
SMB       0.003765
HML       0.014883
dtype: float64, 79602: const    -0.038144
vwretd    2.460256
SMB       0.014458
HML       0.008073
dtype: float64, 79603: const    -0.139556
vwretd    1.566495
SMB      -0.012104
HML      -0.028685
dtype: float64, 79604: const     0.009738
vwretd    1.859795
SMB       0.006821
HML       0.023351
dtype: float64, 79605: const     0.006113
vwretd    1.339159
SMB       0.005181
HML       0.000213
dtype: float64, 79606: const    -0.010735
vwretd   -0.042543
SMB      -0.004541
HML      -0.015294
dtype: float64, 79607: const    -0.006261
vwretd    1.221690
SMB       0.005876
HML       0.007944
dtype: float64, 79608: const     0.030763
vwretd    0.402229
SMB       0.002393
HML       0.009957
dtype: float64, 79609: const     0.004605
vwretd    0.953508
SMB       0.002907
HML       0.007604
dtype: float64, 79610: const    -0.045744
vwretd    1.938635
SMB       0.004122
HML       0.005345
dtype: float64, 79611: const     0.004792
vwretd    1.026520
SMB       0.012293
HML       0.009499
dtype: float64, 79612: const     0.012668
vwretd    2.008315
SMB       0.020635
HML      -0.019016
dtype: float64, 79613: const    -0.021338
vwretd    1.340696
SMB       0.004495
HML       0.010224
dtype: float64, 79614: const    -0.190351
vwretd   -0.710373
SMB       0.001890
HML       0.029536
dtype: float64, 79615: const     0.002005
vwretd    0.523688
SMB       0.006727
HML       0.005236
dtype: float64, 79616: const     0.042083
vwretd    1.109996
SMB       0.009275
HML      -0.000730
dtype: float64, 79617: const     0.018201
vwretd    0.571243
SMB       0.003474
HML       0.008879
dtype: float64, 79618: const     0.004999
vwretd    0.409283
SMB       0.003171
HML       0.003285
dtype: float64, 79619: const     0.014656
vwretd    1.806607
SMB       0.008204
HML       0.010095
dtype: float64, 79620: const    -0.002367
vwretd    0.776113
SMB       0.000840
HML       0.011353
dtype: float64, 79621: const     0.042078
vwretd    0.694105
SMB       0.009659
HML      -0.001318
dtype: float64, 79622: const    -0.026904
vwretd    2.053977
SMB       0.014548
HML       0.012049
dtype: float64, 79623: const    -0.056689
vwretd    2.367756
SMB       0.013200
HML       0.003750
dtype: float64, 79624: const     0.022534
vwretd    0.059938
SMB       0.006661
HML      -0.031325
dtype: float64, 79625: const    -0.005455
vwretd   -0.781891
SMB       0.034478
HML       0.002690
dtype: float64, 79626: const    -0.036128
vwretd    1.837015
SMB       0.049503
HML       0.039434
dtype: float64, 79627: const     0.001232
vwretd    0.766177
SMB       0.007935
HML       0.011198
dtype: float64, 79628: const     0.004187
vwretd    1.075389
SMB       0.008396
HML      -0.003014
dtype: float64, 79629: const     0.018012
vwretd    0.783807
SMB       0.004012
HML      -0.014182
dtype: float64, 79630: const     0.018405
vwretd    0.563208
SMB       0.001808
HML       0.008683
dtype: float64, 79631: const    -0.011763
vwretd    1.575910
SMB       0.015982
HML      -0.005790
dtype: float64, 79633: const    -0.015309
vwretd    1.161963
SMB       0.001855
HML       0.002716
dtype: float64, 79634: const    -0.022277
vwretd    0.903858
SMB       0.005638
HML       0.007930
dtype: float64, 79635: const     0.011919
vwretd    0.626898
SMB       0.008044
HML       0.007527
dtype: float64, 79636: const    -0.004370
vwretd    1.000375
SMB       0.007393
HML      -0.007010
dtype: float64, 79637: const     0.003402
vwretd    1.144068
SMB       0.002343
HML       0.004778
dtype: float64, 79639: const    -0.071933
vwretd    2.500318
SMB      -0.004974
HML       0.020215
dtype: float64, 79640: const     0.006208
vwretd    1.637409
SMB       0.001117
HML       0.013926
dtype: float64, 79641: const     0.002807
vwretd    1.932757
SMB       0.002844
HML       0.010662
dtype: float64, 79642: const    -0.006359
vwretd    1.173558
SMB       0.003456
HML       0.005156
dtype: float64, 79643: const     0.004885
vwretd    0.204221
SMB       0.000976
HML       0.002745
dtype: float64, 79644: const     0.003453
vwretd    1.005861
SMB       0.003442
HML       0.001255
dtype: float64, 79645: const     0.006549
vwretd    0.863741
SMB       0.019819
HML       0.006691
dtype: float64, 79646: const     0.001529
vwretd    0.821821
SMB       0.001397
HML       0.004490
dtype: float64, 79647: const    -0.006348
vwretd   -0.020214
SMB      -0.014247
HML      -0.006095
dtype: float64, 79648: const     0.013441
vwretd    1.352733
SMB       0.003150
HML       0.000861
dtype: float64, 79649: const    -0.039159
vwretd    1.917978
SMB       0.002962
HML       0.010743
dtype: float64, 79650: const     0.002933
vwretd    0.063305
SMB      -0.000325
HML       0.001349
dtype: float64, 79651: const    -0.011718
vwretd   -0.360742
SMB      -0.013267
HML       0.000240
dtype: float64, 79652: const     0.033174
vwretd    1.087661
SMB      -0.003621
HML       0.005446
dtype: float64, 79653: const    -0.042340
vwretd    1.621599
SMB       0.021414
HML       0.007942
dtype: float64, 79654: const    -0.000411
vwretd    0.929971
SMB       0.008044
HML       0.012815
dtype: float64, 79655: const    -0.017313
vwretd    0.672304
SMB       0.018068
HML       0.007162
dtype: float64, 79656: const     0.005515
vwretd    0.119047
SMB      -0.001377
HML       0.001740
dtype: float64, 79657: const     0.003832
vwretd    0.173573
SMB      -0.001315
HML       0.002191
dtype: float64, 79658: const     0.002420
vwretd    0.284898
SMB      -0.003107
HML       0.000893
dtype: float64, 79659: const     0.005421
vwretd    0.048142
SMB      -0.000508
HML       0.000238
dtype: float64, 79660: const     0.009741
vwretd    0.307862
SMB       0.001963
HML       0.001460
dtype: float64, 79661: const     0.012915
vwretd    0.211294
SMB      -0.000191
HML       0.000683
dtype: float64, 79662: const    -0.001668
vwretd    1.270870
SMB       0.005321
HML       0.010139
dtype: float64, 79663: const     0.009852
vwretd    0.938417
SMB       0.002310
HML       0.000013
dtype: float64, 79664: const    -0.026676
vwretd    0.824288
SMB       0.007311
HML       0.010876
dtype: float64, 79665: const     0.001441
vwretd    0.630072
SMB       0.000221
HML       0.001905
dtype: float64, 79666: const     0.001305
vwretd    0.453091
SMB       0.002963
HML       0.007035
dtype: float64, 79667: const     0.001636
vwretd    1.094150
SMB       0.002127
HML       0.006911
dtype: float64, 79668: const    -0.003371
vwretd    1.529801
SMB       0.007893
HML       0.006702
dtype: float64, 79669: const     0.009515
vwretd    0.754499
SMB       0.010667
HML       0.022280
dtype: float64, 79670: const    -0.012567
vwretd    0.760270
SMB       0.006455
HML       0.012260
dtype: float64, 79671: const     0.003166
vwretd    0.667234
SMB       0.000074
HML       0.001874
dtype: float64, 79672: const     0.000669
vwretd    2.080205
SMB       0.008822
HML       0.015648
dtype: float64, 79673: const     0.006194
vwretd    1.159918
SMB       0.008902
HML      -0.003909
dtype: float64, 79674: const    -0.036519
vwretd    0.971255
SMB       0.003531
HML       0.007238
dtype: float64, 79675: const     0.025430
vwretd    0.466422
SMB       0.014352
HML       0.003672
dtype: float64, 79676: const     0.020591
vwretd    1.320281
SMB       0.005854
HML      -0.015172
dtype: float64, 79677: const    -0.024794
vwretd    1.491649
SMB       0.008024
HML       0.008286
dtype: float64, 79678: const     0.016897
vwretd    0.671644
SMB       0.003082
HML      -0.001248
dtype: float64, 79679: const     0.014775
vwretd    1.165754
SMB      -0.003723
HML       0.002416
dtype: float64, 79680: const    -0.084956
vwretd    0.290935
SMB      -0.013236
HML      -0.024286
dtype: float64, 79681: const     0.060476
vwretd    4.253351
SMB       0.051855
HML       0.050422
dtype: float64, 79682: const     0.010957
vwretd    0.421136
SMB       0.002228
HML       0.004209
dtype: float64, 79683: const    -0.007884
vwretd    1.974276
SMB       0.019299
HML      -0.002307
dtype: float64, 79684: const     0.004447
vwretd    1.563454
SMB       0.008125
HML       0.016212
dtype: float64, 79685: const    -0.032819
vwretd    1.623938
SMB       0.016822
HML       0.007081
dtype: float64, 79686: const     0.013467
vwretd    0.863948
SMB       0.007509
HML       0.003710
dtype: float64, 79687: const     0.001831
vwretd    2.662693
SMB       0.044995
HML       0.024864
dtype: float64, 79688: const     0.044264
vwretd   -0.933691
SMB       0.029954
HML      -0.014480
dtype: float64, 79689: const     0.001770
vwretd    0.636513
SMB       0.003657
HML      -0.007467
dtype: float64, 79690: const    -0.111665
vwretd    4.204800
SMB       0.033445
HML       0.015383
dtype: float64, 79691: const     0.036582
vwretd    0.452031
SMB       0.014100
HML      -0.003194
dtype: float64, 79692: const     0.010652
vwretd    0.216014
SMB       0.002305
HML       0.004705
dtype: float64, 79693: const     0.009190
vwretd    0.188800
SMB       0.004260
HML       0.004937
dtype: float64, 79694: const     0.016747
vwretd    0.653443
SMB       0.002200
HML       0.010765
dtype: float64, 79695: const    -0.007937
vwretd    0.797128
SMB       0.012690
HML       0.009916
dtype: float64, 79696: const     0.031198
vwretd   -0.226497
SMB       0.009812
HML      -0.019144
dtype: float64, 79697: const     0.001532
vwretd    1.199407
SMB      -0.001869
HML       0.010983
dtype: float64, 79698: const     0.008526
vwretd    1.109234
SMB       0.003054
HML       0.002401
dtype: float64, 79699: const     0.034813
vwretd   -2.000239
SMB      -0.012651
HML      -0.090527
dtype: float64, 79700: const     0.007677
vwretd    1.022827
SMB       0.008128
HML       0.005877
dtype: float64, 79701: const    -0.001309
vwretd    1.063710
SMB       0.016328
HML       0.015899
dtype: float64, 79702: const    -0.007604
vwretd    1.064111
SMB       0.020678
HML       0.000565
dtype: float64, 79703: const    -0.001762
vwretd    0.912480
SMB       0.009445
HML      -0.003019
dtype: float64, 79704: const    -0.003667
vwretd    0.511484
SMB       0.023143
HML       0.000457
dtype: float64, 79705: const    -0.002212
vwretd   -0.932860
SMB       0.009761
HML       0.017816
dtype: float64, 79706: const    -0.017805
vwretd    1.925603
SMB       0.003077
HML      -0.018303
dtype: float64, 79707: const    -0.059503
vwretd    1.337099
SMB      -0.010708
HML      -0.012925
dtype: float64, 79708: const    -0.020472
vwretd    0.226000
SMB       0.005253
HML       0.001640
dtype: float64, 79709: const     0.003754
vwretd    0.481470
SMB       0.000945
HML       0.005319
dtype: float64, 79710: const    -0.014579
vwretd    2.090721
SMB       0.006182
HML       0.007695
dtype: float64, 79711: const     0.044554
vwretd   -0.765375
SMB      -0.005414
HML      -0.020680
dtype: float64, 79712: const    -0.020330
vwretd    2.356659
SMB       0.014919
HML       0.014741
dtype: float64, 79713: const    -0.019343
vwretd    0.903114
SMB       0.010025
HML       0.002792
dtype: float64, 79714: const    -0.000028
vwretd    1.065084
SMB       0.001025
HML       0.013244
dtype: float64, 79715: const    -0.002907
vwretd    0.591793
SMB       0.003385
HML      -0.001600
dtype: float64, 79716: const    -0.003264
vwretd    1.817271
SMB       0.018914
HML      -0.003733
dtype: float64, 79717: const     0.002858
vwretd    0.722544
SMB       0.009187
HML      -0.000021
dtype: float64, 79718: const     0.024110
vwretd    1.574701
SMB       0.003726
HML      -0.014095
dtype: float64, 79719: const     0.027366
vwretd   -0.074865
SMB       0.007492
HML      -0.012684
dtype: float64, 79720: const     0.004536
vwretd    1.399266
SMB       0.032111
HML       0.025062
dtype: float64, 79721: const     0.026905
vwretd    0.164433
SMB      -0.003250
HML      -0.017349
dtype: float64, 79722: const     0.000842
vwretd    0.457613
SMB       0.010773
HML       0.009164
dtype: float64, 79723: const     0.003499
vwretd   -0.484475
SMB       0.013963
HML      -0.005945
dtype: float64, 79724: const     0.002297
vwretd    1.127089
SMB       0.007458
HML       0.012437
dtype: float64, 79725: const    -0.000959
vwretd    1.030864
SMB       0.010027
HML       0.004275
dtype: float64, 79726: const     0.008665
vwretd    0.421179
SMB       0.007001
HML       0.008401
dtype: float64, 79727: const     0.009279
vwretd    1.112119
SMB       0.000247
HML       0.007149
dtype: float64, 79728: const     0.002913
vwretd    0.267365
SMB       0.001839
HML       0.003375
dtype: float64, 79729: const    -0.020321
vwretd    1.679712
SMB       0.005444
HML       0.001194
dtype: float64, 79730: const     0.006421
vwretd    0.520410
SMB       0.000058
HML       0.004703
dtype: float64, 79731: const     0.005709
vwretd    0.397316
SMB       0.002870
HML       0.005787
dtype: float64, 79732: const    -0.007710
vwretd    1.296246
SMB       0.017448
HML       0.004169
dtype: float64, 79733: const    -0.002763
vwretd    1.551835
SMB       0.011948
HML      -0.002335
dtype: float64, 79734: const     0.005229
vwretd    0.504952
SMB       0.001551
HML       0.005561
dtype: float64, 79735: const    -0.014456
vwretd    0.771988
SMB      -0.013277
HML      -0.015844
dtype: float64, 79736: const    -0.090751
vwretd    1.607255
SMB      -0.059121
HML       0.055775
dtype: float64, 79738: const     0.026333
vwretd    0.210052
SMB       0.003054
HML      -0.001068
dtype: float64, 79739: const    -0.017321
vwretd    2.148484
SMB       0.009572
HML      -0.002515
dtype: float64, 79740: const    -0.011272
vwretd    1.466044
SMB       0.010745
HML       0.018863
dtype: float64, 79741: const     0.039656
vwretd    0.471175
SMB       0.018740
HML       0.001572
dtype: float64, 79742: const    -0.011133
vwretd    1.615102
SMB       0.011333
HML       0.005518
dtype: float64, 79743: const    -0.017500
vwretd   -0.537481
SMB       0.024356
HML       0.024973
dtype: float64, 79744: const     0.000091
vwretd    1.058634
SMB       0.016857
HML       0.022777
dtype: float64, 79745: const    -0.024205
vwretd    1.855270
SMB       0.005166
HML       0.005246
dtype: float64, 79746: const     0.021475
vwretd    0.149657
SMB       0.007367
HML       0.008022
dtype: float64, 79747: const     0.002614
vwretd    0.663996
SMB       0.006396
HML       0.011021
dtype: float64, 79750: const    -0.010664
vwretd    1.171660
SMB      -0.000062
HML       0.010468
dtype: float64, 79751: const    -0.018093
vwretd    1.412077
SMB       0.005699
HML       0.016051
dtype: float64, 79752: const    -0.053787
vwretd    2.108782
SMB       0.001205
HML      -0.002299
dtype: float64, 79753: const     0.014930
vwretd    0.273051
SMB       0.006557
HML       0.013057
dtype: float64, 79754: const    -0.006592
vwretd    1.262143
SMB       0.004540
HML      -0.004353
dtype: float64, 79755: const     0.003343
vwretd    0.288608
SMB       0.003977
HML       0.006281
dtype: float64, 79756: const     0.004122
vwretd    0.126462
SMB      -0.000255
HML      -0.000249
dtype: float64, 79757: const    -0.077293
vwretd   -0.601121
SMB       0.000449
HML      -0.011227
dtype: float64, 79758: const     0.000899
vwretd    1.369546
SMB       0.013476
HML       0.008736
dtype: float64, 79760: const     0.005621
vwretd    0.773496
SMB       0.004845
HML       0.008624
dtype: float64, 79761: const    -0.048364
vwretd    2.721595
SMB       0.013531
HML      -0.000466
dtype: float64, 79762: const    -0.001484
vwretd    1.282721
SMB       0.008573
HML       0.002858
dtype: float64, 79763: const    -0.007747
vwretd    0.627013
SMB       0.004346
HML       0.004098
dtype: float64, 79764: const     0.007298
vwretd    0.816257
SMB      -0.003443
HML      -0.004018
dtype: float64, 79765: const     0.002684
vwretd    0.674632
SMB       0.002560
HML       0.001747
dtype: float64, 79766: const    -0.023477
vwretd    1.744824
SMB       0.008027
HML       0.020701
dtype: float64, 79767: const    -0.003778
vwretd    0.933201
SMB      -0.001950
HML       0.000144
dtype: float64, 79768: const     0.006651
vwretd    0.485693
SMB       0.004265
HML       0.005287
dtype: float64, 79769: const     0.004025
vwretd    0.688640
SMB       0.000268
HML       0.000816
dtype: float64, 79770: const     0.002339
vwretd    0.819990
SMB       0.003529
HML       0.006379
dtype: float64, 79771: const     0.006435
vwretd    0.134591
SMB      -0.002514
HML       0.002194
dtype: float64, 79772: const    -0.117118
vwretd    1.373492
SMB      -0.015710
HML       0.023204
dtype: float64, 79773: const     0.019105
vwretd    0.244016
SMB       0.009191
HML       0.013267
dtype: float64, 79774: const     0.003622
vwretd    0.124442
SMB       0.000500
HML       0.002746
dtype: float64, 79775: const    -0.038367
vwretd    1.585324
SMB      -0.008400
HML      -0.004016
dtype: float64, 79776: const     0.009923
vwretd    0.489820
SMB       0.005514
HML      -0.001757
dtype: float64, 79777: const    -0.008255
vwretd    1.496401
SMB       0.014091
HML       0.021290
dtype: float64, 79778: const     0.010138
vwretd    0.429464
SMB       0.005516
HML       0.010803
dtype: float64, 79779: const    -0.048341
vwretd    1.017504
SMB       0.017082
HML       0.010227
dtype: float64, 79780: const    -0.043422
vwretd    1.910351
SMB       0.013291
HML       0.013319
dtype: float64, 79781: const    -0.000479
vwretd    1.152435
SMB      -0.000920
HML       0.008678
dtype: float64, 79782: const     0.002806
vwretd    0.791257
SMB       0.003535
HML       0.006846
dtype: float64, 79783: const    -0.052105
vwretd    1.994436
SMB       0.009432
HML       0.023671
dtype: float64, 79784: const     0.008288
vwretd    0.836265
SMB       0.015068
HML       0.001209
dtype: float64, 79785: const     0.015406
vwretd    0.797772
SMB       0.002899
HML       0.007160
dtype: float64, 79786: const     0.003330
vwretd    0.255236
SMB       0.013286
HML       0.002270
dtype: float64, 79787: const    -0.059981
vwretd    2.975959
SMB       0.023568
HML      -0.000641
dtype: float64, 79788: const    -0.006133
vwretd    1.482165
SMB       0.004710
HML       0.014359
dtype: float64, 79789: const     0.015899
vwretd    0.570065
SMB       0.008984
HML       0.006452
dtype: float64, 79790: const     0.005209
vwretd    1.541965
SMB       0.009891
HML      -0.004752
dtype: float64, 79791: const     0.004853
vwretd    1.113135
SMB       0.003067
HML       0.004682
dtype: float64, 79792: const    -0.015994
vwretd    0.100010
SMB       0.002538
HML       0.000286
dtype: float64, 79793: const     0.004999
vwretd    1.323222
SMB       0.010545
HML       0.013615
dtype: float64, 79794: const     0.017228
vwretd    0.533206
SMB       0.028108
HML      -0.005604
dtype: float64, 79795: const     0.007814
vwretd    1.028936
SMB       0.010996
HML       0.007199
dtype: float64, 79796: const     0.000686
vwretd    0.946105
SMB      -0.001609
HML       0.011806
dtype: float64, 79797: const     0.010055
vwretd    0.697498
SMB       0.006672
HML       0.000356
dtype: float64, 79798: const     0.007550
vwretd    2.095557
SMB       0.003933
HML      -0.012012
dtype: float64, 79799: const     0.004584
vwretd    1.622344
SMB       0.013424
HML      -0.007090
dtype: float64, 79800: const     0.003991
vwretd   -2.439113
SMB      -0.020127
HML      -0.050115
dtype: float64, 79801: const     0.009988
vwretd    0.533169
SMB       0.006928
HML       0.000683
dtype: float64, 79802: const     0.000561
vwretd    1.190089
SMB       0.005760
HML      -0.000092
dtype: float64, 79803: const    -0.023952
vwretd   -1.588089
SMB      -0.016472
HML       0.007327
dtype: float64, 79804: const    -0.066917
vwretd    1.449520
SMB       0.003408
HML       0.001405
dtype: float64, 79805: const     0.015550
vwretd    0.469707
SMB       0.017591
HML      -0.017787
dtype: float64, 79806: const     0.129112
vwretd   -0.182270
SMB       0.067032
HML       0.050581
dtype: float64, 79807: const     0.011350
vwretd    0.901335
SMB       0.007170
HML      -0.004418
dtype: float64, 79808: const    -0.000265
vwretd    2.029904
SMB       0.008767
HML       0.006171
dtype: float64, 79809: const     0.021830
vwretd   -0.096390
SMB       0.008497
HML       0.027385
dtype: float64, 79810: const     0.057740
vwretd   -1.942092
SMB      -0.007686
HML      -0.016604
dtype: float64, 79811: const     0.017854
vwretd    0.658357
SMB       0.013439
HML       0.004080
dtype: float64, 79812: const    -0.036417
vwretd    1.852567
SMB       0.004593
HML       0.026882
dtype: float64, 79814: const    -0.039856
vwretd    1.462256
SMB       0.009495
HML       0.021974
dtype: float64, 79815: const     0.003008
vwretd    1.358700
SMB       0.009787
HML       0.016033
dtype: float64, 79816: const    -0.018796
vwretd   -0.643093
SMB       0.002764
HML      -0.039071
dtype: float64, 79817: const     0.028394
vwretd    1.285503
SMB       0.005345
HML      -0.007534
dtype: float64, 79818: const    -0.048023
vwretd    2.172365
SMB       0.012015
HML       0.009480
dtype: float64, 79819: const     0.009542
vwretd    1.782096
SMB       0.006950
HML       0.015661
dtype: float64, 79820: const     0.020166
vwretd    1.485782
SMB       0.020074
HML      -0.009010
dtype: float64, 79821: const     0.024336
vwretd    0.392419
SMB      -0.009758
HML       0.010488
dtype: float64, 79822: const    -0.020535
vwretd    0.997590
SMB       0.018322
HML       0.002458
dtype: float64, 79823: const     0.014890
vwretd    1.144097
SMB       0.008752
HML       0.020135
dtype: float64, 79824: const     0.008244
vwretd    0.492611
SMB       0.005109
HML       0.004865
dtype: float64, 79825: const    -0.009564
vwretd   -3.770460
SMB       0.024524
HML       0.020462
dtype: float64, 79826: const    -0.089057
vwretd    1.431255
SMB      -0.021693
HML      -0.053653
dtype: float64, 79827: const    -0.025384
vwretd    1.430226
SMB       0.008671
HML       0.019974
dtype: float64, 79828: const    -0.012104
vwretd    0.871148
SMB       0.007143
HML       0.016741
dtype: float64, 79829: const    -0.039890
vwretd    1.754201
SMB       0.022896
HML      -0.009718
dtype: float64, 79830: const    -0.047016
vwretd    1.834402
SMB      -0.002222
HML      -0.007767
dtype: float64, 79831: const    -0.018367
vwretd    0.024675
SMB       0.011524
HML       0.007419
dtype: float64, 79832: const    -0.321531
vwretd    0.232530
SMB      -0.079953
HML       0.027218
dtype: float64, 79833: const     0.056245
vwretd    1.056352
SMB       0.021919
HML       0.003676
dtype: float64, 79834: const    -0.068297
vwretd   -2.127941
SMB       0.017485
HML       0.005830
dtype: float64, 79835: const    -0.127606
vwretd    4.778780
SMB      -0.039553
HML       0.018437
dtype: float64, 79836: const     0.014950
vwretd    1.978450
SMB       0.009031
HML      -0.004123
dtype: float64, 79837: const    -0.007715
vwretd   -1.952061
SMB      -0.008319
HML      -0.023933
dtype: float64, 79838: const     0.018405
vwretd    0.479669
SMB       0.007962
HML      -0.001409
dtype: float64, 79839: const     0.005051
vwretd    0.947833
SMB       0.012943
HML       0.000194
dtype: float64, 79840: const    -0.005260
vwretd    1.076494
SMB       0.024497
HML      -0.003583
dtype: float64, 79841: const     0.007073
vwretd    1.030538
SMB       0.003987
HML       0.003068
dtype: float64, 79842: const    -0.005410
vwretd    3.533584
SMB       0.062757
HML       0.041131
dtype: float64, 79843: const    -0.064568
vwretd    1.162105
SMB       0.016334
HML       0.053142
dtype: float64, 79844: const    -0.003249
vwretd    0.657301
SMB       0.005889
HML       0.010127
dtype: float64, 79845: const     0.006025
vwretd    0.079194
SMB      -0.001464
HML      -0.010552
dtype: float64, 79846: const     0.000002
vwretd    1.035906
SMB       0.008604
HML      -0.004561
dtype: float64, 79847: const     0.011132
vwretd    0.894146
SMB       0.007943
HML       0.001934
dtype: float64, 79848: const     0.001293
vwretd    1.563308
SMB       0.008949
HML      -0.008920
dtype: float64, 79850: const    -0.027416
vwretd    1.821281
SMB       0.015114
HML       0.008154
dtype: float64, 79851: const     0.002236
vwretd    0.833559
SMB       0.003144
HML       0.010358
dtype: float64, 79852: const    -0.018290
vwretd    0.654144
SMB       0.006083
HML      -0.037737
dtype: float64, 79853: const    -0.022462
vwretd    1.659948
SMB       0.011025
HML      -0.000015
dtype: float64, 79854: const    -0.049859
vwretd    1.121760
SMB       0.111311
HML       0.092769
dtype: float64, 79855: const     0.010474
vwretd   -1.093200
SMB       0.014486
HML      -0.022328
dtype: float64, 79856: const    -0.000352
vwretd    0.741500
SMB       0.021421
HML      -0.003403
dtype: float64, 79857: const     0.007452
vwretd    1.633667
SMB       0.010580
HML       0.011547
dtype: float64, 79858: const    -0.050529
vwretd    1.749396
SMB       0.005713
HML       0.005091
dtype: float64, 79859: const     0.004611
vwretd    0.756775
SMB       0.000758
HML       0.007349
dtype: float64, 79860: const    -0.027515
vwretd    1.374666
SMB       0.012293
HML       0.016505
dtype: float64, 79861: const    -0.020477
vwretd    0.255283
SMB       0.006553
HML       0.000108
dtype: float64, 79862: const     0.001055
vwretd    1.203420
SMB       0.006573
HML       0.007056
dtype: float64, 79863: const    -0.002240
vwretd    0.106546
SMB       0.004431
HML      -0.008946
dtype: float64, 79864: const     0.006538
vwretd    0.753121
SMB       0.006202
HML       0.004912
dtype: float64, 79865: const     0.008778
vwretd    1.103365
SMB       0.005588
HML       0.010228
dtype: float64, 79866: const     0.001679
vwretd    1.350596
SMB       0.007979
HML       0.005886
dtype: float64, 79867: const     0.000373
vwretd    0.328993
SMB       0.004451
HML       0.006894
dtype: float64, 79868: const     0.018559
vwretd    1.424044
SMB       0.014680
HML       0.020652
dtype: float64, 79869: const    -0.153478
vwretd    6.005676
SMB       0.005412
HML       0.008197
dtype: float64, 79870: const     0.015671
vwretd    1.202191
SMB      -0.005509
HML      -0.022920
dtype: float64, 79871: const    -0.089493
vwretd    2.769033
SMB       0.071594
HML       0.143032
dtype: float64, 79872: const    -0.015875
vwretd    0.937829
SMB       0.021061
HML       0.002659
dtype: float64, 79873: const     0.008798
vwretd    1.148560
SMB       0.008238
HML       0.009625
dtype: float64, 79874: const    -0.244186
vwretd   -1.138006
SMB      -0.098555
HML      -0.080572
dtype: float64, 79875: const    -0.036113
vwretd    1.539931
SMB       0.007298
HML       0.007247
dtype: float64, 79876: const    -0.001958
vwretd    0.606070
SMB       0.013714
HML       0.017133
dtype: float64, 79877: const    -0.026357
vwretd    1.737617
SMB      -0.000537
HML      -0.012940
dtype: float64, 79878: const     0.005397
vwretd    1.161170
SMB       0.005310
HML       0.006154
dtype: float64, 79879: const     0.003859
vwretd    1.912792
SMB       0.008162
HML      -0.006532
dtype: float64, 79880: const    -0.040531
vwretd    1.492582
SMB       0.019363
HML       0.017284
dtype: float64, 79881: const     0.005953
vwretd    1.147792
SMB       0.006749
HML       0.007611
dtype: float64, 79882: const     0.033240
vwretd    0.899495
SMB       0.002290
HML      -0.019008
dtype: float64, 79883: const     0.122430
vwretd    2.322831
SMB       0.035826
HML       0.067810
dtype: float64, 79884: const     0.002070
vwretd    0.916216
SMB       0.009895
HML       0.004730
dtype: float64, 79885: const     0.004878
vwretd    0.157060
SMB       0.001266
HML       0.002764
dtype: float64, 79886: const     0.033933
vwretd    2.454269
SMB       0.029998
HML      -0.017325
dtype: float64, 79887: const    -0.071009
vwretd    1.240912
SMB      -0.002290
HML      -0.011224
dtype: float64, 79888: const    -0.010331
vwretd    1.400604
SMB       0.003734
HML       0.007400
dtype: float64, 79890: const     0.011701
vwretd    0.516596
SMB       0.003680
HML       0.006591
dtype: float64, 79891: const    -0.003354
vwretd    1.183682
SMB       0.001419
HML      -0.001622
dtype: float64, 79893: const     0.004430
vwretd    0.521746
SMB       0.006888
HML       0.009741
dtype: float64, 79894: const     0.001791
vwretd    0.435512
SMB       0.006415
HML       0.007519
dtype: float64, 79895: const    -0.000681
vwretd    1.315089
SMB       0.001872
HML       0.000622
dtype: float64, 79896: const    -0.033578
vwretd   -0.019040
SMB       0.000152
HML      -0.014922
dtype: float64, 79897: const     0.003211
vwretd    0.432629
SMB       0.004185
HML       0.007104
dtype: float64, 79898: const     0.013741
vwretd    0.809903
SMB       0.011098
HML       0.001910
dtype: float64, 79899: const     0.013892
vwretd    0.358766
SMB       0.003327
HML      -0.001605
dtype: float64, 79900: const     0.001161
vwretd    1.013133
SMB       0.005261
HML       0.001347
dtype: float64, 79901: const    -0.011399
vwretd    0.917368
SMB       0.005969
HML       0.000894
dtype: float64, 79902: const    -0.026095
vwretd    1.106751
SMB       0.007820
HML       0.005844
dtype: float64, 79903: const    -0.007502
vwretd    0.843031
SMB       0.008207
HML       0.008378
dtype: float64, 79904: const     0.003852
vwretd    0.113212
SMB      -0.001481
HML       0.000947
dtype: float64, 79905: const    -0.006043
vwretd    0.052953
SMB       0.006721
HML      -0.002471
dtype: float64, 79906: const     0.017059
vwretd    1.223322
SMB       0.023742
HML      -0.008731
dtype: float64, 79907: const    -0.004289
vwretd    1.204092
SMB       0.002361
HML      -0.001226
dtype: float64, 79908: const    -0.000389
vwretd    1.283424
SMB       0.002454
HML       0.012505
dtype: float64, 79909: const     0.000972
vwretd    1.387214
SMB       0.007134
HML       0.013334
dtype: float64, 79910: const     0.010952
vwretd    0.930624
SMB       0.006068
HML       0.010338
dtype: float64, 79912: const     0.002994
vwretd    0.565896
SMB       0.000576
HML       0.000525
dtype: float64, 79913: const     0.014724
vwretd   -0.633449
SMB      -0.006020
HML       0.017107
dtype: float64, 79914: const     0.004780
vwretd    0.141499
SMB      -0.000072
HML       0.000317
dtype: float64, 79915: const     0.000074
vwretd    1.116601
SMB       0.004225
HML       0.005139
dtype: float64, 79916: const    -0.001063
vwretd    0.348015
SMB       0.000147
HML       0.001714
dtype: float64, 79917: const     0.002648
vwretd    0.194989
SMB       0.000566
HML       0.002561
dtype: float64, 79918: const     0.001021
vwretd    0.485886
SMB      -0.000512
HML       0.000675
dtype: float64, 79919: const     0.012551
vwretd    0.330695
SMB       0.002762
HML       0.005542
dtype: float64, 79920: const    -0.113330
vwretd    0.217002
SMB       0.023524
HML      -0.035977
dtype: float64, 79921: const     0.003941
vwretd    0.178844
SMB      -0.000737
HML       0.000206
dtype: float64, 79922: const     0.001670
vwretd    0.878126
SMB       0.006501
HML       0.008843
dtype: float64, 79923: const     0.002300
vwretd    0.830553
SMB      -0.005035
HML      -0.000093
dtype: float64, 79924: const    -1.944642
vwretd    0.311804
SMB       0.021621
HML      -0.996016
dtype: float64, 79925: const     0.016751
vwretd   -0.633487
SMB      -0.018225
HML      -0.002437
dtype: float64, 79926: const     0.006224
vwretd    0.089186
SMB       0.000127
HML       0.000474
dtype: float64, 79927: const    -0.019802
vwretd    1.138267
SMB       0.008911
HML       0.008688
dtype: float64, 79928: const    -0.009865
vwretd    0.568394
SMB       0.021150
HML       0.005711
dtype: float64, 79929: const     0.009426
vwretd    0.733159
SMB       0.004137
HML      -0.008620
dtype: float64, 79930: const     0.027184
vwretd    0.604924
SMB       0.008924
HML       0.005601
dtype: float64, 79931: const     0.013871
vwretd   -0.140250
SMB       0.010807
HML       0.009154
dtype: float64, 79932: const    -0.038493
vwretd    0.784721
SMB       0.012268
HML       0.002301
dtype: float64, 79933: const     0.021624
vwretd    0.395872
SMB       0.017266
HML       0.003783
dtype: float64, 79934: const     0.012945
vwretd    1.330923
SMB       0.013142
HML       0.005612
dtype: float64, 79935: const    -0.003523
vwretd    2.118596
SMB       0.014183
HML      -0.001326
dtype: float64, 79936: const    -0.134030
vwretd   -4.819878
SMB       0.145975
HML       0.148858
dtype: float64, 79938: const    -0.013355
vwretd    0.787420
SMB       0.065690
HML       0.074907
dtype: float64, 79939: const     0.056813
vwretd   -2.460026
SMB       0.013170
HML       0.011776
dtype: float64, 79940: const    -0.025973
vwretd    1.691462
SMB       0.010944
HML      -0.003904
dtype: float64, 79941: const    -0.071747
vwretd    2.421629
SMB      -0.004575
HML      -0.004405
dtype: float64, 79942: const    -0.065728
vwretd    1.483014
SMB       0.006738
HML       0.001497
dtype: float64, 79943: const     0.017109
vwretd    0.250906
SMB       0.018065
HML      -0.004636
dtype: float64, 79944: const     0.004971
vwretd    0.499349
SMB       0.002743
HML       0.003673
dtype: float64, 79945: const     0.059364
vwretd   -3.704239
SMB      -0.012679
HML      -0.097138
dtype: float64, 79946: const     0.009294
vwretd    0.955082
SMB       0.003574
HML       0.004377
dtype: float64, 79947: const     0.035920
vwretd    0.409383
SMB       0.000855
HML      -0.001237
dtype: float64, 79948: const    -0.065513
vwretd    0.937641
SMB       0.016831
HML       0.030303
dtype: float64, 79949: const     0.046779
vwretd   -1.477929
SMB       0.007461
HML      -0.013940
dtype: float64, 79950: const    -0.004453
vwretd    1.632815
SMB       0.009443
HML      -0.006520
dtype: float64, 79951: const     0.052383
vwretd   -0.209060
SMB       0.022642
HML      -0.016479
dtype: float64, 79952: const     0.026591
vwretd    0.137766
SMB       0.001002
HML      -0.004616
dtype: float64, 79953: const    -0.033211
vwretd    1.568650
SMB      -0.005969
HML      -0.001212
dtype: float64, 79954: const    -0.005170
vwretd    0.861126
SMB      -0.002610
HML      -0.002388
dtype: float64, 79955: const    -0.259900
vwretd    4.111878
SMB       0.026115
HML      -0.088012
dtype: float64, 79956: const     0.005280
vwretd    0.623760
SMB       0.004559
HML       0.006197
dtype: float64, 79957: const    -0.026163
vwretd    1.296252
SMB      -0.005123
HML      -0.017326
dtype: float64, 79958: const     0.014103
vwretd    0.165633
SMB       0.020136
HML      -0.015405
dtype: float64, 79959: const    -0.053566
vwretd    1.084563
SMB      -0.075566
HML      -0.192193
dtype: float64, 79960: const     0.004603
vwretd    2.263923
SMB       0.014486
HML       0.003321
dtype: float64, 79961: const     0.027633
vwretd   -0.531001
SMB       0.010591
HML      -0.016596
dtype: float64, 79962: const     0.006648
vwretd    0.866221
SMB       0.005982
HML      -0.003711
dtype: float64, 79963: const     0.013957
vwretd    0.425999
SMB      -0.000593
HML       0.005647
dtype: float64, 79964: const     0.009405
vwretd    0.421129
SMB       0.004145
HML       0.004987
dtype: float64, 79965: const     0.001864
vwretd    0.116726
SMB       0.000494
HML       0.002657
dtype: float64, 79966: const     0.009291
vwretd    1.919369
SMB      -0.007466
HML       0.009079
dtype: float64, 79967: const    -0.076288
vwretd    1.023998
SMB       0.019350
HML      -0.020578
dtype: float64, 79968: const     0.006732
vwretd    0.522073
SMB       0.010814
HML       0.012978
dtype: float64, 79969: const     0.009685
vwretd    1.259746
SMB       0.008895
HML       0.010582
dtype: float64, 79970: const     0.031354
vwretd   -0.202615
SMB      -0.012134
HML       0.008081
dtype: float64, 79971: const    -0.017598
vwretd    0.822266
SMB       0.015581
HML       0.010270
dtype: float64, 79972: const     0.051195
vwretd    0.759463
SMB       0.020375
HML       0.013532
dtype: float64, 79973: const    -0.000211
vwretd    1.701811
SMB       0.001928
HML      -0.010328
dtype: float64, 79974: const     0.024316
vwretd   -0.088796
SMB       0.012975
HML      -0.012025
dtype: float64, 79975: const    -0.019078
vwretd    1.363824
SMB       0.000960
HML       0.002616
dtype: float64, 79976: const     0.028856
vwretd    1.061390
SMB       0.000259
HML       0.006302
dtype: float64, 79977: const     0.016886
vwretd    2.172762
SMB       0.024452
HML       0.005616
dtype: float64, 79978: const     0.027851
vwretd    0.158292
SMB      -0.013141
HML      -0.036513
dtype: float64, 79979: const     0.007210
vwretd    0.370448
SMB       0.009110
HML      -0.002693
dtype: float64, 79980: const    -0.041279
vwretd   -0.423023
SMB      -0.047938
HML      -0.076907
dtype: float64, 79981: const    -0.025726
vwretd    1.878116
SMB      -0.003256
HML       0.003428
dtype: float64, 79982: const    -0.063846
vwretd    2.203588
SMB       0.005598
HML      -0.032036
dtype: float64, 79983: const    -0.125392
vwretd    5.880928
SMB       0.014002
HML      -0.067297
dtype: float64, 79984: const    -0.143530
vwretd    5.078475
SMB       0.011845
HML      -0.053002
dtype: float64, 79985: const     0.016227
vwretd   -0.207853
SMB      -0.011840
HML      -0.019058
dtype: float64, 79986: const     0.014115
vwretd    0.396461
SMB       0.005556
HML       0.011876
dtype: float64, 79987: const    -0.039024
vwretd    0.255636
SMB       0.010076
HML      -0.004020
dtype: float64, 79988: const     0.018258
vwretd    0.281965
SMB       0.003982
HML       0.008959
dtype: float64, 79990: const     0.017926
vwretd    0.759812
SMB       0.007367
HML       0.007997
dtype: float64, 79991: const     0.031217
vwretd    1.585185
SMB      -0.003784
HML      -0.015045
dtype: float64, 79992: const    -0.092111
vwretd    0.056873
SMB      -0.170463
HML      -0.066290
dtype: float64, 79993: const     0.170566
vwretd    2.723906
SMB       0.055119
HML       0.045133
dtype: float64, 79994: const     0.014559
vwretd    0.190260
SMB       0.001156
HML      -0.005767
dtype: float64, 79995: const     0.028475
vwretd    1.261059
SMB       0.007419
HML       0.000224
dtype: float64, 79996: const     0.003239
vwretd    2.003845
SMB       0.005322
HML      -0.002234
dtype: float64, 79997: const    -0.021329
vwretd    0.017421
SMB       0.017129
HML       0.023235
dtype: float64, 79998: const    -0.000423
vwretd    1.272123
SMB       0.006629
HML       0.014788
dtype: float64, 79999: const     0.003482
vwretd    0.437020
SMB       0.010375
HML      -0.000178
dtype: float64, 80000: const     0.001550
vwretd    0.889751
SMB       0.007065
HML       0.008462
dtype: float64, 80001: const     0.013747
vwretd    1.440638
SMB       0.012124
HML      -0.005525
dtype: float64, 80002: const     0.008322
vwretd    0.305919
SMB       0.000551
HML       0.003771
dtype: float64, 80003: const     0.033510
vwretd   -0.025548
SMB       0.004414
HML      -0.007758
dtype: float64, 80004: const    -0.013216
vwretd    1.496298
SMB       0.013085
HML      -0.000576
dtype: float64, 80005: const     0.002893
vwretd    1.171535
SMB       0.024893
HML      -0.025937
dtype: float64, 80006: const     0.028187
vwretd   -0.024708
SMB       0.013286
HML      -0.005117
dtype: float64, 80007: const     0.005383
vwretd    0.536283
SMB       0.009862
HML       0.012492
dtype: float64, 80008: const    -0.000006
vwretd    1.075379
SMB       0.007295
HML       0.004803
dtype: float64, 80009: const     0.030390
vwretd    1.168420
SMB       0.000814
HML       0.008122
dtype: float64, 80010: const     0.008408
vwretd    0.886183
SMB       0.002761
HML       0.011822
dtype: float64, 80011: const    -0.013978
vwretd    1.125732
SMB       0.009986
HML      -0.014768
dtype: float64, 80012: const     0.004055
vwretd    1.236219
SMB       0.014737
HML       0.006856
dtype: float64, 80013: const     0.008794
vwretd    0.545938
SMB       0.007614
HML      -0.004667
dtype: float64, 80014: const     0.002315
vwretd    0.261455
SMB       0.005033
HML       0.006018
dtype: float64, 80015: const    -0.119706
vwretd    1.804839
SMB       0.003191
HML      -0.031544
dtype: float64, 80017: const    -0.042838
vwretd    2.995574
SMB       0.014542
HML      -0.036741
dtype: float64, 80018: const    -0.036933
vwretd   -2.600943
SMB      -0.028268
HML      -0.058911
dtype: float64, 80019: const    -0.002658
vwretd    1.410595
SMB       0.009621
HML      -0.001907
dtype: float64, 80020: const     0.021367
vwretd    1.775933
SMB       0.009039
HML      -0.011903
dtype: float64, 80021: const     0.009944
vwretd    0.415796
SMB       0.004413
HML       0.002400
dtype: float64, 80022: const     0.036204
vwretd    0.782481
SMB       0.022470
HML       0.006749
dtype: float64, 80023: const    -0.003176
vwretd    1.218771
SMB       0.001128
HML      -0.001174
dtype: float64, 80024: const     0.017015
vwretd    0.174394
SMB       0.001586
HML       0.004671
dtype: float64, 80025: const     0.012051
vwretd    0.494684
SMB       0.004289
HML       0.009409
dtype: float64, 80026: const     0.057500
vwretd   -0.826132
SMB       0.018071
HML      -0.026607
dtype: float64, 80027: const    -0.008528
vwretd    1.000046
SMB       0.002111
HML       0.004314
dtype: float64, 80028: const    -0.000413
vwretd    1.943996
SMB       0.016979
HML      -0.016544
dtype: float64, 80029: const     0.002494
vwretd    0.709700
SMB       0.006102
HML       0.004328
dtype: float64, 80030: const     0.019665
vwretd    1.190568
SMB       0.017830
HML      -0.001250
dtype: float64, 80031: const     0.013321
vwretd    0.422771
SMB       0.006046
HML       0.005074
dtype: float64, 80032: const     0.013158
vwretd    1.390179
SMB      -0.001018
HML       0.001430
dtype: float64, 80033: const     0.008184
vwretd    0.157236
SMB      -0.001370
HML       0.004421
dtype: float64, 80034: const     0.011240
vwretd    1.394342
SMB       0.003924
HML       0.005583
dtype: float64, 80035: const    -0.069777
vwretd    1.058709
SMB      -0.008331
HML       0.021294
dtype: float64, 80036: const     0.014584
vwretd    2.206316
SMB       0.031150
HML      -0.016229
dtype: float64, 80037: const     0.005884
vwretd    1.147807
SMB       0.008417
HML       0.006511
dtype: float64, 80038: const    -0.043612
vwretd    1.174117
SMB       0.018695
HML       0.009772
dtype: float64, 80039: const     0.008564
vwretd    0.939739
SMB       0.002051
HML       0.002182
dtype: float64, 80040: const    -0.013196
vwretd    2.158645
SMB       0.006416
HML       0.048625
dtype: float64, 80041: const     0.006244
vwretd   -2.292454
SMB       0.050849
HML       0.180354
dtype: float64, 80042: const    -0.004060
vwretd    1.057321
SMB       0.007980
HML       0.003967
dtype: float64, 80043: const    -0.006144
vwretd    0.953918
SMB       0.005175
HML       0.008907
dtype: float64, 80044: const     0.014545
vwretd    0.798984
SMB       0.008467
HML      -0.005071
dtype: float64, 80045: const    -0.023140
vwretd   -0.179152
SMB       0.010802
HML       0.007270
dtype: float64, 80046: const     0.001824
vwretd    1.119652
SMB       0.000731
HML       0.002307
dtype: float64, 80047: const    -0.023213
vwretd    1.263471
SMB       0.013785
HML       0.000750
dtype: float64, 80048: const    -0.027186
vwretd   -1.399709
SMB       0.032852
HML      -0.009728
dtype: float64, 80049: const     0.016154
vwretd    2.040778
SMB       0.011283
HML      -0.006942
dtype: float64, 80050: const     0.011491
vwretd    0.816676
SMB       0.003997
HML       0.002021
dtype: float64, 80051: const    -0.070498
vwretd    4.061417
SMB       0.077549
HML       0.146436
dtype: float64, 80052: const    -0.113782
vwretd    1.243018
SMB      -0.065093
HML      -0.054975
dtype: float64, 80053: const     0.081590
vwretd    0.028790
SMB       0.023083
HML       0.046088
dtype: float64, 80054: const     0.006290
vwretd    1.017530
SMB       0.009614
HML       0.005247
dtype: float64, 80055: const     0.042764
vwretd    1.750897
SMB       0.002295
HML      -0.020252
dtype: float64, 80056: const    -0.011172
vwretd    1.269095
SMB       0.007770
HML       0.006687
dtype: float64, 80057: const     0.009132
vwretd    1.076882
SMB       0.009681
HML       0.006121
dtype: float64, 80058: const     0.019704
vwretd    0.185787
SMB       0.009650
HML       0.010496
dtype: float64, 80059: const    -0.363388
vwretd    3.274152
SMB      -0.090853
HML      -0.047629
dtype: float64, 80060: const     0.047218
vwretd   -0.510204
SMB      -0.009350
HML      -0.005047
dtype: float64, 80061: const    -0.156042
vwretd    3.454291
SMB      -0.127481
HML      -0.190252
dtype: float64, 80062: const    -0.019476
vwretd    0.776768
SMB      -0.000174
HML       0.003709
dtype: float64, 80063: const    -0.014567
vwretd    0.668228
SMB      -0.004999
HML       0.003175
dtype: float64, 80064: const    -0.000467
vwretd    0.782110
SMB       0.005706
HML       0.002830
dtype: float64, 80065: const     0.014570
vwretd    0.587215
SMB      -0.001228
HML      -0.001459
dtype: float64, 80068: const    -0.083774
vwretd    1.575122
SMB       0.018323
HML       0.001935
dtype: float64, 80069: const     0.013679
vwretd    1.572789
SMB       0.012914
HML      -0.009356
dtype: float64, 80070: const     0.004502
vwretd    1.124373
SMB       0.002103
HML       0.009165
dtype: float64, 80071: const    -0.016143
vwretd    0.705528
SMB       0.015145
HML       0.021414
dtype: float64, 80072: const     0.003635
vwretd    0.675744
SMB       0.003618
HML       0.008729
dtype: float64, 80073: const     0.005941
vwretd    0.986241
SMB       0.007389
HML       0.006443
dtype: float64, 80074: const     0.012531
vwretd    1.069722
SMB       0.010548
HML       0.002662
dtype: float64, 80075: const     0.011236
vwretd    0.275220
SMB       0.003583
HML       0.004236
dtype: float64, 80076: const    -0.018042
vwretd    0.880124
SMB       0.002153
HML       0.002289
dtype: float64, 80077: const     0.001762
vwretd    0.459559
SMB       0.001448
HML      -0.000920
dtype: float64, 80078: const    -0.000717
vwretd    0.644753
SMB       0.003055
HML       0.005302
dtype: float64, 80079: const     0.005004
vwretd    1.216636
SMB       0.002811
HML       0.008948
dtype: float64, 80080: const    -0.002303
vwretd    1.315935
SMB       0.000869
HML       0.008401
dtype: float64, 80081: const    -0.003821
vwretd    1.134010
SMB       0.000865
HML      -0.002558
dtype: float64, 80082: const    -0.014022
vwretd    1.061636
SMB       0.000864
HML       0.005179
dtype: float64, 80083: const    -0.014691
vwretd    1.147918
SMB      -0.003964
HML      -0.012372
dtype: float64, 80084: const    -0.000036
vwretd    0.633131
SMB       0.001775
HML       0.006744
dtype: float64, 80085: const    -0.078676
vwretd    1.018260
SMB      -0.001143
HML      -0.001238
dtype: float64, 80086: const    -0.075384
vwretd    1.066237
SMB       0.005463
HML       0.007851
dtype: float64, 80087: const    -0.002352
vwretd    0.623977
SMB       0.001484
HML       0.000599
dtype: float64, 80088: const    -0.058451
vwretd    2.268636
SMB       0.015322
HML      -0.005882
dtype: float64, 80089: const    -0.007480
vwretd    1.368030
SMB       0.006430
HML      -0.000477
dtype: float64, 80090: const    -0.003033
vwretd    0.693767
SMB       0.004243
HML       0.005448
dtype: float64, 80091: const     0.056714
vwretd    1.105222
SMB       0.098883
HML       0.127031
dtype: float64, 80092: const     0.003305
vwretd    0.654581
SMB       0.001722
HML       0.005163
dtype: float64, 80093: const    -0.034970
vwretd    1.742509
SMB       0.010275
HML       0.002723
dtype: float64, 80094: const     0.020975
vwretd    0.454523
SMB      -0.000294
HML      -0.012140
dtype: float64, 80095: const    -0.021439
vwretd    0.966538
SMB       0.005454
HML       0.006262
dtype: float64, 80096: const     0.004782
vwretd    0.670220
SMB      -0.000016
HML       0.001236
dtype: float64, 80097: const    -0.028256
vwretd    1.102115
SMB      -0.002647
HML      -0.000742
dtype: float64, 80098: const     0.006605
vwretd    0.780099
SMB       0.010821
HML       0.004957
dtype: float64, 80099: const    -0.004466
vwretd    1.319897
SMB       0.002742
HML       0.006827
dtype: float64, 80100: const     0.003198
vwretd    0.850953
SMB       0.004527
HML       0.009410
dtype: float64, 80101: const    -0.003779
vwretd    1.408998
SMB      -0.011986
HML      -0.010969
dtype: float64, 80102: const     0.006367
vwretd    0.677542
SMB       0.001387
HML       0.003756
dtype: float64, 80103: const     0.007772
vwretd    0.058406
SMB       0.002876
HML       0.000811
dtype: float64, 80104: const     0.034005
vwretd    2.053533
SMB       0.014300
HML       0.020657
dtype: float64, 80105: const    -0.019312
vwretd    0.975014
SMB       0.001118
HML      -0.003928
dtype: float64, 80106: const    -0.040034
vwretd    0.918214
SMB      -0.010882
HML       0.010375
dtype: float64, 80107: const     0.032661
vwretd    1.183406
SMB       0.004416
HML       0.048917
dtype: float64, 80108: const     0.078780
vwretd    1.033645
SMB       0.023240
HML      -0.020543
dtype: float64, 80109: const     0.056419
vwretd   -0.747826
SMB      -0.001561
HML       0.013069
dtype: float64, 80110: const     0.007062
vwretd    0.597106
SMB       0.018398
HML      -0.014754
dtype: float64, 80111: const    -0.038894
vwretd   -0.065300
SMB       0.004639
HML      -0.015763
dtype: float64, 80112: const    -0.002331
vwretd    0.855038
SMB       0.006249
HML       0.015207
dtype: float64, 80113: const     0.000305
vwretd    1.018150
SMB       0.014283
HML       0.009766
dtype: float64, 80114: const     0.009383
vwretd    2.153575
SMB       0.012570
HML      -0.007004
dtype: float64, 80115: const     0.017781
vwretd    0.455598
SMB       0.005196
HML       0.005678
dtype: float64, 80116: const     0.038637
vwretd    1.847161
SMB       0.021389
HML       0.009847
dtype: float64, 80117: const    -0.140401
vwretd    3.525643
SMB       0.036834
HML       0.039997
dtype: float64, 80118: const    -0.170896
vwretd    0.888340
SMB       0.026038
HML       0.015069
dtype: float64, 80119: const    -0.022317
vwretd    1.433484
SMB       0.014661
HML       0.005557
dtype: float64, 80120: const     0.011985
vwretd    1.116989
SMB       0.012550
HML      -0.001024
dtype: float64, 80121: const     0.009894
vwretd    0.615467
SMB       0.006736
HML       0.009770
dtype: float64, 80122: const     0.015471
vwretd    0.091375
SMB       0.002694
HML       0.004030
dtype: float64, 80123: const    -0.038647
vwretd    3.822768
SMB       0.044071
HML       0.050322
dtype: float64, 80124: const     0.030761
vwretd   -0.293845
SMB      -0.002210
HML      -0.001342
dtype: float64, 80125: const    -0.006842
vwretd    1.414211
SMB       0.002886
HML       0.020837
dtype: float64, 80126: const    -0.008513
vwretd    0.751905
SMB      -0.003947
HML      -0.003908
dtype: float64, 80127: const     0.002345
vwretd    1.329990
SMB      -0.001566
HML       0.015534
dtype: float64, 80128: const     0.007758
vwretd    1.049432
SMB       0.001432
HML       0.002337
dtype: float64, 80129: const     0.004652
vwretd    0.737535
SMB       0.006411
HML       0.009727
dtype: float64, 80130: const     0.015446
vwretd    0.497855
SMB       0.000297
HML       0.005475
dtype: float64, 80131: const    -0.008965
vwretd    1.512310
SMB       0.009101
HML       0.024033
dtype: float64, 80132: const     0.007808
vwretd    0.739011
SMB       0.006714
HML       0.005409
dtype: float64, 80133: const     0.152987
vwretd   -4.993560
SMB       0.056401
HML       0.060054
dtype: float64, 80134: const    -0.022546
vwretd    1.037055
SMB       0.007650
HML       0.005715
dtype: float64, 80135: const    -0.005163
vwretd    1.536829
SMB       0.016097
HML       0.014451
dtype: float64, 80136: const     0.007472
vwretd    1.567303
SMB       0.012625
HML       0.001500
dtype: float64, 80137: const     0.059479
vwretd    0.942751
SMB      -0.004796
HML      -0.007753
dtype: float64, 80138: const     0.025052
vwretd   -1.192012
SMB      -0.021858
HML      -0.003398
dtype: float64, 80139: const     0.020226
vwretd    0.171578
SMB       0.004925
HML       0.008534
dtype: float64, 80140: const    -0.015450
vwretd    4.007799
SMB       0.016955
HML       0.012085
dtype: float64, 80141: const    -0.095781
vwretd    0.863582
SMB      -0.006477
HML      -0.040425
dtype: float64, 80142: const     0.029577
vwretd    0.983980
SMB       0.004928
HML      -0.005746
dtype: float64, 80143: const     0.034204
vwretd    0.121534
SMB       0.020174
HML       0.002219
dtype: float64, 80144: const     0.017726
vwretd    1.225607
SMB       0.008068
HML      -0.022148
dtype: float64, 80145: const     0.031425
vwretd    0.784952
SMB       0.021502
HML      -0.000741
dtype: float64, 80146: const     0.031446
vwretd    0.853638
SMB       0.017166
HML      -0.008706
dtype: float64, 80147: const     0.035563
vwretd    0.323751
SMB       0.003178
HML       0.002858
dtype: float64, 80148: const     0.507069
vwretd   -0.084779
SMB       0.003945
HML       0.306791
dtype: float64, 80149: const     0.000658
vwretd    1.248818
SMB       0.014301
HML       0.012173
dtype: float64, 80150: const     0.006243
vwretd    0.752318
SMB       0.003948
HML       0.011794
dtype: float64, 80151: const     0.002819
vwretd    0.497306
SMB       0.002941
HML       0.006197
dtype: float64, 80152: const    -0.006672
vwretd    0.842447
SMB       0.009259
HML       0.006480
dtype: float64, 80153: const     0.018392
vwretd    1.350124
SMB       0.013477
HML       0.009644
dtype: float64, 80154: const     0.002520
vwretd    0.472647
SMB       0.008934
HML       0.005987
dtype: float64, 80155: const    -0.000332
vwretd    0.333744
SMB       0.001397
HML       0.004315
dtype: float64, 80156: const     0.004567
vwretd    0.681736
SMB       0.004711
HML       0.002260
dtype: float64, 80157: const     0.029084
vwretd    1.081936
SMB       0.003323
HML       0.015135
dtype: float64, 80158: const    -0.066248
vwretd    0.775525
SMB      -0.037633
HML      -0.029179
dtype: float64, 80159: const     0.003531
vwretd    0.211321
SMB       0.001060
HML       0.000521
dtype: float64, 80160: const     0.020720
vwretd    0.284433
SMB      -0.003153
HML      -0.018718
dtype: float64, 80161: const     0.010825
vwretd    0.564296
SMB      -0.002201
HML       0.001108
dtype: float64, 80162: const    -0.048487
vwretd    2.868994
SMB      -0.081689
HML      -0.057541
dtype: float64, 80163: const    -0.004659
vwretd    1.386851
SMB       0.006993
HML      -0.007299
dtype: float64, 80164: const    -0.055907
vwretd    1.600863
SMB       0.011835
HML       0.002905
dtype: float64, 80165: const     0.021112
vwretd    0.925479
SMB       0.023512
HML      -0.013209
dtype: float64, 80166: const    -0.005078
vwretd    1.024168
SMB       0.004563
HML       0.011137
dtype: float64, 80167: const     0.004504
vwretd    0.871729
SMB       0.008858
HML      -0.000068
dtype: float64, 80168: const     0.011956
vwretd    0.909163
SMB       0.004418
HML       0.004816
dtype: float64, 80169: const     0.015871
vwretd    1.029673
SMB       0.003896
HML       0.005666
dtype: float64, 80170: const     0.011326
vwretd   -0.016812
SMB       0.000351
HML       0.001136
dtype: float64, 80171: const     0.009503
vwretd    0.057022
SMB      -0.000098
HML       0.001999
dtype: float64, 80172: const    -0.008260
vwretd    0.575433
SMB       0.000881
HML       0.004545
dtype: float64, 80173: const     0.000632
vwretd    0.592794
SMB       0.005155
HML       0.004948
dtype: float64, 80174: const    -0.009266
vwretd    0.679666
SMB       0.003836
HML       0.003602
dtype: float64, 80175: const     0.023981
vwretd    0.074081
SMB       0.005039
HML       0.030549
dtype: float64, 80176: const     0.016700
vwretd    0.022345
SMB      -0.001553
HML      -0.001184
dtype: float64, 80177: const    -0.013320
vwretd    1.070521
SMB      -0.000116
HML       0.006470
dtype: float64, 80178: const     0.005459
vwretd    0.383016
SMB       0.003055
HML       0.006594
dtype: float64, 80179: const     0.005971
vwretd    0.442410
SMB       0.002832
HML       0.000311
dtype: float64, 80180: const    -0.002426
vwretd    1.193243
SMB       0.009013
HML       0.015366
dtype: float64, 80181: const     0.014478
vwretd    0.244780
SMB      -0.000853
HML       0.009723
dtype: float64, 80182: const     0.005555
vwretd    0.361415
SMB       0.003574
HML       0.004572
dtype: float64, 80183: const     0.006307
vwretd    0.593641
SMB       0.002074
HML       0.002797
dtype: float64, 80184: const     0.009176
vwretd    0.337525
SMB       0.009961
HML      -0.002499
dtype: float64, 80185: const     0.002961
vwretd    1.574756
SMB       0.007579
HML       0.002691
dtype: float64, 80186: const     0.000758
vwretd    0.773627
SMB       0.005360
HML       0.001738
dtype: float64, 80187: const     0.003749
vwretd    0.729474
SMB       0.013823
HML       0.000191
dtype: float64, 80188: const    -0.113590
vwretd    1.998152
SMB      -0.009830
HML       0.012074
dtype: float64, 80189: const     0.006323
vwretd    1.215020
SMB       0.010805
HML       0.016590
dtype: float64, 80190: const     0.005146
vwretd    0.400018
SMB       0.002865
HML       0.005159
dtype: float64, 80191: const     0.004284
vwretd    1.323938
SMB       0.000068
HML       0.004747
dtype: float64, 80192: const    -0.013332
vwretd    0.128868
SMB       0.004721
HML      -0.006621
dtype: float64, 80193: const    -0.009329
vwretd    2.311251
SMB       0.011221
HML       0.020489
dtype: float64, 80195: const    -0.005680
vwretd    0.390400
SMB       0.010566
HML       0.000928
dtype: float64, 80196: const     0.001325
vwretd    0.711275
SMB       0.001598
HML       0.003898
dtype: float64, 80197: const    -0.009103
vwretd    0.501846
SMB       0.006131
HML       0.000224
dtype: float64, 80198: const    -0.021731
vwretd    1.353430
SMB       0.000452
HML      -0.000281
dtype: float64, 80199: const     0.015964
vwretd    0.519218
SMB       0.003753
HML      -0.000325
dtype: float64, 80200: const     0.002308
vwretd    0.969999
SMB       0.004554
HML      -0.001409
dtype: float64, 80201: const     0.008562
vwretd    0.974412
SMB       0.000198
HML      -0.000969
dtype: float64, 80202: const     0.004338
vwretd    0.194937
SMB      -0.002553
HML       0.000179
dtype: float64, 80203: const     0.005302
vwretd    0.075168
SMB      -0.002690
HML       0.002288
dtype: float64, 80204: const     0.004200
vwretd    0.942753
SMB      -0.000828
HML       0.004847
dtype: float64, 80205: const    -0.003828
vwretd    0.727611
SMB       0.003761
HML       0.004605
dtype: float64, 80206: const     0.002410
vwretd    0.988846
SMB       0.003089
HML       0.000230
dtype: float64, 80207: const     0.005903
vwretd    0.088607
SMB      -0.000314
HML       0.000488
dtype: float64, 80208: const    -0.006043
vwretd    0.804041
SMB       0.009579
HML       0.006044
dtype: float64, 80209: const     0.003291
vwretd    0.670637
SMB       0.003870
HML       0.006365
dtype: float64, 80210: const     0.002582
vwretd    0.843900
SMB       0.001680
HML       0.004346
dtype: float64, 80211: const     0.003307
vwretd    0.914857
SMB       0.004333
HML       0.002638
dtype: float64, 80212: const     0.003700
vwretd    0.368345
SMB       0.004082
HML       0.007011
dtype: float64, 80213: const     0.006659
vwretd    0.321751
SMB       0.005165
HML       0.006251
dtype: float64, 80214: const     0.007842
vwretd    0.699081
SMB       0.002517
HML       0.001386
dtype: float64, 80215: const     0.005129
vwretd    1.134896
SMB       0.042058
HML       0.003495
dtype: float64, 80216: const     0.015849
vwretd    0.912656
SMB      -0.000995
HML      -0.001889
dtype: float64, 80217: const    -0.008037
vwretd    1.009450
SMB       0.003742
HML       0.007614
dtype: float64, 80220: const    -0.020337
vwretd    2.083110
SMB       0.006082
HML       0.003837
dtype: float64, 80221: const    -0.057873
vwretd    2.173636
SMB       0.002880
HML       0.004645
dtype: float64, 80222: const     0.141999
vwretd   -2.087853
SMB       0.003153
HML      -0.025446
dtype: float64, 80223: const     0.002237
vwretd    0.821370
SMB       0.007334
HML       0.014047
dtype: float64, 80224: const     0.000359
vwretd    0.253606
SMB       0.025505
HML       0.016850
dtype: float64, 80225: const    -0.000879
vwretd    0.401505
SMB       0.010111
HML       0.005725
dtype: float64, 80226: const    -0.020436
vwretd    0.700924
SMB       0.007192
HML      -0.018081
dtype: float64, 80227: const    -0.003848
vwretd    1.356839
SMB       0.014604
HML       0.006573
dtype: float64, 80228: const     0.004382
vwretd    0.969383
SMB      -0.008879
HML      -0.009063
dtype: float64, 80229: const     0.186708
vwretd   -0.668624
SMB       0.049502
HML       0.010424
dtype: float64, 80230: const    -0.034949
vwretd    0.615742
SMB       0.008530
HML      -0.014712
dtype: float64, 80231: const    -0.009726
vwretd    0.873194
SMB      -0.009072
HML      -0.042171
dtype: float64, 80232: const     0.065026
vwretd    0.030523
SMB       0.000688
HML      -0.006575
dtype: float64, 80233: const     0.004751
vwretd    0.982028
SMB       0.005008
HML       0.005037
dtype: float64, 80234: const    -0.016598
vwretd    1.956444
SMB      -0.005682
HML      -0.017114
dtype: float64, 80235: const     0.031073
vwretd    0.067934
SMB       0.017757
HML      -0.034483
dtype: float64, 80236: const    -0.000654
vwretd    1.267755
SMB       0.007598
HML      -0.001800
dtype: float64, 80237: const     0.009231
vwretd    1.234779
SMB       0.025447
HML      -0.008409
dtype: float64, 80238: const     0.026175
vwretd    0.651209
SMB      -0.012630
HML      -0.018664
dtype: float64, 80239: const    -0.003850
vwretd    1.047802
SMB      -0.000111
HML       0.004897
dtype: float64, 80240: const    -0.012401
vwretd    0.910710
SMB      -0.000091
HML       0.003288
dtype: float64, 80241: const     0.003320
vwretd    0.641068
SMB       0.007157
HML       0.008670
dtype: float64, 80242: const    -0.000139
vwretd    1.031685
SMB       0.001675
HML       0.005981
dtype: float64, 80243: const    -0.001712
vwretd    0.904713
SMB       0.003665
HML       0.005259
dtype: float64, 80244: const     0.014293
vwretd    0.083238
SMB       0.020162
HML      -0.041373
dtype: float64, 80245: const    -0.008508
vwretd    1.175443
SMB       0.005200
HML       0.008605
dtype: float64, 80246: const    -0.020638
vwretd    0.564815
SMB       0.024220
HML       0.009567
dtype: float64, 80248: const     0.031657
vwretd    0.997119
SMB       0.007080
HML      -0.006847
dtype: float64, 80249: const     0.023238
vwretd    1.500042
SMB       0.004531
HML       0.000504
dtype: float64, 80250: const     0.071743
vwretd    1.247826
SMB       0.050048
HML       0.010556
dtype: float64, 80251: const     0.014281
vwretd    6.278390
SMB      -0.020637
HML      -0.087832
dtype: float64, 80252: const     0.005075
vwretd    2.084319
SMB       0.004824
HML      -0.003181
dtype: float64, 80253: const     0.032740
vwretd    1.873396
SMB       0.003919
HML       0.007391
dtype: float64, 80254: const     0.005718
vwretd    1.149958
SMB       0.007620
HML       0.006537
dtype: float64, 80255: const     0.103225
vwretd   -1.002028
SMB      -0.017404
HML      -0.080881
dtype: float64, 80256: const    -0.015304
vwretd    0.880450
SMB       0.000020
HML       0.000236
dtype: float64, 80257: const     0.004495
vwretd    2.126140
SMB       0.015371
HML      -0.009489
dtype: float64, 80258: const    -0.005676
vwretd    0.703229
SMB       0.018322
HML      -0.022048
dtype: float64, 80259: const     0.046392
vwretd    0.636545
SMB       0.003756
HML       0.005398
dtype: float64, 80260: const     0.008515
vwretd    0.850417
SMB       0.002544
HML      -0.011523
dtype: float64, 80261: const    -0.360123
vwretd    3.686494
SMB      -0.067008
HML      -0.019033
dtype: float64, 80262: const    -0.029602
vwretd    2.687954
SMB       0.042442
HML       0.029653
dtype: float64, 80263: const    -0.040729
vwretd    1.740091
SMB       0.023921
HML      -0.012673
dtype: float64, 80264: const     0.000417
vwretd    0.782498
SMB       0.003866
HML      -0.001135
dtype: float64, 80265: const    -0.066447
vwretd    1.187426
SMB       0.000904
HML      -0.018644
dtype: float64, 80266: const     0.017806
vwretd    1.678306
SMB       0.013787
HML      -0.012403
dtype: float64, 80267: const    -0.031654
vwretd    0.496520
SMB       0.027387
HML       0.002338
dtype: float64, 80268: const     0.006098
vwretd    0.409115
SMB      -0.002672
HML       0.000989
dtype: float64, 80269: const    -0.145444
vwretd   -5.015426
SMB       0.023690
HML       0.062849
dtype: float64, 80270: const    -0.070698
vwretd   -0.272780
SMB       0.002915
HML      -0.035222
dtype: float64, 80271: const     0.028624
vwretd    0.039980
SMB       0.007040
HML       0.000848
dtype: float64, 80272: const     0.016813
vwretd    0.975045
SMB       0.030123
HML       0.005513
dtype: float64, 80273: const     0.016519
vwretd   -0.603462
SMB      -0.007898
HML      -0.011971
dtype: float64, 80274: const     0.006877
vwretd    0.951587
SMB       0.013098
HML       0.001695
dtype: float64, 80275: const    -0.014949
vwretd    0.684364
SMB       0.046586
HML      -0.015530
dtype: float64, 80276: const     0.021753
vwretd    1.164692
SMB       0.016010
HML      -0.011340
dtype: float64, 80278: const     0.037379
vwretd   -0.895220
SMB      -0.039416
HML      -0.084851
dtype: float64, 80279: const     0.013171
vwretd    2.184764
SMB       0.024559
HML       0.003482
dtype: float64, 80280: const    -0.016404
vwretd   -0.536258
SMB       0.001531
HML      -0.001364
dtype: float64, 80281: const    -0.011780
vwretd   -0.875963
SMB       0.040572
HML       0.020072
dtype: float64, 80282: const    -0.050585
vwretd    0.711214
SMB      -0.007247
HML      -0.015350
dtype: float64, 80283: const     0.012974
vwretd   -9.864442
SMB       0.227848
HML       0.087988
dtype: float64, 80284: const     0.004220
vwretd    1.083159
SMB      -0.002020
HML       0.011408
dtype: float64, 80285: const    -0.035159
vwretd    0.012962
SMB       0.000302
HML       0.014637
dtype: float64, 80286: const     0.012850
vwretd    0.817858
SMB       0.007013
HML       0.001348
dtype: float64, 80287: const    -0.195581
vwretd    6.136840
SMB       0.031567
HML      -0.062276
dtype: float64, 80288: const    -0.006917
vwretd    0.431323
SMB       0.000724
HML       0.001043
dtype: float64, 80289: const     0.094546
vwretd    0.201292
SMB       0.011076
HML       0.007035
dtype: float64, 80290: const     0.003710
vwretd    0.730656
SMB       0.002395
HML       0.003060
dtype: float64, 80292: const    -0.011602
vwretd    1.667769
SMB       0.011982
HML       0.016060
dtype: float64, 80293: const     0.005069
vwretd    1.061107
SMB       0.020065
HML       0.008652
dtype: float64, 80294: const     0.008964
vwretd    0.043613
SMB       0.000497
HML      -0.000550
dtype: float64, 80295: const    -0.028836
vwretd    1.537564
SMB       0.003075
HML       0.004045
dtype: float64, 80296: const    -0.172774
vwretd    4.121801
SMB       0.053511
HML       0.025882
dtype: float64, 80297: const    -0.001898
vwretd    1.313779
SMB       0.004854
HML       0.003344
dtype: float64, 80298: const    -0.160125
vwretd    0.332614
SMB      -0.045980
HML      -0.034620
dtype: float64, 80299: const    -0.008319
vwretd   -2.491695
SMB       0.035728
HML       0.010324
dtype: float64, 80300: const    -0.073323
vwretd    5.169710
SMB       0.112673
HML       0.072267
dtype: float64, 80301: const     -0.135526
vwretd    10.050198
SMB        0.089919
HML        0.081610
dtype: float64, 80302: const    -0.011215
vwretd    1.134835
SMB       0.013378
HML      -0.012667
dtype: float64, 80303: const    -0.009365
vwretd    2.172697
SMB       0.005040
HML       0.015720
dtype: float64, 80304: const     0.007804
vwretd    0.906623
SMB       0.020644
HML       0.003079
dtype: float64, 80305: const    -0.047432
vwretd    1.592711
SMB       0.005452
HML       0.005487
dtype: float64, 80306: const     0.015683
vwretd    1.604403
SMB       0.016071
HML       0.003945
dtype: float64, 80307: const     0.012942
vwretd    0.870290
SMB       0.006456
HML      -0.003422
dtype: float64, 80308: const     0.032469
vwretd    2.730515
SMB       0.054296
HML      -0.036030
dtype: float64, 80309: const    -0.018289
vwretd    1.221330
SMB       0.010353
HML       0.016961
dtype: float64, 80310: const     0.001584
vwretd    1.054239
SMB       0.005517
HML      -0.008930
dtype: float64, 80311: const     0.034457
vwretd    2.648388
SMB       0.018256
HML       0.004630
dtype: float64, 80312: const     0.009196
vwretd    2.066066
SMB       0.006059
HML       0.000450
dtype: float64, 80313: const    -0.025720
vwretd    0.897023
SMB       0.014096
HML      -0.003889
dtype: float64, 80314: const    -0.079973
vwretd    1.315910
SMB       0.018337
HML       0.015251
dtype: float64, 80315: const     0.037594
vwretd    0.568792
SMB       0.031238
HML       0.054126
dtype: float64, 80316: const    -0.008118
vwretd    1.526055
SMB       0.008516
HML       0.001313
dtype: float64, 80317: const    -0.001628
vwretd    1.146338
SMB       0.013328
HML       0.013745
dtype: float64, 80318: const     0.025939
vwretd   -0.142605
SMB      -0.000320
HML       0.002631
dtype: float64, 80319: const     0.026633
vwretd    0.106961
SMB       0.010233
HML       0.010484
dtype: float64, 80320: const     0.012730
vwretd    1.034391
SMB       0.000841
HML      -0.002790
dtype: float64, 80321: const    -0.044399
vwretd    1.224177
SMB       0.020165
HML       0.009389
dtype: float64, 80322: const    -0.065101
vwretd    1.792285
SMB       0.011549
HML      -0.017371
dtype: float64, 80323: const    -0.024536
vwretd   -0.580059
SMB       0.005350
HML       0.016987
dtype: float64, 80324: const    -0.038678
vwretd    0.722188
SMB       0.006623
HML      -0.003406
dtype: float64, 80325: const    -0.015508
vwretd    1.628470
SMB       0.010510
HML       0.003982
dtype: float64, 80326: const     0.009477
vwretd    0.475248
SMB       0.003973
HML       0.005984
dtype: float64, 80327: const    -0.042512
vwretd    2.579154
SMB       0.002205
HML      -0.004364
dtype: float64, 80328: const     0.010468
vwretd    0.370697
SMB      -0.001400
HML      -0.000137
dtype: float64, 80329: const     0.001113
vwretd    2.129569
SMB       0.002566
HML      -0.004546
dtype: float64, 80330: const     0.068934
vwretd    1.450654
SMB       0.016667
HML      -0.052027
dtype: float64, 80331: const    -0.002619
vwretd    2.812918
SMB       0.023184
HML      -0.009642
dtype: float64, 80332: const     0.011889
vwretd    2.086260
SMB       0.007575
HML      -0.008087
dtype: float64, 80333: const     0.001091
vwretd    0.215770
SMB       0.015339
HML      -0.005719
dtype: float64, 80334: const     0.028951
vwretd    0.353295
SMB       0.000143
HML      -0.018311
dtype: float64, 80335: const    -0.083706
vwretd    2.739586
SMB      -0.009195
HML       0.020837
dtype: float64, 80336: const     0.006070
vwretd    0.394174
SMB       0.000605
HML       0.002739
dtype: float64, 80337: const     0.065074
vwretd    0.947138
SMB       0.023819
HML      -0.050599
dtype: float64, 80338: const     0.004090
vwretd    0.237572
SMB       0.003623
HML       0.006124
dtype: float64, 80340: const     0.002867
vwretd    0.419912
SMB       0.002463
HML       0.006981
dtype: float64, 80341: const    -0.001808
vwretd    1.106950
SMB       0.006950
HML       0.000988
dtype: float64, 80342: const    -0.187509
vwretd    2.782495
SMB      -0.029492
HML       0.002415
dtype: float64, 80343: const    -0.003976
vwretd    1.650948
SMB       0.013845
HML       0.013106
dtype: float64, 80344: const     0.010604
vwretd    0.535143
SMB       0.009904
HML       0.006498
dtype: float64, 80345: const    -0.029331
vwretd    2.249321
SMB       0.000270
HML       0.016358
dtype: float64, 80346: const     0.025216
vwretd   -0.114185
SMB       0.010234
HML       0.037411
dtype: float64, 80347: const     0.007859
vwretd    0.996472
SMB       0.010555
HML       0.003521
dtype: float64, 80348: const     0.018637
vwretd    0.125629
SMB       0.003552
HML      -0.010029
dtype: float64, 80349: const     0.026324
vwretd   -1.777174
SMB       0.042311
HML       0.020744
dtype: float64, 80350: const    -0.043705
vwretd    0.892238
SMB       0.016594
HML       0.018361
dtype: float64, 80351: const    -0.033660
vwretd    0.744047
SMB       0.007867
HML       0.003282
dtype: float64, 80352: const     0.002817
vwretd    1.438814
SMB       0.006190
HML       0.014353
dtype: float64, 80353: const    -0.014374
vwretd    0.482526
SMB       0.013701
HML       0.000323
dtype: float64, 80354: const     0.015015
vwretd    0.251146
SMB       0.002306
HML       0.008564
dtype: float64, 80355: const    -0.012953
vwretd    0.712313
SMB       0.012694
HML       0.002802
dtype: float64, 80356: const    -0.052552
vwretd    1.207645
SMB       0.000286
HML       0.008321
dtype: float64, 80357: const     0.013749
vwretd    0.246357
SMB       0.008935
HML       0.003008
dtype: float64, 80358: const     0.008616
vwretd    1.227427
SMB       0.010081
HML       0.002924
dtype: float64, 80359: const    -0.001808
vwretd   -0.313732
SMB       0.016774
HML       0.005455
dtype: float64, 80360: const    -0.014800
vwretd    2.221087
SMB       0.006254
HML       0.002658
dtype: float64, 80361: const     0.005897
vwretd    0.971746
SMB       0.004994
HML       0.005308
dtype: float64, 80362: const     0.002084
vwretd    1.207052
SMB       0.007381
HML       0.004185
dtype: float64, 80363: const    -0.214832
vwretd    2.953952
SMB       0.072095
HML       0.030873
dtype: float64, 80364: const     0.007057
vwretd    0.408978
SMB       0.003502
HML       0.005209
dtype: float64, 80365: const     0.031389
vwretd   -0.094165
SMB       0.014431
HML      -0.015857
dtype: float64, 80366: const    -0.095681
vwretd    4.316442
SMB       0.000218
HML       0.029373
dtype: float64, 80367: const    -0.013861
vwretd    2.033759
SMB       0.001217
HML       0.064127
dtype: float64, 80368: const     0.000433
vwretd    1.119511
SMB       0.003902
HML       0.005101
dtype: float64, 80369: const     0.007512
vwretd    0.886086
SMB       0.003232
HML       0.010027
dtype: float64, 80370: const    -0.001280
vwretd    0.825941
SMB       0.005188
HML      -0.002589
dtype: float64, 80371: const    -0.036187
vwretd    1.475629
SMB       0.021546
HML       0.012314
dtype: float64, 80372: const     0.043338
vwretd    0.260862
SMB       0.069967
HML       0.001150
dtype: float64, 80373: const    -0.172459
vwretd    3.149127
SMB      -0.055909
HML      -0.005957
dtype: float64, 80374: const    -0.000109
vwretd    1.646435
SMB       0.011502
HML       0.019396
dtype: float64, 80375: const     0.003638
vwretd    1.269664
SMB       0.010494
HML       0.012539
dtype: float64, 80376: const    -0.036357
vwretd    0.796316
SMB      -0.002935
HML      -0.003780
dtype: float64, 80377: const    -0.167423
vwretd    0.530408
SMB       0.031576
HML       0.139867
dtype: float64, 80378: const     0.006878
vwretd    0.253977
SMB       0.005576
HML      -0.002545
dtype: float64, 80379: const    -0.312867
vwretd   -0.051683
SMB       0.144043
HML      -0.392762
dtype: float64, 80380: const     0.030918
vwretd    2.456431
SMB       0.016631
HML      -0.022312
dtype: float64, 80381: const     0.004423
vwretd    0.740344
SMB       0.002498
HML       0.005129
dtype: float64, 80382: const    -0.018038
vwretd    0.229441
SMB       0.006833
HML       0.002388
dtype: float64, 80383: const    -0.037881
vwretd    0.935888
SMB      -0.003451
HML      -0.029078
dtype: float64, 80384: const     0.003923
vwretd    0.703748
SMB       0.000031
HML       0.002966
dtype: float64, 80385: const    -0.022786
vwretd    1.490134
SMB       0.001069
HML       0.009194
dtype: float64, 80386: const    -0.021253
vwretd    2.262534
SMB       0.032108
HML       0.027474
dtype: float64, 80387: const    -0.012477
vwretd    0.574382
SMB       0.001277
HML       0.004853
dtype: float64, 80388: const     0.022770
vwretd    1.076872
SMB       0.007301
HML       0.012918
dtype: float64, 80389: const    -0.028608
vwretd    1.475531
SMB      -0.002436
HML       0.002189
dtype: float64, 80390: const     0.001730
vwretd   -2.168580
SMB      -0.001329
HML      -0.039220
dtype: float64, 80391: const    -0.024944
vwretd    2.167309
SMB       0.006751
HML       0.000334
dtype: float64, 80392: const    -0.010994
vwretd    0.841698
SMB       0.005118
HML       0.008723
dtype: float64, 80393: const     0.034256
vwretd    0.373157
SMB       0.007822
HML       0.000579
dtype: float64, 80394: const     0.001763
vwretd    0.392592
SMB      -0.000371
HML       0.003051
dtype: float64, 80395: const     0.001224
vwretd    0.443377
SMB       0.000542
HML       0.005734
dtype: float64, 80396: const    -0.024955
vwretd    0.777294
SMB       0.022759
HML       0.003082
dtype: float64, 80397: const    -0.003238
vwretd    0.662301
SMB       0.006144
HML      -0.003213
dtype: float64, 80398: const    -0.046884
vwretd    1.136728
SMB       0.023821
HML       0.011655
dtype: float64, 80399: const    -0.000582
vwretd    1.308411
SMB       0.009752
HML       0.013764
dtype: float64, 80400: const    -0.023430
vwretd    1.441812
SMB      -0.000648
HML       0.003094
dtype: float64, 80401: const     0.003678
vwretd    0.376453
SMB       0.000406
HML       0.001222
dtype: float64, 80402: const    -0.001678
vwretd    0.369744
SMB       0.002960
HML       0.006306
dtype: float64, 80404: const    -0.042207
vwretd    1.529751
SMB       0.010781
HML       0.010287
dtype: float64, 80405: const    -0.001207
vwretd    0.738274
SMB      -0.000964
HML       0.001359
dtype: float64, 80406: const     0.003775
vwretd    1.313637
SMB       0.006658
HML       0.013639
dtype: float64, 80407: const     0.006814
vwretd    1.404368
SMB       0.026537
HML       0.001539
dtype: float64, 80408: const     0.004911
vwretd    0.512593
SMB       0.003328
HML       0.004555
dtype: float64, 80409: const    -0.000176
vwretd    1.551007
SMB       0.003915
HML       0.001505
dtype: float64, 80410: const    -0.016686
vwretd    1.687044
SMB       0.010070
HML       0.016229
dtype: float64, 80411: const     0.008832
vwretd    1.041355
SMB      -0.002564
HML      -0.001243
dtype: float64, 80412: const     0.007815
vwretd    0.515125
SMB       0.003377
HML       0.004282
dtype: float64, 80413: const    -0.006257
vwretd    0.073317
SMB       0.000873
HML       0.001209
dtype: float64, 80414: const     0.094628
vwretd   -0.459934
SMB       0.008042
HML      -0.025972
dtype: float64, 80415: const     0.006803
vwretd    1.033809
SMB       0.002269
HML       0.006255
dtype: float64, 80416: const     0.002669
vwretd    0.960091
SMB       0.006280
HML       0.012412
dtype: float64, 80417: const    -0.000480
vwretd    0.807554
SMB       0.003484
HML       0.008959
dtype: float64, 80418: const     0.026039
vwretd   -0.388496
SMB       0.011056
HML       0.002594
dtype: float64, 80419: const    -0.036310
vwretd    2.906552
SMB       0.060251
HML      -0.048378
dtype: float64, 80420: const     0.011387
vwretd    0.212033
SMB       0.006522
HML       0.002897
dtype: float64, 80421: const     0.004815
vwretd    0.412509
SMB       0.002200
HML       0.001096
dtype: float64, 80422: const    -0.020451
vwretd    1.802967
SMB      -0.001316
HML       0.013679
dtype: float64, 80423: const     0.002307
vwretd    0.379014
SMB       0.006760
HML       0.010594
dtype: float64, 80424: const     0.002392
vwretd    0.468578
SMB       0.004896
HML       0.006457
dtype: float64, 80425: const     0.008573
vwretd    1.492622
SMB       0.017083
HML      -0.010132
dtype: float64, 80426: const     0.014774
vwretd   -0.224464
SMB      -0.004724
HML       0.010796
dtype: float64, 80427: const     0.002964
vwretd    1.067653
SMB       0.037418
HML       0.005466
dtype: float64, 80428: const    -0.024370
vwretd    1.329638
SMB      -0.003260
HML      -0.000956
dtype: float64, 80429: const     0.005572
vwretd    0.905264
SMB       0.001095
HML      -0.002372
dtype: float64, 80430: const    -0.007105
vwretd    1.202218
SMB       0.004843
HML       0.004616
dtype: float64, 80431: const     0.017970
vwretd    1.030976
SMB       0.024466
HML       0.012197
dtype: float64, 80432: const     0.008855
vwretd    1.491678
SMB      -0.000939
HML       0.001477
dtype: float64, 80433: const    -0.050926
vwretd   -0.201020
SMB       0.015215
HML      -0.019035
dtype: float64, 80434: const     0.004995
vwretd    0.883034
SMB       0.001729
HML       0.003126
dtype: float64, 80435: const     0.063672
vwretd    0.940628
SMB       0.003216
HML      -0.001896
dtype: float64, 80436: const    -0.011226
vwretd    1.743630
SMB      -0.013351
HML       0.010701
dtype: float64, 80437: const    -0.010218
vwretd    1.369614
SMB       0.008677
HML       0.007906
dtype: float64, 80438: const    -0.004872
vwretd   -0.171036
SMB       0.003063
HML      -0.003339
dtype: float64, 80439: const     0.025054
vwretd    1.531725
SMB       0.008581
HML      -0.006776
dtype: float64, 80440: const    -0.024898
vwretd   -1.720119
SMB      -0.011307
HML      -0.033074
dtype: float64, 80441: const     0.036394
vwretd    0.711005
SMB       0.009818
HML      -0.010196
dtype: float64, 80442: const     0.033381
vwretd    0.786099
SMB       0.014889
HML      -0.017755
dtype: float64, 80443: const    -0.024098
vwretd    1.074054
SMB       0.015708
HML       0.012157
dtype: float64, 80444: const    -0.024986
vwretd    0.802557
SMB       0.004794
HML      -0.004690
dtype: float64, 80445: const    -0.120462
vwretd    0.000777
SMB      -0.019408
HML      -0.049256
dtype: float64, 80446: const     0.012112
vwretd    0.927055
SMB       0.005182
HML       0.008708
dtype: float64, 80447: const     0.031180
vwretd    1.512803
SMB       0.015081
HML       0.005200
dtype: float64, 80448: const    -0.052229
vwretd    0.954758
SMB       0.021733
HML      -0.006500
dtype: float64, 80450: const    -0.009345
vwretd    0.841516
SMB       0.012649
HML       0.032560
dtype: float64, 80451: const     0.002257
vwretd    0.675040
SMB       0.012346
HML       0.005466
dtype: float64, 80452: const    -0.027227
vwretd    1.459688
SMB       0.006922
HML      -0.004022
dtype: float64, 80453: const    -0.000890
vwretd    1.145656
SMB       0.007776
HML       0.001858
dtype: float64, 80454: const     0.009502
vwretd    0.178299
SMB       0.027507
HML      -0.025939
dtype: float64, 80455: const     0.027710
vwretd    1.127274
SMB       0.009584
HML      -0.006872
dtype: float64, 80456: const     0.004870
vwretd    0.437809
SMB       0.000216
HML       0.003488
dtype: float64, 80457: const    -0.004524
vwretd    2.100071
SMB       0.006636
HML       0.011838
dtype: float64, 80458: const      0.211363
vwretd    11.175276
SMB        0.343547
HML        0.163804
dtype: float64, 80459: const     0.020327
vwretd   -0.173112
SMB       0.005476
HML       0.003608
dtype: float64, 80460: const     0.006862
vwretd    0.313375
SMB       0.003345
HML       0.004443
dtype: float64, 80461: const     0.003459
vwretd    1.308899
SMB       0.005616
HML      -0.007264
dtype: float64, 80462: const    -0.029770
vwretd    0.041840
SMB       0.017171
HML       0.005898
dtype: float64, 80463: const     0.019489
vwretd    1.178432
SMB       0.023052
HML      -0.017734
dtype: float64, 80464: const     0.000762
vwretd    2.061542
SMB       0.018917
HML       0.038378
dtype: float64, 80465: const    -0.010009
vwretd    0.831872
SMB       0.019159
HML      -0.000113
dtype: float64, 80466: const     0.006834
vwretd    1.229284
SMB       0.003595
HML       0.005912
dtype: float64, 80467: const     0.009169
vwretd    0.396109
SMB       0.003364
HML       0.005760
dtype: float64, 80468: const    -0.049770
vwretd    3.057027
SMB      -0.013431
HML       0.007066
dtype: float64, 80469: const     0.020644
vwretd    1.708823
SMB       0.018377
HML      -0.006463
dtype: float64, 80470: const     0.003147
vwretd    1.083699
SMB       0.011304
HML       0.006772
dtype: float64, 80471: const     0.108080
vwretd   -0.472841
SMB       0.013753
HML      -0.007936
dtype: float64, 80472: const    -0.039886
vwretd    1.747083
SMB      -0.004087
HML       0.025500
dtype: float64, 80473: const    -0.001441
vwretd    1.091919
SMB       0.012885
HML       0.002615
dtype: float64, 80474: const    -0.002333
vwretd    0.843666
SMB       0.007878
HML       0.012659
dtype: float64, 80475: const     0.018517
vwretd    1.709958
SMB      -0.002139
HML      -0.046889
dtype: float64, 80476: const     0.008728
vwretd    0.187296
SMB       0.003630
HML       0.008785
dtype: float64, 80477: const     0.079766
vwretd   -1.551943
SMB       0.020898
HML      -0.023574
dtype: float64, 80478: const     0.007597
vwretd    0.433455
SMB       0.003186
HML       0.006294
dtype: float64, 80479: const    -0.009486
vwretd    0.348673
SMB       0.001673
HML       0.000030
dtype: float64, 80480: const    -0.009362
vwretd    0.854043
SMB       0.001688
HML       0.002397
dtype: float64, 80481: const     0.021718
vwretd    1.608514
SMB       0.015462
HML       0.002172
dtype: float64, 80482: const     0.025525
vwretd    1.759060
SMB       0.011647
HML      -0.003408
dtype: float64, 80483: const    -0.034127
vwretd    0.978142
SMB       0.020694
HML       0.002555
dtype: float64, 80484: const    -0.002479
vwretd    2.155891
SMB       0.009722
HML      -0.006105
dtype: float64, 80485: const     0.003071
vwretd    0.761732
SMB       0.010245
HML      -0.002485
dtype: float64, 80486: const    -0.013022
vwretd    1.588696
SMB       0.024217
HML       0.005357
dtype: float64, 80487: const     0.014345
vwretd    0.200279
SMB       0.009191
HML       0.009434
dtype: float64, 80488: const     0.005201
vwretd    1.570160
SMB       0.008408
HML      -0.009150
dtype: float64, 80489: const    -0.173153
vwretd    8.161027
SMB      -0.047898
HML      -0.002957
dtype: float64, 80490: const     0.007889
vwretd    1.450242
SMB       0.012003
HML       0.012011
dtype: float64, 80491: const     0.010386
vwretd    0.768026
SMB       0.009345
HML       0.003663
dtype: float64, 80493: const     0.003283
vwretd    1.344851
SMB       0.006692
HML       0.010749
dtype: float64, 80494: const     0.026259
vwretd    1.037449
SMB       0.012090
HML      -0.003479
dtype: float64, 80495: const    -0.007385
vwretd    0.572989
SMB       0.004791
HML       0.007535
dtype: float64, 80496: const     0.011256
vwretd    0.799055
SMB       0.005953
HML       0.008823
dtype: float64, 80497: const    -0.063164
vwretd    1.831395
SMB      -0.003187
HML       0.013862
dtype: float64, 80498: const     0.002566
vwretd    0.854114
SMB       0.008208
HML       0.012279
dtype: float64, 80499: const     0.111365
vwretd    0.604838
SMB       0.030545
HML      -0.033881
dtype: float64, 80500: const     0.031419
vwretd    0.115876
SMB       0.001978
HML      -0.017066
dtype: float64, 80502: const     0.049812
vwretd   -0.736336
SMB       0.000747
HML      -0.016576
dtype: float64, 80503: const    -0.016400
vwretd    1.653047
SMB       0.018619
HML      -0.001314
dtype: float64, 80504: const    -0.018291
vwretd    1.055507
SMB       0.007540
HML       0.009958
dtype: float64, 80505: const     0.052969
vwretd    3.031310
SMB       0.021123
HML      -0.019291
dtype: float64, 80506: const     0.059702
vwretd    1.109243
SMB      -0.007071
HML      -0.038309
dtype: float64, 80508: const     0.038008
vwretd    2.176230
SMB       0.000087
HML      -0.027068
dtype: float64, 80509: const    -0.017669
vwretd    2.006714
SMB      -0.008677
HML      -0.000308
dtype: float64, 80510: const     0.054224
vwretd   -0.413928
SMB      -0.023804
HML      -0.027830
dtype: float64, 80512: const     0.004323
vwretd    0.354842
SMB      -0.002865
HML      -0.000787
dtype: float64, 80513: const    -0.027028
vwretd   -0.082738
SMB       0.014389
HML       0.004416
dtype: float64, 80514: const    -0.259444
vwretd    3.558141
SMB       0.015037
HML       0.093771
dtype: float64, 80515: const     0.022426
vwretd    1.721292
SMB       0.010791
HML      -0.005114
dtype: float64, 80516: const     0.012179
vwretd    0.146328
SMB       0.003929
HML       0.005189
dtype: float64, 80517: const     0.003097
vwretd    0.183299
SMB       0.001903
HML       0.002520
dtype: float64, 80518: const    -0.301286
vwretd    9.880652
SMB      -0.148747
HML      -0.174023
dtype: float64, 80519: const    -0.030950
vwretd   -1.141270
SMB      -0.007697
HML      -0.037766
dtype: float64, 80520: const    -0.002360
vwretd    1.007497
SMB       0.003377
HML       0.002541
dtype: float64, 80522: const     0.020276
vwretd   -0.223986
SMB      -0.005323
HML      -0.006241
dtype: float64, 80523: const     0.009771
vwretd    0.971554
SMB       0.004050
HML      -0.008725
dtype: float64, 80524: const    -0.007317
vwretd    0.717366
SMB       0.012455
HML      -0.000964
dtype: float64, 80525: const    -0.000890
vwretd    1.817107
SMB      -0.000321
HML       0.019515
dtype: float64, 80526: const     0.023399
vwretd    1.299499
SMB       0.014537
HML      -0.005908
dtype: float64, 80527: const    -0.032047
vwretd    0.880115
SMB       0.006817
HML       0.008982
dtype: float64, 80528: const     0.003986
vwretd    1.905418
SMB      -0.000146
HML       0.001528
dtype: float64, 80529: const     0.026678
vwretd    0.222343
SMB       0.008980
HML       0.015315
dtype: float64, 80530: const    -0.030519
vwretd    2.069191
SMB       0.007111
HML      -0.001535
dtype: float64, 80531: const     0.003955
vwretd    0.992793
SMB       0.010678
HML       0.012464
dtype: float64, 80532: const     0.021050
vwretd    1.176490
SMB       0.012119
HML      -0.026039
dtype: float64, 80534: const     0.004547
vwretd    0.699946
SMB       0.013948
HML      -0.001200
dtype: float64, 80535: const    -0.080664
vwretd    0.083317
SMB      -0.007590
HML       0.004521
dtype: float64, 80536: const     0.044938
vwretd   -1.771483
SMB       0.008767
HML      -0.056177
dtype: float64, 80537: const     0.004152
vwretd    2.283187
SMB       0.013081
HML      -0.009705
dtype: float64, 80538: const     0.004209
vwretd    1.368364
SMB       0.007650
HML      -0.004557
dtype: float64, 80539: const     0.005576
vwretd    1.006213
SMB       0.015293
HML      -0.003299
dtype: float64, 80540: const    -0.004087
vwretd    0.767807
SMB       0.006579
HML       0.007633
dtype: float64, 80541: const     0.027108
vwretd    0.931340
SMB      -0.001823
HML      -0.018960
dtype: float64, 80542: const    -0.054060
vwretd    2.768541
SMB       0.045760
HML       0.018644
dtype: float64, 80543: const    -0.034243
vwretd    2.047521
SMB       0.003248
HML       0.017581
dtype: float64, 80544: const     0.015590
vwretd    0.836219
SMB       0.012597
HML       0.008740
dtype: float64, 80545: const     0.006839
vwretd    0.730700
SMB       0.004261
HML       0.008915
dtype: float64, 80546: const     0.021202
vwretd    0.041866
SMB       0.004327
HML       0.004676
dtype: float64, 80547: const    -0.023584
vwretd   -0.120217
SMB       0.008060
HML       0.000751
dtype: float64, 80548: const    -0.125090
vwretd    2.609486
SMB      -0.041300
HML      -0.063359
dtype: float64, 80549: const     0.005675
vwretd    0.643743
SMB       0.010610
HML       0.010175
dtype: float64, 80551: const     0.040740
vwretd    5.352242
SMB      -0.045957
HML      -0.068189
dtype: float64, 80552: const     0.016467
vwretd    0.157289
SMB      -0.003201
HML      -0.020594
dtype: float64, 80553: const    -0.001386
vwretd    2.347870
SMB       0.018486
HML       0.006520
dtype: float64, 80554: const     0.056191
vwretd   -0.083232
SMB       0.033255
HML      -0.024111
dtype: float64, 80555: const    -0.033006
vwretd    2.423957
SMB       0.004244
HML      -0.007407
dtype: float64, 80556: const     0.052436
vwretd    1.183667
SMB       0.000701
HML      -0.037493
dtype: float64, 80557: const     0.004456
vwretd    1.170400
SMB       0.005866
HML       0.004555
dtype: float64, 80558: const     0.031450
vwretd    0.510925
SMB      -0.002123
HML      -0.004724
dtype: float64, 80559: const     0.015985
vwretd   -0.452662
SMB       0.010251
HML      -0.015851
dtype: float64, 80560: const     0.024736
vwretd    0.624986
SMB       0.022776
HML      -0.012885
dtype: float64, 80561: const    -0.457373
vwretd    4.972674
SMB       0.007422
HML       0.047036
dtype: float64, 80562: const    -0.016644
vwretd    1.711896
SMB       0.011567
HML       0.024287
dtype: float64, 80563: const     0.014954
vwretd    1.384700
SMB       0.005134
HML       0.000307
dtype: float64, 80564: const    -0.007322
vwretd    2.408214
SMB       0.016079
HML      -0.023226
dtype: float64, 80565: const     0.061404
vwretd   -0.336917
SMB       0.041403
HML      -0.026022
dtype: float64, 80566: const     0.011484
vwretd    0.866995
SMB       0.007078
HML       0.000214
dtype: float64, 80567: const     0.097332
vwretd   -4.946213
SMB       0.023193
HML       0.004909
dtype: float64, 80568: const     0.009192
vwretd    0.880759
SMB       0.003544
HML       0.004764
dtype: float64, 80569: const     0.008414
vwretd    0.544689
SMB       0.005099
HML       0.007649
dtype: float64, 80570: const    -0.019685
vwretd    1.468846
SMB       0.005979
HML       0.018158
dtype: float64, 80571: const     0.010122
vwretd    0.901099
SMB       0.006970
HML       0.000581
dtype: float64, 80572: const    -0.036154
vwretd    1.138410
SMB       0.001724
HML       0.006995
dtype: float64, 80573: const    -0.000644
vwretd    1.073351
SMB       0.010017
HML       0.009142
dtype: float64, 80574: const     -0.307977
vwretd    10.659230
SMB        0.034059
HML        0.123267
dtype: float64, 80575: const     0.005926
vwretd    0.925223
SMB       0.006483
HML       0.004802
dtype: float64, 80576: const     0.027374
vwretd   -0.350469
SMB       0.011689
HML       0.016004
dtype: float64, 80577: const    -0.006966
vwretd    1.363117
SMB       0.034596
HML      -0.012725
dtype: float64, 80578: const     0.039472
vwretd   -0.439187
SMB      -0.011508
HML      -0.035363
dtype: float64, 80579: const    -0.005734
vwretd    1.372063
SMB       0.015888
HML       0.002819
dtype: float64, 80580: const    -0.002717
vwretd    0.997668
SMB       0.000166
HML       0.001613
dtype: float64, 80581: const     0.041189
vwretd    0.141284
SMB       0.005277
HML      -0.023017
dtype: float64, 80582: const    -0.081356
vwretd    1.848330
SMB       0.069623
HML       0.024610
dtype: float64, 80583: const    -0.000291
vwretd   -0.096237
SMB      -0.009596
HML      -0.024894
dtype: float64, 80584: const    -0.001128
vwretd    0.802679
SMB       0.006053
HML       0.008529
dtype: float64, 80585: const     0.001028
vwretd    1.577853
SMB       0.022722
HML      -0.000299
dtype: float64, 80587: const    -0.013032
vwretd    0.708949
SMB       0.008112
HML       0.006763
dtype: float64, 80588: const    -0.029232
vwretd    6.798561
SMB      -0.005724
HML       0.002842
dtype: float64, 80589: const    -0.078115
vwretd    1.658473
SMB       0.015381
HML       0.001366
dtype: float64, 80590: const     0.019199
vwretd   -0.241132
SMB       0.001533
HML       0.004470
dtype: float64, 80591: const     0.007216
vwretd    1.082753
SMB       0.007049
HML       0.009490
dtype: float64, 80592: const    -0.002156
vwretd    0.893589
SMB       0.008202
HML       0.009508
dtype: float64, 80593: const     0.014034
vwretd    0.124419
SMB       0.005638
HML       0.001609
dtype: float64, 80594: const     0.075115
vwretd   -2.027622
SMB       0.044145
HML       0.031177
dtype: float64, 80596: const     0.003619
vwretd    1.223275
SMB      -0.002645
HML       0.012194
dtype: float64, 80597: const    -0.000702
vwretd    0.860957
SMB       0.007289
HML      -0.000013
dtype: float64, 80598: const    -0.015232
vwretd    1.206487
SMB       0.009282
HML       0.014150
dtype: float64, 80599: const    -0.002255
vwretd    2.153156
SMB      -0.002782
HML       0.003343
dtype: float64, 80600: const    -0.000314
vwretd    0.486093
SMB       0.010885
HML       0.015133
dtype: float64, 80601: const     0.002745
vwretd    0.670733
SMB       0.003019
HML       0.002978
dtype: float64, 80603: const    -0.053767
vwretd    1.733973
SMB       0.006901
HML       0.007534
dtype: float64, 80604: const    -0.020990
vwretd    0.606127
SMB       0.010961
HML       0.000171
dtype: float64, 80605: const    -0.042407
vwretd    5.049962
SMB       0.033377
HML       0.015285
dtype: float64, 80606: const     0.005466
vwretd    2.259427
SMB       0.035651
HML       0.024266
dtype: float64, 80607: const    -0.070486
vwretd   -0.003324
SMB      -0.033176
HML      -0.032048
dtype: float64, 80608: const     0.195740
vwretd   -5.186709
SMB       0.024292
HML       0.012058
dtype: float64, 80609: const    -0.023656
vwretd    0.631134
SMB      -0.000529
HML      -0.005949
dtype: float64, 80610: const     0.010222
vwretd   -0.297557
SMB       0.033646
HML      -0.019036
dtype: float64, 80611: const    -0.024690
vwretd    0.038090
SMB      -0.002759
HML      -0.006976
dtype: float64, 80612: const    -0.013457
vwretd    0.548468
SMB       0.011485
HML      -0.002444
dtype: float64, 80613: const     0.022060
vwretd    2.178876
SMB       0.019797
HML       0.002594
dtype: float64, 80614: const    -0.006168
vwretd    0.750331
SMB       0.004185
HML       0.002874
dtype: float64, 80615: const     0.004031
vwretd    1.748473
SMB       0.009075
HML       0.007018
dtype: float64, 80616: const    -0.002351
vwretd    0.190342
SMB       0.002830
HML       0.004626
dtype: float64, 80617: const    -0.074267
vwretd    2.133726
SMB      -0.012386
HML       0.006633
dtype: float64, 80618: const    -0.078595
vwretd    2.851597
SMB       0.032967
HML       0.051207
dtype: float64, 80619: const     0.004287
vwretd    1.407643
SMB       0.023520
HML       0.016887
dtype: float64, 80620: const     0.021383
vwretd    0.448517
SMB       0.000424
HML      -0.000584
dtype: float64, 80621: const     0.006619
vwretd    1.282971
SMB       0.009412
HML       0.012300
dtype: float64, 80622: const    -0.076929
vwretd    2.871232
SMB       0.010761
HML       0.005062
dtype: float64, 80623: const     0.051772
vwretd   -1.333725
SMB       0.004144
HML       0.007089
dtype: float64, 80624: const     0.003826
vwretd    0.600416
SMB       0.007730
HML       0.004490
dtype: float64, 80625: const    -0.012883
vwretd    0.511176
SMB       0.003858
HML       0.010037
dtype: float64, 80626: const     0.049870
vwretd   -0.846000
SMB       0.021929
HML       0.040461
dtype: float64, 80627: const     0.002545
vwretd    1.325004
SMB      -0.004099
HML       0.008991
dtype: float64, 80628: const    -0.004166
vwretd    1.196582
SMB       0.002213
HML      -0.005457
dtype: float64, 80629: const     0.008558
vwretd    1.058419
SMB       0.018230
HML      -0.002432
dtype: float64, 80630: const    -0.009383
vwretd    0.878403
SMB       0.015630
HML       0.014429
dtype: float64, 80631: const     0.007696
vwretd    3.405730
SMB       0.012014
HML      -0.024101
dtype: float64, 80632: const    -0.110393
vwretd    3.645578
SMB       0.040647
HML       0.035707
dtype: float64, 80633: const     0.003102
vwretd    0.606696
SMB       0.003812
HML       0.008911
dtype: float64, 80634: const    -0.007150
vwretd    1.363993
SMB       0.002174
HML       0.013500
dtype: float64, 80635: const     0.004496
vwretd    1.608677
SMB       0.006636
HML       0.001603
dtype: float64, 80636: const    -0.004591
vwretd    0.991027
SMB       0.002753
HML      -0.004906
dtype: float64, 80637: const    -0.014822
vwretd    0.105493
SMB       0.003287
HML       0.003403
dtype: float64, 80638: const    -0.003652
vwretd    0.718704
SMB       0.012563
HML       0.006223
dtype: float64, 80639: const    -0.020459
vwretd    2.220558
SMB       0.008612
HML      -0.016827
dtype: float64, 80640: const     0.034747
vwretd    1.503838
SMB       0.027184
HML      -0.012684
dtype: float64, 80641: const     0.011839
vwretd   -0.014112
SMB      -0.001981
HML      -0.001036
dtype: float64, 80642: const    -0.011421
vwretd    1.921654
SMB       0.011084
HML       0.025335
dtype: float64, 80643: const     0.040795
vwretd    0.905353
SMB       0.008999
HML      -0.011236
dtype: float64, 80644: const     0.003944
vwretd    0.414604
SMB      -0.000018
HML       0.000117
dtype: float64, 80645: const    -0.101238
vwretd    5.189421
SMB       0.023451
HML      -0.006466
dtype: float64, 80646: const    -0.037442
vwretd    2.092867
SMB       0.017348
HML       0.012486
dtype: float64, 80647: const     0.231169
vwretd   -8.751296
SMB       0.079413
HML       0.062003
dtype: float64, 80648: const     0.000489
vwretd    0.455499
SMB       0.004871
HML      -0.002877
dtype: float64, 80649: const     0.030585
vwretd    0.717189
SMB       0.032322
HML       0.015808
dtype: float64, 80650: const     0.017084
vwretd    0.749788
SMB       0.004285
HML       0.004743
dtype: float64, 80651: const     0.000703
vwretd   -0.191406
SMB       0.015784
HML       0.009636
dtype: float64, 80652: const     0.007270
vwretd    1.418667
SMB       0.014856
HML       0.001035
dtype: float64, 80653: const     0.011064
vwretd    1.179614
SMB      -0.000482
HML       0.000269
dtype: float64, 80654: const    -0.004040
vwretd    1.204452
SMB       0.009862
HML       0.007688
dtype: float64, 80655: const     0.001156
vwretd    1.011852
SMB       0.013775
HML      -0.007200
dtype: float64, 80656: const     0.004593
vwretd    0.421867
SMB       0.002700
HML       0.010505
dtype: float64, 80657: const     0.150886
vwretd   -2.562456
SMB       0.007867
HML       0.005779
dtype: float64, 80658: const    -0.011316
vwretd    0.985403
SMB       0.019005
HML       0.020635
dtype: float64, 80659: const    -0.003216
vwretd    0.378278
SMB       0.008722
HML       0.007103
dtype: float64, 80660: const    -0.021932
vwretd    3.352314
SMB       0.005473
HML       0.009557
dtype: float64, 80661: const    -0.120795
vwretd    3.973731
SMB      -0.034497
HML       0.034665
dtype: float64, 80662: const     0.009285
vwretd    0.405265
SMB       0.059483
HML      -0.001119
dtype: float64, 80663: const    -0.110503
vwretd    2.220617
SMB       0.010831
HML       0.023502
dtype: float64, 80664: const     0.172844
vwretd   -3.200628
SMB       0.002216
HML      -0.062624
dtype: float64, 80665: const     0.022935
vwretd    0.443838
SMB      -0.006303
HML      -0.010749
dtype: float64, 80666: const     0.000149
vwretd    0.322473
SMB       0.010924
HML       0.011347
dtype: float64, 80667: const    -0.054830
vwretd    2.148604
SMB       0.008759
HML       0.014205
dtype: float64, 80668: const    -0.080975
vwretd    0.881132
SMB       0.010914
HML       0.030948
dtype: float64, 80669: const    -0.002802
vwretd    0.295677
SMB       0.002452
HML      -0.001967
dtype: float64, 80670: const     0.009303
vwretd    0.934125
SMB       0.007385
HML       0.007377
dtype: float64, 80671: const     -0.231892
vwretd    11.912080
SMB        0.018043
HML       -0.003925
dtype: float64, 80672: const     0.003337
vwretd    0.990755
SMB      -0.001091
HML       0.010159
dtype: float64, 80674: const     0.006536
vwretd    1.786270
SMB       0.007850
HML      -0.021412
dtype: float64, 80675: const    -0.021206
vwretd    0.743281
SMB      -0.003161
HML      -0.005326
dtype: float64, 80677: const     0.002159
vwretd    0.591269
SMB       0.001907
HML       0.006342
dtype: float64, 80678: const     0.009539
vwretd    1.111949
SMB       0.013558
HML       0.013874
dtype: float64, 80679: const     0.003343
vwretd    1.008404
SMB       0.006943
HML       0.000955
dtype: float64, 80680: const    -0.002234
vwretd    0.369810
SMB       0.002084
HML       0.003019
dtype: float64, 80681: const     0.007233
vwretd    0.596142
SMB       0.002400
HML       0.004552
dtype: float64, 80682: const    -0.004331
vwretd    0.556612
SMB       0.003181
HML       0.003550
dtype: float64, 80683: const     0.001298
vwretd    1.091615
SMB       0.002536
HML       0.007494
dtype: float64, 80684: const     0.005096
vwretd    0.353545
SMB       0.003594
HML       0.006618
dtype: float64, 80685: const     0.018529
vwretd    0.069046
SMB       0.001413
HML       0.000927
dtype: float64, 80686: const    -0.012116
vwretd    1.561890
SMB       0.005379
HML      -0.008725
dtype: float64, 80687: const    -0.024570
vwretd    2.230163
SMB       0.011434
HML      -0.000009
dtype: float64, 80688: const     0.000089
vwretd    0.806604
SMB       0.002066
HML       0.005580
dtype: float64, 80689: const     -0.029430
vwretd    10.748639
SMB       -0.066034
HML       -0.019097
dtype: float64, 80690: const    -0.006169
vwretd    0.915526
SMB       0.006459
HML       0.008475
dtype: float64, 80691: const     0.003587
vwretd    0.765044
SMB       0.002597
HML       0.007168
dtype: float64, 80692: const    -0.001013
vwretd    0.140986
SMB       0.002238
HML       0.002477
dtype: float64, 80693: const     0.004871
vwretd    0.213451
SMB      -0.000216
HML       0.001182
dtype: float64, 80694: const    -0.017939
vwretd    1.512074
SMB       0.018521
HML       0.022848
dtype: float64, 80695: const     0.008871
vwretd    0.244630
SMB       0.002728
HML       0.005995
dtype: float64, 80696: const     0.049180
vwretd   -0.277132
SMB       0.013043
HML      -0.016160
dtype: float64, 80697: const    -0.000970
vwretd    0.579180
SMB       0.009041
HML       0.007275
dtype: float64, 80698: const     0.020778
vwretd   -0.216282
SMB       0.004355
HML      -0.002335
dtype: float64, 80699: const     0.007978
vwretd    0.845692
SMB       0.000306
HML       0.008990
dtype: float64, 80700: const    -0.172919
vwretd    4.216610
SMB      -0.002943
HML      -0.025087
dtype: float64, 80701: const     0.001446
vwretd    0.724716
SMB       0.006595
HML       0.006733
dtype: float64, 80702: const     0.128040
vwretd   -2.003354
SMB       0.008710
HML      -0.037365
dtype: float64, 80703: const    -0.033893
vwretd    1.574982
SMB       0.008864
HML      -0.001130
dtype: float64, 80704: const    -0.060831
vwretd    1.501893
SMB       0.003644
HML       0.039313
dtype: float64, 80705: const     0.016442
vwretd    0.254526
SMB       0.014730
HML       0.010033
dtype: float64, 80706: const    -0.003017
vwretd    0.349113
SMB       0.013812
HML       0.008551
dtype: float64, 80709: const    -0.003378
vwretd    0.758023
SMB       0.003348
HML       0.007183
dtype: float64, 80710: const     0.002272
vwretd    0.954107
SMB       0.003806
HML       0.014061
dtype: float64, 80711: const     0.002862
vwretd    0.998555
SMB       0.003010
HML       0.007881
dtype: float64, 80712: const    -0.008495
vwretd    0.751809
SMB       0.004365
HML       0.007585
dtype: float64, 80713: const    -0.022214
vwretd    0.872771
SMB       0.004892
HML       0.006959
dtype: float64, 80714: const    -0.007876
vwretd    1.233353
SMB       0.000706
HML       0.002995
dtype: float64, 80715: const    -0.047553
vwretd    0.769459
SMB       0.047193
HML       0.013323
dtype: float64, 80716: const     0.018779
vwretd   -0.267253
SMB      -0.000963
HML       0.003114
dtype: float64, 80717: const     0.000078
vwretd    0.760278
SMB      -0.002934
HML      -0.002380
dtype: float64, 80718: const    -0.023723
vwretd    0.809497
SMB       0.024018
HML      -0.002213
dtype: float64, 80719: const    -0.001461
vwretd    1.501329
SMB       0.009907
HML       0.012590
dtype: float64, 80720: const     0.002700
vwretd    0.098438
SMB       0.000635
HML       0.000357
dtype: float64, 80721: const    -0.017884
vwretd    1.978922
SMB       0.007613
HML       0.015509
dtype: float64, 80722: const    -0.116553
vwretd    3.557823
SMB       0.009302
HML       0.001324
dtype: float64, 80723: const     0.006502
vwretd    0.503372
SMB       0.004250
HML       0.006709
dtype: float64, 80724: const     0.012427
vwretd    0.369604
SMB      -0.000950
HML      -0.004418
dtype: float64, 80725: const    -0.002156
vwretd    0.987031
SMB       0.000787
HML      -0.001330
dtype: float64, 80726: const     0.018875
vwretd    0.476978
SMB       0.005132
HML       0.000271
dtype: float64, 80727: const     0.005979
vwretd    0.026123
SMB       0.000251
HML       0.002630
dtype: float64, 80728: const    -0.001546
vwretd    0.936895
SMB       0.000031
HML       0.001321
dtype: float64, 80729: const    -0.021096
vwretd    1.884833
SMB      -0.020567
HML      -0.004628
dtype: float64, 80730: const     0.011612
vwretd    0.346591
SMB       0.011999
HML       0.003845
dtype: float64, 80731: const    -0.003977
vwretd    0.432282
SMB       0.008403
HML      -0.006549
dtype: float64, 80732: const     0.035793
vwretd   -0.027055
SMB      -0.004905
HML      -0.005774
dtype: float64, 80733: const    -0.038231
vwretd    1.506885
SMB       0.012443
HML       0.016250
dtype: float64, 80734: const    -0.074739
vwretd    2.547219
SMB       0.056117
HML       0.018905
dtype: float64, 80735: const    -0.151385
vwretd    1.743402
SMB       0.069392
HML       0.030225
dtype: float64, 80736: const     0.015356
vwretd   -0.248074
SMB       0.011060
HML      -0.013309
dtype: float64, 80737: const     0.007449
vwretd    0.512848
SMB       0.004384
HML       0.007389
dtype: float64, 80738: const    -0.017995
vwretd    0.982884
SMB       0.003194
HML       0.016207
dtype: float64, 80739: const    -0.010190
vwretd    1.116030
SMB       0.016548
HML       0.016032
dtype: float64, 80740: const     0.026210
vwretd    0.506755
SMB       0.012367
HML      -0.001736
dtype: float64, 80741: const     0.027662
vwretd    0.888943
SMB       0.006921
HML       0.003398
dtype: float64, 80742: const     0.001285
vwretd    1.174559
SMB       0.018066
HML       0.006105
dtype: float64, 80743: const     0.131708
vwretd   -2.326827
SMB      -0.019270
HML      -0.071852
dtype: float64, 80744: const     0.006448
vwretd    0.030163
SMB      -0.014642
HML      -0.027794
dtype: float64, 80745: const    -0.170626
vwretd    5.268576
SMB       0.019405
HML       0.045662
dtype: float64, 80746: const    -0.134238
vwretd    2.722092
SMB       0.027871
HML       0.019350
dtype: float64, 80747: const    -0.011781
vwretd    1.991233
SMB       0.006766
HML       0.019318
dtype: float64, 80748: const     0.031318
vwretd   -0.298214
SMB       0.027284
HML       0.027922
dtype: float64, 80749: const    -0.007399
vwretd    1.187050
SMB      -0.004948
HML      -0.021700
dtype: float64, 80750: const     0.020362
vwretd    0.698279
SMB       0.017759
HML      -0.002604
dtype: float64, 80751: const    -0.040823
vwretd   -0.334119
SMB       0.029550
HML      -0.019687
dtype: float64, 80752: const     0.016096
vwretd    1.478752
SMB       0.001798
HML       0.003040
dtype: float64, 80753: const    -0.040906
vwretd    1.258402
SMB       0.005102
HML       0.001040
dtype: float64, 80754: const     0.091979
vwretd   -1.381516
SMB       0.025840
HML       0.034743
dtype: float64, 80755: const     0.021754
vwretd    0.358456
SMB       0.008136
HML      -0.000319
dtype: float64, 80756: const     0.012254
vwretd    0.838166
SMB       0.004349
HML       0.000016
dtype: float64, 80757: const     0.054862
vwretd   -0.367652
SMB       0.002543
HML      -0.000092
dtype: float64, 80758: const    -0.000245
vwretd    1.013799
SMB       0.008927
HML      -0.003039
dtype: float64, 80759: const     0.004134
vwretd    0.524697
SMB       0.005669
HML       0.006099
dtype: float64, 80761: const     0.024820
vwretd    0.519038
SMB       0.020421
HML      -0.003168
dtype: float64, 80762: const     0.003986
vwretd    0.899192
SMB       0.001118
HML       0.009120
dtype: float64, 80763: const     0.016083
vwretd    0.703087
SMB       0.035312
HML      -0.015375
dtype: float64, 80764: const     0.003010
vwretd    0.402158
SMB       0.004322
HML       0.002175
dtype: float64, 80765: const     0.022544
vwretd    0.880077
SMB       0.002799
HML       0.008728
dtype: float64, 80766: const    -0.129594
vwretd    0.474789
SMB      -0.011248
HML       0.001227
dtype: float64, 80767: const    -0.000624
vwretd    1.072647
SMB      -0.010221
HML      -0.015226
dtype: float64, 80768: const     0.005168
vwretd    0.381803
SMB       0.002976
HML       0.004085
dtype: float64, 80769: const    -0.102612
vwretd    0.384862
SMB       0.011547
HML      -0.013302
dtype: float64, 80770: const    -0.059632
vwretd    3.639516
SMB       0.008165
HML       0.025379
dtype: float64, 80771: const     0.048738
vwretd   -0.239358
SMB       0.001776
HML      -0.022188
dtype: float64, 80772: const     0.237606
vwretd   -6.755538
SMB       0.012439
HML       0.000633
dtype: float64, 80773: const    -0.038022
vwretd    1.471001
SMB       0.022474
HML       0.004939
dtype: float64, 80774: const     0.006161
vwretd    0.909828
SMB       0.006770
HML      -0.000063
dtype: float64, 80775: const     0.022509
vwretd    0.902968
SMB       0.009086
HML       0.007272
dtype: float64, 80776: const     0.005300
vwretd    0.264202
SMB       0.003467
HML       0.005338
dtype: float64, 80777: const    -0.007119
vwretd    0.548075
SMB       0.041018
HML      -0.013245
dtype: float64, 80778: const    -0.015733
vwretd    2.764038
SMB       0.005594
HML       0.016435
dtype: float64, 80779: const    -0.001803
vwretd    0.916394
SMB       0.002580
HML       0.007880
dtype: float64, 80780: const    -0.037304
vwretd    1.035723
SMB       0.005777
HML      -0.000981
dtype: float64, 80781: const     0.229722
vwretd   -6.337808
SMB      -0.002891
HML      -0.008103
dtype: float64, 80782: const     0.003687
vwretd    0.427034
SMB       0.008737
HML       0.007384
dtype: float64, 80783: const    -0.017530
vwretd    1.168190
SMB       0.001185
HML       0.011210
dtype: float64, 80784: const     0.000005
vwretd    1.135816
SMB       0.001537
HML       0.009658
dtype: float64, 80785: const    -0.008904
vwretd    0.613318
SMB       0.014577
HML      -0.002158
dtype: float64, 80786: const     0.020255
vwretd    0.294180
SMB       0.007238
HML       0.003501
dtype: float64, 80787: const    -0.005650
vwretd    1.046645
SMB       0.004510
HML       0.013862
dtype: float64, 80788: const    -0.034976
vwretd    0.258013
SMB       0.015187
HML       0.000684
dtype: float64, 80789: const     0.004060
vwretd    0.366823
SMB       0.003873
HML       0.001819
dtype: float64, 80790: const     0.008884
vwretd    0.290177
SMB       0.004870
HML       0.004872
dtype: float64, 80791: const     0.001892
vwretd    1.015175
SMB       0.008960
HML      -0.001851
dtype: float64, 80792: const    -0.015950
vwretd    0.514630
SMB       0.007979
HML       0.016949
dtype: float64, 80793: const    -0.006573
vwretd    1.804054
SMB      -0.008953
HML      -0.003018
dtype: float64, 80794: const     0.007721
vwretd    2.123001
SMB       0.021289
HML       0.012482
dtype: float64, 80795: const     0.006980
vwretd    0.697070
SMB       0.012888
HML      -0.002504
dtype: float64, 80796: const    -0.008117
vwretd    1.518613
SMB       0.015728
HML       0.018293
dtype: float64, 80797: const     0.009053
vwretd    1.364880
SMB       0.013577
HML       0.004373
dtype: float64, 80798: const     0.012774
vwretd    1.697026
SMB       0.005141
HML       0.008658
dtype: float64, 80799: const     0.043619
vwretd    0.436726
SMB       0.012015
HML       0.001686
dtype: float64, 80800: const     0.014304
vwretd    0.421675
SMB       0.001136
HML       0.003448
dtype: float64, 80801: const     0.066302
vwretd   -0.499116
SMB       0.003710
HML      -0.005723
dtype: float64, 80802: const    -0.002529
vwretd    1.336567
SMB       0.016339
HML       0.007482
dtype: float64, 80803: const    -0.018842
vwretd    0.937802
SMB       0.007697
HML      -0.026618
dtype: float64, 80804: const     0.012779
vwretd    1.455530
SMB       0.011009
HML       0.005259
dtype: float64, 80805: const     0.105918
vwretd   -2.872475
SMB       0.010471
HML       0.008929
dtype: float64, 80806: const    -0.113124
vwretd    1.530566
SMB       0.049234
HML       0.019297
dtype: float64, 80807: const    -0.095576
vwretd   -0.654588
SMB       0.067800
HML      -0.024226
dtype: float64, 80808: const     0.005997
vwretd    0.471281
SMB       0.004112
HML       0.008456
dtype: float64, 80809: const    -0.009391
vwretd   -0.647212
SMB      -0.006480
HML      -0.049297
dtype: float64, 80810: const     0.025421
vwretd   -0.678681
SMB       0.028992
HML       0.002437
dtype: float64, 80811: const     0.112570
vwretd   -5.396346
SMB       0.006759
HML      -0.034186
dtype: float64, 80812: const    -0.003196
vwretd    0.568503
SMB       0.013659
HML      -0.002976
dtype: float64, 80813: const     0.010996
vwretd    0.430326
SMB       0.011564
HML       0.008475
dtype: float64, 80814: const     0.015069
vwretd    0.980073
SMB       0.008009
HML      -0.008022
dtype: float64, 80815: const    -0.076659
vwretd    1.893539
SMB       0.004057
HML       0.008368
dtype: float64, 80816: const     0.006374
vwretd    0.390132
SMB       0.001787
HML       0.004037
dtype: float64, 80817: const     0.025514
vwretd    0.511319
SMB       0.003407
HML      -0.001706
dtype: float64, 80818: const     0.026705
vwretd    0.164844
SMB       0.000566
HML      -0.016911
dtype: float64, 80819: const     0.006861
vwretd    0.601598
SMB      -0.003878
HML       0.001305
dtype: float64, 80820: const     0.015905
vwretd    1.859143
SMB       0.001679
HML      -0.017128
dtype: float64, 80821: const     0.000074
vwretd    0.720701
SMB       0.002030
HML       0.009207
dtype: float64, 80822: const     0.013186
vwretd    0.807691
SMB       0.014207
HML      -0.003785
dtype: float64, 80823: const     0.011116
vwretd    1.007029
SMB       0.014137
HML      -0.018548
dtype: float64, 80824: const    -0.008058
vwretd    2.084141
SMB       0.011801
HML      -0.001718
dtype: float64, 80825: const     0.067226
vwretd   -2.930953
SMB       0.036270
HML      -0.017151
dtype: float64, 80826: const     0.013341
vwretd    0.308085
SMB       0.006014
HML       0.008604
dtype: float64, 80827: const     0.045715
vwretd   -0.010807
SMB      -0.006813
HML      -0.022441
dtype: float64, 80828: const     0.002753
vwretd    0.982054
SMB       0.007592
HML      -0.000983
dtype: float64, 80829: const    -0.039033
vwretd    1.378790
SMB       0.003732
HML       0.006437
dtype: float64, 80830: const     0.002370
vwretd    1.587588
SMB       0.009709
HML       0.016764
dtype: float64, 80831: const    -0.008030
vwretd    0.684903
SMB       0.013475
HML       0.012778
dtype: float64, 80832: const    -0.002928
vwretd   -0.974322
SMB       0.009104
HML       0.006792
dtype: float64, 80833: const    -0.027003
vwretd    1.919742
SMB       0.012953
HML       0.002661
dtype: float64, 80834: const     0.009781
vwretd    0.682634
SMB       0.002529
HML       0.014431
dtype: float64, 80835: const    -0.098053
vwretd    3.560746
SMB      -0.011405
HML      -0.014128
dtype: float64, 80836: const     0.039746
vwretd    1.004450
SMB      -0.004979
HML      -0.023711
dtype: float64, 80837: const    -0.004029
vwretd    0.483112
SMB       0.003309
HML       0.002226
dtype: float64, 80838: const     0.012556
vwretd    0.043221
SMB       0.001038
HML       0.003953
dtype: float64, 80839: const     0.007164
vwretd    2.077014
SMB       0.013709
HML       0.012520
dtype: float64, 80840: const    -0.003261
vwretd    0.772932
SMB       0.004476
HML      -0.009211
dtype: float64, 80841: const    -0.023069
vwretd    1.460745
SMB       0.006595
HML       0.007051
dtype: float64, 80842: const     -1.034869
vwretd    24.017953
SMB        0.258521
HML        0.067543
dtype: float64, 80843: const    -0.014793
vwretd    3.002613
SMB       0.008886
HML       0.007060
dtype: float64, 80844: const     0.016424
vwretd    0.482720
SMB       0.002681
HML       0.009832
dtype: float64, 80845: const     0.013742
vwretd    0.704453
SMB       0.025405
HML      -0.013103
dtype: float64, 80846: const    -0.045845
vwretd    2.128203
SMB       0.001204
HML       0.006708
dtype: float64, 80849: const    -0.094461
vwretd   -0.039000
SMB       0.025906
HML       0.015275
dtype: float64, 80850: const    -0.055958
vwretd    3.236128
SMB       0.001765
HML       0.004253
dtype: float64, 80851: const      0.700011
vwretd   -18.930006
SMB        0.130406
HML        0.076031
dtype: float64, 80852: const    -0.028183
vwretd    2.134437
SMB       0.005475
HML       0.020405
dtype: float64, 80853: const    -0.047248
vwretd    2.665966
SMB       0.002431
HML       0.009061
dtype: float64, 80854: const    -0.014285
vwretd    1.790995
SMB       0.000419
HML       0.001215
dtype: float64, 80855: const    -0.000628
vwretd    1.027396
SMB       0.007111
HML      -0.008040
dtype: float64, 80856: const     0.006965
vwretd    0.397720
SMB       0.004124
HML       0.006046
dtype: float64, 80857: const     0.009236
vwretd    0.368508
SMB       0.003426
HML       0.001356
dtype: float64, 80858: const    -0.003620
vwretd    1.477080
SMB       0.027733
HML      -0.019801
dtype: float64, 80859: const    -0.017456
vwretd    0.250720
SMB      -0.001337
HML      -0.013642
dtype: float64, 80861: const    -0.013985
vwretd    1.318186
SMB       0.007576
HML      -0.009327
dtype: float64, 80862: const    -0.010359
vwretd    1.125887
SMB       0.002930
HML       0.001813
dtype: float64, 80863: const     0.001359
vwretd    0.564854
SMB      -0.003315
HML      -0.004359
dtype: float64, 80864: const     0.008357
vwretd    1.065924
SMB       0.004410
HML       0.005794
dtype: float64, 80865: const     0.075618
vwretd   -2.070150
SMB       0.029667
HML       0.000006
dtype: float64, 80866: const     0.002525
vwretd    0.916226
SMB       0.002106
HML      -0.000448
dtype: float64, 80867: const    -0.008697
vwretd    1.147938
SMB       0.003289
HML       0.003116
dtype: float64, 80868: const     0.020860
vwretd    0.098459
SMB      -0.001338
HML      -0.002937
dtype: float64, 80873: const    -0.033360
vwretd    1.752504
SMB       0.015294
HML       0.023825
dtype: float64, 80881: const     0.002653
vwretd    0.958424
SMB       0.006978
HML       0.006791
dtype: float64, 80900: const    -0.040506
vwretd    1.697962
SMB       0.016525
HML       0.016073
dtype: float64, 80912: const    -0.010101
vwretd    1.167596
SMB       0.009778
HML       0.007014
dtype: float64, 80913: const     0.011132
vwretd    0.586820
SMB      -0.001716
HML       0.001924
dtype: float64, 80914: const    -0.037053
vwretd    2.358156
SMB       0.000675
HML      -0.008023
dtype: float64, 80915: const     0.001830
vwretd    0.578536
SMB       0.001797
HML       0.003157
dtype: float64, 80916: const    -0.015674
vwretd    0.029426
SMB      -0.001568
HML      -0.002059
dtype: float64, 80917: const     0.211876
vwretd   -6.015706
SMB       0.042376
HML       0.055148
dtype: float64, 80918: const     0.034073
vwretd    1.071989
SMB       0.034320
HML      -0.015438
dtype: float64, 80919: const    -0.021728
vwretd    0.986010
SMB       0.009537
HML       0.013995
dtype: float64, 80920: const     0.042913
vwretd    0.201960
SMB       0.016608
HML       0.037243
dtype: float64, 80921: const     0.023590
vwretd    1.759716
SMB       0.010627
HML      -0.013704
dtype: float64, 80922: const    -0.069865
vwretd    2.700157
SMB       0.002500
HML       0.007377
dtype: float64, 80923: const     0.002213
vwretd    1.110180
SMB       0.004546
HML       0.014835
dtype: float64, 80924: const     0.007247
vwretd    2.019789
SMB       0.009227
HML      -0.001728
dtype: float64, 80925: const     0.013993
vwretd    0.476865
SMB       0.018770
HML      -0.010395
dtype: float64, 80926: const    -0.000301
vwretd    1.851274
SMB       0.016275
HML       0.017051
dtype: float64, 80927: const    -0.010172
vwretd    0.795044
SMB       0.004221
HML       0.005834
dtype: float64, 80928: const     0.009810
vwretd    0.976974
SMB       0.010766
HML       0.002530
dtype: float64, 80929: const     0.007451
vwretd    1.495652
SMB       0.024733
HML       0.013461
dtype: float64, 80930: const    -0.062918
vwretd   -2.015872
SMB       0.062072
HML       0.047498
dtype: float64, 80931: const    -0.095365
vwretd    4.719375
SMB       0.052488
HML       0.030000
dtype: float64, 80932: const     0.002181
vwretd    0.739205
SMB       0.010502
HML       0.007813
dtype: float64, 80933: const     0.019762
vwretd    0.703500
SMB       0.015893
HML       0.008548
dtype: float64, 80934: const     0.025572
vwretd   -0.292758
SMB      -0.020645
HML      -0.037566
dtype: float64, 80935: const    -0.003410
vwretd    1.544702
SMB       0.012004
HML      -0.004199
dtype: float64, 80936: const     0.037007
vwretd   -0.034695
SMB       0.011881
HML      -0.012103
dtype: float64, 80937: const     0.003989
vwretd    1.271519
SMB       0.007894
HML       0.011710
dtype: float64, 80938: const    -0.146376
vwretd    2.839751
SMB       0.034336
HML       0.048278
dtype: float64, 80939: const    -0.035361
vwretd   -0.942361
SMB       0.001662
HML      -0.008970
dtype: float64, 80940: const    -0.023759
vwretd   -0.233422
SMB       0.034129
HML       0.006250
dtype: float64, 80941: const     0.024163
vwretd    0.123243
SMB       0.004913
HML       0.002710
dtype: float64, 80942: const     0.005744
vwretd    1.206322
SMB       0.010985
HML       0.005775
dtype: float64, 80943: const    -0.001584
vwretd    2.448149
SMB       0.019948
HML       0.002746
dtype: float64, 80944: const    -0.003847
vwretd    1.024820
SMB       0.005525
HML       0.011842
dtype: float64, 80945: const     0.008932
vwretd    0.000410
SMB       0.017741
HML      -0.002679
dtype: float64, 80946: const     0.009571
vwretd    0.125999
SMB       0.013063
HML      -0.013900
dtype: float64, 80947: const    -0.025527
vwretd    1.158366
SMB       0.021345
HML      -0.007266
dtype: float64, 80948: const     0.006690
vwretd    0.178322
SMB       0.003779
HML       0.003435
dtype: float64, 80949: const    -0.013541
vwretd    0.229575
SMB       0.023964
HML       0.019848
dtype: float64, 80950: const    -0.054308
vwretd    1.684735
SMB       0.032615
HML       0.024006
dtype: float64, 80951: const    -7.432565e-07
vwretd    9.526061e-01
SMB       7.232106e-03
HML       1.975862e-03
dtype: float64, 80952: const    -0.000490
vwretd    0.571113
SMB       0.011315
HML       0.005743
dtype: float64, 80953: const     0.011792
vwretd    1.163932
SMB       0.012656
HML       0.012047
dtype: float64, 80954: const    -0.090579
vwretd    0.748455
SMB       0.012859
HML       0.003016
dtype: float64, 80955: const     0.001039
vwretd    0.622869
SMB       0.002922
HML       0.003150
dtype: float64, 80957: const     0.009634
vwretd    1.598998
SMB       0.013022
HML      -0.005344
dtype: float64, 80958: const     0.001488
vwretd    0.689714
SMB      -0.003851
HML       0.004856
dtype: float64, 80959: const     0.022662
vwretd   -0.348129
SMB      -0.004182
HML      -0.007640
dtype: float64, 80960: const     0.004401
vwretd    0.599375
SMB       0.008440
HML       0.002419
dtype: float64, 80961: const     0.014753
vwretd    2.685935
SMB       0.003593
HML      -0.000643
dtype: float64, 80962: const    -0.010186
vwretd    1.642846
SMB       0.010758
HML       0.007612
dtype: float64, 80963: const     0.027217
vwretd    1.497941
SMB       0.007105
HML      -0.009058
dtype: float64, 80964: const     0.011333
vwretd    0.413467
SMB       0.003781
HML       0.004435
dtype: float64, 80965: const    -0.017097
vwretd    0.285288
SMB       0.010355
HML      -0.013589
dtype: float64, 80966: const    -0.005745
vwretd    0.588086
SMB       0.003081
HML       0.001428
dtype: float64, 80967: const    -0.066152
vwretd    3.652928
SMB       0.012688
HML       0.032980
dtype: float64, 80968: const     0.133485
vwretd   -2.588733
SMB       0.028481
HML      -0.000548
dtype: float64, 80969: const     0.001830
vwretd    1.310098
SMB       0.004564
HML       0.003853
dtype: float64, 80970: const     0.036998
vwretd    0.397114
SMB      -0.004666
HML      -0.017438
dtype: float64, 80971: const    -0.006507
vwretd    0.545843
SMB       0.009226
HML       0.009486
dtype: float64, 80972: const     0.019459
vwretd    0.384736
SMB       0.005883
HML       0.005207
dtype: float64, 80973: const     0.002039
vwretd    0.231713
SMB       0.004609
HML       0.001835
dtype: float64, 80974: const     0.023527
vwretd    0.806617
SMB       0.001671
HML      -0.001133
dtype: float64, 80975: const    -0.010387
vwretd    1.652328
SMB       0.005074
HML      -0.030498
dtype: float64, 80976: const     0.012453
vwretd    2.240225
SMB      -0.007824
HML      -0.030942
dtype: float64, 80977: const     0.022749
vwretd    0.219334
SMB       0.000553
HML      -0.004241
dtype: float64, 80978: const    -0.007943
vwretd    1.698564
SMB       0.002694
HML       0.012996
dtype: float64, 80979: const     0.008030
vwretd    0.388552
SMB       0.003708
HML       0.005625
dtype: float64, 80980: const    -0.013228
vwretd    1.133399
SMB       0.013213
HML       0.015144
dtype: float64, 80981: const     0.077169
vwretd   -0.547908
SMB       0.025612
HML       0.022429
dtype: float64, 80982: const    -0.071679
vwretd    3.118399
SMB       0.049020
HML       0.019730
dtype: float64, 80983: const     0.013413
vwretd    0.260648
SMB      -0.001325
HML      -0.001983
dtype: float64, 80984: const    -0.087022
vwretd    2.284153
SMB       0.030118
HML       0.021631
dtype: float64, 80985: const    -0.011149
vwretd    1.168897
SMB       0.005783
HML       0.014989
dtype: float64, 80987: const     0.008860
vwretd    0.724502
SMB       0.004960
HML       0.003938
dtype: float64, 80988: const     0.050838
vwretd   -0.000757
SMB      -0.015099
HML      -0.002437
dtype: float64, 80989: const    -0.008873
vwretd    1.492744
SMB       0.006617
HML       0.020711
dtype: float64, 80990: const     0.004091
vwretd    0.847415
SMB       0.006458
HML       0.006841
dtype: float64, 80991: const    -0.048245
vwretd   -0.424712
SMB       0.022216
HML      -0.005045
dtype: float64, 80992: const    -0.000463
vwretd    0.662211
SMB       0.002123
HML       0.004192
dtype: float64, 80993: const    -0.000974
vwretd    0.816738
SMB       0.004142
HML      -0.002692
dtype: float64, 80994: const    -0.110871
vwretd    0.554784
SMB       0.013194
HML       0.020466
dtype: float64, 80995: const     0.021560
vwretd   -0.556289
SMB       0.002824
HML      -0.028384
dtype: float64, 80996: const     0.011812
vwretd    2.114030
SMB      -0.005939
HML       0.001840
dtype: float64, 80997: const    -0.002089
vwretd    2.395634
SMB       0.025935
HML      -0.003931
dtype: float64, 80999: const     0.016087
vwretd    0.281304
SMB       0.000952
HML       0.003690
dtype: float64, 81001: const     0.006995
vwretd    1.367198
SMB       0.002047
HML      -0.008550
dtype: float64, 81002: const     0.017474
vwretd    0.590069
SMB       0.021034
HML      -0.006669
dtype: float64, 81003: const     0.057222
vwretd    0.774155
SMB       0.007237
HML      -0.025064
dtype: float64, 81004: const    -0.018303
vwretd    0.717444
SMB       0.007352
HML       0.006002
dtype: float64, 81005: const     0.016628
vwretd    1.129546
SMB       0.010355
HML       0.017191
dtype: float64, 81006: const    -0.089520
vwretd    2.590211
SMB      -0.016254
HML      -0.040411
dtype: float64, 81007: const     0.023832
vwretd    1.782548
SMB       0.011348
HML      -0.014300
dtype: float64, 81008: const     0.022653
vwretd    0.958725
SMB       0.000365
HML      -0.026863
dtype: float64, 81009: const     0.018241
vwretd    1.358847
SMB       0.014966
HML       0.011561
dtype: float64, 81010: const     0.008584
vwretd    1.248434
SMB       0.011979
HML      -0.004793
dtype: float64, 81011: const    -0.018514
vwretd    0.199611
SMB       0.000872
HML      -0.002927
dtype: float64, 81012: const     0.032399
vwretd    1.248109
SMB       0.014980
HML      -0.003567
dtype: float64, 81013: const    -0.002272
vwretd    1.441544
SMB       0.012617
HML      -0.004098
dtype: float64, 81014: const     0.077413
vwretd   -2.035537
SMB       0.032332
HML      -0.003000
dtype: float64, 81015: const    -0.015361
vwretd    1.171490
SMB       0.009930
HML      -0.003674
dtype: float64, 81016: const    -0.046232
vwretd    1.738649
SMB       0.019207
HML      -0.000330
dtype: float64, 81017: const    -0.075892
vwretd    3.649455
SMB      -0.034796
HML      -0.035710
dtype: float64, 81018: const    -0.046077
vwretd    2.302667
SMB       0.013096
HML      -0.001944
dtype: float64, 81019: const     0.009014
vwretd    0.402129
SMB       0.002208
HML       0.004461
dtype: float64, 81020: const     0.003213
vwretd    0.483205
SMB       0.005335
HML       0.007449
dtype: float64, 81021: const    -0.024550
vwretd    1.579946
SMB       0.007001
HML       0.002271
dtype: float64, 81022: const     0.000006
vwretd    1.143329
SMB      -0.000910
HML      -0.000866
dtype: float64, 81023: const    -0.018237
vwretd   -0.055977
SMB       0.007691
HML       0.002630
dtype: float64, 81024: const    -0.084211
vwretd    1.900548
SMB       0.006958
HML       0.003134
dtype: float64, 81025: const    -0.023752
vwretd    3.199756
SMB       0.034480
HML       0.035757
dtype: float64, 81027: const     0.026014
vwretd    0.862773
SMB       0.003610
HML       0.010506
dtype: float64, 81028: const     0.015221
vwretd    2.024719
SMB       0.002913
HML       0.004282
dtype: float64, 81029: const     0.015493
vwretd    1.524574
SMB       0.003283
HML       0.007880
dtype: float64, 81030: const     0.003094
vwretd    0.688708
SMB       0.000173
HML      -0.000645
dtype: float64, 81031: const    -0.021326
vwretd    0.675032
SMB       0.005508
HML       0.008209
dtype: float64, 81032: const     0.007257
vwretd    1.911152
SMB       0.000212
HML      -0.020033
dtype: float64, 81033: const    -0.008944
vwretd    0.873115
SMB      -0.001482
HML      -0.012189
dtype: float64, 81034: const     0.000810
vwretd    0.810694
SMB       0.001067
HML      -0.002877
dtype: float64, 81035: const    -0.002108
vwretd    1.318059
SMB       0.002332
HML       0.001217
dtype: float64, 81036: const     0.007850
vwretd   -0.059541
SMB      -0.000100
HML       0.000102
dtype: float64, 81037: const    -0.136907
vwretd    3.834034
SMB       0.012712
HML      -0.003000
dtype: float64, 81038: const     0.005983
vwretd    0.723715
SMB      -0.001149
HML       0.002461
dtype: float64, 81039: const    -0.020570
vwretd    0.918078
SMB       0.000571
HML       0.019236
dtype: float64, 81040: const    -0.005169
vwretd    1.074465
SMB      -0.000163
HML       0.000385
dtype: float64, 81041: const    -0.041861
vwretd    1.636616
SMB       0.004131
HML       0.003856
dtype: float64, 81042: const    -0.001109
vwretd    1.199839
SMB       0.004450
HML       0.005331
dtype: float64, 81043: const     0.001043
vwretd    0.890112
SMB      -0.003164
HML      -0.001578
dtype: float64, 81044: const    -0.001669
vwretd    1.304452
SMB       0.001479
HML       0.003135
dtype: float64, 81045: const     0.008235
vwretd    0.452903
SMB       0.001980
HML       0.003394
dtype: float64, 81046: const     0.002971
vwretd    0.703303
SMB       0.000382
HML      -0.000890
dtype: float64, 81047: const     0.081783
vwretd   -0.988283
SMB      -0.002723
HML      -0.006830
dtype: float64, 81048: const    -0.009370
vwretd    0.430926
SMB       0.004298
HML       0.003895
dtype: float64, 81049: const     0.004995
vwretd    0.726636
SMB      -0.002356
HML      -0.000107
dtype: float64, 81050: const     0.008294
vwretd    0.698087
SMB       0.001696
HML       0.000699
dtype: float64, 81051: const    -0.013841
vwretd    0.534253
SMB       0.013666
HML      -0.004079
dtype: float64, 81052: const    -0.029385
vwretd   -0.153269
SMB       0.009572
HML      -0.021798
dtype: float64, 81053: const    -0.030962
vwretd    0.914410
SMB       0.003453
HML       0.005697
dtype: float64, 81054: const    -0.002040
vwretd    0.738979
SMB       0.002850
HML       0.004895
dtype: float64, 81055: const     0.000600
vwretd    1.556259
SMB      -0.000723
HML       0.012633
dtype: float64, 81056: const    -0.005473
vwretd    0.929102
SMB       0.011970
HML       0.015157
dtype: float64, 81057: const    -0.001688
vwretd    0.709071
SMB       0.010599
HML       0.031467
dtype: float64, 81058: const     0.007532
vwretd    0.386371
SMB      -0.002313
HML      -0.000825
dtype: float64, 81059: const     0.042371
vwretd   -0.182414
SMB       0.013359
HML       0.002030
dtype: float64, 81060: const    -0.005147
vwretd    0.816423
SMB       0.009976
HML       0.008478
dtype: float64, 81061: const     0.007532
vwretd    0.619899
SMB       0.000102
HML       0.002183
dtype: float64, 81062: const    -0.001222
vwretd    1.030031
SMB      -0.000677
HML      -0.001302
dtype: float64, 81063: const    -0.011528
vwretd    1.525355
SMB       0.012834
HML       0.009433
dtype: float64, 81064: const     0.009233
vwretd    1.232079
SMB       0.008157
HML       0.008793
dtype: float64, 81065: const     0.002752
vwretd    0.416882
SMB       0.004536
HML       0.008857
dtype: float64, 81066: const     0.029711
vwretd    1.525549
SMB       0.031993
HML      -0.011255
dtype: float64, 81067: const     0.006282
vwretd    0.917020
SMB      -0.000552
HML       0.001932
dtype: float64, 81068: const    -0.062456
vwretd    2.344432
SMB      -0.030415
HML      -0.004289
dtype: float64, 81069: const     0.033423
vwretd   -0.724364
SMB       0.005374
HML      -0.000849
dtype: float64, 81070: const     0.074681
vwretd   -4.466486
SMB      -0.004184
HML      -0.058846
dtype: float64, 81071: const     0.007465
vwretd    0.652177
SMB       0.001759
HML       0.007937
dtype: float64, 81072: const    -0.026566
vwretd    0.929022
SMB       0.009266
HML       0.004125
dtype: float64, 81073: const     0.011193
vwretd    0.835391
SMB       0.002887
HML       0.004365
dtype: float64, 81074: const    -0.031868
vwretd    0.651144
SMB       0.006100
HML       0.004640
dtype: float64, 81075: const    -0.004045
vwretd    1.041773
SMB       0.015182
HML       0.000076
dtype: float64, 81076: const    -0.009789
vwretd    0.533853
SMB       0.008646
HML       0.017181
dtype: float64, 81077: const     0.040754
vwretd    1.592810
SMB      -0.001089
HML      -0.029436
dtype: float64, 81078: const     0.009708
vwretd    0.611695
SMB       0.002322
HML       0.001139
dtype: float64, 81079: const    -0.021484
vwretd    1.905123
SMB       0.016803
HML       0.010569
dtype: float64, 81081: const    -0.015534
vwretd    0.653471
SMB       0.013106
HML       0.008590
dtype: float64, 81082: const    -0.008198
vwretd    0.702376
SMB       0.008690
HML       0.017683
dtype: float64, 81083: const    -0.030225
vwretd    0.227399
SMB       0.006609
HML      -0.006682
dtype: float64, 81084: const     0.009163
vwretd    0.989982
SMB      -0.003671
HML       0.005636
dtype: float64, 81085: const    -0.020814
vwretd    1.552101
SMB       0.011012
HML      -0.007005
dtype: float64, 81086: const    -0.004810
vwretd    1.452593
SMB      -0.000252
HML       0.002225
dtype: float64, 81087: const    -0.008028
vwretd    1.264944
SMB       0.004111
HML       0.009104
dtype: float64, 81088: const     0.078468
vwretd   -0.308348
SMB       0.042426
HML      -0.005525
dtype: float64, 81089: const     0.015470
vwretd    0.285139
SMB       0.010630
HML       0.005839
dtype: float64, 81090: const     0.020291
vwretd    0.668125
SMB      -0.002698
HML       0.008106
dtype: float64, 81091: const    -0.061519
vwretd    0.763863
SMB       0.020275
HML       0.008538
dtype: float64, 81092: const    -0.005479
vwretd    0.505918
SMB      -0.000526
HML      -0.004474
dtype: float64, 81093: const     0.016611
vwretd    0.753715
SMB       0.005592
HML      -0.004942
dtype: float64, 81094: const     0.008050
vwretd    1.310123
SMB       0.002499
HML       0.007097
dtype: float64, 81095: const     0.005011
vwretd    0.525155
SMB       0.005369
HML       0.007867
dtype: float64, 81096: const    -0.011784
vwretd   -0.142029
SMB       0.041976
HML       0.004992
dtype: float64, 81097: const    -0.009850
vwretd    1.955478
SMB       0.008298
HML       0.008751
dtype: float64, 81098: const     0.012222
vwretd    1.326509
SMB       0.004831
HML      -0.007138
dtype: float64, 81099: const     0.008832
vwretd    1.322004
SMB       0.013898
HML      -0.017218
dtype: float64, 81100: const     0.007301
vwretd    0.106249
SMB      -0.002256
HML      -0.012094
dtype: float64, 81101: const    -0.081500
vwretd    2.932710
SMB      -0.021389
HML      -0.001551
dtype: float64, 81102: const     0.010912
vwretd    0.783351
SMB       0.022057
HML      -0.013070
dtype: float64, 81103: const     0.007468
vwretd    1.189020
SMB       0.006317
HML       0.012965
dtype: float64, 81104: const     0.022066
vwretd    0.307073
SMB       0.005049
HML       0.003840
dtype: float64, 81105: const     0.022830
vwretd   -0.095804
SMB       0.000944
HML       0.001574
dtype: float64, 81106: const    -0.000731
vwretd    0.992820
SMB       0.019832
HML      -0.019700
dtype: float64, 81107: const    -0.002894
vwretd   -3.849250
SMB      -0.016058
HML      -0.091678
dtype: float64, 81108: const    -0.001218
vwretd    0.967354
SMB      -0.008409
HML      -0.026574
dtype: float64, 81109: const    -0.005369
vwretd    1.011835
SMB       0.002179
HML      -0.006776
dtype: float64, 81110: const    -0.004914
vwretd    0.603577
SMB       0.003195
HML       0.006374
dtype: float64, 81111: const    -0.006478
vwretd   -0.428253
SMB       0.000655
HML      -0.005851
dtype: float64, 81112: const     0.035477
vwretd    0.497170
SMB       0.019961
HML      -0.005353
dtype: float64, 81113: const    -0.004083
vwretd    0.396572
SMB       0.005623
HML       0.005224
dtype: float64, 81114: const    -0.025427
vwretd    1.634295
SMB      -0.004707
HML      -0.013693
dtype: float64, 81115: const    -0.136712
vwretd    0.116852
SMB       0.065206
HML      -0.019527
dtype: float64, 81116: const    -0.002280
vwretd    1.791367
SMB       0.014905
HML       0.000801
dtype: float64, 81117: const    -0.078225
vwretd    3.746013
SMB       0.037616
HML       0.020189
dtype: float64, 81118: const    -0.135532
vwretd    3.411773
SMB       0.025974
HML       0.048160
dtype: float64, 81119: const    -0.032047
vwretd    1.324477
SMB       0.002937
HML       0.009272
dtype: float64, 81120: const     0.010015
vwretd    0.825990
SMB       0.000839
HML       0.003237
dtype: float64, 81121: const     0.006421
vwretd    0.599882
SMB       0.002968
HML      -0.003241
dtype: float64, 81122: const     0.074880
vwretd   -1.689302
SMB      -0.003578
HML      -0.047565
dtype: float64, 81123: const    -0.030811
vwretd    0.957734
SMB       0.000730
HML       0.008425
dtype: float64, 81124: const     0.004488
vwretd    0.751192
SMB       0.006556
HML       0.001009
dtype: float64, 81125: const     0.003914
vwretd    1.987354
SMB       0.012112
HML       0.005197
dtype: float64, 81126: const     0.020049
vwretd    0.631480
SMB       0.001221
HML      -0.002192
dtype: float64, 81127: const    -0.003813
vwretd    1.170812
SMB       0.002230
HML       0.003747
dtype: float64, 81128: const     0.003647
vwretd    0.521979
SMB       0.005355
HML       0.001500
dtype: float64, 81131: const     0.034035
vwretd    0.712426
SMB       0.020173
HML      -0.000818
dtype: float64, 81132: const     0.000362
vwretd    1.630954
SMB       0.004552
HML      -0.001877
dtype: float64, 81133: const     0.001393
vwretd    1.130239
SMB       0.000424
HML      -0.003313
dtype: float64, 81134: const     0.007963
vwretd    1.075896
SMB       0.014659
HML       0.005091
dtype: float64, 81135: const     0.044960
vwretd    0.759106
SMB       0.018642
HML      -0.005832
dtype: float64, 81136: const     0.038950
vwretd    0.936690
SMB       0.017242
HML      -0.005094
dtype: float64, 81137: const     0.016882
vwretd    1.994796
SMB       0.019879
HML      -0.000881
dtype: float64, 81138: const     0.008961
vwretd    0.386680
SMB       0.002333
HML       0.003942
dtype: float64, 81139: const     0.012822
vwretd    0.950470
SMB       0.016843
HML       0.001165
dtype: float64, 81140: const     0.014631
vwretd    1.866450
SMB       0.017993
HML      -0.003157
dtype: float64, 81141: const     0.012477
vwretd    1.329952
SMB       0.006476
HML       0.005421
dtype: float64, 81142: const     0.008504
vwretd    0.863705
SMB       0.010362
HML      -0.003173
dtype: float64, 81143: const    -0.045923
vwretd    1.070231
SMB       0.012916
HML      -0.002520
dtype: float64, 81144: const     0.159315
vwretd   -4.783049
SMB       0.070244
HML      -0.002248
dtype: float64, 81145: const    -0.012847
vwretd    1.330977
SMB       0.009089
HML       0.009037
dtype: float64, 81146: const     0.009615
vwretd    0.245607
SMB       0.007444
HML       0.003880
dtype: float64, 81147: const     0.023354
vwretd    1.125860
SMB       0.013279
HML      -0.003727
dtype: float64, 81148: const    -0.003074
vwretd    1.141156
SMB       0.003796
HML       0.013719
dtype: float64, 81149: const     0.030843
vwretd    0.169616
SMB      -0.002479
HML      -0.006097
dtype: float64, 81150: const    -0.046659
vwretd   -0.062958
SMB       0.013370
HML       0.004508
dtype: float64, 81151: const    -0.007799
vwretd    1.173466
SMB       0.012788
HML       0.010970
dtype: float64, 81152: const     0.012565
vwretd    1.049872
SMB       0.009851
HML       0.002417
dtype: float64, 81153: const     0.005669
vwretd    1.206202
SMB       0.022709
HML       0.018671
dtype: float64, 81154: const     0.016424
vwretd    1.306756
SMB       0.025025
HML      -0.006301
dtype: float64, 81155: const    -0.011722
vwretd    0.690742
SMB       0.012813
HML       0.002679
dtype: float64, 81156: const     0.009997
vwretd    0.610564
SMB      -0.000838
HML      -0.004267
dtype: float64, 81157: const    -0.030077
vwretd    0.915089
SMB       0.027271
HML       0.008862
dtype: float64, 81158: const     0.051054
vwretd   -3.083996
SMB      -0.022101
HML      -0.047602
dtype: float64, 81159: const     0.018198
vwretd    0.245407
SMB      -0.000604
HML       0.003293
dtype: float64, 81160: const    -0.047607
vwretd   -0.000285
SMB       0.003097
HML      -0.018682
dtype: float64, 81161: const     0.020309
vwretd    0.069210
SMB      -0.005880
HML      -0.009608
dtype: float64, 81162: const     0.006720
vwretd    1.598282
SMB       0.009693
HML      -0.010413
dtype: float64, 81164: const     0.056376
vwretd    0.328731
SMB       0.013752
HML      -0.022252
dtype: float64, 81165: const    -0.005296
vwretd    1.337617
SMB       0.008322
HML       0.003564
dtype: float64, 81166: const     0.105039
vwretd   -2.200998
SMB       0.009091
HML      -0.021541
dtype: float64, 81167: const    -0.011466
vwretd    0.397841
SMB       0.004659
HML       0.011379
dtype: float64, 81169: const     0.055173
vwretd    0.081150
SMB      -0.006942
HML      -0.043435
dtype: float64, 81170: const    -0.013778
vwretd   -1.880441
SMB      -0.015500
HML      -0.055501
dtype: float64, 81171: const     0.020596
vwretd    0.615593
SMB       0.025687
HML       0.004664
dtype: float64, 81172: const    -0.018805
vwretd    1.529018
SMB       0.008471
HML       0.009248
dtype: float64, 81173: const    -0.003016
vwretd    1.999600
SMB       0.006764
HML       0.006489
dtype: float64, 81174: const     0.009905
vwretd    0.331198
SMB       0.009190
HML       0.000140
dtype: float64, 81175: const     0.000862
vwretd    0.698725
SMB       0.005552
HML       0.007282
dtype: float64, 81176: const    -0.030475
vwretd    1.121266
SMB       0.002089
HML      -0.006339
dtype: float64, 81177: const     0.053365
vwretd    2.258257
SMB       0.015761
HML       0.000113
dtype: float64, 81178: const     0.020052
vwretd    2.091842
SMB       0.006545
HML      -0.010229
dtype: float64, 81179: const     0.005947
vwretd    0.847500
SMB       0.000252
HML       0.008945
dtype: float64, 81180: const     0.017516
vwretd    0.388039
SMB       0.007819
HML       0.008261
dtype: float64, 81181: const     0.012689
vwretd    0.515295
SMB       0.034565
HML      -0.004376
dtype: float64, 81182: const     0.011972
vwretd    0.268613
SMB       0.002587
HML      -0.000041
dtype: float64, 81183: const     0.005809
vwretd    0.980099
SMB       0.031834
HML      -0.002703
dtype: float64, 81184: const    -0.003884
vwretd    1.268923
SMB       0.009381
HML       0.009135
dtype: float64, 81185: const    -0.017855
vwretd    1.296356
SMB       0.005142
HML      -0.004690
dtype: float64, 81186: const    -0.021243
vwretd    0.874759
SMB       0.012856
HML      -0.008491
dtype: float64, 81187: const     0.060447
vwretd   -1.265832
SMB      -0.051384
HML       0.035776
dtype: float64, 81188: const     0.010924
vwretd    0.644305
SMB      -0.002947
HML      -0.002326
dtype: float64, 81189: const    -0.007195
vwretd    0.920139
SMB       0.005878
HML      -0.015980
dtype: float64, 81190: const     0.000490
vwretd    1.447033
SMB       0.012530
HML       0.006544
dtype: float64, 81191: const     0.002691
vwretd    0.678678
SMB       0.000483
HML       0.009611
dtype: float64, 81192: const     0.007115
vwretd    0.176750
SMB       0.005631
HML       0.010532
dtype: float64, 81193: const     0.006750
vwretd    1.135203
SMB      -0.006516
HML       0.014373
dtype: float64, 81194: const     0.030204
vwretd    0.730599
SMB       0.023858
HML       0.000733
dtype: float64, 81195: const     0.001346
vwretd    1.316458
SMB       0.002982
HML       0.002048
dtype: float64, 81196: const     0.015916
vwretd    1.782072
SMB       0.017003
HML      -0.013143
dtype: float64, 81197: const    -0.838274
vwretd    5.856414
SMB      -0.165219
HML       0.293176
dtype: float64, 81198: const     0.015195
vwretd    1.261335
SMB       0.013063
HML       0.003036
dtype: float64, 81199: const     0.075000
vwretd    0.599527
SMB      -0.010069
HML      -0.057829
dtype: float64, 81200: const     0.010301
vwretd    0.260225
SMB       0.000096
HML       0.000788
dtype: float64, 81201: const    -0.002466
vwretd    1.290764
SMB       0.002931
HML       0.002364
dtype: float64, 81202: const    -0.009513
vwretd    0.292676
SMB       0.015276
HML       0.006276
dtype: float64, 81203: const    -0.006424
vwretd    0.700676
SMB       0.005183
HML       0.012872
dtype: float64, 81204: const     0.009772
vwretd    1.083259
SMB       0.003476
HML       0.017312
dtype: float64, 81205: const    -0.031183
vwretd   -1.082463
SMB      -0.012069
HML      -0.039299
dtype: float64, 81206: const     0.002809
vwretd    0.363337
SMB       0.003310
HML       0.005641
dtype: float64, 81207: const     0.015864
vwretd    1.487372
SMB       0.007200
HML       0.013116
dtype: float64, 81208: const     0.008173
vwretd    1.179013
SMB       0.002933
HML       0.005969
dtype: float64, 81209: const    -0.050362
vwretd    1.224990
SMB       0.003619
HML       0.015794
dtype: float64, 81210: const     0.009137
vwretd    0.266865
SMB      -0.001908
HML       0.003334
dtype: float64, 81211: const     0.001653
vwretd    0.328477
SMB       0.000565
HML      -0.001648
dtype: float64, 81212: const     0.028738
vwretd    1.425692
SMB       0.010929
HML      -0.029330
dtype: float64, 81213: const     0.013845
vwretd    0.629690
SMB       0.005890
HML       0.002088
dtype: float64, 81214: const    -0.001888
vwretd    0.930127
SMB       0.015686
HML       0.012277
dtype: float64, 81215: const    -0.063246
vwretd    1.232778
SMB       0.007923
HML       0.009169
dtype: float64, 81216: const    -0.033775
vwretd   -0.218083
SMB      -0.007447
HML       0.000262
dtype: float64, 81217: const    -0.015006
vwretd    1.147355
SMB       0.046393
HML      -0.002307
dtype: float64, 81218: const    -0.004807
vwretd    0.390270
SMB       0.021372
HML      -0.001992
dtype: float64, 81219: const    -0.014530
vwretd    1.788277
SMB       0.012564
HML       0.002976
dtype: float64, 81220: const     0.005899
vwretd    1.796514
SMB       0.009906
HML       0.004700
dtype: float64, 81221: const     0.039774
vwretd    0.324569
SMB       0.006736
HML      -0.023148
dtype: float64, 81222: const     0.004419
vwretd    0.936719
SMB       0.006214
HML       0.006761
dtype: float64, 81223: const    -0.010039
vwretd    0.269084
SMB      -0.008362
HML       0.002216
dtype: float64, 81224: const    -0.003743
vwretd    0.269496
SMB       0.004579
HML       0.001916
dtype: float64, 81225: const    -0.003041
vwretd    0.566048
SMB       0.007138
HML      -0.001109
dtype: float64, 81226: const    -0.023960
vwretd    0.935934
SMB       0.021610
HML       0.015810
dtype: float64, 81227: const    -0.004436
vwretd    0.544605
SMB       0.005784
HML       0.008136
dtype: float64, 81228: const     0.010011
vwretd   -1.234370
SMB      -0.015368
HML       0.004418
dtype: float64, 81229: const     0.037014
vwretd   -0.010568
SMB      -0.003276
HML      -0.009027
dtype: float64, 81230: const     0.030577
vwretd   -1.480338
SMB      -0.002885
HML      -0.055818
dtype: float64, 81231: const     0.014981
vwretd   -0.065146
SMB      -0.001115
HML      -0.000384
dtype: float64, 81232: const     0.021040
vwretd   -0.658469
SMB       0.000975
HML      -0.010365
dtype: float64, 81233: const    -0.006791
vwretd    0.240656
SMB       0.018626
HML      -0.003933
dtype: float64, 81235: const    -0.001638
vwretd    0.907476
SMB       0.013702
HML       0.011380
dtype: float64, 81237: const    -0.015643
vwretd    0.622193
SMB       0.000669
HML      -0.006640
dtype: float64, 81238: const     0.033391
vwretd   -0.297210
SMB       0.027514
HML       0.010737
dtype: float64, 81239: const    -0.010379
vwretd    2.388232
SMB       0.011363
HML       0.009239
dtype: float64, 81240: const    -0.009288
vwretd    1.279567
SMB       0.017828
HML       0.015169
dtype: float64, 81241: const     0.005366
vwretd    1.605197
SMB       0.017455
HML      -0.001064
dtype: float64, 81242: const    -0.011958
vwretd    1.079529
SMB       0.004140
HML      -0.000787
dtype: float64, 81243: const    -0.168888
vwretd    4.237477
SMB      -0.166176
HML       0.039961
dtype: float64, 81244: const     0.005882
vwretd    0.242091
SMB       0.001636
HML       0.002780
dtype: float64, 81245: const    -0.005052
vwretd    1.796373
SMB       0.007552
HML      -0.006466
dtype: float64, 81246: const     0.016151
vwretd    2.076975
SMB       0.030397
HML       0.009216
dtype: float64, 81247: const     0.002798
vwretd   -0.426346
SMB      -0.000442
HML      -0.008385
dtype: float64, 81248: const    -0.013210
vwretd    2.359514
SMB       0.033458
HML      -0.010797
dtype: float64, 81249: const    -0.001201
vwretd    2.102170
SMB       0.006017
HML      -0.011108
dtype: float64, 81250: const     0.007254
vwretd    0.297663
SMB       0.000843
HML       0.008747
dtype: float64, 81251: const     0.014219
vwretd    1.190783
SMB       0.005617
HML       0.006765
dtype: float64, 81252: const     0.006562
vwretd    1.159482
SMB       0.018113
HML      -0.011102
dtype: float64, 81253: const     0.104722
vwretd   -4.797167
SMB      -0.027899
HML      -0.095220
dtype: float64, 81254: const     0.018272
vwretd    1.157418
SMB       0.008359
HML       0.002596
dtype: float64, 81255: const    -0.017807
vwretd    0.025971
SMB      -0.006652
HML      -0.022943
dtype: float64, 81256: const     0.002268
vwretd    2.106653
SMB       0.019972
HML      -0.006057
dtype: float64, 81257: const    -0.000512
vwretd    0.278074
SMB       0.016117
HML       0.004967
dtype: float64, 81258: const     0.002146
vwretd    1.370341
SMB       0.013531
HML       0.017139
dtype: float64, 81259: const     0.007284
vwretd    0.307381
SMB       0.003185
HML       0.003994
dtype: float64, 81260: const     0.004808
vwretd    0.707785
SMB       0.004001
HML       0.010322
dtype: float64, 81261: const     0.035546
vwretd   -0.640362
SMB       0.002720
HML      -0.019287
dtype: float64, 81262: const    -0.006157
vwretd    1.320713
SMB       0.008490
HML       0.016463
dtype: float64, 81263: const     0.012604
vwretd    0.237847
SMB       0.002866
HML       0.001688
dtype: float64, 81264: const    -0.062659
vwretd    0.369539
SMB      -0.010520
HML      -0.008397
dtype: float64, 81265: const     0.010947
vwretd    1.945218
SMB       0.010912
HML      -0.008052
dtype: float64, 81266: const    -0.061563
vwretd    1.751046
SMB       0.014597
HML       0.026329
dtype: float64, 81267: const    -0.055142
vwretd    1.194499
SMB      -0.006789
HML      -0.007379
dtype: float64, 81268: const     0.003623
vwretd    0.374917
SMB      -0.001052
HML       0.000528
dtype: float64, 81269: const     0.026834
vwretd    1.283439
SMB       0.008077
HML       0.002828
dtype: float64, 81270: const     0.052106
vwretd   -3.712011
SMB      -0.010659
HML       0.023995
dtype: float64, 81271: const    -0.007888
vwretd    3.711163
SMB       0.105496
HML       0.197332
dtype: float64, 81272: const     0.009693
vwretd   -0.487896
SMB       0.009713
HML      -0.030327
dtype: float64, 81273: const     0.005386
vwretd    1.333870
SMB      -0.000378
HML       0.003176
dtype: float64, 81274: const     0.008195
vwretd    0.519018
SMB      -0.000960
HML       0.003934
dtype: float64, 81275: const    -0.000014
vwretd    1.626426
SMB       0.021898
HML       0.003887
dtype: float64, 81276: const    -0.012910
vwretd    2.888110
SMB       0.019185
HML       0.018862
dtype: float64, 81277: const     0.041847
vwretd    0.920918
SMB       0.023337
HML      -0.006892
dtype: float64, 81278: const     0.000029
vwretd    0.712043
SMB       0.009715
HML       0.009851
dtype: float64, 81279: const     0.036702
vwretd   -0.779517
SMB      -0.007846
HML      -0.023905
dtype: float64, 81280: const    -0.001289
vwretd    0.863555
SMB       0.040860
HML      -0.002201
dtype: float64, 81281: const     0.009496
vwretd    2.225278
SMB       0.012226
HML      -0.010674
dtype: float64, 81282: const     0.006526
vwretd    0.898645
SMB       0.016437
HML      -0.005604
dtype: float64, 81283: const    -0.003736
vwretd    0.331940
SMB       0.006400
HML      -0.005742
dtype: float64, 81284: const     0.002916
vwretd    1.001368
SMB      -0.000682
HML       0.007427
dtype: float64, 81285: const     0.004171
vwretd    1.015155
SMB       0.001626
HML       0.009833
dtype: float64, 81286: const     0.028455
vwretd    1.550308
SMB      -0.014196
HML      -0.027333
dtype: float64, 81288: const    -0.027372
vwretd    1.573743
SMB       0.007732
HML       0.013675
dtype: float64, 81289: const     0.013079
vwretd    0.024809
SMB       0.010196
HML       0.012339
dtype: float64, 81290: const    -0.010759
vwretd    1.853365
SMB       0.008210
HML       0.017610
dtype: float64, 81291: const     0.000675
vwretd    0.300722
SMB       0.001434
HML       0.003390
dtype: float64, 81292: const     0.000012
vwretd    0.797383
SMB       0.005840
HML       0.003932
dtype: float64, 81293: const     0.011645
vwretd    1.003006
SMB       0.008929
HML      -0.002668
dtype: float64, 81294: const     0.008196
vwretd    0.532343
SMB       0.004743
HML       0.000403
dtype: float64, 81295: const     0.001659
vwretd   -0.154273
SMB       0.001308
HML      -0.002247
dtype: float64, 81296: const     0.087301
vwretd   -0.367516
SMB       0.028781
HML       0.031783
dtype: float64, 81297: const     0.008515
vwretd    0.412282
SMB       0.001601
HML       0.004649
dtype: float64, 81298: const     0.004037
vwretd    0.418195
SMB       0.001210
HML       0.004509
dtype: float64, 81299: const     0.001849
vwretd    0.526418
SMB       0.000735
HML       0.000527
dtype: float64, 81300: const     0.004093
vwretd    1.102695
SMB       0.008174
HML       0.009265
dtype: float64, 81301: const     0.000565
vwretd    0.674043
SMB       0.001574
HML       0.011484
dtype: float64, 81307: const    -0.029805
vwretd    1.810232
SMB       0.015514
HML       0.026496
dtype: float64, 81309: const     0.006789
vwretd    2.447376
SMB       0.025467
HML      -0.004361
dtype: float64, 81310: const     0.034619
vwretd   -0.242275
SMB       0.009862
HML       0.006588
dtype: float64, 81311: const     0.005083
vwretd    0.563497
SMB      -0.000580
HML       0.001150
dtype: float64, 81323: const     0.021135
vwretd    0.868765
SMB       0.003899
HML       0.012352
dtype: float64, 81331: const     0.004860
vwretd    0.255231
SMB      -0.001901
HML      -0.000768
dtype: float64, 81350: const     0.035871
vwretd    1.089812
SMB       0.012019
HML      -0.003900
dtype: float64, 81358: const    -0.069876
vwretd   -2.952467
SMB       0.056187
HML       0.044254
dtype: float64, 81366: const    -0.034778
vwretd    0.999659
SMB       0.044064
HML      -0.005248
dtype: float64, 81382: const     0.003782
vwretd    0.852396
SMB       0.017383
HML       0.009816
dtype: float64, 81403: const     0.008910
vwretd    0.903885
SMB       0.007982
HML       0.002821
dtype: float64, 81430: const    -0.001639
vwretd    0.336797
SMB       0.006780
HML       0.000402
dtype: float64, 81438: const    -0.000750
vwretd    0.030930
SMB       0.000492
HML      -0.002075
dtype: float64, 81446: const     0.005338
vwretd    0.276390
SMB       0.009565
HML       0.004254
dtype: float64, 81454: const    -0.018824
vwretd    1.833349
SMB       0.016874
HML      -0.001250
dtype: float64, 81469: const     0.051114
vwretd    0.453202
SMB       0.007412
HML      -0.038235
dtype: float64, 81470: const     0.009000
vwretd    1.317710
SMB      -0.001728
HML      -0.025283
dtype: float64, 81471: const     0.022434
vwretd    0.747437
SMB       0.006363
HML       0.003956
dtype: float64, 81472: const     0.010636
vwretd    1.800100
SMB       0.003522
HML      -0.005341
dtype: float64, 81473: const     0.002793
vwretd    0.367627
SMB       0.001350
HML       0.008345
dtype: float64, 81474: const     0.001826
vwretd    0.508164
SMB       0.005441
HML       0.010639
dtype: float64, 81475: const    -0.006411
vwretd    1.266031
SMB       0.009314
HML       0.006810
dtype: float64, 81476: const    -0.012811
vwretd    1.152752
SMB       0.001548
HML      -0.003947
dtype: float64, 81477: const    -0.002627
vwretd    1.994054
SMB       0.002641
HML      -0.007265
dtype: float64, 81478: const    -0.002228
vwretd   -1.166844
SMB      -0.004525
HML      -0.019653
dtype: float64, 81480: const     0.018813
vwretd    0.095005
SMB       0.013803
HML      -0.004639
dtype: float64, 81481: const     0.011166
vwretd    0.933156
SMB      -0.000174
HML      -0.001471
dtype: float64, 81482: const     0.035407
vwretd    1.775217
SMB       0.008292
HML      -0.022710
dtype: float64, 81483: const     0.001218
vwretd    1.995034
SMB       0.013769
HML      -0.001195
dtype: float64, 81484: const    -0.012387
vwretd    2.419791
SMB      -0.000090
HML       0.003266
dtype: float64, 81485: const    -0.081782
vwretd    6.817107
SMB       0.015149
HML       0.041305
dtype: float64, 81486: const     0.044750
vwretd    0.768243
SMB       0.012494
HML      -0.033968
dtype: float64, 81487: const     0.047169
vwretd    0.794185
SMB      -0.003309
HML      -0.005203
dtype: float64, 81488: const     0.003553
vwretd    0.418658
SMB       0.005850
HML       0.010310
dtype: float64, 81489: const     0.039100
vwretd    1.567411
SMB       0.013207
HML      -0.002473
dtype: float64, 81490: const     0.005536
vwretd    0.247150
SMB       0.006734
HML       0.008008
dtype: float64, 81491: const     0.046059
vwretd    0.648145
SMB       0.018326
HML      -0.017465
dtype: float64, 81492: const     0.050746
vwretd    0.318787
SMB      -0.010919
HML      -0.011792
dtype: float64, 81493: const    -0.003141
vwretd    0.786997
SMB       0.020278
HML       0.010328
dtype: float64, 81494: const    -0.021502
vwretd    1.656745
SMB       0.017207
HML       0.029974
dtype: float64, 81495: const     0.045140
vwretd    1.863115
SMB       0.021002
HML       0.015824
dtype: float64, 81496: const    -0.045733
vwretd    0.269570
SMB       0.029341
HML       0.014356
dtype: float64, 81497: const     0.044329
vwretd   -0.128882
SMB       0.024347
HML      -0.008108
dtype: float64, 81498: const    -0.138857
vwretd    0.178925
SMB      -0.010990
HML       0.013052
dtype: float64, 81499: const     0.000611
vwretd    0.429971
SMB      -0.002385
HML      -0.003213
dtype: float64, 81500: const     0.010570
vwretd    0.344961
SMB       0.000884
HML       0.004035
dtype: float64, 81501: const     0.003140
vwretd    1.053928
SMB       0.006091
HML       0.000969
dtype: float64, 81502: const    -0.024757
vwretd    1.911589
SMB       0.007104
HML      -0.014067
dtype: float64, 81503: const     0.063444
vwretd    0.859250
SMB       0.032911
HML      -0.012561
dtype: float64, 81504: const    -0.001765
vwretd    0.821423
SMB       0.008316
HML      -0.005551
dtype: float64, 81505: const    -0.035495
vwretd    1.711084
SMB       0.014177
HML       0.009242
dtype: float64, 81506: const     0.057808
vwretd    0.608384
SMB       0.011877
HML      -0.017427
dtype: float64, 81507: const    -0.010501
vwretd   -0.555258
SMB       0.017537
HML      -0.013512
dtype: float64, 81508: const     0.008367
vwretd    0.292633
SMB       0.002873
HML       0.001195
dtype: float64, 81509: const     0.080090
vwretd    1.058920
SMB      -0.002420
HML      -0.029712
dtype: float64, 81510: const     0.004238
vwretd    1.188898
SMB       0.007424
HML      -0.004549
dtype: float64, 81511: const    -0.008750
vwretd    0.348915
SMB       0.003010
HML       0.006738
dtype: float64, 81512: const    -0.026592
vwretd    1.612751
SMB       0.018649
HML      -0.024926
dtype: float64, 81514: const    -0.062875
vwretd    3.670233
SMB       0.025054
HML       0.050664
dtype: float64, 81515: const     -0.112396
vwretd    11.476621
SMB       -0.008941
HML       -0.016382
dtype: float64, 81516: const     0.148223
vwretd   -2.409520
SMB      -0.022389
HML       0.084796
dtype: float64, 81517: const     0.043891
vwretd    2.009251
SMB       0.039677
HML       0.029709
dtype: float64, 81518: const     0.012128
vwretd    0.881262
SMB       0.009134
HML      -0.003699
dtype: float64, 81519: const     0.023098
vwretd    1.314756
SMB       0.012570
HML       0.012365
dtype: float64, 81520: const    -0.007518
vwretd    1.407952
SMB       0.016859
HML       0.018661
dtype: float64, 81521: const     0.006843
vwretd    0.381294
SMB       0.000236
HML       0.000911
dtype: float64, 81522: const    -0.056646
vwretd    2.339594
SMB      -0.011065
HML      -0.013421
dtype: float64, 81523: const    -0.011082
vwretd    0.918683
SMB       0.003240
HML      -0.005183
dtype: float64, 81524: const     0.042996
vwretd   -0.699457
SMB      -0.018176
HML      -0.019160
dtype: float64, 81525: const    -0.125359
vwretd    3.827704
SMB       0.017070
HML       0.050226
dtype: float64, 81526: const     0.013712
vwretd    1.897021
SMB       0.000597
HML       0.007009
dtype: float64, 81527: const     0.004712
vwretd    1.175331
SMB       0.009744
HML       0.005351
dtype: float64, 81528: const     0.007190
vwretd    0.335215
SMB       0.001741
HML       0.005674
dtype: float64, 81529: const    -0.022111
vwretd   -1.363035
SMB       0.032814
HML      -0.006299
dtype: float64, 81530: const    -0.019763
vwretd    2.071582
SMB       0.001902
HML       0.024269
dtype: float64, 81531: const     0.009069
vwretd    0.706325
SMB       0.011052
HML       0.000742
dtype: float64, 81532: const    -0.002303
vwretd    0.871123
SMB       0.010519
HML      -0.003936
dtype: float64, 81533: const     0.007655
vwretd    0.392355
SMB       0.001825
HML       0.003276
dtype: float64, 81534: const    -0.037924
vwretd    2.306784
SMB       0.017921
HML       0.018641
dtype: float64, 81535: const    -0.007053
vwretd    0.777206
SMB       0.012871
HML       0.000453
dtype: float64, 81536: const     0.108796
vwretd   -4.830593
SMB      -0.017195
HML      -0.111291
dtype: float64, 81537: const    -0.005243
vwretd    0.751820
SMB       0.006546
HML       0.018142
dtype: float64, 81538: const     0.020773
vwretd   -0.305939
SMB       0.001764
HML      -0.029776
dtype: float64, 81539: const     0.004798
vwretd    1.981724
SMB       0.015365
HML      -0.009563
dtype: float64, 81540: const     0.012487
vwretd    0.410357
SMB       0.001355
HML       0.003853
dtype: float64, 81541: const     0.001348
vwretd    0.711494
SMB       0.008997
HML       0.012800
dtype: float64, 81542: const     0.025337
vwretd    0.820057
SMB       0.004708
HML      -0.004584
dtype: float64, 81543: const     0.007162
vwretd    1.935568
SMB       0.018127
HML       0.015861
dtype: float64, 81544: const    -0.003100
vwretd    0.762266
SMB       0.006113
HML       0.010579
dtype: float64, 81545: const    -0.054131
vwretd    2.497618
SMB      -0.009296
HML       0.026023
dtype: float64, 81546: const     0.006564
vwretd    0.308066
SMB       0.000759
HML       0.004449
dtype: float64, 81547: const     0.007319
vwretd    1.433268
SMB       0.006003
HML      -0.003346
dtype: float64, 81548: const    -0.045623
vwretd    3.080255
SMB       0.021528
HML       0.032215
dtype: float64, 81549: const    -0.001592
vwretd    0.735879
SMB       0.005793
HML       0.008641
dtype: float64, 81550: const    -0.018703
vwretd    1.177230
SMB       0.015772
HML      -0.033010
dtype: float64, 81551: const     0.021714
vwretd    3.194994
SMB       0.045208
HML       0.032270
dtype: float64, 81552: const     0.008059
vwretd    1.405397
SMB       0.012928
HML       0.018704
dtype: float64, 81553: const    -0.025177
vwretd    1.501069
SMB       0.006266
HML       0.012851
dtype: float64, 81554: const    -0.005822
vwretd    1.785017
SMB      -0.000715
HML       0.019021
dtype: float64, 81555: const     0.023312
vwretd    0.675632
SMB       0.003351
HML       0.007817
dtype: float64, 81556: const    -0.012259
vwretd    0.258420
SMB       0.003848
HML       0.002209
dtype: float64, 81557: const    -0.028307
vwretd    0.269388
SMB       0.007969
HML      -0.036197
dtype: float64, 81558: const     0.014322
vwretd    0.164371
SMB       0.010135
HML      -0.005425
dtype: float64, 81559: const     0.004800
vwretd    0.693501
SMB       0.001099
HML       0.003594
dtype: float64, 81560: const     0.004444
vwretd    0.672627
SMB       0.000156
HML       0.004338
dtype: float64, 81561: const    -0.026757
vwretd    0.954909
SMB       0.022817
HML      -0.006114
dtype: float64, 81562: const     0.017294
vwretd    1.138450
SMB       0.018233
HML      -0.016539
dtype: float64, 81563: const     0.012052
vwretd    0.902376
SMB       0.004043
HML       0.003215
dtype: float64, 81564: const     0.002814
vwretd    0.714550
SMB       0.005165
HML       0.010662
dtype: float64, 81565: const     0.006551
vwretd    0.088893
SMB       0.004945
HML       0.005722
dtype: float64, 81566: const     0.020889
vwretd    1.810675
SMB       0.011719
HML      -0.009708
dtype: float64, 81567: const    -0.030232
vwretd   -0.751444
SMB      -0.006621
HML      -0.008587
dtype: float64, 81569: const     0.001458
vwretd    0.740215
SMB      -0.004038
HML       0.002915
dtype: float64, 81570: const     0.044326
vwretd    0.571271
SMB       0.005343
HML      -0.049002
dtype: float64, 81571: const     0.076741
vwretd   -0.687042
SMB       0.000483
HML      -0.002682
dtype: float64, 81572: const    -0.023718
vwretd    1.957069
SMB       0.001497
HML      -0.000926
dtype: float64, 81573: const    -0.091580
vwretd    1.321807
SMB       0.016488
HML       0.012449
dtype: float64, 81574: const     0.046836
vwretd   -0.762902
SMB      -0.039873
HML      -0.024216
dtype: float64, 81575: const    -0.031801
vwretd    0.813046
SMB      -0.001137
HML      -0.034217
dtype: float64, 81576: const    -0.017279
vwretd    1.649461
SMB       0.020977
HML       0.003216
dtype: float64, 81577: const     0.002334
vwretd    0.890013
SMB      -0.000412
HML       0.008164
dtype: float64, 81578: const    -0.039313
vwretd    2.617058
SMB       0.012412
HML      -0.004080
dtype: float64, 81579: const     0.021669
vwretd    0.069297
SMB      -0.009077
HML      -0.012265
dtype: float64, 81580: const     0.004862
vwretd    0.351378
SMB       0.002716
HML       0.006027
dtype: float64, 81581: const    -0.023653
vwretd    1.211370
SMB       0.011802
HML       0.016614
dtype: float64, 81582: const     0.061974
vwretd    0.917965
SMB       0.024036
HML      -0.021360
dtype: float64, 81583: const     0.061119
vwretd   -1.166560
SMB      -0.001533
HML      -0.027236
dtype: float64, 81584: const     0.019009
vwretd    0.510569
SMB       0.010953
HML       0.003840
dtype: float64, 81585: const    -0.048460
vwretd   -1.237233
SMB      -0.004928
HML       0.012841
dtype: float64, 81586: const     0.003828
vwretd    0.840052
SMB       0.007059
HML       0.004746
dtype: float64, 81587: const     0.007531
vwretd    1.282457
SMB       0.004381
HML      -0.017038
dtype: float64, 81588: const     0.003232
vwretd    0.541854
SMB       0.011521
HML      -0.001630
dtype: float64, 81590: const     0.002580
vwretd    0.426686
SMB       0.006523
HML       0.010305
dtype: float64, 81591: const     0.012807
vwretd   -1.805057
SMB      -0.012336
HML      -0.025420
dtype: float64, 81592: const    -0.000725
vwretd    0.567065
SMB       0.022979
HML      -0.022787
dtype: float64, 81593: const    -0.001805
vwretd    1.296992
SMB      -0.002286
HML       0.007989
dtype: float64, 81594: const     0.021393
vwretd    0.735841
SMB       0.003856
HML       0.002608
dtype: float64, 81595: const     0.054204
vwretd    2.335084
SMB      -0.004872
HML      -0.015333
dtype: float64, 81596: const    -0.013204
vwretd    3.420170
SMB       0.012960
HML       0.033897
dtype: float64, 81597: const     0.009680
vwretd   -0.034839
SMB      -0.002900
HML      -0.052033
dtype: float64, 81598: const     0.004984
vwretd    0.947730
SMB       0.000594
HML       0.006402
dtype: float64, 81599: const     0.022177
vwretd    1.278026
SMB       0.020853
HML      -0.007495
dtype: float64, 81600: const     0.010465
vwretd   -0.000373
SMB       0.022982
HML      -0.000495
dtype: float64, 81601: const     0.013630
vwretd    0.077191
SMB       0.000247
HML       0.000678
dtype: float64, 81602: const    -0.033434
vwretd    1.522895
SMB       0.006884
HML       0.011152
dtype: float64, 81604: const    -0.094974
vwretd    2.825029
SMB       0.024043
HML       0.040003
dtype: float64, 81605: const    -0.017321
vwretd   -0.034757
SMB       0.014896
HML       0.004671
dtype: float64, 81606: const    -0.002183
vwretd    0.824791
SMB       0.003031
HML       0.007103
dtype: float64, 81607: const    -0.004450
vwretd    1.090633
SMB       0.004307
HML      -0.003952
dtype: float64, 81608: const     0.073140
vwretd    0.044974
SMB       0.004919
HML      -0.035478
dtype: float64, 81609: const     0.075047
vwretd    1.698245
SMB       0.020666
HML      -0.029477
dtype: float64, 81610: const     0.006724
vwretd    0.639315
SMB       0.001137
HML       0.004892
dtype: float64, 81611: const     0.131224
vwretd    1.427746
SMB       0.039353
HML       0.039968
dtype: float64, 81612: const    -0.056557
vwretd    3.232716
SMB      -0.010002
HML      -0.046717
dtype: float64, 81613: const     0.121029
vwretd   -5.483668
SMB      -0.028204
HML      -0.095912
dtype: float64, 81614: const     0.005056
vwretd    0.784634
SMB       0.006640
HML       0.003849
dtype: float64, 81615: const    -0.017756
vwretd   -2.729824
SMB      -0.023417
HML      -0.049134
dtype: float64, 81616: const    -0.018113
vwretd   -8.265076
SMB       0.082973
HML       0.075258
dtype: float64, 81618: const    -0.002387
vwretd    0.886945
SMB       0.023135
HML      -0.012282
dtype: float64, 81619: const     0.005253
vwretd   -1.255665
SMB       0.025345
HML      -0.038831
dtype: float64, 81620: const    -0.002862
vwretd    1.113143
SMB       0.006929
HML       0.016500
dtype: float64, 81621: const     0.009891
vwretd    1.604632
SMB       0.014232
HML      -0.004168
dtype: float64, 81622: const     0.014984
vwretd    0.743034
SMB       0.013478
HML       0.000339
dtype: float64, 81623: const     0.071180
vwretd   -0.791241
SMB       0.023192
HML      -0.018930
dtype: float64, 81624: const     0.013925
vwretd    1.029154
SMB       0.000858
HML       0.002958
dtype: float64, 81625: const    -0.074155
vwretd    1.022727
SMB       0.004158
HML       0.008354
dtype: float64, 81626: const     0.004517
vwretd    0.726203
SMB       0.004765
HML       0.008060
dtype: float64, 81627: const    -0.019158
vwretd    0.396079
SMB       0.003865
HML       0.007607
dtype: float64, 81629: const    -0.126926
vwretd    4.584874
SMB       0.013473
HML      -0.002414
dtype: float64, 81630: const    -0.087218
vwretd   -0.221517
SMB       0.006560
HML      -0.017555
dtype: float64, 81631: const     0.004614
vwretd    1.017102
SMB       0.008896
HML      -0.011002
dtype: float64, 81632: const    -0.000485
vwretd    0.621374
SMB       0.015637
HML      -0.042102
dtype: float64, 81634: const     -0.162609
vwretd    10.478679
SMB        0.027833
HML        0.084577
dtype: float64, 81635: const    -0.005779
vwretd    1.242239
SMB       0.011242
HML      -0.005778
dtype: float64, 81636: const     0.039892
vwretd    2.068053
SMB       0.012926
HML      -0.009077
dtype: float64, 81637: const     0.001874
vwretd    0.238662
SMB       0.008842
HML      -0.005859
dtype: float64, 81638: const    -0.000053
vwretd   -0.375956
SMB       0.002668
HML      -0.015564
dtype: float64, 81639: const     0.033631
vwretd    0.945519
SMB      -0.000406
HML      -0.046234
dtype: float64, 81640: const     0.015606
vwretd    0.288367
SMB      -0.001474
HML      -0.003608
dtype: float64, 81641: const    -0.037699
vwretd    1.616508
SMB       0.007298
HML       0.022287
dtype: float64, 81642: const    -0.063402
vwretd   -0.077653
SMB       0.033457
HML      -0.003511
dtype: float64, 81643: const     0.032903
vwretd    3.163832
SMB       0.034168
HML       0.019603
dtype: float64, 81644: const     0.075049
vwretd    0.772434
SMB       0.016340
HML      -0.041111
dtype: float64, 81645: const     0.021997
vwretd    0.959851
SMB       0.003329
HML      -0.001562
dtype: float64, 81646: const    -0.003501
vwretd    0.097498
SMB       0.008223
HML      -0.023104
dtype: float64, 81647: const    -0.007535
vwretd    0.528855
SMB       0.004469
HML       0.008595
dtype: float64, 81648: const      0.397880
vwretd   -27.257706
SMB       -0.072593
HML       -0.446344
dtype: float64, 81649: const     0.012600
vwretd    0.169978
SMB       0.034509
HML      -0.011666
dtype: float64, 81650: const     0.017967
vwretd    1.491167
SMB       0.004720
HML      -0.017162
dtype: float64, 81651: const     0.001823
vwretd    0.747336
SMB       0.009445
HML       0.009914
dtype: float64, 81652: const     0.007739
vwretd    0.168150
SMB       0.001624
HML       0.004627
dtype: float64, 81653: const    -0.012414
vwretd    0.876486
SMB       0.010110
HML       0.004719
dtype: float64, 81654: const    -0.012598
vwretd    2.212394
SMB       0.012213
HML       0.020597
dtype: float64, 81655: const     0.008730
vwretd    0.749296
SMB       0.000201
HML       0.004792
dtype: float64, 81656: const    -0.040325
vwretd    1.241744
SMB       0.019972
HML       0.023737
dtype: float64, 81657: const    -0.052103
vwretd    2.834510
SMB       0.013166
HML       0.032604
dtype: float64, 81658: const     0.003821
vwretd    1.569978
SMB       0.007396
HML       0.012467
dtype: float64, 81659: const     0.000836
vwretd    1.028438
SMB       0.002676
HML       0.002208
dtype: float64, 81660: const     0.008349
vwretd    0.354436
SMB       0.003120
HML       0.006589
dtype: float64, 81661: const    -0.017649
vwretd    1.874709
SMB       0.005960
HML       0.015696
dtype: float64, 81663: const     0.380382
vwretd   -7.242509
SMB       0.110494
HML      -0.123530
dtype: float64, 81665: const     0.005353
vwretd    1.060796
SMB       0.005425
HML       0.001637
dtype: float64, 81666: const     0.003023
vwretd    1.208559
SMB       0.008636
HML       0.011226
dtype: float64, 81667: const     0.058643
vwretd    0.603804
SMB      -0.014018
HML      -0.022061
dtype: float64, 81668: const    -0.063808
vwretd    1.501146
SMB       0.032686
HML       0.014002
dtype: float64, 81669: const    -0.002665
vwretd    0.895645
SMB       0.000267
HML      -0.003606
dtype: float64, 81670: const     0.009031
vwretd    0.658647
SMB       0.003401
HML       0.007561
dtype: float64, 81671: const    -0.008925
vwretd    0.892201
SMB      -0.004108
HML      -0.000695
dtype: float64, 81672: const     0.003386
vwretd    0.382178
SMB       0.000551
HML       0.000536
dtype: float64, 81673: const    -0.041768
vwretd    1.502550
SMB       0.014548
HML       0.009147
dtype: float64, 81674: const    -0.022029
vwretd    1.061243
SMB       0.005919
HML       0.008435
dtype: float64, 81675: const     0.007355
vwretd    0.551226
SMB       0.002435
HML       0.002930
dtype: float64, 81676: const    -0.016787
vwretd    0.727390
SMB       0.007531
HML       0.005647
dtype: float64, 81677: const     0.003926
vwretd    1.070460
SMB       0.004360
HML       0.006695
dtype: float64, 81678: const     0.005153
vwretd    1.092321
SMB       0.002103
HML       0.006354
dtype: float64, 81679: const     0.049470
vwretd    0.100943
SMB       0.005108
HML      -0.017169
dtype: float64, 81680: const    -0.229187
vwretd    6.830096
SMB       0.001558
HML       0.005935
dtype: float64, 81681: const     0.017765
vwretd    0.799685
SMB       0.010599
HML      -0.015745
dtype: float64, 81682: const    -0.009640
vwretd    1.741984
SMB       0.011239
HML       0.014540
dtype: float64, 81683: const     0.041031
vwretd    0.474347
SMB       0.015354
HML      -0.007457
dtype: float64, 81684: const     0.118003
vwretd   -2.091363
SMB      -0.015794
HML      -0.055324
dtype: float64, 81685: const     0.021664
vwretd   -0.305139
SMB      -0.002720
HML      -0.029594
dtype: float64, 81686: const     0.029929
vwretd    0.052920
SMB       0.012517
HML       0.006203
dtype: float64, 81687: const     0.008037
vwretd    0.603410
SMB       0.011016
HML       0.008925
dtype: float64, 81688: const    -0.000008
vwretd    0.295529
SMB       0.005499
HML       0.005869
dtype: float64, 81689: const    -0.037125
vwretd    2.284749
SMB       0.006249
HML       0.012495
dtype: float64, 81690: const    -0.080306
vwretd    0.660602
SMB       0.025297
HML       0.009922
dtype: float64, 81691: const     0.003599
vwretd    0.822619
SMB       0.004358
HML      -0.002002
dtype: float64, 81692: const    -0.017350
vwretd    1.708782
SMB       0.018816
HML       0.005911
dtype: float64, 81693: const    -0.049018
vwretd    3.531992
SMB       0.021453
HML       0.066300
dtype: float64, 81694: const    -0.010711
vwretd    0.573085
SMB       0.014269
HML      -0.012623
dtype: float64, 81695: const    -0.000608
vwretd    1.296207
SMB       0.002409
HML       0.011057
dtype: float64, 81696: const     0.003012
vwretd    1.594475
SMB       0.000126
HML      -0.002495
dtype: float64, 81697: const    -0.116119
vwretd    5.842495
SMB       0.030479
HML       0.041642
dtype: float64, 81698: const     0.010153
vwretd    1.154823
SMB       0.006849
HML       0.001802
dtype: float64, 81699: const    -0.019276
vwretd    2.121429
SMB      -0.010082
HML      -0.029841
dtype: float64, 81700: const     0.008426
vwretd    0.697138
SMB       0.012974
HML       0.000636
dtype: float64, 81701: const    -0.008823
vwretd    0.265039
SMB       0.007986
HML       0.003720
dtype: float64, 81702: const     0.001333
vwretd    1.049270
SMB       0.008139
HML       0.004472
dtype: float64, 81703: const     0.035534
vwretd    1.527378
SMB       0.014162
HML      -0.022054
dtype: float64, 81704: const     0.005830
vwretd    0.662672
SMB       0.003641
HML       0.005651
dtype: float64, 81705: const     0.007837
vwretd    1.656932
SMB       0.010952
HML      -0.007104
dtype: float64, 81706: const     0.013888
vwretd    0.006703
SMB       0.003562
HML      -0.002720
dtype: float64, 81707: const     0.010096
vwretd    0.212041
SMB       0.003158
HML       0.005356
dtype: float64, 81708: const     0.014210
vwretd    0.293534
SMB       0.002667
HML       0.001125
dtype: float64, 81709: const     0.005033
vwretd    0.390165
SMB      -0.000525
HML       0.004639
dtype: float64, 81710: const     0.008243
vwretd    0.246152
SMB       0.001127
HML       0.002577
dtype: float64, 81711: const    -0.010096
vwretd    1.343414
SMB      -0.000812
HML       0.009419
dtype: float64, 81712: const     0.034952
vwretd    1.064112
SMB       0.009406
HML      -0.006723
dtype: float64, 81713: const    -0.021651
vwretd    0.528693
SMB       0.018415
HML      -0.007656
dtype: float64, 81714: const     -0.378462
vwretd    12.362181
SMB        0.032391
HML        0.062517
dtype: float64, 81715: const    -0.008612
vwretd    0.985777
SMB       0.010163
HML      -0.004728
dtype: float64, 81716: const     -0.073540
vwretd    11.158912
SMB       -0.013315
HML        0.061479
dtype: float64, 81717: const    -0.011167
vwretd    1.426623
SMB       0.008802
HML       0.013478
dtype: float64, 81718: const     0.003981
vwretd    0.338262
SMB       0.003110
HML       0.005047
dtype: float64, 81719: const     0.002233
vwretd    0.829438
SMB       0.014288
HML       0.006411
dtype: float64, 81720: const    -0.227500
vwretd    4.198782
SMB       0.032917
HML       0.059239
dtype: float64, 81721: const    -0.007195
vwretd    2.193489
SMB       0.003766
HML      -0.005845
dtype: float64, 81722: const    -0.048199
vwretd    2.016397
SMB       0.010204
HML       0.024488
dtype: float64, 81723: const     0.011065
vwretd    0.704510
SMB       0.002494
HML       0.005160
dtype: float64, 81724: const    -0.024770
vwretd    0.088666
SMB       0.009817
HML      -0.018216
dtype: float64, 81725: const    -0.001326
vwretd    2.293682
SMB       0.006453
HML      -0.010484
dtype: float64, 81726: const     0.003091
vwretd    0.472441
SMB       0.002022
HML       0.005178
dtype: float64, 81727: const    -0.013905
vwretd    1.150189
SMB       0.011152
HML      -0.001294
dtype: float64, 81728: const    -0.035307
vwretd    1.252804
SMB      -0.004717
HML      -0.003508
dtype: float64, 81729: const    -0.003120
vwretd   -0.000389
SMB      -0.014294
HML      -0.022046
dtype: float64, 81731: const    -0.000182
vwretd    0.266480
SMB      -0.000468
HML       0.001898
dtype: float64, 81732: const    -0.041982
vwretd    2.059533
SMB       0.023636
HML       0.033597
dtype: float64, 81733: const    -0.098447
vwretd    2.108032
SMB       0.020436
HML       0.007668
dtype: float64, 81734: const     0.004912
vwretd    0.966449
SMB       0.001501
HML       0.001178
dtype: float64, 81735: const    -0.062481
vwretd   -0.080843
SMB       0.002046
HML      -0.058710
dtype: float64, 81736: const     0.017990
vwretd    0.634286
SMB       0.007463
HML      -0.004217
dtype: float64, 81737: const     0.013169
vwretd    0.372718
SMB       0.006589
HML      -0.000483
dtype: float64, 81738: const    -0.030570
vwretd   -0.844704
SMB       0.079052
HML       0.055978
dtype: float64, 81739: const     0.024904
vwretd    1.398948
SMB       0.005141
HML      -0.008716
dtype: float64, 81740: const     0.001724
vwretd    1.454630
SMB       0.009018
HML       0.006292
dtype: float64, 81741: const    -0.000728
vwretd    0.998852
SMB       0.018979
HML       0.002454
dtype: float64, 81742: const    -0.053511
vwretd    0.878951
SMB       0.007097
HML      -0.010445
dtype: float64, 81743: const     0.013540
vwretd    0.978563
SMB       0.021080
HML       0.007233
dtype: float64, 81744: const     0.027201
vwretd   -0.285105
SMB       0.003475
HML       0.013078
dtype: float64, 81745: const    -0.001861
vwretd    1.002116
SMB       0.013337
HML      -0.009604
dtype: float64, 81746: const     0.009647
vwretd    0.930735
SMB       0.006112
HML       0.011134
dtype: float64, 81747: const     0.001461
vwretd    1.656531
SMB       0.012618
HML       0.002394
dtype: float64, 81748: const    -0.026803
vwretd    0.682865
SMB       0.006321
HML       0.000541
dtype: float64, 81749: const    -0.015941
vwretd    1.826361
SMB      -0.024155
HML      -0.013020
dtype: float64, 81750: const    -0.004113
vwretd    2.152252
SMB       0.018045
HML      -0.002574
dtype: float64, 81751: const    -0.011736
vwretd    2.684847
SMB      -0.005774
HML       0.011017
dtype: float64, 81752: const     0.033202
vwretd    3.211744
SMB       0.017147
HML      -0.014434
dtype: float64, 81753: const    -0.004318
vwretd    1.358166
SMB       0.014049
HML       0.001206
dtype: float64, 81754: const     0.031485
vwretd   -0.220912
SMB       0.031777
HML      -0.009928
dtype: float64, 81755: const    -0.019009
vwretd    0.966125
SMB       0.013990
HML       0.004841
dtype: float64, 81756: const     0.003926
vwretd    2.030054
SMB       0.018466
HML      -0.015986
dtype: float64, 81757: const     0.014978
vwretd   -2.650701
SMB       0.010630
HML       0.002584
dtype: float64, 81758: const     0.035971
vwretd    2.403642
SMB       0.013313
HML      -0.028113
dtype: float64, 81759: const    -0.026427
vwretd   -1.468107
SMB      -0.047965
HML      -0.084895
dtype: float64, 81760: const     0.015293
vwretd    0.966239
SMB       0.017920
HML       0.001870
dtype: float64, 81761: const    -0.015160
vwretd    1.516116
SMB       0.013842
HML       0.001376
dtype: float64, 81762: const     0.030397
vwretd   -0.326155
SMB      -0.008192
HML       0.001180
dtype: float64, 81763: const     0.002948
vwretd    0.805179
SMB       0.002506
HML       0.008209
dtype: float64, 81764: const    -0.077305
vwretd    1.532074
SMB       0.032274
HML       0.022487
dtype: float64, 81765: const    -0.043784
vwretd    1.209829
SMB       0.004862
HML      -0.002856
dtype: float64, 81766: const    -0.004472
vwretd    1.077616
SMB       0.005670
HML       0.009597
dtype: float64, 81767: const     0.032467
vwretd    0.134300
SMB      -0.001492
HML      -0.037157
dtype: float64, 81769: const     0.017726
vwretd    0.129100
SMB       0.010284
HML      -0.013498
dtype: float64, 81770: const     0.007220
vwretd    0.274591
SMB       0.003878
HML       0.008821
dtype: float64, 81771: const     0.068323
vwretd   -1.445682
SMB       0.005983
HML      -0.002915
dtype: float64, 81772: const     0.073457
vwretd   -2.240361
SMB      -0.006713
HML      -0.042403
dtype: float64, 81773: const    -0.041171
vwretd    0.566741
SMB       0.021099
HML       0.004510
dtype: float64, 81774: const     0.000779
vwretd    1.668033
SMB       0.004897
HML       0.006149
dtype: float64, 81775: const     0.000741
vwretd    0.855404
SMB       0.002806
HML       0.007958
dtype: float64, 81776: const    -0.002107
vwretd    2.229715
SMB       0.005136
HML      -0.008562
dtype: float64, 81778: const     0.063449
vwretd   -0.523353
SMB       0.005676
HML      -0.004099
dtype: float64, 81779: const    -0.013700
vwretd    0.494585
SMB       0.002654
HML       0.001486
dtype: float64, 81780: const    -0.028296
vwretd    0.290786
SMB       0.038283
HML       0.005793
dtype: float64, 81781: const     0.016072
vwretd    0.701915
SMB       0.000296
HML      -0.006956
dtype: float64, 81782: const     0.014440
vwretd    0.617921
SMB       0.003768
HML      -0.003047
dtype: float64, 81783: const     0.011401
vwretd    0.376264
SMB       0.003462
HML       0.010450
dtype: float64, 81784: const    -0.001686
vwretd    0.908474
SMB       0.005945
HML       0.008545
dtype: float64, 81788: const    -0.011361
vwretd    2.866367
SMB      -0.012255
HML       0.026130
dtype: float64, 81796: const     0.007328
vwretd    0.903958
SMB       0.002147
HML       0.006110
dtype: float64, 81809: const     0.032175
vwretd    0.898454
SMB       0.009670
HML      -0.007058
dtype: float64, 81825: const     0.009821
vwretd    3.350500
SMB      -0.013359
HML       0.027469
dtype: float64, 81833: const    -0.005627
vwretd    0.965660
SMB       0.011698
HML       0.009735
dtype: float64, 81841: const    -0.004022
vwretd    0.912617
SMB       0.010049
HML       0.003930
dtype: float64, 81848: const    -0.020443
vwretd   -0.029874
SMB       0.023332
HML      -0.053499
dtype: float64, 81849: const    -0.015315
vwretd    2.241855
SMB       0.008827
HML       0.002673
dtype: float64, 81850: const     0.007086
vwretd    0.935831
SMB       0.016783
HML      -0.008347
dtype: float64, 81851: const     0.000159
vwretd    0.418682
SMB       0.004928
HML       0.003927
dtype: float64, 81853: const     0.001875
vwretd    1.289864
SMB       0.003727
HML       0.006166
dtype: float64, 81854: const     0.042319
vwretd    0.659661
SMB       0.006494
HML      -0.009778
dtype: float64, 81855: const    -0.010263
vwretd    0.904979
SMB       0.006100
HML       0.013953
dtype: float64, 81856: const    -0.045606
vwretd    1.197564
SMB       0.013092
HML       0.001388
dtype: float64, 81857: const     0.007632
vwretd    1.260442
SMB       0.001335
HML       0.002269
dtype: float64, 81858: const     0.000280
vwretd   -1.175541
SMB      -0.028131
HML      -0.044493
dtype: float64, 81859: const    -0.001919
vwretd    0.968920
SMB       0.002607
HML      -0.005084
dtype: float64, 81860: const     0.015826
vwretd    1.885358
SMB       0.002488
HML      -0.005223
dtype: float64, 81861: const     0.003964
vwretd    0.834903
SMB       0.002230
HML      -0.000331
dtype: float64, 81862: const     0.007063
vwretd   -0.172256
SMB       0.011429
HML      -0.004750
dtype: float64, 81863: const     0.018242
vwretd    1.068763
SMB       0.004997
HML       0.014829
dtype: float64, 81864: const    -0.062520
vwretd    1.902250
SMB       0.025791
HML       0.032843
dtype: float64, 81865: const     0.006472
vwretd    0.165755
SMB       0.002839
HML       0.003894
dtype: float64, 81866: const     0.051975
vwretd    1.298553
SMB       0.013620
HML       0.005852
dtype: float64, 81867: const    -0.004777
vwretd    0.860947
SMB       0.001978
HML       0.010597
dtype: float64, 81868: const     0.012137
vwretd    0.485520
SMB       0.008011
HML      -0.004713
dtype: float64, 81869: const    -0.000937
vwretd    0.488000
SMB       0.013163
HML       0.001720
dtype: float64, 81870: const    -0.006315
vwretd    0.025145
SMB       0.005017
HML       0.000821
dtype: float64, 81871: const     0.057352
vwretd    0.066963
SMB      -0.020663
HML      -0.068994
dtype: float64, 81872: const     0.010409
vwretd    1.499746
SMB       0.016247
HML       0.002362
dtype: float64, 81873: const    -0.056459
vwretd    1.528441
SMB      -0.013890
HML      -0.033755
dtype: float64, 81874: const    -0.025736
vwretd    1.146311
SMB      -0.005853
HML      -0.021642
dtype: float64, 81875: const     0.042326
vwretd    0.868149
SMB       0.010823
HML      -0.002752
dtype: float64, 81876: const     0.061117
vwretd    2.059829
SMB       0.022436
HML      -0.008258
dtype: float64, 81877: const     0.042167
vwretd    1.858753
SMB       0.010898
HML      -0.013526
dtype: float64, 81878: const     0.006427
vwretd    1.223921
SMB       0.012872
HML      -0.004695
dtype: float64, 81879: const    -0.140408
vwretd    3.875047
SMB       0.019993
HML       0.006558
dtype: float64, 81880: const     0.038124
vwretd   -1.191163
SMB       0.013660
HML       0.021293
dtype: float64, 81881: const     0.003233
vwretd    0.600924
SMB       0.001215
HML       0.003406
dtype: float64, 81882: const     0.041244
vwretd    0.921887
SMB       0.003096
HML      -0.001967
dtype: float64, 81883: const    -0.099107
vwretd    2.559261
SMB       0.012537
HML       0.016968
dtype: float64, 81884: const    -0.036651
vwretd    0.295458
SMB      -0.005219
HML      -0.001761
dtype: float64, 81885: const    -0.045153
vwretd    1.078927
SMB       0.002322
HML       0.005228
dtype: float64, 81886: const     0.012696
vwretd    1.254556
SMB       0.015302
HML      -0.011038
dtype: float64, 81887: const    -0.005226
vwretd    3.862595
SMB       0.014193
HML       0.013467
dtype: float64, 81888: const     0.015545
vwretd   -0.961010
SMB       0.001022
HML      -0.022043
dtype: float64, 81889: const    -0.020198
vwretd    1.299467
SMB       0.005979
HML       0.011283
dtype: float64, 81890: const    -0.001244
vwretd   -0.207150
SMB       0.016539
HML      -0.017382
dtype: float64, 81891: const     0.005225
vwretd    0.314876
SMB       0.006943
HML      -0.002976
dtype: float64, 81892: const     0.014993
vwretd    0.253506
SMB       0.021145
HML       0.001290
dtype: float64, 81893: const     0.008019
vwretd    0.808375
SMB       0.005835
HML      -0.000867
dtype: float64, 81894: const     0.028977
vwretd    1.150893
SMB       0.018090
HML      -0.017252
dtype: float64, 81895: const    -0.079383
vwretd    1.395879
SMB      -0.010802
HML       0.014385
dtype: float64, 81897: const     0.036649
vwretd    0.230524
SMB       0.022922
HML      -0.003048
dtype: float64, 81898: const    -0.072092
vwretd    1.727683
SMB      -0.009481
HML       0.001617
dtype: float64, 81899: const     0.005298
vwretd    0.478774
SMB       0.002482
HML      -0.007535
dtype: float64, 81901: const     0.007404
vwretd    0.838240
SMB       0.001696
HML      -0.004281
dtype: float64, 81902: const    -0.005049
vwretd    0.472025
SMB      -0.006854
HML      -0.009644
dtype: float64, 81903: const     0.024992
vwretd    1.917680
SMB       0.010638
HML      -0.004417
dtype: float64, 81904: const     0.013726
vwretd    0.628577
SMB       0.004017
HML       0.004998
dtype: float64, 81905: const     0.028589
vwretd    1.960101
SMB      -0.019423
HML      -0.036225
dtype: float64, 81906: const    -0.000630
vwretd    2.990526
SMB       0.011325
HML      -0.015440
dtype: float64, 81907: const     0.013522
vwretd    0.263958
SMB      -0.102631
HML      -0.100897
dtype: float64, 81908: const      0.161872
vwretd   -16.142114
SMB        0.069135
HML        0.027577
dtype: float64, 81909: const    -0.006129
vwretd    1.206621
SMB       0.004794
HML       0.008011
dtype: float64, 81910: const    -0.003093
vwretd    2.177948
SMB      -0.000873
HML       0.005327
dtype: float64, 81911: const     0.014467
vwretd    0.663581
SMB      -0.003867
HML       0.003432
dtype: float64, 81912: const     0.000224
vwretd    1.186606
SMB       0.003161
HML      -0.002422
dtype: float64, 81913: const     0.016690
vwretd    0.494423
SMB       0.001062
HML       0.001553
dtype: float64, 81914: const     0.036544
vwretd   -0.584390
SMB      -0.008789
HML      -0.013475
dtype: float64, 81916: const     0.007741
vwretd    0.586958
SMB       0.004973
HML       0.013539
dtype: float64, 81917: const    -0.002999
vwretd    1.155221
SMB       0.005024
HML       0.009256
dtype: float64, 81918: const     0.011132
vwretd    0.169231
SMB       0.001728
HML       0.002954
dtype: float64, 81919: const    -0.031921
vwretd    2.287464
SMB       0.014606
HML       0.024665
dtype: float64, 81920: const    -0.002315
vwretd    1.424888
SMB       0.008622
HML       0.004581
dtype: float64, 81921: const    -0.020168
vwretd    0.523945
SMB       0.006584
HML       0.018920
dtype: float64, 81922: const     0.007812
vwretd    0.274175
SMB       0.010645
HML       0.006146
dtype: float64, 81923: const     0.003290
vwretd    0.428553
SMB       0.000713
HML       0.004761
dtype: float64, 81924: const    -0.046012
vwretd    0.285954
SMB       0.002332
HML       0.003890
dtype: float64, 81925: const    -0.011010
vwretd    1.520978
SMB       0.014834
HML       0.016652
dtype: float64, 81940: const    -0.007787
vwretd    0.936490
SMB       0.006430
HML       0.011441
dtype: float64, 81948: const    -0.010974
vwretd    0.032996
SMB       0.008725
HML       0.005634
dtype: float64, 81999: const     0.036736
vwretd    0.570508
SMB       0.018560
HML      -0.010863
dtype: float64, 82019: const    -0.086716
vwretd    0.657571
SMB       0.016760
HML       0.021222
dtype: float64, 82027: const    -0.062553
vwretd    0.473400
SMB       0.029492
HML       0.012783
dtype: float64, 82035: const    -0.034776
vwretd    0.020662
SMB      -0.012339
HML      -0.011550
dtype: float64, 82043: const    -0.000172
vwretd    0.369533
SMB       0.014887
HML       0.002647
dtype: float64, 82051: const    -0.057149
vwretd    1.458812
SMB       0.003362
HML       0.018913
dtype: float64, 82070: const    -0.060614
vwretd    0.535039
SMB      -0.012589
HML      -0.003580
dtype: float64, 82086: const     0.021010
vwretd    0.205799
SMB       0.006815
HML      -0.009666
dtype: float64, 82094: const     0.028556
vwretd    0.542714
SMB       0.003572
HML       0.007995
dtype: float64, 82107: const     0.002085
vwretd    0.765234
SMB       0.001247
HML       0.006881
dtype: float64, 82115: const    -0.155647
vwretd   -1.554528
SMB       0.044829
HML       0.025288
dtype: float64, 82123: const     0.069390
vwretd    1.408820
SMB       0.017330
HML       0.005213
dtype: float64, 82155: const    -0.007499
vwretd    0.902223
SMB       0.013010
HML       0.012827
dtype: float64, 82156: const    -0.016714
vwretd    1.105610
SMB       0.016478
HML      -0.011603
dtype: float64, 82157: const    -0.027283
vwretd    2.549309
SMB       0.006068
HML       0.013463
dtype: float64, 82158: const     0.033512
vwretd    1.687487
SMB       0.013212
HML       0.025211
dtype: float64, 82159: const    -0.029945
vwretd    0.991712
SMB      -0.031991
HML      -0.019447
dtype: float64, 82160: const     0.001982
vwretd    1.890219
SMB      -0.002901
HML       0.002140
dtype: float64, 82161: const    -0.043364
vwretd    0.960858
SMB       0.041526
HML      -0.012820
dtype: float64, 82162: const     0.000474
vwretd    1.011759
SMB       0.016756
HML       0.000223
dtype: float64, 82163: const    -0.002235
vwretd    0.926353
SMB       0.014841
HML       0.000223
dtype: float64, 82164: const    -0.054110
vwretd   -0.717718
SMB      -0.055793
HML      -0.112265
dtype: float64, 82165: const    -0.001058
vwretd    0.494073
SMB       0.039029
HML      -0.011559
dtype: float64, 82166: const     0.000102
vwretd    0.631215
SMB       0.014982
HML       0.004989
dtype: float64, 82167: const     0.087569
vwretd   -1.372815
SMB      -0.004574
HML      -0.029957
dtype: float64, 82168: const     0.018524
vwretd    2.537445
SMB       0.013718
HML      -0.018577
dtype: float64, 82169: const    -0.031058
vwretd    1.132444
SMB       0.016176
HML      -0.005155
dtype: float64, 82170: const     0.026233
vwretd   -1.451248
SMB      -0.064783
HML      -0.114632
dtype: float64, 82171: const     0.013426
vwretd    0.455702
SMB       0.001927
HML      -0.000063
dtype: float64, 82172: const    -0.006161
vwretd    0.640306
SMB       0.010035
HML      -0.007822
dtype: float64, 82173: const     0.002383
vwretd   -0.512449
SMB       0.005349
HML      -0.016534
dtype: float64, 82174: const     0.004584
vwretd    0.870712
SMB       0.004889
HML      -0.000288
dtype: float64, 82175: const    -0.087935
vwretd   -1.352789
SMB       0.004505
HML      -0.003175
dtype: float64, 82176: const     0.004331
vwretd    0.479845
SMB       0.007037
HML       0.004139
dtype: float64, 82177: const     0.019674
vwretd    1.146249
SMB       0.006802
HML      -0.015529
dtype: float64, 82178: const     0.011605
vwretd    2.485356
SMB       0.023762
HML       0.009290
dtype: float64, 82179: const     0.005934
vwretd    0.761227
SMB       0.014388
HML      -0.001441
dtype: float64, 82180: const    -0.001477
vwretd    0.932469
SMB       0.008181
HML       0.014649
dtype: float64, 82181: const    -0.002074
vwretd    1.377497
SMB       0.015907
HML      -0.011948
dtype: float64, 82182: const     0.002423
vwretd    0.789669
SMB       0.000915
HML       0.005559
dtype: float64, 82183: const     0.045469
vwretd   -0.191887
SMB       0.013862
HML      -0.030210
dtype: float64, 82184: const    -0.044797
vwretd    1.775398
SMB       0.001647
HML       0.007608
dtype: float64, 82185: const    -0.067778
vwretd    2.627246
SMB       0.009721
HML       0.041033
dtype: float64, 82186: const    -0.009146
vwretd    0.133761
SMB       0.012363
HML      -0.011981
dtype: float64, 82187: const     0.033098
vwretd    1.041578
SMB       0.008033
HML       0.004066
dtype: float64, 82188: const     0.027370
vwretd   -1.369455
SMB      -0.039615
HML      -0.065632
dtype: float64, 82189: const    -0.008164
vwretd    0.858607
SMB       0.009565
HML       0.000918
dtype: float64, 82190: const    -0.079629
vwretd    1.868253
SMB      -0.000671
HML       0.014188
dtype: float64, 82191: const    -0.036512
vwretd    1.114417
SMB       0.008843
HML       0.011948
dtype: float64, 82192: const    -0.051119
vwretd    0.321826
SMB       0.011167
HML      -0.000807
dtype: float64, 82193: const    -0.004659
vwretd    0.963858
SMB      -0.003611
HML      -0.027041
dtype: float64, 82194: const    -0.029635
vwretd    1.820843
SMB       0.008884
HML       0.030482
dtype: float64, 82195: const    -0.030648
vwretd   -1.546187
SMB       0.007432
HML      -0.033055
dtype: float64, 82196: const    -0.001592
vwretd    1.526793
SMB       0.010985
HML       0.014812
dtype: float64, 82198: const     0.098425
vwretd   -1.613620
SMB       0.027048
HML      -0.006551
dtype: float64, 82199: const    -0.255091
vwretd    7.274682
SMB       0.044309
HML       0.077896
dtype: float64, 82200: const     0.043606
vwretd    1.010112
SMB       0.011071
HML      -0.037226
dtype: float64, 82201: const     0.002478
vwretd    1.976715
SMB       0.016987
HML      -0.006417
dtype: float64, 82202: const    -0.000345
vwretd    1.934554
SMB       0.006179
HML      -0.010906
dtype: float64, 82204: const     0.041965
vwretd    0.821581
SMB       0.002079
HML      -0.031714
dtype: float64, 82205: const    -0.048397
vwretd    1.047982
SMB       0.025594
HML      -0.009691
dtype: float64, 82206: const    -0.144059
vwretd    7.113362
SMB       0.004985
HML       0.067920
dtype: float64, 82207: const    -0.061088
vwretd    1.468591
SMB       0.031289
HML       0.003513
dtype: float64, 82209: const    -0.027966
vwretd    1.737928
SMB       0.036325
HML      -0.018377
dtype: float64, 82210: const    -0.133846
vwretd    1.693277
SMB       0.017650
HML       0.040070
dtype: float64, 82211: const     0.014818
vwretd    0.317066
SMB       0.004716
HML      -0.001368
dtype: float64, 82212: const     0.008779
vwretd    0.991869
SMB       0.013551
HML       0.008635
dtype: float64, 82213: const     0.001791
vwretd    0.839578
SMB       0.003657
HML       0.007830
dtype: float64, 82214: const     0.080137
vwretd   -1.445603
SMB       0.029762
HML      -0.020059
dtype: float64, 82215: const    -0.075976
vwretd    0.817281
SMB       0.027266
HML      -0.005777
dtype: float64, 82216: const    -0.039858
vwretd    0.963135
SMB       0.012049
HML       0.000109
dtype: float64, 82217: const    -0.003116
vwretd    1.207153
SMB       0.011532
HML       0.018636
dtype: float64, 82218: const     0.004303
vwretd   -0.219439
SMB       0.040456
HML      -0.015502
dtype: float64, 82219: const    -0.100058
vwretd   -2.294282
SMB      -0.019976
HML      -0.067852
dtype: float64, 82220: const     0.019535
vwretd    1.002659
SMB       0.011098
HML       0.011652
dtype: float64, 82221: const    -0.019041
vwretd    0.957879
SMB       0.004377
HML       0.008116
dtype: float64, 82222: const    -0.013762
vwretd    1.428116
SMB       0.005480
HML       0.006405
dtype: float64, 82223: const    -0.049407
vwretd    3.433059
SMB      -0.030823
HML      -0.026674
dtype: float64, 82224: const     0.024860
vwretd    1.259876
SMB       0.005441
HML       0.012096
dtype: float64, 82225: const      0.099329
vwretd   -14.936272
SMB        0.070123
HML        0.004162
dtype: float64, 82226: const    -0.056949
vwretd   -7.079726
SMB      -0.000371
HML      -0.083572
dtype: float64, 82227: const     0.021979
vwretd    0.882886
SMB       0.010254
HML      -0.019922
dtype: float64, 82228: const     0.000686
vwretd    1.538934
SMB       0.009621
HML       0.013974
dtype: float64, 82229: const     0.014789
vwretd    0.770635
SMB      -0.000028
HML      -0.044260
dtype: float64, 82230: const    -0.036511
vwretd    0.031081
SMB       0.025191
HML       0.006210
dtype: float64, 82231: const     0.028909
vwretd    0.468201
SMB       0.017812
HML       0.002358
dtype: float64, 82232: const     0.011633
vwretd    0.949643
SMB      -0.001238
HML       0.002491
dtype: float64, 82233: const     0.006854
vwretd    0.784262
SMB      -0.000840
HML       0.004608
dtype: float64, 82234: const    -0.002431
vwretd    0.851730
SMB       0.008709
HML       0.002548
dtype: float64, 82235: const    -0.003883
vwretd    2.212731
SMB       0.006213
HML       0.009406
dtype: float64, 82236: const    -0.030124
vwretd    1.677913
SMB       0.018792
HML       0.019923
dtype: float64, 82237: const    -0.017336
vwretd    0.604808
SMB      -0.001100
HML       0.006377
dtype: float64, 82238: const    -0.010519
vwretd    1.991300
SMB       0.010941
HML       0.008242
dtype: float64, 82241: const     0.002345
vwretd    1.946465
SMB      -0.000173
HML       0.000050
dtype: float64, 82242: const    -0.014452
vwretd    0.672764
SMB       0.007422
HML       0.006570
dtype: float64, 82243: const     0.014451
vwretd    0.713983
SMB       0.043143
HML       0.047392
dtype: float64, 82244: const    -0.014857
vwretd    1.358474
SMB       0.015585
HML       0.011902
dtype: float64, 82245: const    -0.026262
vwretd    0.847444
SMB       0.001866
HML       0.004818
dtype: float64, 82246: const    -0.014955
vwretd    0.228872
SMB      -0.000338
HML      -0.004520
dtype: float64, 82247: const    -0.112199
vwretd    2.814754
SMB       0.003999
HML       0.008154
dtype: float64, 82248: const     0.005126
vwretd    1.253077
SMB       0.036476
HML      -0.012968
dtype: float64, 82249: const    -0.040877
vwretd    3.056191
SMB       0.010657
HML       0.031687
dtype: float64, 82250: const     0.001022
vwretd    0.148621
SMB       0.014159
HML       0.002987
dtype: float64, 82251: const     0.005368
vwretd    0.382903
SMB      -0.000447
HML       0.002287
dtype: float64, 82252: const     0.116179
vwretd   -5.018919
SMB      -0.031200
HML      -0.099169
dtype: float64, 82253: const    -0.064000
vwretd    1.784343
SMB       0.003831
HML       0.011346
dtype: float64, 82254: const     0.043103
vwretd    0.602285
SMB       0.004260
HML      -0.013677
dtype: float64, 82255: const     0.015827
vwretd    1.935077
SMB       0.009811
HML      -0.008057
dtype: float64, 82256: const     0.074133
vwretd    0.419186
SMB       0.016430
HML      -0.009716
dtype: float64, 82257: const    -0.005278
vwretd    0.338690
SMB      -0.000194
HML       0.015362
dtype: float64, 82258: const    -0.020599
vwretd    0.628876
SMB       0.002746
HML      -0.028230
dtype: float64, 82259: const     0.008084
vwretd    1.673529
SMB       0.032155
HML       0.040116
dtype: float64, 82260: const     0.031765
vwretd    0.357830
SMB       0.003988
HML       0.001171
dtype: float64, 82261: const     0.006879
vwretd    1.123761
SMB       0.021030
HML      -0.010197
dtype: float64, 82262: const     0.015044
vwretd    1.109879
SMB       0.010453
HML       0.002228
dtype: float64, 82263: const     0.010014
vwretd    0.323897
SMB       0.003096
HML       0.007218
dtype: float64, 82264: const     0.004612
vwretd    0.962444
SMB       0.004584
HML       0.013402
dtype: float64, 82265: const     0.030471
vwretd    0.278056
SMB       0.019925
HML      -0.010677
dtype: float64, 82266: const    -0.007753
vwretd    1.786507
SMB       0.001735
HML       0.009126
dtype: float64, 82267: const    -0.008825
vwretd    3.875415
SMB       0.018051
HML       0.020766
dtype: float64, 82268: const     0.013517
vwretd    1.881693
SMB       0.057273
HML       0.040482
dtype: float64, 82269: const     0.014727
vwretd   -0.348314
SMB       0.001853
HML      -0.011200
dtype: float64, 82270: const    -0.215259
vwretd    3.259142
SMB       0.024984
HML       0.029087
dtype: float64, 82271: const    -0.006546
vwretd    0.545465
SMB       0.031995
HML      -0.004969
dtype: float64, 82272: const     0.001118
vwretd    0.897455
SMB       0.007432
HML       0.005217
dtype: float64, 82273: const     0.025437
vwretd   -0.099656
SMB       0.006203
HML       0.009035
dtype: float64, 82274: const     0.029908
vwretd   -1.351270
SMB       0.001644
HML      -0.039974
dtype: float64, 82275: const     0.009362
vwretd    2.529478
SMB      -0.000965
HML      -0.043914
dtype: float64, 82276: const     0.008100
vwretd    0.396747
SMB       0.003473
HML       0.004316
dtype: float64, 82277: const    -0.068348
vwretd    3.187579
SMB       0.036506
HML       0.045103
dtype: float64, 82278: const    -0.028193
vwretd    0.435360
SMB      -0.012623
HML      -0.017467
dtype: float64, 82279: const     0.004382
vwretd    0.306920
SMB       0.003817
HML       0.004167
dtype: float64, 82280: const     0.026585
vwretd    0.188818
SMB       0.011657
HML      -0.014803
dtype: float64, 82281: const     0.013568
vwretd    2.249632
SMB      -0.000075
HML      -0.004732
dtype: float64, 82282: const    -0.052185
vwretd    0.749125
SMB       0.000637
HML      -0.002753
dtype: float64, 82283: const     0.000528
vwretd    0.123531
SMB      -0.004001
HML      -0.007404
dtype: float64, 82285: const     0.024288
vwretd   -0.077116
SMB       0.008193
HML      -0.008190
dtype: float64, 82286: const    -0.004458
vwretd    0.622311
SMB      -0.003804
HML      -0.003774
dtype: float64, 82287: const     0.016844
vwretd    0.796912
SMB       0.016077
HML      -0.004005
dtype: float64, 82288: const    -0.022992
vwretd    4.620230
SMB      -0.003837
HML       0.011087
dtype: float64, 82289: const     0.017166
vwretd    0.389554
SMB       0.004991
HML      -0.005524
dtype: float64, 82290: const    -0.010941
vwretd   -0.005362
SMB       0.006299
HML      -0.002465
dtype: float64, 82291: const     0.044067
vwretd    2.153187
SMB       0.037991
HML       0.026740
dtype: float64, 82292: const     0.002791
vwretd    0.820543
SMB      -0.000494
HML       0.005788
dtype: float64, 82293: const     0.016263
vwretd    0.448318
SMB       0.012894
HML      -0.009277
dtype: float64, 82294: const     0.004806
vwretd    0.562994
SMB       0.006174
HML       0.010634
dtype: float64, 82295: const    -0.004422
vwretd    0.937777
SMB       0.001751
HML       0.009366
dtype: float64, 82296: const    -0.015502
vwretd    0.701420
SMB       0.003902
HML       0.004916
dtype: float64, 82297: const     0.006625
vwretd    0.484048
SMB       0.003065
HML       0.003496
dtype: float64, 82298: const    -0.008100
vwretd    1.265110
SMB       0.002277
HML       0.006385
dtype: float64, 82299: const     0.005963
vwretd    2.295746
SMB      -0.006153
HML       0.004944
dtype: float64, 82300: const     0.012847
vwretd    0.636060
SMB      -0.003632
HML      -0.006941
dtype: float64, 82301: const     0.006394
vwretd    1.498160
SMB      -0.001549
HML       0.002199
dtype: float64, 82303: const     0.006760
vwretd    0.549086
SMB      -0.002344
HML       0.006361
dtype: float64, 82304: const     0.017235
vwretd    0.839081
SMB       0.001271
HML      -0.017141
dtype: float64, 82305: const     0.002069
vwretd    0.363014
SMB       0.002085
HML       0.003111
dtype: float64, 82306: const     0.061042
vwretd    0.074735
SMB       0.007914
HML      -0.023633
dtype: float64, 82307: const     0.006658
vwretd    0.838507
SMB       0.002067
HML       0.003082
dtype: float64, 82308: const    -0.013780
vwretd    1.576984
SMB      -0.003365
HML       0.019418
dtype: float64, 82309: const     0.005744
vwretd    1.154765
SMB       0.004171
HML       0.005330
dtype: float64, 82310: const     0.002107
vwretd    0.556826
SMB       0.015257
HML       0.009599
dtype: float64, 82311: const     0.006504
vwretd    0.830797
SMB       0.003410
HML       0.003799
dtype: float64, 82326: const    -0.000469
vwretd    1.114667
SMB       0.015819
HML       0.007228
dtype: float64, 82334: const    -0.013168
vwretd    0.976035
SMB      -0.001534
HML       0.011211
dtype: float64, 82342: const    -0.007711
vwretd    0.002792
SMB      -0.000768
HML      -0.009533
dtype: float64, 82369: const     0.028680
vwretd    1.170250
SMB       0.003743
HML       0.023988
dtype: float64, 82377: const     0.040312
vwretd    0.802236
SMB       0.014158
HML      -0.014356
dtype: float64, 82393: const    -0.128803
vwretd    1.563896
SMB       0.010583
HML       0.010383
dtype: float64, 82406: const    -0.039429
vwretd    1.083119
SMB       0.027149
HML       0.017628
dtype: float64, 82422: const     0.010257
vwretd    0.234043
SMB       0.006419
HML       0.002456
dtype: float64, 82449: const    -0.004100
vwretd    0.751560
SMB       0.007154
HML       0.009169
dtype: float64, 82457: const    -0.113076
vwretd    1.477786
SMB       0.029185
HML       0.041238
dtype: float64, 82465: const     0.030889
vwretd    0.999367
SMB       0.013298
HML      -0.009064
dtype: float64, 82466: const    -0.017227
vwretd    0.946339
SMB       0.041655
HML       0.021292
dtype: float64, 82467: const    -0.001275
vwretd    1.777270
SMB       0.018301
HML       0.008904
dtype: float64, 82469: const     0.012841
vwretd    0.449879
SMB       0.006243
HML       0.004355
dtype: float64, 82470: const     0.001396
vwretd    1.053912
SMB       0.013640
HML       0.018374
dtype: float64, 82471: const     0.011400
vwretd    1.135713
SMB       0.009925
HML      -0.003811
dtype: float64, 82472: const     0.018234
vwretd    0.156773
SMB       0.007291
HML      -0.001354
dtype: float64, 82473: const     0.024985
vwretd    0.931225
SMB       0.011821
HML      -0.005449
dtype: float64, 82474: const    -0.014601
vwretd    0.939545
SMB       0.010860
HML       0.015394
dtype: float64, 82475: const     0.056756
vwretd   -5.598705
SMB      -0.044152
HML      -0.063475
dtype: float64, 82476: const    -0.058744
vwretd    1.515845
SMB       0.003240
HML       0.004559
dtype: float64, 82477: const     0.016265
vwretd    0.712824
SMB       0.002078
HML       0.007009
dtype: float64, 82478: const     0.004701
vwretd    0.460568
SMB       0.006416
HML       0.003396
dtype: float64, 82479: const    -0.013684
vwretd    0.634048
SMB       0.004142
HML       0.012812
dtype: float64, 82480: const     0.009861
vwretd    0.413443
SMB       0.003165
HML       0.006761
dtype: float64, 82481: const    -0.008732
vwretd    1.969385
SMB       0.020840
HML       0.007481
dtype: float64, 82482: const     0.013752
vwretd   -0.037959
SMB       0.022486
HML      -0.005892
dtype: float64, 82483: const    -0.000318
vwretd    0.800081
SMB       0.000247
HML       0.005808
dtype: float64, 82484: const     0.036344
vwretd    0.781910
SMB       0.032091
HML      -0.005659
dtype: float64, 82485: const     0.067368
vwretd    0.946455
SMB       0.014945
HML      -0.017898
dtype: float64, 82486: const     0.006978
vwretd    0.437333
SMB       0.001592
HML       0.000215
dtype: float64, 82487: const     0.013079
vwretd    2.126083
SMB       0.053989
HML       0.024712
dtype: float64, 82488: const    -0.009681
vwretd    2.205401
SMB       0.013221
HML      -0.001197
dtype: float64, 82489: const     0.037258
vwretd    0.945448
SMB       0.020727
HML      -0.009322
dtype: float64, 82490: const     0.072033
vwretd   -2.485382
SMB      -0.055787
HML      -0.131713
dtype: float64, 82491: const    -0.009323
vwretd    0.342797
SMB       0.001864
HML      -0.000326
dtype: float64, 82492: const    -0.023311
vwretd    1.668262
SMB       0.011221
HML       0.010724
dtype: float64, 82493: const    -0.015237
vwretd    1.667784
SMB       0.008631
HML       0.001968
dtype: float64, 82494: const    -0.020994
vwretd    0.338265
SMB       0.010731
HML      -0.013736
dtype: float64, 82495: const     0.026124
vwretd   -0.096369
SMB       0.005259
HML      -0.030079
dtype: float64, 82496: const     0.022230
vwretd    0.284572
SMB       0.003265
HML       0.011784
dtype: float64, 82497: const     0.005658
vwretd    0.127123
SMB      -0.000345
HML       0.003216
dtype: float64, 82498: const    -0.047015
vwretd    0.230878
SMB       0.000469
HML      -0.002937
dtype: float64, 82499: const     0.002556
vwretd    1.617463
SMB       0.004184
HML       0.008472
dtype: float64, 82500: const    -0.097897
vwretd    3.576214
SMB       0.023845
HML       0.042143
dtype: float64, 82501: const    -0.017102
vwretd    0.969708
SMB       0.008412
HML       0.019408
dtype: float64, 82502: const     0.007610
vwretd    1.025509
SMB       0.003353
HML      -0.006825
dtype: float64, 82503: const     0.005015
vwretd    0.465654
SMB       0.004200
HML       0.003551
dtype: float64, 82504: const     0.002327
vwretd    1.545271
SMB       0.007454
HML       0.004651
dtype: float64, 82505: const    -0.019922
vwretd    2.508798
SMB       0.005715
HML      -0.010893
dtype: float64, 82506: const     0.011685
vwretd    0.525207
SMB       0.003862
HML       0.000692
dtype: float64, 82507: const     0.005810
vwretd    0.857260
SMB       0.002894
HML       0.005276
dtype: float64, 82508: const     0.010901
vwretd    0.848251
SMB       0.021346
HML      -0.009779
dtype: float64, 82509: const    -0.005224
vwretd    1.817752
SMB       0.006066
HML       0.011226
dtype: float64, 82510: const     0.033964
vwretd    0.858841
SMB       0.011584
HML      -0.013368
dtype: float64, 82511: const     0.001753
vwretd    0.859054
SMB       0.003605
HML      -0.001524
dtype: float64, 82512: const     0.010813
vwretd    0.162271
SMB      -0.000492
HML       0.003689
dtype: float64, 82513: const     0.024572
vwretd    1.102101
SMB       0.015626
HML      -0.010963
dtype: float64, 82514: const    -0.029392
vwretd    0.865965
SMB       0.001028
HML      -0.001928
dtype: float64, 82515: const     0.013775
vwretd    0.878513
SMB       0.003373
HML       0.003935
dtype: float64, 82516: const    -0.128254
vwretd   -0.004260
SMB       0.084352
HML       0.083167
dtype: float64, 82517: const    -0.005090
vwretd    1.292851
SMB      -0.004034
HML      -0.001603
dtype: float64, 82518: const     0.013690
vwretd    1.052080
SMB       0.014461
HML       0.009429
dtype: float64, 82520: const     0.003228
vwretd    0.020543
SMB      -0.002550
HML      -0.028590
dtype: float64, 82521: const    -0.004339
vwretd    1.635489
SMB       0.005124
HML      -0.006736
dtype: float64, 82522: const     0.015972
vwretd    2.583510
SMB       0.024244
HML       0.002106
dtype: float64, 82523: const     0.002534
vwretd    1.348911
SMB       0.007166
HML       0.009694
dtype: float64, 82524: const     0.020342
vwretd    0.759229
SMB       0.017441
HML       0.007720
dtype: float64, 82525: const    -0.016916
vwretd   -0.633674
SMB       0.008702
HML      -0.027280
dtype: float64, 82526: const    -0.014191
vwretd    1.469377
SMB       0.014360
HML      -0.004188
dtype: float64, 82527: const    -0.029031
vwretd   -0.001022
SMB      -0.011449
HML      -0.009914
dtype: float64, 82528: const    -0.356936
vwretd    3.150283
SMB       0.026625
HML       0.036515
dtype: float64, 82529: const    -0.047215
vwretd    2.150816
SMB      -0.021069
HML       0.008028
dtype: float64, 82530: const    -0.028126
vwretd    1.379356
SMB       0.016119
HML      -0.013720
dtype: float64, 82531: const     0.139026
vwretd   -0.729534
SMB      -0.034568
HML      -0.063803
dtype: float64, 82532: const     0.000295
vwretd    0.661739
SMB       0.003688
HML       0.008539
dtype: float64, 82533: const     0.002348
vwretd    0.741890
SMB       0.001585
HML      -0.005803
dtype: float64, 82534: const    -0.054242
vwretd   -0.154237
SMB      -0.001061
HML      -0.010987
dtype: float64, 82535: const     0.013225
vwretd    2.061354
SMB       0.011520
HML      -0.007163
dtype: float64, 82536: const     0.012637
vwretd    0.952777
SMB       0.014844
HML      -0.004799
dtype: float64, 82537: const     0.057432
vwretd    1.404577
SMB      -0.008163
HML      -0.035507
dtype: float64, 82538: const    -0.050132
vwretd   -0.129688
SMB       0.012977
HML      -0.010906
dtype: float64, 82539: const     0.004213
vwretd    0.960489
SMB       0.015394
HML       0.013118
dtype: float64, 82540: const    -0.011289
vwretd    1.391035
SMB       0.006171
HML       0.007683
dtype: float64, 82541: const    -0.002262
vwretd    1.108303
SMB       0.015068
HML      -0.000966
dtype: float64, 82542: const     0.010706
vwretd    0.746498
SMB       0.003613
HML       0.002567
dtype: float64, 82543: const     0.000430
vwretd    2.111378
SMB       0.009996
HML       0.006070
dtype: float64, 82544: const     0.018530
vwretd    0.763818
SMB       0.014696
HML       0.000492
dtype: float64, 82546: const     0.012245
vwretd    1.232124
SMB       0.006986
HML      -0.008922
dtype: float64, 82547: const     0.008348
vwretd    2.084500
SMB       0.012311
HML      -0.003957
dtype: float64, 82548: const    -0.002031
vwretd    1.221117
SMB       0.012153
HML       0.012509
dtype: float64, 82549: const     0.021154
vwretd    1.444758
SMB       0.014654
HML      -0.004695
dtype: float64, 82550: const    -0.023126
vwretd    2.852366
SMB       0.015028
HML      -0.005384
dtype: float64, 82551: const     0.009392
vwretd    1.244806
SMB       0.009150
HML      -0.007134
dtype: float64, 82552: const     0.017182
vwretd    1.153715
SMB       0.001721
HML       0.002640
dtype: float64, 82554: const    -0.006616
vwretd    1.682698
SMB       0.006689
HML       0.013719
dtype: float64, 82555: const     0.005389
vwretd    1.570974
SMB       0.014063
HML      -0.005200
dtype: float64, 82556: const    -0.049744
vwretd    1.262062
SMB       0.015392
HML       0.002317
dtype: float64, 82557: const     0.024983
vwretd    0.605017
SMB       0.007327
HML      -0.012495
dtype: float64, 82558: const     0.007949
vwretd    0.471096
SMB      -0.000386
HML      -0.002449
dtype: float64, 82559: const    -0.030199
vwretd    2.905302
SMB       0.025834
HML       0.015800
dtype: float64, 82560: const     0.025815
vwretd    1.686144
SMB       0.017705
HML      -0.028174
dtype: float64, 82561: const    -0.022399
vwretd    0.642379
SMB       0.014725
HML       0.010981
dtype: float64, 82562: const     0.030592
vwretd    1.789275
SMB       0.000109
HML      -0.020968
dtype: float64, 82563: const    -0.016116
vwretd    1.884513
SMB      -0.030194
HML      -0.014479
dtype: float64, 82564: const    -0.017482
vwretd    2.502011
SMB       0.017451
HML       0.008045
dtype: float64, 82565: const     0.018244
vwretd    0.602532
SMB       0.010279
HML       0.012463
dtype: float64, 82566: const    -0.023245
vwretd    2.507873
SMB       0.007164
HML       0.019335
dtype: float64, 82567: const     0.000752
vwretd    1.229444
SMB       0.014310
HML      -0.002122
dtype: float64, 82568: const    -0.058339
vwretd    1.461580
SMB       0.011837
HML       0.024782
dtype: float64, 82569: const    -0.018434
vwretd   -1.205314
SMB       0.021454
HML      -0.016539
dtype: float64, 82570: const    -0.145805
vwretd    1.534539
SMB      -0.009666
HML      -0.012663
dtype: float64, 82571: const     0.000161
vwretd    1.126853
SMB       0.005523
HML       0.010562
dtype: float64, 82572: const     0.027452
vwretd    0.174827
SMB       0.022256
HML      -0.005867
dtype: float64, 82573: const     0.002093
vwretd    0.721413
SMB       0.007532
HML       0.009062
dtype: float64, 82574: const    -0.187854
vwretd    4.311865
SMB       0.018117
HML       0.058730
dtype: float64, 82575: const    -0.003202
vwretd    1.166719
SMB       0.005468
HML       0.014120
dtype: float64, 82576: const     0.019860
vwretd    1.320320
SMB       0.018842
HML       0.017507
dtype: float64, 82577: const     0.005513
vwretd    2.249106
SMB      -0.009864
HML      -0.031226
dtype: float64, 82578: const     0.063769
vwretd    1.759121
SMB       0.004634
HML      -0.066207
dtype: float64, 82579: const    -0.068995
vwretd    0.780744
SMB       0.009147
HML      -0.002665
dtype: float64, 82580: const     0.088076
vwretd   -1.003431
SMB       0.010583
HML      -0.000590
dtype: float64, 82581: const     0.005791
vwretd    0.643450
SMB       0.003024
HML       0.003092
dtype: float64, 82582: const    -0.033278
vwretd    1.316892
SMB       0.004779
HML      -0.003871
dtype: float64, 82583: const     0.000562
vwretd    1.282145
SMB       0.007571
HML       0.004806
dtype: float64, 82584: const     0.012203
vwretd    1.530141
SMB      -0.002500
HML       0.009274
dtype: float64, 82585: const     0.017992
vwretd    1.222166
SMB       0.027831
HML      -0.014489
dtype: float64, 82586: const    -0.246914
vwretd    2.559742
SMB       0.007841
HML       0.029332
dtype: float64, 82587: const     0.003165
vwretd    0.853886
SMB       0.014240
HML       0.001528
dtype: float64, 82588: const    -0.038851
vwretd    0.359710
SMB       0.006998
HML      -0.000468
dtype: float64, 82589: const    -0.000314
vwretd    1.526478
SMB      -0.019795
HML      -0.033912
dtype: float64, 82590: const    -0.008828
vwretd    1.236180
SMB       0.006704
HML       0.019772
dtype: float64, 82591: const    -0.027082
vwretd    0.781486
SMB       0.011811
HML       0.008095
dtype: float64, 82592: const    -0.020755
vwretd   -0.269782
SMB      -0.002038
HML      -0.034412
dtype: float64, 82593: const     0.004385
vwretd   -0.298117
SMB      -0.000619
HML      -0.011321
dtype: float64, 82594: const     -0.770634
vwretd    39.873067
SMB        0.014535
HML        0.509371
dtype: float64, 82595: const    -0.067078
vwretd   -2.296326
SMB      -0.039612
HML      -0.070912
dtype: float64, 82596: const    -0.023262
vwretd    0.084288
SMB       0.011632
HML      -0.009545
dtype: float64, 82597: const     0.038207
vwretd    0.145430
SMB       0.007017
HML      -0.009413
dtype: float64, 82598: const     0.011734
vwretd    1.612457
SMB       0.014311
HML      -0.007843
dtype: float64, 82599: const     0.000712
vwretd    0.770496
SMB       0.009019
HML       0.008167
dtype: float64, 82600: const    -0.139360
vwretd   -0.150869
SMB       0.063128
HML       0.040509
dtype: float64, 82601: const    -0.129159
vwretd   -0.828497
SMB      -0.079119
HML      -0.044227
dtype: float64, 82602: const    -0.036595
vwretd    1.267785
SMB       0.017136
HML       0.002872
dtype: float64, 82603: const     0.017409
vwretd    1.271337
SMB       0.008458
HML      -0.006271
dtype: float64, 82604: const     0.026198
vwretd    1.496233
SMB       0.018764
HML       0.002063
dtype: float64, 82605: const     0.013057
vwretd    1.572833
SMB       0.008087
HML      -0.006910
dtype: float64, 82606: const     0.014676
vwretd    0.900123
SMB       0.002363
HML       0.000713
dtype: float64, 82607: const     0.009361
vwretd    0.924890
SMB       0.008423
HML      -0.002987
dtype: float64, 82608: const    -0.094753
vwretd    1.290877
SMB       0.041103
HML      -0.023337
dtype: float64, 82609: const    -0.006334
vwretd   -0.128276
SMB       0.009982
HML       0.002169
dtype: float64, 82610: const    -0.014578
vwretd    3.087238
SMB       0.032458
HML       0.030520
dtype: float64, 82611: const    -0.010053
vwretd    2.233101
SMB       0.010728
HML       0.017289
dtype: float64, 82612: const     0.079192
vwretd   -0.323140
SMB      -0.009088
HML      -0.032756
dtype: float64, 82613: const     0.015310
vwretd    2.203502
SMB       0.015755
HML      -0.010518
dtype: float64, 82614: const     0.008565
vwretd    0.776341
SMB       0.014145
HML      -0.002740
dtype: float64, 82615: const    -0.037367
vwretd    1.019835
SMB       0.001791
HML       0.008934
dtype: float64, 82616: const     0.051310
vwretd    0.752758
SMB       0.005829
HML      -0.025992
dtype: float64, 82617: const    -0.126831
vwretd    0.001428
SMB       0.013125
HML      -0.004171
dtype: float64, 82618: const     0.019486
vwretd    2.087155
SMB       0.005772
HML      -0.007971
dtype: float64, 82619: const     0.012637
vwretd    2.048885
SMB       0.012591
HML      -0.012754
dtype: float64, 82620: const    -0.026805
vwretd    1.838833
SMB       0.000538
HML      -0.020098
dtype: float64, 82621: const     0.017913
vwretd    0.923276
SMB       0.024074
HML      -0.002369
dtype: float64, 82622: const    -0.047903
vwretd    1.947098
SMB       0.032720
HML       0.038825
dtype: float64, 82623: const     0.004242
vwretd    1.868921
SMB       0.007229
HML       0.004815
dtype: float64, 82624: const    -0.000411
vwretd    1.085213
SMB       0.007140
HML       0.011061
dtype: float64, 82625: const    -0.025140
vwretd    1.210489
SMB       0.020171
HML       0.011620
dtype: float64, 82626: const    -0.063498
vwretd    2.488056
SMB       0.057399
HML       0.031467
dtype: float64, 82627: const    -0.017892
vwretd    0.525571
SMB       0.020805
HML       0.006435
dtype: float64, 82628: const     0.008109
vwretd    1.088978
SMB       0.022083
HML      -0.018302
dtype: float64, 82631: const    -0.005927
vwretd    0.797222
SMB       0.005222
HML       0.006260
dtype: float64, 82632: const     0.003940
vwretd    1.338216
SMB       0.003016
HML       0.001369
dtype: float64, 82633: const    -0.091808
vwretd    0.209487
SMB       0.005376
HML       0.007387
dtype: float64, 82634: const     0.008974
vwretd    0.692661
SMB       0.003262
HML       0.002394
dtype: float64, 82635: const    -0.001805
vwretd    1.483763
SMB       0.009890
HML       0.014175
dtype: float64, 82637: const     0.000559
vwretd    0.862660
SMB       0.000586
HML       0.005590
dtype: float64, 82638: const     0.002271
vwretd    1.412106
SMB       0.009432
HML       0.010374
dtype: float64, 82639: const    -0.002261
vwretd    0.704525
SMB       0.008430
HML       0.007936
dtype: float64, 82640: const    -0.002176
vwretd    1.828020
SMB       0.006802
HML       0.003457
dtype: float64, 82641: const     0.005600
vwretd   -0.471080
SMB       0.001011
HML      -0.008907
dtype: float64, 82642: const     0.007011
vwretd    0.963083
SMB      -0.001943
HML       0.000238
dtype: float64, 82643: const     0.005069
vwretd    1.145119
SMB       0.006703
HML       0.000269
dtype: float64, 82644: const    -0.002198
vwretd    0.388680
SMB       0.007118
HML       0.010399
dtype: float64, 82646: const     0.003211
vwretd    1.005973
SMB       0.002574
HML      -0.000516
dtype: float64, 82647: const    -0.001688
vwretd    0.747913
SMB      -0.004484
HML      -0.000624
dtype: float64, 82648: const    -0.000973
vwretd    1.334046
SMB       0.003679
HML       0.012476
dtype: float64, 82649: const     0.001842
vwretd    0.649728
SMB       0.006515
HML       0.007847
dtype: float64, 82650: const    -0.037265
vwretd    1.560732
SMB      -0.006664
HML      -0.009686
dtype: float64, 82651: const     0.010228
vwretd    0.892311
SMB       0.004018
HML      -0.003242
dtype: float64, 82652: const    -0.008202
vwretd    1.315041
SMB       0.002327
HML       0.002793
dtype: float64, 82653: const     0.007255
vwretd    0.595271
SMB       0.006260
HML      -0.005189
dtype: float64, 82654: const     0.004973
vwretd    0.991863
SMB      -0.001216
HML       0.006216
dtype: float64, 82655: const    -0.006972
vwretd    3.719320
SMB       0.040587
HML       0.039562
dtype: float64, 82656: const     0.003492
vwretd    1.472882
SMB       0.006270
HML       0.008154
dtype: float64, 82657: const    -0.172576
vwretd    4.967662
SMB       0.040854
HML       0.094116
dtype: float64, 82658: const     0.017255
vwretd    1.355345
SMB       0.008081
HML      -0.004620
dtype: float64, 82659: const     0.053597
vwretd    1.033075
SMB      -0.039858
HML      -0.036215
dtype: float64, 82661: const     0.010155
vwretd    3.321745
SMB       0.011716
HML       0.012521
dtype: float64, 82662: const    -0.079875
vwretd    1.699040
SMB      -0.005208
HML      -0.021512
dtype: float64, 82663: const    -0.027807
vwretd    3.337207
SMB       0.002203
HML       0.014773
dtype: float64, 82664: const     0.003426
vwretd    1.554867
SMB       0.013349
HML      -0.003012
dtype: float64, 82665: const     0.006355
vwretd    0.693774
SMB       0.000060
HML       0.005578
dtype: float64, 82666: const     0.030652
vwretd    0.038095
SMB       0.011806
HML      -0.010908
dtype: float64, 82667: const     0.007492
vwretd    0.359802
SMB       0.023013
HML      -0.020057
dtype: float64, 82668: const    -0.013271
vwretd    1.375576
SMB       0.009782
HML       0.004063
dtype: float64, 82669: const    -0.001671
vwretd    0.977250
SMB       0.012382
HML      -0.022867
dtype: float64, 82670: const     0.013478
vwretd    0.857983
SMB       0.021154
HML      -0.010424
dtype: float64, 82671: const    -0.039091
vwretd    0.650143
SMB       0.007404
HML       0.001729
dtype: float64, 82672: const    -0.009561
vwretd    0.929895
SMB       0.013245
HML       0.000626
dtype: float64, 82673: const     0.020811
vwretd    1.627824
SMB       0.010119
HML       0.003483
dtype: float64, 82675: const    -0.017045
vwretd    0.683343
SMB       0.007104
HML       0.004821
dtype: float64, 82676: const    -0.114980
vwretd    3.277492
SMB       0.022425
HML       0.023580
dtype: float64, 82677: const    -0.016917
vwretd    2.279417
SMB      -0.022104
HML      -0.029359
dtype: float64, 82678: const    -0.035927
vwretd    1.903882
SMB       0.009306
HML      -0.015073
dtype: float64, 82679: const     0.056461
vwretd    1.310139
SMB       0.026748
HML      -0.020772
dtype: float64, 82680: const     0.013528
vwretd    0.412747
SMB       0.002058
HML       0.001205
dtype: float64, 82681: const     0.019140
vwretd    1.063009
SMB       0.010257
HML      -0.010756
dtype: float64, 82682: const    -0.116143
vwretd    1.723098
SMB       0.029748
HML       0.042675
dtype: float64, 82683: const     0.009978
vwretd    0.217216
SMB       0.004544
HML       0.002387
dtype: float64, 82684: const    -0.006975
vwretd    0.602040
SMB       0.019793
HML      -0.012914
dtype: float64, 82685: const     0.011798
vwretd    0.536613
SMB       0.010540
HML      -0.002551
dtype: float64, 82686: const     0.015405
vwretd    1.104449
SMB       0.007482
HML      -0.008935
dtype: float64, 82687: const    -0.103438
vwretd    1.266005
SMB      -0.005437
HML      -0.014631
dtype: float64, 82688: const    -0.004782
vwretd    1.003980
SMB      -0.001527
HML      -0.004912
dtype: float64, 82689: const    -0.016718
vwretd    0.874939
SMB       0.007448
HML       0.010696
dtype: float64, 82690: const    -0.014831
vwretd    0.719670
SMB       0.001425
HML       0.003255
dtype: float64, 82691: const    -0.121329
vwretd    3.793047
SMB      -0.034420
HML      -0.046518
dtype: float64, 82693: const     0.040410
vwretd    2.239211
SMB       0.017758
HML      -0.023624
dtype: float64, 82694: const     0.006123
vwretd    1.074909
SMB       0.007232
HML       0.005813
dtype: float64, 82695: const    -0.005123
vwretd    0.072383
SMB       0.010594
HML      -0.010910
dtype: float64, 82696: const     0.034621
vwretd    0.654140
SMB      -0.018195
HML      -0.017727
dtype: float64, 82697: const     0.012871
vwretd    1.138966
SMB       0.007689
HML      -0.000843
dtype: float64, 82698: const     0.081681
vwretd   -0.116600
SMB       0.049949
HML      -0.003342
dtype: float64, 82699: const     0.002898
vwretd    1.012887
SMB       0.013470
HML       0.013557
dtype: float64, 82700: const    -0.004042
vwretd    0.932374
SMB       0.010620
HML      -0.013547
dtype: float64, 82701: const    -0.008432
vwretd    1.879921
SMB       0.020819
HML       0.010338
dtype: float64, 82702: const    -0.000907
vwretd    1.152232
SMB       0.003161
HML       0.002483
dtype: float64, 82703: const    -0.013829
vwretd    0.986778
SMB       0.000510
HML      -0.011488
dtype: float64, 82704: const    -0.028214
vwretd    1.737252
SMB       0.015434
HML       0.002657
dtype: float64, 82705: const    -0.001537
vwretd    1.037980
SMB       0.003647
HML       0.004775
dtype: float64, 82706: const     0.012716
vwretd    0.865221
SMB       0.011551
HML       0.004696
dtype: float64, 82707: const    -0.044805
vwretd    1.678871
SMB       0.010924
HML       0.003644
dtype: float64, 82708: const    -0.013411
vwretd    0.359969
SMB      -0.000007
HML       0.004656
dtype: float64, 82709: const     0.011132
vwretd    0.941893
SMB       0.012814
HML       0.018338
dtype: float64, 82710: const    -0.007046
vwretd    0.533484
SMB       0.004120
HML       0.004323
dtype: float64, 82711: const    -0.018708
vwretd   -4.993814
SMB      -0.013110
HML      -0.098962
dtype: float64, 82712: const     0.030693
vwretd   -0.702358
SMB       0.004592
HML      -0.035612
dtype: float64, 82713: const    -0.010560
vwretd    2.446329
SMB       0.027122
HML      -0.013590
dtype: float64, 82714: const     0.000728
vwretd    0.459654
SMB       0.001246
HML       0.004736
dtype: float64, 82715: const    -0.061876
vwretd   -0.565990
SMB      -0.014441
HML      -0.015195
dtype: float64, 82716: const    -0.201384
vwretd    3.540063
SMB       0.033125
HML       0.078523
dtype: float64, 82717: const     0.010470
vwretd    0.427522
SMB       0.008985
HML       0.000003
dtype: float64, 82718: const     0.039468
vwretd    1.108958
SMB       0.035784
HML       0.015016
dtype: float64, 82719: const     0.012552
vwretd    2.279226
SMB       0.020037
HML      -0.004935
dtype: float64, 82720: const    -0.006929
vwretd    1.251344
SMB      -0.002117
HML      -0.006942
dtype: float64, 82721: const     0.010134
vwretd    0.790744
SMB       0.017054
HML       0.004965
dtype: float64, 82722: const     0.013929
vwretd    1.535768
SMB       0.010885
HML       0.000239
dtype: float64, 82723: const     0.003676
vwretd    1.237896
SMB       0.026782
HML      -0.005375
dtype: float64, 82724: const     0.022356
vwretd    0.697990
SMB       0.003774
HML      -0.009913
dtype: float64, 82725: const    -0.005292
vwretd    0.740157
SMB      -0.003434
HML       0.003705
dtype: float64, 82726: const    -0.035302
vwretd   -0.270809
SMB       0.018237
HML       0.000435
dtype: float64, 82727: const     0.008678
vwretd    2.164927
SMB       0.024675
HML      -0.004111
dtype: float64, 82729: const    -0.069043
vwretd    0.075875
SMB       0.012372
HML      -0.002920
dtype: float64, 82730: const     0.000831
vwretd    1.014779
SMB       0.011319
HML       0.002079
dtype: float64, 82731: const     0.125152
vwretd   -1.486633
SMB       0.017925
HML      -0.065268
dtype: float64, 82732: const     0.039483
vwretd    1.308983
SMB       0.039292
HML       0.008420
dtype: float64, 82733: const     0.011397
vwretd    0.682210
SMB       0.006888
HML       0.006303
dtype: float64, 82734: const     0.006050
vwretd    0.782358
SMB       0.024401
HML      -0.009354
dtype: float64, 82735: const     0.017181
vwretd    0.434699
SMB       0.013096
HML       0.006822
dtype: float64, 82736: const     0.063036
vwretd   -0.012659
SMB       0.008410
HML      -0.028716
dtype: float64, 82737: const     0.000123
vwretd    1.179426
SMB       0.003374
HML      -0.001556
dtype: float64, 82738: const     0.012821
vwretd    1.514436
SMB       0.015851
HML      -0.002868
dtype: float64, 82739: const    -0.048263
vwretd    1.795935
SMB      -0.003963
HML       0.006560
dtype: float64, 82740: const     0.003848
vwretd   -0.471413
SMB       0.012159
HML       0.007492
dtype: float64, 82741: const     0.052367
vwretd   -2.001407
SMB       0.023424
HML      -0.012039
dtype: float64, 82743: const     0.006985
vwretd    0.403754
SMB       0.003374
HML       0.001039
dtype: float64, 82744: const    -0.025155
vwretd    0.117408
SMB       0.011758
HML      -0.017310
dtype: float64, 82745: const     0.014370
vwretd    0.252964
SMB       0.007236
HML      -0.016614
dtype: float64, 82746: const     0.009977
vwretd    0.679584
SMB       0.018042
HML      -0.003950
dtype: float64, 82747: const    -0.006464
vwretd    0.693462
SMB       0.004590
HML       0.000377
dtype: float64, 82748: const     0.029867
vwretd   -0.342412
SMB       0.074448
HML      -0.013421
dtype: float64, 82749: const    -0.072651
vwretd    3.660765
SMB       0.059425
HML       0.054870
dtype: float64, 82750: const    -0.004490
vwretd    3.027522
SMB       0.010432
HML      -0.012232
dtype: float64, 82751: const    -0.005272
vwretd    1.144635
SMB       0.000497
HML       0.009149
dtype: float64, 82752: const    -0.005154
vwretd    1.558480
SMB       0.004114
HML       0.008746
dtype: float64, 82753: const     0.041188
vwretd    0.165541
SMB       0.023694
HML      -0.013941
dtype: float64, 82754: const     0.060010
vwretd   -0.785767
SMB       0.013392
HML      -0.022214
dtype: float64, 82755: const     0.012176
vwretd    0.692954
SMB       0.013842
HML      -0.013033
dtype: float64, 82757: const    -0.082947
vwretd    0.184746
SMB       0.024727
HML      -0.003344
dtype: float64, 82758: const     0.027626
vwretd    3.586695
SMB       0.025464
HML       0.009870
dtype: float64, 82759: const     0.017414
vwretd    1.673662
SMB       0.013601
HML      -0.014196
dtype: float64, 82760: const    -0.020523
vwretd    1.179303
SMB      -0.003452
HML      -0.015575
dtype: float64, 82761: const    -0.203178
vwretd    1.709401
SMB       0.011807
HML       0.017238
dtype: float64, 82762: const    -0.002208
vwretd    0.773594
SMB       0.023259
HML      -0.003326
dtype: float64, 82763: const     0.010768
vwretd    0.162011
SMB       0.001776
HML      -0.002337
dtype: float64, 82764: const     0.013511
vwretd    0.532090
SMB       0.009470
HML       0.000495
dtype: float64, 82765: const    -0.047241
vwretd    0.085917
SMB       0.015353
HML      -0.008124
dtype: float64, 82766: const     0.010384
vwretd    2.000158
SMB       0.006129
HML      -0.014763
dtype: float64, 82767: const    -0.035157
vwretd    1.269113
SMB       0.013972
HML       0.014757
dtype: float64, 82768: const    -0.001542
vwretd    0.862989
SMB       0.008126
HML      -0.003555
dtype: float64, 82769: const     0.029054
vwretd    0.232635
SMB       0.019836
HML       0.007949
dtype: float64, 82770: const    -0.018940
vwretd    1.313938
SMB       0.008729
HML       0.007908
dtype: float64, 82771: const    -0.006074
vwretd    0.973569
SMB       0.007615
HML       0.013654
dtype: float64, 82772: const     0.015980
vwretd    0.596651
SMB       0.009553
HML       0.002817
dtype: float64, 82773: const    -0.044487
vwretd    2.330137
SMB       0.022525
HML       0.034820
dtype: float64, 82774: const     0.031737
vwretd    0.665733
SMB       0.015050
HML       0.006987
dtype: float64, 82775: const    -0.001537
vwretd    1.683375
SMB      -0.005046
HML       0.012654
dtype: float64, 82776: const    -0.010465
vwretd    0.935192
SMB       0.000414
HML       0.006039
dtype: float64, 82777: const     0.002912
vwretd    1.033359
SMB       0.004828
HML       0.005352
dtype: float64, 82779: const     0.015007
vwretd    1.422231
SMB       0.009758
HML      -0.008916
dtype: float64, 82780: const    -0.002225
vwretd    1.317370
SMB       0.004865
HML       0.005838
dtype: float64, 82781: const     0.005297
vwretd    0.418605
SMB      -0.000627
HML      -0.000429
dtype: float64, 82782: const    -0.024007
vwretd    1.283458
SMB       0.005194
HML       0.017779
dtype: float64, 82783: const    -0.052151
vwretd    5.874527
SMB       0.009194
HML      -0.028243
dtype: float64, 82784: const    -0.017405
vwretd    0.877144
SMB       0.000538
HML       0.010510
dtype: float64, 82791: const    -0.113878
vwretd    2.413749
SMB      -0.003124
HML       0.022377
dtype: float64, 82792: const    -0.036143
vwretd    1.271935
SMB       0.006540
HML       0.005974
dtype: float64, 82793: const     0.003131
vwretd    0.408301
SMB       0.008778
HML       0.009264
dtype: float64, 82794: const     0.029097
vwretd   -0.337926
SMB       0.006205
HML      -0.006596
dtype: float64, 82795: const    -0.050848
vwretd    1.024698
SMB       0.005824
HML       0.006958
dtype: float64, 82797: const    -0.011671
vwretd    1.435097
SMB       0.024882
HML       0.011880
dtype: float64, 82799: const    -0.006173
vwretd    0.819208
SMB      -0.001554
HML      -0.006005
dtype: float64, 82800: const     0.010198
vwretd    1.126503
SMB       0.002640
HML       0.004134
dtype: float64, 82801: const     0.014498
vwretd    0.728434
SMB       0.005913
HML       0.006593
dtype: float64, 82802: const     0.005764
vwretd    0.306606
SMB       0.006298
HML       0.003315
dtype: float64, 82803: const     0.003255
vwretd    0.994407
SMB       0.002459
HML       0.005526
dtype: float64, 82804: const     0.041805
vwretd    0.921982
SMB       0.021264
HML       0.008540
dtype: float64, 82805: const     0.002093
vwretd    1.079145
SMB       0.010434
HML       0.005827
dtype: float64, 82806: const    -0.017925
vwretd    0.670317
SMB       0.007370
HML       0.007834
dtype: float64, 82807: const     0.032951
vwretd    1.747413
SMB       0.026452
HML       0.015899
dtype: float64, 82808: const     0.085066
vwretd   -2.053675
SMB      -0.002539
HML      -0.057508
dtype: float64, 82809: const     0.002478
vwretd    0.572035
SMB       0.004250
HML       0.007864
dtype: float64, 82810: const     0.049186
vwretd    1.228199
SMB       0.008295
HML      -0.039057
dtype: float64, 82811: const    -0.020636
vwretd    1.918028
SMB       0.015435
HML       0.017785
dtype: float64, 82812: const     0.002300
vwretd    0.516809
SMB       0.000676
HML       0.003726
dtype: float64, 82813: const    -0.013182
vwretd    0.692039
SMB       0.008341
HML       0.016667
dtype: float64, 82815: const    -0.069687
vwretd    0.897304
SMB       0.002593
HML      -0.012353
dtype: float64, 82816: const     0.013463
vwretd    0.448133
SMB      -0.003114
HML       0.000673
dtype: float64, 82817: const     0.018846
vwretd    0.318746
SMB       0.004020
HML      -0.020341
dtype: float64, 82818: const    -0.012735
vwretd    1.877725
SMB       0.018926
HML       0.009478
dtype: float64, 82819: const     0.006100
vwretd    2.364216
SMB       0.015640
HML       0.007844
dtype: float64, 82820: const     0.130953
vwretd   -0.151673
SMB       0.015409
HML      -0.051500
dtype: float64, 82821: const    -0.005511
vwretd    1.126994
SMB       0.004256
HML       0.006391
dtype: float64, 82822: const     0.020815
vwretd    0.268456
SMB       0.010739
HML       0.017174
dtype: float64, 82824: const    -0.010361
vwretd    1.247854
SMB       0.019112
HML       0.000327
dtype: float64, 82825: const     0.004823
vwretd    2.268983
SMB       0.011504
HML       0.012908
dtype: float64, 82826: const    -0.003114
vwretd    1.326942
SMB       0.001168
HML       0.004846
dtype: float64, 82827: const    -0.035276
vwretd    2.274300
SMB       0.004689
HML       0.016433
dtype: float64, 82828: const     0.004889
vwretd    1.010625
SMB       0.007630
HML      -0.002013
dtype: float64, 82829: const     0.028680
vwretd    0.999014
SMB      -0.000113
HML      -0.010619
dtype: float64, 82830: const     0.009365
vwretd    1.051350
SMB       0.007531
HML      -0.008862
dtype: float64, 82831: const    -0.009307
vwretd    2.098859
SMB       0.011776
HML      -0.004486
dtype: float64, 82832: const     0.028081
vwretd    1.483241
SMB       0.017962
HML      -0.027813
dtype: float64, 82833: const     0.012305
vwretd    1.090631
SMB       0.012222
HML      -0.006467
dtype: float64, 82834: const     0.062483
vwretd   -1.794279
SMB       0.033699
HML      -0.019377
dtype: float64, 82835: const    -0.081872
vwretd    1.758444
SMB       0.028946
HML       0.014092
dtype: float64, 82836: const    -0.001997
vwretd    0.455629
SMB       0.012203
HML      -0.006961
dtype: float64, 82837: const     0.012333
vwretd    0.557539
SMB       0.011913
HML       0.001282
dtype: float64, 82838: const     0.074415
vwretd   -0.701651
SMB       0.003205
HML      -0.000125
dtype: float64, 82839: const     0.007011
vwretd    1.199157
SMB      -0.001162
HML      -0.000881
dtype: float64, 82840: const    -0.000816
vwretd    0.378379
SMB       0.021428
HML      -0.020271
dtype: float64, 82841: const     0.029814
vwretd   -0.201898
SMB       0.019174
HML      -0.005459
dtype: float64, 82843: const     0.017839
vwretd    0.368273
SMB       0.006143
HML       0.003811
dtype: float64, 82844: const    -0.026671
vwretd    0.564682
SMB       0.054528
HML      -0.028428
dtype: float64, 82845: const    -0.027901
vwretd    0.637815
SMB       0.006631
HML       0.010174
dtype: float64, 82846: const    -0.025165
vwretd    2.013785
SMB       0.002316
HML       0.003726
dtype: float64, 82847: const     0.041073
vwretd    1.674161
SMB       0.028315
HML       0.025889
dtype: float64, 82848: const    -0.024032
vwretd    1.327451
SMB       0.025864
HML      -0.012208
dtype: float64, 82849: const    -0.020770
vwretd    1.449502
SMB       0.009745
HML       0.000055
dtype: float64, 82850: const    -0.004707
vwretd    0.207457
SMB       0.042573
HML       0.019625
dtype: float64, 82851: const    -0.011862
vwretd    1.053008
SMB       0.004149
HML      -0.002567
dtype: float64, 82852: const    -0.003156
vwretd    0.682635
SMB       0.002315
HML       0.000343
dtype: float64, 82853: const     0.001171
vwretd    0.312313
SMB       0.007785
HML       0.000803
dtype: float64, 82854: const    -0.001678
vwretd    0.367660
SMB       0.008641
HML       0.007207
dtype: float64, 82855: const     0.008369
vwretd    0.373666
SMB       0.000518
HML       0.003038
dtype: float64, 82856: const     0.022213
vwretd    0.387534
SMB       0.010062
HML       0.004736
dtype: float64, 82857: const    -0.014624
vwretd    1.220953
SMB      -0.000905
HML      -0.026935
dtype: float64, 82858: const     0.019957
vwretd    0.398566
SMB       0.006770
HML      -0.005311
dtype: float64, 82859: const    -0.006481
vwretd    1.550296
SMB       0.007281
HML       0.006447
dtype: float64, 82860: const     0.004636
vwretd    0.394108
SMB       0.001731
HML       0.001769
dtype: float64, 82861: const     0.010135
vwretd    0.325827
SMB       0.006400
HML       0.005449
dtype: float64, 82862: const    -0.005070
vwretd    1.386132
SMB       0.005525
HML      -0.000180
dtype: float64, 82863: const    -0.038983
vwretd    1.119149
SMB       0.000968
HML      -0.004243
dtype: float64, 82887: const     0.007699
vwretd    1.746226
SMB       0.021856
HML       0.036753
dtype: float64, 82895: const     0.006950
vwretd    1.405168
SMB       0.017135
HML       0.000757
dtype: float64, 82908: const    -0.020298
vwretd    0.884778
SMB       0.016576
HML       0.001424
dtype: float64, 82916: const     0.013355
vwretd    0.084385
SMB       0.015204
HML      -0.006158
dtype: float64, 82924: const     0.003669
vwretd    0.755185
SMB       0.002680
HML       0.002611
dtype: float64, 82932: const     0.004076
vwretd    0.719634
SMB       0.003509
HML       0.002418
dtype: float64, 82959: const    -0.000217
vwretd    1.270821
SMB       0.002744
HML       0.006226
dtype: float64, 82967: const     0.013653
vwretd    0.220397
SMB       0.003821
HML       0.001604
dtype: float64, 82975: const     0.007490
vwretd    0.222465
SMB       0.004688
HML       0.001688
dtype: float64, 82983: const     0.000031
vwretd    0.881795
SMB      -0.005106
HML      -0.002338
dtype: float64, 82991: const    -0.006597
vwretd    0.713325
SMB       0.006293
HML       0.006634
dtype: float64, 83003: const    -0.006824
vwretd    0.673125
SMB       0.043615
HML       0.010720
dtype: float64, 83011: const     0.007847
vwretd    1.365299
SMB       0.006574
HML       0.002725
dtype: float64, 83030: const    -0.002668
vwretd    0.918644
SMB       0.000575
HML       0.009220
dtype: float64, 83038: const    -0.010157
vwretd    1.449736
SMB       0.021514
HML       0.005088
dtype: float64, 83046: const    -0.003509
vwretd    1.231565
SMB       0.020471
HML       0.008265
dtype: float64, 83054: const    -0.027621
vwretd    0.534106
SMB       0.009855
HML       0.014035
dtype: float64, 83062: const    -0.010568
vwretd    1.042191
SMB       0.011211
HML      -0.003600
dtype: float64, 83089: const     0.001558
vwretd    0.941494
SMB       0.009922
HML       0.012797
dtype: float64, 83106: const     0.010513
vwretd    0.232829
SMB       0.000777
HML       0.003682
dtype: float64, 83107: const    -0.084028
vwretd    0.420688
SMB      -0.007787
HML      -0.002920
dtype: float64, 83108: const    -0.109163
vwretd    1.577859
SMB       0.025744
HML       0.014252
dtype: float64, 83109: const     0.018105
vwretd   -0.250060
SMB       0.005521
HML      -0.002723
dtype: float64, 83110: const    -0.026343
vwretd    1.390039
SMB      -0.031296
HML      -0.004436
dtype: float64, 83111: const     0.016316
vwretd    0.973877
SMB       0.016543
HML      -0.012434
dtype: float64, 83112: const     0.008273
vwretd    0.688020
SMB       0.005638
HML       0.007292
dtype: float64, 83113: const     0.012203
vwretd    1.043585
SMB       0.007672
HML      -0.003837
dtype: float64, 83114: const    -0.067381
vwretd    0.609859
SMB       0.009295
HML      -0.006832
dtype: float64, 83115: const     0.002842
vwretd    0.951825
SMB      -0.008560
HML       0.007644
dtype: float64, 83117: const    -0.040327
vwretd    0.277239
SMB       0.011669
HML       0.007728
dtype: float64, 83118: const    -0.087365
vwretd    4.495304
SMB      -0.049541
HML       0.028206
dtype: float64, 83119: const    -0.047566
vwretd    0.698219
SMB      -0.008943
HML      -0.010689
dtype: float64, 83120: const     0.000037
vwretd    1.269948
SMB       0.013859
HML       0.008895
dtype: float64, 83121: const     0.032779
vwretd    0.592478
SMB       0.009806
HML      -0.014858
dtype: float64, 83122: const    -0.060519
vwretd    2.677539
SMB       0.017136
HML       0.009171
dtype: float64, 83123: const     0.012254
vwretd    1.060678
SMB       0.014285
HML      -0.003182
dtype: float64, 83124: const     0.004455
vwretd    0.972049
SMB       0.004626
HML       0.001150
dtype: float64, 83125: const     0.004795
vwretd    0.703191
SMB      -0.000996
HML       0.006165
dtype: float64, 83126: const    -0.045947
vwretd    2.521749
SMB       0.022735
HML      -0.013200
dtype: float64, 83127: const     0.031842
vwretd    1.373493
SMB       0.045056
HML      -0.014226
dtype: float64, 83128: const    -0.054649
vwretd    2.460031
SMB       0.003840
HML      -0.007122
dtype: float64, 83129: const     0.038953
vwretd    0.311783
SMB      -0.000322
HML      -0.029963
dtype: float64, 83130: const     0.032570
vwretd    2.097607
SMB       0.005365
HML      -0.012358
dtype: float64, 83131: const     0.005608
vwretd    1.568040
SMB       0.008227
HML      -0.016434
dtype: float64, 83132: const     0.055093
vwretd   -1.878051
SMB      -0.016568
HML      -0.018586
dtype: float64, 83133: const     0.018631
vwretd    0.313322
SMB      -0.003499
HML      -0.035569
dtype: float64, 83134: const     0.023111
vwretd    0.806669
SMB       0.013661
HML      -0.001359
dtype: float64, 83135: const    -0.036470
vwretd    0.005488
SMB       0.035168
HML      -0.011379
dtype: float64, 83136: const     0.063925
vwretd    0.526511
SMB       0.018436
HML      -0.004447
dtype: float64, 83137: const     0.011239
vwretd    0.236720
SMB       0.002773
HML       0.006607
dtype: float64, 83138: const    -0.016615
vwretd    0.460797
SMB       0.002366
HML      -0.018001
dtype: float64, 83139: const    -0.040192
vwretd   -0.605975
SMB       0.032811
HML       0.015961
dtype: float64, 83140: const    -0.039691
vwretd    1.906205
SMB       0.025415
HML       0.007875
dtype: float64, 83141: const     0.009419
vwretd    1.219454
SMB       0.009115
HML       0.017124
dtype: float64, 83142: const    -0.001111
vwretd    1.480722
SMB       0.011882
HML       0.009939
dtype: float64, 83143: const     0.007037
vwretd    0.764989
SMB       0.000100
HML       0.002563
dtype: float64, 83144: const    -0.058028
vwretd    0.749025
SMB       0.000452
HML      -0.055318
dtype: float64, 83145: const     0.000691
vwretd    1.180845
SMB       0.011448
HML       0.002504
dtype: float64, 83146: const    -0.013949
vwretd    1.911255
SMB       0.001389
HML      -0.010139
dtype: float64, 83147: const    -0.175815
vwretd    8.008669
SMB       0.123113
HML       0.061218
dtype: float64, 83148: const    -0.001524
vwretd    0.895743
SMB       0.004909
HML       0.001288
dtype: float64, 83149: const     0.009662
vwretd    1.597771
SMB       0.025060
HML      -0.011918
dtype: float64, 83150: const    -0.098637
vwretd    1.694820
SMB       0.007439
HML       0.003460
dtype: float64, 83151: const    -0.004296
vwretd    0.741669
SMB       0.018862
HML      -0.004243
dtype: float64, 83152: const    -0.005022
vwretd    1.266589
SMB       0.012171
HML       0.002473
dtype: float64, 83153: const     0.036946
vwretd    0.365334
SMB       0.011181
HML       0.003095
dtype: float64, 83154: const     0.048800
vwretd   -0.703476
SMB       0.041782
HML      -0.002866
dtype: float64, 83155: const     0.005341
vwretd    0.173033
SMB       0.000677
HML       0.001557
dtype: float64, 83156: const    -0.042056
vwretd    0.253918
SMB       0.010583
HML      -0.025694
dtype: float64, 83157: const     0.046326
vwretd    0.274152
SMB       0.007932
HML      -0.045640
dtype: float64, 83158: const    -0.229238
vwretd    4.875306
SMB       0.031668
HML       0.063070
dtype: float64, 83159: const    -0.064048
vwretd    2.748107
SMB       0.035351
HML       0.056578
dtype: float64, 83160: const    -0.011632
vwretd    1.380150
SMB       0.009126
HML      -0.009788
dtype: float64, 83161: const     0.034116
vwretd    1.174146
SMB      -0.010429
HML      -0.021932
dtype: float64, 83162: const     0.007850
vwretd    0.776170
SMB       0.002404
HML       0.005804
dtype: float64, 83163: const     0.017191
vwretd    1.863123
SMB       0.012247
HML      -0.014095
dtype: float64, 83164: const     0.222048
vwretd   -7.963085
SMB      -0.035232
HML      -0.163107
dtype: float64, 83165: const     0.032508
vwretd    0.483594
SMB      -0.012725
HML      -0.010481
dtype: float64, 83167: const    -0.030394
vwretd    1.985834
SMB       0.016679
HML       0.026671
dtype: float64, 83168: const     0.006690
vwretd   -1.575274
SMB      -0.010157
HML      -0.028076
dtype: float64, 83169: const     0.017546
vwretd   -0.430879
SMB      -0.027836
HML      -0.030828
dtype: float64, 83170: const    -0.010303
vwretd    1.051777
SMB       0.011711
HML      -0.002787
dtype: float64, 83171: const    -0.029534
vwretd    0.469425
SMB       0.016761
HML      -0.001562
dtype: float64, 83172: const     0.025598
vwretd    0.586920
SMB       0.015124
HML      -0.017647
dtype: float64, 83173: const    -0.127281
vwretd    3.787871
SMB       0.026795
HML       0.024235
dtype: float64, 83174: const     0.009180
vwretd    0.545303
SMB       0.006347
HML      -0.017420
dtype: float64, 83175: const     0.084466
vwretd   -0.793432
SMB       0.025376
HML      -0.031941
dtype: float64, 83176: const    -0.129019
vwretd    0.062916
SMB      -0.005957
HML      -0.039087
dtype: float64, 83177: const     0.001671
vwretd    0.384904
SMB       0.022302
HML       0.001706
dtype: float64, 83178: const     0.008634
vwretd    1.405736
SMB       0.011256
HML      -0.001863
dtype: float64, 83179: const    -0.036428
vwretd    1.248178
SMB       0.005517
HML       0.015387
dtype: float64, 83180: const    -0.004976
vwretd    0.576455
SMB       0.002732
HML      -0.019561
dtype: float64, 83181: const    -0.001175
vwretd   -0.042284
SMB       0.023302
HML       0.000223
dtype: float64, 83183: const     0.010567
vwretd    2.513369
SMB       0.033693
HML      -0.000888
dtype: float64, 83184: const    -0.031114
vwretd    1.235669
SMB       0.014023
HML       0.000552
dtype: float64, 83185: const    -0.027229
vwretd    1.793961
SMB       0.017813
HML       0.009639
dtype: float64, 83186: const     0.002903
vwretd    1.130079
SMB      -0.000962
HML       0.005377
dtype: float64, 83188: const     0.001529
vwretd    1.033618
SMB       0.002558
HML       0.004698
dtype: float64, 83189: const     0.018199
vwretd    0.528815
SMB       0.004894
HML       0.003654
dtype: float64, 83190: const    -0.033170
vwretd    1.554668
SMB       0.006315
HML       0.012479
dtype: float64, 83191: const     0.075417
vwretd   -1.054249
SMB      -0.003438
HML      -0.016245
dtype: float64, 83193: const    -0.018498
vwretd    0.667040
SMB       0.016057
HML      -0.007232
dtype: float64, 83194: const    -0.095441
vwretd    2.611437
SMB       0.021376
HML       0.038622
dtype: float64, 83195: const    -0.046524
vwretd    1.794868
SMB       0.012630
HML       0.019609
dtype: float64, 83196: const    -0.054271
vwretd    2.155256
SMB       0.017720
HML       0.020947
dtype: float64, 83197: const    -0.142796
vwretd    4.701812
SMB       0.034367
HML       0.053310
dtype: float64, 83198: const     0.030180
vwretd    1.161062
SMB      -0.001189
HML      -0.019428
dtype: float64, 83199: const    -0.236844
vwretd    5.182783
SMB       0.042105
HML       0.057902
dtype: float64, 83200: const    -0.080782
vwretd    2.779959
SMB       0.030467
HML       0.043022
dtype: float64, 83201: const    -0.020617
vwretd    1.798993
SMB       0.006713
HML       0.009303
dtype: float64, 83202: const     0.022121
vwretd    0.385585
SMB       0.000842
HML       0.009860
dtype: float64, 83203: const     0.005741
vwretd    0.628050
SMB       0.004425
HML       0.006832
dtype: float64, 83204: const    -0.008269
vwretd    0.819511
SMB       0.004273
HML      -0.020377
dtype: float64, 83205: const    -0.016598
vwretd    1.069229
SMB       0.003633
HML       0.005425
dtype: float64, 83206: const    -0.000257
vwretd    1.371729
SMB       0.005517
HML       0.009496
dtype: float64, 83207: const    -0.014373
vwretd    1.530925
SMB       0.012277
HML       0.020046
dtype: float64, 83208: const    -0.000658
vwretd    1.037358
SMB       0.001744
HML       0.001628
dtype: float64, 83209: const    -0.002941
vwretd    1.078929
SMB       0.000914
HML       0.006012
dtype: float64, 83210: const    -0.002235
vwretd    0.990530
SMB      -0.001156
HML       0.002412
dtype: float64, 83211: const    -0.001131
vwretd    1.091997
SMB       0.000909
HML       0.001768
dtype: float64, 83212: const    -0.001970
vwretd    1.081449
SMB       0.000373
HML       0.001820
dtype: float64, 83213: const    -0.003527
vwretd    1.208773
SMB       0.000937
HML       0.001678
dtype: float64, 83214: const     0.005919
vwretd    0.648517
SMB       0.011953
HML       0.003345
dtype: float64, 83215: const    -0.001215
vwretd    0.984902
SMB      -0.000111
HML      -0.000920
dtype: float64, 83216: const    -0.001212
vwretd    0.911026
SMB      -0.000986
HML       0.001792
dtype: float64, 83217: const    -0.003615
vwretd    1.060990
SMB       0.000955
HML       0.002884
dtype: float64, 83218: const     0.000501
vwretd    0.806696
SMB      -0.001657
HML       0.001130
dtype: float64, 83219: const    -0.001552
vwretd    1.235784
SMB       0.001383
HML      -0.000193
dtype: float64, 83220: const    -0.001836
vwretd    1.073392
SMB       0.000048
HML       0.002925
dtype: float64, 83221: const    -0.003978
vwretd    1.125748
SMB      -0.000372
HML       0.000493
dtype: float64, 83222: const    -0.002339
vwretd    1.088281
SMB      -0.000173
HML       0.001739
dtype: float64, 83223: const    -0.000317
vwretd    1.201796
SMB       0.001523
HML       0.001676
dtype: float64, 83224: const    -0.001927
vwretd    0.841662
SMB       0.001679
HML      -0.000182
dtype: float64, 83225: const    -0.003457
vwretd    0.716743
SMB       0.000033
HML      -0.000444
dtype: float64, 83226: const     0.007555
vwretd    0.669991
SMB       0.002026
HML       0.005030
dtype: float64, 83227: const     0.052271
vwretd   -1.004029
SMB       0.002541
HML      -0.021395
dtype: float64, 83228: const     0.013726
vwretd    0.878631
SMB       0.002720
HML       0.011290
dtype: float64, 83229: const    -0.016045
vwretd    1.880779
SMB       0.012289
HML      -0.004012
dtype: float64, 83230: const    -0.001819
vwretd    0.860902
SMB       0.001800
HML       0.003785
dtype: float64, 83231: const    -0.005558
vwretd    1.539417
SMB       0.007682
HML       0.009223
dtype: float64, 83232: const    -0.028057
vwretd    1.535739
SMB       0.021000
HML       0.007538
dtype: float64, 83233: const     0.002154
vwretd    0.957762
SMB       0.005650
HML       0.005792
dtype: float64, 83234: const     0.002162
vwretd    1.261864
SMB       0.011343
HML       0.005852
dtype: float64, 83235: const    -0.037913
vwretd    1.684041
SMB       0.005672
HML       0.002915
dtype: float64, 83236: const    -0.003378
vwretd    0.465967
SMB       0.001381
HML       0.006427
dtype: float64, 83237: const     0.062534
vwretd   -2.399766
SMB      -0.025449
HML      -0.047237
dtype: float64, 83238: const     0.003130
vwretd    0.414847
SMB       0.004599
HML       0.008778
dtype: float64, 83239: const    -0.003694
vwretd    1.346524
SMB       0.008951
HML       0.020926
dtype: float64, 83240: const    -0.112398
vwretd    0.894704
SMB       0.000266
HML       0.029229
dtype: float64, 83241: const    -0.020600
vwretd    1.321661
SMB       0.007573
HML       0.008868
dtype: float64, 83242: const    -0.001453
vwretd   -0.121967
SMB       0.023427
HML      -0.007632
dtype: float64, 83243: const     0.019385
vwretd    0.721000
SMB       0.014652
HML       0.012534
dtype: float64, 83244: const    -0.001183
vwretd    2.245123
SMB       0.012982
HML       0.012878
dtype: float64, 83245: const     0.006274
vwretd    0.572835
SMB       0.003457
HML       0.013900
dtype: float64, 83246: const     0.028354
vwretd    1.296909
SMB       0.020498
HML       0.020704
dtype: float64, 83247: const     0.018519
vwretd    1.026815
SMB       0.009848
HML      -0.011008
dtype: float64, 83248: const    -0.101872
vwretd    0.698638
SMB       0.026284
HML       0.016736
dtype: float64, 83249: const     0.000472
vwretd    2.107719
SMB      -0.003557
HML       0.019324
dtype: float64, 83250: const     0.004961
vwretd    0.577535
SMB       0.002678
HML       0.002007
dtype: float64, 83251: const     0.030255
vwretd    1.326447
SMB       0.000483
HML      -0.004745
dtype: float64, 83252: const    -0.006394
vwretd    0.766737
SMB       0.029950
HML      -0.006304
dtype: float64, 83253: const     0.020606
vwretd    0.710869
SMB       0.019989
HML      -0.006936
dtype: float64, 83254: const     0.051746
vwretd   -0.304963
SMB       0.012750
HML      -0.008755
dtype: float64, 83255: const    -0.009241
vwretd   -0.145176
SMB       0.001186
HML       0.015871
dtype: float64, 83256: const    -0.003635
vwretd   -0.137763
SMB       0.014059
HML      -0.003041
dtype: float64, 83257: const     0.016124
vwretd    0.303598
SMB       0.015310
HML       0.002051
dtype: float64, 83259: const    -0.044572
vwretd    1.457792
SMB       0.012116
HML       0.036781
dtype: float64, 83260: const     0.008559
vwretd    0.490081
SMB      -0.003646
HML       0.000676
dtype: float64, 83261: const    -0.013025
vwretd    0.716662
SMB       0.010339
HML       0.016311
dtype: float64, 83262: const    -0.041766
vwretd    0.652710
SMB      -0.013028
HML      -0.005753
dtype: float64, 83263: const     0.055235
vwretd    0.383319
SMB       0.041143
HML      -0.036283
dtype: float64, 83264: const     0.004234
vwretd    0.726126
SMB       0.004058
HML       0.005355
dtype: float64, 83265: const    -0.002438
vwretd    1.041453
SMB      -0.002487
HML       0.005827
dtype: float64, 83266: const    -0.164639
vwretd    2.891477
SMB       0.045907
HML       0.071602
dtype: float64, 83267: const    -0.008958
vwretd    0.022638
SMB       0.006550
HML      -0.018687
dtype: float64, 83268: const     0.090126
vwretd   -4.429460
SMB      -0.020303
HML      -0.037584
dtype: float64, 83269: const    -0.067432
vwretd    2.363666
SMB       0.032640
HML      -0.000056
dtype: float64, 83270: const    -0.034871
vwretd    1.829103
SMB       0.004037
HML       0.008529
dtype: float64, 83271: const    -0.010204
vwretd   -0.106690
SMB      -0.005949
HML       0.000454
dtype: float64, 83272: const     0.006494
vwretd    0.879523
SMB       0.007756
HML       0.003784
dtype: float64, 83273: const    -0.095543
vwretd    3.023487
SMB       0.032057
HML       0.053225
dtype: float64, 83274: const     0.049690
vwretd    1.008340
SMB      -0.003493
HML      -0.067162
dtype: float64, 83275: const     0.013527
vwretd    1.338104
SMB       0.010652
HML      -0.001124
dtype: float64, 83276: const     0.124993
vwretd   -4.315120
SMB      -0.040693
HML      -0.006959
dtype: float64, 83277: const    -0.070276
vwretd    1.729284
SMB      -0.001619
HML      -0.006988
dtype: float64, 83278: const    -0.028443
vwretd    3.745438
SMB       0.025570
HML       0.006810
dtype: float64, 83279: const     0.003878
vwretd    0.357307
SMB       0.001165
HML       0.006604
dtype: float64, 83280: const    -0.018823
vwretd    0.544768
SMB       0.002473
HML      -0.015729
dtype: float64, 83282: const     0.029827
vwretd   -0.574661
SMB       0.004470
HML       0.002878
dtype: float64, 83283: const     0.005830
vwretd    1.252439
SMB       0.013007
HML       0.004493
dtype: float64, 83284: const     0.049502
vwretd    0.942898
SMB       0.020549
HML       0.002447
dtype: float64, 83285: const     0.068916
vwretd   -0.980211
SMB       0.016773
HML      -0.045103
dtype: float64, 83286: const     0.078536
vwretd    1.156160
SMB      -0.012154
HML      -0.036696
dtype: float64, 83289: const     0.044888
vwretd   -0.680483
SMB      -0.002353
HML      -0.011632
dtype: float64, 83290: const     0.011011
vwretd    1.533870
SMB       0.001868
HML      -0.004304
dtype: float64, 83291: const     0.010585
vwretd    1.235285
SMB       0.000529
HML      -0.006739
dtype: float64, 83292: const     0.035187
vwretd   -2.556737
SMB       0.007079
HML      -0.024985
dtype: float64, 83293: const     0.010222
vwretd    0.995351
SMB       0.009573
HML       0.008895
dtype: float64, 83294: const    -0.008133
vwretd    0.544636
SMB      -0.007323
HML      -0.013450
dtype: float64, 83295: const     0.007329
vwretd    0.920498
SMB       0.008913
HML       0.005236
dtype: float64, 83296: const     0.066071
vwretd   -0.113912
SMB      -0.004212
HML      -0.014577
dtype: float64, 83297: const    -0.016978
vwretd    1.282601
SMB      -0.000377
HML      -0.005489
dtype: float64, 83298: const     0.030974
vwretd    0.524648
SMB       0.004459
HML      -0.039240
dtype: float64, 83299: const    -0.007045
vwretd    0.870167
SMB       0.015042
HML       0.011367
dtype: float64, 83300: const     0.011266
vwretd    0.960305
SMB       0.005691
HML       0.004490
dtype: float64, 83301: const    -0.012452
vwretd    0.763485
SMB       0.008255
HML       0.011434
dtype: float64, 83302: const     0.040759
vwretd    0.578023
SMB       0.006404
HML      -0.005046
dtype: float64, 83303: const     0.010574
vwretd    0.321728
SMB       0.006180
HML       0.007515
dtype: float64, 83304: const    -0.004009
vwretd    1.121240
SMB       0.003372
HML       0.007581
dtype: float64, 83305: const    -0.044265
vwretd    0.724335
SMB       0.025824
HML      -0.002652
dtype: float64, 83306: const     0.014344
vwretd    1.153815
SMB       0.038648
HML      -0.008046
dtype: float64, 83307: const     0.002182
vwretd    0.963355
SMB       0.015106
HML       0.001774
dtype: float64, 83308: const    -0.073391
vwretd    2.079451
SMB       0.011056
HML       0.007416
dtype: float64, 83309: const     0.012305
vwretd    0.831853
SMB       0.010337
HML       0.001229
dtype: float64, 83310: const    -0.067511
vwretd    0.291666
SMB      -0.000108
HML      -0.013335
dtype: float64, 83311: const    -0.016922
vwretd   -0.399961
SMB       0.001900
HML      -0.012832
dtype: float64, 83312: const    -0.016938
vwretd    2.089863
SMB      -0.004461
HML       0.010201
dtype: float64, 83313: const     0.025504
vwretd    0.608308
SMB       0.013927
HML      -0.011595
dtype: float64, 83314: const     0.011891
vwretd    0.581343
SMB       0.006351
HML      -0.002094
dtype: float64, 83315: const    -0.124925
vwretd    1.760922
SMB      -0.028125
HML      -0.017762
dtype: float64, 83316: const     0.033257
vwretd    0.775331
SMB       0.014836
HML      -0.036940
dtype: float64, 83317: const     0.010351
vwretd    1.287500
SMB       0.013954
HML      -0.008519
dtype: float64, 83318: const     0.019340
vwretd    0.441869
SMB       0.007138
HML       0.017668
dtype: float64, 83319: const    -0.123169
vwretd    1.684377
SMB      -0.003622
HML       0.025967
dtype: float64, 83320: const     0.007139
vwretd    0.519617
SMB       0.000352
HML      -0.010937
dtype: float64, 83321: const     0.046920
vwretd    0.994119
SMB       0.009691
HML      -0.036008
dtype: float64, 83322: const    -0.009613
vwretd    0.905999
SMB       0.027271
HML      -0.002772
dtype: float64, 83323: const    -0.029425
vwretd    1.480347
SMB       0.005723
HML       0.005576
dtype: float64, 83324: const     0.029350
vwretd    0.294005
SMB       0.009668
HML      -0.038224
dtype: float64, 83325: const    -0.043209
vwretd    1.474225
SMB       0.007514
HML       0.018235
dtype: float64, 83326: const    -0.012352
vwretd    1.483315
SMB       0.004510
HML       0.005714
dtype: float64, 83327: const     0.004338
vwretd    0.000204
SMB      -0.000051
HML      -0.023543
dtype: float64, 83329: const    -0.010276
vwretd    0.703322
SMB       0.011960
HML       0.010797
dtype: float64, 83330: const    -0.027920
vwretd    2.199296
SMB       0.010136
HML       0.023113
dtype: float64, 83331: const    -0.044375
vwretd    0.640790
SMB      -0.006765
HML      -0.010794
dtype: float64, 83332: const    -0.005446
vwretd    2.144113
SMB      -0.003639
HML      -0.008084
dtype: float64, 83333: const    -0.000856
vwretd    1.022249
SMB       0.005019
HML       0.013906
dtype: float64, 83334: const    -0.017210
vwretd    1.428332
SMB       0.008162
HML       0.007515
dtype: float64, 83335: const     0.000438
vwretd    0.591254
SMB       0.004175
HML      -0.001572
dtype: float64, 83336: const     0.000741
vwretd    0.545572
SMB       0.003363
HML      -0.001343
dtype: float64, 83337: const     0.013196
vwretd    0.314337
SMB       0.001194
HML       0.000602
dtype: float64, 83338: const     0.023741
vwretd   -0.403495
SMB      -0.000574
HML      -0.007753
dtype: float64, 83339: const    -0.001042
vwretd    1.021432
SMB       0.006505
HML       0.019625
dtype: float64, 83341: const    -0.003128
vwretd    1.112055
SMB      -0.005237
HML       0.009165
dtype: float64, 83342: const    -0.038623
vwretd    2.937238
SMB       0.008071
HML       0.001583
dtype: float64, 83343: const    -0.005166
vwretd    0.973575
SMB       0.001304
HML       0.010647
dtype: float64, 83344: const     0.007814
vwretd    0.106076
SMB       0.003446
HML       0.003380
dtype: float64, 83345: const    -0.001119
vwretd    0.777865
SMB       0.006611
HML       0.007058
dtype: float64, 83346: const    -0.004930
vwretd   -0.719925
SMB      -0.010696
HML      -0.019888
dtype: float64, 83347: const    -0.001175
vwretd    0.572788
SMB       0.016428
HML       0.006233
dtype: float64, 83348: const     0.075943
vwretd   -0.478371
SMB       0.062029
HML      -0.026632
dtype: float64, 83349: const    -0.028421
vwretd    1.804847
SMB       0.012090
HML       0.022382
dtype: float64, 83350: const     0.005923
vwretd    0.271909
SMB       0.003120
HML       0.004156
dtype: float64, 83351: const     0.026207
vwretd    0.855643
SMB       0.013818
HML       0.000298
dtype: float64, 83352: const    -0.054108
vwretd    1.392348
SMB       0.009659
HML       0.010633
dtype: float64, 83353: const    -0.027325
vwretd    0.191361
SMB      -0.000055
HML       0.000930
dtype: float64, 83354: const     0.038753
vwretd    0.990479
SMB      -0.002430
HML      -0.032743
dtype: float64, 83355: const    -0.067990
vwretd    0.046036
SMB       0.003640
HML      -0.022809
dtype: float64, 83356: const     0.004242
vwretd    1.013050
SMB       0.010006
HML       0.015990
dtype: float64, 83357: const     0.083484
vwretd    1.438246
SMB       0.017628
HML       0.002774
dtype: float64, 83358: const     0.021601
vwretd    0.501256
SMB       0.010375
HML      -0.007194
dtype: float64, 83359: const    -0.030974
vwretd    0.774364
SMB       0.008253
HML      -0.010915
dtype: float64, 83360: const    -0.018044
vwretd    0.855881
SMB       0.018673
HML       0.031317
dtype: float64, 83361: const     0.008154
vwretd    0.792258
SMB       0.013654
HML      -0.005014
dtype: float64, 83362: const    -0.007222
vwretd    0.281875
SMB       0.007016
HML       0.002989
dtype: float64, 83363: const     0.011136
vwretd    0.472383
SMB       0.003299
HML       0.008473
dtype: float64, 83364: const    -0.072481
vwretd   -1.014033
SMB       0.052331
HML       0.026900
dtype: float64, 83365: const     0.010234
vwretd    1.496143
SMB       0.005712
HML       0.016801
dtype: float64, 83366: const    -0.005950
vwretd    1.001210
SMB       0.006356
HML       0.007224
dtype: float64, 83367: const     0.058863
vwretd    0.369770
SMB       0.005141
HML      -0.028602
dtype: float64, 83368: const     0.015014
vwretd   -0.057214
SMB       0.005517
HML      -0.035129
dtype: float64, 83370: const     0.100912
vwretd    0.542182
SMB       0.023330
HML      -0.033894
dtype: float64, 83371: const     0.058616
vwretd   -0.119671
SMB      -0.008005
HML      -0.006219
dtype: float64, 83372: const     0.015800
vwretd    0.751445
SMB       0.003482
HML       0.005770
dtype: float64, 83373: const     0.006360
vwretd    0.173747
SMB       0.001974
HML      -0.000272
dtype: float64, 83374: const    -0.000874
vwretd    0.380239
SMB       0.009784
HML       0.002965
dtype: float64, 83375: const     0.006534
vwretd    0.266065
SMB       0.001281
HML       0.006867
dtype: float64, 83376: const    -0.001991
vwretd    0.539771
SMB       0.003895
HML       0.002239
dtype: float64, 83377: const     0.014343
vwretd    0.357154
SMB       0.006456
HML      -0.005487
dtype: float64, 83378: const     0.013062
vwretd    0.982210
SMB       0.041712
HML      -0.004023
dtype: float64, 83379: const    -0.003091
vwretd    0.212316
SMB       0.006516
HML      -0.012468
dtype: float64, 83381: const    -0.061297
vwretd    1.759947
SMB       0.032084
HML       0.016320
dtype: float64, 83382: const     0.017555
vwretd    1.051687
SMB       0.013039
HML      -0.005506
dtype: float64, 83383: const     0.045975
vwretd    0.038915
SMB      -0.004255
HML      -0.008530
dtype: float64, 83384: const     0.051120
vwretd    0.039993
SMB       0.012334
HML      -0.029391
dtype: float64, 83386: const     0.022437
vwretd    2.630481
SMB       0.004647
HML      -0.015536
dtype: float64, 83387: const     0.009463
vwretd    0.311000
SMB       0.005123
HML       0.002321
dtype: float64, 83388: const    -0.021596
vwretd    1.355850
SMB       0.000589
HML      -0.017593
dtype: float64, 83389: const     0.014372
vwretd    0.611420
SMB       0.008280
HML       0.007716
dtype: float64, 83390: const     0.004127
vwretd    0.750474
SMB       0.015156
HML      -0.001620
dtype: float64, 83391: const     0.007733
vwretd    0.554095
SMB       0.020771
HML      -0.000368
dtype: float64, 83392: const     0.069468
vwretd    2.390457
SMB      -0.003062
HML      -0.003180
dtype: float64, 83393: const    -0.029472
vwretd    1.494896
SMB       0.009150
HML       0.037116
dtype: float64, 83394: const     0.060314
vwretd   -1.058467
SMB      -0.000501
HML       0.005356
dtype: float64, 83395: const     0.007411
vwretd   -0.263332
SMB      -0.003327
HML      -0.011385
dtype: float64, 83396: const    -0.001783
vwretd    1.090480
SMB       0.003788
HML       0.006299
dtype: float64, 83397: const     0.018616
vwretd    0.426162
SMB       0.003400
HML      -0.024597
dtype: float64, 83398: const     0.022075
vwretd    2.978806
SMB       0.009673
HML      -0.010848
dtype: float64, 83399: const     0.000103
vwretd    0.935513
SMB       0.014841
HML      -0.005808
dtype: float64, 83400: const     0.040991
vwretd    0.656577
SMB       0.002916
HML      -0.002940
dtype: float64, 83401: const    -0.001269
vwretd    0.039490
SMB       0.004280
HML      -0.004559
dtype: float64, 83402: const    -0.000047
vwretd    0.735287
SMB       0.006269
HML       0.010327
dtype: float64, 83403: const    -0.097806
vwretd    1.461265
SMB       0.008928
HML       0.020073
dtype: float64, 83404: const    -0.002181
vwretd    1.112001
SMB       0.010363
HML      -0.004757
dtype: float64, 83405: const     0.011961
vwretd    1.614651
SMB       0.011842
HML      -0.010427
dtype: float64, 83406: const     0.028985
vwretd    0.090730
SMB      -0.004906
HML      -0.039459
dtype: float64, 83407: const    -0.001069
vwretd    0.089491
SMB      -0.001299
HML      -0.004399
dtype: float64, 83408: const     0.016621
vwretd    0.499742
SMB       0.003844
HML       0.009546
dtype: float64, 83409: const     0.006572
vwretd    0.154365
SMB      -0.005264
HML      -0.002155
dtype: float64, 83410: const    -0.000157
vwretd    0.446622
SMB       0.004449
HML       0.003346
dtype: float64, 83411: const     0.010917
vwretd    0.859157
SMB       0.010651
HML       0.008221
dtype: float64, 83412: const     0.019636
vwretd    1.904851
SMB       0.033033
HML      -0.011836
dtype: float64, 83413: const     0.013720
vwretd    2.060135
SMB      -0.002338
HML      -0.012769
dtype: float64, 83414: const     0.002591
vwretd    0.603675
SMB       0.006334
HML       0.011453
dtype: float64, 83415: const    -0.051018
vwretd    1.165311
SMB       0.003960
HML       0.012615
dtype: float64, 83416: const    -0.011614
vwretd    2.491143
SMB       0.024439
HML       0.001476
dtype: float64, 83417: const     0.020461
vwretd    0.194061
SMB       0.019454
HML       0.006240
dtype: float64, 83418: const     0.019929
vwretd    0.916734
SMB       0.027606
HML       0.002999
dtype: float64, 83419: const     0.024543
vwretd    0.817207
SMB       0.011229
HML      -0.020813
dtype: float64, 83421: const    -0.001375
vwretd    0.533790
SMB       0.004060
HML       0.008007
dtype: float64, 83422: const     0.003449
vwretd    1.016440
SMB       0.003793
HML      -0.001746
dtype: float64, 83423: const     0.013510
vwretd    1.720080
SMB       0.014797
HML       0.004283
dtype: float64, 83424: const     0.002677
vwretd    0.316593
SMB       0.003835
HML       0.004899
dtype: float64, 83425: const    -0.002232
vwretd    0.698069
SMB       0.002924
HML       0.000721
dtype: float64, 83426: const     0.038630
vwretd    0.791486
SMB       0.006030
HML       0.009163
dtype: float64, 83427: const    -0.012617
vwretd    1.381287
SMB       0.006277
HML      -0.001533
dtype: float64, 83428: const    -0.045954
vwretd    2.264676
SMB       0.016693
HML       0.038555
dtype: float64, 83429: const     0.004549
vwretd    0.800661
SMB       0.002667
HML      -0.006732
dtype: float64, 83430: const     0.038123
vwretd   -0.509407
SMB       0.034128
HML      -0.048733
dtype: float64, 83431: const     0.187116
vwretd    1.635616
SMB       0.013045
HML      -0.072486
dtype: float64, 83432: const    -0.191896
vwretd    1.279216
SMB       0.003583
HML       0.041358
dtype: float64, 83433: const    -0.003043
vwretd    1.010640
SMB       0.009402
HML       0.006213
dtype: float64, 83434: const     0.006456
vwretd    0.541187
SMB       0.003763
HML       0.006001
dtype: float64, 83435: const     0.019428
vwretd    2.045715
SMB      -0.003070
HML      -0.017755
dtype: float64, 83436: const    -0.006568
vwretd    1.351467
SMB       0.011620
HML       0.019125
dtype: float64, 83437: const     0.001320
vwretd    0.893519
SMB       0.004363
HML      -0.002506
dtype: float64, 83438: const    -0.000652
vwretd    1.000023
SMB       0.004411
HML      -0.001510
dtype: float64, 83439: const    -0.015957
vwretd    1.718094
SMB       0.009856
HML       0.034115
dtype: float64, 83440: const    -0.006396
vwretd    1.452661
SMB      -0.003498
HML       0.013653
dtype: float64, 83441: const     0.009223
vwretd    0.539467
SMB       0.006955
HML       0.003458
dtype: float64, 83442: const    -0.000444
vwretd    1.223300
SMB       0.005511
HML       0.008778
dtype: float64, 83443: const     0.004681
vwretd    0.707579
SMB      -0.005253
HML       0.004396
dtype: float64, 83444: const     0.008745
vwretd    0.024621
SMB       0.004702
HML       0.003151
dtype: float64, 83445: const     0.005778
vwretd    0.696912
SMB       0.000086
HML       0.002400
dtype: float64, 83446: const    -0.103271
vwretd    3.574851
SMB       0.025161
HML       0.016560
dtype: float64, 83447: const     0.050893
vwretd    0.380987
SMB       0.021867
HML      -0.027702
dtype: float64, 83448: const    -0.001651
vwretd    1.049762
SMB       0.013903
HML       0.013959
dtype: float64, 83449: const    -0.055541
vwretd    1.396139
SMB       0.012956
HML       0.020273
dtype: float64, 83450: const    -0.000456
vwretd    0.846288
SMB       0.002966
HML       0.006683
dtype: float64, 83452: const     0.011790
vwretd    0.869379
SMB       0.000762
HML       0.003393
dtype: float64, 83453: const     0.013122
vwretd    0.896820
SMB      -0.001612
HML       0.004115
dtype: float64, 83454: const     0.000203
vwretd    1.716216
SMB       0.004275
HML       0.002545
dtype: float64, 83455: const     0.021226
vwretd    1.104188
SMB       0.003211
HML       0.010786
dtype: float64, 83456: const     0.001735
vwretd    0.802791
SMB       0.006331
HML       0.005707
dtype: float64, 83457: const    -0.030109
vwretd    1.139718
SMB       0.004745
HML       0.004486
dtype: float64, 83458: const     0.001272
vwretd    0.941735
SMB       0.003262
HML       0.005043
dtype: float64, 83459: const    -0.002577
vwretd    0.674596
SMB       0.003943
HML      -0.012027
dtype: float64, 83460: const     0.004961
vwretd    0.453320
SMB       0.006884
HML       0.004234
dtype: float64, 83461: const     0.010045
vwretd    0.644634
SMB       0.004768
HML       0.002034
dtype: float64, 83462: const    -0.002702
vwretd    1.343734
SMB       0.004546
HML       0.006719
dtype: float64, 83463: const     0.006858
vwretd    0.986159
SMB       0.001922
HML       0.005232
dtype: float64, 83464: const    -0.014891
vwretd    1.850122
SMB       0.024682
HML       0.038426
dtype: float64, 83465: const     0.091367
vwretd    1.282545
SMB       0.011432
HML      -0.028317
dtype: float64, 83466: const    -0.010300
vwretd    1.287502
SMB       0.009543
HML       0.004377
dtype: float64, 83467: const    -0.014073
vwretd    0.926667
SMB       0.011578
HML       0.012161
dtype: float64, 83468: const     0.012603
vwretd    0.287799
SMB       0.125450
HML       0.024399
dtype: float64, 83469: const     0.009568
vwretd    0.204539
SMB       0.001198
HML       0.000930
dtype: float64, 83470: const     0.021423
vwretd   -0.603256
SMB      -0.005787
HML      -0.020503
dtype: float64, 83471: const     0.093665
vwretd   -0.038814
SMB       0.020680
HML      -0.017795
dtype: float64, 83472: const    -0.021810
vwretd    3.136401
SMB       0.024098
HML       0.023250
dtype: float64, 83473: const     0.031851
vwretd    1.049965
SMB      -0.001976
HML      -0.011265
dtype: float64, 83474: const     0.011599
vwretd    0.264980
SMB       0.003093
HML       0.000887
dtype: float64, 83475: const     0.015500
vwretd    1.166266
SMB       0.017561
HML      -0.009799
dtype: float64, 83476: const     0.015519
vwretd    0.683651
SMB       0.025647
HML      -0.010465
dtype: float64, 83477: const     0.066803
vwretd   -0.845895
SMB      -0.005796
HML       0.002727
dtype: float64, 83478: const     0.029256
vwretd    1.049465
SMB       0.003439
HML      -0.001169
dtype: float64, 83479: const    -0.023074
vwretd    0.088764
SMB       0.010864
HML      -0.017606
dtype: float64, 83480: const     0.007769
vwretd    2.726456
SMB       0.005745
HML      -0.002125
dtype: float64, 83481: const    -0.062889
vwretd    0.238257
SMB      -0.040616
HML      -0.003890
dtype: float64, 83482: const    -0.071414
vwretd    3.431826
SMB       0.024743
HML       0.021722
dtype: float64, 83483: const    -0.038699
vwretd    1.314344
SMB       0.019454
HML       0.012650
dtype: float64, 83484: const     0.025683
vwretd    0.215407
SMB       0.023329
HML      -0.021974
dtype: float64, 83485: const    -0.045837
vwretd    0.402879
SMB      -0.006922
HML      -0.021310
dtype: float64, 83486: const    -0.000710
vwretd    0.564582
SMB       0.016490
HML      -0.011405
dtype: float64, 83487: const    -0.017442
vwretd    0.584848
SMB       0.029520
HML      -0.003251
dtype: float64, 83488: const    -0.017600
vwretd    0.186323
SMB       0.013924
HML       0.022886
dtype: float64, 83489: const    -0.102598
vwretd    1.089033
SMB       0.023123
HML       0.023035
dtype: float64, 83490: const    -0.017294
vwretd    2.182270
SMB      -0.009987
HML      -0.027685
dtype: float64, 83491: const     -0.640332
vwretd    13.029948
SMB        0.052257
HML        0.176832
dtype: float64, 83492: const     0.029890
vwretd    0.720452
SMB       0.033943
HML       0.003632
dtype: float64, 83493: const    -0.083754
vwretd    1.022410
SMB       0.011238
HML       0.002603
dtype: float64, 83494: const     0.025639
vwretd   -0.251192
SMB      -0.027692
HML      -0.028829
dtype: float64, 83495: const     0.024430
vwretd    1.040756
SMB       0.014722
HML      -0.005630
dtype: float64, 83496: const     0.011979
vwretd    0.979439
SMB       0.001648
HML      -0.018595
dtype: float64, 83497: const     0.018007
vwretd    1.780181
SMB       0.031038
HML       0.016840
dtype: float64, 83498: const    -0.049842
vwretd    2.275362
SMB       0.030516
HML      -0.023500
dtype: float64, 83499: const     0.021217
vwretd    1.621560
SMB       0.011099
HML      -0.006994
dtype: float64, 83500: const     0.004925
vwretd    0.654197
SMB       0.015140
HML      -0.011906
dtype: float64, 83501: const     0.012655
vwretd    0.294143
SMB       0.003616
HML       0.008111
dtype: float64, 83502: const    -0.105848
vwretd    2.136729
SMB       0.001106
HML      -0.007432
dtype: float64, 83503: const     0.008105
vwretd    0.706088
SMB       0.003390
HML       0.002549
dtype: float64, 83504: const    -0.003957
vwretd    0.559122
SMB       0.001473
HML       0.007308
dtype: float64, 83505: const     0.003532
vwretd    0.317568
SMB       0.010065
HML       0.008784
dtype: float64, 83506: const    -0.013114
vwretd    0.396303
SMB       0.010221
HML      -0.002445
dtype: float64, 83507: const     0.069472
vwretd    0.001893
SMB       0.019952
HML      -0.032229
dtype: float64, 83508: const     0.010291
vwretd    0.839294
SMB       0.005403
HML       0.010394
dtype: float64, 83509: const     0.016477
vwretd    0.136795
SMB       0.006597
HML       0.003701
dtype: float64, 83510: const     0.116513
vwretd   -2.370303
SMB      -0.010716
HML      -0.031641
dtype: float64, 83511: const    -0.025287
vwretd    0.877100
SMB      -0.004403
HML      -0.007063
dtype: float64, 83512: const    -0.099678
vwretd    1.954889
SMB       0.009176
HML       0.003353
dtype: float64, 83513: const    -0.089953
vwretd    2.536685
SMB       0.085076
HML       0.020718
dtype: float64, 83514: const     0.024789
vwretd    0.283480
SMB       0.009151
HML      -0.005116
dtype: float64, 83515: const    -0.007716
vwretd    0.902901
SMB       0.014795
HML       0.001732
dtype: float64, 83516: const     0.005399
vwretd    0.144106
SMB       0.003310
HML      -0.010077
dtype: float64, 83517: const     0.029012
vwretd    1.209833
SMB       0.016743
HML      -0.006124
dtype: float64, 83518: const    -0.000925
vwretd    0.285348
SMB       0.007898
HML       0.010711
dtype: float64, 83519: const     0.102849
vwretd   -2.589906
SMB      -0.010298
HML      -0.064756
dtype: float64, 83520: const     0.001217
vwretd    1.246513
SMB       0.007605
HML       0.002536
dtype: float64, 83521: const    -0.198858
vwretd    2.993889
SMB      -0.029405
HML       0.054452
dtype: float64, 83522: const    -0.122406
vwretd   -1.294589
SMB      -0.011665
HML      -0.058602
dtype: float64, 83523: const     0.018675
vwretd    0.215923
SMB       0.002689
HML      -0.045273
dtype: float64, 83524: const    -0.090533
vwretd    1.984666
SMB       0.012897
HML       0.050346
dtype: float64, 83525: const     0.044582
vwretd   -0.791855
SMB       0.016743
HML      -0.013579
dtype: float64, 83526: const    -0.013941
vwretd    1.162970
SMB       0.008124
HML       0.004197
dtype: float64, 83527: const    -0.029175
vwretd    1.061710
SMB       0.019808
HML      -0.001835
dtype: float64, 83528: const     0.001515
vwretd    0.784492
SMB       0.011173
HML       0.010537
dtype: float64, 83529: const     0.017489
vwretd    1.410335
SMB       0.008049
HML       0.005586
dtype: float64, 83530: const    -0.194565
vwretd    1.808908
SMB       0.037220
HML      -0.008928
dtype: float64, 83531: const     0.024453
vwretd    1.318179
SMB       0.010842
HML      -0.011830
dtype: float64, 83532: const    -0.009810
vwretd    1.044679
SMB       0.013643
HML       0.002823
dtype: float64, 83533: const     0.008318
vwretd    0.792191
SMB       0.001587
HML      -0.007282
dtype: float64, 83534: const     0.018310
vwretd    0.624003
SMB       0.017247
HML      -0.012051
dtype: float64, 83535: const    -0.006815
vwretd    1.003331
SMB       0.009877
HML      -0.012849
dtype: float64, 83536: const    -0.127748
vwretd   -0.830452
SMB      -0.001659
HML      -0.027210
dtype: float64, 83537: const     0.096422
vwretd   -1.774992
SMB       0.060880
HML       0.014072
dtype: float64, 83538: const     0.014925
vwretd   -0.239346
SMB       0.009984
HML      -0.017718
dtype: float64, 83539: const     0.039214
vwretd    2.521608
SMB       0.018785
HML      -0.028926
dtype: float64, 83540: const    -0.000990
vwretd    0.746643
SMB       0.008663
HML      -0.007297
dtype: float64, 83541: const     0.024432
vwretd    1.057721
SMB       0.021233
HML      -0.007464
dtype: float64, 83542: const     0.369050
vwretd    0.690950
SMB       0.030053
HML      -0.114960
dtype: float64, 83543: const    -0.028605
vwretd    1.477000
SMB       0.014917
HML       0.016237
dtype: float64, 83544: const     0.105026
vwretd    1.402982
SMB       0.041797
HML      -0.003152
dtype: float64, 83546: const     0.056109
vwretd    1.358267
SMB       0.029108
HML      -0.008335
dtype: float64, 83547: const     0.003824
vwretd    0.383184
SMB       0.005827
HML       0.006204
dtype: float64, 83548: const     0.017090
vwretd   -0.214483
SMB       0.009573
HML      -0.012248
dtype: float64, 83549: const    -0.037843
vwretd   -0.521423
SMB      -0.000423
HML      -0.008393
dtype: float64, 83550: const    -0.047419
vwretd    3.512714
SMB       0.011678
HML       0.015660
dtype: float64, 83551: const    -0.009424
vwretd    0.542308
SMB       0.005265
HML       0.014594
dtype: float64, 83552: const    -0.009681
vwretd    1.063969
SMB       0.005478
HML       0.005172
dtype: float64, 83553: const     0.027050
vwretd    0.953106
SMB      -0.008501
HML      -0.011929
dtype: float64, 83554: const     0.020825
vwretd    1.103320
SMB       0.005681
HML      -0.012724
dtype: float64, 83555: const     0.027374
vwretd    0.242189
SMB       0.016096
HML      -0.015013
dtype: float64, 83556: const     0.030085
vwretd   -1.414214
SMB       0.092374
HML      -0.016794
dtype: float64, 83557: const    -0.016873
vwretd    1.185783
SMB       0.008528
HML       0.007308
dtype: float64, 83558: const     0.006540
vwretd    2.539014
SMB       0.014175
HML       0.026181
dtype: float64, 83559: const     0.019865
vwretd    1.383339
SMB       0.005768
HML       0.007006
dtype: float64, 83560: const     0.014381
vwretd    1.095446
SMB       0.010565
HML       0.001229
dtype: float64, 83561: const     0.008739
vwretd    1.118342
SMB      -0.002358
HML       0.004993
dtype: float64, 83562: const    -0.047866
vwretd    0.434426
SMB      -0.005281
HML      -0.009963
dtype: float64, 83563: const     0.012579
vwretd    0.123521
SMB       0.002437
HML       0.005182
dtype: float64, 83564: const    -0.011933
vwretd    1.197252
SMB       0.005853
HML       0.012071
dtype: float64, 83565: const     0.000322
vwretd    1.399334
SMB       0.005584
HML       0.006698
dtype: float64, 83566: const    -0.015950
vwretd    1.099284
SMB       0.007361
HML      -0.025991
dtype: float64, 83567: const    -0.034756
vwretd    1.768413
SMB       0.013095
HML       0.002888
dtype: float64, 83568: const    -0.044171
vwretd    2.941472
SMB       0.014423
HML       0.029558
dtype: float64, 83569: const     0.024619
vwretd    1.143496
SMB      -0.017377
HML      -0.005289
dtype: float64, 83570: const     0.002166
vwretd    1.782743
SMB       0.012126
HML       0.010731
dtype: float64, 83571: const    -0.043258
vwretd    1.361699
SMB       0.011122
HML      -0.004067
dtype: float64, 83573: const     0.001086
vwretd    0.509705
SMB       0.005079
HML       0.016387
dtype: float64, 83574: const     0.005413
vwretd    1.299279
SMB       0.009007
HML       0.011915
dtype: float64, 83575: const    -0.005565
vwretd    0.709085
SMB       0.019601
HML       0.011625
dtype: float64, 83576: const    -0.020967
vwretd    1.411591
SMB       0.000738
HML      -0.003067
dtype: float64, 83577: const    -0.058172
vwretd    0.675223
SMB       0.024820
HML       0.018069
dtype: float64, 83578: const    -0.096178
vwretd    1.438929
SMB       0.005543
HML      -0.000589
dtype: float64, 83579: const     0.051236
vwretd    1.940816
SMB       0.025880
HML      -0.022015
dtype: float64, 83580: const    -0.006446
vwretd    1.633868
SMB       0.010618
HML      -0.018438
dtype: float64, 83581: const     0.032602
vwretd    1.280236
SMB       0.000405
HML      -0.006530
dtype: float64, 83582: const     0.015947
vwretd    1.719324
SMB       0.002905
HML      -0.008768
dtype: float64, 83583: const     0.015236
vwretd    0.753844
SMB       0.003094
HML       0.009536
dtype: float64, 83586: const     0.026130
vwretd   -0.215585
SMB       0.014614
HML      -0.022796
dtype: float64, 83587: const    -0.003556
vwretd    1.264135
SMB       0.003293
HML      -0.000971
dtype: float64, 83588: const    -0.043510
vwretd    1.264630
SMB       0.007403
HML       0.008127
dtype: float64, 83589: const    -0.001614
vwretd    1.779858
SMB      -0.000721
HML       0.007834
dtype: float64, 83590: const     0.003119
vwretd    0.538469
SMB       0.005625
HML       0.007996
dtype: float64, 83591: const    -0.006942
vwretd    1.470644
SMB       0.007450
HML       0.002816
dtype: float64, 83592: const     0.006043
vwretd    0.932061
SMB       0.021004
HML      -0.003633
dtype: float64, 83593: const     0.009810
vwretd    1.440008
SMB       0.017265
HML       0.021933
dtype: float64, 83594: const     0.021483
vwretd    0.320987
SMB       0.007381
HML       0.006614
dtype: float64, 83595: const    -0.018047
vwretd    1.936512
SMB       0.007360
HML       0.020452
dtype: float64, 83596: const    -0.005579
vwretd    1.237447
SMB      -0.002002
HML       0.005762
dtype: float64, 83597: const     0.011382
vwretd    1.087881
SMB       0.000275
HML      -0.002582
dtype: float64, 83598: const     0.034606
vwretd    0.705591
SMB       0.008623
HML       0.001302
dtype: float64, 83599: const     0.027252
vwretd    1.774201
SMB       0.003431
HML       0.009703
dtype: float64, 83600: const     0.009654
vwretd    0.206875
SMB       0.004177
HML       0.005555
dtype: float64, 83601: const     0.003933
vwretd    1.146545
SMB       0.004690
HML       0.003629
dtype: float64, 83602: const    -0.019576
vwretd    0.908412
SMB       0.010815
HML       0.008629
dtype: float64, 83603: const    -0.016232
vwretd    1.052366
SMB       0.006280
HML       0.007192
dtype: float64, 83604: const     0.002217
vwretd    1.137092
SMB       0.000687
HML      -0.004095
dtype: float64, 83605: const     0.031115
vwretd    1.572416
SMB       0.012427
HML      -0.008015
dtype: float64, 83606: const     0.066901
vwretd    1.405015
SMB      -0.020356
HML      -0.033683
dtype: float64, 83607: const     0.040725
vwretd    0.806087
SMB       0.027115
HML       0.016561
dtype: float64, 83609: const    -0.019668
vwretd    0.877272
SMB       0.007919
HML       0.010574
dtype: float64, 83610: const    -0.008559
vwretd    1.403387
SMB       0.008129
HML       0.004111
dtype: float64, 83611: const    -0.094058
vwretd    1.782453
SMB       0.018063
HML       0.028820
dtype: float64, 83612: const     0.002504
vwretd    1.187837
SMB       0.008980
HML       0.009365
dtype: float64, 83613: const    -0.022706
vwretd    0.256026
SMB       0.010342
HML       0.013744
dtype: float64, 83615: const     0.018756
vwretd    0.956352
SMB       0.008267
HML       0.003508
dtype: float64, 83616: const     0.009423
vwretd    1.398427
SMB       0.016835
HML      -0.006650
dtype: float64, 83618: const     0.078647
vwretd   -2.276628
SMB       0.021280
HML      -0.041609
dtype: float64, 83619: const    -0.011264
vwretd   -0.617550
SMB       0.007226
HML       0.019102
dtype: float64, 83620: const    -0.004419
vwretd    0.765795
SMB       0.012468
HML       0.007914
dtype: float64, 83621: const     0.010932
vwretd    0.915299
SMB       0.006012
HML      -0.002257
dtype: float64, 83622: const    -0.018917
vwretd    1.881217
SMB       0.027517
HML       0.002934
dtype: float64, 83623: const     0.011282
vwretd    2.069313
SMB       0.008162
HML      -0.001698
dtype: float64, 83624: const    -0.001603
vwretd    0.203107
SMB       0.000671
HML      -0.011715
dtype: float64, 83625: const     0.028317
vwretd    1.016863
SMB       0.007770
HML      -0.003208
dtype: float64, 83626: const     0.010430
vwretd   -0.369190
SMB       0.007623
HML       0.005335
dtype: float64, 83627: const    -0.095820
vwretd    2.340462
SMB       0.006448
HML       0.004786
dtype: float64, 83628: const     0.005890
vwretd    0.513857
SMB       0.002200
HML       0.012642
dtype: float64, 83629: const     0.018663
vwretd   -1.635621
SMB      -0.009556
HML      -0.041106
dtype: float64, 83630: const     0.001599
vwretd    2.030003
SMB       0.006922
HML      -0.028537
dtype: float64, 83631: const     0.007494
vwretd    0.120328
SMB       0.000730
HML       0.000078
dtype: float64, 83632: const    -0.009264
vwretd    0.970044
SMB       0.018377
HML       0.007962
dtype: float64, 83633: const    -0.007298
vwretd    0.856764
SMB       0.014978
HML      -0.001593
dtype: float64, 83634: const    -0.160513
vwretd    1.491561
SMB       0.043495
HML       0.018850
dtype: float64, 83635: const    -0.010709
vwretd    0.216509
SMB       0.031953
HML       0.017184
dtype: float64, 83636: const    -0.009961
vwretd    1.721029
SMB      -0.012728
HML       0.012164
dtype: float64, 83637: const    -0.009497
vwretd    1.756043
SMB       0.013201
HML      -0.005442
dtype: float64, 83638: const     0.019500
vwretd    0.509143
SMB       0.007210
HML      -0.004836
dtype: float64, 83639: const     0.012403
vwretd    1.106178
SMB       0.004813
HML      -0.010862
dtype: float64, 83640: const     0.021268
vwretd   -1.315079
SMB       0.001795
HML      -0.010812
dtype: float64, 83641: const     0.007927
vwretd   -0.012802
SMB      -0.001060
HML      -0.000692
dtype: float64, 83642: const     0.005193
vwretd    0.497611
SMB       0.005547
HML       0.006864
dtype: float64, 83643: const    -0.000756
vwretd    0.338965
SMB      -0.001150
HML       0.001401
dtype: float64, 83644: const     0.124536
vwretd    1.794795
SMB       0.005391
HML       0.013473
dtype: float64, 83645: const    -0.033242
vwretd    1.362014
SMB       0.023890
HML       0.006357
dtype: float64, 83646: const     0.034345
vwretd    0.633567
SMB      -0.011304
HML       0.010009
dtype: float64, 83647: const     0.007831
vwretd    1.343410
SMB       0.007169
HML      -0.005230
dtype: float64, 83648: const    -0.074669
vwretd    0.403377
SMB       0.004902
HML       0.008397
dtype: float64, 83649: const     0.025442
vwretd    1.415671
SMB       0.017433
HML       0.005049
dtype: float64, 83650: const    -0.000930
vwretd    1.719700
SMB       0.007288
HML      -0.004113
dtype: float64, 83651: const     0.000953
vwretd    1.305917
SMB       0.015774
HML      -0.010211
dtype: float64, 83652: const    -0.002780
vwretd    0.784866
SMB       0.013754
HML      -0.002529
dtype: float64, 83653: const     0.010879
vwretd    1.114410
SMB       0.005188
HML      -0.001124
dtype: float64, 83654: const    -0.029231
vwretd    0.412954
SMB       0.015432
HML      -0.006487
dtype: float64, 83655: const     0.024149
vwretd    1.562865
SMB       0.010430
HML      -0.008219
dtype: float64, 83656: const     0.015174
vwretd    0.975922
SMB       0.027115
HML      -0.004624
dtype: float64, 83657: const     0.009812
vwretd    3.316634
SMB       0.031736
HML       0.013267
dtype: float64, 83658: const     0.036356
vwretd    1.338188
SMB       0.008621
HML      -0.012494
dtype: float64, 83659: const    -0.001416
vwretd    1.179075
SMB       0.005681
HML       0.005196
dtype: float64, 83660: const     0.068674
vwretd   -0.770798
SMB       0.003109
HML      -0.045042
dtype: float64, 83661: const     0.007020
vwretd    0.909594
SMB       0.004636
HML       0.010086
dtype: float64, 83662: const     0.026977
vwretd    0.545236
SMB       0.020425
HML       0.019892
dtype: float64, 83663: const     0.056161
vwretd   -0.157618
SMB       0.026416
HML      -0.010002
dtype: float64, 83664: const     0.013886
vwretd    1.017215
SMB       0.017386
HML       0.008353
dtype: float64, 83665: const     0.004189
vwretd   -0.032160
SMB       0.003083
HML       0.002637
dtype: float64, 83666: const     0.025866
vwretd   -0.331276
SMB       0.012955
HML       0.003875
dtype: float64, 83667: const    -0.085081
vwretd    1.248451
SMB       0.022121
HML       0.026370
dtype: float64, 83668: const    -0.110865
vwretd    3.760190
SMB       0.022579
HML       0.042175
dtype: float64, 83669: const    -0.000629
vwretd    0.927468
SMB       0.006211
HML       0.014745
dtype: float64, 83670: const     0.206251
vwretd   -4.269722
SMB      -0.055420
HML      -0.082576
dtype: float64, 83671: const     0.003161
vwretd    1.737383
SMB       0.006310
HML       0.003932
dtype: float64, 83672: const     0.005086
vwretd    0.233192
SMB       0.002639
HML       0.002593
dtype: float64, 83673: const     0.003752
vwretd    0.912106
SMB       0.001499
HML      -0.004419
dtype: float64, 83674: const    -0.015792
vwretd    1.228701
SMB       0.002400
HML      -0.013260
dtype: float64, 83675: const     0.006866
vwretd    1.338784
SMB       0.003381
HML       0.010298
dtype: float64, 83676: const     0.275818
vwretd   -6.217426
SMB       0.094402
HML      -0.108623
dtype: float64, 83677: const     0.032558
vwretd    1.205862
SMB      -0.000447
HML      -0.019502
dtype: float64, 83678: const     0.015689
vwretd    1.249054
SMB       0.019414
HML       0.019395
dtype: float64, 83679: const     0.012030
vwretd    0.874846
SMB       0.023017
HML      -0.016380
dtype: float64, 83680: const    -0.057976
vwretd    1.327653
SMB       0.032773
HML       0.035862
dtype: float64, 83681: const    -0.017571
vwretd    1.539026
SMB       0.010930
HML      -0.021453
dtype: float64, 83682: const     0.006364
vwretd    0.391427
SMB       0.003389
HML       0.002687
dtype: float64, 83683: const     0.002928
vwretd    0.592621
SMB       0.002393
HML       0.007709
dtype: float64, 83684: const    -0.022895
vwretd    1.257031
SMB       0.022410
HML      -0.008528
dtype: float64, 83685: const     0.016154
vwretd    0.535855
SMB       0.008429
HML      -0.003427
dtype: float64, 83686: const     0.008845
vwretd    0.899027
SMB       0.005722
HML      -0.007201
dtype: float64, 83687: const    -0.001636
vwretd    0.910538
SMB       0.014476
HML       0.004489
dtype: float64, 83688: const    -0.010126
vwretd    0.984914
SMB       0.012451
HML      -0.001240
dtype: float64, 83689: const    -0.057921
vwretd    1.179676
SMB       0.011076
HML       0.019469
dtype: float64, 83690: const     0.007876
vwretd    0.890015
SMB       0.006321
HML       0.006175
dtype: float64, 83691: const     0.027254
vwretd    0.239997
SMB       0.003567
HML       0.002236
dtype: float64, 83692: const    -0.025177
vwretd    1.483849
SMB       0.027415
HML       0.033306
dtype: float64, 83693: const     0.023183
vwretd    2.314254
SMB       0.004349
HML      -0.015227
dtype: float64, 83694: const    -0.000528
vwretd    0.861189
SMB       0.008291
HML       0.017762
dtype: float64, 83696: const    -0.018127
vwretd    1.952692
SMB      -0.002827
HML       0.009939
dtype: float64, 83697: const     0.003043
vwretd    0.312993
SMB       0.006816
HML       0.003078
dtype: float64, 83699: const     0.010158
vwretd    1.393826
SMB       0.010679
HML       0.005279
dtype: float64, 83700: const     0.021038
vwretd   -0.238274
SMB       0.023806
HML      -0.004366
dtype: float64, 83701: const    -0.027277
vwretd    1.073321
SMB       0.006710
HML       0.008978
dtype: float64, 83702: const    -0.035774
vwretd    2.237869
SMB       0.012639
HML       0.019246
dtype: float64, 83703: const    -0.036337
vwretd    1.795990
SMB       0.008184
HML       0.010448
dtype: float64, 83704: const    -0.003350
vwretd    1.253596
SMB      -0.005789
HML      -0.010916
dtype: float64, 83705: const     0.029384
vwretd    1.364303
SMB      -0.001446
HML      -0.019951
dtype: float64, 83706: const     0.020316
vwretd    0.921735
SMB       0.025294
HML      -0.011362
dtype: float64, 83707: const    -0.004255
vwretd    0.661479
SMB       0.021991
HML       0.006282
dtype: float64, 83708: const     0.019185
vwretd   -1.497537
SMB       0.004940
HML      -0.022609
dtype: float64, 83709: const     0.003518
vwretd    2.418318
SMB       0.011887
HML      -0.010435
dtype: float64, 83710: const     0.013872
vwretd    0.829729
SMB       0.015339
HML       0.019819
dtype: float64, 83711: const     0.029615
vwretd    1.112721
SMB       0.007566
HML       0.008003
dtype: float64, 83712: const     0.150563
vwretd   -5.910038
SMB      -0.032376
HML      -0.066579
dtype: float64, 83715: const    -0.004515
vwretd    1.026117
SMB       0.002360
HML       0.009966
dtype: float64, 83716: const    -0.003251
vwretd    0.474181
SMB      -0.014791
HML      -0.002931
dtype: float64, 83717: const     0.014333
vwretd    0.109615
SMB       0.000692
HML       0.004979
dtype: float64, 83718: const    -0.019455
vwretd    1.669465
SMB       0.007656
HML       0.014204
dtype: float64, 83719: const    -0.055411
vwretd   -0.303044
SMB       0.006902
HML      -0.007889
dtype: float64, 83720: const     0.005565
vwretd    0.895425
SMB       0.008681
HML       0.011418
dtype: float64, 83721: const     0.004522
vwretd    0.714295
SMB       0.006731
HML       0.009479
dtype: float64, 83722: const     0.012239
vwretd    0.833321
SMB       0.018051
HML      -0.017603
dtype: float64, 83723: const    -0.018734
vwretd    1.052825
SMB       0.006850
HML       0.015092
dtype: float64, 83724: const     0.011111
vwretd    1.450835
SMB       0.006191
HML       0.013770
dtype: float64, 83725: const     0.011104
vwretd    1.185702
SMB       0.005358
HML       0.008074
dtype: float64, 83726: const    -0.010376
vwretd    0.763786
SMB       0.018706
HML       0.023178
dtype: float64, 83727: const    -0.028437
vwretd    1.481684
SMB       0.005547
HML       0.004565
dtype: float64, 83728: const     0.009659
vwretd    0.325572
SMB      -0.001533
HML       0.003266
dtype: float64, 83729: const    -0.002483
vwretd    0.528116
SMB       0.001153
HML       0.004332
dtype: float64, 83730: const     0.039182
vwretd    1.663492
SMB       0.018115
HML      -0.008235
dtype: float64, 83731: const     0.042923
vwretd    1.629185
SMB       0.009611
HML      -0.002248
dtype: float64, 83732: const    -0.004751
vwretd    1.507329
SMB      -0.000384
HML      -0.005748
dtype: float64, 83733: const     0.063251
vwretd   -0.488628
SMB       0.004684
HML      -0.029975
dtype: float64, 83734: const    -0.015871
vwretd    1.192446
SMB       0.005022
HML      -0.002229
dtype: float64, 83735: const     0.144395
vwretd   -6.354267
SMB      -0.021636
HML      -0.102005
dtype: float64, 83736: const    -0.011309
vwretd    1.010125
SMB       0.011334
HML      -0.002749
dtype: float64, 83737: const     0.012545
vwretd    0.465902
SMB       0.010295
HML       0.000388
dtype: float64, 83738: const     0.008581
vwretd    0.374832
SMB       0.003882
HML       0.005120
dtype: float64, 83739: const    -0.032346
vwretd    0.615350
SMB       0.002035
HML      -0.000384
dtype: float64, 83740: const    -0.016738
vwretd    0.606052
SMB       0.013624
HML       0.000413
dtype: float64, 83741: const     0.011711
vwretd    0.112992
SMB       0.000110
HML       0.002589
dtype: float64, 83742: const     0.054200
vwretd    1.260854
SMB       0.018545
HML      -0.034715
dtype: float64, 83743: const     0.125114
vwretd   -0.405910
SMB       0.056942
HML      -0.022176
dtype: float64, 83744: const     0.014137
vwretd    2.564240
SMB       0.008508
HML      -0.002739
dtype: float64, 83745: const    -0.046192
vwretd    1.854002
SMB       0.007187
HML      -0.026586
dtype: float64, 83746: const     0.118579
vwretd   -1.660496
SMB      -0.012874
HML      -0.044236
dtype: float64, 83747: const    -0.079578
vwretd   -0.568174
SMB       0.001831
HML       0.011844
dtype: float64, 83748: const     0.005925
vwretd    0.861296
SMB       0.001316
HML      -0.004081
dtype: float64, 83749: const    -0.019491
vwretd    1.242032
SMB       0.024370
HML      -0.001640
dtype: float64, 83750: const    -0.010645
vwretd    1.240645
SMB       0.009355
HML       0.007220
dtype: float64, 83751: const    -0.039761
vwretd    0.113553
SMB       0.010112
HML       0.005155
dtype: float64, 83753: const    -0.159097
vwretd   -0.881633
SMB      -0.005706
HML      -0.035257
dtype: float64, 83754: const     0.000037
vwretd    0.214227
SMB       0.003683
HML       0.007507
dtype: float64, 83755: const    -0.035612
vwretd    0.574555
SMB      -0.003146
HML      -0.000959
dtype: float64, 83756: const     0.016885
vwretd    0.773341
SMB       0.026094
HML      -0.015469
dtype: float64, 83757: const    -0.012815
vwretd    1.657570
SMB       0.022951
HML       0.014066
dtype: float64, 83758: const    -0.003472
vwretd   -0.273927
SMB       0.000694
HML      -0.023976
dtype: float64, 83759: const    -0.071157
vwretd    0.761131
SMB      -0.005535
HML      -0.000418
dtype: float64, 83760: const    -0.027930
vwretd    1.769214
SMB       0.022983
HML       0.052538
dtype: float64, 83761: const    -0.058352
vwretd    2.020854
SMB       0.008805
HML       0.015930
dtype: float64, 83762: const     0.003174
vwretd    0.604215
SMB       0.002783
HML      -0.010650
dtype: float64, 83763: const     0.036356
vwretd   -0.207382
SMB       0.032759
HML      -0.004687
dtype: float64, 83764: const     0.009436
vwretd    0.303433
SMB      -0.001922
HML       0.004473
dtype: float64, 83765: const     0.025471
vwretd    0.970982
SMB       0.009181
HML       0.015055
dtype: float64, 83766: const    -0.002371
vwretd    1.595373
SMB      -0.001009
HML      -0.017481
dtype: float64, 83767: const     -0.135099
vwretd    10.010647
SMB       -0.074209
HML        0.039214
dtype: float64, 83768: const     0.000893
vwretd    0.567537
SMB      -0.002690
HML      -0.013238
dtype: float64, 83769: const    -0.096820
vwretd    1.973003
SMB       0.016625
HML       0.016417
dtype: float64, 83770: const     0.000131
vwretd    0.376699
SMB       0.009099
HML      -0.027319
dtype: float64, 83771: const     0.009108
vwretd    0.217685
SMB       0.001760
HML       0.000651
dtype: float64, 83773: const     0.022704
vwretd    0.235270
SMB       0.018323
HML      -0.009913
dtype: float64, 83774: const     0.000593
vwretd    0.703679
SMB       0.006394
HML       0.009611
dtype: float64, 83775: const    -0.105722
vwretd    1.469187
SMB       0.097384
HML       0.021186
dtype: float64, 83776: const     0.021150
vwretd    1.292936
SMB       0.016531
HML      -0.022386
dtype: float64, 83777: const     0.026951
vwretd    1.843123
SMB       0.022565
HML      -0.013490
dtype: float64, 83778: const     0.020262
vwretd    0.865368
SMB       0.009860
HML      -0.025803
dtype: float64, 83779: const     0.009520
vwretd    1.023130
SMB       0.016165
HML      -0.008626
dtype: float64, 83780: const    -0.086263
vwretd    1.223948
SMB      -0.005069
HML      -0.025023
dtype: float64, 83781: const    -0.027725
vwretd    1.001570
SMB       0.023280
HML       0.008787
dtype: float64, 83782: const     0.010039
vwretd    1.491575
SMB      -0.001134
HML      -0.019475
dtype: float64, 83783: const     0.019713
vwretd    0.846241
SMB       0.013317
HML      -0.001719
dtype: float64, 83784: const     0.015327
vwretd    0.399742
SMB       0.013130
HML      -0.003191
dtype: float64, 83785: const    -0.004919
vwretd    0.107695
SMB       0.010079
HML       0.000307
dtype: float64, 83786: const    -0.075911
vwretd    1.812726
SMB       0.017761
HML       0.035986
dtype: float64, 83787: const     0.009741
vwretd    0.021217
SMB       0.005834
HML       0.009014
dtype: float64, 83788: const    -0.127224
vwretd    1.091198
SMB      -0.005450
HML       0.019542
dtype: float64, 83789: const     0.000027
vwretd    0.389923
SMB       0.011636
HML       0.005587
dtype: float64, 83790: const     0.044784
vwretd    0.211467
SMB       0.010404
HML      -0.035644
dtype: float64, 83791: const    -0.019434
vwretd    0.248977
SMB       0.001819
HML      -0.002676
dtype: float64, 83792: const     0.109742
vwretd   -3.588928
SMB       0.032986
HML      -0.034516
dtype: float64, 83793: const    -0.063422
vwretd    4.117689
SMB      -0.038425
HML       0.012917
dtype: float64, 83794: const     0.019481
vwretd    1.592244
SMB       0.016477
HML      -0.016545
dtype: float64, 83795: const    -0.078815
vwretd    1.032552
SMB       0.027174
HML       0.016392
dtype: float64, 83796: const     0.006752
vwretd   -0.042826
SMB       0.001321
HML       0.000715
dtype: float64, 83797: const     0.025306
vwretd    1.813506
SMB       0.017508
HML      -0.002808
dtype: float64, 83798: const    -0.051647
vwretd    0.588811
SMB      -0.003278
HML      -0.023484
dtype: float64, 83799: const     0.007204
vwretd    0.513689
SMB       0.005505
HML       0.001363
dtype: float64, 83800: const    -0.003868
vwretd    0.552025
SMB       0.008630
HML       0.017715
dtype: float64, 83801: const    -0.057868
vwretd    1.583419
SMB       0.005724
HML       0.005306
dtype: float64, 83803: const     0.039647
vwretd    0.927212
SMB       0.006883
HML       0.004385
dtype: float64, 83804: const     0.016369
vwretd    0.371234
SMB       0.006130
HML      -0.004343
dtype: float64, 83805: const     0.016518
vwretd    1.474326
SMB       0.010944
HML       0.004972
dtype: float64, 83806: const    -0.150746
vwretd    0.153989
SMB       0.022556
HML       0.040579
dtype: float64, 83807: const     0.029172
vwretd    0.506524
SMB       0.012422
HML      -0.004086
dtype: float64, 83808: const     0.010474
vwretd    1.401461
SMB       0.019156
HML      -0.009324
dtype: float64, 83809: const     0.021361
vwretd    0.929381
SMB       0.009669
HML      -0.010898
dtype: float64, 83810: const    -0.008742
vwretd    2.075969
SMB       0.002368
HML       0.019517
dtype: float64, 83811: const    -0.334940
vwretd    0.015111
SMB       0.072624
HML       0.047718
dtype: float64, 83812: const    -0.036274
vwretd    1.310037
SMB       0.015781
HML       0.032465
dtype: float64, 83813: const     0.032190
vwretd    2.112794
SMB       0.010311
HML      -0.019099
dtype: float64, 83814: const     0.029560
vwretd    1.011188
SMB       0.017235
HML       0.016846
dtype: float64, 83815: const     0.004385
vwretd    0.724589
SMB       0.003242
HML       0.007898
dtype: float64, 83816: const    -0.031413
vwretd    1.368657
SMB       0.003978
HML      -0.007222
dtype: float64, 83817: const    -0.008408
vwretd    0.622986
SMB       0.002098
HML       0.006201
dtype: float64, 83818: const     0.002024
vwretd    0.236324
SMB       0.007382
HML       0.007297
dtype: float64, 83819: const     0.017727
vwretd    0.449501
SMB       0.022394
HML      -0.033085
dtype: float64, 83820: const    -0.007197
vwretd    1.722762
SMB       0.003083
HML       0.016335
dtype: float64, 83821: const     0.007603
vwretd    0.635416
SMB      -0.001741
HML       0.006005
dtype: float64, 83822: const     0.005404
vwretd    1.561365
SMB       0.006649
HML       0.004915
dtype: float64, 83823: const     0.014339
vwretd    1.392801
SMB       0.010194
HML      -0.007999
dtype: float64, 83824: const    -0.033819
vwretd    1.244280
SMB       0.004638
HML       0.010604
dtype: float64, 83825: const     0.012998
vwretd    0.657185
SMB       0.006535
HML       0.011780
dtype: float64, 83827: const     0.003312
vwretd    0.436139
SMB       0.001749
HML       0.004554
dtype: float64, 83828: const     0.004392
vwretd    0.955565
SMB       0.006453
HML       0.011584
dtype: float64, 83829: const    -0.073060
vwretd    1.304510
SMB       0.007753
HML       0.010638
dtype: float64, 83830: const     0.038411
vwretd    0.615085
SMB       0.012050
HML       0.006433
dtype: float64, 83831: const     0.004175
vwretd    0.413702
SMB      -0.000646
HML       0.005932
dtype: float64, 83832: const    -0.000681
vwretd    0.939005
SMB       0.003842
HML       0.008858
dtype: float64, 83833: const     0.003506
vwretd    0.690105
SMB       0.008617
HML       0.010612
dtype: float64, 83834: const    -0.005459
vwretd    1.561584
SMB       0.012422
HML       0.014887
dtype: float64, 83835: const     0.003575
vwretd    1.170942
SMB      -0.000878
HML       0.004253
dtype: float64, 83836: const    -0.009547
vwretd    0.987595
SMB       0.032399
HML       0.019617
dtype: float64, 83837: const    -0.064212
vwretd    8.433866
SMB       0.025876
HML      -0.018006
dtype: float64, 83838: const    -0.004825
vwretd    2.399707
SMB       0.020410
HML       0.000800
dtype: float64, 83840: const    -0.026614
vwretd    0.977761
SMB      -0.015561
HML      -0.001208
dtype: float64, 83841: const    -0.057875
vwretd    0.812831
SMB       0.000846
HML      -0.015062
dtype: float64, 83842: const    -0.242906
vwretd    5.090721
SMB       0.065666
HML       0.070588
dtype: float64, 83843: const     0.047084
vwretd   -0.093112
SMB       0.005557
HML      -0.015723
dtype: float64, 83844: const     0.002277
vwretd    0.982011
SMB       0.014833
HML      -0.006519
dtype: float64, 83845: const     0.009237
vwretd    0.204265
SMB       0.001126
HML       0.012754
dtype: float64, 83847: const    -0.001504
vwretd    0.587560
SMB      -0.002380
HML      -0.013884
dtype: float64, 83849: const    -0.034768
vwretd    1.569518
SMB       0.010949
HML      -0.002755
dtype: float64, 83850: const     0.010687
vwretd    0.400110
SMB       0.013506
HML      -0.001331
dtype: float64, 83851: const    -0.045525
vwretd   -0.402599
SMB      -0.018489
HML      -0.053793
dtype: float64, 83852: const     0.152136
vwretd    4.658735
SMB       0.048195
HML      -0.085718
dtype: float64, 83853: const    -0.066727
vwretd    0.582625
SMB       0.016636
HML      -0.010959
dtype: float64, 83854: const     0.027711
vwretd    0.000420
SMB      -0.007258
HML       0.005047
dtype: float64, 83855: const     0.005059
vwretd    1.286790
SMB       0.005377
HML      -0.010837
dtype: float64, 83856: const     0.002917
vwretd    0.855268
SMB       0.004281
HML       0.001444
dtype: float64, 83857: const    -0.113813
vwretd    2.737450
SMB       0.021859
HML       0.045129
dtype: float64, 83858: const    -0.011419
vwretd    1.905375
SMB       0.007511
HML       0.012799
dtype: float64, 83859: const    -0.003038
vwretd    1.854887
SMB       0.018664
HML       0.002633
dtype: float64, 83860: const    -0.042642
vwretd    2.124675
SMB       0.011376
HML       0.015403
dtype: float64, 83861: const     0.011757
vwretd    0.526480
SMB       0.011067
HML       0.006840
dtype: float64, 83862: const    -0.002594
vwretd    2.249475
SMB       0.006477
HML      -0.001492
dtype: float64, 83863: const     0.016043
vwretd    1.323719
SMB       0.022250
HML      -0.012020
dtype: float64, 83864: const    -0.031458
vwretd    0.898285
SMB       0.009173
HML       0.008456
dtype: float64, 83865: const    -0.079390
vwretd    0.575002
SMB       0.003995
HML       0.002540
dtype: float64, 83866: const     0.011140
vwretd    0.964608
SMB       0.006309
HML      -0.002112
dtype: float64, 83867: const    -0.196879
vwretd   -0.833251
SMB       0.016361
HML       0.028062
dtype: float64, 83868: const     0.009338
vwretd    0.984099
SMB       0.000079
HML       0.012215
dtype: float64, 83869: const     0.018425
vwretd    0.619261
SMB       0.011371
HML       0.002722
dtype: float64, 83870: const    -0.151920
vwretd    2.199129
SMB      -0.006201
HML       0.002136
dtype: float64, 83871: const     0.084710
vwretd   -1.340356
SMB      -0.023609
HML      -0.062661
dtype: float64, 83872: const     0.010859
vwretd   -4.233733
SMB      -0.034136
HML      -0.164026
dtype: float64, 83873: const    -0.102301
vwretd    1.501065
SMB       0.013787
HML       0.000149
dtype: float64, 83874: const     0.081181
vwretd   -1.129937
SMB       0.020891
HML      -0.129485
dtype: float64, 83875: const     0.022224
vwretd    1.497932
SMB       0.004114
HML       0.009451
dtype: float64, 83876: const    -0.295085
vwretd   -0.006202
SMB      -0.016971
HML       0.060579
dtype: float64, 83877: const    -0.000015
vwretd    0.501958
SMB       0.003565
HML      -0.032473
dtype: float64, 83878: const    -0.099119
vwretd    2.717453
SMB       0.029818
HML       0.006905
dtype: float64, 83879: const     0.001198
vwretd    1.634646
SMB       0.001321
HML       0.005834
dtype: float64, 83880: const    -0.015628
vwretd    1.040568
SMB       0.006370
HML       0.006125
dtype: float64, 83881: const    -0.142399
vwretd    1.061171
SMB       0.004188
HML       0.035940
dtype: float64, 83882: const     0.002097
vwretd    1.357888
SMB       0.017131
HML       0.013851
dtype: float64, 83883: const     0.012465
vwretd    0.882705
SMB       0.014598
HML      -0.002269
dtype: float64, 83884: const    -0.020834
vwretd    1.546423
SMB       0.008709
HML      -0.000511
dtype: float64, 83885: const     0.005892
vwretd    1.829915
SMB       0.028308
HML      -0.005175
dtype: float64, 83886: const     0.042395
vwretd    0.095802
SMB       0.008297
HML       0.009890
dtype: float64, 83887: const    -0.071446
vwretd    2.257925
SMB       0.010083
HML       0.020532
dtype: float64, 83888: const    -0.113692
vwretd    2.312506
SMB       0.013421
HML       0.003360
dtype: float64, 83889: const     0.040580
vwretd    1.393980
SMB      -0.001472
HML      -0.012936
dtype: float64, 83890: const    -0.082753
vwretd   -0.055639
SMB       0.015773
HML       0.002054
dtype: float64, 83891: const     0.007832
vwretd    0.675827
SMB       0.020833
HML       0.003144
dtype: float64, 83892: const    -0.008559
vwretd    0.042817
SMB       0.000819
HML       0.020890
dtype: float64, 83893: const    -0.002610
vwretd    0.245541
SMB       0.005585
HML       0.006722
dtype: float64, 83894: const    -0.008875
vwretd    0.353826
SMB      -0.005241
HML      -0.010700
dtype: float64, 83895: const    -0.022417
vwretd    0.761270
SMB       0.012666
HML       0.015208
dtype: float64, 83896: const    -0.012517
vwretd    0.788857
SMB       0.021768
HML       0.001219
dtype: float64, 83897: const    -0.005653
vwretd    1.404333
SMB       0.001986
HML       0.013236
dtype: float64, 83898: const     0.013465
vwretd    0.410746
SMB       0.001201
HML       0.002608
dtype: float64, 83899: const    -0.082546
vwretd    0.243584
SMB       0.013567
HML      -0.032671
dtype: float64, 83900: const    -0.048424
vwretd    2.068137
SMB       0.010410
HML       0.019602
dtype: float64, 83901: const    -0.059953
vwretd    2.078248
SMB       0.005092
HML       0.011736
dtype: float64, 83902: const     0.194233
vwretd    2.178311
SMB       0.054553
HML      -0.145891
dtype: float64, 83903: const    -0.003135
vwretd    0.747260
SMB       0.005545
HML       0.017037
dtype: float64, 83904: const    -0.007144
vwretd   -0.751280
SMB      -0.007204
HML      -0.075957
dtype: float64, 83905: const    -0.042905
vwretd   -0.181932
SMB      -0.003711
HML      -0.004308
dtype: float64, 83906: const     0.009872
vwretd    0.492460
SMB      -0.000053
HML       0.001705
dtype: float64, 83907: const     0.038662
vwretd    1.848041
SMB      -0.001040
HML      -0.026557
dtype: float64, 83908: const     0.016821
vwretd    0.701394
SMB       0.019838
HML      -0.011378
dtype: float64, 83909: const     0.011256
vwretd    0.943404
SMB       0.003472
HML       0.002469
dtype: float64, 83910: const     0.004163
vwretd    1.230655
SMB       0.009730
HML       0.006674
dtype: float64, 83911: const     0.018311
vwretd    1.572944
SMB       0.020323
HML       0.026438
dtype: float64, 83912: const    -0.338523
vwretd    5.531695
SMB       0.039103
HML       0.043126
dtype: float64, 83913: const     0.016762
vwretd    0.033271
SMB      -0.005666
HML      -0.005971
dtype: float64, 83914: const     0.002250
vwretd    0.327059
SMB       0.011025
HML       0.004771
dtype: float64, 83915: const    -0.041106
vwretd    1.928832
SMB      -0.001257
HML      -0.020192
dtype: float64, 83916: const     0.003465
vwretd    1.146156
SMB       0.009799
HML      -0.003591
dtype: float64, 83917: const     0.061959
vwretd    0.228587
SMB      -0.020592
HML      -0.073122
dtype: float64, 83918: const    -0.010009
vwretd    1.544252
SMB       0.009679
HML       0.003926
dtype: float64, 83919: const     0.001283
vwretd    0.703733
SMB       0.008970
HML       0.000330
dtype: float64, 83920: const     0.057662
vwretd    0.671706
SMB      -0.004129
HML      -0.004673
dtype: float64, 83921: const     0.243316
vwretd   -7.785635
SMB       0.038580
HML      -0.009205
dtype: float64, 83922: const     0.014319
vwretd    0.887119
SMB       0.020852
HML       0.010903
dtype: float64, 83923: const     0.005929
vwretd    0.923148
SMB       0.004349
HML       0.003481
dtype: float64, 83924: const     0.004152
vwretd    0.038297
SMB       0.003023
HML       0.002328
dtype: float64, 83925: const    -0.015489
vwretd    2.015408
SMB       0.024870
HML       0.038611
dtype: float64, 83926: const     0.008502
vwretd    0.540091
SMB       0.005569
HML       0.010922
dtype: float64, 83927: const    -0.001656
vwretd    0.428463
SMB       0.011207
HML       0.012291
dtype: float64, 83928: const     0.012266
vwretd    1.659480
SMB       0.009739
HML      -0.008268
dtype: float64, 83929: const     0.026184
vwretd    3.679303
SMB       0.021176
HML       0.029011
dtype: float64, 83930: const    -0.012813
vwretd    0.766440
SMB       0.023437
HML       0.013214
dtype: float64, 83931: const     0.031562
vwretd   -0.156689
SMB       0.007449
HML      -0.010699
dtype: float64, 83932: const     0.271625
vwretd   -7.690926
SMB      -0.055343
HML      -0.251393
dtype: float64, 83933: const     0.042138
vwretd    1.341553
SMB       0.015252
HML       0.009467
dtype: float64, 83934: const     0.004444
vwretd    0.283067
SMB       0.002835
HML       0.005450
dtype: float64, 83935: const     0.014426
vwretd    0.244657
SMB       0.009068
HML      -0.001813
dtype: float64, 83936: const    -0.008426
vwretd   -1.478632
SMB      -0.009237
HML      -0.072081
dtype: float64, 83937: const    -0.199669
vwretd    3.456393
SMB       0.022781
HML       0.022635
dtype: float64, 83938: const    -0.009697
vwretd    0.762674
SMB       0.002123
HML      -0.002869
dtype: float64, 83939: const     0.016789
vwretd    0.892522
SMB      -0.001082
HML       0.002706
dtype: float64, 83940: const    -0.016707
vwretd    1.929813
SMB       0.018706
HML      -0.000031
dtype: float64, 83941: const     0.041034
vwretd    0.477801
SMB      -0.003539
HML      -0.023471
dtype: float64, 83942: const     0.023737
vwretd    0.771481
SMB       0.018096
HML      -0.011474
dtype: float64, 83943: const     0.068131
vwretd   -0.966637
SMB       0.006083
HML      -0.004882
dtype: float64, 83944: const    -0.003242
vwretd    1.991329
SMB       0.011333
HML      -0.010594
dtype: float64, 83945: const     0.010093
vwretd    0.775926
SMB      -0.007979
HML      -0.026097
dtype: float64, 83946: const     0.006405
vwretd    1.630650
SMB       0.011434
HML       0.005143
dtype: float64, 83947: const    -0.026073
vwretd    1.347581
SMB      -0.002097
HML       0.006021
dtype: float64, 83948: const     0.000519
vwretd    0.028901
SMB       0.025496
HML      -0.011272
dtype: float64, 83950: const    -0.005549
vwretd    1.889315
SMB       0.003371
HML      -0.002409
dtype: float64, 83951: const     0.015113
vwretd    0.463292
SMB       0.005171
HML      -0.008474
dtype: float64, 83952: const     0.091630
vwretd    0.080125
SMB      -0.026378
HML      -0.113578
dtype: float64, 83953: const     0.000329
vwretd    1.755982
SMB       0.006307
HML       0.006705
dtype: float64, 83954: const     0.017648
vwretd   -0.074000
SMB       0.003881
HML      -0.005047
dtype: float64, 83955: const     0.071887
vwretd   -2.598163
SMB       0.021407
HML      -0.033750
dtype: float64, 83956: const     0.010521
vwretd    0.647064
SMB       0.001393
HML      -0.002965
dtype: float64, 83957: const    -0.001271
vwretd    1.117483
SMB       0.009178
HML       0.010636
dtype: float64, 83958: const     0.017338
vwretd    1.136817
SMB       0.026602
HML      -0.002518
dtype: float64, 83959: const    -0.011445
vwretd    1.535816
SMB       0.005597
HML      -0.014748
dtype: float64, 83960: const    -0.072382
vwretd    1.554681
SMB       0.005058
HML       0.000181
dtype: float64, 83961: const     0.003490
vwretd    1.286195
SMB       0.012120
HML       0.003088
dtype: float64, 83962: const     0.025425
vwretd    0.841171
SMB       0.014291
HML       0.003363
dtype: float64, 83963: const     0.072968
vwretd    2.029640
SMB       0.026775
HML      -0.030462
dtype: float64, 83964: const     0.009608
vwretd    0.052724
SMB       0.007677
HML       0.003924
dtype: float64, 83965: const    -0.003394
vwretd    0.888791
SMB       0.010187
HML       0.000377
dtype: float64, 83966: const    -0.021693
vwretd    1.883563
SMB       0.015818
HML      -0.018735
dtype: float64, 83967: const     0.005955
vwretd    1.660337
SMB       0.005432
HML       0.005431
dtype: float64, 83968: const    -0.000933
vwretd    0.720722
SMB       0.003695
HML       0.010473
dtype: float64, 83969: const     0.007076
vwretd    0.705887
SMB       0.006077
HML       0.009316
dtype: float64, 83970: const    -0.019596
vwretd   -1.165973
SMB       0.013252
HML       0.018247
dtype: float64, 83971: const     0.016002
vwretd    0.387713
SMB       0.025727
HML      -0.009604
dtype: float64, 83974: const     0.000834
vwretd    1.411763
SMB       0.001957
HML       0.009972
dtype: float64, 83975: const    -0.194969
vwretd    1.864667
SMB       0.016473
HML      -0.001150
dtype: float64, 83976: const     0.004436
vwretd    1.430305
SMB       0.002421
HML       0.004535
dtype: float64, 83977: const     0.044744
vwretd    1.018218
SMB      -0.008753
HML       0.000783
dtype: float64, 83978: const    -0.004741
vwretd    0.580959
SMB       0.002483
HML       0.003704
dtype: float64, 83979: const    -0.066076
vwretd    1.609728
SMB      -0.011474
HML       0.029463
dtype: float64, 83980: const     0.001083
vwretd    0.785215
SMB       0.003485
HML       0.006179
dtype: float64, 83981: const    -0.009063
vwretd    2.227503
SMB       0.010628
HML       0.011818
dtype: float64, 83982: const    -0.000031
vwretd    0.742839
SMB       0.000560
HML      -0.000643
dtype: float64, 83983: const     0.021661
vwretd   -0.274267
SMB       0.022425
HML      -0.013388
dtype: float64, 83985: const    -0.018177
vwretd    0.765501
SMB       0.000820
HML       0.012731
dtype: float64, 83986: const     0.054519
vwretd    2.714917
SMB       0.000918
HML       0.023100
dtype: float64, 83987: const    -0.000528
vwretd    0.821569
SMB      -0.003182
HML      -0.000864
dtype: float64, 83988: const     0.005304
vwretd    0.907545
SMB       0.007157
HML       0.019082
dtype: float64, 83989: const     0.002106
vwretd    1.583026
SMB       0.009356
HML       0.012715
dtype: float64, 83990: const    -0.005358
vwretd    1.207949
SMB       0.014805
HML       0.012665
dtype: float64, 83991: const     0.005330
vwretd    0.988452
SMB       0.001836
HML       0.008868
dtype: float64, 83992: const    -0.011700
vwretd    2.256598
SMB      -0.001428
HML       0.017808
dtype: float64, 83993: const     0.028061
vwretd    0.293705
SMB       0.009714
HML      -0.002287
dtype: float64, 83994: const     0.035420
vwretd    0.478506
SMB       0.019632
HML      -0.006157
dtype: float64, 83995: const    -0.003352
vwretd    1.626102
SMB      -0.002228
HML       0.014937
dtype: float64, 83996: const    -0.001131
vwretd    1.673121
SMB       0.001564
HML       0.001514
dtype: float64, 83998: const    -0.005754
vwretd    1.689374
SMB       0.005298
HML      -0.000180
dtype: float64, 83999: const    -0.002008
vwretd    0.354103
SMB      -0.000877
HML       0.001151
dtype: float64, 84000: const     0.038109
vwretd    0.184850
SMB       0.003834
HML       0.002154
dtype: float64, 84001: const     0.007585
vwretd    1.331182
SMB       0.000347
HML       0.001205
dtype: float64, 84002: const     0.007110
vwretd    0.165146
SMB       0.005945
HML      -0.009921
dtype: float64, 84003: const    -0.003831
vwretd    1.676895
SMB       0.001579
HML       0.018449
dtype: float64, 84004: const     0.033172
vwretd   -2.436570
SMB       0.000849
HML      -0.015745
dtype: float64, 84005: const     0.002144
vwretd    1.934281
SMB       0.002605
HML      -0.009936
dtype: float64, 84007: const    -0.000949
vwretd    1.154353
SMB       0.005168
HML       0.010289
dtype: float64, 84008: const    -0.006425
vwretd    1.672401
SMB       0.018779
HML      -0.008099
dtype: float64, 84009: const     0.056832
vwretd    1.334024
SMB       0.011285
HML      -0.027163
dtype: float64, 84010: const     0.018151
vwretd    0.571840
SMB       0.010283
HML       0.005333
dtype: float64, 84011: const    -0.288106
vwretd    3.555784
SMB      -0.003837
HML       0.031508
dtype: float64, 84012: const      1.004555
vwretd   -13.919042
SMB       -0.158699
HML       -0.219004
dtype: float64, 84013: const    -0.003885
vwretd    2.041033
SMB       0.002361
HML       0.022825
dtype: float64, 84014: const     0.055462
vwretd    1.184780
SMB       0.034988
HML       0.014358
dtype: float64, 84015: const     0.003564
vwretd    0.430615
SMB       0.004471
HML       0.007268
dtype: float64, 84016: const    -0.008797
vwretd    0.411903
SMB       0.009302
HML       0.010850
dtype: float64, 84017: const     0.009718
vwretd    0.364051
SMB       0.002875
HML       0.004437
dtype: float64, 84018: const    -0.021354
vwretd    1.199500
SMB       0.005069
HML      -0.008734
dtype: float64, 84019: const    -0.012188
vwretd    1.134764
SMB       0.011751
HML       0.021614
dtype: float64, 84020: const     0.002592
vwretd    0.867210
SMB      -0.002934
HML       0.002840
dtype: float64, 84021: const    -0.001422
vwretd    1.880647
SMB      -0.000130
HML       0.008768
dtype: float64, 84022: const     -0.300715
vwretd   -23.530335
SMB        0.361722
HML        0.233878
dtype: float64, 84023: const     0.009996
vwretd    0.926883
SMB       0.004685
HML       0.005452
dtype: float64, 84024: const     0.028391
vwretd    0.322650
SMB      -0.003616
HML      -0.005685
dtype: float64, 84025: const     0.047726
vwretd    0.314023
SMB      -0.000627
HML      -0.004663
dtype: float64, 84026: const     0.000720
vwretd    0.713373
SMB       0.003312
HML       0.003340
dtype: float64, 84027: const     0.025230
vwretd    2.136406
SMB       0.015789
HML       0.026511
dtype: float64, 84028: const     0.034993
vwretd    0.653729
SMB       0.015846
HML      -0.004165
dtype: float64, 84029: const    -0.023490
vwretd    1.400052
SMB       0.010734
HML       0.037264
dtype: float64, 84030: const     0.013249
vwretd    1.445887
SMB       0.007104
HML       0.005232
dtype: float64, 84031: const    -0.012353
vwretd    1.421930
SMB       0.010925
HML       0.005187
dtype: float64, 84032: const    -0.000004
vwretd    1.517869
SMB       0.007650
HML       0.006377
dtype: float64, 84033: const     0.002964
vwretd    0.425102
SMB       0.004227
HML       0.009211
dtype: float64, 84034: const     0.085641
vwretd   -1.910441
SMB       0.028729
HML      -0.042317
dtype: float64, 84036: const    -0.014245
vwretd    1.909473
SMB       0.006001
HML       0.013684
dtype: float64, 84037: const    -0.021596
vwretd    1.551324
SMB       0.002811
HML       0.013723
dtype: float64, 84038: const     0.008188
vwretd    0.079024
SMB       0.000443
HML      -0.001080
dtype: float64, 84039: const     0.000219
vwretd    0.178045
SMB      -0.002452
HML      -0.018073
dtype: float64, 84040: const    -0.041408
vwretd    1.696554
SMB       0.006780
HML       0.006336
dtype: float64, 84041: const    -0.003205
vwretd    1.313117
SMB       0.011047
HML       0.010016
dtype: float64, 84042: const     0.006265
vwretd    1.416657
SMB       0.006753
HML       0.007991
dtype: float64, 84043: const    -0.010854
vwretd   -0.122211
SMB       0.017414
HML      -0.038071
dtype: float64, 84044: const     0.015286
vwretd    1.616379
SMB       0.015604
HML      -0.003394
dtype: float64, 84045: const    -0.051580
vwretd    1.727910
SMB       0.010057
HML      -0.000909
dtype: float64, 84046: const     0.046785
vwretd    0.358955
SMB       0.010260
HML       0.006048
dtype: float64, 84047: const     0.005774
vwretd    2.130863
SMB       0.015337
HML      -0.007924
dtype: float64, 84048: const    -0.005486
vwretd    1.249506
SMB       0.006699
HML       0.012139
dtype: float64, 84049: const     -0.338337
vwretd   -24.686685
SMB        0.379262
HML        0.257093
dtype: float64, 84050: const    -0.092283
vwretd    1.032521
SMB       0.001425
HML      -0.001173
dtype: float64, 84051: const     0.022255
vwretd    1.517599
SMB       0.037799
HML       0.014211
dtype: float64, 84052: const     0.014605
vwretd    1.212252
SMB       0.029810
HML      -0.013235
dtype: float64, 84053: const    -0.091174
vwretd   -1.322990
SMB      -0.009832
HML      -0.001414
dtype: float64, 84054: const     0.176919
vwretd    0.011011
SMB       0.071868
HML      -0.006444
dtype: float64, 84055: const     0.020737
vwretd    0.434012
SMB       0.017337
HML      -0.035116
dtype: float64, 84056: const    -0.006697
vwretd    0.905334
SMB       0.027445
HML      -0.006068
dtype: float64, 84057: const     0.018321
vwretd    1.285575
SMB       0.006675
HML      -0.009472
dtype: float64, 84058: const    -0.001875
vwretd    0.318769
SMB       0.002235
HML       0.006078
dtype: float64, 84059: const      1.148667
vwretd   -20.708949
SMB       -0.167417
HML       -0.260239
dtype: float64, 84060: const     0.020296
vwretd    0.948657
SMB       0.025320
HML      -0.015400
dtype: float64, 84061: const     0.127218
vwretd   -3.287537
SMB       0.026747
HML      -0.037323
dtype: float64, 84062: const     0.010879
vwretd    0.831798
SMB       0.008722
HML       0.006470
dtype: float64, 84063: const     0.007069
vwretd    0.005228
SMB       0.000598
HML       0.000713
dtype: float64, 84064: const     0.019547
vwretd    1.069608
SMB       0.005922
HML      -0.008519
dtype: float64, 84065: const    -0.126180
vwretd    0.596541
SMB      -0.012256
HML      -0.000558
dtype: float64, 84066: const    -0.006613
vwretd    0.099288
SMB       0.005896
HML      -0.003041
dtype: float64, 84067: const     0.002330
vwretd    0.694289
SMB       0.020555
HML       0.004908
dtype: float64, 84068: const     0.145877
vwretd   -2.509875
SMB       0.028364
HML      -0.081336
dtype: float64, 84069: const     0.002758
vwretd    0.452327
SMB       0.000980
HML       0.001774
dtype: float64, 84070: const     0.089646
vwretd   -1.231734
SMB      -0.018029
HML       0.020032
dtype: float64, 84072: const     0.011217
vwretd    0.215644
SMB       0.005287
HML      -0.002663
dtype: float64, 84073: const     0.005261
vwretd    0.774819
SMB       0.006305
HML       0.007920
dtype: float64, 84074: const    -0.069310
vwretd    2.300040
SMB       0.032557
HML       0.016466
dtype: float64, 84075: const     0.017862
vwretd    0.653625
SMB       0.002554
HML       0.003620
dtype: float64, 84076: const     0.022357
vwretd    0.548184
SMB       0.006661
HML      -0.000381
dtype: float64, 84077: const    -0.060756
vwretd    0.364138
SMB       0.000530
HML      -0.008060
dtype: float64, 84078: const     0.062034
vwretd    0.402593
SMB       0.015492
HML      -0.017962
dtype: float64, 84079: const    -0.000431
vwretd    0.594296
SMB       0.008139
HML       0.006522
dtype: float64, 84080: const     0.139261
vwretd   -0.566847
SMB      -0.029711
HML      -0.023009
dtype: float64, 84081: const     0.005303
vwretd   -0.004604
SMB       0.010227
HML      -0.004790
dtype: float64, 84083: const     0.010523
vwretd    0.433189
SMB       0.001364
HML      -0.003237
dtype: float64, 84084: const     0.008440
vwretd    1.185789
SMB       0.006255
HML       0.005416
dtype: float64, 84085: const    -0.072392
vwretd    3.908721
SMB       0.027630
HML       0.035809
dtype: float64, 84086: const    -0.144985
vwretd    2.007348
SMB       0.006715
HML       0.038924
dtype: float64, 84087: const     0.038372
vwretd    0.525476
SMB       0.020272
HML      -0.017030
dtype: float64, 84088: const    -0.016515
vwretd   -0.836537
SMB       0.003153
HML      -0.038627
dtype: float64, 84090: const     0.404532
vwretd   -8.884677
SMB      -0.063684
HML      -0.169527
dtype: float64, 84091: const     0.071774
vwretd   -0.043182
SMB      -0.011179
HML       0.013200
dtype: float64, 84092: const     0.007748
vwretd    1.904974
SMB       0.015182
HML      -0.002623
dtype: float64, 84093: const    -0.014531
vwretd    0.905137
SMB       0.016676
HML      -0.008518
dtype: float64, 84094: const    -0.063642
vwretd    0.765528
SMB       0.010199
HML      -0.009909
dtype: float64, 84095: const    -0.088927
vwretd    0.279354
SMB       0.012552
HML      -0.016894
dtype: float64, 84096: const    -0.051626
vwretd    1.293419
SMB      -0.002142
HML      -0.004234
dtype: float64, 84097: const     0.006143
vwretd    0.034469
SMB       0.017195
HML       0.001329
dtype: float64, 84098: const     0.014815
vwretd    0.797690
SMB       0.028371
HML       0.001347
dtype: float64, 84099: const     0.007900
vwretd    0.690878
SMB       0.026269
HML       0.024631
dtype: float64, 84100: const    -0.015109
vwretd    1.002225
SMB       0.017065
HML      -0.025498
dtype: float64, 84101: const    -0.003162
vwretd    1.649347
SMB       0.017190
HML       0.005825
dtype: float64, 84102: const    -0.005108
vwretd    0.924704
SMB       0.006030
HML       0.008896
dtype: float64, 84103: const     0.004818
vwretd    0.709193
SMB       0.006431
HML       0.006933
dtype: float64, 84104: const     0.015020
vwretd    0.342707
SMB       0.001769
HML       0.001526
dtype: float64, 84105: const    -0.153227
vwretd    4.082901
SMB       0.023709
HML       0.076246
dtype: float64, 84106: const     0.016298
vwretd    0.785005
SMB      -0.005904
HML      -0.003771
dtype: float64, 84107: const     0.003129
vwretd    3.361403
SMB      -0.004388
HML       0.015807
dtype: float64, 84108: const    -0.019651
vwretd    1.030468
SMB       0.008443
HML       0.013099
dtype: float64, 84109: const    -0.160299
vwretd    0.234729
SMB       0.022007
HML      -0.008746
dtype: float64, 84110: const     0.009490
vwretd    1.057159
SMB       0.004993
HML       0.011707
dtype: float64, 84111: const     0.012659
vwretd    1.074442
SMB       0.009056
HML      -0.000279
dtype: float64, 84112: const    -0.022281
vwretd    3.105448
SMB       0.014631
HML       0.030460
dtype: float64, 84113: const     0.001766
vwretd    1.291575
SMB       0.015349
HML       0.008197
dtype: float64, 84114: const     0.000329
vwretd    1.546887
SMB       0.005045
HML      -0.001878
dtype: float64, 84115: const     0.234233
vwretd   -2.927390
SMB       0.081688
HML      -0.104189
dtype: float64, 84116: const     0.014225
vwretd    1.027500
SMB       0.001607
HML       0.009704
dtype: float64, 84117: const     0.007632
vwretd    2.159708
SMB       0.005222
HML      -0.001693
dtype: float64, 84118: const    -0.002809
vwretd    0.337182
SMB      -0.001670
HML       0.003022
dtype: float64, 84119: const     0.005236
vwretd   -0.486643
SMB      -0.015342
HML      -0.007153
dtype: float64, 84120: const     0.001096
vwretd    0.555588
SMB       0.021731
HML       0.006147
dtype: float64, 84121: const     0.030046
vwretd   -0.947252
SMB      -0.006193
HML      -0.032923
dtype: float64, 84122: const     0.014184
vwretd    0.257043
SMB       0.002465
HML       0.005440
dtype: float64, 84123: const    -0.100451
vwretd    1.569951
SMB       0.035912
HML       0.033708
dtype: float64, 84124: const    -0.068681
vwretd    2.492644
SMB       0.030354
HML      -0.002471
dtype: float64, 84125: const     0.013489
vwretd    1.407530
SMB       0.028043
HML       0.002698
dtype: float64, 84126: const    -0.035616
vwretd    1.569953
SMB       0.030894
HML       0.018632
dtype: float64, 84127: const     0.023896
vwretd    0.844964
SMB      -0.001863
HML       0.011662
dtype: float64, 84128: const     0.049597
vwretd   -0.201061
SMB      -0.008196
HML      -0.005662
dtype: float64, 84129: const    -0.001084
vwretd    1.039562
SMB       0.003549
HML       0.010645
dtype: float64, 84130: const    -0.005952
vwretd    1.295160
SMB       0.022105
HML       0.015085
dtype: float64, 84131: const    -0.001180
vwretd    0.217842
SMB       0.002007
HML       0.002605
dtype: float64, 84132: const    -0.122014
vwretd    2.974158
SMB       0.014105
HML       0.020002
dtype: float64, 84133: const    -0.006441
vwretd    1.022314
SMB       0.009812
HML       0.014444
dtype: float64, 84134: const     0.028155
vwretd    0.802566
SMB       0.003768
HML       0.011244
dtype: float64, 84135: const    -0.025700
vwretd    4.496924
SMB       0.009746
HML      -0.005740
dtype: float64, 84136: const     0.020469
vwretd    0.942563
SMB       0.012056
HML      -0.000769
dtype: float64, 84137: const    -0.035839
vwretd    0.905849
SMB       0.002253
HML      -0.012820
dtype: float64, 84138: const     0.036379
vwretd    0.089708
SMB       0.010305
HML      -0.028894
dtype: float64, 84139: const    -0.087008
vwretd    0.178238
SMB       0.030176
HML       0.060693
dtype: float64, 84140: const    -0.011673
vwretd    0.620413
SMB       0.004540
HML       0.008749
dtype: float64, 84141: const    -0.045977
vwretd    1.115190
SMB      -0.005835
HML      -0.023049
dtype: float64, 84142: const    -0.002733
vwretd    0.993172
SMB       0.004418
HML       0.013205
dtype: float64, 84143: const    -0.030222
vwretd    1.033099
SMB       0.012025
HML       0.013775
dtype: float64, 84144: const     0.071249
vwretd    0.431196
SMB       0.018864
HML      -0.038996
dtype: float64, 84145: const     0.003143
vwretd    0.723452
SMB       0.016508
HML       0.006329
dtype: float64, 84146: const     0.012310
vwretd    1.300977
SMB       0.000302
HML      -0.011169
dtype: float64, 84147: const    -0.012554
vwretd    1.917978
SMB      -0.002115
HML      -0.022067
dtype: float64, 84148: const     0.053079
vwretd    2.782680
SMB       0.024943
HML      -0.016156
dtype: float64, 84149: const    -0.063289
vwretd    2.315628
SMB       0.007863
HML       0.005307
dtype: float64, 84150: const     0.018020
vwretd    1.350069
SMB       0.040917
HML       0.059009
dtype: float64, 84151: const     0.044645
vwretd    0.910987
SMB      -0.003728
HML      -0.003839
dtype: float64, 84153: const     0.016714
vwretd    0.669055
SMB       0.040943
HML       0.001239
dtype: float64, 84154: const     0.005980
vwretd    0.478024
SMB       0.007108
HML      -0.000611
dtype: float64, 84155: const     0.006354
vwretd    1.348075
SMB       0.005118
HML       0.009029
dtype: float64, 84157: const     0.023008
vwretd    1.043190
SMB       0.025567
HML      -0.013691
dtype: float64, 84158: const     0.014666
vwretd    0.676280
SMB       0.008101
HML       0.006323
dtype: float64, 84159: const     0.015201
vwretd    1.409561
SMB       0.009963
HML      -0.007865
dtype: float64, 84160: const    -0.002780
vwretd    0.072904
SMB       0.000922
HML       0.002011
dtype: float64, 84161: const     0.009066
vwretd    1.377909
SMB       0.015351
HML      -0.006607
dtype: float64, 84162: const     0.010482
vwretd   -0.170641
SMB       0.001948
HML      -0.000175
dtype: float64, 84163: const    -0.001175
vwretd    1.213983
SMB       0.009693
HML       0.003017
dtype: float64, 84164: const    -0.055516
vwretd    1.558697
SMB       0.019793
HML       0.019642
dtype: float64, 84165: const     0.003148
vwretd    0.994112
SMB      -0.002103
HML      -0.009137
dtype: float64, 84167: const     0.006042
vwretd    1.191788
SMB       0.001193
HML       0.006462
dtype: float64, 84168: const     0.000331
vwretd    0.973712
SMB       0.001216
HML       0.004477
dtype: float64, 84169: const    -0.001663
vwretd    1.924260
SMB      -0.003513
HML       0.011223
dtype: float64, 84170: const     0.278552
vwretd   -2.690112
SMB       0.018433
HML      -0.165071
dtype: float64, 84172: const     0.004192
vwretd    0.857721
SMB       0.005608
HML       0.004728
dtype: float64, 84173: const     0.025086
vwretd    2.517388
SMB       0.000643
HML      -0.004626
dtype: float64, 84174: const    -0.011345
vwretd    0.516920
SMB       0.006460
HML      -0.002305
dtype: float64, 84176: const    -0.001052
vwretd    1.477305
SMB       0.004566
HML       0.012841
dtype: float64, 84177: const     0.004056
vwretd    1.368415
SMB       0.003654
HML       0.005372
dtype: float64, 84178: const     0.002288
vwretd    1.395627
SMB       0.004195
HML       0.004617
dtype: float64, 84179: const    -0.005610
vwretd    1.746356
SMB       0.003371
HML       0.012532
dtype: float64, 84180: const    -0.003847
vwretd    1.555217
SMB       0.014175
HML      -0.015557
dtype: float64, 84181: const     0.008275
vwretd    0.914980
SMB      -0.000795
HML       0.001916
dtype: float64, 84182: const    -0.035972
vwretd    1.725264
SMB      -0.003789
HML      -0.008102
dtype: float64, 84183: const     0.438570
vwretd    0.119527
SMB      -0.006538
HML      -0.342759
dtype: float64, 84184: const     0.001356
vwretd    0.965276
SMB       0.017747
HML      -0.008030
dtype: float64, 84185: const     0.015875
vwretd    0.260907
SMB       0.015974
HML       0.003846
dtype: float64, 84186: const    -0.004394
vwretd    1.055186
SMB       0.033990
HML       0.004234
dtype: float64, 84187: const     0.005885
vwretd    0.071072
SMB      -0.003083
HML      -0.015042
dtype: float64, 84188: const    -0.031247
vwretd    1.900598
SMB       0.000486
HML      -0.018271
dtype: float64, 84189: const     0.371294
vwretd    0.010489
SMB       0.010023
HML      -0.308501
dtype: float64, 84190: const     0.006701
vwretd    0.194089
SMB       0.003204
HML       0.003902
dtype: float64, 84191: const     0.017685
vwretd    2.374110
SMB       0.013699
HML      -0.029613
dtype: float64, 84192: const     0.042839
vwretd    1.609844
SMB       0.017672
HML       0.005321
dtype: float64, 84193: const    -0.004460
vwretd    0.480985
SMB       0.004969
HML       0.005219
dtype: float64, 84194: const     0.013620
vwretd    0.601532
SMB       0.014478
HML      -0.003298
dtype: float64, 84195: const     0.026383
vwretd    0.487202
SMB       0.038981
HML       0.069411
dtype: float64, 84196: const     0.021884
vwretd    1.786628
SMB       0.030336
HML       0.007883
dtype: float64, 84197: const    -0.039220
vwretd   -0.081629
SMB      -0.002283
HML      -0.025879
dtype: float64, 84198: const    -0.014915
vwretd    0.921051
SMB       0.006088
HML       0.016739
dtype: float64, 84199: const     0.004938
vwretd    0.321749
SMB       0.001868
HML       0.006125
dtype: float64, 84200: const    -0.054645
vwretd    2.037576
SMB       0.013144
HML       0.012853
dtype: float64, 84201: const     0.063998
vwretd   -3.023075
SMB      -0.006713
HML      -0.018081
dtype: float64, 84202: const    -0.026594
vwretd    0.977470
SMB       0.006238
HML       0.006785
dtype: float64, 84203: const     0.003792
vwretd    1.197760
SMB       0.006843
HML       0.007412
dtype: float64, 84204: const    -0.004717
vwretd    0.387028
SMB       0.002277
HML       0.006287
dtype: float64, 84205: const    -0.004373
vwretd    0.192399
SMB       0.001105
HML       0.005585
dtype: float64, 84206: const    -0.012610
vwretd    1.343025
SMB      -0.000131
HML       0.000116
dtype: float64, 84207: const     0.008613
vwretd    0.647718
SMB       0.004392
HML       0.000065
dtype: float64, 84208: const    -0.048195
vwretd    1.085878
SMB       0.012017
HML      -0.002621
dtype: float64, 84209: const     0.006130
vwretd    0.232623
SMB       0.003402
HML      -0.003915
dtype: float64, 84210: const     0.001738
vwretd    0.952781
SMB       0.005909
HML       0.000960
dtype: float64, 84211: const     0.022438
vwretd    0.706082
SMB       0.008341
HML       0.008417
dtype: float64, 84212: const    -0.004316
vwretd    0.398465
SMB       0.004288
HML       0.001708
dtype: float64, 84213: const     0.082249
vwretd    1.346427
SMB       0.001035
HML      -0.023159
dtype: float64, 84214: const     0.004521
vwretd    0.741361
SMB       0.003333
HML       0.007931
dtype: float64, 84215: const     0.004565
vwretd    0.557003
SMB       0.002436
HML       0.004582
dtype: float64, 84216: const    -0.022365
vwretd    0.985148
SMB       0.002973
HML      -0.001525
dtype: float64, 84217: const     0.028715
vwretd    1.964464
SMB       0.023265
HML       0.020950
dtype: float64, 84218: const     0.025032
vwretd   -0.596110
SMB       0.007518
HML      -0.039358
dtype: float64, 84219: const     0.031424
vwretd    0.805605
SMB       0.013708
HML      -0.018191
dtype: float64, 84220: const     0.076998
vwretd    2.429447
SMB       0.029073
HML       0.009519
dtype: float64, 84221: const    -0.069347
vwretd    1.569063
SMB       0.025208
HML       0.083397
dtype: float64, 84222: const    -0.004957
vwretd    2.275663
SMB       0.002684
HML       0.006355
dtype: float64, 84223: const     0.021389
vwretd    1.193867
SMB       0.037051
HML      -0.008178
dtype: float64, 84224: const     0.042996
vwretd    2.418859
SMB       0.009942
HML      -0.015597
dtype: float64, 84225: const     0.012911
vwretd   -0.483957
SMB       0.013580
HML      -0.011736
dtype: float64, 84226: const     0.000351
vwretd    0.743366
SMB       0.001169
HML       0.004025
dtype: float64, 84227: const    -0.065838
vwretd    0.501213
SMB       0.010354
HML       0.010942
dtype: float64, 84229: const     0.014865
vwretd    0.955331
SMB       0.007136
HML      -0.004777
dtype: float64, 84230: const    -0.017306
vwretd    0.958155
SMB       0.009564
HML       0.010980
dtype: float64, 84231: const    -0.019075
vwretd    1.819136
SMB       0.006333
HML      -0.000224
dtype: float64, 84232: const     0.008422
vwretd    0.856005
SMB       0.012784
HML      -0.016768
dtype: float64, 84233: const    -0.013624
vwretd    1.512226
SMB       0.003511
HML       0.010667
dtype: float64, 84234: const     0.007677
vwretd    0.879658
SMB       0.012726
HML      -0.005204
dtype: float64, 84235: const     0.066130
vwretd    1.587472
SMB       0.046220
HML       0.097261
dtype: float64, 84237: const     0.043857
vwretd    0.096960
SMB       0.010771
HML      -0.008572
dtype: float64, 84238: const    -0.001393
vwretd    1.523111
SMB       0.000057
HML       0.009732
dtype: float64, 84239: const    -0.003247
vwretd    0.132953
SMB       0.021960
HML       0.003143
dtype: float64, 84240: const     0.011981
vwretd    0.949752
SMB      -0.001388
HML      -0.000097
dtype: float64, 84241: const     0.013742
vwretd    1.222897
SMB       0.016854
HML      -0.016226
dtype: float64, 84242: const     0.242514
vwretd   -0.894023
SMB       0.031613
HML      -0.129497
dtype: float64, 84243: const     0.031535
vwretd   -0.277448
SMB       0.004549
HML      -0.010012
dtype: float64, 84244: const     0.000996
vwretd    1.482323
SMB       0.013584
HML      -0.031478
dtype: float64, 84245: const     0.018107
vwretd    0.316006
SMB      -0.002091
HML       0.000958
dtype: float64, 84246: const    -0.053419
vwretd   -0.102593
SMB      -0.023075
HML       0.014005
dtype: float64, 84247: const     0.005903
vwretd    2.106915
SMB       0.012168
HML      -0.010078
dtype: float64, 84248: const     0.353952
vwretd   -5.328274
SMB      -0.062848
HML      -0.175386
dtype: float64, 84249: const     0.002833
vwretd    0.511523
SMB       0.003973
HML       0.006624
dtype: float64, 84250: const    -0.009788
vwretd    0.902375
SMB       0.008834
HML       0.009499
dtype: float64, 84251: const    -0.053700
vwretd   -1.698993
SMB      -0.011920
HML      -0.027539
dtype: float64, 84252: const    -0.069826
vwretd    0.710657
SMB      -0.000699
HML      -0.008168
dtype: float64, 84253: const    -0.003540
vwretd    1.275740
SMB       0.011654
HML      -0.003742
dtype: float64, 84254: const     0.025632
vwretd    2.147501
SMB       0.016703
HML      -0.005875
dtype: float64, 84255: const    -0.003190
vwretd    1.291985
SMB       0.005535
HML      -0.003209
dtype: float64, 84256: const     0.022341
vwretd    0.632958
SMB       0.000432
HML      -0.001860
dtype: float64, 84257: const    -0.025184
vwretd    0.981338
SMB       0.002421
HML       0.019266
dtype: float64, 84258: const    -0.033325
vwretd    0.542646
SMB       0.011672
HML       0.013327
dtype: float64, 84259: const     0.030422
vwretd    0.089241
SMB       0.014077
HML      -0.000223
dtype: float64, 84260: const    -0.008698
vwretd    1.272486
SMB       0.010947
HML       0.003169
dtype: float64, 84261: const     0.092000
vwretd   -0.853600
SMB      -0.001152
HML      -0.026815
dtype: float64, 84262: const     0.007184
vwretd    1.288081
SMB       0.006717
HML       0.006459
dtype: float64, 84263: const     0.005379
vwretd    1.116868
SMB       0.004226
HML       0.004553
dtype: float64, 84264: const    -0.002685
vwretd    0.892792
SMB       0.019519
HML       0.020971
dtype: float64, 84265: const     0.016714
vwretd    1.936044
SMB       0.014532
HML       0.018098
dtype: float64, 84266: const     0.006840
vwretd    1.814858
SMB       0.016260
HML       0.002907
dtype: float64, 84267: const     0.029771
vwretd    3.892993
SMB      -0.020160
HML       0.019365
dtype: float64, 84268: const     0.002814
vwretd    0.919804
SMB       0.014070
HML      -0.003663
dtype: float64, 84269: const     0.014093
vwretd    1.859545
SMB       0.016768
HML       0.009709
dtype: float64, 84270: const    -0.101914
vwretd   -2.205903
SMB       0.018250
HML      -0.015827
dtype: float64, 84271: const     0.118463
vwretd   -0.138053
SMB       0.063616
HML      -0.075447
dtype: float64, 84272: const    -0.077687
vwretd    1.010535
SMB       0.015474
HML       0.029962
dtype: float64, 84273: const    -0.037682
vwretd    1.425150
SMB       0.021673
HML       0.020340
dtype: float64, 84274: const    -0.025388
vwretd    1.519460
SMB      -0.002990
HML      -0.007689
dtype: float64, 84275: const     0.006541
vwretd    0.980715
SMB       0.003230
HML       0.004709
dtype: float64, 84276: const    -0.004931
vwretd    0.497140
SMB       0.000275
HML       0.005171
dtype: float64, 84277: const    -0.020594
vwretd    1.395517
SMB       0.013389
HML      -0.010831
dtype: float64, 84279: const     0.012433
vwretd    0.396373
SMB       0.012358
HML      -0.011398
dtype: float64, 84280: const     0.023641
vwretd    0.634276
SMB       0.011288
HML      -0.011984
dtype: float64, 84281: const     0.027318
vwretd    1.034337
SMB       0.024762
HML      -0.004362
dtype: float64, 84282: const    -0.070259
vwretd    2.136571
SMB       0.002406
HML       0.004805
dtype: float64, 84283: const     0.007993
vwretd    1.367780
SMB      -0.003948
HML       0.002385
dtype: float64, 84285: const     0.042931
vwretd   -0.306857
SMB       0.008549
HML      -0.029786
dtype: float64, 84286: const    -0.053055
vwretd    4.201713
SMB       0.017663
HML      -0.031156
dtype: float64, 84287: const    -0.017373
vwretd    0.116601
SMB       0.000210
HML      -0.010836
dtype: float64, 84288: const    -0.077723
vwretd    1.749283
SMB       0.008473
HML       0.019353
dtype: float64, 84289: const     0.601441
vwretd   -7.700392
SMB      -0.012423
HML      -0.381765
dtype: float64, 84290: const     0.011407
vwretd   -0.417787
SMB       0.007604
HML      -0.005570
dtype: float64, 84291: const     0.006482
vwretd    0.821195
SMB       0.016973
HML       0.002587
dtype: float64, 84292: const      0.149817
vwretd    13.048738
SMB       -0.178828
HML       -0.115915
dtype: float64, 84293: const     0.003168
vwretd    0.453246
SMB       0.003034
HML       0.004200
dtype: float64, 84294: const     0.003877
vwretd    1.333040
SMB       0.010193
HML       0.010661
dtype: float64, 84295: const     0.008388
vwretd    0.395073
SMB       0.004078
HML       0.007345
dtype: float64, 84296: const     0.086390
vwretd   -0.632649
SMB       0.027454
HML      -0.026790
dtype: float64, 84297: const     0.020808
vwretd    2.274559
SMB      -0.000557
HML      -0.013653
dtype: float64, 84298: const    -0.023212
vwretd    0.392032
SMB       0.001219
HML       0.020815
dtype: float64, 84299: const    -0.039959
vwretd    0.500182
SMB       0.004453
HML       0.010062
dtype: float64, 84300: const     0.010784
vwretd    0.912812
SMB       0.003447
HML      -0.010490
dtype: float64, 84301: const    -0.044667
vwretd    1.096935
SMB      -0.011315
HML      -0.024801
dtype: float64, 84302: const    -0.009535
vwretd    1.702999
SMB       0.020495
HML      -0.000909
dtype: float64, 84303: const     0.039455
vwretd   -1.143428
SMB      -0.008384
HML      -0.007058
dtype: float64, 84304: const    -0.145363
vwretd    1.253744
SMB       0.028238
HML      -0.006148
dtype: float64, 84305: const    -0.056661
vwretd    0.988955
SMB       0.004731
HML       0.030180
dtype: float64, 84306: const     0.018856
vwretd    0.550377
SMB       0.010029
HML      -0.009617
dtype: float64, 84307: const     0.009747
vwretd    1.271358
SMB       0.009003
HML      -0.013386
dtype: float64, 84308: const     0.015307
vwretd    0.610826
SMB       0.038569
HML       0.032541
dtype: float64, 84309: const    -0.012018
vwretd    0.609347
SMB       0.007238
HML       0.007855
dtype: float64, 84310: const     0.013496
vwretd    3.410190
SMB       0.013746
HML      -0.018207
dtype: float64, 84311: const     0.002043
vwretd    0.819519
SMB       0.004501
HML       0.000106
dtype: float64, 84312: const     0.003378
vwretd    2.013413
SMB       0.000810
HML      -0.017048
dtype: float64, 84313: const     0.003735
vwretd    0.173156
SMB       0.001032
HML       0.002562
dtype: float64, 84314: const     0.010432
vwretd    0.540748
SMB       0.008593
HML      -0.003195
dtype: float64, 84315: const    -0.002681
vwretd    0.396925
SMB       0.005868
HML       0.004232
dtype: float64, 84316: const    -0.038830
vwretd    1.827207
SMB      -0.005546
HML      -0.029088
dtype: float64, 84317: const    -0.004617
vwretd    1.579043
SMB       0.018010
HML      -0.005856
dtype: float64, 84318: const    -0.007501
vwretd    0.263524
SMB       0.020787
HML      -0.026797
dtype: float64, 84319: const     0.008560
vwretd    1.337849
SMB       0.008996
HML       0.006563
dtype: float64, 84320: const     0.011067
vwretd    1.729113
SMB       0.007782
HML      -0.004125
dtype: float64, 84321: const    -0.026602
vwretd    0.598583
SMB       0.003515
HML      -0.000350
dtype: float64, 84322: const     0.010675
vwretd    0.619614
SMB       0.011684
HML      -0.001028
dtype: float64, 84323: const     0.065588
vwretd    0.614362
SMB       0.007593
HML      -0.025571
dtype: float64, 84324: const    -0.031485
vwretd    0.425306
SMB       0.017744
HML      -0.016351
dtype: float64, 84325: const     0.004650
vwretd    0.591404
SMB       0.005533
HML       0.008295
dtype: float64, 84326: const    -0.011755
vwretd    1.626693
SMB       0.024371
HML       0.007833
dtype: float64, 84327: const     0.014487
vwretd    3.226828
SMB       0.029584
HML      -0.005033
dtype: float64, 84328: const     0.010903
vwretd    1.065442
SMB       0.002595
HML       0.007512
dtype: float64, 84329: const     0.091436
vwretd    2.390334
SMB       0.012883
HML      -0.050089
dtype: float64, 84330: const    -0.007598
vwretd    2.350091
SMB       0.008843
HML       0.000287
dtype: float64, 84331: const     0.010330
vwretd    0.219426
SMB       0.003950
HML       0.005089
dtype: float64, 84332: const     0.002943
vwretd    0.189007
SMB       0.001210
HML       0.000991
dtype: float64, 84333: const     0.056294
vwretd    2.291629
SMB      -0.002571
HML      -0.022667
dtype: float64, 84334: const     0.010779
vwretd    0.735954
SMB       0.005605
HML       0.008367
dtype: float64, 84335: const    -0.056893
vwretd    1.332271
SMB      -0.005764
HML      -0.008451
dtype: float64, 84337: const    -0.119942
vwretd    1.362473
SMB       0.015684
HML      -0.038762
dtype: float64, 84338: const    -0.004701
vwretd    1.351261
SMB       0.010082
HML       0.004280
dtype: float64, 84339: const    -0.030677
vwretd    1.518991
SMB       0.006897
HML       0.007444
dtype: float64, 84340: const     0.008261
vwretd   -0.386137
SMB       0.018169
HML      -0.006546
dtype: float64, 84341: const    -0.041352
vwretd    1.399999
SMB       0.011388
HML       0.012412
dtype: float64, 84342: const    -0.004608
vwretd    2.238078
SMB       0.007253
HML      -0.000010
dtype: float64, 84343: const     0.046282
vwretd    1.122888
SMB       0.008718
HML      -0.010381
dtype: float64, 84344: const     0.005135
vwretd    1.276873
SMB       0.016285
HML      -0.007081
dtype: float64, 84345: const    -0.011650
vwretd    2.337649
SMB       0.007560
HML       0.009596
dtype: float64, 84346: const    -0.067441
vwretd   -0.658917
SMB       0.017000
HML       0.003034
dtype: float64, 84347: const    -0.012711
vwretd   -0.860801
SMB       0.021448
HML      -0.111180
dtype: float64, 84348: const     0.004322
vwretd    1.368932
SMB       0.008600
HML      -0.002850
dtype: float64, 84349: const    -0.054213
vwretd    1.209588
SMB      -0.008036
HML      -0.012920
dtype: float64, 84351: const    -0.064926
vwretd    1.109689
SMB       0.009976
HML       0.034891
dtype: float64, 84352: const    -0.017819
vwretd    0.377442
SMB       0.005694
HML      -0.006414
dtype: float64, 84356: const    -0.087006
vwretd   -3.543525
SMB       0.078073
HML      -0.000898
dtype: float64, 84358: const    -0.013707
vwretd    1.704602
SMB       0.011616
HML       0.005486
dtype: float64, 84360: const    -0.072370
vwretd    0.710794
SMB      -0.010928
HML      -0.003670
dtype: float64, 84361: const    -0.028753
vwretd    1.727213
SMB      -0.007017
HML       0.003133
dtype: float64, 84362: const     0.012321
vwretd    0.467659
SMB       0.001865
HML       0.003197
dtype: float64, 84363: const    -0.028349
vwretd    0.699833
SMB       0.003412
HML       0.003579
dtype: float64, 84364: const     0.007509
vwretd    0.735136
SMB       0.006765
HML       0.002071
dtype: float64, 84365: const     0.001981
vwretd    0.712343
SMB       0.007098
HML       0.008355
dtype: float64, 84366: const     0.023555
vwretd    0.044395
SMB       0.010715
HML       0.010937
dtype: float64, 84368: const     0.019906
vwretd    1.337540
SMB       0.010100
HML       0.004716
dtype: float64, 84369: const     0.005897
vwretd    1.063475
SMB      -0.001369
HML      -0.002684
dtype: float64, 84371: const     0.006199
vwretd    1.552690
SMB       0.025192
HML      -0.022404
dtype: float64, 84372: const    -0.001431
vwretd    1.515055
SMB       0.001867
HML       0.003493
dtype: float64, 84373: const     0.011595
vwretd    0.585102
SMB       0.000452
HML       0.003592
dtype: float64, 84374: const    -0.009928
vwretd    0.293374
SMB       0.011562
HML      -0.009679
dtype: float64, 84375: const     0.000798
vwretd    1.918428
SMB       0.007204
HML       0.013940
dtype: float64, 84376: const     0.002529
vwretd    0.337474
SMB       0.005369
HML       0.009514
dtype: float64, 84377: const    -0.005438
vwretd    1.011424
SMB       0.014928
HML       0.008876
dtype: float64, 84381: const     0.005555
vwretd    1.249345
SMB       0.002248
HML       0.004747
dtype: float64, 84382: const     0.000286
vwretd    0.566184
SMB       0.002705
HML       0.005507
dtype: float64, 84383: const     0.024865
vwretd    0.396904
SMB       0.000111
HML       0.002747
dtype: float64, 84384: const     0.168747
vwretd    2.169230
SMB       0.052955
HML      -0.152928
dtype: float64, 84385: const     0.014671
vwretd    1.167307
SMB       0.011939
HML      -0.002108
dtype: float64, 84386: const     0.001851
vwretd    0.785310
SMB       0.000715
HML       0.003625
dtype: float64, 84387: const     0.008592
vwretd    1.432861
SMB       0.008253
HML       0.003540
dtype: float64, 84388: const    -0.011394
vwretd    2.153875
SMB       0.004768
HML       0.022904
dtype: float64, 84389: const     0.003428
vwretd    0.558797
SMB       0.005828
HML       0.008387
dtype: float64, 84390: const     0.006818
vwretd    0.797397
SMB       0.004296
HML       0.009467
dtype: float64, 84391: const     0.033523
vwretd    0.993049
SMB       0.008624
HML       0.001309
dtype: float64, 84392: const     0.000855
vwretd    0.801937
SMB       0.004998
HML       0.005809
dtype: float64, 84393: const    -0.007114
vwretd    1.248551
SMB       0.009713
HML       0.014643
dtype: float64, 84394: const    -0.018819
vwretd    0.883930
SMB       0.004562
HML       0.012622
dtype: float64, 84395: const     0.001686
vwretd    0.935456
SMB       0.007789
HML       0.008571
dtype: float64, 84396: const     0.024739
vwretd    0.555353
SMB       0.000388
HML       0.009168
dtype: float64, 84397: const     0.004824
vwretd    0.710837
SMB       0.001781
HML       0.003381
dtype: float64, 84398: const     0.000481
vwretd    0.982566
SMB      -0.001888
HML       0.000194
dtype: float64, 84400: const     0.009524
vwretd    0.469587
SMB       0.001479
HML       0.002165
dtype: float64, 84401: const    -0.004649
vwretd    1.102101
SMB       0.015132
HML       0.023739
dtype: float64, 84402: const     0.005525
vwretd    0.298964
SMB       0.006236
HML       0.002141
dtype: float64, 84403: const     0.005614
vwretd    1.197171
SMB       0.008413
HML       0.007109
dtype: float64, 84404: const     0.012551
vwretd    0.215362
SMB       0.003303
HML       0.000080
dtype: float64, 84405: const     0.012252
vwretd    1.505696
SMB       0.005146
HML      -0.012730
dtype: float64, 84406: const     0.000462
vwretd    0.718709
SMB       0.002547
HML       0.010581
dtype: float64, 84407: const    -0.004694
vwretd    1.407085
SMB      -0.000045
HML       0.007467
dtype: float64, 84408: const     0.022671
vwretd    0.032133
SMB      -0.001334
HML       0.002874
dtype: float64, 84409: const     0.001925
vwretd    0.999474
SMB       0.006707
HML       0.012359
dtype: float64, 84411: const     0.019680
vwretd    1.724097
SMB       0.005176
HML      -0.004446
dtype: float64, 84412: const    -0.009151
vwretd    1.608770
SMB       0.003290
HML      -0.000848
dtype: float64, 84413: const     0.001438
vwretd    1.438198
SMB       0.008772
HML       0.001076
dtype: float64, 84414: const     0.036845
vwretd    2.901295
SMB       0.018757
HML       0.015065
dtype: float64, 84415: const    -0.017410
vwretd    1.304523
SMB       0.006979
HML      -0.000444
dtype: float64, 84416: const    -0.010444
vwretd    1.248122
SMB       0.014099
HML       0.011787
dtype: float64, 84417: const     0.005843
vwretd    0.177076
SMB       0.004962
HML       0.002338
dtype: float64, 84418: const     0.074467
vwretd    2.840526
SMB       0.011461
HML       0.017788
dtype: float64, 84419: const     0.027201
vwretd    0.144228
SMB       0.021441
HML      -0.010203
dtype: float64, 84420: const    -0.001694
vwretd    2.198165
SMB       0.016288
HML       0.006895
dtype: float64, 84421: const    -0.102718
vwretd   -2.124681
SMB       0.045924
HML       0.041654
dtype: float64, 84422: const    -0.054755
vwretd    0.728906
SMB       0.002979
HML      -0.009233
dtype: float64, 84423: const     0.218073
vwretd   -1.203773
SMB       0.090371
HML       0.047079
dtype: float64, 84424: const    -0.022136
vwretd    0.817033
SMB      -0.021320
HML      -0.027026
dtype: float64, 84426: const    -0.007614
vwretd    0.459611
SMB       0.010534
HML      -0.001966
dtype: float64, 84427: const    -0.039827
vwretd    1.553450
SMB       0.022147
HML       0.017411
dtype: float64, 84428: const    -0.000622
vwretd    0.610079
SMB       0.013153
HML       0.003052
dtype: float64, 84429: const     0.073465
vwretd    1.879958
SMB       0.030867
HML      -0.000215
dtype: float64, 84430: const     0.029240
vwretd   -1.360962
SMB       0.059445
HML      -0.079720
dtype: float64, 84431: const     0.018694
vwretd    1.164470
SMB       0.001910
HML      -0.012400
dtype: float64, 84432: const     0.053516
vwretd    1.078493
SMB      -0.002919
HML      -0.019927
dtype: float64, 84433: const     0.009887
vwretd   -0.486959
SMB       0.005626
HML      -0.020515
dtype: float64, 84434: const     0.003635
vwretd    0.289173
SMB       0.003116
HML      -0.001996
dtype: float64, 84435: const     0.003086
vwretd    1.156808
SMB       0.000696
HML       0.011419
dtype: float64, 84436: const    -0.025216
vwretd    1.985401
SMB       0.012028
HML       0.000210
dtype: float64, 84437: const     0.005410
vwretd    0.585755
SMB       0.009970
HML      -0.031264
dtype: float64, 84438: const     0.009851
vwretd    1.106427
SMB       0.006694
HML       0.006119
dtype: float64, 84439: const     0.005531
vwretd    0.811302
SMB       0.004971
HML       0.009415
dtype: float64, 84440: const    -0.024916
vwretd    1.738613
SMB      -0.002664
HML      -0.005157
dtype: float64, 84441: const    -0.000950
vwretd   -0.430046
SMB       0.019781
HML       0.002439
dtype: float64, 84442: const    -0.001917
vwretd    0.224083
SMB       0.002676
HML       0.005458
dtype: float64, 84444: const    -0.144871
vwretd   -1.235339
SMB       0.053543
HML       0.040162
dtype: float64, 84452: const    -0.097377
vwretd    0.342445
SMB       0.018026
HML       0.004441
dtype: float64, 84479: const     0.010552
vwretd    0.791039
SMB       0.013385
HML       0.008924
dtype: float64, 84487: const     0.027006
vwretd    2.097124
SMB      -0.012513
HML       0.000797
dtype: float64, 84495: const     -0.325048
vwretd   -13.326716
SMB        0.233500
HML        0.075677
dtype: float64, 84508: const    -0.013578
vwretd    0.252679
SMB       0.010355
HML      -0.003479
dtype: float64, 84509: const     0.003119
vwretd    0.077857
SMB       0.014751
HML      -0.013941
dtype: float64, 84510: const     0.013337
vwretd    1.427593
SMB       0.011043
HML      -0.003787
dtype: float64, 84511: const     0.012905
vwretd    1.174703
SMB       0.022402
HML      -0.005066
dtype: float64, 84512: const     0.031092
vwretd    0.437577
SMB       0.004272
HML      -0.025809
dtype: float64, 84513: const    -0.097126
vwretd    1.101895
SMB      -0.003566
HML       0.025415
dtype: float64, 84514: const     0.036967
vwretd    0.906417
SMB       0.016949
HML      -0.004027
dtype: float64, 84516: const     0.002587
vwretd    0.461583
SMB       0.006542
HML       0.010545
dtype: float64, 84517: const    -0.027197
vwretd    0.767595
SMB       0.005028
HML       0.007794
dtype: float64, 84519: const     0.001128
vwretd    1.566745
SMB       0.018031
HML      -0.005646
dtype: float64, 84520: const    -0.000021
vwretd    0.660415
SMB       0.003556
HML       0.003032
dtype: float64, 84521: const    -0.080034
vwretd    1.997561
SMB       0.035682
HML      -0.022240
dtype: float64, 84522: const     0.031313
vwretd    0.173293
SMB       0.005761
HML       0.009176
dtype: float64, 84523: const    -0.074798
vwretd    2.008635
SMB       0.007483
HML      -0.001151
dtype: float64, 84524: const       1.248884
vwretd    127.131376
SMB        -1.895476
HML        -1.222510
dtype: float64, 84525: const     0.023923
vwretd    4.193447
SMB       0.022172
HML       0.000179
dtype: float64, 84526: const     0.000233
vwretd    0.338546
SMB       0.003225
HML      -0.006094
dtype: float64, 84527: const     0.008531
vwretd    2.146183
SMB       0.003375
HML      -0.017268
dtype: float64, 84528: const    -0.064815
vwretd    0.794096
SMB       0.054362
HML       0.010781
dtype: float64, 84529: const     0.018173
vwretd    0.300391
SMB       0.016242
HML      -0.007979
dtype: float64, 84530: const    -0.007105
vwretd    1.472000
SMB       0.004475
HML       0.019769
dtype: float64, 84531: const     0.014422
vwretd    0.377382
SMB       0.001415
HML      -0.000624
dtype: float64, 84532: const     0.192994
vwretd    2.596972
SMB       0.005850
HML      -0.044701
dtype: float64, 84533: const     0.097822
vwretd    2.618724
SMB      -0.016975
HML      -0.014912
dtype: float64, 84534: const    -0.009086
vwretd    0.054744
SMB       0.001799
HML       0.005564
dtype: float64, 84535: const     0.000879
vwretd    2.073608
SMB       0.005280
HML      -0.005233
dtype: float64, 84536: const    -0.003028
vwretd    0.475202
SMB       0.004995
HML       0.005789
dtype: float64, 84537: const     0.187952
vwretd    0.025012
SMB       0.084639
HML       0.021133
dtype: float64, 84538: const     0.021769
vwretd    0.470690
SMB       0.003866
HML      -0.007186
dtype: float64, 84539: const     0.104046
vwretd   -4.377913
SMB      -0.017998
HML      -0.113883
dtype: float64, 84540: const     0.027215
vwretd   -0.140142
SMB       0.014474
HML      -0.029404
dtype: float64, 84542: const     0.023593
vwretd    1.699900
SMB       0.011386
HML      -0.009142
dtype: float64, 84543: const     0.021923
vwretd    1.516901
SMB       0.015165
HML      -0.008475
dtype: float64, 84544: const     0.000849
vwretd    2.544956
SMB       0.017617
HML      -0.001614
dtype: float64, 84545: const    -0.008891
vwretd    0.782252
SMB       0.013292
HML       0.004181
dtype: float64, 84546: const     0.006364
vwretd    0.077837
SMB       0.013512
HML       0.008111
dtype: float64, 84547: const    -0.008644
vwretd    1.728000
SMB       0.013460
HML      -0.006928
dtype: float64, 84548: const    -0.007283
vwretd   -0.036500
SMB       0.006818
HML      -0.011976
dtype: float64, 84549: const     0.017767
vwretd    0.486576
SMB       0.004611
HML      -0.003651
dtype: float64, 84550: const     0.001265
vwretd   -0.867446
SMB       0.005027
HML      -0.011437
dtype: float64, 84551: const     0.025609
vwretd    2.372750
SMB       0.014263
HML       0.031214
dtype: float64, 84552: const     0.026617
vwretd    1.837407
SMB       0.020681
HML      -0.005352
dtype: float64, 84553: const    -0.019386
vwretd    1.946389
SMB       0.012561
HML      -0.001929
dtype: float64, 84554: const    -0.004461
vwretd    0.026951
SMB       0.005220
HML       0.005353
dtype: float64, 84555: const    -0.001588
vwretd    0.928725
SMB       0.011262
HML      -0.005182
dtype: float64, 84556: const    -0.021568
vwretd    0.475554
SMB       0.001528
HML      -0.007176
dtype: float64, 84559: const     0.022592
vwretd    0.875089
SMB       0.015300
HML      -0.006339
dtype: float64, 84560: const    -0.157543
vwretd    4.269472
SMB      -0.085323
HML      -0.034861
dtype: float64, 84561: const     0.012314
vwretd    1.542981
SMB       0.009168
HML       0.000237
dtype: float64, 84562: const    -0.000514
vwretd    0.554356
SMB       0.023487
HML       0.001487
dtype: float64, 84563: const     0.008159
vwretd    0.468127
SMB       0.004007
HML       0.003996
dtype: float64, 84564: const    -0.041375
vwretd    0.599555
SMB       0.000361
HML      -0.002311
dtype: float64, 84565: const    -0.001491
vwretd    2.448227
SMB       0.012438
HML       0.015455
dtype: float64, 84566: const    -0.001301
vwretd    1.100083
SMB       0.002800
HML       0.006767
dtype: float64, 84567: const     0.041026
vwretd   -0.842430
SMB       0.019729
HML      -0.034172
dtype: float64, 84568: const     0.005208
vwretd    0.673974
SMB       0.014395
HML       0.006556
dtype: float64, 84569: const     0.006015
vwretd    1.284332
SMB      -0.001272
HML       0.008364
dtype: float64, 84570: const     0.114116
vwretd    0.796982
SMB       0.067796
HML       0.003407
dtype: float64, 84571: const     0.019076
vwretd    1.726076
SMB       0.004075
HML      -0.008232
dtype: float64, 84572: const    -0.023505
vwretd    0.982314
SMB      -0.001989
HML      -0.002617
dtype: float64, 84573: const    -0.062410
vwretd    1.957914
SMB      -0.008408
HML       0.001774
dtype: float64, 84576: const    -0.001834
vwretd    1.227780
SMB       0.000858
HML       0.003681
dtype: float64, 84577: const     0.011371
vwretd    2.304581
SMB       0.006227
HML       0.019665
dtype: float64, 84578: const    -0.005796
vwretd    0.332943
SMB       0.004948
HML       0.004429
dtype: float64, 84579: const     0.008343
vwretd    0.983133
SMB      -0.004225
HML       0.000631
dtype: float64, 84580: const    -0.003580
vwretd    0.801640
SMB       0.008623
HML      -0.002409
dtype: float64, 84581: const    -0.015569
vwretd    0.543684
SMB       0.005132
HML      -0.001852
dtype: float64, 84583: const    -0.079304
vwretd   -0.015720
SMB       0.016116
HML       0.174188
dtype: float64, 84584: const     0.009638
vwretd    0.202879
SMB       0.002790
HML       0.004287
dtype: float64, 84585: const     0.065792
vwretd   -0.686372
SMB       0.031027
HML       0.036342
dtype: float64, 84586: const     0.004677
vwretd    0.552357
SMB       0.007105
HML       0.016886
dtype: float64, 84587: const    -0.037270
vwretd    2.525840
SMB      -0.007486
HML      -0.002172
dtype: float64, 84588: const     0.004609
vwretd    0.983439
SMB       0.003515
HML       0.005229
dtype: float64, 84589: const     0.010530
vwretd   -0.070498
SMB       0.009805
HML       0.011941
dtype: float64, 84590: const    -0.035972
vwretd    0.347673
SMB       0.010473
HML      -0.011405
dtype: float64, 84592: const     0.001950
vwretd    1.395619
SMB       0.001177
HML       0.001863
dtype: float64, 84595: const    -0.023170
vwretd    1.840729
SMB       0.008335
HML       0.024691
dtype: float64, 84596: const    -0.006687
vwretd    1.667662
SMB       0.009973
HML       0.002762
dtype: float64, 84597: const     0.012471
vwretd    1.754542
SMB       0.005214
HML      -0.004598
dtype: float64, 84598: const     0.046832
vwretd    1.768948
SMB      -0.003736
HML      -0.002045
dtype: float64, 84599: const     0.007494
vwretd    2.686556
SMB       0.002410
HML       0.008046
dtype: float64, 84600: const    -0.036726
vwretd    0.638588
SMB      -0.000530
HML      -0.011892
dtype: float64, 84601: const     0.015832
vwretd    1.020323
SMB       0.008070
HML      -0.001747
dtype: float64, 84603: const    -0.001224
vwretd    1.034693
SMB      -0.000258
HML       0.004077
dtype: float64, 84604: const     0.001636
vwretd    2.297593
SMB       0.024770
HML      -0.008080
dtype: float64, 84605: const     0.002573
vwretd    2.186056
SMB       0.010088
HML       0.005457
dtype: float64, 84606: const     0.007246
vwretd    1.392772
SMB       0.007184
HML       0.001445
dtype: float64, 84607: const    -0.000514
vwretd    1.967797
SMB       0.026502
HML      -0.004772
dtype: float64, 84608: const     0.018908
vwretd    0.066389
SMB       0.006713
HML      -0.007101
dtype: float64, 84609: const     0.028556
vwretd    0.640261
SMB       0.021653
HML       0.002800
dtype: float64, 84610: const    -0.019777
vwretd    0.253923
SMB       0.029838
HML       0.026327
dtype: float64, 84611: const    -0.002496
vwretd    1.368829
SMB       0.011622
HML      -0.020704
dtype: float64, 84612: const    -0.038737
vwretd    1.139312
SMB       0.002236
HML      -0.009211
dtype: float64, 84613: const    -0.014373
vwretd   -0.463199
SMB      -0.010453
HML      -0.017748
dtype: float64, 84614: const    -0.244397
vwretd    1.748097
SMB      -0.091715
HML      -0.065889
dtype: float64, 84615: const    -0.329961
vwretd   -4.611937
SMB      -0.102490
HML      -0.045665
dtype: float64, 84616: const     0.008853
vwretd    0.754165
SMB       0.002732
HML       0.003923
dtype: float64, 84617: const    -0.038573
vwretd    1.160755
SMB       0.000741
HML      -0.000071
dtype: float64, 84618: const     0.140091
vwretd   -0.441566
SMB       0.048998
HML      -0.056900
dtype: float64, 84619: const    -0.050159
vwretd    0.481701
SMB       0.008361
HML       0.011088
dtype: float64, 84620: const     0.014723
vwretd    0.706417
SMB       0.021468
HML       0.004382
dtype: float64, 84621: const     0.002868
vwretd    1.306950
SMB       0.002052
HML      -0.001842
dtype: float64, 84622: const     0.200471
vwretd    2.448383
SMB       0.054337
HML       0.009019
dtype: float64, 84623: const    -0.000419
vwretd    0.561038
SMB       0.003197
HML       0.010431
dtype: float64, 84624: const     0.006037
vwretd    1.577770
SMB      -0.000287
HML      -0.001061
dtype: float64, 84625: const    -0.033492
vwretd    2.162267
SMB       0.003762
HML       0.003436
dtype: float64, 84626: const     0.025864
vwretd    0.395631
SMB      -0.005276
HML      -0.019914
dtype: float64, 84627: const    -0.020192
vwretd   -0.246885
SMB       0.005614
HML      -0.012833
dtype: float64, 84628: const    -0.074468
vwretd    2.908230
SMB       0.013171
HML       0.015294
dtype: float64, 84629: const     0.005683
vwretd    0.701146
SMB       0.004905
HML       0.006496
dtype: float64, 84630: const     0.007309
vwretd   -0.938687
SMB       0.041707
HML      -0.013464
dtype: float64, 84631: const     0.052213
vwretd    1.828799
SMB       0.050824
HML       0.039187
dtype: float64, 84632: const    -0.025579
vwretd    1.523260
SMB      -0.000436
HML      -0.006105
dtype: float64, 84633: const     -0.391803
vwretd   -12.985569
SMB       -0.161301
HML        0.029481
dtype: float64, 84634: const     0.108496
vwretd    2.918307
SMB       0.016567
HML       0.024871
dtype: float64, 84635: const     0.056388
vwretd   -0.105982
SMB       0.003814
HML      -0.048761
dtype: float64, 84636: const     0.003296
vwretd    0.753776
SMB       0.006979
HML       0.011996
dtype: float64, 84637: const    -0.001455
vwretd    3.075733
SMB       0.123756
HML       0.118769
dtype: float64, 84638: const    -0.040393
vwretd    1.667557
SMB      -0.000306
HML       0.013195
dtype: float64, 84639: const     0.005411
vwretd    0.982120
SMB       0.011020
HML       0.003910
dtype: float64, 84640: const    -0.002870
vwretd    1.290641
SMB       0.002276
HML       0.009476
dtype: float64, 84641: const     0.144289
vwretd   -0.012345
SMB       0.022063
HML      -0.056655
dtype: float64, 84642: const     0.008511
vwretd   -0.041008
SMB      -0.000288
HML       0.010596
dtype: float64, 84644: const     0.004402
vwretd    1.102430
SMB      -0.002145
HML       0.007610
dtype: float64, 84645: const    -0.121750
vwretd    1.555488
SMB       0.013488
HML       0.019619
dtype: float64, 84646: const    -0.031400
vwretd    1.855787
SMB      -0.005573
HML       0.013417
dtype: float64, 84648: const     0.013111
vwretd    0.552848
SMB       0.002992
HML      -0.001659
dtype: float64, 84649: const    -0.022402
vwretd    0.684844
SMB       0.012325
HML       0.010926
dtype: float64, 84650: const    -0.011497
vwretd    0.879623
SMB       0.010209
HML       0.006276
dtype: float64, 84651: const     0.001629
vwretd    1.497734
SMB       0.006250
HML       0.008784
dtype: float64, 84652: const     0.075132
vwretd    2.211687
SMB       0.034196
HML      -0.012732
dtype: float64, 84653: const    -0.422238
vwretd   -2.019409
SMB      -0.061408
HML       0.056682
dtype: float64, 84654: const    -0.062390
vwretd    1.965291
SMB      -0.013556
HML      -0.001510
dtype: float64, 84656: const    -0.000504
vwretd    1.366708
SMB       0.000939
HML       0.005068
dtype: float64, 84657: const     0.035263
vwretd    1.102097
SMB       0.001153
HML      -0.005911
dtype: float64, 84658: const     0.008836
vwretd    0.633241
SMB       0.007292
HML       0.010042
dtype: float64, 84659: const     0.003894
vwretd    0.344294
SMB       0.002337
HML       0.003628
dtype: float64, 84660: const     0.000312
vwretd    0.732524
SMB       0.001238
HML       0.000934
dtype: float64, 84661: const     0.002513
vwretd    0.691521
SMB       0.001030
HML       0.001232
dtype: float64, 84662: const    -0.102698
vwretd    2.249455
SMB      -0.023179
HML      -0.016183
dtype: float64, 84663: const    -0.003512
vwretd    1.033633
SMB      -0.002250
HML       0.005115
dtype: float64, 84664: const    -0.045964
vwretd    0.967838
SMB       0.009813
HML       0.006222
dtype: float64, 84666: const     0.006336
vwretd    0.690572
SMB      -0.001437
HML      -0.014958
dtype: float64, 84668: const     0.015913
vwretd    0.290753
SMB       0.003278
HML       0.007016
dtype: float64, 84669: const     0.004156
vwretd    0.536511
SMB       0.006357
HML       0.004658
dtype: float64, 84671: const     0.018946
vwretd    0.180595
SMB       0.000677
HML      -0.003829
dtype: float64, 84672: const    -0.024883
vwretd    0.369599
SMB       0.020143
HML      -0.024480
dtype: float64, 84690: const      0.116004
vwretd    12.864904
SMB       -0.191914
HML       -0.109289
dtype: float64, 84718: const     0.011171
vwretd    1.260885
SMB       0.040276
HML       0.033662
dtype: float64, 84719: const    -0.073017
vwretd    0.576313
SMB       0.007078
HML       0.018916
dtype: float64, 84720: const     0.012851
vwretd    1.347339
SMB       0.009841
HML       0.016060
dtype: float64, 84721: const     0.029059
vwretd    1.777517
SMB       0.012624
HML      -0.012753
dtype: float64, 84722: const    -0.005574
vwretd    1.040332
SMB       0.007518
HML      -0.001656
dtype: float64, 84723: const     0.026149
vwretd    1.065451
SMB       0.011170
HML       0.004587
dtype: float64, 84724: const     0.186469
vwretd   -2.462765
SMB       0.093361
HML      -0.030692
dtype: float64, 84725: const     0.005213
vwretd    0.367822
SMB       0.002505
HML       0.007513
dtype: float64, 84726: const    -0.139273
vwretd    1.442430
SMB      -0.011391
HML       0.026220
dtype: float64, 84727: const    -0.067307
vwretd    1.841451
SMB       0.034504
HML       0.015494
dtype: float64, 84728: const     0.003322
vwretd   -0.205200
SMB      -0.020443
HML      -0.034843
dtype: float64, 84729: const     0.000126
vwretd    1.348350
SMB       0.001674
HML       0.004019
dtype: float64, 84730: const     0.011611
vwretd    0.954556
SMB       0.014078
HML      -0.001374
dtype: float64, 84731: const     0.047458
vwretd    1.278433
SMB       0.003483
HML      -0.035496
dtype: float64, 84732: const     0.080939
vwretd    1.023127
SMB       0.024821
HML      -0.021821
dtype: float64, 84733: const     0.003155
vwretd    0.144885
SMB       0.001639
HML       0.004210
dtype: float64, 84734: const    -0.005480
vwretd    1.198951
SMB       0.006175
HML       0.016478
dtype: float64, 84735: const    -0.023972
vwretd    0.960728
SMB       0.013763
HML       0.016203
dtype: float64, 84736: const     0.008746
vwretd    0.909956
SMB       0.001446
HML       0.005109
dtype: float64, 84737: const    -0.004414
vwretd    1.183503
SMB       0.006669
HML       0.007931
dtype: float64, 84738: const     0.003804
vwretd    0.344569
SMB       0.001032
HML       0.001989
dtype: float64, 84739: const    -0.064941
vwretd   -0.031523
SMB      -0.004207
HML      -0.013446
dtype: float64, 84740: const     0.007349
vwretd   -0.007290
SMB       0.004000
HML       0.001934
dtype: float64, 84741: const     0.188513
vwretd   -1.505837
SMB       0.072518
HML      -0.043954
dtype: float64, 84742: const     0.028630
vwretd    0.508358
SMB       0.023186
HML      -0.002081
dtype: float64, 84743: const    -0.104610
vwretd   -2.367625
SMB       0.070019
HML       0.021927
dtype: float64, 84744: const     0.045421
vwretd    0.517119
SMB       0.030268
HML       0.003579
dtype: float64, 84745: const     0.133380
vwretd   -2.967021
SMB       0.072084
HML       0.004233
dtype: float64, 84746: const     0.001030
vwretd    1.542163
SMB      -0.009428
HML      -0.006120
dtype: float64, 84747: const    -0.317380
vwretd    1.732232
SMB      -0.013191
HML       0.010275
dtype: float64, 84748: const    -0.008917
vwretd    1.391175
SMB       0.004715
HML      -0.000317
dtype: float64, 84749: const     0.005070
vwretd    0.537942
SMB       0.004575
HML       0.010978
dtype: float64, 84750: const     0.122877
vwretd   -0.460044
SMB      -0.002020
HML      -0.064831
dtype: float64, 84751: const     0.005280
vwretd    0.982031
SMB      -0.000206
HML       0.008412
dtype: float64, 84752: const    -0.034444
vwretd    0.039000
SMB       0.022280
HML      -0.014518
dtype: float64, 84753: const    -0.040558
vwretd    2.030935
SMB      -0.007671
HML      -0.020061
dtype: float64, 84754: const     0.009559
vwretd    0.264053
SMB       0.007517
HML       0.008512
dtype: float64, 84755: const     0.025285
vwretd    2.773183
SMB       0.005524
HML      -0.016371
dtype: float64, 84756: const     0.005095
vwretd    0.005537
SMB      -0.000093
HML       0.000447
dtype: float64, 84757: const    -0.044694
vwretd    0.709985
SMB       0.016018
HML      -0.006862
dtype: float64, 84758: const     0.696372
vwretd   -9.937595
SMB       0.204773
HML      -0.100323
dtype: float64, 84759: const     0.004174
vwretd    0.027272
SMB       0.003829
HML       0.005981
dtype: float64, 84761: const     0.012237
vwretd    1.017396
SMB       0.005653
HML      -0.005489
dtype: float64, 84762: const     0.004735
vwretd    1.344769
SMB       0.011434
HML       0.009288
dtype: float64, 84763: const     0.007545
vwretd    0.376216
SMB       0.003643
HML       0.003682
dtype: float64, 84765: const     0.083321
vwretd   -2.479121
SMB      -0.009679
HML      -0.072055
dtype: float64, 84766: const     0.007884
vwretd    1.311599
SMB      -0.001680
HML       0.002774
dtype: float64, 84767: const     0.005154
vwretd    0.724166
SMB       0.002259
HML       0.004089
dtype: float64, 84768: const     0.016172
vwretd    0.040911
SMB       0.013832
HML       0.002436
dtype: float64, 84769: const     0.009248
vwretd    1.288883
SMB       0.001213
HML      -0.003538
dtype: float64, 84771: const    -0.074321
vwretd    0.856754
SMB       0.005271
HML       0.007406
dtype: float64, 84772: const    -0.018394
vwretd    1.780602
SMB       0.001713
HML       0.007930
dtype: float64, 84774: const     0.010806
vwretd    1.026075
SMB       0.007270
HML      -0.005957
dtype: float64, 84775: const     0.017473
vwretd    0.064808
SMB      -0.002329
HML       0.005319
dtype: float64, 84776: const     0.001550
vwretd    1.501639
SMB       0.018107
HML       0.005860
dtype: float64, 84777: const     0.001466
vwretd    0.262368
SMB       0.002481
HML       0.003896
dtype: float64, 84778: const     0.006364
vwretd    1.007009
SMB      -0.006123
HML       0.009448
dtype: float64, 84779: const    -0.030738
vwretd    0.966623
SMB       0.009571
HML       0.009542
dtype: float64, 84780: const     0.000922
vwretd    1.135102
SMB       0.007139
HML       0.007901
dtype: float64, 84781: const     0.004563
vwretd    0.135388
SMB       0.000381
HML      -0.001338
dtype: float64, 84782: const    -0.033938
vwretd    1.524355
SMB       0.013115
HML       0.013982
dtype: float64, 84784: const     0.005883
vwretd    0.314395
SMB       0.002780
HML       0.008405
dtype: float64, 84785: const     0.014445
vwretd    0.691257
SMB       0.007795
HML       0.005335
dtype: float64, 84786: const    -0.203679
vwretd   -6.961153
SMB       0.114369
HML       0.037243
dtype: float64, 84787: const     0.004491
vwretd    0.227611
SMB       0.002163
HML       0.005097
dtype: float64, 84788: const     0.022267
vwretd    1.650579
SMB      -0.005518
HML      -0.014054
dtype: float64, 84789: const    -0.023120
vwretd   -0.789900
SMB       0.014821
HML      -0.050410
dtype: float64, 84790: const    -0.370068
vwretd    2.303012
SMB      -0.117106
HML      -0.075321
dtype: float64, 84791: const     0.291165
vwretd   -4.502334
SMB       0.178724
HML      -0.043446
dtype: float64, 84792: const     0.009594
vwretd    1.339469
SMB       0.010373
HML       0.015985
dtype: float64, 84793: const    -0.002281
vwretd    0.228729
SMB       0.005183
HML       0.003024
dtype: float64, 84794: const     0.026105
vwretd    1.701227
SMB      -0.004319
HML      -0.014930
dtype: float64, 84795: const     0.260044
vwretd   -4.094802
SMB       0.149790
HML      -0.087261
dtype: float64, 84796: const     0.002935
vwretd    2.053869
SMB       0.006551
HML       0.008549
dtype: float64, 84797: const     0.041715
vwretd    0.444445
SMB       0.094910
HML       0.072099
dtype: float64, 84798: const     0.119825
vwretd    0.839042
SMB       0.031683
HML      -0.032984
dtype: float64, 84799: const    -0.062790
vwretd    0.919429
SMB      -0.007355
HML      -0.019500
dtype: float64, 84800: const    -0.027190
vwretd    0.668234
SMB       0.016427
HML       0.009489
dtype: float64, 84801: const    -0.002165
vwretd    1.004833
SMB      -0.002390
HML      -0.000581
dtype: float64, 84802: const     0.050104
vwretd    0.469313
SMB       0.016965
HML      -0.003092
dtype: float64, 84803: const    -0.012678
vwretd    1.122806
SMB       0.000478
HML       0.012351
dtype: float64, 84804: const     0.127272
vwretd    4.235771
SMB       0.041900
HML      -0.012234
dtype: float64, 84805: const     0.001001
vwretd    3.300116
SMB       0.028387
HML       0.036602
dtype: float64, 84806: const     0.009607
vwretd   -0.027737
SMB       0.003343
HML       0.003875
dtype: float64, 84808: const    -0.014419
vwretd    1.373378
SMB       0.004727
HML       0.013983
dtype: float64, 84809: const     0.012188
vwretd    0.145400
SMB       0.004830
HML       0.003222
dtype: float64, 84810: const    -0.041005
vwretd    3.137074
SMB       0.006913
HML      -0.003186
dtype: float64, 84811: const    -0.011606
vwretd    1.168785
SMB       0.008150
HML       0.005899
dtype: float64, 84812: const    -0.019771
vwretd   -3.612943
SMB      -0.022389
HML      -0.088184
dtype: float64, 84813: const     0.091446
vwretd   -2.758490
SMB       0.070445
HML      -0.128584
dtype: float64, 84814: const     0.014217
vwretd    0.000520
SMB      -0.022398
HML       0.033913
dtype: float64, 84815: const     0.057602
vwretd    0.444700
SMB       0.021504
HML       0.005362
dtype: float64, 84816: const    -0.004382
vwretd    1.391168
SMB       0.010612
HML       0.010629
dtype: float64, 84817: const     0.036958
vwretd    1.987364
SMB       0.023814
HML       0.032815
dtype: float64, 84818: const    -0.093306
vwretd    1.089883
SMB      -0.040807
HML      -0.100894
dtype: float64, 84819: const    -0.005633
vwretd    1.044638
SMB       0.008726
HML      -0.002967
dtype: float64, 84820: const    -0.001387
vwretd    1.006773
SMB       0.008082
HML       0.007055
dtype: float64, 84821: const     0.032042
vwretd   -0.315109
SMB       0.083598
HML       0.029764
dtype: float64, 84822: const    -0.011902
vwretd    0.433166
SMB       0.035145
HML       0.020679
dtype: float64, 84823: const    -0.005336
vwretd    1.591712
SMB       0.009809
HML      -0.008814
dtype: float64, 84824: const     0.010207
vwretd    0.293499
SMB       0.037823
HML       0.028059
dtype: float64, 84825: const     0.004716
vwretd    0.229823
SMB       0.003322
HML       0.002443
dtype: float64, 84826: const    -0.060854
vwretd    0.539612
SMB       0.002803
HML       0.007888
dtype: float64, 84827: const     0.014880
vwretd    1.111985
SMB       0.032227
HML      -0.009483
dtype: float64, 84828: const     0.009696
vwretd    0.933123
SMB      -0.000391
HML       0.003060
dtype: float64, 84829: const    -0.030173
vwretd    2.083628
SMB       0.031614
HML       0.019527
dtype: float64, 84830: const    -0.005184
vwretd    0.858583
SMB      -0.023258
HML      -0.001069
dtype: float64, 84831: const    -0.234463
vwretd    3.060875
SMB      -0.027304
HML       0.047447
dtype: float64, 84832: const    -0.035369
vwretd    0.782514
SMB       0.014924
HML      -0.015235
dtype: float64, 84833: const     0.013343
vwretd    0.362320
SMB       0.007797
HML       0.003626
dtype: float64, 84834: const    -0.023461
vwretd    1.086588
SMB       0.017409
HML       0.012751
dtype: float64, 84836: const    -0.009548
vwretd    1.046667
SMB       0.003355
HML       0.004498
dtype: float64, 84837: const     0.011259
vwretd    0.192335
SMB       0.004086
HML       0.001621
dtype: float64, 84838: const     0.012395
vwretd   -0.516321
SMB      -0.020344
HML      -0.007419
dtype: float64, 84839: const    -0.004048
vwretd    1.260674
SMB       0.011887
HML      -0.003176
dtype: float64, 84850: const    -0.032219
vwretd    0.000475
SMB      -0.003089
HML       0.020689
dtype: float64, 84911: const     0.005144
vwretd    0.491048
SMB       0.006609
HML       0.001931
dtype: float64, 84930: const     0.053630
vwretd    0.209735
SMB      -0.010458
HML      -0.003977
dtype: float64, 84946: const    -0.021961
vwretd    1.383811
SMB       0.001781
HML      -0.007745
dtype: float64, 84954: const     0.039169
vwretd    0.426063
SMB       0.016038
HML      -0.039996
dtype: float64, 84997: const     0.089363
vwretd   -0.293927
SMB       0.039071
HML      -0.024354
dtype: float64, 84998: const    -0.022607
vwretd    0.686483
SMB       0.007165
HML       0.008591
dtype: float64, 84999: const     0.017195
vwretd    1.135409
SMB       0.016963
HML      -0.002524
dtype: float64, 85001: const    -0.023433
vwretd    0.498806
SMB       0.018538
HML       0.002766
dtype: float64, 85002: const     0.026639
vwretd    0.887103
SMB       0.021096
HML      -0.008730
dtype: float64, 85003: const     0.019322
vwretd    1.465982
SMB       0.031420
HML       0.014866
dtype: float64, 85004: const     0.044133
vwretd    0.081064
SMB       0.026891
HML      -0.026945
dtype: float64, 85005: const    -0.002307
vwretd    1.231292
SMB       0.012218
HML      -0.001750
dtype: float64, 85006: const     0.090373
vwretd   -3.037378
SMB       0.015175
HML      -0.017021
dtype: float64, 85007: const     0.111466
vwretd   -5.744536
SMB       0.071973
HML      -0.178660
dtype: float64, 85009: const    -0.013930
vwretd    0.044828
SMB       0.010184
HML       0.002979
dtype: float64, 85010: const     0.048259
vwretd    1.236310
SMB       0.022194
HML       0.013896
dtype: float64, 85011: const     0.038093
vwretd    0.326895
SMB       0.002296
HML       0.001483
dtype: float64, 85012: const     0.026595
vwretd    1.537864
SMB       0.015391
HML       0.008066
dtype: float64, 85013: const     0.010322
vwretd    1.101376
SMB       0.011846
HML       0.002711
dtype: float64, 85014: const    -0.118341
vwretd    3.189029
SMB      -0.017099
HML       0.023156
dtype: float64, 85015: const     0.006366
vwretd    3.603270
SMB       0.040204
HML       0.022927
dtype: float64, 85016: const    -0.008629
vwretd    1.820021
SMB       0.011221
HML       0.018675
dtype: float64, 85017: const     0.028219
vwretd    0.954601
SMB       0.016187
HML      -0.004299
dtype: float64, 85018: const    -0.059550
vwretd    1.075077
SMB      -0.022275
HML      -0.045065
dtype: float64, 85019: const     0.014009
vwretd    1.370454
SMB       0.002398
HML       0.007168
dtype: float64, 85020: const    -0.000173
vwretd    1.290352
SMB       0.006337
HML       0.006354
dtype: float64, 85021: const     0.077791
vwretd   -1.342267
SMB       0.039126
HML      -0.011728
dtype: float64, 85023: const     0.017745
vwretd    2.314704
SMB       0.004942
HML      -0.012598
dtype: float64, 85024: const     0.104243
vwretd   -0.739304
SMB       0.026261
HML      -0.007699
dtype: float64, 85025: const     0.006319
vwretd    1.184936
SMB       0.006238
HML       0.014756
dtype: float64, 85026: const     0.077297
vwretd    0.723573
SMB       0.012449
HML      -0.031452
dtype: float64, 85027: const     0.018727
vwretd    1.004548
SMB       0.007703
HML      -0.002332
dtype: float64, 85028: const    -0.032728
vwretd    0.255199
SMB       0.034601
HML      -0.004528
dtype: float64, 85029: const    -0.013914
vwretd    0.647054
SMB       0.015878
HML       0.006305
dtype: float64, 85030: const     0.045180
vwretd   -0.260866
SMB       0.007704
HML      -0.008074
dtype: float64, 85031: const    -0.021316
vwretd    0.259912
SMB       0.015451
HML      -0.013422
dtype: float64, 85032: const     0.005965
vwretd    1.778782
SMB      -0.005958
HML      -0.004963
dtype: float64, 85033: const     0.026200
vwretd    1.157947
SMB       0.024717
HML      -0.011063
dtype: float64, 85034: const     0.011881
vwretd    1.324253
SMB       0.014268
HML       0.014121
dtype: float64, 85035: const     0.012878
vwretd    2.120121
SMB       0.005886
HML      -0.008742
dtype: float64, 85036: const    -0.007337
vwretd   -0.678098
SMB      -0.003282
HML      -0.026862
dtype: float64, 85037: const    -0.072238
vwretd    0.786482
SMB      -0.002598
HML       0.007737
dtype: float64, 85038: const    -0.013382
vwretd    2.283452
SMB       0.005735
HML       0.004178
dtype: float64, 85039: const     0.020481
vwretd    0.906401
SMB       0.007542
HML      -0.007182
dtype: float64, 85040: const     0.025824
vwretd    0.958583
SMB       0.003996
HML      -0.013205
dtype: float64, 85041: const     0.003887
vwretd    1.019353
SMB       0.010846
HML      -0.014884
dtype: float64, 85042: const     0.005524
vwretd    1.547346
SMB       0.008946
HML       0.007464
dtype: float64, 85043: const    -0.089726
vwretd    2.396675
SMB      -0.007960
HML      -0.007769
dtype: float64, 85044: const    -0.071963
vwretd   -0.089573
SMB      -0.003473
HML      -0.013746
dtype: float64, 85045: const    -0.041791
vwretd    0.734909
SMB      -0.004892
HML      -0.015974
dtype: float64, 85046: const    -0.056501
vwretd    1.208744
SMB      -0.001726
HML      -0.006435
dtype: float64, 85047: const    -0.017613
vwretd    0.188441
SMB       0.005602
HML       0.004142
dtype: float64, 85048: const    -0.058703
vwretd    1.605572
SMB      -0.006731
HML      -0.026935
dtype: float64, 85049: const    -0.081497
vwretd    0.961484
SMB       0.004306
HML       0.032215
dtype: float64, 85050: const     0.016266
vwretd    1.610834
SMB       0.005003
HML       0.012096
dtype: float64, 85051: const     0.006038
vwretd    0.790968
SMB       0.002382
HML       0.003446
dtype: float64, 85055: const    -0.117760
vwretd    2.583428
SMB      -0.024731
HML       0.013838
dtype: float64, 85057: const     0.013186
vwretd    1.745745
SMB       0.008478
HML       0.019274
dtype: float64, 85058: const     0.001784
vwretd    0.838773
SMB       0.002258
HML       0.006388
dtype: float64, 85059: const     0.005674
vwretd    0.939272
SMB       0.009330
HML       0.007179
dtype: float64, 85060: const    -0.031074
vwretd   -1.075958
SMB      -0.035282
HML      -0.039796
dtype: float64, 85061: const     0.003752
vwretd    0.903190
SMB       0.008961
HML      -0.001500
dtype: float64, 85062: const    -0.013872
vwretd    0.520515
SMB       0.002899
HML       0.004159
dtype: float64, 85063: const    -0.133783
vwretd    2.351954
SMB      -0.016208
HML       0.022406
dtype: float64, 85064: const     0.002755
vwretd    0.488644
SMB       0.004421
HML       0.002911
dtype: float64, 85065: const    -0.022524
vwretd    1.126486
SMB       0.012956
HML       0.019880
dtype: float64, 85066: const     0.103317
vwretd   -0.318109
SMB      -0.017402
HML       0.000928
dtype: float64, 85067: const     0.007143
vwretd    0.677068
SMB       0.005611
HML       0.001474
dtype: float64, 85068: const    -0.032767
vwretd    1.087091
SMB       0.001703
HML       0.005928
dtype: float64, 85069: const     0.001115
vwretd    0.992396
SMB       0.012097
HML       0.021642
dtype: float64, 85071: const    -0.086290
vwretd    0.687727
SMB       0.006493
HML       0.006409
dtype: float64, 85072: const     0.001060
vwretd    1.119828
SMB       0.005600
HML       0.006909
dtype: float64, 85073: const     0.008103
vwretd    2.232592
SMB      -0.004142
HML       0.013512
dtype: float64, 85074: const    -0.001330
vwretd    1.408312
SMB       0.004135
HML       0.007079
dtype: float64, 85075: const    -0.023797
vwretd    1.511330
SMB       0.006141
HML       0.004647
dtype: float64, 85076: const    -0.094434
vwretd   -1.484199
SMB      -0.088379
HML      -0.007260
dtype: float64, 85077: const     0.002674
vwretd    1.413477
SMB       0.005228
HML       0.002828
dtype: float64, 85078: const    -0.062215
vwretd    0.716818
SMB      -0.005521
HML      -0.013773
dtype: float64, 85079: const     0.001514
vwretd    0.847233
SMB       0.003995
HML       0.006467
dtype: float64, 85080: const    -0.001150
vwretd    1.724836
SMB       0.002271
HML       0.008977
dtype: float64, 85081: const    -0.004536
vwretd    1.869795
SMB       0.000422
HML       0.010815
dtype: float64, 85082: const     0.006743
vwretd    0.726648
SMB       0.001390
HML       0.003560
dtype: float64, 85084: const     0.012819
vwretd    0.450581
SMB       0.010364
HML       0.010165
dtype: float64, 85085: const     0.009779
vwretd    1.113887
SMB      -0.004857
HML      -0.001071
dtype: float64, 85092: const    -0.026826
vwretd    0.638870
SMB       0.029116
HML       0.009970
dtype: float64, 85105: const    -0.149341
vwretd    7.340613
SMB       0.069534
HML       0.082192
dtype: float64, 85113: const     0.003693
vwretd    1.335697
SMB       0.007300
HML       0.005350
dtype: float64, 85121: const    -0.011718
vwretd    0.069414
SMB       0.002061
HML      -0.069023
dtype: float64, 85156: const     0.047903
vwretd   -0.655201
SMB       0.049324
HML      -0.023031
dtype: float64, 85158: const     0.020562
vwretd    0.774383
SMB       0.001507
HML       0.001045
dtype: float64, 85159: const     0.097900
vwretd   -0.737317
SMB       0.044962
HML      -0.022030
dtype: float64, 85160: const    -0.046655
vwretd    2.551313
SMB      -0.004544
HML      -0.011121
dtype: float64, 85161: const    -0.008942
vwretd    2.015459
SMB       0.003651
HML      -0.000458
dtype: float64, 85162: const    -0.039635
vwretd    4.249197
SMB      -0.089284
HML      -0.023561
dtype: float64, 85163: const    -0.075128
vwretd    2.552597
SMB      -0.026763
HML       0.033093
dtype: float64, 85164: const     0.014408
vwretd    0.624070
SMB       0.006357
HML       0.002735
dtype: float64, 85165: const     0.021387
vwretd    0.771486
SMB       0.013858
HML       0.000650
dtype: float64, 85166: const     0.030060
vwretd   -0.204018
SMB       0.029080
HML      -0.006280
dtype: float64, 85167: const     0.028682
vwretd   -1.143067
SMB       0.003115
HML      -0.003320
dtype: float64, 85168: const    -0.000959
vwretd    2.275671
SMB       0.009348
HML       0.015963
dtype: float64, 85169: const     0.009229
vwretd    0.743486
SMB      -0.000416
HML       0.010472
dtype: float64, 85170: const     0.054714
vwretd    0.277706
SMB       0.000820
HML      -0.013950
dtype: float64, 85171: const     0.054808
vwretd    1.301718
SMB      -0.013840
HML       0.025629
dtype: float64, 85172: const    -0.003564
vwretd    1.429575
SMB      -0.001276
HML       0.007168
dtype: float64, 85173: const     0.010494
vwretd    1.029169
SMB       0.009053
HML       0.003024
dtype: float64, 85174: const    -0.028996
vwretd    1.846150
SMB       0.013539
HML       0.006941
dtype: float64, 85175: const     0.014976
vwretd    1.185644
SMB       0.011389
HML      -0.003157
dtype: float64, 85176: const     0.010834
vwretd    1.575176
SMB       0.010577
HML       0.010323
dtype: float64, 85177: const     0.020978
vwretd    1.308535
SMB       0.032548
HML      -0.009537
dtype: float64, 85178: const     0.007951
vwretd    0.591726
SMB       0.000851
HML       0.005122
dtype: float64, 85179: const     0.014639
vwretd    0.599014
SMB       0.002039
HML       0.004562
dtype: float64, 85180: const    -0.039045
vwretd    1.994690
SMB      -0.006731
HML      -0.000840
dtype: float64, 85181: const     0.007383
vwretd    0.747905
SMB       0.005120
HML       0.013268
dtype: float64, 85182: const     0.011844
vwretd    1.431923
SMB      -0.000460
HML      -0.012523
dtype: float64, 85183: const     0.000791
vwretd    1.418381
SMB       0.003760
HML       0.010188
dtype: float64, 85184: const    -0.012239
vwretd    1.258072
SMB       0.015669
HML       0.007488
dtype: float64, 85185: const    -0.220074
vwretd   -7.653072
SMB      -0.104218
HML      -0.033723
dtype: float64, 85186: const    -0.065166
vwretd    0.274415
SMB      -0.000418
HML      -0.027084
dtype: float64, 85187: const     0.006748
vwretd    1.335677
SMB       0.010520
HML       0.000232
dtype: float64, 85188: const     0.010877
vwretd    0.690782
SMB       0.020927
HML       0.016351
dtype: float64, 85189: const     0.016821
vwretd   -0.827798
SMB       0.057082
HML      -0.086116
dtype: float64, 85190: const    -0.021541
vwretd    1.720578
SMB      -0.005516
HML       0.006025
dtype: float64, 85191: const    -0.078457
vwretd    3.358417
SMB      -0.010896
HML       0.024706
dtype: float64, 85192: const    -0.002827
vwretd    2.101769
SMB       0.011119
HML       0.005647
dtype: float64, 85193: const    -0.002423
vwretd    0.348772
SMB       0.002536
HML      -0.002831
dtype: float64, 85194: const    -0.001469
vwretd    0.567746
SMB       0.005102
HML       0.009001
dtype: float64, 85195: const     0.386753
vwretd   -3.055338
SMB       0.144246
HML       0.040557
dtype: float64, 85196: const    -0.009910
vwretd    2.072379
SMB       0.007333
HML       0.004390
dtype: float64, 85197: const    -0.032371
vwretd    1.252589
SMB       0.006517
HML       0.011881
dtype: float64, 85198: const     0.009409
vwretd    0.840966
SMB       0.006719
HML       0.009458
dtype: float64, 85199: const    -0.045634
vwretd    1.920285
SMB       0.024085
HML       0.039227
dtype: float64, 85200: const     0.129371
vwretd    1.636771
SMB       0.044914
HML       0.068938
dtype: float64, 85201: const     0.010717
vwretd    0.808506
SMB       0.004210
HML       0.008790
dtype: float64, 85202: const     0.006018
vwretd    0.277485
SMB       0.003967
HML       0.006236
dtype: float64, 85203: const    -0.175810
vwretd   -2.663309
SMB       0.012565
HML      -0.083019
dtype: float64, 85204: const     0.019599
vwretd    1.594621
SMB       0.011355
HML      -0.016117
dtype: float64, 85205: const     0.013252
vwretd    0.484682
SMB       0.008209
HML      -0.000273
dtype: float64, 85206: const     0.003485
vwretd    0.939037
SMB       0.012672
HML      -0.012846
dtype: float64, 85207: const    -0.027424
vwretd    2.076116
SMB       0.002455
HML       0.002176
dtype: float64, 85208: const    -0.008370
vwretd    1.032369
SMB       0.004144
HML       0.005182
dtype: float64, 85209: const    -0.000316
vwretd    0.104583
SMB       0.001792
HML       0.003478
dtype: float64, 85210: const    -0.013505
vwretd    1.536245
SMB       0.008008
HML       0.013105
dtype: float64, 85211: const    -0.009991
vwretd    1.171118
SMB       0.016489
HML       0.004830
dtype: float64, 85212: const    -0.009685
vwretd    0.748314
SMB       0.013988
HML      -0.002647
dtype: float64, 85213: const    -0.004555
vwretd    0.715328
SMB       0.003542
HML       0.006567
dtype: float64, 85214: const     0.014397
vwretd    0.646856
SMB       0.008341
HML       0.011934
dtype: float64, 85215: const    -0.057410
vwretd    1.271817
SMB       0.053631
HML       0.039562
dtype: float64, 85216: const    -0.007053
vwretd    0.637807
SMB       0.017120
HML       0.006569
dtype: float64, 85217: const     0.046344
vwretd    1.357818
SMB       0.027602
HML       0.017921
dtype: float64, 85218: const     0.078511
vwretd    1.312841
SMB       0.027712
HML      -0.026012
dtype: float64, 85219: const     0.000268
vwretd   -0.700440
SMB       0.035762
HML      -0.056970
dtype: float64, 85220: const    -0.037645
vwretd    1.874348
SMB      -0.001288
HML       0.012800
dtype: float64, 85221: const     0.059968
vwretd    6.938477
SMB       0.053868
HML       0.068596
dtype: float64, 85222: const     0.002007
vwretd    0.526652
SMB       0.008838
HML       0.000848
dtype: float64, 85223: const    -0.008624
vwretd    1.947622
SMB       0.002740
HML      -0.011384
dtype: float64, 85224: const     0.015158
vwretd    0.927522
SMB       0.011439
HML       0.006054
dtype: float64, 85225: const     0.028534
vwretd   -0.414669
SMB       0.018953
HML      -0.024841
dtype: float64, 85227: const     0.028134
vwretd    0.816780
SMB       0.017345
HML       0.008250
dtype: float64, 85228: const     0.012197
vwretd    0.034343
SMB       0.002616
HML       0.004756
dtype: float64, 85231: const     0.005302
vwretd    1.997795
SMB       0.006637
HML       0.006639
dtype: float64, 85232: const     0.008112
vwretd    0.751776
SMB       0.000404
HML       0.002303
dtype: float64, 85233: const     0.024029
vwretd   -1.615051
SMB       0.030245
HML      -0.031589
dtype: float64, 85234: const     0.004117
vwretd    0.682378
SMB       0.011753
HML       0.000300
dtype: float64, 85235: const     0.008404
vwretd    1.334963
SMB       0.001836
HML       0.002771
dtype: float64, 85236: const     0.008129
vwretd    1.303521
SMB       0.012133
HML       0.011529
dtype: float64, 85237: const     0.003601
vwretd    1.359368
SMB      -0.002176
HML      -0.000295
dtype: float64, 85238: const     0.004691
vwretd    0.541418
SMB       0.001843
HML       0.006515
dtype: float64, 85239: const    -0.010662
vwretd    1.959928
SMB      -0.002189
HML       0.015881
dtype: float64, 85240: const     0.000754
vwretd    1.945165
SMB       0.004936
HML       0.009512
dtype: float64, 85241: const     0.016632
vwretd   -0.524713
SMB       0.016910
HML      -0.026403
dtype: float64, 85242: const    -0.048043
vwretd    1.640039
SMB       0.022659
HML       0.017416
dtype: float64, 85243: const    -0.020010
vwretd    0.429825
SMB      -0.000941
HML      -0.000578
dtype: float64, 85244: const     0.000215
vwretd    0.957352
SMB       0.012815
HML      -0.005043
dtype: float64, 85245: const     0.020254
vwretd    1.006745
SMB       0.011747
HML      -0.003528
dtype: float64, 85246: const     0.001750
vwretd    1.143785
SMB       0.003767
HML       0.008971
dtype: float64, 85247: const    -0.062382
vwretd    1.560441
SMB       0.008380
HML       0.012960
dtype: float64, 85248: const     0.008819
vwretd    0.045923
SMB       0.002858
HML       0.004730
dtype: float64, 85249: const    -0.017107
vwretd    1.302064
SMB      -0.000144
HML      -0.012584
dtype: float64, 85250: const     0.011001
vwretd    1.146063
SMB       0.003661
HML       0.011171
dtype: float64, 85251: const     0.018368
vwretd    0.414088
SMB       0.009160
HML      -0.017108
dtype: float64, 85252: const    -0.017115
vwretd    0.531947
SMB       0.011184
HML      -0.002997
dtype: float64, 85253: const     0.017053
vwretd    0.994052
SMB       0.004642
HML       0.011176
dtype: float64, 85254: const     0.006769
vwretd    0.945064
SMB       0.000914
HML       0.004363
dtype: float64, 85255: const     0.008778
vwretd    0.768875
SMB       0.003625
HML       0.003796
dtype: float64, 85256: const     0.012310
vwretd    1.086836
SMB       0.005295
HML      -0.004762
dtype: float64, 85257: const     0.008644
vwretd    0.964895
SMB      -0.001065
HML       0.003741
dtype: float64, 85258: const     0.146375
vwretd   -0.040528
SMB       0.033115
HML       0.006018
dtype: float64, 85259: const     0.006277
vwretd    1.108504
SMB       0.000134
HML       0.004990
dtype: float64, 85260: const    -0.007466
vwretd    0.352934
SMB       0.007968
HML       0.013927
dtype: float64, 85261: const    -0.001710
vwretd    1.876129
SMB       0.004631
HML       0.006728
dtype: float64, 85264: const     0.012692
vwretd    0.175735
SMB       0.003347
HML       0.004650
dtype: float64, 85265: const    -0.000653
vwretd    1.242224
SMB       0.006706
HML       0.010363
dtype: float64, 85266: const    -0.020290
vwretd    1.512174
SMB       0.010303
HML       0.019097
dtype: float64, 85267: const    -0.002374
vwretd    1.865971
SMB       0.012868
HML      -0.003617
dtype: float64, 85268: const    -0.046305
vwretd    1.147997
SMB       0.004958
HML       0.003067
dtype: float64, 85269: const     0.008388
vwretd    1.303209
SMB       0.002691
HML       0.007141
dtype: float64, 85270: const     0.022017
vwretd   -0.096834
SMB       0.049413
HML       0.030643
dtype: float64, 85271: const     0.003429
vwretd    1.417580
SMB       0.006072
HML       0.010532
dtype: float64, 85272: const     0.015912
vwretd    1.233256
SMB       0.005442
HML       0.003845
dtype: float64, 85273: const    -0.544415
vwretd   -0.207145
SMB       0.536811
HML       0.734520
dtype: float64, 85274: const    -0.027323
vwretd   -0.537715
SMB       0.029111
HML      -0.017823
dtype: float64, 85275: const    -0.058800
vwretd    0.319971
SMB      -0.000734
HML      -0.024274
dtype: float64, 85276: const    -0.045679
vwretd    4.135306
SMB      -0.002600
HML       0.000731
dtype: float64, 85277: const     0.054734
vwretd    2.356970
SMB      -0.003497
HML      -0.012865
dtype: float64, 85278: const    -0.070427
vwretd    0.463549
SMB      -0.036089
HML      -0.040877
dtype: float64, 85279: const     0.003887
vwretd    1.742609
SMB       0.010004
HML       0.014727
dtype: float64, 85280: const     0.001572
vwretd    1.487154
SMB       0.007338
HML       0.010210
dtype: float64, 85281: const    -0.004122
vwretd    0.493437
SMB       0.010199
HML       0.012394
dtype: float64, 85282: const    -0.003362
vwretd    0.832094
SMB       0.007015
HML       0.009942
dtype: float64, 85283: const    -0.013419
vwretd   -0.402740
SMB       0.043041
HML       0.046859
dtype: float64, 85284: const     0.078190
vwretd   -1.797104
SMB       0.042125
HML       0.011391
dtype: float64, 85285: const     0.016210
vwretd    0.731557
SMB       0.014611
HML       0.006705
dtype: float64, 85286: const    -0.124485
vwretd    4.118908
SMB      -0.026073
HML       0.052978
dtype: float64, 85287: const    -0.005276
vwretd    1.750044
SMB       0.009473
HML       0.010346
dtype: float64, 85288: const     0.117006
vwretd    0.649352
SMB       0.038291
HML       0.014666
dtype: float64, 85289: const    -0.067604
vwretd    2.143055
SMB       0.004637
HML       0.004134
dtype: float64, 85290: const     0.047161
vwretd   -0.282076
SMB       0.038323
HML      -0.001081
dtype: float64, 85291: const     0.005634
vwretd    1.139706
SMB       0.011460
HML      -0.003523
dtype: float64, 85292: const     0.017496
vwretd    1.741797
SMB       0.001498
HML      -0.002135
dtype: float64, 85293: const    -0.018172
vwretd    1.501743
SMB       0.038344
HML      -0.009211
dtype: float64, 85294: const     0.004404
vwretd    1.178675
SMB       0.011786
HML      -0.006145
dtype: float64, 85295: const    -0.041838
vwretd    0.857738
SMB       0.014781
HML      -0.014052
dtype: float64, 85296: const    -0.056653
vwretd    1.330719
SMB      -0.000737
HML      -0.023150
dtype: float64, 85297: const     0.058921
vwretd   -1.866208
SMB       0.098101
HML      -0.039393
dtype: float64, 85298: const     0.006177
vwretd    0.873263
SMB       0.011801
HML       0.003929
dtype: float64, 85299: const     0.007964
vwretd    0.345567
SMB       0.006223
HML       0.007458
dtype: float64, 85300: const     0.099282
vwretd    0.130783
SMB       0.018787
HML      -0.010666
dtype: float64, 85301: const    -0.140045
vwretd    0.434157
SMB       0.021964
HML      -0.025513
dtype: float64, 85302: const     0.011006
vwretd    1.159843
SMB       0.010000
HML      -0.017883
dtype: float64, 85303: const     0.029401
vwretd    0.706663
SMB       0.011343
HML      -0.014337
dtype: float64, 85304: const     0.009574
vwretd    0.913191
SMB       0.002841
HML       0.009583
dtype: float64, 85305: const     0.303075
vwretd   -2.507569
SMB       0.129357
HML      -0.023893
dtype: float64, 85306: const    -0.012152
vwretd    2.252443
SMB       0.008290
HML       0.004076
dtype: float64, 85307: const    -0.102114
vwretd    1.456299
SMB      -0.000949
HML       0.021976
dtype: float64, 85308: const    -0.093798
vwretd    1.667255
SMB       0.006667
HML       0.036754
dtype: float64, 85309: const    -0.029382
vwretd    1.632458
SMB       0.006814
HML       0.006931
dtype: float64, 85310: const     0.005247
vwretd   -1.528015
SMB       0.020369
HML      -0.026999
dtype: float64, 85311: const     0.009133
vwretd    1.616636
SMB      -0.000821
HML      -0.005699
dtype: float64, 85312: const    -0.045462
vwretd   -1.570898
SMB      -0.057100
HML      -0.071291
dtype: float64, 85313: const     0.183741
vwretd    0.930270
SMB       0.082857
HML       0.030827
dtype: float64, 85314: const     0.006531
vwretd    1.326464
SMB       0.014482
HML      -0.005665
dtype: float64, 85315: const     0.022139
vwretd    1.023238
SMB      -0.001199
HML      -0.009842
dtype: float64, 85316: const    -0.010671
vwretd    0.867740
SMB       0.001893
HML       0.020830
dtype: float64, 85317: const     0.007955
vwretd    0.101524
SMB       0.003616
HML       0.004134
dtype: float64, 85318: const     0.112506
vwretd    0.892534
SMB       0.046844
HML       0.017404
dtype: float64, 85319: const     0.011523
vwretd    1.161277
SMB       0.006274
HML      -0.001805
dtype: float64, 85320: const     0.024206
vwretd    1.168478
SMB      -0.005555
HML       0.001282
dtype: float64, 85321: const     0.011981
vwretd    0.868892
SMB      -0.006390
HML      -0.011851
dtype: float64, 85322: const     0.034014
vwretd    2.376837
SMB       0.012578
HML      -0.014749
dtype: float64, 85323: const     0.023578
vwretd    0.165566
SMB       0.004090
HML       0.009717
dtype: float64, 85324: const     0.001660
vwretd    0.695713
SMB       0.009140
HML      -0.002699
dtype: float64, 85325: const     0.003103
vwretd    0.154644
SMB       0.005265
HML       0.009073
dtype: float64, 85326: const     0.035911
vwretd    1.596304
SMB       0.010097
HML       0.011749
dtype: float64, 85327: const     0.017984
vwretd    0.487415
SMB       0.007873
HML       0.001553
dtype: float64, 85331: const    -0.001506
vwretd    2.444294
SMB      -0.002085
HML       0.014872
dtype: float64, 85332: const     0.003801
vwretd    0.420626
SMB       0.005837
HML       0.005779
dtype: float64, 85333: const     0.008875
vwretd    1.418842
SMB       0.015143
HML       0.004960
dtype: float64, 85334: const    -0.000142
vwretd    1.460015
SMB       0.002705
HML       0.011773
dtype: float64, 85335: const     0.021244
vwretd    1.081438
SMB      -0.002795
HML       0.020263
dtype: float64, 85336: const    -0.002859
vwretd    0.887318
SMB       0.010138
HML       0.008741
dtype: float64, 85337: const     0.002382
vwretd    0.732328
SMB      -0.000442
HML       0.001257
dtype: float64, 85338: const     0.001349
vwretd   -0.181994
SMB       0.000585
HML       0.000692
dtype: float64, 85339: const     0.003352
vwretd    0.109076
SMB       0.000701
HML      -0.000349
dtype: float64, 85340: const     0.004634
vwretd    0.027621
SMB       0.000370
HML      -0.000934
dtype: float64, 85341: const     0.021194
vwretd    0.946650
SMB      -0.004875
HML       0.008419
dtype: float64, 85342: const     0.004677
vwretd    0.053500
SMB       0.001036
HML       0.003573
dtype: float64, 85343: const    -0.008866
vwretd    0.401060
SMB       0.005688
HML       0.013350
dtype: float64, 85344: const    -0.011610
vwretd    0.574839
SMB       0.005347
HML       0.011715
dtype: float64, 85346: const     0.006492
vwretd    0.438964
SMB       0.005248
HML       0.003852
dtype: float64, 85347: const    -0.006805
vwretd    1.283348
SMB      -0.003081
HML      -0.002614
dtype: float64, 85348: const     0.009874
vwretd    0.760194
SMB      -0.002813
HML       0.001987
dtype: float64, 85349: const     0.002000
vwretd    1.961775
SMB       0.006162
HML       0.015262
dtype: float64, 85350: const     0.006909
vwretd    1.317689
SMB       0.012668
HML      -0.003050
dtype: float64, 85351: const     0.017279
vwretd    0.919443
SMB       0.023001
HML      -0.001077
dtype: float64, 85352: const     0.012597
vwretd    1.518819
SMB       0.076163
HML       0.038092
dtype: float64, 85353: const     0.014458
vwretd    1.175295
SMB      -0.000852
HML       0.000837
dtype: float64, 85354: const     0.026018
vwretd    1.800386
SMB       0.005234
HML      -0.000930
dtype: float64, 85355: const    -0.054319
vwretd    2.093346
SMB       0.001557
HML      -0.003500
dtype: float64, 85356: const     0.006676
vwretd    1.575466
SMB      -0.000994
HML       0.006151
dtype: float64, 85357: const    -0.002828
vwretd    0.980370
SMB       0.009288
HML       0.028217
dtype: float64, 85358: const     0.016211
vwretd    1.985787
SMB       0.012149
HML       0.003688
dtype: float64, 85359: const     0.000807
vwretd    1.174006
SMB       0.004251
HML       0.008658
dtype: float64, 85360: const     0.042113
vwretd    0.273673
SMB       0.018462
HML      -0.001987
dtype: float64, 85361: const    -0.001191
vwretd    1.198990
SMB       0.008191
HML       0.004333
dtype: float64, 85362: const    -0.046946
vwretd    1.305199
SMB      -0.026183
HML       0.025284
dtype: float64, 85363: const    -0.083881
vwretd    1.832445
SMB       0.006339
HML       0.007271
dtype: float64, 85364: const    -0.031630
vwretd    2.241873
SMB       0.013340
HML       0.041371
dtype: float64, 85365: const    -0.121878
vwretd    2.344725
SMB      -0.015578
HML       0.025856
dtype: float64, 85366: const    -0.15574
vwretd    2.18590
SMB      -0.00351
HML       0.01356
dtype: float64, 85367: const    -0.004443
vwretd    0.403406
SMB      -0.000875
HML       0.009306
dtype: float64, 85370: const     0.018030
vwretd    0.257760
SMB       0.007783
HML       0.006389
dtype: float64, 85371: const    -0.103865
vwretd    1.941992
SMB       0.010680
HML       0.013387
dtype: float64, 85372: const     0.004522
vwretd    1.497571
SMB       0.005603
HML       0.000609
dtype: float64, 85373: const    -0.009322
vwretd    0.390781
SMB       0.000548
HML       0.000534
dtype: float64, 85374: const    -0.010664
vwretd    1.549418
SMB       0.002650
HML       0.014364
dtype: float64, 85375: const     0.008412
vwretd    0.028171
SMB       0.001249
HML       0.000198
dtype: float64, 85376: const    -0.009233
vwretd    0.696160
SMB       0.017172
HML      -0.003429
dtype: float64, 85377: const    -0.173810
vwretd    1.629685
SMB      -0.000260
HML       0.022482
dtype: float64, 85378: const     0.001625
vwretd    0.483779
SMB       0.010045
HML       0.010699
dtype: float64, 85379: const    -0.040647
vwretd    0.256356
SMB       0.024742
HML       0.016984
dtype: float64, 85380: const     0.009250
vwretd    1.599914
SMB       0.010361
HML       0.001829
dtype: float64, 85381: const    -0.040306
vwretd    1.745281
SMB       0.011412
HML       0.025075
dtype: float64, 85382: const    -0.025193
vwretd    1.063290
SMB       0.022871
HML      -0.001156
dtype: float64, 85383: const    -0.033923
vwretd   -1.266961
SMB       0.007710
HML       0.027817
dtype: float64, 85384: const     0.023383
vwretd    1.488737
SMB       0.003028
HML       0.000207
dtype: float64, 85385: const     0.085587
vwretd    1.926825
SMB      -0.009009
HML      -0.050750
dtype: float64, 85386: const    -0.028976
vwretd    0.413387
SMB       0.016920
HML       0.015266
dtype: float64, 85387: const    -0.125460
vwretd    4.519018
SMB      -0.012679
HML       0.119656
dtype: float64, 85388: const     0.013135
vwretd    2.218093
SMB       0.005676
HML      -0.015742
dtype: float64, 85389: const     0.018766
vwretd    1.152945
SMB       0.007038
HML       0.018675
dtype: float64, 85390: const     0.008583
vwretd    1.409639
SMB       0.005662
HML       0.009718
dtype: float64, 85391: const    -0.050184
vwretd    3.702694
SMB       0.054368
HML       0.064783
dtype: float64, 85392: const    -0.077429
vwretd    3.330980
SMB      -0.036277
HML       0.006281
dtype: float64, 85393: const     0.011027
vwretd    1.620558
SMB      -0.000566
HML       0.001347
dtype: float64, 85394: const     0.006048
vwretd    0.731909
SMB       0.003447
HML       0.002783
dtype: float64, 85395: const     0.011266
vwretd    0.986612
SMB       0.005092
HML      -0.011363
dtype: float64, 85396: const    -0.010848
vwretd    1.405281
SMB       0.002407
HML      -0.017693
dtype: float64, 85397: const     0.013170
vwretd    0.955620
SMB       0.012633
HML      -0.010187
dtype: float64, 85398: const    -0.018011
vwretd    0.394624
SMB      -0.002916
HML      -0.000419
dtype: float64, 85399: const    -0.055213
vwretd    0.461155
SMB       0.000506
HML      -0.009617
dtype: float64, 85400: const    -0.065072
vwretd    0.796503
SMB       0.001175
HML       0.006910
dtype: float64, 85401: const     0.014742
vwretd    0.926407
SMB       0.014725
HML      -0.006915
dtype: float64, 85402: const    -0.001793
vwretd    0.548448
SMB       0.004489
HML       0.007726
dtype: float64, 85403: const     0.011751
vwretd    0.396563
SMB      -0.005828
HML      -0.018378
dtype: float64, 85404: const     0.009040
vwretd    0.471277
SMB       0.001425
HML      -0.002298
dtype: float64, 85405: const    -0.009147
vwretd    1.390815
SMB       0.002121
HML       0.005997
dtype: float64, 85406: const     0.011551
vwretd    0.214274
SMB       0.007996
HML       0.011369
dtype: float64, 85408: const    -0.049582
vwretd    1.380863
SMB       0.014889
HML      -0.011551
dtype: float64, 85409: const     0.039556
vwretd    0.519666
SMB       0.005947
HML      -0.029363
dtype: float64, 85410: const     0.005302
vwretd    0.142385
SMB       0.002600
HML       0.004223
dtype: float64, 85411: const    -0.001154
vwretd    0.377951
SMB       0.001692
HML       0.004745
dtype: float64, 85412: const    -0.096968
vwretd    1.186643
SMB       0.012186
HML       0.023085
dtype: float64, 85413: const     0.004761
vwretd    1.269750
SMB       0.008272
HML       0.006159
dtype: float64, 85414: const     0.005667
vwretd    0.625091
SMB       0.000029
HML       0.002618
dtype: float64, 85415: const    -0.008190
vwretd    1.693864
SMB       0.007198
HML       0.005297
dtype: float64, 85416: const    -0.009894
vwretd    1.228526
SMB       0.005759
HML       0.005894
dtype: float64, 85417: const     0.031592
vwretd    4.028103
SMB      -0.032997
HML       0.040722
dtype: float64, 85418: const     0.004130
vwretd    0.514647
SMB       0.008067
HML       0.008184
dtype: float64, 85419: const    -0.007775
vwretd    1.164482
SMB       0.016520
HML       0.011933
dtype: float64, 85420: const    -0.018959
vwretd    1.298129
SMB       0.007352
HML       0.014072
dtype: float64, 85421: const     0.003729
vwretd    0.810889
SMB       0.003919
HML      -0.007637
dtype: float64, 85422: const    -0.094662
vwretd    0.495678
SMB      -0.038472
HML       0.024637
dtype: float64, 85423: const     0.006083
vwretd    1.332393
SMB       0.001858
HML       0.005345
dtype: float64, 85424: const     0.000628
vwretd    1.482320
SMB       0.001984
HML       0.005252
dtype: float64, 85425: const     0.000419
vwretd    0.931314
SMB      -0.004870
HML      -0.005601
dtype: float64, 85426: const     0.000186
vwretd    1.528213
SMB       0.007475
HML       0.010965
dtype: float64, 85427: const     0.006339
vwretd    1.416662
SMB       0.003761
HML       0.009092
dtype: float64, 85429: const    -0.005339
vwretd    1.569206
SMB       0.008210
HML       0.016624
dtype: float64, 85431: const     0.005785
vwretd    0.853422
SMB       0.005506
HML       0.005726
dtype: float64, 85432: const     0.001579
vwretd    0.525977
SMB       0.007248
HML       0.003078
dtype: float64, 85433: const    -0.008091
vwretd    1.314212
SMB       0.014086
HML       0.019633
dtype: float64, 85434: const     0.012275
vwretd    0.718508
SMB       0.003372
HML       0.000283
dtype: float64, 85436: const    -0.096853
vwretd   -1.313965
SMB      -0.032193
HML      -0.064773
dtype: float64, 85437: const    -0.007691
vwretd    1.010148
SMB       0.003972
HML      -0.004919
dtype: float64, 85439: const     0.007850
vwretd    0.733295
SMB       0.007974
HML       0.003927
dtype: float64, 85440: const     0.001714
vwretd    1.245353
SMB       0.007589
HML       0.009865
dtype: float64, 85441: const    -0.004189
vwretd    0.470817
SMB       0.002731
HML       0.001588
dtype: float64, 85442: const     0.008505
vwretd    1.338779
SMB       0.002377
HML      -0.005899
dtype: float64, 85444: const    -0.008220
vwretd    0.610638
SMB      -0.001164
HML       0.008026
dtype: float64, 85445: const    -0.003269
vwretd    1.334473
SMB       0.007123
HML       0.009572
dtype: float64, 85446: const     0.004568
vwretd    0.787742
SMB       0.001936
HML       0.009307
dtype: float64, 85447: const    -0.009113
vwretd    1.952115
SMB       0.069708
HML       0.058243
dtype: float64, 85449: const     0.003682
vwretd    0.460797
SMB       0.002624
HML       0.005061
dtype: float64, 85450: const     0.058521
vwretd    1.674820
SMB       0.050518
HML       0.025030
dtype: float64, 85451: const    -0.347552
vwretd    1.933494
SMB      -0.077234
HML       0.008922
dtype: float64, 85452: const    -0.005566
vwretd    1.348699
SMB       0.012756
HML       0.015559
dtype: float64, 85453: const     0.005766
vwretd    0.336415
SMB       0.002739
HML       0.007024
dtype: float64, 85454: const    -0.032356
vwretd    0.702687
SMB       0.017850
HML      -0.001135
dtype: float64, 85455: const     0.020246
vwretd    0.962426
SMB       0.010402
HML      -0.000643
dtype: float64, 85456: const     0.005860
vwretd    1.639312
SMB       0.000686
HML       0.010761
dtype: float64, 85457: const     0.006221
vwretd    0.762605
SMB       0.025148
HML      -0.006038
dtype: float64, 85458: const     0.021818
vwretd    1.895202
SMB       0.009461
HML      -0.006766
dtype: float64, 85459: const     0.009312
vwretd    0.554482
SMB       0.004028
HML       0.001718
dtype: float64, 85460: const     0.005019
vwretd    0.912942
SMB       0.002174
HML       0.011766
dtype: float64, 85461: const     0.016337
vwretd    0.132466
SMB       0.000688
HML       0.000371
dtype: float64, 85462: const    -0.007252
vwretd    2.055886
SMB       0.014640
HML      -0.001735
dtype: float64, 85463: const     0.029251
vwretd    0.828494
SMB       0.017352
HML      -0.024718
dtype: float64, 85464: const     0.006447
vwretd    1.244556
SMB      -0.000959
HML       0.006781
dtype: float64, 85465: const     0.003549
vwretd    0.611400
SMB       0.002172
HML       0.001678
dtype: float64, 85466: const    -0.013289
vwretd    0.111032
SMB       0.021212
HML      -0.002049
dtype: float64, 85467: const     0.004626
vwretd    1.121781
SMB       0.006445
HML      -0.003389
dtype: float64, 85468: const     0.010006
vwretd    0.388126
SMB       0.002826
HML       0.004107
dtype: float64, 85469: const     0.140146
vwretd    2.723378
SMB       0.032463
HML       0.071427
dtype: float64, 85470: const    -0.004190
vwretd    0.872066
SMB       0.004761
HML       0.005008
dtype: float64, 85472: const     0.002752
vwretd    0.421130
SMB       0.001941
HML       0.002090
dtype: float64, 85473: const    -0.048262
vwretd    1.449133
SMB      -0.001083
HML      -0.014043
dtype: float64, 85474: const     0.317947
vwretd   -3.078812
SMB       0.138019
HML       0.074061
dtype: float64, 85475: const     0.050767
vwretd    0.590798
SMB       0.034047
HML       0.005310
dtype: float64, 85476: const     0.033046
vwretd   -0.510313
SMB       0.007956
HML      -0.015020
dtype: float64, 85477: const     0.022454
vwretd    1.514347
SMB       0.011902
HML      -0.015496
dtype: float64, 85478: const    -0.004087
vwretd    1.127336
SMB       0.008138
HML       0.002850
dtype: float64, 85479: const     0.017309
vwretd    1.703517
SMB      -0.013452
HML      -0.036447
dtype: float64, 85480: const    -0.030735
vwretd    1.876359
SMB       0.002110
HML      -0.011168
dtype: float64, 85481: const     0.099106
vwretd    3.742877
SMB       0.027434
HML       0.028060
dtype: float64, 85482: const     0.015709
vwretd    0.552238
SMB       0.004010
HML       0.003943
dtype: float64, 85483: const     0.788845
vwretd   -0.562362
SMB       0.249220
HML       0.071804
dtype: float64, 85484: const     0.001936
vwretd    0.031266
SMB       0.009788
HML      -0.000376
dtype: float64, 85485: const     0.025654
vwretd    1.990978
SMB       0.006689
HML      -0.015088
dtype: float64, 85486: const     0.021056
vwretd    1.336010
SMB       0.000064
HML      -0.006474
dtype: float64, 85487: const    -0.239579
vwretd    2.792553
SMB      -0.051507
HML       0.027565
dtype: float64, 85488: const     0.011802
vwretd    0.729656
SMB       0.013766
HML      -0.007025
dtype: float64, 85489: const    -0.050816
vwretd    3.032356
SMB       0.016609
HML       0.023452
dtype: float64, 85490: const    -0.022247
vwretd    0.176898
SMB       0.014483
HML      -0.028422
dtype: float64, 85491: const     0.004593
vwretd    0.328765
SMB       0.001179
HML       0.003433
dtype: float64, 85492: const    -0.007106
vwretd    1.149022
SMB       0.002099
HML       0.004201
dtype: float64, 85493: const    -0.008382
vwretd   -0.147825
SMB       0.019394
HML       0.013660
dtype: float64, 85494: const    -0.003668
vwretd    0.465331
SMB       0.009337
HML       0.000177
dtype: float64, 85495: const     0.021117
vwretd    0.393809
SMB       0.014809
HML       0.003373
dtype: float64, 85496: const     0.008467
vwretd    1.281931
SMB       0.010702
HML      -0.007568
dtype: float64, 85498: const    -0.046312
vwretd    0.208872
SMB       0.001278
HML      -0.001024
dtype: float64, 85499: const     0.012449
vwretd    0.226637
SMB       0.026116
HML      -0.015595
dtype: float64, 85500: const    -0.001531
vwretd    0.180894
SMB       0.002304
HML       0.001755
dtype: float64, 85501: const    -0.097956
vwretd    0.319900
SMB      -0.023806
HML      -0.045315
dtype: float64, 85502: const    -0.005841
vwretd    1.164326
SMB       0.013454
HML      -0.004908
dtype: float64, 85503: const     0.003665
vwretd    0.622236
SMB       0.004454
HML       0.011699
dtype: float64, 85504: const    -0.026854
vwretd    2.036409
SMB       0.018443
HML       0.010245
dtype: float64, 85505: const    -0.079938
vwretd    2.182533
SMB       0.006913
HML      -0.005302
dtype: float64, 85506: const     0.007010
vwretd    0.353945
SMB       0.003498
HML       0.005010
dtype: float64, 85507: const    -0.093253
vwretd   -0.161450
SMB       0.004093
HML      -0.014484
dtype: float64, 85508: const    -0.062246
vwretd   -0.713264
SMB       0.011956
HML      -0.007781
dtype: float64, 85509: const     0.020828
vwretd    0.336105
SMB      -0.004677
HML      -0.008049
dtype: float64, 85510: const     0.019305
vwretd    0.896535
SMB       0.005118
HML       0.004866
dtype: float64, 85511: const     0.026854
vwretd    0.584597
SMB       0.010944
HML      -0.011025
dtype: float64, 85512: const    -0.011967
vwretd    0.885201
SMB       0.000644
HML       0.007636
dtype: float64, 85513: const    -0.026891
vwretd    0.249998
SMB       0.012851
HML      -0.007952
dtype: float64, 85514: const     0.003718
vwretd    0.944256
SMB       0.013692
HML       0.015793
dtype: float64, 85515: const    -0.020201
vwretd    0.486084
SMB       0.015695
HML      -0.004062
dtype: float64, 85516: const     0.017675
vwretd    2.426884
SMB       0.010588
HML      -0.009131
dtype: float64, 85517: const     0.008138
vwretd    0.765807
SMB       0.004480
HML       0.005081
dtype: float64, 85518: const     0.021789
vwretd    1.097363
SMB       0.008567
HML       0.010939
dtype: float64, 85519: const     0.017936
vwretd    0.278995
SMB      -0.009612
HML       0.004031
dtype: float64, 85520: const     0.019688
vwretd    1.279232
SMB       0.006104
HML       0.002359
dtype: float64, 85521: const     0.033987
vwretd    1.512113
SMB       0.021458
HML      -0.011739
dtype: float64, 85522: const     0.002982
vwretd    2.200435
SMB       0.009589
HML      -0.007870
dtype: float64, 85523: const    -0.008344
vwretd    0.557884
SMB       0.007865
HML      -0.002018
dtype: float64, 85524: const    -0.002185
vwretd    1.181645
SMB       0.002617
HML       0.012414
dtype: float64, 85525: const    -0.191164
vwretd    1.843508
SMB      -0.014581
HML       0.001771
dtype: float64, 85526: const     0.009859
vwretd    1.171138
SMB       0.011686
HML       0.001531
dtype: float64, 85527: const    -0.013522
vwretd    0.770198
SMB      -0.001498
HML      -0.001857
dtype: float64, 85528: const     0.005921
vwretd    0.910265
SMB       0.001161
HML       0.012371
dtype: float64, 85529: const     0.010014
vwretd    0.768492
SMB       0.008370
HML       0.003368
dtype: float64, 85530: const    -0.013091
vwretd   -0.669300
SMB       0.000613
HML      -0.011452
dtype: float64, 85531: const     0.008570
vwretd    0.801089
SMB       0.004199
HML       0.005648
dtype: float64, 85532: const    -0.062076
vwretd    1.359418
SMB       0.001367
HML      -0.006261
dtype: float64, 85533: const    -0.018818
vwretd   -2.439761
SMB       0.012514
HML      -0.004691
dtype: float64, 85534: const    -0.054529
vwretd   -0.825542
SMB       0.040663
HML      -0.026012
dtype: float64, 85535: const     0.029171
vwretd    0.992858
SMB       0.016491
HML       0.002599
dtype: float64, 85536: const     0.004982
vwretd   -0.143745
SMB       0.004919
HML       0.003781
dtype: float64, 85537: const     0.006975
vwretd    0.323192
SMB       0.001519
HML       0.005623
dtype: float64, 85538: const     0.011747
vwretd    0.372167
SMB       0.041789
HML       0.016616
dtype: float64, 85539: const     0.004550
vwretd    0.994043
SMB       0.004541
HML       0.000702
dtype: float64, 85540: const     0.013229
vwretd    0.677456
SMB       0.003246
HML       0.001423
dtype: float64, 85541: const     0.084114
vwretd    0.757622
SMB       0.032460
HML       0.022936
dtype: float64, 85542: const    -0.099897
vwretd    1.378636
SMB      -0.008878
HML      -0.006263
dtype: float64, 85543: const    -0.035897
vwretd    2.222631
SMB      -0.015166
HML       0.029452
dtype: float64, 85544: const    -0.035237
vwretd    2.004373
SMB       0.002014
HML      -0.006986
dtype: float64, 85545: const     0.026296
vwretd    2.164237
SMB      -0.000030
HML      -0.011981
dtype: float64, 85546: const     0.018922
vwretd    2.570376
SMB      -0.010181
HML       0.059742
dtype: float64, 85547: const     0.052361
vwretd    0.206357
SMB      -0.008986
HML      -0.033444
dtype: float64, 85548: const     0.005916
vwretd    0.109757
SMB       0.006397
HML       0.001902
dtype: float64, 85549: const     0.001602
vwretd    1.161724
SMB       0.033369
HML      -0.019468
dtype: float64, 85550: const    -0.009186
vwretd    1.109140
SMB       0.012474
HML       0.008278
dtype: float64, 85551: const     0.012637
vwretd    1.260441
SMB       0.003988
HML      -0.009275
dtype: float64, 85552: const    -0.000903
vwretd    1.350627
SMB       0.010937
HML       0.031164
dtype: float64, 85553: const     0.005988
vwretd    0.743571
SMB       0.003691
HML       0.017183
dtype: float64, 85554: const    -0.088888
vwretd    1.970358
SMB       0.022112
HML      -0.004911
dtype: float64, 85555: const    -0.002344
vwretd   -0.156322
SMB      -0.004209
HML      -0.017789
dtype: float64, 85556: const     0.001546
vwretd    3.714712
SMB      -0.111768
HML       0.029955
dtype: float64, 85557: const    -0.020881
vwretd    1.002397
SMB       0.003677
HML       0.006913
dtype: float64, 85558: const     0.028873
vwretd    2.006026
SMB       0.002061
HML      -0.008391
dtype: float64, 85559: const    -0.000672
vwretd    0.739749
SMB       0.010629
HML       0.012197
dtype: float64, 85560: const    -0.005364
vwretd    3.054574
SMB      -0.006449
HML      -0.066100
dtype: float64, 85561: const     0.010022
vwretd    1.538125
SMB       0.000649
HML      -0.000173
dtype: float64, 85562: const    -0.153800
vwretd    0.668308
SMB      -0.006517
HML      -0.025256
dtype: float64, 85563: const     0.023701
vwretd    2.552613
SMB       0.014578
HML       0.052990
dtype: float64, 85564: const    -0.002084
vwretd    1.909504
SMB       0.003517
HML      -0.005525
dtype: float64, 85565: const     0.001629
vwretd    1.805187
SMB       0.017128
HML      -0.004281
dtype: float64, 85566: const    -0.072707
vwretd    1.905905
SMB      -0.033735
HML       0.000862
dtype: float64, 85567: const    -0.000477
vwretd    1.158062
SMB       0.010085
HML       0.007886
dtype: float64, 85568: const     0.011777
vwretd    2.311918
SMB       0.019453
HML       0.013407
dtype: float64, 85570: const    -0.001759
vwretd    0.831335
SMB       0.010762
HML       0.003021
dtype: float64, 85571: const     0.004601
vwretd    1.770815
SMB       0.017463
HML      -0.005935
dtype: float64, 85572: const    -0.013417
vwretd   -0.007256
SMB       0.026851
HML       0.001107
dtype: float64, 85573: const    -0.066512
vwretd    0.287360
SMB       0.015695
HML      -0.003657
dtype: float64, 85574: const    -0.015870
vwretd    2.600160
SMB       0.005770
HML      -0.017902
dtype: float64, 85575: const    -0.031357
vwretd    0.015763
SMB       0.010413
HML      -0.001649
dtype: float64, 85576: const    -0.004248
vwretd    1.462374
SMB       0.010469
HML      -0.004170
dtype: float64, 85577: const    -0.037290
vwretd    0.280059
SMB       0.000728
HML      -0.012445
dtype: float64, 85578: const     0.024484
vwretd    1.721283
SMB       0.031711
HML       0.019371
dtype: float64, 85579: const     0.017769
vwretd    0.713882
SMB       0.004448
HML      -0.030208
dtype: float64, 85581: const    -0.049682
vwretd    1.972249
SMB       0.007309
HML      -0.018166
dtype: float64, 85582: const     0.008389
vwretd    1.572231
SMB      -0.003296
HML       0.003266
dtype: float64, 85583: const     0.023606
vwretd    2.061108
SMB       0.013705
HML       0.016176
dtype: float64, 85584: const    -0.119476
vwretd    0.060222
SMB       0.011095
HML      -0.003202
dtype: float64, 85585: const    -0.014251
vwretd    0.663780
SMB       0.008574
HML      -0.003074
dtype: float64, 85586: const     0.001161
vwretd    0.833365
SMB       0.008493
HML       0.004337
dtype: float64, 85587: const    -0.015351
vwretd    0.905582
SMB       0.002505
HML       0.010023
dtype: float64, 85588: const     0.029713
vwretd    1.186330
SMB       0.016554
HML      -0.019750
dtype: float64, 85589: const    -0.008538
vwretd    1.149247
SMB       0.008804
HML       0.020545
dtype: float64, 85590: const     0.008563
vwretd    0.307094
SMB       0.004720
HML       0.004294
dtype: float64, 85592: const     0.004739
vwretd    0.973073
SMB       0.001268
HML       0.004616
dtype: float64, 85593: const    -0.000005
vwretd    1.726370
SMB       0.006750
HML       0.003781
dtype: float64, 85594: const     0.018284
vwretd    2.497048
SMB       0.001526
HML      -0.007233
dtype: float64, 85596: const    -0.061559
vwretd    0.562290
SMB      -0.000049
HML       0.001504
dtype: float64, 85597: const     0.026494
vwretd    3.482303
SMB       0.045246
HML       0.101660
dtype: float64, 85598: const    -0.257148
vwretd    3.898864
SMB      -0.069645
HML      -0.003406
dtype: float64, 85599: const     0.001033
vwretd    2.035055
SMB      -0.005605
HML       0.015664
dtype: float64, 85600: const     0.014633
vwretd    0.919706
SMB       0.005215
HML       0.010900
dtype: float64, 85602: const     0.015381
vwretd    1.971807
SMB      -0.001594
HML       0.004836
dtype: float64, 85603: const    -0.004403
vwretd    1.078701
SMB       0.017777
HML       0.012804
dtype: float64, 85604: const     0.004571
vwretd    1.021957
SMB       0.006721
HML       0.008193
dtype: float64, 85606: const    -0.063281
vwretd    1.553298
SMB       0.014740
HML       0.017596
dtype: float64, 85607: const    -0.022078
vwretd    0.454096
SMB       0.010355
HML       0.006401
dtype: float64, 85608: const     0.003269
vwretd    0.647689
SMB       0.001216
HML       0.007783
dtype: float64, 85610: const     0.026273
vwretd    1.703379
SMB       0.007398
HML       0.020028
dtype: float64, 85611: const     0.010250
vwretd    1.463841
SMB       0.016410
HML      -0.004689
dtype: float64, 85612: const     0.039443
vwretd    3.374160
SMB       0.010489
HML       0.050818
dtype: float64, 85613: const    -0.007525
vwretd    1.236445
SMB       0.005565
HML       0.007281
dtype: float64, 85614: const    -0.010202
vwretd    0.319535
SMB       0.004016
HML       0.004112
dtype: float64, 85615: const    -0.027023
vwretd    1.030505
SMB       0.004324
HML       0.022022
dtype: float64, 85616: const     0.002319
vwretd    1.271150
SMB       0.003310
HML       0.008582
dtype: float64, 85617: const     0.000016
vwretd    1.285172
SMB       0.002724
HML      -0.000964
dtype: float64, 85618: const     0.094021
vwretd   -2.012606
SMB       0.070532
HML      -0.037303
dtype: float64, 85619: const    -0.009254
vwretd    1.024989
SMB       0.014479
HML       0.008162
dtype: float64, 85620: const     0.002956
vwretd    0.929530
SMB       0.000774
HML      -0.001220
dtype: float64, 85621: const     0.010615
vwretd    1.137252
SMB       0.000338
HML      -0.001577
dtype: float64, 85622: const    -0.014875
vwretd    1.542723
SMB       0.005992
HML       0.011797
dtype: float64, 85623: const    -0.089808
vwretd    3.347632
SMB       0.001351
HML      -0.044735
dtype: float64, 85624: const    -0.012800
vwretd    0.545821
SMB       0.003159
HML       0.007018
dtype: float64, 85625: const    -0.027209
vwretd    1.881906
SMB       0.004632
HML       0.012723
dtype: float64, 85626: const     0.013775
vwretd    0.860022
SMB       0.026349
HML       0.021203
dtype: float64, 85627: const     0.004839
vwretd    1.938851
SMB       0.008652
HML       0.013357
dtype: float64, 85629: const    -0.000134
vwretd    0.803969
SMB       0.005737
HML       0.008710
dtype: float64, 85630: const    -0.028368
vwretd    1.549610
SMB      -0.013203
HML      -0.007013
dtype: float64, 85631: const     0.006774
vwretd    1.518360
SMB       0.005514
HML      -0.002784
dtype: float64, 85632: const     0.018541
vwretd    0.195384
SMB       0.002989
HML       0.006603
dtype: float64, 85633: const    -0.010081
vwretd    1.276367
SMB       0.001402
HML       0.006272
dtype: float64, 85635: const     0.003211
vwretd    1.152065
SMB       0.002497
HML       0.006189
dtype: float64, 85636: const     0.001388
vwretd    1.100979
SMB       0.000346
HML       0.005272
dtype: float64, 85638: const     0.185470
vwretd   -0.155986
SMB       0.072892
HML       0.005879
dtype: float64, 85639: const     0.003565
vwretd    0.121383
SMB       0.003245
HML       0.005760
dtype: float64, 85640: const    -0.013792
vwretd    2.428751
SMB       0.009585
HML       0.033111
dtype: float64, 85641: const     0.052325
vwretd   -0.664963
SMB       0.022506
HML       0.007436
dtype: float64, 85645: const     0.004728
vwretd    0.855380
SMB       0.000626
HML       0.003695
dtype: float64, 85646: const    -0.014075
vwretd    0.814335
SMB       0.005854
HML       0.014598
dtype: float64, 85647: const     0.020538
vwretd    2.285123
SMB       0.005383
HML       0.014062
dtype: float64, 85648: const     0.148698
vwretd   -0.003305
SMB       0.019808
HML       0.028944
dtype: float64, 85649: const    -0.001290
vwretd    0.126539
SMB       0.006569
HML       0.010529
dtype: float64, 85650: const    -0.034006
vwretd    0.814679
SMB       0.001713
HML       0.003474
dtype: float64, 85651: const    -0.032194
vwretd    0.935774
SMB       0.008105
HML       0.007680
dtype: float64, 85652: const     0.020849
vwretd    1.373122
SMB      -0.019275
HML       0.005613
dtype: float64, 85653: const    -0.007803
vwretd    1.356389
SMB       0.020652
HML       0.007234
dtype: float64, 85654: const     0.012095
vwretd    1.185045
SMB       0.002516
HML       0.012314
dtype: float64, 85656: const     0.004825
vwretd    0.123305
SMB       0.003205
HML       0.003676
dtype: float64, 85658: const    -0.016982
vwretd    1.039597
SMB       0.003072
HML       0.014744
dtype: float64, 85659: const    -0.000741
vwretd    0.514396
SMB       0.002252
HML       0.003993
dtype: float64, 85660: const     0.019336
vwretd    1.475817
SMB       0.003680
HML      -0.005351
dtype: float64, 85661: const     0.007046
vwretd    0.925374
SMB       0.004194
HML       0.007921
dtype: float64, 85662: const     0.093080
vwretd    1.033705
SMB       0.018968
HML       0.040362
dtype: float64, 85663: const     0.003778
vwretd    1.876290
SMB       0.008823
HML       0.010393
dtype: float64, 85666: const     0.016395
vwretd    0.082128
SMB       0.011267
HML      -0.020824
dtype: float64, 85668: const     0.030132
vwretd    0.479051
SMB       0.016030
HML      -0.014946
dtype: float64, 85669: const     0.000599
vwretd    0.224290
SMB       0.001741
HML       0.002364
dtype: float64, 85670: const    -0.121369
vwretd    2.910815
SMB      -0.003733
HML       0.003531
dtype: float64, 85671: const    -0.003920
vwretd    0.709738
SMB       0.025415
HML      -0.005116
dtype: float64, 85672: const     0.150700
vwretd    0.097553
SMB       0.080330
HML       0.015667
dtype: float64, 85673: const     0.000158
vwretd    1.292380
SMB       0.025970
HML      -0.023132
dtype: float64, 85674: const     0.005768
vwretd    1.708900
SMB       0.034264
HML       0.004471
dtype: float64, 85675: const     0.009844
vwretd    0.419528
SMB       0.004007
HML       0.009946
dtype: float64, 85676: const     0.039107
vwretd    0.986138
SMB       0.010448
HML       0.021611
dtype: float64, 85677: const    -0.132770
vwretd   -2.151242
SMB      -0.037631
HML      -0.070680
dtype: float64, 85678: const     0.021641
vwretd    0.180944
SMB       0.002104
HML       0.002878
dtype: float64, 85679: const     0.003673
vwretd    0.265728
SMB       0.002103
HML       0.004512
dtype: float64, 85680: const    -0.008473
vwretd    0.324606
SMB       0.006855
HML       0.009850
dtype: float64, 85682: const    -0.014562
vwretd    1.006555
SMB       0.015627
HML       0.014269
dtype: float64, 85683: const     0.004496
vwretd    1.644499
SMB       0.005648
HML      -0.010771
dtype: float64, 85684: const     0.020934
vwretd    1.373645
SMB       0.011938
HML       0.029069
dtype: float64, 85685: const     0.014770
vwretd    0.775199
SMB       0.005176
HML       0.004816
dtype: float64, 85686: const     0.005849
vwretd    0.995145
SMB       0.012212
HML       0.005579
dtype: float64, 85687: const    -0.021018
vwretd    1.529043
SMB      -0.005441
HML      -0.023953
dtype: float64, 85688: const    -0.042043
vwretd    1.042705
SMB       0.002707
HML       0.006603
dtype: float64, 85689: const    -0.091727
vwretd    1.083107
SMB       0.023023
HML       0.027873
dtype: float64, 85690: const    -0.030025
vwretd    1.617695
SMB       0.005497
HML      -0.005084
dtype: float64, 85691: const    -0.030563
vwretd    2.173602
SMB       0.011704
HML      -0.015330
dtype: float64, 85692: const    -0.349206
vwretd    0.007859
SMB       0.005038
HML      -0.051414
dtype: float64, 85693: const     0.012869
vwretd    0.372870
SMB       0.001495
HML       0.004723
dtype: float64, 85694: const     0.008638
vwretd    0.558995
SMB       0.010568
HML       0.004684
dtype: float64, 85695: const    -0.002749
vwretd   -2.152742
SMB       0.032500
HML      -0.072946
dtype: float64, 85696: const    -0.613230
vwretd   -5.289889
SMB      -0.054251
HML      -0.247679
dtype: float64, 85697: const    -0.013788
vwretd    0.571677
SMB       0.002165
HML      -0.007879
dtype: float64, 85698: const     0.008593
vwretd    1.761817
SMB       0.005878
HML       0.001115
dtype: float64, 85699: const     0.018920
vwretd    1.294024
SMB       0.039813
HML      -0.020349
dtype: float64, 85700: const    -0.030497
vwretd    0.156958
SMB      -0.002699
HML      -0.004383
dtype: float64, 85701: const     0.029956
vwretd    0.884393
SMB      -0.000089
HML      -0.004637
dtype: float64, 85702: const    -0.007480
vwretd    0.618233
SMB       0.006941
HML      -0.002106
dtype: float64, 85703: const     0.008929
vwretd    0.369234
SMB       0.004408
HML       0.003135
dtype: float64, 85704: const     0.003791
vwretd    0.765627
SMB       0.014841
HML      -0.000036
dtype: float64, 85705: const     0.006274
vwretd    0.733172
SMB       0.004871
HML       0.005470
dtype: float64, 85706: const     0.007974
vwretd    0.639079
SMB       0.014221
HML      -0.005348
dtype: float64, 85707: const     0.007237
vwretd    1.347541
SMB       0.002272
HML       0.019989
dtype: float64, 85708: const     0.007862
vwretd    0.103789
SMB       0.002396
HML      -0.001079
dtype: float64, 85709: const     0.037950
vwretd    1.533365
SMB       0.024977
HML      -0.006870
dtype: float64, 85710: const     0.012484
vwretd    1.181777
SMB       0.009104
HML      -0.006575
dtype: float64, 85711: const     0.001912
vwretd    0.472639
SMB       0.006600
HML       0.008221
dtype: float64, 85712: const    -0.012714
vwretd    0.839245
SMB       0.009206
HML      -0.002517
dtype: float64, 85713: const     0.008716
vwretd    0.566388
SMB       0.009510
HML      -0.011617
dtype: float64, 85714: const    -0.022462
vwretd    1.047471
SMB       0.005689
HML       0.012393
dtype: float64, 85715: const     0.054608
vwretd    0.393079
SMB       0.025172
HML      -0.020185
dtype: float64, 85716: const    -0.004842
vwretd    0.473481
SMB       0.012144
HML       0.006614
dtype: float64, 85717: const     0.009302
vwretd    0.326043
SMB       0.000512
HML       0.002721
dtype: float64, 85718: const    -0.012243
vwretd    0.921434
SMB       0.017160
HML       0.018891
dtype: float64, 85719: const    -0.045140
vwretd   -0.206347
SMB      -0.006707
HML      -0.048084
dtype: float64, 85720: const     0.008112
vwretd    0.657274
SMB       0.013292
HML       0.006152
dtype: float64, 85721: const     0.006250
vwretd    0.515343
SMB       0.004383
HML       0.006715
dtype: float64, 85722: const     0.110851
vwretd    2.252321
SMB      -0.017688
HML      -0.039163
dtype: float64, 85723: const     0.019116
vwretd    0.212128
SMB      -0.000931
HML       0.002289
dtype: float64, 85724: const     0.009652
vwretd    0.864500
SMB       0.009247
HML       0.003488
dtype: float64, 85725: const     0.006401
vwretd    0.267351
SMB       0.004209
HML       0.005490
dtype: float64, 85726: const    -0.009527
vwretd    1.383310
SMB       0.009269
HML       0.003678
dtype: float64, 85727: const    -0.064476
vwretd   -0.531227
SMB      -0.001603
HML      -0.014918
dtype: float64, 85728: const     0.001310
vwretd    0.087725
SMB       0.005127
HML       0.003219
dtype: float64, 85729: const    -0.001999
vwretd    1.429855
SMB       0.012285
HML       0.015876
dtype: float64, 85730: const    -0.001509
vwretd    1.118210
SMB       0.013505
HML       0.019652
dtype: float64, 85731: const     0.002944
vwretd    0.408492
SMB       0.004646
HML       0.006164
dtype: float64, 85732: const    -0.004459
vwretd    0.187229
SMB       0.000801
HML      -0.004178
dtype: float64, 85733: const    -0.001271
vwretd    1.370350
SMB      -0.000568
HML      -0.013590
dtype: float64, 85734: const    -0.020462
vwretd    0.396994
SMB       0.012796
HML       0.004193
dtype: float64, 85735: const    -0.003116
vwretd    0.542266
SMB       0.004346
HML      -0.001010
dtype: float64, 85736: const     0.009016
vwretd    0.386263
SMB       0.002352
HML       0.004437
dtype: float64, 85737: const     0.013005
vwretd    0.699400
SMB       0.012536
HML       0.009003
dtype: float64, 85738: const     0.010044
vwretd    1.290103
SMB       0.006062
HML      -0.004456
dtype: float64, 85739: const     0.018799
vwretd    1.139012
SMB       0.013457
HML      -0.011298
dtype: float64, 85740: const     0.011153
vwretd    0.623009
SMB       0.002579
HML       0.005424
dtype: float64, 85741: const     0.003957
vwretd    1.051648
SMB       0.003947
HML       0.014256
dtype: float64, 85742: const    -0.000366
vwretd    0.651128
SMB       0.009062
HML       0.005064
dtype: float64, 85743: const    -0.017683
vwretd   -0.448968
SMB       0.015363
HML      -0.004004
dtype: float64, 85744: const     0.000049
vwretd    0.927857
SMB       0.010761
HML      -0.005526
dtype: float64, 85745: const     -0.184899
vwretd   -11.373593
SMB        0.053970
HML       -0.293314
dtype: float64, 85746: const    -0.024359
vwretd    1.248545
SMB       0.016758
HML       0.035679
dtype: float64, 85747: const     0.002084
vwretd    1.277992
SMB       0.009008
HML       0.008432
dtype: float64, 85748: const     0.004298
vwretd    0.306299
SMB       0.000546
HML       0.004129
dtype: float64, 85749: const     0.009661
vwretd    0.006240
SMB       0.002191
HML      -0.004054
dtype: float64, 85750: const    -0.022774
vwretd    0.937831
SMB       0.001510
HML       0.001759
dtype: float64, 85751: const     0.004594
vwretd    0.729149
SMB       0.002877
HML       0.006569
dtype: float64, 85752: const     0.009885
vwretd    0.172197
SMB       0.002765
HML       0.000384
dtype: float64, 85753: const     0.014822
vwretd    1.539707
SMB       0.002157
HML      -0.016857
dtype: float64, 85754: const    -0.005082
vwretd    0.339091
SMB       0.005252
HML       0.003827
dtype: float64, 85755: const     0.018827
vwretd   -0.405306
SMB       0.006343
HML      -0.019522
dtype: float64, 85756: const    -0.006226
vwretd    1.138323
SMB      -0.000138
HML       0.002346
dtype: float64, 85757: const     0.024978
vwretd    1.057472
SMB       0.008834
HML       0.001851
dtype: float64, 85758: const      2.207751
vwretd    33.167462
SMB        0.290611
HML        1.320796
dtype: float64, 85759: const     0.007883
vwretd    0.374177
SMB       0.035546
HML      -0.006872
dtype: float64, 85760: const     0.003556
vwretd    2.678608
SMB       0.001633
HML      -0.000472
dtype: float64, 85761: const     0.011287
vwretd    0.184364
SMB       0.001212
HML       0.001863
dtype: float64, 85762: const    -0.001554
vwretd    1.324590
SMB       0.018462
HML       0.013232
dtype: float64, 85763: const     0.007570
vwretd    0.574023
SMB       0.001519
HML       0.002756
dtype: float64, 85765: const     0.001339
vwretd    0.921819
SMB      -0.002248
HML       0.001568
dtype: float64, 85766: const     0.006039
vwretd    0.046140
SMB       0.007382
HML       0.015605
dtype: float64, 85767: const     0.065468
vwretd    0.939018
SMB       0.009347
HML       0.027415
dtype: float64, 85768: const    -0.005093
vwretd    1.413575
SMB       0.004690
HML       0.007041
dtype: float64, 85769: const     0.021588
vwretd    0.234965
SMB      -0.004074
HML       0.000626
dtype: float64, 85770: const    -0.002715
vwretd    1.076526
SMB       0.003348
HML       0.004690
dtype: float64, 85771: const     0.008375
vwretd    0.230452
SMB       0.004318
HML       0.006057
dtype: float64, 85772: const    -0.013890
vwretd    1.709090
SMB       0.008826
HML       0.023736
dtype: float64, 85774: const    -0.039837
vwretd    2.074533
SMB       0.018263
HML       0.018640
dtype: float64, 85775: const    -0.045605
vwretd    1.457893
SMB      -0.003654
HML      -0.005064
dtype: float64, 85776: const     0.005932
vwretd    1.208310
SMB       0.003284
HML       0.000878
dtype: float64, 85777: const     0.003938
vwretd    0.199219
SMB       0.001970
HML       0.003643
dtype: float64, 85779: const    -0.010134
vwretd    0.425835
SMB       0.013624
HML      -0.004556
dtype: float64, 85780: const     0.002070
vwretd    0.493700
SMB       0.004017
HML       0.007928
dtype: float64, 85781: const    -0.020782
vwretd    2.132336
SMB       0.021433
HML       0.008762
dtype: float64, 85782: const    -0.012464
vwretd    0.244489
SMB       0.001876
HML      -0.013214
dtype: float64, 85785: const     0.003499
vwretd    0.613853
SMB       0.000897
HML       0.001647
dtype: float64, 85786: const    -0.017865
vwretd    0.985584
SMB       0.004342
HML       0.014771
dtype: float64, 85787: const     0.001083
vwretd   -0.747587
SMB       0.011543
HML      -0.024414
dtype: float64, 85789: const     0.001202
vwretd    0.634383
SMB       0.006147
HML       0.009265
dtype: float64, 85790: const    -0.010088
vwretd   -0.035451
SMB       0.000961
HML      -0.000353
dtype: float64, 85791: const     0.011307
vwretd    0.755628
SMB       0.006142
HML       0.017145
dtype: float64, 85792: const     0.009165
vwretd    1.423576
SMB       0.002954
HML       0.002254
dtype: float64, 85793: const     0.033357
vwretd    1.375663
SMB      -0.001739
HML      -0.011721
dtype: float64, 85795: const    -0.007281
vwretd   -1.032583
SMB      -0.000662
HML      -0.013439
dtype: float64, 85796: const    -0.004871
vwretd    1.030233
SMB       0.008671
HML       0.007621
dtype: float64, 85797: const     0.014427
vwretd    1.214538
SMB       0.022300
HML       0.016468
dtype: float64, 85798: const     0.003343
vwretd    0.558612
SMB       0.003187
HML       0.005972
dtype: float64, 85799: const     0.014331
vwretd    1.199567
SMB       0.004130
HML       0.002992
dtype: float64, 85800: const     0.056982
vwretd    1.744876
SMB       0.012308
HML       0.052172
dtype: float64, 85801: const     0.004144
vwretd    0.380127
SMB       0.007804
HML       0.008939
dtype: float64, 85802: const     0.019432
vwretd    1.701987
SMB       0.010321
HML      -0.007182
dtype: float64, 85803: const     0.024245
vwretd    2.400791
SMB       0.017036
HML      -0.004162
dtype: float64, 85804: const     0.008062
vwretd    0.465698
SMB       0.002899
HML      -0.000270
dtype: float64, 85805: const       8.522162
vwretd   -101.837545
SMB        -0.312391
HML         0.732902
dtype: float64, 85806: const     0.013520
vwretd    0.338432
SMB       0.004658
HML       0.006108
dtype: float64, 85807: const    -0.040666
vwretd    2.410512
SMB       0.002036
HML       0.000040
dtype: float64, 85808: const    -0.006518
vwretd    1.824413
SMB       0.007634
HML       0.004447
dtype: float64, 85809: const    -0.015540
vwretd    1.493512
SMB       0.002087
HML      -0.011356
dtype: float64, 85810: const    -0.002789
vwretd    1.031211
SMB       0.006730
HML       0.008768
dtype: float64, 85811: const     0.029766
vwretd   -0.825782
SMB       0.002235
HML       0.003692
dtype: float64, 85812: const    -0.053580
vwretd    1.109248
SMB       0.005769
HML       0.014702
dtype: float64, 85813: const     0.001155
vwretd   -0.583983
SMB      -0.000129
HML      -0.000647
dtype: float64, 85814: const     0.028220
vwretd    1.169728
SMB       0.005219
HML      -0.001555
dtype: float64, 85815: const     0.286323
vwretd   -6.866632
SMB       0.000020
HML       0.043491
dtype: float64, 85816: const     0.031583
vwretd    2.470076
SMB      -0.005861
HML      -0.016079
dtype: float64, 85817: const     0.002653
vwretd    0.864114
SMB       0.003054
HML       0.006803
dtype: float64, 85818: const    -0.160205
vwretd    1.994873
SMB      -0.002559
HML      -0.005909
dtype: float64, 85819: const     0.019935
vwretd    1.366466
SMB      -0.000853
HML      -0.002727
dtype: float64, 85820: const    -0.017430
vwretd    0.457055
SMB       0.012678
HML       0.011697
dtype: float64, 85821: const     0.003394
vwretd    1.565224
SMB       0.020452
HML       0.019030
dtype: float64, 85822: const     0.002383
vwretd    0.965395
SMB       0.005898
HML      -0.000838
dtype: float64, 85823: const     0.043759
vwretd   -0.310403
SMB       0.013034
HML      -0.024841
dtype: float64, 85824: const     0.011018
vwretd    1.526421
SMB       0.006329
HML      -0.006379
dtype: float64, 85825: const     0.009782
vwretd    2.876597
SMB       0.010360
HML      -0.001907
dtype: float64, 85826: const    -0.625251
vwretd    7.964505
SMB       0.148243
HML      -0.124174
dtype: float64, 85827: const    -0.080569
vwretd    1.761148
SMB       0.000605
HML      -0.017474
dtype: float64, 85828: const     0.073893
vwretd    0.736124
SMB       0.022401
HML       0.006922
dtype: float64, 85829: const     0.002439
vwretd    0.439659
SMB       0.000612
HML       0.002852
dtype: float64, 85830: const     0.009512
vwretd    5.866012
SMB       0.048655
HML       0.044657
dtype: float64, 85831: const      174.605079
vwretd   -2360.333614
SMB         -5.172613
HML          6.720097
dtype: float64, 85832: const    -0.024817
vwretd    0.619269
SMB       0.012091
HML       0.012888
dtype: float64, 85833: const    -0.011461
vwretd    1.658128
SMB       0.017404
HML      -0.001702
dtype: float64, 85834: const    -0.003954
vwretd   -0.527530
SMB      -0.001411
HML      -0.013801
dtype: float64, 85835: const    -0.010099
vwretd    1.340877
SMB       0.006062
HML       0.014325
dtype: float64, 85836: const     0.033991
vwretd    2.787524
SMB       0.009045
HML      -0.016780
dtype: float64, 85837: const    -0.011719
vwretd    0.385902
SMB       0.011760
HML      -0.015337
dtype: float64, 85838: const     0.017750
vwretd    0.966608
SMB       0.010178
HML      -0.004102
dtype: float64, 85839: const     0.007546
vwretd    0.595987
SMB       0.008181
HML       0.003574
dtype: float64, 85840: const    -0.002877
vwretd    0.848232
SMB       0.003823
HML       0.006463
dtype: float64, 85841: const     0.149676
vwretd   -3.353055
SMB      -0.002823
HML      -0.026465
dtype: float64, 85842: const    -0.008752
vwretd    0.722066
SMB       0.012937
HML       0.008450
dtype: float64, 85843: const     0.027367
vwretd    0.875290
SMB       0.004576
HML       0.011173
dtype: float64, 85844: const    -0.011900
vwretd    0.808341
SMB       0.002439
HML       0.009579
dtype: float64, 85845: const     0.046896
vwretd    1.101017
SMB      -0.005485
HML      -0.001999
dtype: float64, 85846: const    -0.016491
vwretd    0.770848
SMB       0.011322
HML       0.008553
dtype: float64, 85847: const     0.034411
vwretd    1.549392
SMB       0.000037
HML       0.012435
dtype: float64, 85849: const    -0.048216
vwretd    1.768092
SMB       0.004228
HML       0.008397
dtype: float64, 85850: const    -0.027554
vwretd    2.423393
SMB       0.016787
HML       0.008312
dtype: float64, 85851: const    -0.042440
vwretd   -0.248455
SMB       0.026137
HML      -0.009098
dtype: float64, 85852: const    -0.095135
vwretd   -0.920245
SMB      -0.004665
HML      -0.042200
dtype: float64, 85853: const      0.089503
vwretd   -29.122249
SMB        0.032783
HML       -0.472728
dtype: float64, 85854: const    -0.004287
vwretd    2.630684
SMB       0.010050
HML       0.002140
dtype: float64, 85855: const     0.090221
vwretd   -0.096095
SMB       0.032052
HML      -0.006211
dtype: float64, 85856: const     0.028163
vwretd   -0.051857
SMB       0.006214
HML       0.005841
dtype: float64, 85857: const     0.008532
vwretd    0.353298
SMB       0.000931
HML       0.005314
dtype: float64, 85858: const     0.064771
vwretd   -2.170367
SMB       0.002057
HML      -0.011673
dtype: float64, 85859: const     0.042688
vwretd    1.588157
SMB       0.023648
HML       0.036201
dtype: float64, 85860: const     0.003681
vwretd    0.378661
SMB       0.006391
HML       0.008328
dtype: float64, 85861: const     0.010357
vwretd    0.195647
SMB       0.001283
HML      -0.001567
dtype: float64, 85862: const     0.033587
vwretd    0.898472
SMB       0.016577
HML       0.002052
dtype: float64, 85863: const     0.008229
vwretd    1.094230
SMB       0.000188
HML       0.001247
dtype: float64, 85864: const     0.019553
vwretd    1.582042
SMB       0.022705
HML      -0.025067
dtype: float64, 85865: const    -0.020808
vwretd    0.315362
SMB       0.003220
HML       0.004639
dtype: float64, 85866: const     0.115559
vwretd    0.304820
SMB      -0.011605
HML      -0.057582
dtype: float64, 85867: const    -0.025437
vwretd    1.466678
SMB      -0.006929
HML      -0.029324
dtype: float64, 85868: const    -0.004369
vwretd    0.078098
SMB      -0.001631
HML      -0.008204
dtype: float64, 85869: const    -0.005756
vwretd    0.630277
SMB       0.010457
HML       0.006731
dtype: float64, 85870: const     0.065916
vwretd    3.114035
SMB      -0.006743
HML      -0.028616
dtype: float64, 85871: const     0.008982
vwretd    1.124275
SMB       0.009908
HML      -0.010230
dtype: float64, 85872: const    -0.076814
vwretd   -0.005376
SMB       0.001010
HML       0.009317
dtype: float64, 85873: const     0.016075
vwretd   -0.011048
SMB       0.000799
HML       0.003132
dtype: float64, 85874: const     0.008381
vwretd    0.112386
SMB       0.003176
HML       0.005533
dtype: float64, 85875: const     0.002439
vwretd    0.808078
SMB       0.008254
HML       0.012149
dtype: float64, 85876: const     0.008472
vwretd    0.405394
SMB       0.002169
HML       0.005798
dtype: float64, 85877: const    -0.021042
vwretd    0.888115
SMB      -0.009720
HML      -0.003436
dtype: float64, 85878: const     0.070341
vwretd    4.112538
SMB       0.014457
HML       0.059478
dtype: float64, 85879: const     0.045698
vwretd    2.286262
SMB      -0.000618
HML      -0.030134
dtype: float64, 85880: const     0.011737
vwretd    1.261660
SMB       0.006379
HML       0.011226
dtype: float64, 85881: const     0.119330
vwretd    1.340276
SMB       0.048346
HML      -0.010140
dtype: float64, 85882: const    -0.016043
vwretd    0.537891
SMB       0.009653
HML       0.015192
dtype: float64, 85883: const     0.006766
vwretd    0.240897
SMB       0.001391
HML       0.002519
dtype: float64, 85884: const    -0.058520
vwretd   -4.297274
SMB      -0.021276
HML      -0.067434
dtype: float64, 85885: const    -0.000578
vwretd    0.925445
SMB       0.011707
HML       0.007164
dtype: float64, 85886: const     0.011121
vwretd    1.438835
SMB      -0.000699
HML      -0.007006
dtype: float64, 85887: const    -0.007269
vwretd   -1.538275
SMB      -0.009868
HML      -0.031770
dtype: float64, 85888: const     0.007991
vwretd    0.763237
SMB       0.002281
HML      -0.003281
dtype: float64, 85889: const     0.008182
vwretd    0.913753
SMB       0.004691
HML       0.001663
dtype: float64, 85890: const     0.000181
vwretd    0.697471
SMB       0.014867
HML      -0.006714
dtype: float64, 85891: const     0.010091
vwretd   -0.208960
SMB       0.002403
HML      -0.002288
dtype: float64, 85892: const    -0.034992
vwretd   -0.924262
SMB       0.045895
HML      -0.078223
dtype: float64, 85893: const     0.005938
vwretd    1.104330
SMB      -0.000747
HML      -0.000534
dtype: float64, 85894: const     0.043737
vwretd    2.823670
SMB       0.030839
HML      -0.028510
dtype: float64, 85895: const     0.016160
vwretd    0.624900
SMB       0.000739
HML       0.006053
dtype: float64, 85896: const    -0.006289
vwretd    1.126879
SMB       0.001170
HML       0.013625
dtype: float64, 85897: const     0.006604
vwretd    0.565121
SMB       0.005417
HML       0.005633
dtype: float64, 85898: const     0.056727
vwretd    1.294033
SMB       0.002693
HML      -0.008580
dtype: float64, 85899: const     0.021614
vwretd    0.443224
SMB       0.001571
HML       0.004351
dtype: float64, 85900: const    -0.004766
vwretd    0.966045
SMB       0.008109
HML       0.014202
dtype: float64, 85901: const    -0.041860
vwretd    2.720087
SMB      -0.025458
HML       0.036109
dtype: float64, 85902: const    -0.054627
vwretd    0.860366
SMB       0.001547
HML       0.004842
dtype: float64, 85903: const     0.005088
vwretd    0.516228
SMB       0.004300
HML       0.002471
dtype: float64, 85904: const     0.003381
vwretd   -0.226294
SMB       0.004280
HML       0.001904
dtype: float64, 85905: const     0.001166
vwretd    0.610585
SMB       0.001416
HML       0.001834
dtype: float64, 85906: const    -0.101062
vwretd    1.172276
SMB      -0.005414
HML       0.005893
dtype: float64, 85908: const     0.006026
vwretd    1.531463
SMB       0.005228
HML       0.008755
dtype: float64, 85909: const    -0.010543
vwretd    0.318637
SMB       0.008433
HML       0.009436
dtype: float64, 85910: const    -0.005766
vwretd    1.048079
SMB       0.007967
HML      -0.001315
dtype: float64, 85913: const     0.003214
vwretd    1.320613
SMB       0.000723
HML       0.007622
dtype: float64, 85914: const     0.015240
vwretd    1.281978
SMB       0.007558
HML      -0.002020
dtype: float64, 85915: const    -0.005562
vwretd   -0.237862
SMB       0.001135
HML       0.000423
dtype: float64, 85916: const     0.003243
vwretd    0.130604
SMB       0.000015
HML      -0.000559
dtype: float64, 85917: const     0.004864
vwretd    0.141035
SMB       0.000215
HML      -0.000250
dtype: float64, 85918: const     0.003483
vwretd    0.090724
SMB       0.000128
HML      -0.000267
dtype: float64, 85919: const     0.060922
vwretd   -1.170309
SMB       0.007412
HML       0.010806
dtype: float64, 85921: const    -0.056981
vwretd    0.486400
SMB       0.009921
HML       0.002187
dtype: float64, 85922: const     0.001434
vwretd    0.979403
SMB       0.005815
HML       0.010773
dtype: float64, 85923: const    -0.007694
vwretd    1.686766
SMB       0.003609
HML      -0.000454
dtype: float64, 85924: const    -0.131297
vwretd    6.242666
SMB      -0.078232
HML       0.049284
dtype: float64, 85925: const     0.008070
vwretd    0.706353
SMB       0.001733
HML       0.002333
dtype: float64, 85926: const     0.001749
vwretd    1.314393
SMB       0.000879
HML       0.004362
dtype: float64, 85927: const    -0.002962
vwretd    0.939657
SMB       0.008004
HML      -0.013982
dtype: float64, 85928: const     0.004498
vwretd    0.530138
SMB       0.012837
HML       0.008707
dtype: float64, 85929: const     0.003163
vwretd    0.522597
SMB      -0.003348
HML       0.008813
dtype: float64, 85930: const    -0.083152
vwretd   -1.133382
SMB      -0.023586
HML      -0.031127
dtype: float64, 85931: const    -0.001300
vwretd    1.492893
SMB       0.001704
HML       0.004850
dtype: float64, 85932: const     0.010509
vwretd    1.443641
SMB      -0.000098
HML       0.009298
dtype: float64, 85933: const     0.007819
vwretd    1.140660
SMB       0.002911
HML       0.017142
dtype: float64, 85934: const     0.013378
vwretd    0.245897
SMB       0.004078
HML       0.002484
dtype: float64, 85935: const     0.005912
vwretd    0.678241
SMB       0.004727
HML       0.004808
dtype: float64, 85936: const     0.016029
vwretd   -0.103250
SMB       0.016041
HML       0.016932
dtype: float64, 85937: const    -0.009766
vwretd    1.373142
SMB      -0.002915
HML       0.011750
dtype: float64, 85938: const     0.122122
vwretd   -0.678419
SMB       0.121019
HML       0.081533
dtype: float64, 85939: const    -0.005352
vwretd    0.918972
SMB       0.007009
HML       0.008139
dtype: float64, 85941: const     0.004744
vwretd    0.363437
SMB       0.007415
HML       0.005793
dtype: float64, 85942: const    -0.000282
vwretd    0.684069
SMB       0.000998
HML       0.000218
dtype: float64, 85943: const     0.008484
vwretd    0.284187
SMB       0.005176
HML       0.006274
dtype: float64, 85944: const     0.011970
vwretd    1.939134
SMB       0.005367
HML       0.014527
dtype: float64, 85945: const     0.011063
vwretd    0.882465
SMB       0.004165
HML       0.002693
dtype: float64, 85946: const     0.014267
vwretd    0.575020
SMB       0.006281
HML      -0.006724
dtype: float64, 85947: const     0.001218
vwretd    1.497079
SMB       0.008438
HML       0.013860
dtype: float64, 85948: const     0.009536
vwretd    0.716818
SMB      -0.000161
HML       0.007802
dtype: float64, 85949: const    -0.212542
vwretd    0.350851
SMB      -0.047805
HML      -0.047888
dtype: float64, 85950: const     0.009073
vwretd    0.450894
SMB       0.000524
HML       0.003412
dtype: float64, 85951: const     0.006314
vwretd    0.985764
SMB       0.005280
HML       0.006505
dtype: float64, 85952: const     0.041317
vwretd    1.946009
SMB       0.009456
HML       0.019699
dtype: float64, 85953: const     0.005870
vwretd    1.300030
SMB       0.013408
HML      -0.019384
dtype: float64, 85955: const    -0.027352
vwretd    0.610401
SMB       0.003729
HML      -0.009825
dtype: float64, 85956: const     0.023450
vwretd    0.957366
SMB       0.000846
HML      -0.009507
dtype: float64, 85957: const      0.770243
vwretd   -42.786050
SMB       -0.439911
HML       -0.429406
dtype: float64, 85958: const     0.000918
vwretd    0.599161
SMB       0.006294
HML       0.005271
dtype: float64, 85959: const     0.011166
vwretd    0.439177
SMB       0.004520
HML       0.008405
dtype: float64, 85960: const    -0.035551
vwretd    1.082530
SMB       0.007049
HML       0.016960
dtype: float64, 85961: const     0.019490
vwretd    1.392582
SMB       0.004602
HML      -0.012036
dtype: float64, 85962: const     0.041856
vwretd    0.408205
SMB       0.002772
HML      -0.035009
dtype: float64, 85963: const     0.011427
vwretd    2.090266
SMB       0.009052
HML      -0.017352
dtype: float64, 85964: const    -0.036749
vwretd   -0.952869
SMB       0.003851
HML      -0.020830
dtype: float64, 85965: const    -0.011803
vwretd    1.202981
SMB       0.008741
HML       0.002959
dtype: float64, 85966: const     0.001802
vwretd    0.568784
SMB       0.003594
HML       0.003878
dtype: float64, 85967: const    -0.113601
vwretd   -1.278697
SMB      -0.005475
HML      -0.065919
dtype: float64, 85968: const     0.004107
vwretd   -0.574586
SMB       0.010431
HML      -0.001389
dtype: float64, 85969: const     0.023481
vwretd    2.630986
SMB       0.021158
HML       0.027887
dtype: float64, 85970: const     0.120752
vwretd   -2.860772
SMB       0.003652
HML      -0.012182
dtype: float64, 85971: const     0.013566
vwretd    1.698343
SMB       0.000527
HML      -0.007261
dtype: float64, 85972: const     0.005543
vwretd    0.567344
SMB       0.008149
HML       0.004265
dtype: float64, 85973: const    -0.019900
vwretd    1.993127
SMB       0.008258
HML       0.027057
dtype: float64, 85974: const      1.279077
vwretd   -43.718946
SMB        0.376972
HML       -0.416978
dtype: float64, 85975: const    -0.022582
vwretd    1.898396
SMB       0.011577
HML       0.026352
dtype: float64, 85976: const    -0.001617
vwretd    0.329780
SMB       0.010063
HML       0.013781
dtype: float64, 85977: const    -0.027787
vwretd    0.563369
SMB       0.001008
HML      -0.004702
dtype: float64, 85978: const    -0.022828
vwretd    0.642474
SMB       0.013110
HML       0.019596
dtype: float64, 85979: const    -0.005034
vwretd    1.437654
SMB       0.004869
HML      -0.025577
dtype: float64, 85980: const     0.003618
vwretd    0.052882
SMB       0.001753
HML       0.004726
dtype: float64, 85981: const    -0.234066
vwretd    4.224931
SMB       0.093194
HML       0.086852
dtype: float64, 85982: const     0.004681
vwretd    0.621841
SMB       0.002917
HML       0.004474
dtype: float64, 85983: const     0.010314
vwretd    0.262070
SMB       0.006051
HML       0.006346
dtype: float64, 85984: const     0.055461
vwretd    0.689351
SMB       0.010190
HML       0.024325
dtype: float64, 85985: const     0.013104
vwretd    2.173639
SMB       0.008012
HML       0.007839
dtype: float64, 85986: const     0.008752
vwretd    1.923001
SMB      -0.001654
HML       0.008566
dtype: float64, 85987: const    -0.005097
vwretd    1.760343
SMB       0.005652
HML       0.008009
dtype: float64, 85988: const     0.015220
vwretd   -1.933774
SMB       0.033612
HML      -0.028257
dtype: float64, 85989: const    -0.021728
vwretd    0.900255
SMB       0.002448
HML      -0.003963
dtype: float64, 85990: const     0.006388
vwretd    1.653576
SMB       0.005479
HML      -0.005216
dtype: float64, 85991: const     0.002099
vwretd    1.607408
SMB      -0.004789
HML      -0.011684
dtype: float64, 85992: const     0.012703
vwretd    1.795057
SMB       0.004264
HML      -0.007498
dtype: float64, 85993: const     0.019574
vwretd    2.017521
SMB      -0.006088
HML      -0.004856
dtype: float64, 85994: const     0.004460
vwretd    0.384578
SMB       0.003779
HML       0.007052
dtype: float64, 85995: const     0.011862
vwretd    1.512608
SMB       0.030976
HML      -0.021965
dtype: float64, 85996: const    -0.003211
vwretd    0.414069
SMB       0.005804
HML       0.006075
dtype: float64, 85997: const     0.002833
vwretd    0.235650
SMB       0.004041
HML       0.004898
dtype: float64, 85998: const    -0.032171
vwretd    2.108325
SMB      -0.002622
HML      -0.001021
dtype: float64, 85999: const     0.018550
vwretd   -0.656315
SMB       0.003239
HML      -0.011159
dtype: float64, 86000: const     0.315178
vwretd   -3.800055
SMB      -0.048375
HML       0.104777
dtype: float64, 86001: const    -0.001282
vwretd    0.813699
SMB       0.005847
HML       0.010707
dtype: float64, 86002: const     0.019216
vwretd    1.995893
SMB      -0.000522
HML       0.002126
dtype: float64, 86003: const     0.017183
vwretd    0.908903
SMB       0.006285
HML      -0.004871
dtype: float64, 86004: const     0.000566
vwretd    0.576894
SMB       0.007644
HML       0.011696
dtype: float64, 86005: const     0.030422
vwretd   -0.766050
SMB      -0.005367
HML      -0.000088
dtype: float64, 86006: const     0.007226
vwretd    0.940545
SMB       0.016016
HML       0.017916
dtype: float64, 86007: const     0.014481
vwretd    0.746699
SMB       0.001373
HML       0.001281
dtype: float64, 86008: const     0.001574
vwretd    0.283612
SMB       0.002500
HML       0.003017
dtype: float64, 86010: const    -0.026423
vwretd    3.750866
SMB       0.003005
HML      -0.004117
dtype: float64, 86011: const     0.022043
vwretd    0.687206
SMB       0.001550
HML       0.007681
dtype: float64, 86013: const     0.006526
vwretd    0.676993
SMB       0.002685
HML       0.005546
dtype: float64, 86016: const    -0.337981
vwretd    3.544602
SMB      -0.047276
HML      -0.004168
dtype: float64, 86017: const     0.013725
vwretd    0.460934
SMB       0.004414
HML       0.006583
dtype: float64, 86018: const     0.014186
vwretd    1.227159
SMB       0.003269
HML       0.015134
dtype: float64, 86020: const    -0.007008
vwretd    1.807855
SMB       0.007572
HML       0.020220
dtype: float64, 86021: const     0.008178
vwretd    0.692983
SMB       0.000550
HML       0.006217
dtype: float64, 86022: const    -0.040392
vwretd   -0.073079
SMB       0.001290
HML      -0.022407
dtype: float64, 86023: const     0.004348
vwretd    0.073342
SMB       0.000293
HML      -0.000690
dtype: float64, 86025: const    -0.015133
vwretd    3.009280
SMB       0.008732
HML       0.003900
dtype: float64, 86026: const     0.006235
vwretd    1.143894
SMB       0.008755
HML       0.011910
dtype: float64, 86027: const     0.005949
vwretd    0.463830
SMB      -0.000179
HML       0.001824
dtype: float64, 86028: const    -0.008501
vwretd    1.272851
SMB       0.011238
HML       0.013842
dtype: float64, 86030: const     0.006598
vwretd   -2.573802
SMB       0.004930
HML      -0.015647
dtype: float64, 86033: const     0.002004
vwretd    0.701684
SMB       0.000156
HML       0.001288
dtype: float64, 86034: const     0.015649
vwretd    1.259429
SMB       0.006333
HML       0.008569
dtype: float64, 86036: const    -0.095291
vwretd    2.031712
SMB      -0.000960
HML       0.050721
dtype: float64, 86037: const     0.001678
vwretd    1.005748
SMB       0.007480
HML       0.009809
dtype: float64, 86038: const     0.008834
vwretd    1.041013
SMB      -0.007219
HML      -0.015438
dtype: float64, 86039: const    -0.166617
vwretd    1.359860
SMB       0.002125
HML      -0.012919
dtype: float64, 86041: const     0.011541
vwretd    1.117738
SMB      -0.003122
HML      -0.010202
dtype: float64, 86042: const     0.012692
vwretd    1.373476
SMB       0.008329
HML       0.013589
dtype: float64, 86043: const     0.014399
vwretd    1.343991
SMB      -0.002230
HML      -0.006434
dtype: float64, 86044: const     0.053108
vwretd   -1.742295
SMB      -0.041474
HML      -0.074619
dtype: float64, 86045: const    -0.058668
vwretd    0.463318
SMB       0.006586
HML      -0.009362
dtype: float64, 86046: const     0.018561
vwretd    0.284997
SMB      -0.001308
HML       0.000863
dtype: float64, 86047: const     0.007849
vwretd    2.293673
SMB       0.014523
HML       0.001875
dtype: float64, 86048: const     0.006439
vwretd    1.533180
SMB       0.003318
HML      -0.002146
dtype: float64, 86049: const    -0.048095
vwretd    0.898856
SMB       0.016742
HML       0.002600
dtype: float64, 86050: const     0.006985
vwretd    2.705467
SMB       0.019096
HML      -0.015273
dtype: float64, 86051: const     0.007187
vwretd    1.956205
SMB       0.020073
HML      -0.008654
dtype: float64, 86052: const     0.007746
vwretd    1.343562
SMB       0.023480
HML      -0.007451
dtype: float64, 86053: const    -0.050806
vwretd    0.124100
SMB      -0.001459
HML      -0.003973
dtype: float64, 86054: const     0.062978
vwretd    3.439650
SMB       0.007931
HML      -0.019235
dtype: float64, 86055: const     0.002991
vwretd    2.596281
SMB       0.008646
HML       0.021216
dtype: float64, 86056: const     0.008695
vwretd    0.203391
SMB       0.006353
HML       0.005918
dtype: float64, 86057: const     0.028787
vwretd   -0.307663
SMB      -0.006066
HML      -0.027918
dtype: float64, 86058: const    -0.047933
vwretd    0.403470
SMB       0.015113
HML      -0.011209
dtype: float64, 86060: const    -0.003023
vwretd    4.149852
SMB       0.033459
HML      -0.002657
dtype: float64, 86061: const     0.002878
vwretd    0.353332
SMB       0.005051
HML       0.004721
dtype: float64, 86062: const     0.013460
vwretd    1.288536
SMB       0.015260
HML      -0.013341
dtype: float64, 86063: const     0.010055
vwretd    1.569622
SMB      -0.015480
HML      -0.021099
dtype: float64, 86064: const     0.028207
vwretd    0.865170
SMB      -0.003692
HML       0.000510
dtype: float64, 86065: const    -0.264460
vwretd    5.049729
SMB      -0.015344
HML       0.010465
dtype: float64, 86066: const     0.004334
vwretd    0.234871
SMB       0.001958
HML       0.003846
dtype: float64, 86067: const     0.007100
vwretd    0.282222
SMB       0.001031
HML       0.004581
dtype: float64, 86068: const     0.053044
vwretd   -1.749104
SMB      -0.005917
HML      -0.002609
dtype: float64, 86069: const     0.032391
vwretd    1.290696
SMB      -0.001040
HML       0.002914
dtype: float64, 86070: const    -0.058953
vwretd    2.183059
SMB      -0.000800
HML      -0.015363
dtype: float64, 86071: const    -0.022705
vwretd    0.963398
SMB       0.014070
HML      -0.008924
dtype: float64, 86072: const     0.009299
vwretd    0.967335
SMB      -0.001728
HML      -0.004925
dtype: float64, 86073: const     0.004582
vwretd    0.914331
SMB       0.013832
HML       0.004176
dtype: float64, 86074: const     0.274530
vwretd    7.445907
SMB       0.078990
HML       0.080414
dtype: float64, 86075: const     0.005589
vwretd    0.117826
SMB       0.004555
HML      -0.001454
dtype: float64, 86076: const    -0.009198
vwretd    0.544896
SMB       0.004241
HML       0.009120
dtype: float64, 86077: const    -0.036392
vwretd    7.085812
SMB       0.020878
HML       0.025919
dtype: float64, 86078: const    -0.028479
vwretd    1.238809
SMB       0.010271
HML       0.006512
dtype: float64, 86079: const     0.010157
vwretd    1.715449
SMB       0.025872
HML       0.001863
dtype: float64, 86080: const    -0.016876
vwretd    1.114251
SMB       0.007655
HML      -0.000300
dtype: float64, 86081: const     0.240041
vwretd    2.200987
SMB       0.013749
HML       0.043220
dtype: float64, 86082: const    -0.004059
vwretd    0.370894
SMB       0.002906
HML       0.009544
dtype: float64, 86083: const    -0.006134
vwretd    0.912000
SMB       0.003715
HML       0.005348
dtype: float64, 86085: const     0.066486
vwretd    5.447000
SMB       0.005003
HML      -0.021076
dtype: float64, 86086: const     0.019065
vwretd    2.339583
SMB       0.016926
HML       0.017607
dtype: float64, 86087: const    -0.019721
vwretd    0.777428
SMB       0.019373
HML       0.006903
dtype: float64, 86088: const     0.002288
vwretd    0.479744
SMB       0.011343
HML       0.008916
dtype: float64, 86089: const     0.064240
vwretd    1.656049
SMB       0.016347
HML      -0.026861
dtype: float64, 86090: const    -0.031329
vwretd    0.835645
SMB       0.017545
HML       0.006117
dtype: float64, 86091: const     0.008155
vwretd    0.306920
SMB       0.005013
HML       0.008037
dtype: float64, 86092: const     0.012922
vwretd    1.132865
SMB       0.016921
HML      -0.009574
dtype: float64, 86093: const    -0.114510
vwretd    1.738226
SMB       0.022973
HML       0.036783
dtype: float64, 86094: const     0.336980
vwretd   -1.471864
SMB       0.000658
HML      -0.086581
dtype: float64, 86095: const    -0.084143
vwretd   -4.738330
SMB      -0.038490
HML      -0.112937
dtype: float64, 86096: const     0.098145
vwretd    0.771249
SMB       0.000075
HML      -0.012037
dtype: float64, 86097: const     0.012041
vwretd    0.454572
SMB      -0.001906
HML       0.006257
dtype: float64, 86098: const    -0.012528
vwretd    0.979386
SMB       0.019672
HML      -0.005429
dtype: float64, 86101: const    -0.002578
vwretd    1.110574
SMB       0.002257
HML      -0.011495
dtype: float64, 86102: const     0.003932
vwretd    0.814090
SMB       0.002205
HML       0.004387
dtype: float64, 86103: const    -0.289885
vwretd    1.149738
SMB       0.005207
HML      -0.008499
dtype: float64, 86104: const    -0.016163
vwretd    0.457067
SMB      -0.004161
HML       0.001262
dtype: float64, 86105: const    -0.002180
vwretd    0.890439
SMB      -0.001120
HML       0.008378
dtype: float64, 86106: const     0.004270
vwretd    0.421043
SMB       0.001378
HML       0.003172
dtype: float64, 86107: const     0.084759
vwretd    1.147571
SMB      -0.010948
HML      -0.002444
dtype: float64, 86108: const    -0.064694
vwretd    0.871264
SMB      -0.002872
HML      -0.001345
dtype: float64, 86109: const    -0.022254
vwretd    1.617767
SMB       0.008331
HML       0.015863
dtype: float64, 86110: const    -0.040572
vwretd    2.273677
SMB       0.004638
HML       0.017609
dtype: float64, 86111: const     0.009533
vwretd    0.980753
SMB       0.002768
HML      -0.006265
dtype: float64, 86112: const    -0.039251
vwretd    1.167515
SMB       0.002533
HML       0.013561
dtype: float64, 86113: const    -0.003056
vwretd    0.970994
SMB       0.004798
HML       0.004805
dtype: float64, 86115: const    -0.004189
vwretd    2.065644
SMB       0.001333
HML      -0.000905
dtype: float64, 86116: const     0.051350
vwretd    1.197804
SMB       0.028801
HML      -0.011096
dtype: float64, 86117: const    -0.002484
vwretd    0.911664
SMB       0.001882
HML       0.003888
dtype: float64, 86118: const    -0.005342
vwretd    0.893268
SMB       0.003436
HML       0.004427
dtype: float64, 86120: const    -0.010521
vwretd    0.988839
SMB       0.005035
HML       0.007091
dtype: float64, 86121: const     0.012305
vwretd    0.981077
SMB       0.005215
HML       0.005803
dtype: float64, 86122: const     0.009335
vwretd    1.381588
SMB       0.021629
HML       0.001484
dtype: float64, 86123: const     0.029900
vwretd    1.994179
SMB       0.005853
HML       0.006756
dtype: float64, 86124: const     0.004458
vwretd    0.546717
SMB       0.005999
HML       0.008312
dtype: float64, 86127: const    -0.001663
vwretd    0.849928
SMB       0.000985
HML       0.000273
dtype: float64, 86128: const     0.004211
vwretd    1.551959
SMB       0.010533
HML       0.010386
dtype: float64, 86130: const     0.132647
vwretd    1.819490
SMB       0.022052
HML       0.016348
dtype: float64, 86131: const     0.005581
vwretd    1.354124
SMB       0.005098
HML      -0.003144
dtype: float64, 86132: const     0.047446
vwretd   -0.064410
SMB       0.023359
HML      -0.010481
dtype: float64, 86133: const     0.034609
vwretd   -0.501576
SMB      -0.006871
HML      -0.009183
dtype: float64, 86134: const    -0.039259
vwretd   -0.545899
SMB       0.010786
HML      -0.011002
dtype: float64, 86135: const    -0.013838
vwretd    1.557977
SMB       0.004834
HML       0.007592
dtype: float64, 86136: const     0.007739
vwretd    0.487898
SMB      -0.002253
HML       0.002447
dtype: float64, 86137: const    -0.069399
vwretd   -0.709555
SMB       0.016635
HML      -0.026785
dtype: float64, 86138: const    -0.001566
vwretd    0.688464
SMB       0.003617
HML       0.003391
dtype: float64, 86139: const     0.028592
vwretd    0.144748
SMB       0.004913
HML      -0.004458
dtype: float64, 86140: const    -0.060415
vwretd    0.386280
SMB      -0.002990
HML      -0.012502
dtype: float64, 86142: const     0.033884
vwretd    1.140958
SMB       0.006360
HML       0.004127
dtype: float64, 86143: const     0.000341
vwretd    0.509102
SMB       0.000810
HML       0.002379
dtype: float64, 86144: const     0.004530
vwretd    1.136868
SMB       0.004076
HML      -0.001595
dtype: float64, 86145: const     0.016860
vwretd    0.880330
SMB       0.015208
HML       0.007816
dtype: float64, 86146: const     0.044321
vwretd    2.012663
SMB       0.001799
HML       0.019691
dtype: float64, 86147: const     0.043744
vwretd   -1.409294
SMB      -0.015722
HML      -0.041919
dtype: float64, 86148: const    -0.023749
vwretd   -0.064944
SMB       0.017041
HML      -0.023582
dtype: float64, 86149: const    -0.038456
vwretd   -2.212687
SMB      -0.006586
HML      -0.057787
dtype: float64, 86150: const    -0.005209
vwretd    1.564726
SMB      -0.000977
HML       0.004964
dtype: float64, 86151: const     0.003004
vwretd    0.045566
SMB      -0.001310
HML      -0.003030
dtype: float64, 86152: const     0.054735
vwretd   -1.263063
SMB      -0.004244
HML      -0.013341
dtype: float64, 86153: const     0.192731
vwretd    0.515180
SMB       0.019568
HML       0.050317
dtype: float64, 86154: const     0.032771
vwretd   -0.158471
SMB      -0.001624
HML      -0.015137
dtype: float64, 86155: const    -0.012021
vwretd    1.893460
SMB       0.011424
HML       0.004967
dtype: float64, 86156: const    -0.004677
vwretd    1.319733
SMB       0.002999
HML       0.004391
dtype: float64, 86157: const     0.005125
vwretd    0.528984
SMB       0.007675
HML       0.011170
dtype: float64, 86158: const     0.015867
vwretd    1.201762
SMB       0.003597
HML      -0.003909
dtype: float64, 86159: const     0.023348
vwretd    0.426076
SMB       0.000334
HML      -0.010665
dtype: float64, 86160: const    -0.015153
vwretd    1.534792
SMB       0.012877
HML       0.023657
dtype: float64, 86161: const    -0.003147
vwretd    0.503723
SMB      -0.003018
HML      -0.008519
dtype: float64, 86162: const    -0.017948
vwretd    1.244248
SMB       0.004881
HML       0.009869
dtype: float64, 86163: const     0.009567
vwretd    0.243073
SMB      -0.000665
HML       0.002889
dtype: float64, 86164: const    -0.004623
vwretd    1.257111
SMB       0.012197
HML       0.013339
dtype: float64, 86165: const     0.006667
vwretd    1.821203
SMB       0.008944
HML      -0.004390
dtype: float64, 86166: const     0.010718
vwretd    0.473140
SMB       0.006057
HML       0.006536
dtype: float64, 86167: const     0.003995
vwretd    1.253225
SMB       0.003981
HML       0.006268
dtype: float64, 86168: const     0.020687
vwretd    1.512765
SMB       0.008259
HML       0.002291
dtype: float64, 86169: const     0.016752
vwretd   -0.473335
SMB      -0.004110
HML      -0.005190
dtype: float64, 86170: const    -0.007658
vwretd    1.174046
SMB       0.000070
HML       0.001954
dtype: float64, 86171: const    -0.016726
vwretd    0.366313
SMB       0.004733
HML       0.000254
dtype: float64, 86172: const     0.053745
vwretd    1.365798
SMB      -0.039669
HML      -0.099160
dtype: float64, 86173: const     0.041922
vwretd    5.165536
SMB       0.007969
HML      -0.001323
dtype: float64, 86174: const     0.022099
vwretd    2.503173
SMB       0.000041
HML      -0.014005
dtype: float64, 86175: const    -0.010005
vwretd   -0.105943
SMB       0.033649
HML      -0.018396
dtype: float64, 86176: const     0.010036
vwretd    0.619680
SMB       0.003859
HML       0.000959
dtype: float64, 86177: const    -0.160496
vwretd   -2.332752
SMB      -0.012106
HML      -0.047277
dtype: float64, 86178: const     0.013367
vwretd    1.180584
SMB       0.009721
HML       0.006553
dtype: float64, 86179: const    -0.058886
vwretd    0.537158
SMB       0.004548
HML       0.007252
dtype: float64, 86180: const     0.005451
vwretd    1.975994
SMB       0.010500
HML      -0.013697
dtype: float64, 86181: const     0.032505
vwretd   -0.395056
SMB       0.084770
HML       0.031610
dtype: float64, 86182: const    -0.000153
vwretd    1.194074
SMB       0.006809
HML       0.009944
dtype: float64, 86183: const    -0.055318
vwretd    1.274753
SMB      -0.016872
HML       0.011255
dtype: float64, 86185: const     0.017036
vwretd    0.614689
SMB       0.004030
HML      -0.002168
dtype: float64, 86186: const     0.014725
vwretd    0.372525
SMB      -0.015151
HML      -0.013918
dtype: float64, 86187: const     0.015259
vwretd    1.373511
SMB       0.001701
HML       0.000132
dtype: float64, 86188: const     0.017647
vwretd    1.642488
SMB       0.013515
HML       0.007511
dtype: float64, 86189: const    -0.023734
vwretd    0.593133
SMB       0.009188
HML       0.007242
dtype: float64, 86190: const     0.015797
vwretd    1.702230
SMB       0.002428
HML       0.005618
dtype: float64, 86191: const    -0.002108
vwretd    0.371960
SMB       0.011152
HML      -0.003126
dtype: float64, 86192: const    -0.006729
vwretd    1.866253
SMB       0.005506
HML       0.005159
dtype: float64, 86193: const     0.002171
vwretd    0.332620
SMB      -0.011194
HML      -0.042887
dtype: float64, 86194: const    -0.005560
vwretd    4.964421
SMB       0.006375
HML       0.014250
dtype: float64, 86195: const     0.007249
vwretd   -0.551546
SMB       0.001030
HML      -0.015292
dtype: float64, 86196: const     0.018210
vwretd    0.865500
SMB       0.008672
HML      -0.004204
dtype: float64, 86197: const    -0.020302
vwretd    1.266946
SMB       0.000218
HML      -0.001431
dtype: float64, 86198: const    -0.034413
vwretd    1.185437
SMB       0.018756
HML       0.014688
dtype: float64, 86199: const     0.006896
vwretd    0.691886
SMB       0.002191
HML       0.006053
dtype: float64, 86200: const     0.015996
vwretd    1.655126
SMB       0.007408
HML      -0.002352
dtype: float64, 86204: const     0.004184
vwretd    1.384007
SMB       0.028716
HML       0.021534
dtype: float64, 86207: const     0.046861
vwretd    0.735650
SMB       0.001487
HML      -0.014842
dtype: float64, 86208: const    -0.022412
vwretd    0.748998
SMB      -0.007885
HML      -0.017612
dtype: float64, 86209: const     0.004473
vwretd    0.121672
SMB       0.014152
HML       0.002419
dtype: float64, 86210: const     0.082906
vwretd    0.531000
SMB       0.021744
HML       0.036614
dtype: float64, 86211: const     0.012008
vwretd    2.184677
SMB       0.011242
HML      -0.020024
dtype: float64, 86212: const    -0.041918
vwretd    1.702607
SMB       0.029310
HML       0.011962
dtype: float64, 86213: const     0.070260
vwretd    3.776578
SMB      -0.056659
HML      -0.079587
dtype: float64, 86214: const     0.003341
vwretd    1.118500
SMB      -0.005289
HML      -0.006607
dtype: float64, 86215: const     0.014599
vwretd    0.440516
SMB       0.002366
HML       0.003098
dtype: float64, 86216: const    -0.036020
vwretd    3.298083
SMB       0.005660
HML       0.003969
dtype: float64, 86217: const     0.027177
vwretd   -0.012175
SMB       0.003149
HML      -0.003405
dtype: float64, 86218: const     0.005953
vwretd    0.759000
SMB      -0.000383
HML       0.000402
dtype: float64, 86219: const     0.030611
vwretd    2.229340
SMB      -0.033256
HML       0.062958
dtype: float64, 86221: const     0.002416
vwretd    0.532873
SMB       0.001825
HML       0.001265
dtype: float64, 86222: const     0.000534
vwretd    0.718766
SMB       0.000626
HML       0.000960
dtype: float64, 86223: const     0.008760
vwretd    0.627682
SMB       0.000038
HML       0.004467
dtype: float64, 86224: const    -0.015948
vwretd    2.404743
SMB       0.003365
HML      -0.002203
dtype: float64, 86225: const    -0.068054
vwretd    0.376240
SMB       0.020328
HML       0.027132
dtype: float64, 86226: const    -0.024960
vwretd    1.111026
SMB       0.007248
HML       0.013845
dtype: float64, 86227: const    -0.014832
vwretd    0.902993
SMB       0.000871
HML      -0.007898
dtype: float64, 86228: const     0.007803
vwretd    0.642027
SMB      -0.001525
HML       0.003831
dtype: float64, 86230: const     0.004330
vwretd   -1.461655
SMB       0.013478
HML      -0.013791
dtype: float64, 86233: const    -0.001056
vwretd    1.755171
SMB       0.005659
HML       0.010760
dtype: float64, 86234: const     0.030626
vwretd    4.017822
SMB       0.002734
HML      -0.007275
dtype: float64, 86235: const     0.057399
vwretd    1.467354
SMB       0.018643
HML      -0.028456
dtype: float64, 86236: const     0.012136
vwretd    1.953815
SMB       0.015902
HML      -0.017327
dtype: float64, 86237: const     0.013287
vwretd    0.965742
SMB       0.007895
HML      -0.012374
dtype: float64, 86238: const    -0.003400
vwretd    2.962755
SMB       0.021767
HML      -0.006162
dtype: float64, 86239: const    -0.009713
vwretd    1.322723
SMB       0.008208
HML       0.010623
dtype: float64, 86240: const     0.002974
vwretd    0.158288
SMB       0.003150
HML       0.006191
dtype: float64, 86241: const     0.057455
vwretd    3.977763
SMB      -0.027540
HML      -0.022298
dtype: float64, 86242: const     0.000824
vwretd    1.311285
SMB       0.009110
HML       0.007062
dtype: float64, 86243: const    -0.092646
vwretd    2.495595
SMB       0.005209
HML       0.023109
dtype: float64, 86244: const     0.019830
vwretd    2.001261
SMB       0.006184
HML      -0.015939
dtype: float64, 86245: const     0.007021
vwretd    0.358068
SMB       0.002499
HML       0.006871
dtype: float64, 86246: const    -0.002720
vwretd    2.934638
SMB       0.007671
HML      -0.000264
dtype: float64, 86247: const    -0.012514
vwretd    0.663936
SMB      -0.006634
HML       0.003328
dtype: float64, 86248: const     0.017070
vwretd    0.531512
SMB       0.009360
HML      -0.001183
dtype: float64, 86249: const    -0.000173
vwretd    1.558483
SMB       0.006019
HML       0.006819
dtype: float64, 86250: const     0.003923
vwretd    0.808133
SMB       0.005531
HML       0.004708
dtype: float64, 86251: const    -0.013786
vwretd    1.301886
SMB       0.008542
HML      -0.004208
dtype: float64, 86252: const     0.059601
vwretd    1.155842
SMB      -0.015783
HML      -0.015848
dtype: float64, 86253: const     0.003051
vwretd    0.500987
SMB       0.000116
HML       0.005679
dtype: float64, 86254: const     0.029408
vwretd    1.797761
SMB       0.025486
HML       0.003769
dtype: float64, 86255: const     0.009119
vwretd    0.529214
SMB      -0.000699
HML       0.001247
dtype: float64, 86256: const    -0.083457
vwretd    1.388544
SMB       0.002753
HML      -0.015367
dtype: float64, 86257: const    -0.171105
vwretd   -0.205157
SMB       0.021413
HML       0.006845
dtype: float64, 86258: const     0.005176
vwretd    1.258771
SMB       0.007139
HML       0.008346
dtype: float64, 86259: const     0.012165
vwretd    1.262161
SMB       0.004911
HML       0.010354
dtype: float64, 86260: const    -0.000210
vwretd    1.011867
SMB       0.019676
HML      -0.014313
dtype: float64, 86261: const     0.009730
vwretd    0.389869
SMB       0.006470
HML       0.004416
dtype: float64, 86262: const     0.025452
vwretd    4.809013
SMB       0.019453
HML       0.017663
dtype: float64, 86263: const    -0.014645
vwretd    1.398262
SMB      -0.018270
HML       0.020886
dtype: float64, 86264: const     0.003445
vwretd   -0.143043
SMB       0.003699
HML       0.003764
dtype: float64, 86265: const    -0.026132
vwretd    1.916327
SMB       0.014139
HML       0.018209
dtype: float64, 86266: const    -0.040471
vwretd    0.024197
SMB       0.011048
HML      -0.017126
dtype: float64, 86267: const     0.000605
vwretd    0.404518
SMB       0.011905
HML       0.011235
dtype: float64, 86268: const     0.014532
vwretd    0.505016
SMB       0.003465
HML       0.002654
dtype: float64, 86269: const     0.005351
vwretd    0.165772
SMB       0.004383
HML       0.004654
dtype: float64, 86270: const    -0.001299
vwretd    0.960081
SMB       0.013331
HML       0.012045
dtype: float64, 86271: const    -0.133509
vwretd    1.071799
SMB       0.031267
HML       0.056199
dtype: float64, 86272: const     0.007064
vwretd   -0.542594
SMB      -0.002547
HML      -0.014069
dtype: float64, 86273: const    -0.024136
vwretd    1.370761
SMB       0.018810
HML      -0.016807
dtype: float64, 86274: const    -0.008167
vwretd   -0.192369
SMB       0.001637
HML      -0.035001
dtype: float64, 86275: const     0.023552
vwretd   -0.873656
SMB      -0.001185
HML      -0.008468
dtype: float64, 86276: const     0.031709
vwretd    0.758416
SMB       0.011076
HML       0.025146
dtype: float64, 86277: const     0.026432
vwretd   -0.012539
SMB      -0.001477
HML       0.002348
dtype: float64, 86278: const    -0.132776
vwretd    0.862493
SMB       0.013776
HML       0.001825
dtype: float64, 86279: const     0.003263
vwretd    0.468739
SMB       0.004757
HML       0.007403
dtype: float64, 86281: const     0.006053
vwretd    2.426193
SMB       0.003417
HML       0.001760
dtype: float64, 86282: const    -0.075534
vwretd    0.677895
SMB       0.006620
HML       0.013629
dtype: float64, 86283: const     0.049905
vwretd    1.614882
SMB       0.012186
HML      -0.032911
dtype: float64, 86284: const     0.004475
vwretd    0.718171
SMB       0.001065
HML      -0.001540
dtype: float64, 86285: const     0.011751
vwretd    0.865573
SMB       0.007767
HML      -0.008342
dtype: float64, 86286: const     0.006121
vwretd    0.190875
SMB       0.003939
HML       0.003767
dtype: float64, 86287: const     0.004991
vwretd    0.455190
SMB       0.010200
HML       0.005893
dtype: float64, 86288: const     0.010394
vwretd    1.212888
SMB       0.005860
HML      -0.002918
dtype: float64, 86289: const    -0.058376
vwretd    2.663494
SMB       0.004285
HML       0.018371
dtype: float64, 86290: const     0.011494
vwretd    0.953935
SMB       0.008283
HML       0.006368
dtype: float64, 86291: const    -0.016541
vwretd    0.430809
SMB       0.022620
HML       0.004275
dtype: float64, 86293: const     0.014063
vwretd    0.097691
SMB      -0.000658
HML       0.002660
dtype: float64, 86294: const     0.030459
vwretd    4.502983
SMB      -0.025154
HML       0.006978
dtype: float64, 86295: const     0.019388
vwretd    0.247215
SMB       0.001474
HML       0.003254
dtype: float64, 86296: const     0.020577
vwretd    6.238178
SMB      -0.004695
HML       0.014575
dtype: float64, 86297: const    -0.032929
vwretd    1.867968
SMB       0.001620
HML      -0.007508
dtype: float64, 86298: const    -0.025316
vwretd    2.829947
SMB       0.007887
HML       0.006701
dtype: float64, 86299: const     0.006987
vwretd    0.829976
SMB       0.006463
HML       0.014993
dtype: float64, 86300: const    -0.017777
vwretd    0.475082
SMB       0.004908
HML       0.007702
dtype: float64, 86301: const     0.002157
vwretd    0.881518
SMB      -0.001159
HML       0.003874
dtype: float64, 86302: const    -0.002871
vwretd    0.836396
SMB       0.006892
HML       0.011826
dtype: float64, 86303: const     0.012340
vwretd    0.502496
SMB      -0.002290
HML      -0.001619
dtype: float64, 86304: const     0.014986
vwretd   -0.406376
SMB       0.003994
HML       0.010370
dtype: float64, 86305: const    -0.002627
vwretd    1.180005
SMB       0.004633
HML       0.001375
dtype: float64, 86306: const    -0.006941
vwretd    0.378933
SMB       0.002456
HML       0.002150
dtype: float64, 86307: const    -0.000006
vwretd    0.557497
SMB       0.019413
HML      -0.001388
dtype: float64, 86308: const     0.016091
vwretd    0.507665
SMB      -0.001017
HML       0.004827
dtype: float64, 86309: const    -0.103693
vwretd    1.010600
SMB       0.010094
HML       0.004679
dtype: float64, 86310: const     0.041656
vwretd   -2.195575
SMB       0.002344
HML       0.055116
dtype: float64, 86311: const    -0.002693
vwretd    3.987691
SMB       0.009280
HML       0.006080
dtype: float64, 86312: const     0.005662
vwretd    0.299501
SMB       0.000474
HML       0.003574
dtype: float64, 86313: const     0.004439
vwretd    0.527775
SMB       0.005494
HML       0.006586
dtype: float64, 86314: const    -0.001388
vwretd    1.429493
SMB      -0.003020
HML       0.011293
dtype: float64, 86315: const     0.012044
vwretd    0.323239
SMB       0.004528
HML       0.009572
dtype: float64, 86316: const    -0.003292
vwretd    1.113470
SMB       0.008315
HML       0.006570
dtype: float64, 86317: const     0.059865
vwretd    6.039319
SMB      -0.002760
HML      -0.029565
dtype: float64, 86318: const    -0.010277
vwretd    2.896545
SMB      -0.000910
HML      -0.005872
dtype: float64, 86319: const    -0.008891
vwretd    0.355258
SMB       0.014946
HML      -0.005737
dtype: float64, 86320: const     0.027903
vwretd    0.082291
SMB       0.000241
HML      -0.011287
dtype: float64, 86321: const    -0.020206
vwretd   -0.650933
SMB       0.002756
HML      -0.003441
dtype: float64, 86322: const     0.013517
vwretd    1.442503
SMB       0.012850
HML      -0.015671
dtype: float64, 86323: const     0.000693
vwretd    1.450346
SMB       0.007207
HML       0.007500
dtype: float64, 86324: const     0.006317
vwretd    1.899540
SMB       0.017173
HML      -0.019496
dtype: float64, 86325: const     0.156707
vwretd    2.010211
SMB       0.002933
HML      -0.049310
dtype: float64, 86326: const    -0.070516
vwretd    3.189367
SMB       0.001711
HML       0.003058
dtype: float64, 86327: const    -0.044326
vwretd    2.512583
SMB      -0.014075
HML      -0.028560
dtype: float64, 86328: const    -0.041542
vwretd    0.253410
SMB       0.460715
HML      -0.694705
dtype: float64, 86329: const    -0.034216
vwretd    1.037185
SMB       0.012228
HML       0.004805
dtype: float64, 86330: const    -0.022668
vwretd    3.530030
SMB       0.029938
HML       0.015454
dtype: float64, 86331: const    -0.044498
vwretd   -0.464048
SMB       0.001306
HML      -0.006772
dtype: float64, 86332: const     0.011737
vwretd   -0.023452
SMB       0.002953
HML       0.002460
dtype: float64, 86333: const     0.004896
vwretd    0.996456
SMB       0.003589
HML      -0.000504
dtype: float64, 86334: const    -0.191595
vwretd    2.591514
SMB       0.035287
HML      -0.064687
dtype: float64, 86335: const     0.011907
vwretd    1.431372
SMB      -0.005666
HML      -0.019046
dtype: float64, 86337: const     0.041921
vwretd    1.051408
SMB       0.012616
HML      -0.028628
dtype: float64, 86338: const     0.053509
vwretd    1.672896
SMB       0.003512
HML      -0.041755
dtype: float64, 86339: const     0.008722
vwretd    1.244375
SMB       0.001508
HML      -0.008267
dtype: float64, 86340: const    -0.010372
vwretd    0.241780
SMB      -0.001576
HML       0.007851
dtype: float64, 86341: const     0.008143
vwretd    0.453746
SMB       0.000151
HML      -0.002243
dtype: float64, 86342: const     0.034735
vwretd    2.356882
SMB       0.006388
HML      -0.036418
dtype: float64, 86343: const    -0.036172
vwretd    2.880113
SMB       0.072265
HML      -0.121208
dtype: float64, 86344: const    -0.007186
vwretd    1.847037
SMB       0.000891
HML      -0.000204
dtype: float64, 86345: const    -0.010050
vwretd    0.216901
SMB       0.005443
HML       0.009162
dtype: float64, 86347: const    -0.025987
vwretd   -0.306164
SMB       0.000163
HML      -0.003020
dtype: float64, 86348: const    -0.014723
vwretd   -0.475660
SMB       0.001637
HML      -0.001004
dtype: float64, 86349: const     0.000751
vwretd    1.373622
SMB       0.001073
HML       0.004979
dtype: float64, 86350: const     0.005511
vwretd   -0.073759
SMB       0.019262
HML       0.013667
dtype: float64, 86351: const     0.000222
vwretd    0.875271
SMB       0.005041
HML       0.008637
dtype: float64, 86352: const     0.036317
vwretd    0.516875
SMB       0.000466
HML       0.000686
dtype: float64, 86353: const     0.016056
vwretd   -0.110098
SMB       0.001699
HML      -0.008648
dtype: float64, 86354: const    -0.003560
vwretd    0.368046
SMB       0.011743
HML       0.013239
dtype: float64, 86355: const    -0.042836
vwretd    2.474077
SMB       0.023923
HML       0.030859
dtype: float64, 86356: const     0.004292
vwretd    1.466666
SMB       0.000450
HML      -0.003653
dtype: float64, 86357: const     0.021353
vwretd    0.133020
SMB       0.002334
HML       0.001678
dtype: float64, 86359: const     0.036395
vwretd    0.371901
SMB       0.006063
HML      -0.000723
dtype: float64, 86360: const     0.007078
vwretd    3.984709
SMB       0.008613
HML      -0.006196
dtype: float64, 86361: const    -0.019750
vwretd    0.194453
SMB      -0.015608
HML      -0.010809
dtype: float64, 86362: const     0.019568
vwretd    1.345346
SMB       0.009928
HML      -0.006652
dtype: float64, 86363: const    -0.044415
vwretd    5.170800
SMB       0.001560
HML       0.005455
dtype: float64, 86365: const     0.008242
vwretd    0.882733
SMB      -0.001958
HML       0.006189
dtype: float64, 86366: const     0.010160
vwretd    0.449719
SMB       0.001683
HML       0.004151
dtype: float64, 86367: const    -0.003373
vwretd    0.164583
SMB       0.002199
HML       0.001907
dtype: float64, 86368: const     0.002844
vwretd    1.336878
SMB      -0.004806
HML       0.011421
dtype: float64, 86369: const     0.001351
vwretd    0.454526
SMB       0.001068
HML       0.001471
dtype: float64, 86370: const     0.030389
vwretd    1.227097
SMB      -0.001871
HML      -0.007622
dtype: float64, 86371: const    -0.049335
vwretd    1.841149
SMB       0.008506
HML      -0.008129
dtype: float64, 86372: const     0.005580
vwretd    1.129269
SMB      -0.000192
HML      -0.004630
dtype: float64, 86374: const    -0.044868
vwretd   -0.474101
SMB      -0.001050
HML      -0.009684
dtype: float64, 86375: const    -0.040635
vwretd   -0.974529
SMB      -0.004325
HML      -0.014392
dtype: float64, 86376: const     0.004885
vwretd    0.473105
SMB      -0.002334
HML      -0.001911
dtype: float64, 86377: const     0.015242
vwretd    0.967547
SMB       0.004395
HML      -0.005244
dtype: float64, 86379: const     0.005655
vwretd    3.703795
SMB       0.024500
HML       0.019353
dtype: float64, 86380: const     0.022628
vwretd    2.324116
SMB      -0.000490
HML       0.012725
dtype: float64, 86381: const    -0.002936
vwretd    1.643018
SMB       0.002454
HML       0.004426
dtype: float64, 86382: const    -0.001397
vwretd    0.564002
SMB       0.003656
HML       0.009770
dtype: float64, 86383: const    -0.065333
vwretd    1.055268
SMB       0.013976
HML       0.013398
dtype: float64, 86384: const     0.002869
vwretd    0.589132
SMB       0.002807
HML       0.005230
dtype: float64, 86385: const     0.034973
vwretd   -0.086295
SMB      -0.004965
HML      -0.008274
dtype: float64, 86386: const    -0.061839
vwretd   -0.895841
SMB       0.062340
HML      -0.016623
dtype: float64, 86387: const     0.021459
vwretd   -0.206918
SMB       0.001765
HML      -0.005122
dtype: float64, 86388: const    -0.035256
vwretd    1.445294
SMB       0.014231
HML       0.015220
dtype: float64, 86389: const     0.019868
vwretd    0.260367
SMB       0.003200
HML       0.005572
dtype: float64, 86390: const    -0.092967
vwretd   -2.843050
SMB       0.012769
HML      -0.022413
dtype: float64, 86391: const     0.003223
vwretd   -0.305296
SMB      -0.006728
HML      -0.006437
dtype: float64, 86392: const     0.028036
vwretd   -0.084929
SMB       0.001762
HML       0.001502
dtype: float64, 86393: const     0.032319
vwretd    0.041714
SMB       0.002419
HML       0.003599
dtype: float64, 86394: const     0.069897
vwretd   -1.113702
SMB       0.051986
HML       0.051498
dtype: float64, 86395: const     0.010222
vwretd    0.955575
SMB       0.013532
HML      -0.010428
dtype: float64, 86396: const     0.007385
vwretd    0.763362
SMB       0.002012
HML       0.007135
dtype: float64, 86397: const     0.009997
vwretd    0.140357
SMB       0.000216
HML       0.000158
dtype: float64, 86398: const     0.003477
vwretd    0.198928
SMB       0.001410
HML       0.008010
dtype: float64, 86400: const    -0.034072
vwretd    0.328370
SMB       0.003652
HML       0.002533
dtype: float64, 86401: const     0.004226
vwretd    1.154654
SMB       0.002741
HML      -0.000817
dtype: float64, 86402: const     0.010493
vwretd    1.673374
SMB       0.003285
HML       0.005752
dtype: float64, 86403: const    -0.004822
vwretd    0.929834
SMB       0.003616
HML      -0.001409
dtype: float64, 86404: const     0.016616
vwretd    0.232227
SMB      -0.002642
HML       0.004925
dtype: float64, 86405: const    -0.000748
vwretd    1.360451
SMB       0.007074
HML       0.004446
dtype: float64, 86407: const    -0.112835
vwretd    2.341995
SMB      -0.045168
HML      -0.084395
dtype: float64, 86408: const     0.002797
vwretd    1.008713
SMB       0.004904
HML       0.002365
dtype: float64, 86411: const    -0.000982
vwretd    0.789116
SMB       0.000154
HML       0.008660
dtype: float64, 86412: const    -0.069968
vwretd    2.323635
SMB       0.060952
HML       0.023511
dtype: float64, 86413: const    -0.004849
vwretd    1.210092
SMB       0.002609
HML       0.007577
dtype: float64, 86414: const     0.038026
vwretd    2.313741
SMB      -0.011548
HML      -0.014915
dtype: float64, 86415: const    -0.022199
vwretd    0.997583
SMB      -0.025894
HML      -0.029723
dtype: float64, 86416: const     0.001855
vwretd    0.470611
SMB       0.001532
HML       0.001926
dtype: float64, 86417: const    -0.014950
vwretd    1.846416
SMB       0.093798
HML       0.009366
dtype: float64, 86418: const     0.005959
vwretd    2.208466
SMB       0.008307
HML       0.001669
dtype: float64, 86419: const    -0.003189
vwretd    0.877081
SMB       0.003506
HML       0.012118
dtype: float64, 86420: const     0.014165
vwretd    1.620100
SMB       0.023551
HML      -0.005124
dtype: float64, 86421: const    -0.013917
vwretd   -1.570630
SMB      -0.011662
HML      -0.036845
dtype: float64, 86422: const    -0.031345
vwretd   -0.315384
SMB      -0.026096
HML      -0.041381
dtype: float64, 86423: const    -0.020882
vwretd    0.907316
SMB       0.001668
HML      -0.002194
dtype: float64, 86424: const    -0.125537
vwretd    1.785836
SMB       0.012694
HML       0.040725
dtype: float64, 86425: const    -0.058116
vwretd    1.528772
SMB       0.011733
HML       0.003087
dtype: float64, 86426: const     0.040968
vwretd    1.933852
SMB       0.034133
HML      -0.014566
dtype: float64, 86427: const    -0.024227
vwretd    1.043270
SMB       0.005061
HML       0.007584
dtype: float64, 86428: const     0.010476
vwretd    6.273456
SMB       0.061644
HML       0.075402
dtype: float64, 86429: const     0.015684
vwretd   -0.258674
SMB      -0.013871
HML      -0.003278
dtype: float64, 86430: const    -0.076974
vwretd   -0.494246
SMB       0.006889
HML      -0.024205
dtype: float64, 86431: const    -0.008517
vwretd    1.025648
SMB       0.021034
HML       0.006306
dtype: float64, 86432: const     0.005885
vwretd    0.686994
SMB       0.003757
HML       0.007336
dtype: float64, 86433: const     0.007354
vwretd    0.975684
SMB       0.007625
HML       0.012670
dtype: float64, 86434: const    -0.019430
vwretd    0.693506
SMB       0.011016
HML       0.014670
dtype: float64, 86435: const     0.001531
vwretd    1.149597
SMB       0.006448
HML       0.004735
dtype: float64, 86436: const    -0.094742
vwretd    1.769365
SMB       0.008747
HML      -0.015865
dtype: float64, 86437: const    -0.000963
vwretd    0.685973
SMB       0.005044
HML       0.016024
dtype: float64, 86438: const     0.040361
vwretd    0.891557
SMB       0.002063
HML       0.022674
dtype: float64, 86440: const     0.009722
vwretd    0.758541
SMB       0.006155
HML       0.013565
dtype: float64, 86441: const     0.265356
vwretd   -0.002024
SMB       0.102248
HML      -0.017606
dtype: float64, 86442: const     0.002983
vwretd    0.345773
SMB       0.000773
HML       0.001347
dtype: float64, 86443: const     0.011877
vwretd    0.200743
SMB       0.002674
HML       0.006388
dtype: float64, 86444: const     0.007214
vwretd    2.155747
SMB       0.016233
HML      -0.009653
dtype: float64, 86445: const     0.018905
vwretd    0.452741
SMB      -0.005512
HML      -0.010022
dtype: float64, 86446: const    -0.085213
vwretd    0.927148
SMB      -0.008644
HML      -0.010321
dtype: float64, 86447: const     0.002877
vwretd    1.023351
SMB       0.004096
HML       0.008143
dtype: float64, 86448: const     0.014273
vwretd    0.853775
SMB       0.000860
HML       0.011606
dtype: float64, 86449: const     0.000449
vwretd    1.121798
SMB      -0.001705
HML       0.003261
dtype: float64, 86450: const     0.005210
vwretd    1.600591
SMB       0.002062
HML      -0.017059
dtype: float64, 86451: const     0.003606
vwretd    0.735452
SMB      -0.002271
HML      -0.000859
dtype: float64, 86452: const     0.003755
vwretd    0.544428
SMB      -0.004182
HML       0.001293
dtype: float64, 86453: const     0.001193
vwretd    1.067853
SMB      -0.001101
HML       0.001007
dtype: float64, 86454: const     0.001064
vwretd    1.028469
SMB       0.000902
HML       0.007144
dtype: float64, 86455: const    -0.002456
vwretd    1.160010
SMB      -0.002505
HML       0.007089
dtype: float64, 86456: const     0.000302
vwretd    1.089193
SMB      -0.001395
HML       0.002968
dtype: float64, 86457: const     0.000477
vwretd    1.249926
SMB      -0.000751
HML      -0.005680
dtype: float64, 86458: const     0.004626
vwretd    0.493284
SMB      -0.004398
HML       0.001105
dtype: float64, 86459: const     0.033093
vwretd    0.492245
SMB       0.006992
HML       0.005856
dtype: float64, 86460: const     0.021947
vwretd    0.726437
SMB       0.003157
HML       0.008856
dtype: float64, 86461: const     0.006553
vwretd   -0.074338
SMB      -0.000067
HML      -0.000337
dtype: float64, 86462: const    -0.022782
vwretd    0.530391
SMB       0.000839
HML      -0.002224
dtype: float64, 86463: const    -0.022172
vwretd    0.622295
SMB       0.002060
HML      -0.000483
dtype: float64, 86464: const    -0.020275
vwretd    0.550745
SMB       0.001024
HML      -0.003425
dtype: float64, 86465: const     0.004719
vwretd    0.180265
SMB       0.001181
HML       0.000267
dtype: float64, 86466: const    -0.001255
vwretd    0.116222
SMB       0.021992
HML      -0.017958
dtype: float64, 86467: const     0.004934
vwretd    0.120467
SMB      -0.000065
HML      -0.000166
dtype: float64, 86468: const     0.005089
vwretd    0.116795
SMB      -0.000008
HML      -0.000360
dtype: float64, 86469: const     0.003887
vwretd    0.072921
SMB       0.000426
HML      -0.000483
dtype: float64, 86470: const     0.007396
vwretd    0.526026
SMB       0.002274
HML       0.004981
dtype: float64, 86471: const     0.008058
vwretd    0.524084
SMB       0.002185
HML       0.003509
dtype: float64, 86472: const     0.008930
vwretd    0.433759
SMB       0.001782
HML       0.003999
dtype: float64, 86473: const     0.004085
vwretd    0.064616
SMB       0.002000
HML       0.000304
dtype: float64, 86474: const     0.012057
vwretd    0.819931
SMB       0.014743
HML      -0.004449
dtype: float64, 86475: const     0.004639
vwretd    0.111122
SMB       0.001425
HML       0.000742
dtype: float64, 86476: const     0.005263
vwretd    0.084482
SMB       0.000892
HML       0.000462
dtype: float64, 86477: const     0.003389
vwretd    0.062992
SMB       0.002251
HML       0.000643
dtype: float64, 86478: const     0.004893
vwretd    0.048702
SMB       0.001285
HML       0.000288
dtype: float64, 86479: const     0.003747
vwretd    0.131693
SMB       0.001668
HML       0.001372
dtype: float64, 86480: const     0.004580
vwretd    0.074338
SMB       0.001530
HML       0.000672
dtype: float64, 86481: const     0.004405
vwretd   -0.008738
SMB       0.001408
HML       0.000361
dtype: float64, 86482: const    -0.000462
vwretd    0.943510
SMB       0.005747
HML       0.027707
dtype: float64, 86483: const     0.003386
vwretd    0.010600
SMB       0.001936
HML       0.000513
dtype: float64, 86484: const     0.005083
vwretd   -0.051847
SMB       0.000528
HML      -0.000407
dtype: float64, 86485: const     0.005166
vwretd    0.067237
SMB       0.000591
HML       0.000287
dtype: float64, 86486: const     0.004814
vwretd    0.092295
SMB       0.000526
HML       0.000304
dtype: float64, 86489: const     0.014999
vwretd    1.671890
SMB       0.016937
HML       0.012286
dtype: float64, 86496: const    -0.012182
vwretd    2.541888
SMB       0.018136
HML       0.001517
dtype: float64, 86497: const     0.001605
vwretd    0.393217
SMB       0.004513
HML       0.003864
dtype: float64, 86498: const     0.048024
vwretd    1.500546
SMB       0.011185
HML      -0.051814
dtype: float64, 86501: const    -0.080256
vwretd    2.813136
SMB       0.008673
HML      -0.007255
dtype: float64, 86503: const     0.007676
vwretd    1.101405
SMB       0.013618
HML       0.015162
dtype: float64, 86511: const     0.009070
vwretd    0.852204
SMB       0.011167
HML      -0.004344
dtype: float64, 86512: const    -0.032821
vwretd    0.733720
SMB       0.009395
HML       0.012940
dtype: float64, 86514: const    -0.071384
vwretd    0.532093
SMB      -0.004053
HML      -0.029417
dtype: float64, 86515: const     0.018812
vwretd    0.142900
SMB       0.001849
HML       0.004306
dtype: float64, 86516: const     0.003073
vwretd    0.032322
SMB       0.002304
HML       0.004880
dtype: float64, 86519: const     -0.088217
vwretd    11.090448
SMB        0.094244
HML       -0.084465
dtype: float64, 86520: const    -0.024414
vwretd   -0.628757
SMB       0.010867
HML      -0.024913
dtype: float64, 86521: const    -0.032132
vwretd    1.451066
SMB       0.007750
HML      -0.009428
dtype: float64, 86522: const    -0.004361
vwretd    1.271198
SMB       0.006064
HML      -0.015296
dtype: float64, 86523: const     0.031435
vwretd    4.814387
SMB       0.085004
HML       0.096294
dtype: float64, 86525: const     0.022748
vwretd    1.659945
SMB       0.012328
HML      -0.012871
dtype: float64, 86526: const     0.000875
vwretd    0.469362
SMB       0.000996
HML       0.002389
dtype: float64, 86527: const    -0.005272
vwretd    0.921031
SMB       0.016230
HML      -0.012271
dtype: float64, 86528: const     0.025245
vwretd   -0.168228
SMB       0.001666
HML       0.000863
dtype: float64, 86529: const     0.001515
vwretd    0.061309
SMB       0.003969
HML       0.005421
dtype: float64, 86530: const    -0.008057
vwretd    0.365882
SMB       0.022527
HML      -0.001509
dtype: float64, 86531: const     0.003602
vwretd    0.943165
SMB       0.003933
HML       0.013798
dtype: float64, 86532: const    -0.052427
vwretd    4.078014
SMB       0.017887
HML       0.008276
dtype: float64, 86533: const     0.010800
vwretd    0.139631
SMB       0.002023
HML       0.002850
dtype: float64, 86534: const     0.009044
vwretd    0.598844
SMB       0.006832
HML       0.003861
dtype: float64, 86535: const    -0.001223
vwretd    2.207099
SMB       0.011195
HML       0.010053
dtype: float64, 86536: const    -0.059318
vwretd    1.400407
SMB       0.022775
HML      -0.006199
dtype: float64, 86537: const     0.007251
vwretd    0.546924
SMB       0.000443
HML       0.003918
dtype: float64, 86538: const     0.064207
vwretd   -1.197208
SMB      -0.027841
HML      -0.043951
dtype: float64, 86539: const    -0.167398
vwretd    1.909019
SMB       0.012063
HML       0.009657
dtype: float64, 86540: const     0.111178
vwretd    1.799426
SMB       0.004546
HML      -0.025971
dtype: float64, 86541: const     0.009739
vwretd   -0.128334
SMB       0.000998
HML       0.000373
dtype: float64, 86542: const     0.037659
vwretd    2.183037
SMB       0.003783
HML      -0.007106
dtype: float64, 86543: const     0.008012
vwretd    0.277310
SMB       0.003603
HML       0.006875
dtype: float64, 86544: const     0.005154
vwretd    1.526662
SMB       0.011594
HML      -0.009065
dtype: float64, 86546: const     0.028636
vwretd    0.703249
SMB       0.017741
HML      -0.023941
dtype: float64, 86547: const     0.000873
vwretd    1.714438
SMB       0.006396
HML       0.014772
dtype: float64, 86548: const     0.007656
vwretd    0.806655
SMB       0.005942
HML       0.003892
dtype: float64, 86549: const     0.003256
vwretd    0.185778
SMB       0.001416
HML       0.000996
dtype: float64, 86550: const     0.003702
vwretd    0.082814
SMB       0.001503
HML       0.001335
dtype: float64, 86551: const     0.004609
vwretd   -0.023817
SMB       0.001522
HML      -0.000628
dtype: float64, 86552: const     0.004054
vwretd    0.092172
SMB      -0.000113
HML      -0.000531
dtype: float64, 86553: const     0.004323
vwretd    0.021763
SMB       0.001586
HML       0.001241
dtype: float64, 86554: const    -0.008562
vwretd    2.092117
SMB      -0.007561
HML       0.024404
dtype: float64, 86555: const     0.005181
vwretd    0.046014
SMB      -0.000607
HML      -0.000755
dtype: float64, 86556: const     0.004112
vwretd    0.179932
SMB       0.000920
HML      -0.000470
dtype: float64, 86557: const     0.004255
vwretd    0.158745
SMB      -0.000229
HML       0.000410
dtype: float64, 86558: const     0.005389
vwretd    0.050031
SMB       0.002030
HML       0.000399
dtype: float64, 86560: const    -0.013084
vwretd    1.775965
SMB       0.006558
HML       0.009318
dtype: float64, 86562: const     0.010425
vwretd    1.634689
SMB       0.016439
HML      -0.016388
dtype: float64, 86563: const    -0.002405
vwretd    1.402446
SMB       0.006605
HML       0.012848
dtype: float64, 86564: const     0.136166
vwretd    1.687948
SMB       0.015581
HML       0.043318
dtype: float64, 86565: const     0.066216
vwretd    1.610445
SMB      -0.007741
HML      -0.024679
dtype: float64, 86566: const     0.005861
vwretd    0.203322
SMB       0.003567
HML       0.003801
dtype: float64, 86567: const     0.016970
vwretd    0.038456
SMB       0.001663
HML       0.002614
dtype: float64, 86568: const     0.018734
vwretd    0.157169
SMB       0.000211
HML       0.004662
dtype: float64, 86569: const    -0.018740
vwretd    0.991217
SMB       0.008384
HML      -0.019637
dtype: float64, 86570: const    -0.003355
vwretd   -0.080661
SMB       0.008634
HML       0.003867
dtype: float64, 86572: const     0.012980
vwretd    1.367180
SMB       0.014777
HML      -0.011942
dtype: float64, 86573: const     0.006335
vwretd    0.126106
SMB       0.002001
HML       0.000944
dtype: float64, 86574: const    -0.017366
vwretd    1.016849
SMB       0.007504
HML       0.017407
dtype: float64, 86575: const     0.009764
vwretd    0.552504
SMB       0.000164
HML       0.004281
dtype: float64, 86576: const    -0.011366
vwretd    0.489595
SMB       0.003453
HML       0.007776
dtype: float64, 86577: const     0.011404
vwretd    0.734256
SMB       0.003572
HML      -0.002674
dtype: float64, 86578: const     0.007137
vwretd    1.399930
SMB       0.006295
HML       0.009612
dtype: float64, 86579: const     0.009647
vwretd    0.953379
SMB       0.010393
HML      -0.004035
dtype: float64, 86580: const     0.024512
vwretd    1.949452
SMB       0.005403
HML      -0.008984
dtype: float64, 86581: const     0.005553
vwretd    1.651116
SMB       0.005388
HML       0.000320
dtype: float64, 86582: const     0.005202
vwretd    0.731904
SMB       0.007268
HML       0.009303
dtype: float64, 86583: const     0.004779
vwretd    0.557065
SMB       0.004314
HML       0.008587
dtype: float64, 86584: const     0.034250
vwretd    2.813880
SMB       0.006402
HML       0.020434
dtype: float64, 86585: const     0.039808
vwretd    0.494513
SMB      -0.005485
HML      -0.028340
dtype: float64, 86586: const    -0.013472
vwretd    3.850647
SMB       0.003671
HML       0.001647
dtype: float64, 86587: const     0.025200
vwretd    0.067090
SMB       0.001843
HML       0.006240
dtype: float64, 86589: const    -0.060576
vwretd    3.584527
SMB       0.074044
HML       0.092811
dtype: float64, 86590: const    -0.002536
vwretd    0.378927
SMB       0.009245
HML       0.006500
dtype: float64, 86591: const    -0.031184
vwretd    1.303447
SMB       0.005762
HML       0.010177
dtype: float64, 86592: const    -0.043523
vwretd    5.474647
SMB      -0.016637
HML       0.006192
dtype: float64, 86593: const     0.000473
vwretd    1.178371
SMB       0.006141
HML       0.005067
dtype: float64, 86594: const     0.000896
vwretd    1.299982
SMB       0.012897
HML       0.004291
dtype: float64, 86595: const     0.008111
vwretd    0.548815
SMB       0.004742
HML       0.004301
dtype: float64, 86596: const    -0.221765
vwretd   -4.006698
SMB      -0.016683
HML      -0.076042
dtype: float64, 86597: const     0.030475
vwretd    1.170753
SMB       0.008266
HML      -0.008484
dtype: float64, 86598: const    -0.115881
vwretd   -2.358679
SMB      -0.009024
HML      -0.041454
dtype: float64, 86599: const     0.003723
vwretd   -0.205027
SMB       0.001566
HML       0.004309
dtype: float64, 86600: const     0.078053
vwretd    0.800599
SMB       0.007236
HML       0.029063
dtype: float64, 86601: const     0.133821
vwretd    1.855909
SMB       0.017499
HML       0.056003
dtype: float64, 86602: const     0.005014
vwretd    0.882911
SMB       0.007047
HML       0.002166
dtype: float64, 86610: const    -0.028574
vwretd    1.497597
SMB       0.008257
HML       0.017222
dtype: float64, 86626: const    -0.007416
vwretd    0.975167
SMB       0.023998
HML       0.014346
dtype: float64, 86634: const    -0.019674
vwretd    0.770295
SMB       0.021956
HML       0.018603
dtype: float64, 86642: const    -0.019807
vwretd    1.259470
SMB       0.004220
HML       0.005502
dtype: float64, 86669: const    -0.062307
vwretd   -1.168257
SMB      -0.020663
HML      -0.037587
dtype: float64, 86677: const    -0.005407
vwretd    1.211341
SMB       0.017669
HML       0.013623
dtype: float64, 86685: const    -0.008264
vwretd    1.120112
SMB       0.003111
HML       0.017314
dtype: float64, 86693: const     0.015427
vwretd    1.170645
SMB       0.014096
HML       0.010463
dtype: float64, 86706: const     0.003921
vwretd    1.175821
SMB       0.019336
HML       0.021625
dtype: float64, 86709: const     0.003695
vwretd    0.846822
SMB       0.006711
HML       0.005110
dtype: float64, 86710: const     0.044938
vwretd   -0.163789
SMB       0.002260
HML       0.006483
dtype: float64, 86711: const    -0.083698
vwretd    0.906707
SMB       0.009009
HML      -0.019691
dtype: float64, 86712: const    -0.104788
vwretd   -1.026676
SMB      -0.007262
HML      -0.026997
dtype: float64, 86713: const     0.011334
vwretd    1.140453
SMB       0.012867
HML      -0.000008
dtype: float64, 86714: const    -0.004530
vwretd    1.779281
SMB       0.012330
HML       0.020571
dtype: float64, 86715: const    -0.010766
vwretd    0.790636
SMB       0.007255
HML       0.008640
dtype: float64, 86716: const    -0.032099
vwretd    3.524539
SMB       0.010346
HML       0.036739
dtype: float64, 86717: const     0.003691
vwretd    1.416263
SMB       0.008106
HML      -0.002619
dtype: float64, 86718: const    -0.004483
vwretd    1.963469
SMB       0.020454
HML       0.010576
dtype: float64, 86719: const     0.007865
vwretd    0.841938
SMB       0.008525
HML       0.012959
dtype: float64, 86720: const     0.005129
vwretd    0.958487
SMB       0.005543
HML       0.003870
dtype: float64, 86721: const     0.007097
vwretd    0.873260
SMB       0.006189
HML      -0.010260
dtype: float64, 86723: const    -0.169368
vwretd    5.508408
SMB       0.026290
HML       0.049265
dtype: float64, 86724: const     0.017243
vwretd    1.443434
SMB       0.020893
HML      -0.027994
dtype: float64, 86725: const     0.011528
vwretd    0.673901
SMB       0.014692
HML      -0.006524
dtype: float64, 86727: const     0.018239
vwretd    1.890009
SMB       0.001106
HML      -0.007884
dtype: float64, 86728: const     0.009604
vwretd    1.171427
SMB       0.008296
HML      -0.002479
dtype: float64, 86729: const     0.013842
vwretd    0.760682
SMB       0.017893
HML      -0.020252
dtype: float64, 86730: const    -0.095984
vwretd    1.115851
SMB       0.008949
HML      -0.006277
dtype: float64, 86731: const     0.029968
vwretd    1.954097
SMB       0.001369
HML      -0.022656
dtype: float64, 86732: const    -0.020954
vwretd   -0.647786
SMB      -0.022120
HML      -0.031523
dtype: float64, 86733: const     0.079602
vwretd   -0.644274
SMB      -0.005920
HML      -0.039300
dtype: float64, 86734: const     0.022990
vwretd    1.423557
SMB       0.003910
HML       0.012341
dtype: float64, 86735: const     0.049960
vwretd    2.830159
SMB       0.001332
HML      -0.019131
dtype: float64, 86736: const    -0.065576
vwretd    1.174835
SMB       0.006282
HML      -0.024715
dtype: float64, 86737: const     0.041533
vwretd    1.182103
SMB       0.010288
HML       0.016342
dtype: float64, 86738: const    -0.017413
vwretd    2.901550
SMB       0.014199
HML      -0.026888
dtype: float64, 86739: const     0.004464
vwretd    2.047230
SMB       0.011065
HML      -0.013635
dtype: float64, 86740: const     0.025615
vwretd    1.010971
SMB       0.029014
HML       0.018569
dtype: float64, 86741: const     0.089295
vwretd    3.418093
SMB      -0.009353
HML      -0.018514
dtype: float64, 86742: const     0.020105
vwretd    2.794678
SMB       0.014131
HML      -0.012771
dtype: float64, 86743: const     0.010624
vwretd    0.602537
SMB       0.001969
HML      -0.003539
dtype: float64, 86744: const    -0.002098
vwretd    0.343768
SMB      -0.000600
HML      -0.003033
dtype: float64, 86745: const     0.004692
vwretd    1.667923
SMB       0.016797
HML      -0.009456
dtype: float64, 86746: const     0.005137
vwretd    1.711442
SMB       0.000753
HML      -0.002837
dtype: float64, 86747: const    -0.017673
vwretd    3.036842
SMB       0.007790
HML       0.010826
dtype: float64, 86748: const    -0.032770
vwretd   -0.145184
SMB       0.002789
HML       0.007954
dtype: float64, 86749: const    -0.163209
vwretd    4.106357
SMB       0.123654
HML       0.095143
dtype: float64, 86750: const    -0.005044
vwretd    0.799746
SMB       0.003149
HML       0.001491
dtype: float64, 86751: const     0.003788
vwretd    0.188817
SMB       0.001143
HML       0.005243
dtype: float64, 86753: const      1.611725
vwretd    36.027900
SMB        0.213639
HML        0.738061
dtype: float64, 86754: const     0.004222
vwretd    0.138017
SMB      -0.000794
HML      -0.000362
dtype: float64, 86755: const     0.001039
vwretd    1.268136
SMB       0.001064
HML      -0.006670
dtype: float64, 86756: const     0.011278
vwretd    0.929097
SMB      -0.002149
HML       0.008966
dtype: float64, 86757: const    -0.000195
vwretd    1.426102
SMB       0.003047
HML       0.000441
dtype: float64, 86758: const     0.001002
vwretd    0.544909
SMB       0.002524
HML       0.003987
dtype: float64, 86759: const    -0.003914
vwretd    1.393059
SMB      -0.000418
HML       0.007217
dtype: float64, 86760: const     0.004232
vwretd    0.788863
SMB       0.014160
HML       0.009074
dtype: float64, 86761: const     0.009367
vwretd    0.408396
SMB       0.003971
HML       0.008283
dtype: float64, 86762: const    -0.054989
vwretd    3.148617
SMB       0.037599
HML       0.054481
dtype: float64, 86763: const    -0.004279
vwretd    1.369455
SMB       0.006499
HML       0.000163
dtype: float64, 86764: const     0.009279
vwretd    1.095660
SMB      -0.003288
HML      -0.011771
dtype: float64, 86765: const    -0.029688
vwretd    1.228958
SMB       0.003771
HML      -0.002535
dtype: float64, 86766: const    -0.048127
vwretd    0.628256
SMB      -0.007733
HML      -0.018558
dtype: float64, 86767: const     0.014159
vwretd    4.431828
SMB       0.037118
HML      -0.002532
dtype: float64, 86768: const    -0.005921
vwretd    2.713866
SMB       0.005721
HML      -0.015100
dtype: float64, 86769: const    -0.029648
vwretd    0.127732
SMB       0.015433
HML       0.009586
dtype: float64, 86770: const     0.031454
vwretd    0.746276
SMB      -0.004308
HML       0.001263
dtype: float64, 86771: const     0.000805
vwretd    0.370098
SMB       0.002272
HML      -0.005722
dtype: float64, 86772: const    -0.123423
vwretd    6.309298
SMB       0.020568
HML       0.045530
dtype: float64, 86773: const     0.004144
vwretd    1.573766
SMB       0.021347
HML       0.016712
dtype: float64, 86774: const     0.003241
vwretd    1.272646
SMB       0.004018
HML       0.005024
dtype: float64, 86775: const    -0.061987
vwretd   -3.870402
SMB      -0.024571
HML      -0.059814
dtype: float64, 86776: const     0.008020
vwretd    1.167130
SMB       0.009041
HML      -0.008485
dtype: float64, 86777: const     0.020890
vwretd    2.860190
SMB       0.003497
HML      -0.014530
dtype: float64, 86778: const     0.001886
vwretd    1.569811
SMB       0.010993
HML      -0.001366
dtype: float64, 86779: const     0.097739
vwretd    1.212459
SMB       0.013775
HML      -0.029013
dtype: float64, 86780: const    -0.006465
vwretd    1.625986
SMB       0.009758
HML      -0.002859
dtype: float64, 86781: const    -0.153344
vwretd    2.632578
SMB       0.052534
HML       0.030872
dtype: float64, 86782: const    -0.055540
vwretd    1.215560
SMB       0.006895
HML      -0.004223
dtype: float64, 86783: const     0.012770
vwretd    1.764553
SMB       0.000584
HML      -0.008019
dtype: float64, 86784: const    -0.066041
vwretd    3.259240
SMB       0.010177
HML      -0.002220
dtype: float64, 86785: const    -0.005261
vwretd    0.942601
SMB       0.011110
HML       0.003820
dtype: float64, 86786: const     0.020924
vwretd    0.110423
SMB       0.002380
HML      -0.001049
dtype: float64, 86787: const    -0.023820
vwretd    2.192054
SMB       0.020229
HML      -0.000107
dtype: float64, 86788: const     0.020617
vwretd    0.461520
SMB       0.000599
HML       0.006183
dtype: float64, 86789: const     0.009218
vwretd    1.174425
SMB       0.007008
HML      -0.004143
dtype: float64, 86790: const    -0.040996
vwretd   -1.082839
SMB      -0.001331
HML      -0.011690
dtype: float64, 86791: const     0.019722
vwretd    1.626459
SMB       0.007820
HML      -0.007918
dtype: float64, 86792: const    -0.022968
vwretd    4.043011
SMB       0.022331
HML       0.021669
dtype: float64, 86793: const    -0.002951
vwretd    0.759555
SMB       0.004591
HML       0.008652
dtype: float64, 86794: const     0.054075
vwretd   -0.285935
SMB       0.002676
HML      -0.006890
dtype: float64, 86795: const    -0.096391
vwretd    7.891104
SMB       0.021552
HML       0.049263
dtype: float64, 86797: const    -0.087650
vwretd    2.230413
SMB       0.022944
HML       0.009617
dtype: float64, 86799: const     0.006054
vwretd    1.134293
SMB       0.005670
HML       0.006709
dtype: float64, 86800: const    -0.046792
vwretd    0.446367
SMB      -0.052325
HML       0.003993
dtype: float64, 86801: const    -0.114255
vwretd    1.870240
SMB       0.007794
HML       0.020353
dtype: float64, 86802: const    -0.003457
vwretd    0.322357
SMB       0.003729
HML       0.008312
dtype: float64, 86804: const     0.003715
vwretd    1.261001
SMB       0.005060
HML       0.010842
dtype: float64, 86806: const     0.011119
vwretd    1.414649
SMB       0.028355
HML      -0.019764
dtype: float64, 86807: const    -0.005316
vwretd    3.672376
SMB       0.006995
HML       0.032932
dtype: float64, 86808: const     0.025062
vwretd    0.747981
SMB       0.003403
HML       0.000329
dtype: float64, 86809: const     0.009412
vwretd    0.971142
SMB       0.001303
HML       0.009127
dtype: float64, 86810: const     0.009667
vwretd    1.274014
SMB       0.004047
HML       0.007211
dtype: float64, 86811: const    -0.110518
vwretd    2.945435
SMB       0.015291
HML       0.022273
dtype: float64, 86812: const     0.007351
vwretd    0.150640
SMB       0.011053
HML      -0.009320
dtype: float64, 86813: const     0.014632
vwretd    0.770186
SMB       0.013791
HML       0.006789
dtype: float64, 86814: const     0.002963
vwretd    0.403452
SMB       0.004440
HML       0.005769
dtype: float64, 86815: const     0.083201
vwretd    1.876447
SMB       0.013014
HML      -0.004105
dtype: float64, 86816: const    -0.065698
vwretd    2.130702
SMB       0.007695
HML      -0.006612
dtype: float64, 86817: const    -0.073020
vwretd    2.818023
SMB       0.007369
HML       0.000805
dtype: float64, 86818: const     0.012391
vwretd    0.972684
SMB       0.000712
HML       0.007850
dtype: float64, 86819: const     0.009061
vwretd    1.778209
SMB       0.002963
HML       0.005172
dtype: float64, 86820: const     0.005700
vwretd    0.306870
SMB       0.003225
HML       0.005175
dtype: float64, 86821: const    -0.021178
vwretd    0.636202
SMB       0.015731
HML      -0.004282
dtype: float64, 86822: const     0.002131
vwretd    1.994816
SMB       0.015007
HML      -0.004291
dtype: float64, 86823: const     0.005364
vwretd    0.289530
SMB      -0.000165
HML       0.001125
dtype: float64, 86824: const     0.018862
vwretd    0.634906
SMB      -0.000303
HML       0.006859
dtype: float64, 86826: const     0.007356
vwretd    0.100332
SMB       0.003782
HML       0.004149
dtype: float64, 86827: const     0.000802
vwretd    1.064087
SMB       0.008720
HML       0.003084
dtype: float64, 86828: const     0.068682
vwretd    1.646210
SMB      -0.023098
HML      -0.033706
dtype: float64, 86829: const    -0.016190
vwretd    2.012873
SMB       0.004276
HML      -0.001240
dtype: float64, 86830: const     0.014823
vwretd    1.741467
SMB       0.014511
HML      -0.019892
dtype: float64, 86831: const     0.043913
vwretd    0.666636
SMB      -0.007843
HML      -0.015632
dtype: float64, 86832: const    -0.002321
vwretd   -2.578888
SMB      -0.001513
HML      -0.033682
dtype: float64, 86833: const     0.174221
vwretd   -0.155927
SMB      -0.009711
HML      -0.067150
dtype: float64, 86834: const    -0.064820
vwretd   -3.163461
SMB      -0.009998
HML      -0.051941
dtype: float64, 86835: const    -0.019828
vwretd    0.575880
SMB       0.011746
HML      -0.004104
dtype: float64, 86836: const    -0.008122
vwretd    2.437163
SMB       0.014828
HML       0.002462
dtype: float64, 86837: const     0.020844
vwretd    0.455294
SMB       0.038143
HML      -0.010049
dtype: float64, 86838: const     0.056876
vwretd    1.146542
SMB      -0.002933
HML      -0.034117
dtype: float64, 86839: const     0.000088
vwretd    0.883980
SMB       0.012626
HML      -0.007464
dtype: float64, 86840: const     0.015044
vwretd    2.374234
SMB       0.000768
HML      -0.017279
dtype: float64, 86841: const     0.128166
vwretd    1.219625
SMB      -0.027081
HML      -0.048470
dtype: float64, 86842: const    -0.049465
vwretd    2.286759
SMB       0.003524
HML      -0.015334
dtype: float64, 86843: const     0.096173
vwretd    0.253127
SMB      -0.006102
HML      -0.012009
dtype: float64, 86844: const     0.034367
vwretd    3.305913
SMB      -0.000292
HML      -0.018137
dtype: float64, 86845: const     0.008048
vwretd    0.731975
SMB       0.003410
HML       0.008848
dtype: float64, 86846: const    -0.144400
vwretd    6.952071
SMB       0.060550
HML       0.061725
dtype: float64, 86847: const    -0.044666
vwretd    2.724730
SMB       0.037804
HML       0.035516
dtype: float64, 86848: const    -0.125335
vwretd    4.239555
SMB       0.027797
HML       0.019984
dtype: float64, 86849: const    -0.228235
vwretd   -1.476552
SMB      -0.000752
HML      -0.008619
dtype: float64, 86850: const    -0.015321
vwretd    2.205313
SMB       0.018987
HML      -0.001778
dtype: float64, 86853: const     0.027497
vwretd   -2.069793
SMB      -0.178579
HML      -0.174857
dtype: float64, 86858: const    -0.040295
vwretd    1.408222
SMB       0.018909
HML       0.020482
dtype: float64, 86859: const     0.053825
vwretd   -1.637936
SMB      -0.015559
HML      -0.033496
dtype: float64, 86860: const     0.009366
vwretd    4.785765
SMB      -0.007635
HML      -0.019112
dtype: float64, 86861: const    -0.004668
vwretd    1.365694
SMB       0.004910
HML       0.016469
dtype: float64, 86862: const    -0.160638
vwretd    1.725200
SMB       0.006033
HML      -0.004967
dtype: float64, 86863: const     0.058059
vwretd    1.309085
SMB      -0.010782
HML       0.002252
dtype: float64, 86864: const     0.000517
vwretd    0.780318
SMB      -0.005416
HML      -0.003101
dtype: float64, 86865: const     0.013072
vwretd    0.061090
SMB       0.001684
HML       0.007689
dtype: float64, 86866: const    -0.021477
vwretd    1.712188
SMB       0.015204
HML       0.016079
dtype: float64, 86867: const    -0.037504
vwretd    1.897072
SMB      -0.000820
HML       0.006568
dtype: float64, 86868: const     0.000944
vwretd    1.470162
SMB       0.001636
HML       0.001732
dtype: float64, 86869: const    -0.005023
vwretd    0.992191
SMB      -0.000419
HML      -0.000240
dtype: float64, 86870: const     0.004754
vwretd    0.095949
SMB       0.000308
HML      -0.000349
dtype: float64, 86871: const     0.004018
vwretd    0.150847
SMB       0.000167
HML      -0.000821
dtype: float64, 86872: const     0.004491
vwretd    0.156459
SMB      -0.000094
HML      -0.000745
dtype: float64, 86873: const     0.005443
vwretd    0.223346
SMB       0.001036
HML       0.003446
dtype: float64, 86876: const     0.005220
vwretd    1.549612
SMB       0.010369
HML       0.008339
dtype: float64, 86878: const    -0.000804
vwretd    0.985539
SMB       0.006135
HML       0.002968
dtype: float64, 86879: const    -0.044879
vwretd   -1.238188
SMB       0.013721
HML       0.015208
dtype: float64, 86880: const    -0.062074
vwretd    1.778465
SMB       0.007268
HML       0.026866
dtype: float64, 86881: const     0.000794
vwretd    1.946361
SMB       0.009885
HML      -0.013546
dtype: float64, 86882: const     0.030736
vwretd    3.436414
SMB       0.012717
HML      -0.015845
dtype: float64, 86883: const    -0.141833
vwretd    8.130016
SMB       0.101216
HML       0.180270
dtype: float64, 86885: const    -0.057709
vwretd    2.070092
SMB       0.018619
HML      -0.002759
dtype: float64, 86886: const     0.003652
vwretd    6.200946
SMB       0.038377
HML       0.091753
dtype: float64, 86887: const     0.006498
vwretd    0.429394
SMB       0.008314
HML       0.001455
dtype: float64, 86889: const     0.002006
vwretd    1.693010
SMB       0.010775
HML       0.002864
dtype: float64, 86890: const     0.003552
vwretd    1.846136
SMB       0.016468
HML       0.004727
dtype: float64, 86891: const    -0.098541
vwretd   -2.066861
SMB      -0.013546
HML      -0.047826
dtype: float64, 86892: const    -0.000395
vwretd    1.311165
SMB       0.003365
HML       0.017479
dtype: float64, 86894: const    -0.303684
vwretd    3.926279
SMB       0.024911
HML       0.056157
dtype: float64, 86895: const    -0.006246
vwretd    1.041639
SMB       0.006055
HML       0.001696
dtype: float64, 86896: const     0.004971
vwretd    0.548943
SMB       0.005446
HML       0.006887
dtype: float64, 86897: const     0.016132
vwretd    2.357186
SMB      -0.003261
HML      -0.006101
dtype: float64, 86898: const     0.291498
vwretd   -1.384084
SMB      -0.030345
HML      -0.100904
dtype: float64, 86899: const     0.006354
vwretd    0.503280
SMB       0.003847
HML       0.008757
dtype: float64, 86900: const     0.385102
vwretd   -0.015476
SMB      -0.055265
HML      -0.103650
dtype: float64, 86901: const    -0.099774
vwretd    1.340432
SMB       0.005314
HML       0.005973
dtype: float64, 86902: const    -0.006771
vwretd    1.695159
SMB      -0.004602
HML      -0.018586
dtype: float64, 86903: const    -0.107210
vwretd    4.278929
SMB       0.029815
HML       0.065606
dtype: float64, 86904: const     0.070677
vwretd   -2.287338
SMB       0.008501
HML      -0.053519
dtype: float64, 86905: const    -0.066629
vwretd   -0.772368
SMB      -0.030125
HML      -0.047031
dtype: float64, 86906: const     0.038560
vwretd    2.896476
SMB       0.020913
HML       0.013326
dtype: float64, 86907: const    -0.145161
vwretd   -0.061498
SMB       0.008140
HML       0.011136
dtype: float64, 86908: const     0.020861
vwretd    1.087395
SMB      -0.008870
HML      -0.004459
dtype: float64, 86909: const    -0.000123
vwretd    1.853122
SMB       0.007931
HML       0.004893
dtype: float64, 86910: const    -0.018211
vwretd    0.457188
SMB       0.013180
HML      -0.001250
dtype: float64, 86911: const     0.075325
vwretd    2.443762
SMB       0.033577
HML       0.043044
dtype: float64, 86912: const    -0.090287
vwretd    8.885217
SMB       0.098211
HML       0.213893
dtype: float64, 86913: const    -0.004055
vwretd    3.925794
SMB       0.008408
HML      -0.013289
dtype: float64, 86914: const     0.031376
vwretd    3.323158
SMB       0.008985
HML      -0.034440
dtype: float64, 86915: const    -0.021019
vwretd    0.270167
SMB       0.012548
HML       0.010971
dtype: float64, 86916: const     0.052080
vwretd    1.201656
SMB       0.021107
HML       0.003377
dtype: float64, 86917: const     0.006449
vwretd    1.571286
SMB       0.012099
HML      -0.005522
dtype: float64, 86918: const    -0.109384
vwretd    1.628406
SMB      -0.030490
HML      -0.127917
dtype: float64, 86919: const    -0.025355
vwretd    1.449880
SMB       0.004984
HML       0.004202
dtype: float64, 86920: const    -0.071930
vwretd    1.139160
SMB       0.018474
HML      -0.017877
dtype: float64, 86921: const     0.007796
vwretd    0.468845
SMB      -0.000854
HML       0.002243
dtype: float64, 86922: const    -0.012789
vwretd    2.749464
SMB       0.001304
HML      -0.001100
dtype: float64, 86923: const     0.013222
vwretd    0.091533
SMB       0.003646
HML       0.006099
dtype: float64, 86924: const    -0.002480
vwretd    1.176083
SMB       0.003597
HML      -0.001317
dtype: float64, 86925: const     0.034276
vwretd    0.904019
SMB       0.015230
HML      -0.015288
dtype: float64, 86926: const     0.017034
vwretd    2.266559
SMB       0.005137
HML      -0.012377
dtype: float64, 86927: const     0.068128
vwretd    0.440429
SMB      -0.004614
HML      -0.016119
dtype: float64, 86928: const    -0.116230
vwretd    0.979801
SMB      -0.006427
HML      -0.018687
dtype: float64, 86929: const     0.004155
vwretd    1.696645
SMB       0.010133
HML      -0.008600
dtype: float64, 86930: const     0.066118
vwretd    2.654367
SMB      -0.023096
HML      -0.023158
dtype: float64, 86931: const    -0.073901
vwretd    0.704073
SMB      -0.002639
HML      -0.017579
dtype: float64, 86932: const     0.046909
vwretd    1.211587
SMB      -0.011694
HML      -0.018986
dtype: float64, 86933: const    -0.028989
vwretd    1.386646
SMB       0.016035
HML      -0.000878
dtype: float64, 86934: const     0.039824
vwretd    1.209494
SMB       0.007441
HML      -0.033586
dtype: float64, 86935: const     0.004891
vwretd    0.639427
SMB       0.009841
HML       0.006944
dtype: float64, 86936: const    -0.016619
vwretd    0.383229
SMB      -0.009659
HML      -0.048485
dtype: float64, 86937: const    -0.023884
vwretd    0.522676
SMB       0.004600
HML       0.017516
dtype: float64, 86938: const     0.003921
vwretd    1.033489
SMB       0.003870
HML       0.011496
dtype: float64, 86940: const     0.013259
vwretd    1.620807
SMB       0.005949
HML      -0.040567
dtype: float64, 86941: const     0.007635
vwretd    0.605147
SMB       0.013900
HML      -0.003998
dtype: float64, 86942: const     0.006133
vwretd    0.541709
SMB      -0.000133
HML       0.001025
dtype: float64, 86943: const     0.046355
vwretd   -0.539035
SMB       0.006910
HML      -0.004420
dtype: float64, 86944: const     0.006833
vwretd   -0.005164
SMB      -0.000983
HML       0.000656
dtype: float64, 86945: const     0.025974
vwretd    0.968737
SMB       0.005807
HML      -0.017402
dtype: float64, 86946: const     0.021179
vwretd    0.480291
SMB      -0.002962
HML       0.004299
dtype: float64, 86947: const     0.041486
vwretd    3.977202
SMB       0.042342
HML       0.068666
dtype: float64, 86948: const     0.042395
vwretd    0.095195
SMB      -0.000792
HML      -0.000088
dtype: float64, 86949: const     0.014041
vwretd    1.396057
SMB       0.009327
HML       0.004555
dtype: float64, 86950: const     0.032403
vwretd    2.683406
SMB       0.004152
HML      -0.001209
dtype: float64, 86951: const     0.012043
vwretd   -0.461052
SMB       0.000256
HML      -0.007523
dtype: float64, 86952: const     0.017811
vwretd    1.147441
SMB       0.014864
HML       0.004413
dtype: float64, 86953: const     0.100537
vwretd    3.316247
SMB      -0.017076
HML      -0.044936
dtype: float64, 86954: const    -0.039449
vwretd    3.846601
SMB       0.010017
HML       0.002948
dtype: float64, 86955: const    -0.114996
vwretd    0.518533
SMB       0.016426
HML       0.008576
dtype: float64, 86956: const    -0.000212
vwretd    0.457016
SMB       0.013286
HML       0.003621
dtype: float64, 86957: const    -0.099867
vwretd   -2.210260
SMB       0.029530
HML       0.037687
dtype: float64, 86958: const     0.024450
vwretd    1.740369
SMB       0.000681
HML      -0.014053
dtype: float64, 86959: const    -0.005604
vwretd    1.276053
SMB       0.011405
HML      -0.010696
dtype: float64, 86960: const    -0.026289
vwretd    0.762111
SMB      -0.000341
HML       0.017339
dtype: float64, 86961: const     0.102064
vwretd    0.870404
SMB      -0.004301
HML      -0.035287
dtype: float64, 86962: const     0.118266
vwretd   -0.036579
SMB      -0.035672
HML      -0.055245
dtype: float64, 86963: const     0.039580
vwretd    0.149993
SMB      -0.000323
HML      -0.004578
dtype: float64, 86964: const     0.009565
vwretd    1.649156
SMB       0.010322
HML      -0.012371
dtype: float64, 86965: const     0.002726
vwretd    0.932967
SMB       0.008891
HML       0.013130
dtype: float64, 86966: const    -0.004772
vwretd    0.138112
SMB       0.003846
HML       0.003067
dtype: float64, 86967: const     0.113352
vwretd    2.051903
SMB       0.054981
HML       0.018327
dtype: float64, 86968: const     0.076033
vwretd    1.280784
SMB       0.009155
HML      -0.025266
dtype: float64, 86969: const     0.049287
vwretd    2.209951
SMB       0.010329
HML      -0.017498
dtype: float64, 86970: const     0.162817
vwretd   -2.014047
SMB      -0.006265
HML      -0.044007
dtype: float64, 86971: const     0.124642
vwretd   -1.330570
SMB      -0.010429
HML      -0.017313
dtype: float64, 86972: const     0.035412
vwretd    2.462175
SMB       0.015287
HML      -0.015005
dtype: float64, 86973: const     0.002044
vwretd    1.187535
SMB       0.007249
HML       0.009129
dtype: float64, 86974: const    -0.090074
vwretd    0.039851
SMB       0.005257
HML      -0.015677
dtype: float64, 86975: const    -0.008945
vwretd    1.580638
SMB       0.006935
HML       0.002001
dtype: float64, 86976: const    -0.006722
vwretd    2.019808
SMB       0.005538
HML       0.013561
dtype: float64, 86977: const    -0.013026
vwretd    2.109264
SMB       0.012927
HML      -0.005488
dtype: float64, 86978: const     0.037871
vwretd    3.503359
SMB       0.027290
HML      -0.020297
dtype: float64, 86979: const     0.003446
vwretd    1.698223
SMB       0.011234
HML      -0.010813
dtype: float64, 86980: const     0.106305
vwretd   -1.579589
SMB      -0.020799
HML      -0.074673
dtype: float64, 86981: const    -0.100553
vwretd    1.913241
SMB       0.009167
HML       0.012572
dtype: float64, 86982: const     0.054533
vwretd   -0.302165
SMB       0.018428
HML      -0.024951
dtype: float64, 86983: const    -0.005694
vwretd    1.296448
SMB      -0.001307
HML      -0.014752
dtype: float64, 86984: const     0.004915
vwretd    0.330484
SMB       0.005611
HML       0.008682
dtype: float64, 86986: const    -0.120297
vwretd   -0.951007
SMB       0.008875
HML      -0.013625
dtype: float64, 86988: const     0.006367
vwretd    1.962025
SMB       0.006450
HML      -0.008362
dtype: float64, 86989: const    -0.027686
vwretd    1.359816
SMB       0.002866
HML      -0.012855
dtype: float64, 86990: const    -0.015048
vwretd    2.153915
SMB       0.005686
HML      -0.002129
dtype: float64, 86991: const     0.028184
vwretd    2.537426
SMB      -0.006022
HML      -0.022785
dtype: float64, 86992: const     0.004807
vwretd    1.038970
SMB      -0.000388
HML       0.006409
dtype: float64, 86993: const     0.006580
vwretd    0.680845
SMB       0.014522
HML       0.010290
dtype: float64, 86994: const    -0.196675
vwretd    2.091272
SMB       0.043453
HML       0.067241
dtype: float64, 86995: const     0.058607
vwretd   -1.125837
SMB      -0.026774
HML      -0.052125
dtype: float64, 86996: const     0.021568
vwretd    1.272372
SMB       0.003517
HML      -0.012125
dtype: float64, 86997: const    -0.265529
vwretd   -0.176353
SMB       0.022247
HML       0.015000
dtype: float64, 86998: const     0.075752
vwretd    2.248907
SMB       0.011832
HML      -0.013172
dtype: float64, 86999: const    -0.098128
vwretd    1.937081
SMB       0.021667
HML       0.001147
dtype: float64, 87000: const     0.015882
vwretd    0.795089
SMB       0.003492
HML      -0.007754
dtype: float64, 87001: const     0.100886
vwretd    5.362949
SMB       0.006903
HML       0.002663
dtype: float64, 87002: const    -0.025398
vwretd    0.645470
SMB       0.002754
HML       0.007643
dtype: float64, 87004: const    -0.085890
vwretd    1.135663
SMB      -0.007699
HML      -0.017373
dtype: float64, 87005: const     0.017445
vwretd    0.963748
SMB       0.007797
HML      -0.000949
dtype: float64, 87006: const     0.015245
vwretd    0.457140
SMB       0.010972
HML      -0.003376
dtype: float64, 87007: const    -0.029412
vwretd   -0.182091
SMB      -0.006706
HML      -0.020820
dtype: float64, 87008: const    -0.021910
vwretd    2.991765
SMB       0.016530
HML       0.032693
dtype: float64, 87009: const    -0.006150
vwretd    1.415208
SMB       0.006185
HML      -0.008048
dtype: float64, 87010: const     0.018419
vwretd    1.454178
SMB       0.006872
HML      -0.016041
dtype: float64, 87011: const    -0.079590
vwretd   -0.989305
SMB      -0.009999
HML      -0.026188
dtype: float64, 87012: const    -0.031241
vwretd    1.981630
SMB       0.005297
HML       0.019191
dtype: float64, 87013: const     0.007702
vwretd    1.804672
SMB       0.011569
HML      -0.023132
dtype: float64, 87014: const     0.002434
vwretd    0.703388
SMB       0.004411
HML       0.011332
dtype: float64, 87015: const     0.052844
vwretd    4.269330
SMB       0.004876
HML       0.005308
dtype: float64, 87016: const     0.002621
vwretd    1.054849
SMB       0.011342
HML      -0.004003
dtype: float64, 87017: const    -0.044883
vwretd    0.986524
SMB      -0.002322
HML      -0.006455
dtype: float64, 87018: const    -0.067961
vwretd    4.127537
SMB       0.012923
HML      -0.004851
dtype: float64, 87019: const     0.072706
vwretd    3.315617
SMB       0.008489
HML      -0.027380
dtype: float64, 87020: const     0.010888
vwretd    0.866305
SMB       0.010438
HML       0.011644
dtype: float64, 87021: const     0.043063
vwretd   -0.312963
SMB       0.018144
HML      -0.009195
dtype: float64, 87022: const    -0.011494
vwretd    3.165986
SMB       0.020381
HML       0.024986
dtype: float64, 87023: const     0.065778
vwretd    1.294035
SMB      -0.006044
HML      -0.014062
dtype: float64, 87024: const    -0.023515
vwretd    0.912307
SMB       0.005556
HML       0.017089
dtype: float64, 87026: const    -0.014932
vwretd    0.363190
SMB       0.008066
HML       0.015814
dtype: float64, 87027: const     0.057272
vwretd    1.509812
SMB       0.004282
HML       0.031833
dtype: float64, 87028: const    -0.093419
vwretd    0.468592
SMB      -0.003774
HML      -0.006399
dtype: float64, 87029: const     0.008005
vwretd    1.319001
SMB      -0.004952
HML       0.008281
dtype: float64, 87030: const    -0.000857
vwretd    1.281474
SMB      -0.000644
HML       0.002153
dtype: float64, 87031: const     0.018147
vwretd    0.512440
SMB       0.011024
HML      -0.006970
dtype: float64, 87033: const    -0.003000
vwretd    0.908577
SMB      -0.000851
HML       0.005667
dtype: float64, 87034: const     0.010991
vwretd    0.782944
SMB       0.006319
HML       0.000951
dtype: float64, 87035: const    -0.016474
vwretd    2.804231
SMB       0.003657
HML       0.008097
dtype: float64, 87036: const    -0.023414
vwretd    1.174809
SMB      -0.007835
HML       0.002111
dtype: float64, 87037: const    -0.082800
vwretd    1.085130
SMB      -0.004694
HML      -0.002035
dtype: float64, 87038: const     0.002864
vwretd    2.355537
SMB       0.008362
HML       0.006534
dtype: float64, 87039: const    -0.001104
vwretd    0.585993
SMB       0.003034
HML       0.004312
dtype: float64, 87040: const     0.010609
vwretd    0.861417
SMB       0.010260
HML       0.011778
dtype: float64, 87041: const      0.644215
vwretd   -12.787918
SMB       -0.169435
HML       -0.344992
dtype: float64, 87043: const    -0.012933
vwretd    2.432342
SMB       0.005433
HML       0.005990
dtype: float64, 87044: const     0.160194
vwretd    0.814283
SMB      -0.015992
HML      -0.025997
dtype: float64, 87046: const    -0.005389
vwretd    0.350516
SMB      -0.000757
HML      -0.003748
dtype: float64, 87047: const     0.002917
vwretd    1.274294
SMB       0.034187
HML       0.021433
dtype: float64, 87048: const    -0.020302
vwretd   -1.299673
SMB      -0.023804
HML      -0.058869
dtype: float64, 87049: const     0.018664
vwretd    1.072545
SMB      -0.003355
HML      -0.004241
dtype: float64, 87050: const     0.095087
vwretd    4.105565
SMB      -0.014918
HML      -0.044173
dtype: float64, 87051: const    -0.018507
vwretd    1.179537
SMB       0.002274
HML      -0.011497
dtype: float64, 87053: const     0.007792
vwretd    1.118502
SMB       0.008986
HML      -0.002723
dtype: float64, 87054: const     0.017509
vwretd    0.910266
SMB       0.007349
HML      -0.006343
dtype: float64, 87055: const     0.009041
vwretd    0.901353
SMB      -0.000330
HML      -0.004259
dtype: float64, 87056: const     0.011648
vwretd    0.867935
SMB       0.012687
HML      -0.008686
dtype: float64, 87057: const    -0.037321
vwretd    1.925368
SMB       0.009865
HML       0.000977
dtype: float64, 87058: const     0.045538
vwretd    0.619007
SMB       0.020302
HML      -0.053584
dtype: float64, 87059: const     0.005455
vwretd    2.377194
SMB      -0.003697
HML      -0.001305
dtype: float64, 87060: const    -0.009218
vwretd    2.429913
SMB       0.001634
HML       0.007007
dtype: float64, 87061: const    -0.013689
vwretd    1.613554
SMB       0.010665
HML      -0.012014
dtype: float64, 87062: const     0.058488
vwretd    7.246311
SMB       0.034996
HML       0.020799
dtype: float64, 87063: const    -0.053687
vwretd    1.456029
SMB       0.034094
HML       0.027196
dtype: float64, 87064: const    -0.033111
vwretd    0.971558
SMB      -0.002536
HML      -0.014700
dtype: float64, 87065: const     0.015802
vwretd    1.544449
SMB       0.035840
HML       0.003821
dtype: float64, 87066: const     0.010299
vwretd    0.937848
SMB       0.009883
HML      -0.009425
dtype: float64, 87067: const     0.006310
vwretd    0.507953
SMB       0.004495
HML       0.008253
dtype: float64, 87068: const     0.061801
vwretd   -1.587248
SMB      -0.012995
HML      -0.044210
dtype: float64, 87069: const     0.013667
vwretd    0.281433
SMB       0.003853
HML       0.004844
dtype: float64, 87070: const     0.006518
vwretd    0.582147
SMB       0.001612
HML       0.007353
dtype: float64, 87071: const    -0.003288
vwretd    1.836413
SMB      -0.000037
HML       0.000868
dtype: float64, 87072: const    -0.172237
vwretd    1.940872
SMB       0.016179
HML       0.024197
dtype: float64, 87073: const    -0.010774
vwretd    1.090564
SMB      -0.004000
HML      -0.038935
dtype: float64, 87074: const    -0.003065
vwretd    1.255094
SMB       0.006791
HML      -0.010574
dtype: float64, 87075: const     0.016874
vwretd    0.892998
SMB       0.009151
HML      -0.004262
dtype: float64, 87076: const    -0.007703
vwretd   -0.494840
SMB       0.007470
HML      -0.018321
dtype: float64, 87077: const    -0.002281
vwretd    1.539488
SMB       0.003638
HML       0.008026
dtype: float64, 87078: const     0.002005
vwretd    1.036600
SMB       0.011545
HML      -0.001584
dtype: float64, 87079: const     0.011548
vwretd    0.027090
SMB       0.004986
HML       0.001644
dtype: float64, 87080: const    -0.033588
vwretd    1.791372
SMB       0.012180
HML      -0.010269
dtype: float64, 87081: const     0.005832
vwretd    2.008829
SMB       0.004809
HML      -0.010190
dtype: float64, 87082: const    -0.000192
vwretd    1.564270
SMB       0.007764
HML      -0.020897
dtype: float64, 87083: const     0.032150
vwretd    1.911998
SMB       0.018641
HML      -0.018482
dtype: float64, 87084: const     0.011122
vwretd    1.189899
SMB       0.023853
HML      -0.014342
dtype: float64, 87085: const     0.045488
vwretd    1.857116
SMB       0.020722
HML      -0.024879
dtype: float64, 87086: const     0.008564
vwretd    1.607818
SMB       0.012190
HML      -0.002398
dtype: float64, 87087: const    -0.061020
vwretd    2.878539
SMB       0.015669
HML       0.019355
dtype: float64, 87088: const     0.015757
vwretd   -0.482801
SMB       0.000668
HML       0.000474
dtype: float64, 87089: const    -0.017629
vwretd    0.730874
SMB       0.002860
HML      -0.010435
dtype: float64, 87090: const    -0.025445
vwretd    1.790515
SMB       0.025799
HML       0.014274
dtype: float64, 87091: const    -0.038004
vwretd    1.772040
SMB       0.006952
HML      -0.003763
dtype: float64, 87092: const     0.006111
vwretd    1.665432
SMB       0.022389
HML      -0.016579
dtype: float64, 87093: const     0.007638
vwretd    0.329454
SMB       0.011364
HML       0.015668
dtype: float64, 87094: const     0.003668
vwretd    0.730711
SMB       0.009445
HML      -0.010266
dtype: float64, 87095: const    -0.008640
vwretd    0.999628
SMB       0.023974
HML      -0.009281
dtype: float64, 87096: const    -0.036766
vwretd    1.409055
SMB       0.008361
HML      -0.025799
dtype: float64, 87097: const     0.001588
vwretd    1.536336
SMB       0.020553
HML      -0.006246
dtype: float64, 87098: const     0.008198
vwretd    0.305053
SMB       0.006502
HML       0.010910
dtype: float64, 87099: const     0.014338
vwretd    2.028049
SMB       0.011979
HML      -0.021114
dtype: float64, 87100: const     0.106688
vwretd    3.093005
SMB      -0.012169
HML      -0.039069
dtype: float64, 87101: const    -0.023004
vwretd    1.390318
SMB      -0.000588
HML      -0.021714
dtype: float64, 87102: const    -0.025178
vwretd    1.484832
SMB       0.013676
HML      -0.015946
dtype: float64, 87103: const    -0.081407
vwretd    2.747777
SMB       0.004481
HML      -0.009815
dtype: float64, 87104: const     0.384153
vwretd   -2.038841
SMB      -0.053502
HML      -0.124501
dtype: float64, 87105: const     0.007868
vwretd    1.794107
SMB       0.015009
HML      -0.007183
dtype: float64, 87106: const    -0.056999
vwretd    2.903186
SMB       0.008779
HML      -0.016558
dtype: float64, 87107: const    -0.116075
vwretd    2.906072
SMB       0.023471
HML       0.000807
dtype: float64, 87108: const    -0.109768
vwretd    1.641206
SMB       0.019812
HML      -0.003420
dtype: float64, 87109: const     0.041638
vwretd    1.609507
SMB       0.006264
HML      -0.005875
dtype: float64, 87110: const    -0.015794
vwretd    1.762287
SMB       0.001860
HML       0.009439
dtype: float64, 87111: const    -0.054102
vwretd    1.426545
SMB       0.015753
HML      -0.007857
dtype: float64, 87113: const     0.010570
vwretd    0.420230
SMB       0.003376
HML       0.008325
dtype: float64, 87114: const     0.005852
vwretd    0.456888
SMB       0.007289
HML       0.009689
dtype: float64, 87115: const     0.128874
vwretd   -0.998538
SMB      -0.027663
HML      -0.041677
dtype: float64, 87116: const     0.018419
vwretd    0.484140
SMB       0.015022
HML       0.006386
dtype: float64, 87118: const     0.020226
vwretd    4.651274
SMB       0.016145
HML      -0.010424
dtype: float64, 87119: const    -0.006838
vwretd    1.119654
SMB       0.008605
HML       0.002969
dtype: float64, 87121: const    -0.001339
vwretd    1.251618
SMB       0.006780
HML       0.012932
dtype: float64, 87122: const    -0.108904
vwretd   -1.603898
SMB      -0.006586
HML      -0.034270
dtype: float64, 87123: const    -0.131834
vwretd    2.683730
SMB       0.002552
HML       0.022154
dtype: float64, 87124: const    -0.067308
vwretd    0.835884
SMB      -0.009978
HML      -0.042777
dtype: float64, 87126: const    -0.019943
vwretd    3.380448
SMB       0.035394
HML       0.006160
dtype: float64, 87127: const    -0.004596
vwretd    1.274966
SMB       0.005463
HML       0.004242
dtype: float64, 87128: const    -0.000028
vwretd    1.486216
SMB      -0.002830
HML      -0.003833
dtype: float64, 87129: const    -0.018258
vwretd    2.108864
SMB       0.013333
HML      -0.005302
dtype: float64, 87130: const     0.021269
vwretd   -0.212607
SMB      -0.001714
HML      -0.001811
dtype: float64, 87131: const     0.003732
vwretd    1.438638
SMB       0.004801
HML      -0.012612
dtype: float64, 87132: const     0.005145
vwretd    0.088654
SMB       0.001417
HML       0.000401
dtype: float64, 87133: const     0.005540
vwretd    0.130161
SMB       0.000775
HML      -0.000330
dtype: float64, 87134: const    -0.026307
vwretd    0.252961
SMB       0.015546
HML       0.009391
dtype: float64, 87135: const    -0.242128
vwretd    6.596035
SMB       0.028819
HML       0.053534
dtype: float64, 87137: const     0.001539
vwretd    1.461983
SMB       0.003269
HML       0.012743
dtype: float64, 87138: const    -0.016613
vwretd    1.318928
SMB       0.015545
HML       0.015029
dtype: float64, 87139: const    -0.004618
vwretd    2.076631
SMB       0.010855
HML       0.001305
dtype: float64, 87140: const     0.008201
vwretd    0.685609
SMB      -0.000912
HML      -0.005732
dtype: float64, 87141: const    -0.000988
vwretd    0.679339
SMB       0.004442
HML       0.007540
dtype: float64, 87142: const     0.039867
vwretd    0.171703
SMB       0.004343
HML      -0.001390
dtype: float64, 87143: const     0.014987
vwretd    0.697836
SMB       0.014475
HML       0.004252
dtype: float64, 87144: const     0.010913
vwretd    0.318066
SMB       0.002340
HML       0.004652
dtype: float64, 87145: const     0.009094
vwretd    0.096249
SMB       0.004160
HML       0.003650
dtype: float64, 87146: const     0.009587
vwretd    0.319818
SMB      -0.002042
HML       0.001390
dtype: float64, 87147: const    -0.034727
vwretd    2.402252
SMB       0.012441
HML       0.010484
dtype: float64, 87148: const     0.002333
vwretd    1.442162
SMB      -0.007898
HML      -0.012539
dtype: float64, 87149: const     0.000346
vwretd    1.967690
SMB       0.003454
HML       0.008665
dtype: float64, 87150: const    -0.168988
vwretd    1.120971
SMB       0.014679
HML       0.018174
dtype: float64, 87151: const    -0.013940
vwretd    0.857955
SMB       0.002731
HML       0.009039
dtype: float64, 87152: const     0.014052
vwretd    0.032509
SMB       0.002507
HML      -0.000695
dtype: float64, 87153: const    -0.000159
vwretd    2.379536
SMB       0.006677
HML      -0.013120
dtype: float64, 87154: const    -0.168174
vwretd    0.468630
SMB       0.000807
HML       0.014212
dtype: float64, 87155: const     0.331218
vwretd    1.660084
SMB       0.017473
HML      -0.062751
dtype: float64, 87156: const     0.004757
vwretd    2.981266
SMB       0.013971
HML      -0.017453
dtype: float64, 87157: const    -0.320502
vwretd    2.149125
SMB       0.001898
HML       0.009488
dtype: float64, 87158: const    -0.023666
vwretd    1.945006
SMB       0.037176
HML       0.007131
dtype: float64, 87159: const     0.178153
vwretd   -0.834163
SMB       0.007927
HML      -0.044949
dtype: float64, 87160: const     0.004300
vwretd    1.185011
SMB       0.002768
HML      -0.000541
dtype: float64, 87161: const    -0.163884
vwretd    0.009435
SMB      -0.006217
HML      -0.010092
dtype: float64, 87162: const     0.001031
vwretd    1.540744
SMB       0.010396
HML       0.005723
dtype: float64, 87163: const     0.053913
vwretd    4.581607
SMB       0.000574
HML      -0.011811
dtype: float64, 87164: const     0.040527
vwretd   -0.206484
SMB       0.001779
HML      -0.008819
dtype: float64, 87165: const     0.002635
vwretd    2.452456
SMB       0.011637
HML      -0.010073
dtype: float64, 87166: const     0.017861
vwretd    2.601584
SMB       0.020094
HML       0.007209
dtype: float64, 87167: const    -0.008564
vwretd    2.487478
SMB       0.020868
HML      -0.017500
dtype: float64, 87168: const    -0.000855
vwretd    1.096847
SMB       0.006026
HML      -0.008499
dtype: float64, 87169: const    -0.118410
vwretd    1.594618
SMB       0.017868
HML      -0.017710
dtype: float64, 87170: const     0.041091
vwretd    1.920157
SMB       0.076270
HML       0.049128
dtype: float64, 87172: const     0.003989
vwretd    1.697464
SMB       0.014470
HML      -0.002325
dtype: float64, 87173: const    -0.006491
vwretd    1.533811
SMB       0.008247
HML      -0.015592
dtype: float64, 87175: const    -0.192285
vwretd    1.179733
SMB       0.019376
HML      -0.000246
dtype: float64, 87176: const     0.046757
vwretd    2.106465
SMB       0.046517
HML      -0.010424
dtype: float64, 87177: const    -0.028711
vwretd    0.041632
SMB      -0.000117
HML      -0.009397
dtype: float64, 87178: const     0.008424
vwretd    0.829333
SMB       0.017604
HML      -0.008608
dtype: float64, 87179: const     0.007779
vwretd    1.106451
SMB       0.010279
HML      -0.004120
dtype: float64, 87180: const     0.045406
vwretd    1.243385
SMB      -0.002988
HML      -0.032732
dtype: float64, 87181: const    -0.023195
vwretd    3.383467
SMB       0.013706
HML       0.005448
dtype: float64, 87182: const     0.008832
vwretd    1.669591
SMB       0.007082
HML      -0.012705
dtype: float64, 87183: const     0.003816
vwretd    0.726926
SMB       0.003755
HML      -0.001774
dtype: float64, 87184: const     0.011940
vwretd    1.368593
SMB       0.012427
HML      -0.012282
dtype: float64, 87185: const    -0.188381
vwretd    2.208466
SMB       0.018209
HML       0.009008
dtype: float64, 87186: const    -0.033799
vwretd    1.172459
SMB       0.016271
HML       0.002613
dtype: float64, 87188: const    -0.001777
vwretd    1.264842
SMB       0.000743
HML       0.008662
dtype: float64, 87189: const    -0.001859
vwretd    2.950695
SMB       0.007690
HML       0.004137
dtype: float64, 87191: const    -0.294185
vwretd    2.533585
SMB       0.010846
HML       0.000454
dtype: float64, 87192: const     0.001130
vwretd    0.342166
SMB       0.006218
HML      -0.006091
dtype: float64, 87193: const    -0.007345
vwretd    0.462009
SMB       0.019596
HML      -0.013415
dtype: float64, 87194: const     0.009954
vwretd    3.238690
SMB       0.093213
HML       0.056914
dtype: float64, 87195: const     0.064444
vwretd    2.713353
SMB       0.021273
HML      -0.020288
dtype: float64, 87197: const    -0.002573
vwretd    1.055848
SMB       0.019947
HML      -0.009260
dtype: float64, 87198: const     0.011761
vwretd    0.807420
SMB       0.003963
HML       0.007286
dtype: float64, 87199: const     0.008678
vwretd    0.991581
SMB       0.007788
HML      -0.007376
dtype: float64, 87200: const    -0.037789
vwretd    0.760167
SMB       0.004432
HML       0.005076
dtype: float64, 87202: const    -0.078656
vwretd    2.607937
SMB       0.040352
HML      -0.000801
dtype: float64, 87204: const    -0.005296
vwretd    1.589319
SMB       0.005091
HML       0.006013
dtype: float64, 87205: const    -0.001837
vwretd   -0.446720
SMB       0.004566
HML       0.002089
dtype: float64, 87206: const    -0.039353
vwretd    0.699014
SMB       0.002940
HML       0.013635
dtype: float64, 87207: const     0.014012
vwretd    1.327089
SMB       0.015532
HML      -0.016247
dtype: float64, 87208: const     0.028828
vwretd    0.279362
SMB       0.007397
HML       0.009493
dtype: float64, 87209: const    -0.000296
vwretd    1.577375
SMB       0.004260
HML      -0.001957
dtype: float64, 87211: const    -0.027720
vwretd    0.672408
SMB       0.008563
HML       0.011701
dtype: float64, 87212: const     0.000063
vwretd    1.312046
SMB       0.001155
HML       0.009713
dtype: float64, 87213: const     0.009241
vwretd   -0.040514
SMB       0.004011
HML       0.000555
dtype: float64, 87214: const     0.005078
vwretd    1.325728
SMB       0.012415
HML       0.007640
dtype: float64, 87215: const    -0.007726
vwretd    1.209137
SMB       0.021470
HML       0.007377
dtype: float64, 87216: const    -0.196939
vwretd    0.262241
SMB      -0.051261
HML      -0.039044
dtype: float64, 87218: const     0.004944
vwretd    0.149474
SMB       0.008058
HML       0.001959
dtype: float64, 87219: const    -0.024849
vwretd    1.089462
SMB       0.008621
HML       0.004127
dtype: float64, 87220: const     0.072453
vwretd   -1.921872
SMB       0.003831
HML      -0.047657
dtype: float64, 87221: const     0.112220
vwretd    2.759679
SMB       0.069484
HML       0.030080
dtype: float64, 87222: const    -0.151508
vwretd    2.831224
SMB       0.036039
HML       0.018706
dtype: float64, 87223: const     0.005454
vwretd    1.311353
SMB       0.025700
HML       0.023169
dtype: float64, 87224: const     0.038209
vwretd    1.112639
SMB       0.010428
HML      -0.013577
dtype: float64, 87225: const     -0.110557
vwretd   -12.805573
SMB        0.138649
HML        0.005785
dtype: float64, 87226: const     0.149517
vwretd    1.526919
SMB       0.005501
HML      -0.023517
dtype: float64, 87227: const    -0.005202
vwretd    1.913709
SMB       0.009162
HML      -0.011474
dtype: float64, 87228: const    -0.030045
vwretd    2.132810
SMB       0.014596
HML       0.000419
dtype: float64, 87229: const     0.033270
vwretd    2.215431
SMB       0.015894
HML      -0.028598
dtype: float64, 87230: const     0.002429
vwretd   -0.808990
SMB       0.021754
HML      -0.016511
dtype: float64, 87231: const    -0.055469
vwretd    0.294866
SMB      -0.027813
HML      -0.018025
dtype: float64, 87232: const    -0.360782
vwretd    4.798505
SMB       0.007026
HML       0.024199
dtype: float64, 87233: const     0.036965
vwretd    0.578233
SMB       0.019941
HML      -0.018326
dtype: float64, 87234: const     -0.347811
vwretd   -16.882663
SMB        0.193332
HML        0.068447
dtype: float64, 87235: const     0.404810
vwretd    7.201296
SMB      -0.058827
HML      -0.064128
dtype: float64, 87236: const    -0.015576
vwretd    2.067444
SMB       0.010717
HML      -0.012339
dtype: float64, 87237: const    -0.022842
vwretd   -4.831606
SMB       0.013670
HML      -0.065898
dtype: float64, 87238: const    -0.005909
vwretd    2.089770
SMB       0.026028
HML      -0.010521
dtype: float64, 87239: const     0.037532
vwretd   -0.670671
SMB      -0.019061
HML      -0.052060
dtype: float64, 87240: const    -0.098456
vwretd    1.215781
SMB      -0.007276
HML       0.003384
dtype: float64, 87241: const    -0.008076
vwretd    4.680532
SMB       0.011814
HML      -0.008403
dtype: float64, 87242: const    -0.001796
vwretd    0.883916
SMB       0.016618
HML      -0.012323
dtype: float64, 87243: const     -0.573421
vwretd    22.673288
SMB        0.147194
HML        0.269608
dtype: float64, 87244: const    -0.115007
vwretd   -0.050976
SMB      -0.031979
HML      -0.046844
dtype: float64, 87247: const    -0.016157
vwretd   -0.189547
SMB       0.014026
HML       0.002813
dtype: float64, 87248: const     0.013411
vwretd    4.858938
SMB       0.019820
HML       0.008664
dtype: float64, 87249: const    -0.108802
vwretd    3.599525
SMB       0.032516
HML       0.008608
dtype: float64, 87250: const    -0.000586
vwretd    1.382868
SMB       0.009665
HML       0.019141
dtype: float64, 87251: const     0.000955
vwretd    1.317097
SMB       0.007242
HML      -0.007277
dtype: float64, 87252: const     0.076828
vwretd    5.868215
SMB      -0.026145
HML      -0.017928
dtype: float64, 87253: const    -0.272296
vwretd    4.297759
SMB       0.020641
HML       0.023737
dtype: float64, 87254: const     0.003700
vwretd    1.360355
SMB       0.006923
HML       0.013519
dtype: float64, 87255: const     0.007176
vwretd    1.592541
SMB       0.016798
HML      -0.010432
dtype: float64, 87256: const     0.066825
vwretd    1.482649
SMB       0.022051
HML      -0.019319
dtype: float64, 87257: const     0.018348
vwretd    1.214615
SMB       0.012162
HML       0.000004
dtype: float64, 87259: const    -0.054982
vwretd    0.429059
SMB       0.013880
HML      -0.029623
dtype: float64, 87260: const     0.059072
vwretd    1.740322
SMB       0.051095
HML      -0.015860
dtype: float64, 87261: const    -0.000102
vwretd    1.573355
SMB       0.008389
HML      -0.006826
dtype: float64, 87263: const    -0.005392
vwretd    1.949151
SMB       0.004326
HML      -0.005603
dtype: float64, 87264: const     0.010804
vwretd    1.592386
SMB       0.012632
HML      -0.011931
dtype: float64, 87265: const    -0.016686
vwretd    2.735395
SMB       0.006597
HML      -0.013672
dtype: float64, 87266: const    -0.050142
vwretd    0.531758
SMB       0.004269
HML      -0.030953
dtype: float64, 87267: const     0.009941
vwretd    1.096713
SMB      -0.000568
HML       0.003872
dtype: float64, 87268: const    -0.000005
vwretd    1.449004
SMB       0.007509
HML       0.007371
dtype: float64, 87269: const     0.005231
vwretd    0.029613
SMB       0.003115
HML       0.000852
dtype: float64, 87270: const     0.004839
vwretd    0.086580
SMB       0.000713
HML      -0.001234
dtype: float64, 87271: const     0.004896
vwretd   -0.012586
SMB       0.001750
HML       0.000655
dtype: float64, 87272: const    -0.022452
vwretd    2.982617
SMB      -0.000791
HML       0.005212
dtype: float64, 87274: const    -0.005723
vwretd    1.717274
SMB       0.008557
HML       0.012930
dtype: float64, 87275: const    -0.043189
vwretd    0.573958
SMB       0.011323
HML       0.001302
dtype: float64, 87276: const    -0.006192
vwretd    1.385415
SMB      -0.001060
HML      -0.008154
dtype: float64, 87277: const    -0.002675
vwretd    1.638636
SMB       0.013378
HML       0.007905
dtype: float64, 87278: const     0.013239
vwretd   -0.000114
SMB       0.003499
HML       0.005078
dtype: float64, 87279: const    -0.022570
vwretd    1.987955
SMB      -0.005037
HML       0.006849
dtype: float64, 87280: const     0.004600
vwretd    0.500608
SMB      -0.002896
HML       0.000367
dtype: float64, 87281: const     0.012125
vwretd    1.326826
SMB       0.003961
HML       0.007204
dtype: float64, 87282: const    -0.041603
vwretd   -0.642833
SMB      -0.015631
HML      -0.041184
dtype: float64, 87283: const     0.011865
vwretd    1.385306
SMB       0.003014
HML       0.008332
dtype: float64, 87284: const     0.014803
vwretd    1.829588
SMB       0.002736
HML       0.008987
dtype: float64, 87285: const     0.001543
vwretd    0.456605
SMB       0.000854
HML       0.002216
dtype: float64, 87286: const    -0.007163
vwretd    0.461797
SMB       0.003597
HML       0.002754
dtype: float64, 87287: const     0.026597
vwretd    0.087767
SMB       0.018303
HML       0.006406
dtype: float64, 87288: const     0.304371
vwretd   -2.861616
SMB       0.005183
HML      -0.048382
dtype: float64, 87289: const    -0.005542
vwretd    0.975139
SMB       0.003082
HML       0.006702
dtype: float64, 87292: const     0.008058
vwretd    0.702505
SMB       0.000759
HML       0.008573
dtype: float64, 87293: const    -0.015517
vwretd    1.261178
SMB      -0.004908
HML       0.008209
dtype: float64, 87294: const    -0.044619
vwretd   -0.130664
SMB       0.047924
HML       0.001679
dtype: float64, 87295: const    -0.134605
vwretd    2.713988
SMB       0.010921
HML       0.004356
dtype: float64, 87296: const     0.007432
vwretd    1.483411
SMB       0.003484
HML       0.010739
dtype: float64, 87297: const     0.032932
vwretd   -0.597102
SMB      -0.001544
HML      -0.002646
dtype: float64, 87298: const    -0.030180
vwretd    1.830921
SMB       0.004840
HML      -0.013637
dtype: float64, 87299: const     0.006959
vwretd    1.724775
SMB       0.006234
HML      -0.011412
dtype: float64, 87300: const    -0.169380
vwretd    0.854484
SMB       0.060791
HML       0.006142
dtype: float64, 87301: const     0.003821
vwretd    1.612661
SMB       0.012267
HML      -0.014504
dtype: float64, 87302: const     0.000038
vwretd    1.151704
SMB       0.030356
HML      -0.005699
dtype: float64, 87303: const    -0.023834
vwretd    1.551102
SMB       0.021561
HML      -0.005766
dtype: float64, 87304: const    -0.034168
vwretd   -1.600023
SMB       0.009922
HML      -0.044938
dtype: float64, 87305: const    -0.148556
vwretd   -1.924103
SMB       0.022481
HML      -0.023144
dtype: float64, 87306: const     0.005037
vwretd    1.276125
SMB       0.014719
HML       0.011022
dtype: float64, 87307: const    -0.014160
vwretd    1.943418
SMB       0.011531
HML      -0.010725
dtype: float64, 87308: const    -0.062407
vwretd    0.227411
SMB       0.021909
HML       0.000328
dtype: float64, 87309: const    -0.152789
vwretd    0.428705
SMB       0.019003
HML      -0.021208
dtype: float64, 87310: const    -0.031204
vwretd    2.512685
SMB       0.009881
HML      -0.009034
dtype: float64, 87311: const    -0.008667
vwretd    0.606325
SMB       0.013541
HML      -0.003893
dtype: float64, 87312: const    -0.019136
vwretd   -0.055666
SMB       0.007212
HML      -0.008376
dtype: float64, 87313: const    -0.069178
vwretd    1.471176
SMB      -0.002865
HML      -0.002197
dtype: float64, 87314: const     0.005344
vwretd    0.673656
SMB       0.017201
HML      -0.001062
dtype: float64, 87315: const    -0.029797
vwretd    0.801117
SMB       0.057138
HML      -0.011893
dtype: float64, 87316: const     0.049345
vwretd    2.020261
SMB       0.040407
HML      -0.051378
dtype: float64, 87317: const    -0.010952
vwretd    1.812227
SMB       0.006564
HML      -0.003736
dtype: float64, 87318: const     0.007809
vwretd    0.583967
SMB       0.006289
HML       0.008082
dtype: float64, 87319: const     0.085180
vwretd    6.608229
SMB      -0.004067
HML      -0.014687
dtype: float64, 87320: const     0.027830
vwretd    0.642775
SMB      -0.000449
HML       0.002939
dtype: float64, 87321: const    -0.007192
vwretd    1.016714
SMB       0.008826
HML       0.004255
dtype: float64, 87322: const     0.047461
vwretd   -2.833314
SMB      -0.003797
HML      -0.066420
dtype: float64, 87323: const     0.080639
vwretd   -1.219199
SMB      -0.002988
HML      -0.015518
dtype: float64, 87324: const    -0.005988
vwretd   -0.007693
SMB       0.000893
HML       0.002726
dtype: float64, 87325: const    -0.039145
vwretd    1.590056
SMB       0.019279
HML      -0.001682
dtype: float64, 87326: const     0.046620
vwretd   -0.169945
SMB       0.001852
HML      -0.017943
dtype: float64, 87327: const     0.016254
vwretd    1.773108
SMB       0.017401
HML      -0.017641
dtype: float64, 87328: const     0.056488
vwretd    0.006371
SMB      -0.000762
HML      -0.027673
dtype: float64, 87329: const     0.030373
vwretd    2.985696
SMB      -0.005724
HML      -0.008966
dtype: float64, 87330: const    -0.034764
vwretd    1.259418
SMB       0.008344
HML       0.022963
dtype: float64, 87331: const    -0.086444
vwretd    1.762036
SMB       0.019817
HML       0.026050
dtype: float64, 87332: const     0.026827
vwretd    2.677617
SMB      -0.004117
HML      -0.013361
dtype: float64, 87333: const     0.014884
vwretd    2.612211
SMB       0.018824
HML      -0.022057
dtype: float64, 87334: const    -0.196377
vwretd    1.941787
SMB       0.034080
HML       0.003077
dtype: float64, 87335: const     0.045498
vwretd    0.824774
SMB       0.023905
HML      -0.031840
dtype: float64, 87336: const    -0.190980
vwretd   -1.494098
SMB      -0.041926
HML      -0.053541
dtype: float64, 87337: const     0.005332
vwretd    1.570788
SMB       0.016880
HML      -0.012908
dtype: float64, 87338: const    -0.117914
vwretd    0.412615
SMB       0.000855
HML       0.003328
dtype: float64, 87339: const     0.001975
vwretd    1.197189
SMB       0.000884
HML      -0.002902
dtype: float64, 87340: const     0.012071
vwretd    0.011752
SMB       0.003900
HML       0.006945
dtype: float64, 87341: const    -0.324319
vwretd    5.965487
SMB       0.054291
HML       0.069005
dtype: float64, 87342: const    -0.003960
vwretd    1.074370
SMB       0.012777
HML       0.004224
dtype: float64, 87343: const    -0.015060
vwretd    1.215959
SMB       0.009713
HML      -0.011715
dtype: float64, 87344: const    -0.004163
vwretd    2.676455
SMB       0.009708
HML      -0.007577
dtype: float64, 87345: const     0.003686
vwretd    2.227030
SMB       0.011059
HML      -0.001152
dtype: float64, 87346: const     0.009778
vwretd   -0.042990
SMB       0.039185
HML       0.009802
dtype: float64, 87347: const     0.024859
vwretd    4.256737
SMB       0.031162
HML      -0.001065
dtype: float64, 87348: const    -0.154399
vwretd    1.116132
SMB       0.002338
HML       0.010481
dtype: float64, 87349: const    -0.028297
vwretd    3.086245
SMB       0.003406
HML       0.004199
dtype: float64, 87350: const     0.000128
vwretd    1.512040
SMB       0.004812
HML       0.008538
dtype: float64, 87351: const    -0.081182
vwretd    1.736223
SMB       0.021430
HML       0.014129
dtype: float64, 87352: const    -0.123298
vwretd    2.354076
SMB       0.026911
HML      -0.006411
dtype: float64, 87353: const     0.129408
vwretd    3.374291
SMB      -0.004805
HML      -0.026248
dtype: float64, 87354: const    -0.008965
vwretd    0.412341
SMB       0.004775
HML       0.006870
dtype: float64, 87355: const     -0.416542
vwretd    11.408885
SMB        0.073977
HML        0.142867
dtype: float64, 87356: const     0.007982
vwretd    0.846934
SMB       0.007935
HML       0.000872
dtype: float64, 87357: const     0.000631
vwretd    2.913899
SMB       0.017547
HML       0.002663
dtype: float64, 87358: const    -0.009429
vwretd    1.821991
SMB       0.001103
HML       0.020658
dtype: float64, 87359: const     0.013708
vwretd   -0.483196
SMB       0.012839
HML      -0.022174
dtype: float64, 87360: const    -0.015546
vwretd    0.948713
SMB       0.011188
HML      -0.006689
dtype: float64, 87361: const    -0.005639
vwretd    1.004972
SMB       0.008261
HML      -0.005164
dtype: float64, 87362: const    -0.003269
vwretd    1.696339
SMB       0.003708
HML       0.009277
dtype: float64, 87363: const    -0.039443
vwretd    3.646211
SMB       0.026186
HML       0.001791
dtype: float64, 87364: const    -0.004759
vwretd    1.269134
SMB       0.019105
HML       0.003640
dtype: float64, 87365: const     0.230729
vwretd    4.335618
SMB      -0.024376
HML      -0.032524
dtype: float64, 87366: const    -0.102666
vwretd    4.479713
SMB      -0.003425
HML       0.008823
dtype: float64, 87367: const    -0.056446
vwretd   -0.600720
SMB       0.001490
HML      -0.035928
dtype: float64, 87368: const     0.037248
vwretd    1.337204
SMB       0.000048
HML      -0.025385
dtype: float64, 87373: const    -0.001045
vwretd    0.824522
SMB       0.005476
HML       0.000966
dtype: float64, 87374: const     0.013374
vwretd    0.124624
SMB       0.006062
HML       0.005524
dtype: float64, 87375: const     0.366487
vwretd   -0.173333
SMB      -0.070173
HML      -0.101366
dtype: float64, 87376: const    -0.030987
vwretd    1.086025
SMB       0.017303
HML      -0.007224
dtype: float64, 87377: const     0.016484
vwretd    1.759365
SMB       0.009200
HML      -0.013502
dtype: float64, 87378: const    -0.030541
vwretd    2.792398
SMB       0.012576
HML       0.011940
dtype: float64, 87379: const     0.015461
vwretd    1.164380
SMB       0.002533
HML      -0.000943
dtype: float64, 87380: const     0.399932
vwretd   -4.670222
SMB       0.026774
HML      -0.079131
dtype: float64, 87381: const     0.013444
vwretd    1.388724
SMB       0.005772
HML      -0.000090
dtype: float64, 87383: const     0.152241
vwretd   -0.106831
SMB       0.008224
HML      -0.039320
dtype: float64, 87384: const     0.022511
vwretd    0.160329
SMB       0.026869
HML      -0.028876
dtype: float64, 87385: const     0.018720
vwretd    1.453508
SMB       0.020784
HML      -0.013028
dtype: float64, 87386: const    -0.027360
vwretd    1.232729
SMB      -0.000275
HML      -0.003766
dtype: float64, 87387: const     0.060611
vwretd    2.651088
SMB      -0.010690
HML      -0.010937
dtype: float64, 87388: const     0.108674
vwretd    2.144611
SMB       0.005033
HML      -0.006689
dtype: float64, 87389: const    -0.053497
vwretd    1.793403
SMB       0.066232
HML       0.034306
dtype: float64, 87390: const     0.001104
vwretd    2.664305
SMB       0.021116
HML      -0.005541
dtype: float64, 87391: const     0.500632
vwretd   -1.015423
SMB      -0.111302
HML      -0.102812
dtype: float64, 87392: const     0.019825
vwretd    2.984045
SMB       0.057040
HML      -0.020508
dtype: float64, 87393: const     0.034493
vwretd    3.262174
SMB       0.009700
HML       0.002571
dtype: float64, 87394: const     0.008055
vwretd    1.098992
SMB       0.024009
HML      -0.005977
dtype: float64, 87395: const    -0.051877
vwretd    2.874454
SMB       0.000736
HML      -0.009324
dtype: float64, 87396: const     0.005991
vwretd    1.195039
SMB      -0.020225
HML      -0.031637
dtype: float64, 87399: const     0.135662
vwretd    1.562146
SMB      -0.009800
HML      -0.056369
dtype: float64, 87400: const    -0.020514
vwretd    1.664020
SMB       0.023495
HML      -0.002110
dtype: float64, 87401: const     0.007657
vwretd    1.623032
SMB       0.019595
HML      -0.002031
dtype: float64, 87402: const     0.038327
vwretd    1.410998
SMB      -0.039451
HML      -0.031558
dtype: float64, 87403: const    -0.065394
vwretd    1.278766
SMB       0.037482
HML      -0.017514
dtype: float64, 87404: const    -0.022182
vwretd    1.336514
SMB       0.007680
HML      -0.007885
dtype: float64, 87405: const     0.012673
vwretd    1.184418
SMB      -0.003710
HML      -0.001715
dtype: float64, 87406: const    -0.005258
vwretd    1.706119
SMB       0.016630
HML      -0.012107
dtype: float64, 87407: const     0.011783
vwretd    0.688538
SMB       0.014685
HML      -0.029122
dtype: float64, 87408: const    -0.004653
vwretd    0.363827
SMB       0.018257
HML      -0.023931
dtype: float64, 87409: const     -0.466356
vwretd    10.757790
SMB        0.005210
HML        0.068903
dtype: float64, 87411: const     0.370809
vwretd   -3.640649
SMB       0.064691
HML      -0.085068
dtype: float64, 87412: const     0.006020
vwretd    2.800627
SMB       0.034822
HML      -0.000167
dtype: float64, 87413: const    -0.003712
vwretd    0.375181
SMB       0.001320
HML       0.003953
dtype: float64, 87414: const    -0.003940
vwretd    1.758787
SMB       0.005398
HML      -0.003719
dtype: float64, 87415: const    -0.000973
vwretd    1.908993
SMB       0.015503
HML      -0.000441
dtype: float64, 87416: const     0.132705
vwretd    0.323477
SMB       0.004820
HML      -0.015909
dtype: float64, 87417: const     0.382328
vwretd   -6.974112
SMB      -0.017883
HML      -0.106582
dtype: float64, 87418: const    -0.005972
vwretd    1.662034
SMB       0.020202
HML      -0.001750
dtype: float64, 87419: const     0.003819
vwretd    1.405160
SMB       0.016244
HML      -0.009526
dtype: float64, 87420: const     0.067644
vwretd    1.312376
SMB       0.007242
HML      -0.048544
dtype: float64, 87421: const     0.009826
vwretd    0.300904
SMB       0.009422
HML       0.005645
dtype: float64, 87422: const     0.011209
vwretd    1.282437
SMB      -0.005007
HML      -0.021217
dtype: float64, 87423: const    -0.063164
vwretd    0.789758
SMB       0.024536
HML       0.004205
dtype: float64, 87424: const    -0.018863
vwretd    1.030646
SMB       0.015002
HML       0.002381
dtype: float64, 87425: const     0.000779
vwretd    1.426167
SMB      -0.002146
HML      -0.014238
dtype: float64, 87426: const     0.004714
vwretd    1.170147
SMB       0.009636
HML       0.009095
dtype: float64, 87427: const     0.021982
vwretd   -0.028087
SMB       0.021464
HML      -0.018782
dtype: float64, 87428: const    -0.375447
vwretd    3.138970
SMB       0.062858
HML       0.030997
dtype: float64, 87429: const    -0.013486
vwretd    2.176714
SMB       0.024932
HML       0.010432
dtype: float64, 87430: const    -0.007257
vwretd    1.499360
SMB       0.011300
HML      -0.006424
dtype: float64, 87432: const     0.001405
vwretd    1.454332
SMB       0.003494
HML      -0.003724
dtype: float64, 87433: const     0.007152
vwretd    0.690915
SMB       0.002047
HML      -0.005529
dtype: float64, 87434: const     0.011832
vwretd    0.360680
SMB       0.018241
HML       0.001668
dtype: float64, 87435: const     0.005956
vwretd    0.003698
SMB       0.000102
HML       0.000113
dtype: float64, 87436: const     0.008282
vwretd    3.521062
SMB      -0.009950
HML      -0.001539
dtype: float64, 87437: const     0.021920
vwretd    0.399254
SMB       0.007797
HML       0.003332
dtype: float64, 87438: const     0.004416
vwretd    0.594310
SMB       0.001346
HML       0.003425
dtype: float64, 87439: const     0.007195
vwretd    1.171508
SMB       0.016568
HML      -0.000661
dtype: float64, 87440: const     0.094111
vwretd   -7.843362
SMB       0.021404
HML       0.037087
dtype: float64, 87441: const     0.025790
vwretd   -0.034309
SMB       0.020020
HML      -0.003592
dtype: float64, 87442: const    -0.116986
vwretd   -5.846146
SMB      -0.163840
HML      -0.177228
dtype: float64, 87443: const    -0.004643
vwretd    0.592647
SMB       0.001424
HML       0.001216
dtype: float64, 87444: const     0.005618
vwretd    0.482526
SMB       0.002695
HML       0.001086
dtype: float64, 87445: const     0.008721
vwretd    0.939238
SMB       0.001982
HML       0.005748
dtype: float64, 87446: const    -0.027170
vwretd    2.285214
SMB       0.007882
HML       0.003999
dtype: float64, 87447: const     0.003062
vwretd    0.794245
SMB      -0.001472
HML       0.001430
dtype: float64, 87448: const    -0.011756
vwretd    1.352920
SMB       0.009899
HML      -0.007616
dtype: float64, 87449: const     0.017045
vwretd    0.773778
SMB       0.003283
HML       0.003550
dtype: float64, 87450: const     0.015618
vwretd    3.616937
SMB       0.012994
HML       0.003874
dtype: float64, 87451: const    -0.002738
vwretd    0.942358
SMB       0.015323
HML      -0.000993
dtype: float64, 87452: const    -0.079697
vwretd    2.036825
SMB       0.017196
HML      -0.004473
dtype: float64, 87454: const    -0.340203
vwretd    2.099452
SMB       0.108074
HML       0.050991
dtype: float64, 87455: const     0.027499
vwretd    2.359410
SMB      -0.005970
HML      -0.014647
dtype: float64, 87456: const     0.054524
vwretd    3.121150
SMB       0.000720
HML       0.005948
dtype: float64, 87457: const    -0.039772
vwretd    2.481083
SMB       0.013982
HML       0.009514
dtype: float64, 87458: const    -0.009320
vwretd    1.566182
SMB       0.005377
HML       0.003382
dtype: float64, 87459: const     0.010802
vwretd    0.941059
SMB       0.004302
HML      -0.018430
dtype: float64, 87460: const    -0.020583
vwretd    1.390257
SMB      -0.005571
HML       0.022818
dtype: float64, 87462: const    -0.014064
vwretd    3.070679
SMB       0.027698
HML      -0.007195
dtype: float64, 87463: const    -0.014973
vwretd    0.571192
SMB       0.041632
HML      -0.037903
dtype: float64, 87464: const    -0.002166
vwretd    1.745625
SMB       0.005414
HML       0.013294
dtype: float64, 87465: const    -0.030450
vwretd    0.364794
SMB       0.021374
HML       0.000529
dtype: float64, 87466: const     0.010438
vwretd    0.081129
SMB       0.003088
HML       0.006028
dtype: float64, 87467: const    -0.023207
vwretd    2.801903
SMB      -0.001424
HML       0.018297
dtype: float64, 87468: const    -0.143656
vwretd   -0.836530
SMB       0.016760
HML       0.021716
dtype: float64, 87469: const    -0.025074
vwretd    0.127327
SMB       0.003191
HML      -0.008554
dtype: float64, 87470: const     0.044274
vwretd   -0.369087
SMB       0.004910
HML      -0.005560
dtype: float64, 87471: const     0.004141
vwretd    0.725909
SMB       0.008262
HML       0.005769
dtype: float64, 87472: const    -0.011594
vwretd   -0.634075
SMB       0.037074
HML      -0.006457
dtype: float64, 87473: const     0.064461
vwretd    2.052751
SMB       0.003649
HML      -0.023582
dtype: float64, 87474: const     0.014584
vwretd    0.583138
SMB       0.068054
HML      -0.043016
dtype: float64, 87476: const     0.003934
vwretd    0.572026
SMB       0.004280
HML       0.006671
dtype: float64, 87477: const    -0.016217
vwretd   -0.554980
SMB      -0.010468
HML      -0.013214
dtype: float64, 87478: const     0.000355
vwretd    1.329830
SMB       0.013121
HML      -0.005413
dtype: float64, 87479: const    -0.050603
vwretd    3.325909
SMB       0.015691
HML      -0.008175
dtype: float64, 87480: const    -0.198453
vwretd   -2.493568
SMB       0.057760
HML      -0.008320
dtype: float64, 87482: const     0.001451
vwretd    0.202626
SMB       0.016434
HML      -0.005149
dtype: float64, 87483: const     0.016753
vwretd    1.752620
SMB       0.000281
HML      -0.002218
dtype: float64, 87484: const     0.024067
vwretd    0.115445
SMB       0.027656
HML      -0.014231
dtype: float64, 87485: const     0.045821
vwretd    0.730870
SMB      -0.004883
HML      -0.031243
dtype: float64, 87486: const    -0.209899
vwretd   -1.707794
SMB       0.164335
HML       0.062094
dtype: float64, 87487: const    -0.004725
vwretd    1.619786
SMB       0.007174
HML       0.001547
dtype: float64, 87488: const     0.004209
vwretd    0.384229
SMB       0.003802
HML       0.004638
dtype: float64, 87489: const    -0.000225
vwretd    3.065560
SMB       0.013317
HML      -0.005986
dtype: float64, 87490: const    -0.354348
vwretd    2.295209
SMB       0.070903
HML       0.085085
dtype: float64, 87491: const     0.051110
vwretd    5.848905
SMB       0.053477
HML       0.007308
dtype: float64, 87492: const     0.025096
vwretd    0.312851
SMB       0.016558
HML      -0.001473
dtype: float64, 87493: const     0.010327
vwretd    0.662338
SMB       0.012636
HML       0.009803
dtype: float64, 87494: const    -0.002291
vwretd    1.347618
SMB       0.007095
HML       0.008119
dtype: float64, 87495: const    -0.006194
vwretd    0.747386
SMB       0.028176
HML       0.003901
dtype: float64, 87496: const    -0.004036
vwretd    0.989741
SMB       0.012233
HML      -0.003884
dtype: float64, 87497: const     0.136046
vwretd   -4.301246
SMB       0.045420
HML      -0.073249
dtype: float64, 87498: const     0.002635
vwretd    2.017545
SMB       0.011631
HML      -0.013691
dtype: float64, 87499: const    -0.003984
vwretd    0.926557
SMB       0.005840
HML      -0.005977
dtype: float64, 87500: const     0.068785
vwretd    1.427991
SMB       0.024306
HML      -0.007860
dtype: float64, 87501: const     0.002415
vwretd    1.076981
SMB       0.003643
HML       0.010622
dtype: float64, 87502: const    -0.061881
vwretd    0.964466
SMB      -0.017247
HML      -0.019979
dtype: float64, 87503: const      0.668166
vwretd   -10.813056
SMB        0.264694
HML       -0.038620
dtype: float64, 87504: const    -0.008055
vwretd    2.644802
SMB      -0.008518
HML      -0.016948
dtype: float64, 87505: const     0.007542
vwretd    0.205983
SMB       0.007151
HML       0.003309
dtype: float64, 87506: const    -0.034763
vwretd    0.736805
SMB       0.003672
HML       0.010680
dtype: float64, 87507: const    -0.004904
vwretd    0.887857
SMB       0.018659
HML      -0.001357
dtype: float64, 87508: const    -0.003072
vwretd    2.039727
SMB       0.002821
HML      -0.010389
dtype: float64, 87510: const     0.005971
vwretd    1.315683
SMB       0.014320
HML      -0.003963
dtype: float64, 87511: const    -0.008025
vwretd    0.424247
SMB       0.006360
HML       0.003009
dtype: float64, 87512: const     0.079188
vwretd    4.728339
SMB       0.010184
HML      -0.004030
dtype: float64, 87513: const     0.012306
vwretd    1.921648
SMB       0.010183
HML      -0.000421
dtype: float64, 87514: const     0.008757
vwretd    1.420709
SMB      -0.006391
HML       0.004392
dtype: float64, 87515: const     0.017429
vwretd    1.582365
SMB       0.011346
HML       0.003380
dtype: float64, 87516: const    -0.739131
vwretd    7.624472
SMB      -0.143349
HML       0.058034
dtype: float64, 87517: const      1.442970
vwretd   -16.349254
SMB        0.268916
HML       -0.241409
dtype: float64, 87518: const    -0.056525
vwretd    2.404325
SMB       0.005314
HML       0.001629
dtype: float64, 87519: const    -0.209225
vwretd    4.176080
SMB       0.002592
HML       0.017244
dtype: float64, 87520: const     0.013559
vwretd    2.465527
SMB       0.021247
HML       0.006320
dtype: float64, 87521: const     0.031444
vwretd    1.037185
SMB       0.007959
HML      -0.002318
dtype: float64, 87522: const    -0.038987
vwretd    0.897808
SMB       0.015441
HML       0.014399
dtype: float64, 87523: const     0.038818
vwretd    2.300381
SMB       0.016022
HML      -0.034237
dtype: float64, 87524: const    -0.041012
vwretd    3.265254
SMB       0.011295
HML      -0.002293
dtype: float64, 87525: const     0.004932
vwretd    0.688683
SMB       0.001508
HML       0.004236
dtype: float64, 87526: const     0.159704
vwretd    2.672680
SMB      -0.014668
HML      -0.045321
dtype: float64, 87527: const    -0.168734
vwretd    1.411670
SMB       0.048772
HML       0.021347
dtype: float64, 87529: const     0.014325
vwretd    0.872458
SMB       0.002960
HML       0.000341
dtype: float64, 87531: const    -0.001249
vwretd    1.506077
SMB       0.002597
HML       0.000035
dtype: float64, 87532: const    -0.001207
vwretd    0.689133
SMB       0.008389
HML       0.004903
dtype: float64, 87533: const     0.010576
vwretd    0.330273
SMB       0.002670
HML       0.000917
dtype: float64, 87534: const    -0.231327
vwretd    9.185506
SMB       0.199643
HML       0.097143
dtype: float64, 87535: const     0.143189
vwretd   -2.577926
SMB       0.047966
HML      -0.066861
dtype: float64, 87536: const     0.004844
vwretd    0.724262
SMB      -0.001603
HML       0.010385
dtype: float64, 87538: const     0.024263
vwretd    0.924132
SMB       0.022471
HML      -0.002361
dtype: float64, 87539: const     0.017194
vwretd    0.844396
SMB       0.008769
HML       0.002592
dtype: float64, 87540: const     0.000317
vwretd    0.998117
SMB       0.001536
HML      -0.003113
dtype: float64, 87541: const     0.007501
vwretd    1.012326
SMB      -0.000344
HML       0.003884
dtype: float64, 87549: const     0.011111
vwretd    0.378870
SMB       0.013431
HML      -0.013107
dtype: float64, 87557: const     0.006232
vwretd    0.684120
SMB       0.013261
HML      -0.007487
dtype: float64, 87558: const      0.523732
vwretd   -13.166437
SMB        0.081038
HML       -0.145619
dtype: float64, 87559: const     0.086521
vwretd    1.389460
SMB       0.014665
HML      -0.002463
dtype: float64, 87560: const    -0.147223
vwretd    3.622190
SMB       0.029874
HML      -0.006114
dtype: float64, 87561: const     0.205277
vwretd    2.870614
SMB      -0.018897
HML      -0.053477
dtype: float64, 87562: const    -0.011549
vwretd    2.365422
SMB       0.002497
HML       0.000843
dtype: float64, 87563: const    -0.082051
vwretd    2.035862
SMB       0.026812
HML       0.008579
dtype: float64, 87564: const    -0.005410
vwretd    0.822456
SMB       0.017647
HML      -0.008151
dtype: float64, 87565: const     0.058596
vwretd    2.450993
SMB       0.082934
HML       0.031928
dtype: float64, 87567: const     0.019870
vwretd    1.391839
SMB      -0.005674
HML      -0.025191
dtype: float64, 87568: const     0.002006
vwretd    1.759495
SMB       0.010845
HML      -0.008441
dtype: float64, 87569: const    -0.032710
vwretd    3.220742
SMB      -0.000244
HML      -0.004400
dtype: float64, 87571: const     0.009749
vwretd    1.376571
SMB       0.019422
HML      -0.002879
dtype: float64, 87572: const    -0.006297
vwretd    1.735746
SMB       0.010599
HML      -0.001041
dtype: float64, 87573: const    -0.007555
vwretd    1.250777
SMB       0.031104
HML       0.014996
dtype: float64, 87574: const    -0.002316
vwretd    0.772066
SMB       0.019610
HML      -0.003851
dtype: float64, 87575: const     0.017313
vwretd    0.292003
SMB      -0.001946
HML       0.000767
dtype: float64, 87576: const     0.015889
vwretd    2.380510
SMB       0.010707
HML      -0.004204
dtype: float64, 87577: const     0.070109
vwretd    2.569115
SMB       0.030111
HML      -0.037269
dtype: float64, 87578: const     0.027133
vwretd    0.441344
SMB       0.002919
HML       0.002042
dtype: float64, 87579: const    -0.046252
vwretd    2.076762
SMB       0.023499
HML      -0.013119
dtype: float64, 87580: const    -0.006299
vwretd    2.342814
SMB       0.006084
HML       0.003346
dtype: float64, 87581: const     0.022373
vwretd    0.081300
SMB       0.005144
HML       0.004941
dtype: float64, 87582: const    -0.066415
vwretd   -0.323218
SMB       0.023023
HML       0.006766
dtype: float64, 87583: const    -0.001136
vwretd    1.372829
SMB       0.017365
HML      -0.006954
dtype: float64, 87584: const     0.006179
vwretd    2.568028
SMB      -0.008117
HML      -0.002601
dtype: float64, 87585: const     0.025642
vwretd    3.775067
SMB       0.008396
HML      -0.012039
dtype: float64, 87586: const    -0.013870
vwretd    2.056221
SMB       0.014269
HML      -0.001377
dtype: float64, 87587: const     0.050185
vwretd    1.885261
SMB       0.007897
HML      -0.014525
dtype: float64, 87588: const     0.014358
vwretd    3.458505
SMB       0.031933
HML      -0.021720
dtype: float64, 87589: const    -0.006200
vwretd    1.231208
SMB       0.016563
HML       0.006231
dtype: float64, 87590: const     0.023676
vwretd   -3.117647
SMB       0.110172
HML       0.004225
dtype: float64, 87591: const     0.248827
vwretd    0.960118
SMB      -0.037728
HML      -0.076737
dtype: float64, 87592: const    -0.064079
vwretd    1.338026
SMB       0.025844
HML      -0.014835
dtype: float64, 87593: const    -0.024890
vwretd    0.674344
SMB       0.009239
HML      -0.034528
dtype: float64, 87595: const    -0.004437
vwretd    1.931753
SMB       0.018864
HML      -0.000744
dtype: float64, 87596: const     0.004128
vwretd    4.940043
SMB       0.030177
HML       0.021404
dtype: float64, 87597: const     0.087409
vwretd    2.058851
SMB      -0.025945
HML      -0.030846
dtype: float64, 87598: const    -0.027122
vwretd    2.100784
SMB       0.009411
HML       0.004281
dtype: float64, 87599: const     0.031817
vwretd    2.380733
SMB      -0.026296
HML      -0.001910
dtype: float64, 87600: const     0.021628
vwretd    0.936805
SMB       0.018707
HML      -0.015164
dtype: float64, 87601: const    -0.006542
vwretd    1.352471
SMB       0.005953
HML      -0.014306
dtype: float64, 87602: const    -0.007711
vwretd    1.354747
SMB       0.008626
HML      -0.007520
dtype: float64, 87603: const    -0.001172
vwretd   -0.103682
SMB       0.014100
HML      -0.024123
dtype: float64, 87604: const    -0.005903
vwretd    1.134002
SMB       0.038832
HML      -0.005900
dtype: float64, 87605: const    -0.077355
vwretd    0.762652
SMB       0.024666
HML      -0.004364
dtype: float64, 87606: const     0.062665
vwretd    0.326117
SMB       0.017299
HML      -0.023278
dtype: float64, 87607: const     0.033467
vwretd    3.756471
SMB      -0.026301
HML      -0.020249
dtype: float64, 87608: const    -0.001998
vwretd    0.874943
SMB       0.015929
HML      -0.007404
dtype: float64, 87609: const     0.166228
vwretd   -3.557945
SMB       0.002506
HML      -0.059785
dtype: float64, 87610: const    -0.190247
vwretd   -1.583618
SMB       0.067472
HML      -0.005122
dtype: float64, 87611: const    -0.003840
vwretd    1.858514
SMB       0.001261
HML      -0.012368
dtype: float64, 87612: const     0.000192
vwretd    1.509563
SMB       0.008052
HML      -0.010444
dtype: float64, 87614: const     0.002015
vwretd    0.684335
SMB       0.011200
HML       0.006809
dtype: float64, 87615: const     0.089806
vwretd    3.941387
SMB       0.010712
HML       0.018591
dtype: float64, 87616: const     0.104273
vwretd    0.615994
SMB      -0.009511
HML      -0.046407
dtype: float64, 87617: const     0.005668
vwretd    0.272000
SMB       0.030431
HML      -0.013259
dtype: float64, 87618: const    -0.001107
vwretd    1.413858
SMB       0.013219
HML       0.003171
dtype: float64, 87619: const    -0.032742
vwretd    0.941626
SMB       0.008713
HML      -0.002297
dtype: float64, 87621: const     0.050852
vwretd    4.639501
SMB      -0.017524
HML      -0.013543
dtype: float64, 87622: const     0.055731
vwretd   -1.778935
SMB      -0.006913
HML      -0.036122
dtype: float64, 87623: const     0.037295
vwretd    2.624508
SMB      -0.018956
HML      -0.006731
dtype: float64, 87624: const    -0.030556
vwretd   -0.999098
SMB       0.036936
HML      -0.038477
dtype: float64, 87625: const     0.005013
vwretd    1.015783
SMB       0.012198
HML      -0.004473
dtype: float64, 87626: const     0.003187
vwretd   -3.314535
SMB       0.073276
HML      -0.030137
dtype: float64, 87627: const     0.067295
vwretd    1.910784
SMB       0.021921
HML      -0.005536
dtype: float64, 87628: const    -0.042817
vwretd    2.473587
SMB      -0.003912
HML       0.012783
dtype: float64, 87629: const    -0.099939
vwretd    1.886280
SMB       0.028409
HML       0.006340
dtype: float64, 87630: const     0.018905
vwretd    2.041169
SMB       0.000535
HML       0.010567
dtype: float64, 87631: const    -0.065592
vwretd    3.984562
SMB       0.017932
HML       0.013279
dtype: float64, 87632: const     0.006402
vwretd    1.417101
SMB       0.012123
HML      -0.015849
dtype: float64, 87633: const     0.021138
vwretd    2.374956
SMB       0.028862
HML      -0.014568
dtype: float64, 87634: const    -0.040350
vwretd    1.454349
SMB       0.034963
HML      -0.008461
dtype: float64, 87635: const     0.061168
vwretd   -0.475991
SMB       0.011145
HML      -0.002443
dtype: float64, 87636: const     0.073889
vwretd    1.693540
SMB       0.032000
HML      -0.001725
dtype: float64, 87637: const     0.011245
vwretd    0.755596
SMB       0.010194
HML       0.005411
dtype: float64, 87638: const    -0.047505
vwretd    0.880225
SMB       0.017654
HML      -0.007329
dtype: float64, 87639: const    -0.034190
vwretd    3.103647
SMB       0.049466
HML       0.012623
dtype: float64, 87640: const     0.037143
vwretd    1.374567
SMB      -0.010140
HML      -0.010877
dtype: float64, 87641: const     0.065410
vwretd    2.171741
SMB      -0.031191
HML      -0.015252
dtype: float64, 87642: const    -0.033615
vwretd    0.219456
SMB       0.021803
HML      -0.025260
dtype: float64, 87643: const    -0.066174
vwretd   -0.352075
SMB       0.022823
HML      -0.016983
dtype: float64, 87644: const    -0.014488
vwretd    3.180541
SMB       0.004598
HML      -0.002420
dtype: float64, 87645: const    -0.017888
vwretd    1.519063
SMB       0.019758
HML      -0.002254
dtype: float64, 87646: const     0.020419
vwretd    2.323441
SMB       0.002609
HML      -0.003652
dtype: float64, 87647: const    -0.026694
vwretd    0.332332
SMB       0.026848
HML       0.000245
dtype: float64, 87648: const    -0.026093
vwretd    2.547249
SMB       0.016596
HML       0.030627
dtype: float64, 87649: const     0.001783
vwretd    2.091937
SMB       0.024963
HML      -0.004017
dtype: float64, 87650: const    -0.028671
vwretd    1.457151
SMB       0.011462
HML      -0.015553
dtype: float64, 87651: const    -0.019596
vwretd    0.486539
SMB      -0.001445
HML      -0.012316
dtype: float64, 87652: const     0.004428
vwretd    0.279628
SMB       0.006527
HML      -0.000319
dtype: float64, 87653: const     0.014290
vwretd    0.563045
SMB       0.016757
HML       0.005184
dtype: float64, 87654: const     0.194580
vwretd   -6.770144
SMB       0.034173
HML      -0.098258
dtype: float64, 87656: const    -0.021588
vwretd    1.220531
SMB       0.018157
HML      -0.004415
dtype: float64, 87657: const     0.015692
vwretd    0.554694
SMB       0.002094
HML      -0.003125
dtype: float64, 87658: const    -0.004187
vwretd    1.512938
SMB       0.015957
HML      -0.008501
dtype: float64, 87659: const     0.001483
vwretd    0.840431
SMB       0.003506
HML       0.004557
dtype: float64, 87660: const     0.009456
vwretd    1.561669
SMB       0.012312
HML       0.004949
dtype: float64, 87661: const     0.014910
vwretd    0.447639
SMB       0.006393
HML      -0.001450
dtype: float64, 87662: const     0.011128
vwretd    1.476860
SMB       0.001494
HML       0.004120
dtype: float64, 87663: const     0.002316
vwretd    0.155935
SMB       0.003060
HML       0.005679
dtype: float64, 87664: const    -0.009316
vwretd    2.939365
SMB      -0.004480
HML       0.002439
dtype: float64, 87665: const     0.017913
vwretd    0.593119
SMB       0.003441
HML      -0.043044
dtype: float64, 87666: const     0.000735
vwretd    1.156210
SMB       0.000666
HML       0.005549
dtype: float64, 87667: const    -0.024958
vwretd    3.255345
SMB       0.004901
HML      -0.019834
dtype: float64, 87668: const    -0.060389
vwretd    0.199900
SMB       0.019988
HML      -0.034513
dtype: float64, 87680: const     0.009545
vwretd    0.737057
SMB       0.007707
HML       0.003626
dtype: float64, 87696: const     0.003022
vwretd    1.118006
SMB       0.012653
HML      -0.004791
dtype: float64, 87709: const    -0.057578
vwretd    1.844332
SMB      -0.028629
HML       0.004411
dtype: float64, 87717: const     0.008882
vwretd    0.986317
SMB       0.001739
HML       0.000088
dtype: float64, 87725: const    -0.002692
vwretd    1.233610
SMB       0.011610
HML       0.004984
dtype: float64, 87733: const     0.009544
vwretd    0.943769
SMB       0.009892
HML       0.007177
dtype: float64, 87748: const     0.008250
vwretd    1.416714
SMB       0.007870
HML      -0.021652
dtype: float64, 87749: const     0.042601
vwretd    0.780952
SMB       0.001932
HML      -0.027714
dtype: float64, 87750: const    -0.001639
vwretd    0.440519
SMB       0.008989
HML       0.001693
dtype: float64, 87751: const    -0.064844
vwretd    0.484884
SMB       0.030499
HML       0.009271
dtype: float64, 87752: const     0.008063
vwretd    1.734311
SMB       0.018948
HML      -0.012396
dtype: float64, 87753: const    -0.005682
vwretd    1.937202
SMB       0.015826
HML      -0.006004
dtype: float64, 87755: const    -0.012593
vwretd    1.255952
SMB       0.017105
HML      -0.018229
dtype: float64, 87756: const     0.002645
vwretd    3.217863
SMB       0.013893
HML      -0.013295
dtype: float64, 87757: const    -0.105718
vwretd   -0.538840
SMB       0.013919
HML      -0.011548
dtype: float64, 87758: const     0.055536
vwretd   -0.135931
SMB       0.042495
HML      -0.049885
dtype: float64, 87759: const     0.001013
vwretd    0.674439
SMB       0.010714
HML      -0.004722
dtype: float64, 87760: const      0.901218
vwretd   -18.752007
SMB        0.265627
HML       -0.354442
dtype: float64, 87761: const     0.041465
vwretd    0.884071
SMB       0.017565
HML      -0.002130
dtype: float64, 87762: const     0.005736
vwretd    1.710590
SMB       0.009321
HML      -0.008264
dtype: float64, 87763: const     0.008287
vwretd    2.109556
SMB       0.018123
HML      -0.005646
dtype: float64, 87764: const     0.081886
vwretd   -3.212592
SMB       0.028472
HML      -0.058878
dtype: float64, 87765: const     0.120386
vwretd    1.484021
SMB      -0.042862
HML      -0.039689
dtype: float64, 87766: const     0.056104
vwretd   -2.894430
SMB       0.033880
HML      -0.068291
dtype: float64, 87767: const     0.006041
vwretd    0.576854
SMB       0.012222
HML      -0.015709
dtype: float64, 87768: const     0.001926
vwretd    1.289499
SMB       0.005025
HML      -0.004997
dtype: float64, 87769: const    -0.011553
vwretd    1.666090
SMB       0.026488
HML       0.001352
dtype: float64, 87770: const    -0.000104
vwretd    0.182055
SMB       0.030744
HML      -0.035008
dtype: float64, 87771: const     0.010195
vwretd    0.397473
SMB       0.010187
HML       0.011562
dtype: float64, 87772: const    -0.146740
vwretd    4.231406
SMB       0.026319
HML       0.013682
dtype: float64, 87773: const     0.012021
vwretd    1.761020
SMB       0.004424
HML      -0.006909
dtype: float64, 87774: const     0.027059
vwretd    0.127075
SMB       0.003290
HML      -0.003615
dtype: float64, 87776: const    -0.034182
vwretd    0.536653
SMB      -0.004465
HML       0.024333
dtype: float64, 87777: const     0.004504
vwretd    1.450209
SMB       0.009078
HML      -0.001807
dtype: float64, 87778: const    -0.096158
vwretd   -0.123802
SMB       0.017812
HML      -0.026951
dtype: float64, 87779: const     0.024576
vwretd    0.525895
SMB       0.003969
HML      -0.032355
dtype: float64, 87780: const     0.065085
vwretd   -3.422444
SMB       0.107699
HML      -0.054464
dtype: float64, 87782: const     0.024191
vwretd    0.550473
SMB       0.008005
HML      -0.017060
dtype: float64, 87783: const    -0.084223
vwretd    0.871605
SMB       0.011821
HML      -0.016437
dtype: float64, 87784: const     0.020417
vwretd    1.956493
SMB       0.023808
HML       0.037323
dtype: float64, 87785: const     0.021626
vwretd    1.951209
SMB       0.004857
HML       0.001815
dtype: float64, 87786: const    -0.008832
vwretd    0.789193
SMB       0.001834
HML       0.001050
dtype: float64, 87787: const     0.027890
vwretd    0.655139
SMB      -0.002611
HML      -0.014215
dtype: float64, 87788: const     0.013934
vwretd    1.401654
SMB       0.026150
HML       0.000690
dtype: float64, 87789: const     0.002107
vwretd    0.492700
SMB       0.009751
HML      -0.002151
dtype: float64, 87790: const     0.032634
vwretd    1.870983
SMB       0.039364
HML      -0.034462
dtype: float64, 87791: const     0.001045
vwretd    1.693958
SMB       0.006100
HML       0.000621
dtype: float64, 87792: const    -0.010722
vwretd   -0.411857
SMB      -0.052553
HML      -0.044483
dtype: float64, 87793: const    -0.003894
vwretd    2.466350
SMB       0.029572
HML      -0.009024
dtype: float64, 87794: const     0.001546
vwretd    4.053999
SMB       0.022784
HML       0.023818
dtype: float64, 87795: const     0.047984
vwretd    0.631004
SMB      -0.011404
HML       0.003184
dtype: float64, 87796: const    -0.054693
vwretd    1.116174
SMB       0.038177
HML      -0.012649
dtype: float64, 87797: const     0.006020
vwretd    1.149646
SMB       0.006696
HML      -0.017388
dtype: float64, 87798: const     0.001406
vwretd    1.028478
SMB       0.001571
HML       0.010455
dtype: float64, 87799: const    -0.056942
vwretd    1.577024
SMB       0.009089
HML       0.000340
dtype: float64, 87800: const     0.003873
vwretd    0.957141
SMB       0.036842
HML      -0.023635
dtype: float64, 87801: const    -0.005839
vwretd    1.238967
SMB      -0.007520
HML       0.008798
dtype: float64, 87802: const     0.585380
vwretd   -9.232737
SMB       0.079459
HML      -0.132732
dtype: float64, 87803: const     0.012566
vwretd    1.004307
SMB       0.013331
HML      -0.003092
dtype: float64, 87804: const    -0.025301
vwretd    2.213096
SMB       0.028257
HML       0.011260
dtype: float64, 87805: const     0.021244
vwretd    0.337044
SMB       0.001859
HML      -0.012641
dtype: float64, 87806: const     0.001088
vwretd    1.153675
SMB       0.012249
HML       0.001956
dtype: float64, 87807: const     0.009434
vwretd    2.237392
SMB       0.003956
HML       0.000756
dtype: float64, 87808: const     0.002617
vwretd    1.112026
SMB       0.007337
HML      -0.008377
dtype: float64, 87809: const     0.017420
vwretd    0.276857
SMB       0.008339
HML       0.002548
dtype: float64, 87810: const     0.011114
vwretd    1.469200
SMB       0.014343
HML      -0.001381
dtype: float64, 87811: const    -0.026657
vwretd    0.855271
SMB      -0.009307
HML       0.003974
dtype: float64, 87812: const     0.004084
vwretd    1.091570
SMB       0.017441
HML      -0.006265
dtype: float64, 87813: const    -0.041100
vwretd    0.506221
SMB      -0.003071
HML       0.003660
dtype: float64, 87814: const    -0.023615
vwretd    0.820126
SMB       0.010721
HML      -0.002192
dtype: float64, 87815: const     0.108562
vwretd    3.502114
SMB       0.008201
HML      -0.008106
dtype: float64, 87816: const     0.006810
vwretd    1.183801
SMB       0.023926
HML       0.007916
dtype: float64, 87817: const     0.040481
vwretd    1.723078
SMB       0.035218
HML      -0.012167
dtype: float64, 87818: const     0.107297
vwretd    6.837059
SMB      -0.038893
HML      -0.008389
dtype: float64, 87819: const    -0.108708
vwretd    2.039528
SMB       0.036648
HML       0.021035
dtype: float64, 87820: const     0.017827
vwretd    0.806481
SMB       0.017235
HML      -0.007408
dtype: float64, 87821: const     0.020926
vwretd    0.827656
SMB       0.009993
HML       0.007633
dtype: float64, 87822: const     0.154412
vwretd    4.437826
SMB       0.008777
HML      -0.007133
dtype: float64, 87823: const     0.004267
vwretd    1.376224
SMB       0.035534
HML      -0.047743
dtype: float64, 87824: const    -0.050406
vwretd   -9.353118
SMB       0.167173
HML      -0.023162
dtype: float64, 87825: const    -0.012862
vwretd    1.291293
SMB       0.013869
HML      -0.002641
dtype: float64, 87826: const     0.026910
vwretd    4.482811
SMB      -0.000195
HML      -0.025357
dtype: float64, 87827: const     0.008105
vwretd    1.150981
SMB       0.022394
HML      -0.005327
dtype: float64, 87828: const     0.020098
vwretd    0.845998
SMB       0.000777
HML      -0.010291
dtype: float64, 87830: const     0.003154
vwretd    1.451282
SMB       0.040081
HML      -0.005657
dtype: float64, 87831: const    -0.014921
vwretd    0.650293
SMB       0.024220
HML      -0.011000
dtype: float64, 87832: const     0.016467
vwretd    0.421186
SMB       0.008693
HML      -0.003429
dtype: float64, 87833: const    -0.016390
vwretd    1.727674
SMB      -0.007001
HML      -0.002240
dtype: float64, 87834: const    -0.671249
vwretd   -5.419067
SMB       0.173484
HML       0.027826
dtype: float64, 87835: const    -0.006857
vwretd    1.571402
SMB       0.002509
HML      -0.008763
dtype: float64, 87836: const     0.034343
vwretd    0.068828
SMB      -0.002980
HML      -0.003274
dtype: float64, 87837: const     0.014617
vwretd    1.742582
SMB       0.017786
HML       0.001656
dtype: float64, 87838: const    -0.036306
vwretd    1.885765
SMB       0.001164
HML       0.002706
dtype: float64, 87839: const    -0.086560
vwretd    0.873935
SMB       0.031780
HML       0.003720
dtype: float64, 87840: const     0.011421
vwretd    0.342992
SMB       0.005074
HML       0.003151
dtype: float64, 87841: const    -0.000694
vwretd    0.611188
SMB       0.005400
HML      -0.002593
dtype: float64, 87842: const    -0.000307
vwretd    1.213014
SMB       0.002074
HML       0.010630
dtype: float64, 87843: const    -0.011988
vwretd    0.562351
SMB       0.009473
HML       0.008230
dtype: float64, 87844: const     0.004689
vwretd    0.960793
SMB      -0.000724
HML       0.003729
dtype: float64, 87845: const     0.001136
vwretd    0.165357
SMB       0.036045
HML       0.005808
dtype: float64, 87856: const    -0.006145
vwretd    0.942885
SMB       0.010698
HML       0.006872
dtype: float64, 87864: const     0.005389
vwretd    0.375845
SMB       0.008254
HML       0.007164
dtype: float64, 87872: const     0.018478
vwretd    0.442339
SMB       0.006578
HML      -0.001909
dtype: float64, 87899: const     0.008952
vwretd    0.800863
SMB       0.004183
HML       0.001674
dtype: float64, 87901: const    -0.030424
vwretd    0.877397
SMB      -0.017642
HML      -0.000578
dtype: float64, 87920: const     0.017945
vwretd    0.134237
SMB       0.002607
HML       0.001379
dtype: float64, 87936: const     0.024202
vwretd    0.594532
SMB       0.021810
HML       0.013167
dtype: float64, 87944: const     0.030929
vwretd    0.734838
SMB       0.027288
HML       0.015888
dtype: float64, 87952: const     0.008886
vwretd    0.674120
SMB       0.006422
HML       0.008251
dtype: float64, 87979: const     0.001256
vwretd    0.389061
SMB       0.000286
HML       0.005412
dtype: float64, 87987: const     0.031713
vwretd    1.396837
SMB      -0.018751
HML       0.006951
dtype: float64, 87995: const     0.011690
vwretd    0.674460
SMB       0.008985
HML       0.001353
dtype: float64, 88007: const     0.009421
vwretd    0.723990
SMB       0.003302
HML       0.005581
dtype: float64, 88015: const     0.002994
vwretd    0.726037
SMB       0.005039
HML       0.009528
dtype: float64, 88023: const     0.005511
vwretd    0.351526
SMB       0.003739
HML       0.005141
dtype: float64, 88031: const     0.018164
vwretd    0.716983
SMB       0.004035
HML      -0.001093
dtype: float64, 88050: const     0.007617
vwretd    0.261938
SMB       0.004291
HML       0.010065
dtype: float64, 88066: const     0.015723
vwretd    1.490682
SMB       0.006357
HML      -0.005059
dtype: float64, 88074: const     0.017101
vwretd    1.385267
SMB       0.060777
HML       0.032661
dtype: float64, 88082: const    -0.104833
vwretd    0.945276
SMB      -0.001483
HML       0.006917
dtype: float64, 88103: const    -0.117035
vwretd    0.210256
SMB      -0.034749
HML      -0.001902
dtype: float64, 88111: const     0.009482
vwretd    0.584589
SMB       0.005949
HML      -0.000317
dtype: float64, 88130: const     0.008537
vwretd    0.748664
SMB       0.001735
HML       0.001693
dtype: float64, 88146: const    -0.006578
vwretd    0.367292
SMB       0.009714
HML       0.001927
dtype: float64, 88148: const    -0.004052
vwretd    1.604189
SMB       0.009377
HML      -0.003738
dtype: float64, 88149: const    -0.019314
vwretd    3.080120
SMB       0.003178
HML      -0.014809
dtype: float64, 88150: const     0.001767
vwretd    1.670490
SMB      -0.000287
HML      -0.023604
dtype: float64, 88151: const    -0.071052
vwretd    5.755322
SMB       0.038504
HML       0.060646
dtype: float64, 88152: const     0.004413
vwretd    1.274638
SMB       0.007233
HML      -0.002414
dtype: float64, 88153: const    -0.015223
vwretd    1.549687
SMB       0.033623
HML       0.006902
dtype: float64, 88154: const     0.008559
vwretd    0.579573
SMB       0.005491
HML       0.005541
dtype: float64, 88155: const    -0.029613
vwretd    5.485681
SMB       0.002170
HML       0.006472
dtype: float64, 88156: const     0.021710
vwretd   -0.554061
SMB       0.007558
HML      -0.012375
dtype: float64, 88157: const     0.001846
vwretd    3.191326
SMB      -0.002711
HML      -0.017644
dtype: float64, 88158: const     0.055436
vwretd    1.634069
SMB       0.037255
HML      -0.004136
dtype: float64, 88159: const     0.004275
vwretd    1.550147
SMB       0.011450
HML      -0.006242
dtype: float64, 88160: const    -0.610696
vwretd    4.095368
SMB       0.145484
HML       0.070349
dtype: float64, 88161: const    -0.021006
vwretd    1.837833
SMB      -0.001762
HML      -0.008786
dtype: float64, 88162: const     0.008362
vwretd    1.241953
SMB       0.010440
HML       0.003550
dtype: float64, 88163: const     0.005824
vwretd    1.129543
SMB       0.033626
HML      -0.001197
dtype: float64, 88164: const    -0.475350
vwretd   -4.462731
SMB       0.209860
HML      -0.011765
dtype: float64, 88165: const     0.008568
vwretd    2.200057
SMB       0.031632
HML      -0.010895
dtype: float64, 88166: const     0.010019
vwretd    1.343507
SMB       0.004963
HML      -0.005175
dtype: float64, 88167: const     0.011610
vwretd    0.755034
SMB       0.011465
HML      -0.002650
dtype: float64, 88168: const    -0.007836
vwretd    0.347561
SMB      -0.001878
HML      -0.029775
dtype: float64, 88169: const     0.007489
vwretd    2.606670
SMB       0.000209
HML      -0.002173
dtype: float64, 88171: const    -0.187709
vwretd    1.064430
SMB       0.021142
HML      -0.021434
dtype: float64, 88172: const     0.004117
vwretd    1.120583
SMB       0.014545
HML       0.004969
dtype: float64, 88173: const    -0.006072
vwretd    1.177356
SMB       0.021450
HML      -0.000483
dtype: float64, 88174: const     0.016394
vwretd    1.381533
SMB       0.017551
HML      -0.014359
dtype: float64, 88175: const    -0.057765
vwretd    3.916140
SMB       0.009553
HML       0.001137
dtype: float64, 88176: const    -0.015738
vwretd    4.778030
SMB      -0.002780
HML       0.015778
dtype: float64, 88177: const    -0.008057
vwretd    1.484874
SMB       0.011938
HML      -0.006798
dtype: float64, 88178: const     0.107548
vwretd    3.259526
SMB       0.002948
HML      -0.019402
dtype: float64, 88179: const    -0.021815
vwretd    0.381150
SMB      -0.000459
HML      -0.003783
dtype: float64, 88180: const    -0.021803
vwretd    4.025091
SMB       0.010131
HML      -0.002029
dtype: float64, 88181: const     0.008873
vwretd    1.581935
SMB       0.009489
HML      -0.003672
dtype: float64, 88182: const     0.006296
vwretd    2.066810
SMB       0.011091
HML       0.000462
dtype: float64, 88183: const     0.005767
vwretd    0.094566
SMB       0.005348
HML       0.004975
dtype: float64, 88184: const    -0.311852
vwretd    4.001658
SMB       0.218530
HML       0.045491
dtype: float64, 88185: const     0.028891
vwretd   -2.341868
SMB       0.046041
HML      -0.019296
dtype: float64, 88186: const    -0.004529
vwretd    1.735311
SMB       0.012473
HML      -0.000165
dtype: float64, 88187: const     0.042067
vwretd    2.063131
SMB      -0.001763
HML      -0.004545
dtype: float64, 88188: const     0.035702
vwretd    0.043436
SMB       0.001265
HML       0.001711
dtype: float64, 88189: const     0.011036
vwretd    0.259048
SMB       0.006210
HML       0.013412
dtype: float64, 88190: const    -0.033020
vwretd    1.654836
SMB       0.012334
HML       0.008270
dtype: float64, 88191: const    -0.031778
vwretd    1.636430
SMB       0.032845
HML      -0.015528
dtype: float64, 88192: const    -0.025882
vwretd    0.083482
SMB       0.005024
HML       0.005120
dtype: float64, 88193: const    -0.001643
vwretd    2.020260
SMB       0.007927
HML      -0.008750
dtype: float64, 88194: const    -0.002160
vwretd    4.873476
SMB      -0.031373
HML       0.012848
dtype: float64, 88195: const     0.002084
vwretd    1.810309
SMB       0.014384
HML      -0.011751
dtype: float64, 88196: const     0.009005
vwretd    1.395156
SMB       0.008911
HML      -0.009542
dtype: float64, 88197: const     0.001203
vwretd    0.715978
SMB       0.000755
HML       0.008424
dtype: float64, 88198: const     0.016493
vwretd    2.646636
SMB       0.048551
HML      -0.018921
dtype: float64, 88199: const     0.006684
vwretd    0.827054
SMB       0.009206
HML      -0.010169
dtype: float64, 88200: const     0.048075
vwretd    0.755623
SMB       0.002728
HML       0.001413
dtype: float64, 88201: const    -0.601643
vwretd    4.862795
SMB       0.110043
HML       0.068707
dtype: float64, 88202: const    -0.014521
vwretd    1.465560
SMB       0.018968
HML      -0.012364
dtype: float64, 88203: const     0.008329
vwretd    1.370043
SMB       0.012504
HML      -0.004372
dtype: float64, 88204: const    -0.008177
vwretd    1.929474
SMB       0.015298
HML      -0.020162
dtype: float64, 88205: const    -0.036636
vwretd    1.531686
SMB       0.012867
HML       0.002184
dtype: float64, 88206: const    -0.041096
vwretd    1.111013
SMB       0.018727
HML       0.000694
dtype: float64, 88207: const     0.009545
vwretd    1.491202
SMB       0.010413
HML      -0.002977
dtype: float64, 88208: const    -0.014593
vwretd    1.297511
SMB       0.025792
HML      -0.008655
dtype: float64, 88210: const    -0.084762
vwretd   -0.537399
SMB      -0.010607
HML       0.017793
dtype: float64, 88211: const     0.003983
vwretd    1.260041
SMB       0.002860
HML       0.001582
dtype: float64, 88213: const     0.009760
vwretd    0.374966
SMB      -0.001591
HML      -0.014957
dtype: float64, 88214: const     0.000674
vwretd    1.277547
SMB       0.003076
HML       0.000705
dtype: float64, 88215: const     0.000337
vwretd    0.983266
SMB      -0.001388
HML      -0.000033
dtype: float64, 88216: const     0.000717
vwretd    1.004173
SMB      -0.001864
HML      -0.002774
dtype: float64, 88217: const    -0.000438
vwretd    0.972963
SMB      -0.000866
HML       0.002965
dtype: float64, 88218: const     0.000846
vwretd    1.004358
SMB       0.003771
HML       0.001772
dtype: float64, 88219: const     0.000078
vwretd    0.935569
SMB      -0.000844
HML       0.003233
dtype: float64, 88220: const     0.000167
vwretd    1.069367
SMB      -0.001018
HML      -0.003505
dtype: float64, 88221: const     0.000241
vwretd    0.995696
SMB      -0.000951
HML      -0.000119
dtype: float64, 88222: const    -0.000783
vwretd    1.010774
SMB       0.008232
HML       0.001953
dtype: float64, 88223: const     0.000109
vwretd    1.003046
SMB      -0.000316
HML       0.000022
dtype: float64, 88224: const    -0.004461
vwretd    0.994665
SMB      -0.002656
HML      -0.000915
dtype: float64, 88225: const    -0.000116
vwretd    1.308625
SMB       0.000680
HML      -0.006328
dtype: float64, 88226: const     0.081588
vwretd    2.290736
SMB      -0.023008
HML      -0.062440
dtype: float64, 88227: const     0.010680
vwretd    2.491007
SMB       0.000833
HML      -0.014324
dtype: float64, 88228: const    -0.002213
vwretd    1.077438
SMB      -0.000841
HML       0.005647
dtype: float64, 88229: const     0.000783
vwretd    0.956465
SMB       0.007745
HML       0.003352
dtype: float64, 88230: const    -0.003135
vwretd    1.586860
SMB       0.001182
HML      -0.000479
dtype: float64, 88231: const     0.012714
vwretd    0.535490
SMB       0.029940
HML      -0.007645
dtype: float64, 88232: const    -0.066409
vwretd   -0.005630
SMB       0.006421
HML       0.009557
dtype: float64, 88233: const     0.004685
vwretd    0.489887
SMB      -0.003883
HML       0.000547
dtype: float64, 88234: const    -0.007572
vwretd    1.369505
SMB       0.026685
HML       0.004060
dtype: float64, 88235: const     0.022204
vwretd    1.414910
SMB       0.001870
HML       0.010576
dtype: float64, 88236: const    -0.003069
vwretd    1.510638
SMB       0.006455
HML      -0.008056
dtype: float64, 88237: const     0.000487
vwretd    1.073094
SMB       0.004799
HML       0.009407
dtype: float64, 88238: const     0.010896
vwretd    1.214381
SMB      -0.006739
HML      -0.020144
dtype: float64, 88239: const    -0.004796
vwretd    1.426359
SMB      -0.001570
HML       0.007527
dtype: float64, 88240: const    -0.018448
vwretd    1.333219
SMB       0.017577
HML       0.001137
dtype: float64, 88241: const     0.084877
vwretd   -0.170497
SMB       0.040076
HML      -0.054892
dtype: float64, 88242: const     0.001206
vwretd    0.429574
SMB       0.000894
HML       0.000897
dtype: float64, 88243: const    -0.037845
vwretd    2.351012
SMB       0.010192
HML      -0.008341
dtype: float64, 88244: const    -0.020352
vwretd    0.411431
SMB       0.014402
HML      -0.008555
dtype: float64, 88245: const    -0.043492
vwretd    4.645178
SMB      -0.022455
HML       0.006999
dtype: float64, 88246: const    -0.003978
vwretd    1.551218
SMB       0.006198
HML       0.007941
dtype: float64, 88247: const     0.087358
vwretd   -1.261553
SMB      -0.079752
HML      -0.046155
dtype: float64, 88248: const    -0.007317
vwretd    3.791970
SMB       0.011987
HML      -0.005201
dtype: float64, 88249: const     0.006817
vwretd    1.250911
SMB       0.020567
HML       0.026050
dtype: float64, 88250: const    -0.001706
vwretd    1.961407
SMB       0.008182
HML      -0.012419
dtype: float64, 88251: const    -0.200089
vwretd    2.345353
SMB       0.074271
HML       0.003437
dtype: float64, 88252: const    -0.269716
vwretd    2.445174
SMB       0.138645
HML       0.012604
dtype: float64, 88254: const    -0.001122
vwretd    2.321946
SMB       0.006572
HML      -0.010272
dtype: float64, 88255: const    -0.010027
vwretd    1.917396
SMB       0.022449
HML      -0.006954
dtype: float64, 88256: const    -0.033366
vwretd    1.584900
SMB       0.011897
HML      -0.018713
dtype: float64, 88257: const    -0.000356
vwretd    0.231429
SMB       0.003609
HML       0.006481
dtype: float64, 88258: const    -0.020756
vwretd    0.230327
SMB       0.018489
HML      -0.003491
dtype: float64, 88259: const     0.010821
vwretd    2.847251
SMB      -0.003662
HML      -0.015692
dtype: float64, 88260: const    -0.004841
vwretd    2.176433
SMB       0.004345
HML      -0.001572
dtype: float64, 88262: const     0.004973
vwretd    3.503834
SMB       0.017000
HML       0.002364
dtype: float64, 88263: const     0.006046
vwretd    1.602833
SMB       0.011505
HML       0.000845
dtype: float64, 88264: const    -0.003405
vwretd    2.205424
SMB       0.017147
HML      -0.008651
dtype: float64, 88265: const     0.285430
vwretd   -6.908917
SMB       0.162735
HML      -0.065616
dtype: float64, 88266: const     0.005086
vwretd    2.289851
SMB       0.002500
HML      -0.005234
dtype: float64, 88267: const     0.890770
vwretd   -6.559676
SMB      -0.170112
HML      -0.168805
dtype: float64, 88269: const     0.000915
vwretd    1.466662
SMB       0.009186
HML       0.000505
dtype: float64, 88270: const    -0.070598
vwretd    1.693535
SMB       0.045366
HML      -0.005707
dtype: float64, 88271: const     0.005918
vwretd    1.374485
SMB       0.007762
HML      -0.015814
dtype: float64, 88272: const    -0.399966
vwretd    0.469287
SMB       0.123253
HML      -0.017385
dtype: float64, 88273: const    -0.121639
vwretd    1.282305
SMB      -0.013624
HML      -0.009191
dtype: float64, 88274: const    -0.115975
vwretd    0.429072
SMB       0.007398
HML      -0.017630
dtype: float64, 88275: const     0.011134
vwretd    1.263475
SMB       0.013625
HML      -0.013131
dtype: float64, 88276: const    -0.083755
vwretd    1.275028
SMB       0.006932
HML       0.013517
dtype: float64, 88277: const    -0.008928
vwretd    2.219174
SMB       0.016097
HML       0.021865
dtype: float64, 88278: const    -0.014188
vwretd    0.937557
SMB       0.025811
HML       0.001981
dtype: float64, 88279: const     0.009617
vwretd    1.167372
SMB      -0.000634
HML       0.006310
dtype: float64, 88280: const     0.002021
vwretd    0.535769
SMB       0.006336
HML       0.010396
dtype: float64, 88281: const     0.005353
vwretd    0.943404
SMB       0.002929
HML      -0.002723
dtype: float64, 88282: const    -0.003379
vwretd    1.097852
SMB      -0.004108
HML       0.001912
dtype: float64, 88283: const     0.009555
vwretd    0.601576
SMB       0.007422
HML       0.002635
dtype: float64, 88284: const    -0.003078
vwretd    1.052197
SMB       0.006938
HML       0.007892
dtype: float64, 88285: const    -0.034069
vwretd    0.804049
SMB       0.003855
HML      -0.000479
dtype: float64, 88287: const     0.006936
vwretd    0.560658
SMB       0.010397
HML       0.009348
dtype: float64, 88288: const     0.259312
vwretd    0.254018
SMB       0.043894
HML      -0.035765
dtype: float64, 88289: const     0.021883
vwretd    4.282894
SMB      -0.004452
HML      -0.004960
dtype: float64, 88290: const    -0.000068
vwretd    0.994482
SMB       0.003874
HML      -0.000626
dtype: float64, 88291: const     0.000456
vwretd    1.018245
SMB       0.000881
HML      -0.000586
dtype: float64, 88292: const     0.003107
vwretd    0.544231
SMB      -0.003100
HML       0.000236
dtype: float64, 88293: const    -0.097473
vwretd    1.793602
SMB       0.021955
HML       0.026261
dtype: float64, 88294: const     0.001739
vwretd    0.880243
SMB       0.001554
HML       0.003380
dtype: float64, 88295: const    -0.000362
vwretd    1.122297
SMB       0.000369
HML       0.001214
dtype: float64, 88296: const     0.002921
vwretd    0.711722
SMB      -0.002271
HML      -0.000971
dtype: float64, 88297: const    -0.002999
vwretd    1.154989
SMB      -0.000587
HML       0.006641
dtype: float64, 88298: const     0.000274
vwretd    1.018788
SMB       0.001813
HML       0.006726
dtype: float64, 88299: const     0.003892
vwretd    0.681061
SMB      -0.001629
HML       0.001581
dtype: float64, 88300: const     0.005203
vwretd    0.910204
SMB       0.000432
HML       0.005941
dtype: float64, 88301: const    -0.000290
vwretd    1.208996
SMB       0.000094
HML       0.002671
dtype: float64, 88302: const     0.000161
vwretd    1.008761
SMB      -0.000621
HML      -0.000183
dtype: float64, 88303: const    -0.001811
vwretd    1.057062
SMB       0.000781
HML       0.001098
dtype: float64, 88305: const     0.016170
vwretd    0.385072
SMB       0.009476
HML       0.003336
dtype: float64, 88306: const    -0.039122
vwretd    0.759128
SMB       0.006282
HML       0.007764
dtype: float64, 88307: const    -0.002329
vwretd    1.027630
SMB       0.001409
HML       0.003071
dtype: float64, 88308: const     0.034141
vwretd    2.637355
SMB      -0.005169
HML      -0.005930
dtype: float64, 88309: const     0.006235
vwretd    1.260320
SMB      -0.000737
HML       0.000655
dtype: float64, 88310: const    -0.002750
vwretd    1.607895
SMB      -0.001228
HML       0.003669
dtype: float64, 88311: const    -0.004031
vwretd    0.929808
SMB      -0.001265
HML       0.011261
dtype: float64, 88312: const    -0.065005
vwretd    2.557810
SMB       0.012870
HML      -0.005766
dtype: float64, 88313: const    -0.010582
vwretd    2.143886
SMB       0.004041
HML       0.003074
dtype: float64, 88314: const     0.009247
vwretd    0.286388
SMB       0.004106
HML       0.006947
dtype: float64, 88316: const     0.057943
vwretd   -0.052874
SMB      -0.000444
HML      -0.009087
dtype: float64, 88317: const     0.003980
vwretd    0.526739
SMB      -0.002579
HML       0.001326
dtype: float64, 88319: const    -0.009064
vwretd    1.870782
SMB       0.006372
HML       0.008781
dtype: float64, 88321: const    -0.011538
vwretd    1.429476
SMB       0.024830
HML      -0.014682
dtype: float64, 88322: const    -0.004027
vwretd    0.480325
SMB       0.002772
HML       0.005360
dtype: float64, 88323: const     0.000529
vwretd    6.895386
SMB       0.028095
HML       0.060852
dtype: float64, 88324: const    -0.011384
vwretd    2.224390
SMB       0.024383
HML       0.008260
dtype: float64, 88325: const     0.005137
vwretd    1.141814
SMB       0.005950
HML       0.002244
dtype: float64, 88326: const     0.045389
vwretd    1.347041
SMB      -0.002036
HML      -0.027896
dtype: float64, 88327: const    -2.084723
vwretd    0.127171
SMB       0.778736
HML       0.221355
dtype: float64, 88328: const     0.048159
vwretd    1.531728
SMB       0.016345
HML      -0.009832
dtype: float64, 88329: const     0.048749
vwretd    3.916801
SMB       0.039121
HML      -0.027532
dtype: float64, 88330: const     0.032341
vwretd    1.441503
SMB       0.017684
HML      -0.011513
dtype: float64, 88331: const     0.019394
vwretd    1.067133
SMB       0.019817
HML      -0.017590
dtype: float64, 88332: const    -0.017073
vwretd    1.792654
SMB       0.012753
HML      -0.000274
dtype: float64, 88333: const     0.064158
vwretd   -0.936021
SMB       0.023508
HML      -0.035176
dtype: float64, 88334: const    -0.013193
vwretd    1.883920
SMB       0.007151
HML      -0.006431
dtype: float64, 88335: const     0.000931
vwretd    2.360017
SMB       0.028241
HML       0.019415
dtype: float64, 88336: const     0.000412
vwretd    1.942017
SMB       0.010915
HML      -0.008701
dtype: float64, 88337: const    -0.052256
vwretd    1.337767
SMB       0.008187
HML       0.019753
dtype: float64, 88338: const     0.011049
vwretd    0.942884
SMB       0.002241
HML       0.012386
dtype: float64, 88339: const    -0.022166
vwretd   -1.226837
SMB       0.055640
HML      -0.033966
dtype: float64, 88340: const    -0.007413
vwretd    1.701243
SMB       0.004639
HML      -0.008114
dtype: float64, 88341: const     0.005742
vwretd    0.281767
SMB       0.000588
HML       0.004653
dtype: float64, 88342: const    -0.008572
vwretd    0.748372
SMB       0.014321
HML      -0.005344
dtype: float64, 88343: const     0.000738
vwretd    0.862285
SMB       0.007169
HML       0.012549
dtype: float64, 88344: const     0.044925
vwretd    1.424378
SMB       0.012140
HML      -0.021256
dtype: float64, 88345: const    -0.159973
vwretd    2.579954
SMB       0.008574
HML       0.011497
dtype: float64, 88346: const    -1.249355
vwretd    3.273255
SMB       0.267050
HML       0.134214
dtype: float64, 88347: const     0.001198
vwretd    6.265899
SMB       0.014045
HML       0.007939
dtype: float64, 88348: const     0.019172
vwretd    0.185633
SMB      -0.001394
HML       0.001883
dtype: float64, 88349: const    -0.064241
vwretd   -0.965756
SMB      -0.012447
HML       0.004601
dtype: float64, 88350: const     0.170772
vwretd   -7.312574
SMB       0.000410
HML      -0.099784
dtype: float64, 88351: const     0.017704
vwretd    1.039680
SMB       0.023678
HML      -0.010733
dtype: float64, 88352: const     0.019601
vwretd    1.188313
SMB       0.010997
HML      -0.005921
dtype: float64, 88353: const    -0.019001
vwretd    1.664532
SMB      -0.010224
HML       0.001098
dtype: float64, 88354: const     0.021145
vwretd    3.324545
SMB       0.018299
HML      -0.019658
dtype: float64, 88355: const    -0.005493
vwretd    1.457702
SMB      -0.000951
HML      -0.012690
dtype: float64, 88357: const    -0.003703
vwretd    0.799604
SMB       0.005596
HML       0.000199
dtype: float64, 88358: const    -0.028350
vwretd    3.045480
SMB       0.016503
HML       0.005757
dtype: float64, 88359: const    -0.001622
vwretd    1.614308
SMB       0.012918
HML      -0.008344
dtype: float64, 88360: const     0.007195
vwretd    1.779279
SMB       0.010482
HML      -0.013380
dtype: float64, 88362: const     0.026366
vwretd    1.101261
SMB      -0.000865
HML      -0.004485
dtype: float64, 88364: const    -0.009046
vwretd    6.066711
SMB       0.006404
HML      -0.001006
dtype: float64, 88365: const    -0.004770
vwretd    0.569947
SMB       0.008531
HML       0.007993
dtype: float64, 88366: const     0.083635
vwretd    0.925052
SMB      -0.008082
HML      -0.009206
dtype: float64, 88367: const     0.008856
vwretd    0.292644
SMB       0.007360
HML       0.005879
dtype: float64, 88368: const     0.000377
vwretd    0.556866
SMB       0.011146
HML       0.005921
dtype: float64, 88369: const     0.061550
vwretd    1.207122
SMB       0.005222
HML      -0.041858
dtype: float64, 88370: const    -0.007508
vwretd    0.486213
SMB       0.005411
HML       0.000277
dtype: float64, 88371: const     0.009725
vwretd    2.458472
SMB       0.020960
HML      -0.015881
dtype: float64, 88372: const     0.022361
vwretd    0.922003
SMB       0.010641
HML       0.006374
dtype: float64, 88373: const     0.005956
vwretd    0.511604
SMB       0.001463
HML       0.003995
dtype: float64, 88374: const    -0.030416
vwretd   -2.614296
SMB       0.033753
HML      -0.040499
dtype: float64, 88377: const    -0.044381
vwretd    3.672580
SMB       0.009414
HML       0.009320
dtype: float64, 88378: const    -0.066796
vwretd    2.482830
SMB       0.032972
HML      -0.003099
dtype: float64, 88379: const     0.023901
vwretd    0.664678
SMB       0.003183
HML       0.002557
dtype: float64, 88380: const     0.019296
vwretd    4.158500
SMB      -0.056250
HML      -0.023748
dtype: float64, 88381: const     0.004526
vwretd    1.024351
SMB       0.001173
HML      -0.003296
dtype: float64, 88382: const    -0.452768
vwretd    0.027653
SMB       0.166309
HML       0.021871
dtype: float64, 88383: const     0.045326
vwretd    3.787410
SMB      -0.007544
HML      -0.007284
dtype: float64, 88384: const     0.002465
vwretd    0.406914
SMB       0.006415
HML       0.003058
dtype: float64, 88385: const     0.016687
vwretd    3.386591
SMB      -0.002804
HML      -0.009912
dtype: float64, 88386: const    -0.149720
vwretd    1.205215
SMB       0.026450
HML       0.009171
dtype: float64, 88388: const     0.014308
vwretd    1.418796
SMB       0.002274
HML       0.004518
dtype: float64, 88391: const     0.007965
vwretd    1.235113
SMB       0.005290
HML       0.009483
dtype: float64, 88392: const    -0.005853
vwretd    1.179775
SMB      -0.000590
HML       0.010277
dtype: float64, 88393: const    -0.016080
vwretd    1.874707
SMB       0.016989
HML       0.015749
dtype: float64, 88396: const     0.000619
vwretd    1.446934
SMB      -0.003635
HML       0.003393
dtype: float64, 88397: const    -0.003417
vwretd    1.214909
SMB      -0.001760
HML       0.001617
dtype: float64, 88398: const     0.000472
vwretd    1.017787
SMB       0.003653
HML      -0.000582
dtype: float64, 88399: const    -0.000182
vwretd    0.939499
SMB       0.007779
HML       0.005235
dtype: float64, 88400: const     0.001488
vwretd    0.442098
SMB       0.008574
HML       0.000432
dtype: float64, 88401: const    -0.001713
vwretd    1.090373
SMB       0.008873
HML      -0.001554
dtype: float64, 88402: const     0.000347
vwretd    0.935652
SMB      -0.000334
HML       0.003352
dtype: float64, 88403: const    -0.000105
vwretd    1.075622
SMB      -0.000602
HML      -0.003263
dtype: float64, 88404: const     0.001005
vwretd    0.991896
SMB       0.004290
HML       0.003750
dtype: float64, 88405: const    -0.002387
vwretd    1.070767
SMB      -0.002043
HML       0.001356
dtype: float64, 88406: const     0.000141
vwretd    0.971915
SMB       0.008043
HML       0.005004
dtype: float64, 88407: const     0.000883
vwretd    0.962141
SMB       0.007448
HML       0.001160
dtype: float64, 88409: const    -0.015668
vwretd    1.336129
SMB       0.001216
HML       0.017183
dtype: float64, 88410: const    -0.006634
vwretd    1.438424
SMB       0.001433
HML       0.007398
dtype: float64, 88411: const     0.001013
vwretd    1.221965
SMB       0.000113
HML      -0.005749
dtype: float64, 88412: const    -0.077820
vwretd    3.610220
SMB       0.001540
HML       0.034288
dtype: float64, 88414: const    -0.278264
vwretd    1.415211
SMB       0.021965
HML       0.004474
dtype: float64, 88415: const     0.061556
vwretd    1.998830
SMB       0.034476
HML      -0.022342
dtype: float64, 88416: const     0.003168
vwretd    0.473485
SMB       0.003981
HML       0.010425
dtype: float64, 88417: const     0.003819
vwretd    1.774008
SMB       0.014921
HML       0.001964
dtype: float64, 88418: const    -0.036336
vwretd    1.630110
SMB       0.003338
HML       0.015098
dtype: float64, 88419: const     0.000806
vwretd    1.980482
SMB       0.015670
HML      -0.026856
dtype: float64, 88420: const    -0.002717
vwretd    1.021367
SMB       0.029976
HML       0.000510
dtype: float64, 88421: const     0.009961
vwretd    0.629691
SMB       0.007321
HML      -0.005996
dtype: float64, 88422: const    -0.027011
vwretd    2.425930
SMB       0.026799
HML       0.006354
dtype: float64, 88423: const     0.000151
vwretd    1.861422
SMB       0.018132
HML      -0.023958
dtype: float64, 88424: const     0.007685
vwretd    1.762634
SMB       0.001012
HML      -0.007349
dtype: float64, 88425: const    -0.014091
vwretd    1.784147
SMB       0.020588
HML      -0.026677
dtype: float64, 88426: const    -0.424333
vwretd    9.151070
SMB       0.073748
HML       0.095527
dtype: float64, 88427: const     0.008576
vwretd    1.713841
SMB       0.010985
HML       0.000370
dtype: float64, 88428: const    -0.146823
vwretd    0.434510
SMB      -0.002817
HML      -0.007195
dtype: float64, 88429: const    -0.006968
vwretd    0.832088
SMB       0.012207
HML      -0.002218
dtype: float64, 88430: const    -0.018120
vwretd    3.600013
SMB       0.016636
HML      -0.010088
dtype: float64, 88431: const     0.012094
vwretd    2.815159
SMB       0.019241
HML      -0.002817
dtype: float64, 88432: const    -0.010655
vwretd    0.916443
SMB       0.054132
HML      -0.007417
dtype: float64, 88433: const     0.012651
vwretd    0.167002
SMB       0.006194
HML       0.004295
dtype: float64, 88434: const    -0.001466
vwretd    1.194311
SMB       0.014434
HML      -0.008045
dtype: float64, 88435: const     0.017274
vwretd   -0.536015
SMB      -0.008241
HML      -0.009448
dtype: float64, 88436: const    -0.000581
vwretd    0.565411
SMB       0.008594
HML       0.000087
dtype: float64, 88437: const     0.078258
vwretd   -4.554900
SMB      -0.141679
HML      -0.252671
dtype: float64, 88439: const     0.003163
vwretd    2.064916
SMB       0.012897
HML       0.005124
dtype: float64, 88440: const     0.042606
vwretd   -0.891496
SMB       0.027962
HML      -0.014813
dtype: float64, 88441: const     0.021123
vwretd    1.551031
SMB       0.001060
HML      -0.013845
dtype: float64, 88442: const     0.005015
vwretd    1.546381
SMB      -0.002365
HML       0.000424
dtype: float64, 88443: const    -0.217765
vwretd    6.100399
SMB       0.068162
HML       0.072162
dtype: float64, 88444: const    -0.157361
vwretd    0.216221
SMB      -0.002339
HML      -0.000957
dtype: float64, 88445: const     0.008725
vwretd    1.106982
SMB       0.011574
HML      -0.001133
dtype: float64, 88446: const     0.014672
vwretd    1.074253
SMB       0.016111
HML      -0.009545
dtype: float64, 88447: const    -0.165426
vwretd    0.662027
SMB       0.018551
HML       0.000399
dtype: float64, 88448: const     0.001339
vwretd    2.223394
SMB       0.030417
HML      -0.018494
dtype: float64, 88449: const    -0.015406
vwretd    1.500053
SMB       0.023000
HML      -0.007357
dtype: float64, 88450: const    -0.011763
vwretd    3.085700
SMB      -0.000603
HML       0.001301
dtype: float64, 88451: const     0.013195
vwretd    2.813849
SMB       0.018326
HML       0.001176
dtype: float64, 88452: const     0.031190
vwretd   -1.634506
SMB      -0.028803
HML      -0.002361
dtype: float64, 88453: const    -0.128234
vwretd   -0.732867
SMB      -0.094812
HML      -0.068659
dtype: float64, 88454: const    -0.050933
vwretd   -0.126076
SMB       0.026133
HML      -0.017150
dtype: float64, 88455: const     0.078518
vwretd   -0.312522
SMB      -0.057882
HML      -0.031033
dtype: float64, 88456: const      0.470694
vwretd    19.425908
SMB       -0.383149
HML        0.089155
dtype: float64, 88457: const     0.004674
vwretd    1.166639
SMB       0.028604
HML      -0.007795
dtype: float64, 88458: const     0.018802
vwretd    1.989141
SMB       0.013057
HML      -0.006665
dtype: float64, 88459: const     0.011456
vwretd    0.716310
SMB       0.045025
HML       0.006171
dtype: float64, 88460: const     0.019951
vwretd    0.269922
SMB       0.008026
HML       0.001748
dtype: float64, 88461: const    -0.000848
vwretd    0.352249
SMB       0.001100
HML       0.006034
dtype: float64, 88462: const     0.032649
vwretd    0.649660
SMB       0.019725
HML       0.005279
dtype: float64, 88463: const     0.000450
vwretd    2.745767
SMB       0.004672
HML       0.002380
dtype: float64, 88464: const     0.213405
vwretd    0.042912
SMB      -0.513445
HML      -0.014003
dtype: float64, 88466: const     0.004443
vwretd    1.692863
SMB       0.004515
HML      -0.003086
dtype: float64, 88467: const     0.001762
vwretd    1.479388
SMB      -0.006086
HML       0.000130
dtype: float64, 88468: const     0.013274
vwretd    1.497253
SMB       0.006974
HML      -0.002948
dtype: float64, 88469: const    -0.015165
vwretd    1.188335
SMB       0.007069
HML      -0.006912
dtype: float64, 88470: const     0.083814
vwretd    2.139368
SMB      -0.020510
HML       0.014273
dtype: float64, 88471: const    -0.013042
vwretd    1.829100
SMB       0.005930
HML       0.001924
dtype: float64, 88472: const    -0.162742
vwretd    2.612396
SMB       0.009784
HML       0.040329
dtype: float64, 88473: const     0.096688
vwretd   -6.760683
SMB       0.161860
HML      -0.106379
dtype: float64, 88474: const    -0.103002
vwretd   -1.168809
SMB       0.011010
HML      -0.009930
dtype: float64, 88475: const     0.013611
vwretd    0.661970
SMB       0.021322
HML      -0.005722
dtype: float64, 88476: const    -0.031033
vwretd    1.797921
SMB      -0.005419
HML      -0.004352
dtype: float64, 88477: const    -0.027185
vwretd    1.052602
SMB       0.020928
HML      -0.017271
dtype: float64, 88478: const     0.032393
vwretd    1.218793
SMB       0.017414
HML      -0.017774
dtype: float64, 88479: const    -0.053594
vwretd    0.583971
SMB       0.021110
HML      -0.014443
dtype: float64, 88480: const    -0.003331
vwretd    0.309625
SMB       0.008371
HML       0.003644
dtype: float64, 88481: const     0.077073
vwretd    2.919810
SMB      -0.019193
HML      -0.021648
dtype: float64, 88482: const     0.002193
vwretd    0.883069
SMB       0.000106
HML       0.003617
dtype: float64, 88483: const    -0.000295
vwretd    0.519558
SMB       0.001176
HML       0.000632
dtype: float64, 88484: const    -0.152760
vwretd    1.401314
SMB       0.006709
HML       0.012284
dtype: float64, 88485: const     0.002571
vwretd    1.570844
SMB       0.013903
HML       0.011098
dtype: float64, 88486: const    -0.227300
vwretd    2.347061
SMB       0.050480
HML       0.029281
dtype: float64, 88487: const    -0.006098
vwretd    1.350060
SMB       0.001174
HML      -0.000677
dtype: float64, 88488: const    -0.000683
vwretd    0.873308
SMB      -0.003316
HML      -0.001998
dtype: float64, 88489: const    -0.020784
vwretd    1.196875
SMB       0.001020
HML      -0.002677
dtype: float64, 88490: const     0.005809
vwretd    1.677510
SMB      -0.004167
HML       0.006352
dtype: float64, 88492: const    -0.088393
vwretd    1.585343
SMB       0.013287
HML       0.024799
dtype: float64, 88493: const     0.017124
vwretd    1.356847
SMB       0.002972
HML       0.003239
dtype: float64, 88494: const     0.003211
vwretd    0.869023
SMB       0.007248
HML       0.003871
dtype: float64, 88495: const    -0.002183
vwretd    1.628820
SMB       0.009704
HML       0.007341
dtype: float64, 88496: const    -0.005347
vwretd    1.783253
SMB       0.021198
HML       0.002495
dtype: float64, 88497: const    -0.023703
vwretd    1.377204
SMB       0.006693
HML      -0.021012
dtype: float64, 88498: const    -0.006790
vwretd    0.535867
SMB       0.022183
HML       0.001258
dtype: float64, 88499: const     0.014354
vwretd    0.796441
SMB       0.007548
HML      -0.000721
dtype: float64, 88500: const    -0.017055
vwretd    3.755859
SMB       0.010794
HML      -0.007216
dtype: float64, 88501: const     0.003775
vwretd    2.085039
SMB       0.011543
HML       0.002077
dtype: float64, 88502: const    -0.066141
vwretd    0.645219
SMB       0.025841
HML       0.004305
dtype: float64, 88503: const     0.045027
vwretd   -0.302063
SMB       0.018657
HML       0.022815
dtype: float64, 88504: const     0.005427
vwretd    1.282694
SMB       0.005440
HML      -0.003678
dtype: float64, 88505: const    -0.127346
vwretd    1.153898
SMB      -0.027056
HML      -0.000817
dtype: float64, 88507: const    -0.000938
vwretd    1.900023
SMB       0.009695
HML      -0.006857
dtype: float64, 88508: const     0.033210
vwretd    3.872344
SMB       0.032563
HML      -0.019147
dtype: float64, 88510: const    -0.004718
vwretd    0.709242
SMB       0.013602
HML       0.005879
dtype: float64, 88511: const     0.006584
vwretd    1.806203
SMB       0.029530
HML      -0.006880
dtype: float64, 88513: const    -0.004461
vwretd    2.665124
SMB       0.041269
HML      -0.022127
dtype: float64, 88514: const     0.037961
vwretd    2.327439
SMB       0.005305
HML      -0.013362
dtype: float64, 88515: const    -0.079992
vwretd    2.103166
SMB       0.025056
HML       0.027152
dtype: float64, 88516: const     0.015959
vwretd    1.551935
SMB       0.010675
HML       0.000023
dtype: float64, 88517: const     0.121817
vwretd   -4.493653
SMB      -0.016062
HML      -0.048360
dtype: float64, 88518: const    -0.008819
vwretd    2.168152
SMB       0.011007
HML      -0.010202
dtype: float64, 88519: const     0.064806
vwretd    4.748881
SMB      -0.010228
HML      -0.002365
dtype: float64, 88520: const     0.115510
vwretd    6.464584
SMB      -0.007533
HML       0.009774
dtype: float64, 88521: const     0.054148
vwretd    0.820730
SMB       0.007012
HML       0.004622
dtype: float64, 88522: const    -0.110147
vwretd    3.460256
SMB       0.004558
HML       0.041703
dtype: float64, 88523: const    -0.030288
vwretd    3.793665
SMB       0.010566
HML       0.008783
dtype: float64, 88524: const    -0.204523
vwretd    4.552349
SMB      -0.003456
HML       0.034744
dtype: float64, 88525: const    -0.684355
vwretd    6.729952
SMB       0.065991
HML       0.099097
dtype: float64, 88526: const    -0.003127
vwretd    1.512751
SMB       0.008283
HML      -0.004620
dtype: float64, 88527: const    -0.002366
vwretd    1.744180
SMB       0.023994
HML      -0.039424
dtype: float64, 88528: const    -0.086790
vwretd    0.001909
SMB       0.100309
HML      -0.083824
dtype: float64, 88529: const    -0.026785
vwretd    2.262511
SMB       0.012035
HML       0.018341
dtype: float64, 88530: const    -0.211233
vwretd    0.558471
SMB       0.008657
HML      -0.021060
dtype: float64, 88531: const    -0.047471
vwretd    0.609492
SMB       0.011857
HML      -0.004813
dtype: float64, 88532: const     0.010614
vwretd    1.130552
SMB       0.015747
HML      -0.022533
dtype: float64, 88533: const     0.170939
vwretd   -0.078275
SMB       0.006081
HML      -0.063562
dtype: float64, 88534: const     0.008221
vwretd    0.660472
SMB       0.005150
HML       0.002541
dtype: float64, 88535: const     0.007730
vwretd    1.420368
SMB       0.018382
HML      -0.019503
dtype: float64, 88536: const     0.013363
vwretd    1.772850
SMB       0.013961
HML      -0.009571
dtype: float64, 88537: const    -0.019115
vwretd    1.975757
SMB       0.013431
HML       0.007688
dtype: float64, 88538: const    -0.052814
vwretd    1.638462
SMB       0.012096
HML      -0.010872
dtype: float64, 88539: const     0.031694
vwretd    3.145309
SMB       0.018546
HML       0.018374
dtype: float64, 88540: const    -0.055135
vwretd    1.526638
SMB       0.024372
HML       0.019804
dtype: float64, 88541: const    -0.007216
vwretd    1.643230
SMB       0.002824
HML       0.025765
dtype: float64, 88542: const     0.000071
vwretd    1.240472
SMB       0.008531
HML      -0.006414
dtype: float64, 88543: const     0.017121
vwretd    2.229647
SMB      -0.001030
HML      -0.033454
dtype: float64, 88544: const    -0.048039
vwretd    1.062901
SMB       0.018482
HML       0.001868
dtype: float64, 88545: const     0.009146
vwretd    0.924230
SMB       0.015521
HML      -0.006494
dtype: float64, 88546: const     0.004307
vwretd    1.413220
SMB       0.000458
HML       0.000212
dtype: float64, 88547: const     0.001776
vwretd    2.074223
SMB       0.007366
HML       0.001279
dtype: float64, 88548: const    -0.015480
vwretd    2.030089
SMB       0.011622
HML      -0.006640
dtype: float64, 88549: const     0.013829
vwretd    2.680974
SMB       0.010556
HML      -0.007233
dtype: float64, 88550: const     0.008092
vwretd    1.032633
SMB       0.018640
HML      -0.009217
dtype: float64, 88551: const    -0.101163
vwretd    2.377135
SMB       0.013332
HML      -0.016921
dtype: float64, 88552: const    -0.046583
vwretd    1.729741
SMB       0.004752
HML      -0.038201
dtype: float64, 88553: const    -0.005773
vwretd    1.780852
SMB      -0.025022
HML       0.048018
dtype: float64, 88554: const    -0.018626
vwretd    0.421523
SMB       0.010218
HML       0.000804
dtype: float64, 88555: const     0.124079
vwretd    1.838215
SMB       0.033107
HML       0.041315
dtype: float64, 88556: const     0.001979
vwretd    1.248228
SMB       0.007222
HML      -0.001569
dtype: float64, 88557: const     0.007342
vwretd    0.724428
SMB       0.017802
HML       0.015356
dtype: float64, 88558: const    -0.004630
vwretd    3.457103
SMB       0.010090
HML       0.039431
dtype: float64, 88559: const    -0.028030
vwretd    1.951962
SMB       0.020929
HML       0.011610
dtype: float64, 88560: const    -0.203500
vwretd    4.520356
SMB       0.137638
HML       0.161526
dtype: float64, 88561: const    -0.068156
vwretd    2.833324
SMB      -0.006031
HML      -0.009069
dtype: float64, 88562: const    -0.017394
vwretd    0.934301
SMB       0.004619
HML       0.014554
dtype: float64, 88563: const     -0.390474
vwretd    15.978696
SMB        0.132304
HML        0.211912
dtype: float64, 88564: const    -0.015249
vwretd    1.368717
SMB       0.006102
HML       0.001004
dtype: float64, 88565: const    -0.020612
vwretd    1.085192
SMB       0.027491
HML       0.020163
dtype: float64, 88566: const    -0.000643
vwretd    2.341409
SMB      -0.002397
HML       0.020638
dtype: float64, 88567: const     0.043716
vwretd    2.497826
SMB       0.001366
HML      -0.017147
dtype: float64, 88568: const     0.009719
vwretd    0.444754
SMB       0.010495
HML       0.003027
dtype: float64, 88569: const     0.031772
vwretd    4.334591
SMB       0.015060
HML      -0.033015
dtype: float64, 88570: const    -0.044046
vwretd    0.442230
SMB       0.014463
HML       0.024611
dtype: float64, 88571: const    -0.149447
vwretd    1.849030
SMB       0.077489
HML       0.005519
dtype: float64, 88572: const    -0.027130
vwretd    1.191502
SMB       0.013431
HML      -0.000675
dtype: float64, 88573: const     0.012878
vwretd    4.208796
SMB       0.045172
HML      -0.042883
dtype: float64, 88574: const     0.008036
vwretd    1.352492
SMB       0.022803
HML      -0.023921
dtype: float64, 88575: const    -0.003969
vwretd    2.147915
SMB       0.030129
HML      -0.017211
dtype: float64, 88576: const    -0.017214
vwretd    1.150064
SMB       0.021573
HML       0.008468
dtype: float64, 88577: const    -0.037236
vwretd    1.698152
SMB       0.029039
HML       0.012645
dtype: float64, 88578: const     0.024058
vwretd    1.320879
SMB       0.009407
HML      -0.000486
dtype: float64, 88579: const     0.017240
vwretd    4.287730
SMB      -0.006730
HML      -0.002544
dtype: float64, 88580: const     0.003265
vwretd    1.283255
SMB       0.012349
HML      -0.006539
dtype: float64, 88581: const     0.006444
vwretd    0.313460
SMB       0.011817
HML      -0.010353
dtype: float64, 88582: const    -0.018736
vwretd    5.447816
SMB      -0.022649
HML      -0.040777
dtype: float64, 88583: const     0.003175
vwretd    3.166976
SMB       0.006444
HML      -0.008608
dtype: float64, 88584: const    -0.132264
vwretd    4.491256
SMB       0.044034
HML       0.043494
dtype: float64, 88585: const    -0.098522
vwretd    1.614390
SMB       0.029408
HML       0.010081
dtype: float64, 88587: const    -0.008246
vwretd    4.439703
SMB       0.005611
HML       0.012790
dtype: float64, 88588: const     0.037586
vwretd    1.348048
SMB      -0.010615
HML       0.012394
dtype: float64, 88589: const    -0.159421
vwretd    1.087213
SMB       0.014639
HML       0.022878
dtype: float64, 88590: const     0.006080
vwretd    0.655056
SMB       0.001263
HML      -0.001201
dtype: float64, 88591: const     0.089623
vwretd    3.906205
SMB       0.017637
HML      -0.025544
dtype: float64, 88592: const    -0.001897
vwretd    1.188700
SMB       0.004007
HML       0.000475
dtype: float64, 88593: const     0.008905
vwretd    1.050380
SMB       0.004437
HML       0.003662
dtype: float64, 88595: const    -0.001227
vwretd    0.764843
SMB       0.000771
HML      -0.000035
dtype: float64, 88596: const     0.015126
vwretd    1.147853
SMB      -0.000128
HML       0.008276
dtype: float64, 88597: const     0.000279
vwretd    1.579107
SMB       0.008808
HML       0.008041
dtype: float64, 88598: const    -0.004055
vwretd    1.938667
SMB       0.004535
HML      -0.001477
dtype: float64, 88599: const    -0.103520
vwretd    3.787227
SMB      -0.037990
HML       0.074187
dtype: float64, 88600: const    -0.000491
vwretd    1.417006
SMB       0.001726
HML      -0.009101
dtype: float64, 88601: const    -0.053138
vwretd    3.648318
SMB       0.008690
HML       0.009488
dtype: float64, 88602: const     0.006522
vwretd    1.044485
SMB       0.025927
HML      -0.015810
dtype: float64, 88603: const     0.004758
vwretd    1.064674
SMB      -0.000053
HML       0.001256
dtype: float64, 88604: const    -0.000203
vwretd    1.074645
SMB      -0.001178
HML      -0.003336
dtype: float64, 88605: const     0.009565
vwretd    1.148599
SMB       0.004183
HML      -0.007412
dtype: float64, 88606: const     0.000073
vwretd    0.933586
SMB      -0.002001
HML       0.002853
dtype: float64, 88607: const    -0.000638
vwretd    1.104977
SMB       0.007399
HML       0.000002
dtype: float64, 88608: const     0.001017
vwretd    0.970036
SMB       0.006880
HML       0.005301
dtype: float64, 88609: const    -0.002006
vwretd    0.959004
SMB      -0.002321
HML       0.001586
dtype: float64, 88610: const    -0.000895
vwretd    1.359666
SMB       0.001676
HML      -0.005554
dtype: float64, 88611: const     0.003653
vwretd    2.333711
SMB       0.001002
HML      -0.021262
dtype: float64, 88612: const    -0.001811
vwretd    1.294270
SMB       0.003546
HML      -0.000939
dtype: float64, 88613: const    -0.005372
vwretd    0.885307
SMB       0.005719
HML      -0.010844
dtype: float64, 88614: const    -0.014251
vwretd    2.013486
SMB      -0.001423
HML       0.004124
dtype: float64, 88615: const     0.003018
vwretd    0.755248
SMB       0.008681
HML       0.003372
dtype: float64, 88616: const    -0.003892
vwretd    0.739037
SMB       0.006560
HML       0.003011
dtype: float64, 88617: const     0.028127
vwretd    1.540162
SMB       0.009120
HML      -0.011441
dtype: float64, 88618: const     0.056814
vwretd    3.206938
SMB      -0.010300
HML      -0.006949
dtype: float64, 88620: const    -0.009916
vwretd    1.945275
SMB       0.029876
HML      -0.015615
dtype: float64, 88621: const    -0.044717
vwretd   -0.161448
SMB       0.016777
HML      -0.011899
dtype: float64, 88622: const    -0.001216
vwretd    2.343107
SMB       0.024940
HML      -0.048392
dtype: float64, 88623: const    -0.049623
vwretd    2.134692
SMB       0.014351
HML       0.028046
dtype: float64, 88624: const    -0.036080
vwretd    2.893889
SMB       0.032019
HML       0.016191
dtype: float64, 88625: const    -0.025969
vwretd    1.419465
SMB       0.012810
HML       0.009458
dtype: float64, 88626: const     0.002322
vwretd    1.241246
SMB       0.014009
HML      -0.000473
dtype: float64, 88627: const    -0.025865
vwretd    1.056437
SMB       0.013245
HML       0.005525
dtype: float64, 88628: const     0.132873
vwretd    4.605180
SMB      -0.018726
HML      -0.069325
dtype: float64, 88629: const     0.001734
vwretd    0.339097
SMB       0.007622
HML       0.003832
dtype: float64, 88630: const    -0.037605
vwretd    3.057402
SMB       0.006856
HML      -0.001241
dtype: float64, 88631: const     0.006871
vwretd    1.754111
SMB       0.005115
HML       0.001155
dtype: float64, 88632: const    -0.001901
vwretd    2.338176
SMB       0.013696
HML       0.007945
dtype: float64, 88633: const    -0.015489
vwretd    2.250974
SMB       0.001278
HML      -0.000770
dtype: float64, 88634: const     0.015362
vwretd    0.684823
SMB       0.012133
HML       0.000784
dtype: float64, 88635: const     0.005470
vwretd    0.311115
SMB       0.005193
HML       0.007416
dtype: float64, 88636: const     0.007536
vwretd    4.245752
SMB       0.003958
HML       0.016106
dtype: float64, 88637: const     0.039723
vwretd    3.496626
SMB      -0.016246
HML      -0.015102
dtype: float64, 88638: const    -0.145278
vwretd    2.932466
SMB      -0.023836
HML       0.032007
dtype: float64, 88639: const     0.022573
vwretd    0.271028
SMB       0.001397
HML       0.002742
dtype: float64, 88640: const     0.017447
vwretd    1.447280
SMB       0.005191
HML       0.011303
dtype: float64, 88641: const    -0.302362
vwretd    0.831329
SMB       0.044013
HML       0.004921
dtype: float64, 88642: const    -0.016530
vwretd    1.556011
SMB       0.021675
HML      -0.000582
dtype: float64, 88643: const    -0.001973
vwretd    0.566956
SMB       0.006657
HML       0.005448
dtype: float64, 88645: const     0.005801
vwretd    1.182910
SMB       0.004875
HML      -0.000734
dtype: float64, 88646: const     0.018666
vwretd    1.688544
SMB       0.004437
HML      -0.004491
dtype: float64, 88648: const     0.001655
vwretd    1.703872
SMB       0.012296
HML      -0.001846
dtype: float64, 88649: const     0.038564
vwretd    0.540797
SMB       0.001795
HML       0.017640
dtype: float64, 88650: const     0.036247
vwretd    0.164074
SMB       0.006140
HML       0.007923
dtype: float64, 88651: const     0.027190
vwretd    3.018755
SMB      -0.016689
HML      -0.025571
dtype: float64, 88652: const    -0.035643
vwretd    1.479245
SMB       0.019151
HML       0.018630
dtype: float64, 88653: const     0.011645
vwretd    1.166580
SMB       0.008566
HML      -0.000973
dtype: float64, 88654: const     0.014280
vwretd   -2.187652
SMB       0.007813
HML      -0.025685
dtype: float64, 88655: const    -0.045789
vwretd   -0.305015
SMB       0.006454
HML       0.055659
dtype: float64, 88656: const     0.007533
vwretd    0.918340
SMB       0.010050
HML      -0.010477
dtype: float64, 88657: const     0.007378
vwretd    0.354325
SMB       0.000940
HML       0.010570
dtype: float64, 88658: const     0.012320
vwretd    1.150996
SMB      -0.001868
HML      -0.004268
dtype: float64, 88659: const     0.003690
vwretd    1.377132
SMB       0.004234
HML       0.000643
dtype: float64, 88660: const     0.006652
vwretd    0.850577
SMB       0.002245
HML       0.002942
dtype: float64, 88661: const     0.006301
vwretd    1.120765
SMB       0.008486
HML       0.006795
dtype: float64, 88663: const    -0.007349
vwretd    0.706370
SMB       0.010081
HML       0.005651
dtype: float64, 88664: const     0.015601
vwretd    0.693329
SMB       0.005710
HML      -0.000527
dtype: float64, 88665: const     0.138624
vwretd    2.593297
SMB      -0.007385
HML      -0.011721
dtype: float64, 88666: const     0.013981
vwretd    0.300893
SMB       0.000880
HML       0.012108
dtype: float64, 88667: const    -0.055158
vwretd   -0.400410
SMB       0.033392
HML       0.021392
dtype: float64, 88668: const     0.008624
vwretd    1.089475
SMB      -0.002150
HML      -0.001439
dtype: float64, 88669: const     0.017580
vwretd    0.360100
SMB       0.010336
HML      -0.000035
dtype: float64, 88670: const     0.002408
vwretd    0.557294
SMB       0.001014
HML       0.005865
dtype: float64, 88671: const     0.037222
vwretd    1.599970
SMB       0.009342
HML       0.003837
dtype: float64, 88672: const     0.023770
vwretd   -0.016354
SMB       0.015498
HML       0.009443
dtype: float64, 88673: const    -0.007531
vwretd    1.421243
SMB      -0.004000
HML       0.003244
dtype: float64, 88674: const    -0.012459
vwretd    2.474420
SMB       0.004915
HML       0.000152
dtype: float64, 88675: const     0.036718
vwretd    0.042459
SMB       0.034250
HML      -0.042088
dtype: float64, 88676: const     0.006108
vwretd    0.650263
SMB       0.004889
HML       0.007640
dtype: float64, 88677: const     0.004065
vwretd    1.786550
SMB      -0.000758
HML      -0.011782
dtype: float64, 88678: const     0.000269
vwretd    0.992748
SMB      -0.000754
HML       0.000221
dtype: float64, 88679: const    -0.167020
vwretd    0.868210
SMB      -0.021496
HML       0.030135
dtype: float64, 88681: const     0.006620
vwretd    0.503540
SMB       0.010305
HML       0.001464
dtype: float64, 88682: const     0.007834
vwretd    0.974047
SMB       0.001921
HML       0.006311
dtype: float64, 88683: const     0.002145
vwretd    1.287892
SMB       0.002005
HML      -0.000220
dtype: float64, 88699: const     0.126554
vwretd   -1.903722
SMB      -0.064076
HML       0.158392
dtype: float64, 88701: const    -0.011003
vwretd    1.474396
SMB       0.056590
HML       0.044465
dtype: float64, 88717: const    -0.138216
vwretd    5.565030
SMB      -0.013048
HML       0.043317
dtype: float64, 88718: const     0.058871
vwretd    2.378893
SMB      -0.016365
HML      -0.051928
dtype: float64, 88719: const     0.004524
vwretd    0.459090
SMB       0.002378
HML       0.005682
dtype: float64, 88720: const    -0.023831
vwretd    1.238091
SMB       0.009517
HML       0.007334
dtype: float64, 88721: const     0.000090
vwretd    2.119659
SMB       0.016802
HML      -0.030645
dtype: float64, 88722: const    -0.233324
vwretd    2.744310
SMB      -0.011534
HML       0.005922
dtype: float64, 88724: const    -1.128808
vwretd    5.194521
SMB       0.119774
HML       0.256574
dtype: float64, 88725: const     0.018747
vwretd    1.385044
SMB       0.002483
HML      -0.008588
dtype: float64, 88726: const    -0.218298
vwretd    1.419383
SMB       0.064748
HML       0.029060
dtype: float64, 88727: const     0.000554
vwretd    1.420981
SMB       0.009022
HML       0.011033
dtype: float64, 88729: const    -0.003402
vwretd    1.126337
SMB       0.015634
HML      -0.017404
dtype: float64, 88730: const    -0.007265
vwretd    1.914764
SMB      -0.008911
HML      -0.000697
dtype: float64, 88731: const     0.050421
vwretd    3.617328
SMB      -0.011946
HML      -0.013273
dtype: float64, 88732: const    -0.014960
vwretd    1.092118
SMB       0.027494
HML       0.025025
dtype: float64, 88733: const     0.011399
vwretd    1.874780
SMB       0.019973
HML      -0.011334
dtype: float64, 88734: const    -0.019471
vwretd   -1.603554
SMB       0.107181
HML       0.000643
dtype: float64, 88735: const    -0.216207
vwretd    2.310452
SMB       0.038630
HML      -0.016178
dtype: float64, 88736: const     0.002974
vwretd    1.112626
SMB       0.000938
HML       0.002972
dtype: float64, 88737: const     0.020721
vwretd    1.537310
SMB      -0.001955
HML      -0.023783
dtype: float64, 88738: const     0.054005
vwretd    4.472978
SMB       0.006764
HML       0.043839
dtype: float64, 88739: const     0.001061
vwretd    1.910597
SMB       0.010168
HML      -0.018044
dtype: float64, 88740: const    -0.001743
vwretd    1.011756
SMB       0.016640
HML       0.002849
dtype: float64, 88741: const     0.146369
vwretd    7.734197
SMB      -0.002016
HML      -0.024952
dtype: float64, 88742: const     0.011555
vwretd    0.597883
SMB       0.005210
HML       0.003174
dtype: float64, 88743: const    -0.000330
vwretd    1.442428
SMB       0.014473
HML      -0.015544
dtype: float64, 88745: const     0.006862
vwretd    1.355080
SMB      -0.021444
HML      -0.064672
dtype: float64, 88746: const    -0.015182
vwretd    0.036363
SMB       0.003150
HML       0.006846
dtype: float64, 88747: const     0.248438
vwretd    2.325704
SMB       0.031727
HML      -0.115025
dtype: float64, 88748: const     0.018510
vwretd    0.511233
SMB       0.009620
HML      -0.003605
dtype: float64, 88749: const     0.017452
vwretd    0.266916
SMB       0.005389
HML       0.006569
dtype: float64, 88750: const    -0.000475
vwretd    1.342627
SMB       0.017160
HML      -0.010779
dtype: float64, 88751: const    -0.067587
vwretd    2.201347
SMB      -0.011586
HML      -0.016821
dtype: float64, 88752: const     0.005105
vwretd    1.520401
SMB       0.052113
HML       0.014778
dtype: float64, 88779: const     0.004022
vwretd    1.121891
SMB       0.016423
HML       0.004611
dtype: float64, 88783: const    -0.120804
vwretd    1.421501
SMB       0.005024
HML      -0.005274
dtype: float64, 88784: const     0.002708
vwretd    1.050839
SMB       0.003852
HML      -0.002776
dtype: float64, 88785: const    -0.064458
vwretd    3.068170
SMB       0.006382
HML       0.022948
dtype: float64, 88786: const     0.006751
vwretd    1.879526
SMB       0.011274
HML      -0.006286
dtype: float64, 88787: const    -0.041017
vwretd   -1.324591
SMB      -0.015661
HML      -0.009398
dtype: float64, 88788: const     0.007949
vwretd    1.007240
SMB       0.000937
HML       0.005866
dtype: float64, 88789: const    -0.021454
vwretd    0.878124
SMB       0.007250
HML       0.014131
dtype: float64, 88790: const     0.012563
vwretd    1.354102
SMB       0.017622
HML      -0.001450
dtype: float64, 88791: const    -0.014931
vwretd    1.969340
SMB       0.005506
HML       0.003296
dtype: float64, 88792: const     0.004000
vwretd    0.449971
SMB       0.007239
HML       0.009484
dtype: float64, 88793: const    -0.002230
vwretd    0.610916
SMB       0.017216
HML       0.000101
dtype: float64, 88794: const    -0.140080
vwretd    4.034514
SMB      -0.015733
HML      -0.023033
dtype: float64, 88795: const     0.007858
vwretd    1.657777
SMB       0.011489
HML       0.000197
dtype: float64, 88797: const    -0.018361
vwretd    0.384916
SMB       0.004938
HML       0.014120
dtype: float64, 88798: const     0.110322
vwretd    1.382636
SMB       0.004650
HML      -0.005411
dtype: float64, 88799: const    -0.027507
vwretd    1.876079
SMB       0.012273
HML      -0.001274
dtype: float64, 88800: const    -0.105117
vwretd   -1.405347
SMB      -0.041457
HML      -0.062591
dtype: float64, 88801: const     0.006089
vwretd    1.226889
SMB       0.009323
HML      -0.002071
dtype: float64, 88802: const     0.002753
vwretd    2.080297
SMB       0.003766
HML      -0.006214
dtype: float64, 88803: const     0.075384
vwretd    3.024919
SMB      -0.015670
HML      -0.012419
dtype: float64, 88804: const    -0.064403
vwretd    1.236443
SMB      -0.028776
HML      -0.040159
dtype: float64, 88806: const    -0.071194
vwretd    0.471737
SMB      -0.003925
HML       0.052100
dtype: float64, 88807: const     0.001461
vwretd    1.775021
SMB       0.015302
HML      -0.011463
dtype: float64, 88808: const     0.023800
vwretd   -0.072844
SMB      -0.002826
HML      -0.010029
dtype: float64, 88809: const    -0.028300
vwretd    2.969542
SMB       0.017769
HML      -0.013831
dtype: float64, 88810: const     0.000230
vwretd    1.036999
SMB       0.013269
HML      -0.002050
dtype: float64, 88811: const     0.017111
vwretd    1.009304
SMB       0.012220
HML      -0.000907
dtype: float64, 88812: const    -0.063040
vwretd   -1.428214
SMB       0.016699
HML       0.006463
dtype: float64, 88813: const     0.014344
vwretd    1.556069
SMB       0.020284
HML      -0.010080
dtype: float64, 88814: const     0.000285
vwretd    1.152023
SMB       0.005538
HML       0.001994
dtype: float64, 88815: const    -0.001214
vwretd    2.019261
SMB       0.001714
HML       0.001062
dtype: float64, 88816: const     0.004796
vwretd    0.955157
SMB       0.000202
HML      -0.006733
dtype: float64, 88817: const    -0.009151
vwretd    1.433447
SMB       0.009986
HML       0.010655
dtype: float64, 88818: const     0.004468
vwretd    1.257830
SMB       0.006633
HML       0.013601
dtype: float64, 88819: const    -0.001780
vwretd   -0.557094
SMB      -0.000396
HML      -0.003112
dtype: float64, 88820: const     0.002759
vwretd    0.572643
SMB       0.008791
HML       0.010699
dtype: float64, 88821: const     0.009324
vwretd    0.784127
SMB       0.003823
HML       0.004016
dtype: float64, 88822: const     0.010944
vwretd    0.764862
SMB      -0.001034
HML      -0.004316
dtype: float64, 88824: const     0.068040
vwretd    2.569596
SMB       0.046447
HML       0.057769
dtype: float64, 88825: const     0.021132
vwretd    0.885520
SMB      -0.008948
HML      -0.008736
dtype: float64, 88826: const     0.023330
vwretd    0.611084
SMB       0.004017
HML      -0.005472
dtype: float64, 88827: const    -0.001032
vwretd    1.335538
SMB      -0.002816
HML      -0.004813
dtype: float64, 88828: const     0.013854
vwretd    0.389474
SMB       0.006927
HML      -0.001603
dtype: float64, 88829: const    -0.139298
vwretd    6.632933
SMB       0.036865
HML       0.047211
dtype: float64, 88830: const    -0.037034
vwretd    0.960100
SMB       0.006806
HML      -0.006088
dtype: float64, 88831: const    -0.056357
vwretd    0.571807
SMB       0.028160
HML       0.028344
dtype: float64, 88832: const     0.013735
vwretd    0.995702
SMB       0.012218
HML      -0.004382
dtype: float64, 88835: const     0.001263
vwretd    2.533122
SMB       0.007672
HML      -0.014123
dtype: float64, 88836: const     0.008250
vwretd    2.175978
SMB       0.015680
HML      -0.017543
dtype: float64, 88837: const     0.007274
vwretd    1.043759
SMB       0.005423
HML       0.000258
dtype: float64, 88838: const    -0.020600
vwretd    3.189837
SMB       0.021645
HML       0.002338
dtype: float64, 88839: const    -0.004253
vwretd    1.115141
SMB       0.008575
HML      -0.001678
dtype: float64, 88840: const    -0.047672
vwretd    1.012668
SMB      -0.005502
HML      -0.000728
dtype: float64, 88841: const     0.000258
vwretd    0.863168
SMB       0.009038
HML       0.003265
dtype: float64, 88842: const     0.017651
vwretd    1.298268
SMB      -0.003659
HML       0.003558
dtype: float64, 88845: const     0.014369
vwretd    0.875453
SMB       0.002199
HML       0.001751
dtype: float64, 88846: const    -0.052244
vwretd    0.274182
SMB       0.009166
HML       0.011377
dtype: float64, 88847: const     0.012172
vwretd    0.264857
SMB      -0.000369
HML       0.011171
dtype: float64, 88848: const     0.003051
vwretd    0.382451
SMB       0.005538
HML      -0.002477
dtype: float64, 88849: const    -0.043244
vwretd    1.882111
SMB       0.001101
HML       0.008038
dtype: float64, 88850: const    -0.025727
vwretd    0.497532
SMB       0.011408
HML       0.000627
dtype: float64, 88851: const    -0.011849
vwretd    0.963833
SMB       0.008205
HML      -0.006824
dtype: float64, 88852: const     0.026296
vwretd    0.454640
SMB      -0.003272
HML       0.004245
dtype: float64, 88853: const    -0.001146
vwretd    1.477649
SMB       0.006538
HML       0.003623
dtype: float64, 88854: const    -0.000968
vwretd    1.011148
SMB      -0.002836
HML       0.000087
dtype: float64, 88855: const    -0.008318
vwretd    0.582247
SMB       0.007615
HML      -0.004897
dtype: float64, 88856: const    -0.039908
vwretd    1.575624
SMB       0.006210
HML       0.012367
dtype: float64, 88857: const     0.007506
vwretd    0.459323
SMB       0.001056
HML       0.001406
dtype: float64, 88858: const     0.012304
vwretd   -0.250505
SMB       0.003701
HML       0.006328
dtype: float64, 88859: const     0.033340
vwretd   -0.092280
SMB       0.003090
HML      -0.009046
dtype: float64, 88860: const     0.014121
vwretd    1.756444
SMB       0.015888
HML      -0.008390
dtype: float64, 88861: const    -0.069038
vwretd    0.499304
SMB      -0.010471
HML      -0.036797
dtype: float64, 88862: const     0.012638
vwretd    0.568977
SMB       0.009630
HML       0.001453
dtype: float64, 88863: const     0.016903
vwretd    1.044053
SMB       0.019291
HML      -0.013158
dtype: float64, 88864: const    -0.030290
vwretd   -2.260856
SMB      -0.092982
HML      -0.042306
dtype: float64, 88865: const    -0.003222
vwretd    0.840374
SMB       0.010509
HML       0.013829
dtype: float64, 88866: const     0.020113
vwretd    0.556420
SMB       0.015849
HML       0.015722
dtype: float64, 88867: const     0.022665
vwretd    0.439805
SMB       0.004926
HML      -0.007425
dtype: float64, 88868: const     0.015670
vwretd    0.496222
SMB       0.008205
HML       0.001456
dtype: float64, 88869: const     0.008010
vwretd    1.270724
SMB       0.018543
HML       0.002890
dtype: float64, 88871: const     0.011093
vwretd    0.827012
SMB       0.013004
HML       0.017787
dtype: float64, 88872: const     0.000154
vwretd    1.206565
SMB      -0.000454
HML      -0.003250
dtype: float64, 88873: const     0.005909
vwretd    0.989221
SMB      -0.000560
HML      -0.001645
dtype: float64, 88875: const    -0.023717
vwretd    0.589838
SMB       0.016425
HML      -0.004975
dtype: float64, 88876: const     0.004474
vwretd    0.195209
SMB      -0.000869
HML       0.000059
dtype: float64, 88877: const     0.005898
vwretd    0.054705
SMB       0.000318
HML      -0.000904
dtype: float64, 88878: const     0.004568
vwretd    0.053061
SMB       0.002510
HML       0.001656
dtype: float64, 88879: const     0.004551
vwretd    0.060350
SMB       0.000278
HML      -0.001632
dtype: float64, 88880: const     0.005638
vwretd    0.000191
SMB       0.000392
HML      -0.003228
dtype: float64, 88881: const     0.004465
vwretd    0.058381
SMB       0.000177
HML       0.000734
dtype: float64, 88882: const    -0.004801
vwretd    0.975806
SMB       0.009855
HML       0.000362
dtype: float64, 88883: const    -0.490606
vwretd    7.443097
SMB       0.041794
HML       0.043280
dtype: float64, 88884: const     0.001134
vwretd    0.609245
SMB       0.004406
HML       0.003095
dtype: float64, 88885: const     0.004298
vwretd    1.169771
SMB      -0.002945
HML       0.002134
dtype: float64, 88886: const    -0.005683
vwretd    0.748212
SMB       0.016164
HML      -0.038732
dtype: float64, 88888: const     0.007334
vwretd    0.956882
SMB       0.002714
HML       0.002193
dtype: float64, 88890: const     0.109815
vwretd   -0.767250
SMB      -0.014210
HML      -0.012790
dtype: float64, 88891: const     0.001281
vwretd    0.933028
SMB       0.003767
HML       0.001534
dtype: float64, 88892: const     0.014241
vwretd    0.785829
SMB      -0.001170
HML       0.009190
dtype: float64, 88893: const     0.000832
vwretd    0.904149
SMB       0.004980
HML      -0.005834
dtype: float64, 88894: const     0.001845
vwretd    0.919474
SMB       0.000801
HML       0.002968
dtype: float64, 88895: const     0.008591
vwretd    0.795455
SMB       0.013094
HML       0.007871
dtype: float64, 88896: const     0.004769
vwretd    1.287921
SMB       0.004676
HML      -0.004579
dtype: float64, 88897: const    -0.000340
vwretd    1.883094
SMB       0.010461
HML       0.010641
dtype: float64, 88899: const     0.027601
vwretd    0.066221
SMB       0.037747
HML       0.030847
dtype: float64, 88900: const    -0.222941
vwretd   -0.460614
SMB       0.031060
HML       0.031158
dtype: float64, 88901: const     0.009104
vwretd    0.572976
SMB       0.001727
HML       0.002478
dtype: float64, 88902: const     0.012027
vwretd    0.973865
SMB      -0.005228
HML      -0.012441
dtype: float64, 88903: const     0.004148
vwretd    1.203669
SMB      -0.002801
HML       0.001982
dtype: float64, 88904: const    -0.008295
vwretd    0.823749
SMB       0.017333
HML       0.018554
dtype: float64, 88905: const     0.011081
vwretd    0.650297
SMB       0.017706
HML       0.001323
dtype: float64, 88906: const    -0.003232
vwretd    2.210772
SMB       0.009429
HML       0.005258
dtype: float64, 88907: const     0.024421
vwretd    0.214163
SMB       0.000206
HML      -0.008994
dtype: float64, 88908: const     0.006984
vwretd    0.193290
SMB       0.005344
HML       0.011832
dtype: float64, 88909: const     0.012853
vwretd    0.515237
SMB      -0.000437
HML      -0.002577
dtype: float64, 88910: const    -0.040756
vwretd    2.710235
SMB       0.007471
HML       0.006000
dtype: float64, 88911: const     0.017627
vwretd    2.606521
SMB      -0.001712
HML      -0.046962
dtype: float64, 88912: const     0.001839
vwretd    0.883933
SMB       0.004667
HML       0.014663
dtype: float64, 88913: const     0.020806
vwretd    5.032715
SMB       0.037067
HML      -0.093099
dtype: float64, 88914: const    -0.071856
vwretd    3.677132
SMB      -0.020504
HML      -0.025904
dtype: float64, 88915: const     0.016534
vwretd    1.440346
SMB       0.006315
HML      -0.028034
dtype: float64, 88916: const    -0.003099
vwretd    1.667303
SMB       0.010428
HML      -0.012764
dtype: float64, 88917: const    -0.008595
vwretd    1.827387
SMB       0.011006
HML      -0.011744
dtype: float64, 88919: const    -0.000488
vwretd    1.900694
SMB      -0.013766
HML      -0.009884
dtype: float64, 88922: const     0.015537
vwretd    1.108510
SMB       0.002313
HML       0.001559
dtype: float64, 88923: const     0.017229
vwretd    0.571159
SMB      -0.010233
HML       0.018296
dtype: float64, 88924: const     0.010113
vwretd    0.316097
SMB       0.002452
HML       0.002748
dtype: float64, 88925: const     0.040237
vwretd    0.619007
SMB      -0.012600
HML       0.008175
dtype: float64, 88926: const     0.003187
vwretd    0.713589
SMB       0.003076
HML       0.001309
dtype: float64, 88927: const     0.000508
vwretd    1.279824
SMB       0.000224
HML      -0.004987
dtype: float64, 88929: const     0.005556
vwretd    0.078891
SMB      -0.001057
HML      -0.000379
dtype: float64, 88930: const     0.002953
vwretd    0.191286
SMB      -0.001062
HML      -0.001433
dtype: float64, 88931: const     0.004851
vwretd    0.085995
SMB      -0.000791
HML       0.000578
dtype: float64, 88932: const     0.005374
vwretd    0.082179
SMB       0.000223
HML      -0.000790
dtype: float64, 88933: const     0.004486
vwretd    0.073361
SMB       0.000807
HML      -0.001007
dtype: float64, 88934: const     0.005877
vwretd    0.003712
SMB       0.000580
HML      -0.000851
dtype: float64, 88935: const     0.003009
vwretd    1.741525
SMB       0.000211
HML      -0.003478
dtype: float64, 88937: const    -0.017445
vwretd    1.206195
SMB      -0.001276
HML      -0.000246
dtype: float64, 88938: const     0.023623
vwretd    0.676846
SMB       0.003182
HML       0.008354
dtype: float64, 88939: const     0.002365
vwretd    0.342450
SMB       0.002665
HML      -0.005400
dtype: float64, 88940: const     0.004973
vwretd    1.061971
SMB       0.009361
HML      -0.000672
dtype: float64, 88941: const    -0.002208
vwretd    0.409463
SMB       0.003080
HML      -0.003260
dtype: float64, 88942: const     0.037358
vwretd    0.452742
SMB      -0.003121
HML      -0.000306
dtype: float64, 88943: const    -0.024537
vwretd    0.778813
SMB       0.007608
HML       0.016094
dtype: float64, 88944: const     0.001721
vwretd    0.497057
SMB       0.011747
HML       0.010297
dtype: float64, 88945: const    -0.002545
vwretd    1.996385
SMB       0.003691
HML      -0.003244
dtype: float64, 88946: const    -0.063173
vwretd    3.520141
SMB      -0.004583
HML       0.003338
dtype: float64, 88947: const    -0.044202
vwretd    1.035100
SMB       0.005916
HML       0.030302
dtype: float64, 88948: const     0.036371
vwretd    3.365941
SMB       0.014655
HML      -0.037285
dtype: float64, 88949: const     0.012162
vwretd    0.904105
SMB       0.015839
HML      -0.005964
dtype: float64, 88950: const    -0.008064
vwretd    2.360890
SMB      -0.009013
HML      -0.077585
dtype: float64, 88951: const     0.006313
vwretd    0.179235
SMB       0.003355
HML       0.001603
dtype: float64, 88952: const     0.013911
vwretd    2.075967
SMB       0.015213
HML      -0.017441
dtype: float64, 88953: const     0.004760
vwretd    1.391025
SMB       0.004460
HML       0.000595
dtype: float64, 88955: const    -0.139803
vwretd   -3.786224
SMB      -0.018309
HML      -0.153233
dtype: float64, 88957: const     0.004962
vwretd    0.685775
SMB       0.001589
HML      -0.003418
dtype: float64, 88958: const     0.003125
vwretd    1.103487
SMB       0.002479
HML      -0.005269
dtype: float64, 88960: const     0.000863
vwretd    0.963564
SMB       0.002352
HML       0.003710
dtype: float64, 88961: const     0.001160
vwretd    0.931401
SMB       0.002180
HML       0.003550
dtype: float64, 88962: const     0.029889
vwretd   -0.596888
SMB      -0.003162
HML       0.011758
dtype: float64, 88963: const     0.005780
vwretd    0.295561
SMB       0.001063
HML       0.002678
dtype: float64, 88964: const     0.003350
vwretd    0.170343
SMB       0.001974
HML       0.006317
dtype: float64, 88965: const     0.002076
vwretd    0.442494
SMB       0.001427
HML       0.004483
dtype: float64, 88966: const     0.006752
vwretd    1.729806
SMB       0.013548
HML      -0.064010
dtype: float64, 88967: const    -0.028130
vwretd    1.928022
SMB       0.033064
HML      -0.011032
dtype: float64, 88968: const    -0.010360
vwretd    0.782942
SMB       0.007525
HML       0.016501
dtype: float64, 88969: const     0.005580
vwretd    5.857238
SMB       0.016537
HML      -0.077175
dtype: float64, 88970: const     0.000878
vwretd    0.657160
SMB       0.002293
HML       0.008479
dtype: float64, 88971: const     0.012240
vwretd   -1.917666
SMB      -0.024411
HML      -0.014135
dtype: float64, 88972: const     0.014558
vwretd    0.669901
SMB       0.016122
HML      -0.011453
dtype: float64, 88973: const    -0.018981
vwretd    3.818478
SMB       0.003343
HML       0.058136
dtype: float64, 88974: const     0.017829
vwretd    0.086572
SMB       0.000101
HML       0.002873
dtype: float64, 88975: const     0.027326
vwretd    0.078731
SMB       0.000516
HML       0.004066
dtype: float64, 88976: const    -0.000924
vwretd    0.772430
SMB       0.005642
HML       0.011763
dtype: float64, 88977: const    -0.014289
vwretd    1.308463
SMB       0.005292
HML       0.009987
dtype: float64, 88978: const     0.037622
vwretd    1.654125
SMB       0.011244
HML      -0.007175
dtype: float64, 88979: const     0.008998
vwretd    0.476837
SMB       0.003853
HML      -0.001409
dtype: float64, 88980: const    -0.013692
vwretd    1.603295
SMB       0.020510
HML       0.010230
dtype: float64, 88981: const    -0.064725
vwretd   -3.925764
SMB       0.074321
HML      -0.027468
dtype: float64, 88982: const     0.010283
vwretd    0.648534
SMB       0.007039
HML       0.005761
dtype: float64, 88983: const    -0.044120
vwretd    3.785320
SMB       0.027029
HML      -0.017935
dtype: float64, 88984: const     0.003490
vwretd    0.643900
SMB      -0.000558
HML       0.009519
dtype: float64, 88986: const    -0.000821
vwretd    1.446795
SMB       0.006331
HML       0.017550
dtype: float64, 88987: const    -0.036707
vwretd    1.481387
SMB       0.012631
HML      -0.002396
dtype: float64, 88988: const     0.008238
vwretd    1.141352
SMB       0.003611
HML       0.005361
dtype: float64, 88989: const     0.010506
vwretd    0.496922
SMB      -0.000269
HML      -0.000743
dtype: float64, 88990: const    -0.004186
vwretd    1.892208
SMB       0.011519
HML       0.006523
dtype: float64, 88991: const    -0.013697
vwretd    1.098580
SMB       0.007401
HML       0.004119
dtype: float64, 88992: const    -0.007788
vwretd    1.963734
SMB       0.004189
HML      -0.002054
dtype: float64, 88993: const     0.000047
vwretd    0.724447
SMB       0.001866
HML       0.001024
dtype: float64, 88994: const     0.003317
vwretd    1.149423
SMB       0.011138
HML      -0.002957
dtype: float64, 88995: const     0.007607
vwretd    1.431868
SMB      -0.000335
HML       0.016754
dtype: float64, 88996: const     0.075031
vwretd   -0.626090
SMB      -0.023961
HML      -0.000818
dtype: float64, 88997: const     0.058833
vwretd   -0.806130
SMB      -0.014736
HML      -0.000922
dtype: float64, 88998: const     0.071882
vwretd   -1.171384
SMB      -0.020770
HML       0.001636
dtype: float64, 88999: const     0.040628
vwretd    0.069734
SMB       0.003890
HML      -0.013879
dtype: float64, 89000: const     0.001047
vwretd    1.230711
SMB       0.004524
HML       0.011508
dtype: float64, 89001: const     0.027489
vwretd    2.337213
SMB      -0.009400
HML      -0.016480
dtype: float64, 89002: const    -0.000731
vwretd    1.395600
SMB       0.009947
HML       0.009158
dtype: float64, 89003: const     0.003043
vwretd    0.840313
SMB      -0.002092
HML      -0.000678
dtype: float64, 89004: const     0.009342
vwretd    1.044055
SMB       0.001926
HML       0.001718
dtype: float64, 89005: const     0.012809
vwretd    0.695329
SMB       0.008660
HML       0.011116
dtype: float64, 89006: const     0.003820
vwretd    0.677110
SMB      -0.006214
HML       0.001526
dtype: float64, 89007: const     0.014443
vwretd    0.295599
SMB       0.000507
HML       0.007676
dtype: float64, 89008: const    -0.005656
vwretd    1.680773
SMB       0.007252
HML       0.029706
dtype: float64, 89009: const     0.003873
vwretd    0.307015
SMB      -0.000514
HML       0.000736
dtype: float64, 89010: const    -0.051320
vwretd    0.767351
SMB       0.010924
HML       0.024348
dtype: float64, 89011: const     0.003688
vwretd    0.260536
SMB       0.000100
HML      -0.000826
dtype: float64, 89012: const     0.002665
vwretd    0.247898
SMB       0.000380
HML      -0.001294
dtype: float64, 89013: const     0.016829
vwretd    0.951646
SMB       0.000335
HML       0.002650
dtype: float64, 89014: const     0.005617
vwretd    0.875620
SMB       0.001713
HML       0.002360
dtype: float64, 89016: const     0.006487
vwretd    0.971536
SMB       0.000723
HML       0.004490
dtype: float64, 89017: const     0.003867
vwretd    0.686307
SMB       0.001281
HML       0.002211
dtype: float64, 89018: const    -0.018211
vwretd    0.842899
SMB       0.009510
HML       0.006072
dtype: float64, 89019: const     0.000672
vwretd    2.766111
SMB      -0.022684
HML       0.017452
dtype: float64, 89021: const    -0.000967
vwretd    0.798032
SMB       0.002536
HML       0.002044
dtype: float64, 89022: const     0.001133
vwretd    0.484021
SMB       0.002026
HML       0.001693
dtype: float64, 89023: const     0.007481
vwretd    1.261626
SMB       0.019818
HML      -0.004430
dtype: float64, 89025: const     0.018102
vwretd    1.351212
SMB       0.019738
HML       0.011058
dtype: float64, 89026: const    -0.334549
vwretd    7.478253
SMB       0.041727
HML       0.088336
dtype: float64, 89027: const     -0.671416
vwretd    10.433465
SMB       -0.025501
HML        0.244902
dtype: float64, 89028: const    -0.113627
vwretd    2.826583
SMB       0.058889
HML      -0.062740
dtype: float64, 89029: const    -0.020987
vwretd    1.257009
SMB       0.019768
HML       0.002546
dtype: float64, 89030: const    -0.030640
vwretd    0.931588
SMB       0.002445
HML       0.000678
dtype: float64, 89031: const     0.026155
vwretd    1.024056
SMB       0.026372
HML      -0.001508
dtype: float64, 89032: const    -0.023378
vwretd    0.490879
SMB       0.003534
HML       0.007015
dtype: float64, 89033: const    -0.020258
vwretd    0.678465
SMB       0.020860
HML       0.014431
dtype: float64, 89034: const     0.013520
vwretd    2.532674
SMB       0.132316
HML       0.072684
dtype: float64, 89035: const     0.004200
vwretd    0.530621
SMB       0.016061
HML       0.002725
dtype: float64, 89036: const     0.007864
vwretd    0.657847
SMB       0.007598
HML       0.005667
dtype: float64, 89037: const     0.029494
vwretd    1.036918
SMB      -0.015948
HML       0.049316
dtype: float64, 89038: const     0.004279
vwretd    0.403459
SMB       0.004417
HML       0.005580
dtype: float64, 89039: const     0.280206
vwretd    2.121928
SMB       0.008878
HML      -0.133449
dtype: float64, 89040: const     0.000219
vwretd    1.064324
SMB       0.010962
HML       0.002373
dtype: float64, 89041: const    -0.096699
vwretd    0.298964
SMB      -0.027124
HML       0.061843
dtype: float64, 89043: const     0.004650
vwretd    1.307923
SMB       0.003750
HML       0.003804
dtype: float64, 89044: const     0.000390
vwretd    1.605215
SMB       0.006814
HML       0.000094
dtype: float64, 89045: const     0.012469
vwretd    0.366353
SMB       0.007384
HML       0.024594
dtype: float64, 89046: const    -0.000295
vwretd    0.788434
SMB       0.005584
HML       0.002090
dtype: float64, 89047: const    -0.031364
vwretd    0.935583
SMB       0.018650
HML      -0.000116
dtype: float64, 89048: const    -0.001411
vwretd    0.596138
SMB       0.003846
HML       0.005288
dtype: float64, 89049: const     0.003181
vwretd    0.180426
SMB      -0.000347
HML      -0.000823
dtype: float64, 89050: const     0.003270
vwretd    0.269584
SMB      -0.001198
HML      -0.001723
dtype: float64, 89051: const     0.004386
vwretd    0.137125
SMB       0.000217
HML      -0.000928
dtype: float64, 89052: const     0.004513
vwretd    0.167266
SMB      -0.000004
HML      -0.001062
dtype: float64, 89053: const     0.002945
vwretd    0.157585
SMB       0.000137
HML      -0.000810
dtype: float64, 89056: const     0.012311
vwretd    1.113414
SMB      -0.000519
HML       0.002263
dtype: float64, 89057: const     0.000740
vwretd    0.999924
SMB       0.002089
HML       0.003225
dtype: float64, 89058: const    -0.000082
vwretd    1.095567
SMB       0.002887
HML      -0.002670
dtype: float64, 89059: const     0.000663
vwretd    1.029674
SMB       0.002463
HML       0.000761
dtype: float64, 89060: const     0.000039
vwretd    1.213209
SMB       0.001432
HML      -0.005543
dtype: float64, 89061: const    -0.000410
vwretd    1.424805
SMB       0.003146
HML      -0.003144
dtype: float64, 89062: const    -0.003547
vwretd    1.365221
SMB       0.005713
HML      -0.002387
dtype: float64, 89063: const    -0.001274
vwretd    0.643150
SMB       0.004031
HML       0.001726
dtype: float64, 89064: const     0.002153
vwretd    1.028085
SMB       0.003093
HML       0.008781
dtype: float64, 89066: const    -0.009503
vwretd    2.291148
SMB       0.021427
HML       0.001670
dtype: float64, 89067: const    -0.045683
vwretd    1.283547
SMB       0.001977
HML      -0.006386
dtype: float64, 89068: const    -0.000987
vwretd    0.841737
SMB       0.001871
HML       0.001363
dtype: float64, 89069: const    -0.102266
vwretd    2.160860
SMB       0.022991
HML       0.013309
dtype: float64, 89070: const     0.001633
vwretd    0.832583
SMB       0.001686
HML       0.002290
dtype: float64, 89071: const     0.004778
vwretd    1.125424
SMB      -0.001171
HML      -0.003734
dtype: float64, 89077: const     0.008043
vwretd    1.665544
SMB       0.007641
HML      -0.006488
dtype: float64, 89085: const    -0.029751
vwretd    1.544658
SMB       0.004027
HML       0.003567
dtype: float64, 89093: const    -0.014287
vwretd    1.705451
SMB       0.009400
HML       0.008119
dtype: float64, 89098: const    -0.091393
vwretd    0.544068
SMB       0.018784
HML      -0.000418
dtype: float64, 89099: const    -0.014871
vwretd    1.407361
SMB       0.010624
HML      -0.008438
dtype: float64, 89100: const     0.004441
vwretd    0.623803
SMB      -0.002104
HML       0.008834
dtype: float64, 89102: const     0.001779
vwretd    1.049629
SMB      -0.008611
HML       0.007350
dtype: float64, 89103: const     0.000564
vwretd    1.053291
SMB       0.006599
HML       0.004667
dtype: float64, 89104: const     0.005795
vwretd    0.441189
SMB       0.005987
HML       0.009664
dtype: float64, 89105: const     0.002557
vwretd    2.090763
SMB       0.007992
HML      -0.002129
dtype: float64, 89106: const    -0.056087
vwretd    0.947974
SMB      -0.001261
HML       0.004040
dtype: float64, 89108: const     0.003819
vwretd    0.862976
SMB       0.005798
HML       0.002431
dtype: float64, 89109: const    -0.004862
vwretd    0.463281
SMB       0.002149
HML       0.005754
dtype: float64, 89110: const     0.008711
vwretd    0.768226
SMB       0.012125
HML       0.000137
dtype: float64, 89114: const    -0.042679
vwretd    0.455158
SMB      -0.009384
HML       0.001336
dtype: float64, 89122: const     0.000419
vwretd    1.082958
SMB       0.015449
HML       0.011767
dtype: float64, 89125: const     0.007163
vwretd    1.098807
SMB       0.001171
HML       0.001497
dtype: float64, 89126: const     0.023133
vwretd    0.493616
SMB       0.000804
HML      -0.009068
dtype: float64, 89127: const     0.005274
vwretd    0.709693
SMB       0.002864
HML      -0.002616
dtype: float64, 89128: const     0.061455
vwretd    1.660042
SMB      -0.003781
HML      -0.006396
dtype: float64, 89129: const    -0.001641
vwretd    0.987355
SMB      -0.001236
HML       0.001330
dtype: float64, 89130: const    -0.007364
vwretd    1.822691
SMB      -0.005623
HML      -0.000017
dtype: float64, 89131: const    -0.007549
vwretd    1.994513
SMB      -0.010896
HML      -0.000694
dtype: float64, 89132: const    -0.006048
vwretd    2.055555
SMB       0.032115
HML      -0.014563
dtype: float64, 89133: const     0.074731
vwretd    1.323065
SMB      -0.001074
HML       0.035669
dtype: float64, 89134: const     0.002498
vwretd    1.418129
SMB       0.011398
HML       0.011540
dtype: float64, 89138: const     0.005714
vwretd    0.904665
SMB      -0.004961
HML       0.004253
dtype: float64, 89139: const     0.008754
vwretd    1.057355
SMB       0.009307
HML       0.002780
dtype: float64, 89141: const     0.006686
vwretd    0.928583
SMB       0.004228
HML       0.005572
dtype: float64, 89142: const    -0.000647
vwretd    0.662018
SMB       0.012126
HML      -0.005507
dtype: float64, 89143: const     0.005305
vwretd    0.401082
SMB       0.003395
HML       0.003963
dtype: float64, 89144: const    -0.024540
vwretd    0.522042
SMB       0.003933
HML       0.002438
dtype: float64, 89145: const     0.026216
vwretd    2.227030
SMB       0.023203
HML      -0.018073
dtype: float64, 89147: const      0.793986
vwretd    16.290242
SMB        0.108760
HML        0.015823
dtype: float64, 89148: const    -0.007114
vwretd    1.231943
SMB       0.040978
HML      -0.001523
dtype: float64, 89149: const    -0.277522
vwretd    9.074403
SMB       0.042764
HML       0.125162
dtype: float64, 89150: const    -0.010296
vwretd    1.207486
SMB       0.010847
HML       0.006224
dtype: float64, 89151: const    -0.000291
vwretd    2.136445
SMB       0.010964
HML       0.011206
dtype: float64, 89152: const     0.012407
vwretd    0.857784
SMB       0.003778
HML       0.000723
dtype: float64, 89154: const    -0.012907
vwretd    1.392531
SMB       0.000941
HML       0.005142
dtype: float64, 89155: const     0.007052
vwretd    0.476965
SMB      -0.001170
HML      -0.000827
dtype: float64, 89156: const     0.006705
vwretd    0.978998
SMB       0.001840
HML      -0.005496
dtype: float64, 89157: const    -0.012317
vwretd    0.329349
SMB      -0.008801
HML      -0.008761
dtype: float64, 89158: const     0.006656
vwretd    0.008004
SMB       0.000391
HML      -0.001780
dtype: float64, 89159: const     0.005871
vwretd    0.099207
SMB      -0.001058
HML      -0.001191
dtype: float64, 89160: const     0.005978
vwretd    0.067634
SMB       0.000941
HML       0.000220
dtype: float64, 89161: const     0.004482
vwretd    0.134816
SMB       0.001250
HML      -0.000153
dtype: float64, 89162: const     0.003874
vwretd    0.196997
SMB       0.000218
HML      -0.001336
dtype: float64, 89163: const     0.005704
vwretd    0.096215
SMB      -0.000698
HML      -0.000455
dtype: float64, 89165: const    -0.075659
vwretd   -0.244225
SMB      -0.029888
HML      -0.046806
dtype: float64, 89166: const     0.001998
vwretd    1.891821
SMB      -0.002273
HML       0.012512
dtype: float64, 89167: const     0.000341
vwretd    0.775695
SMB       0.017771
HML       0.006229
dtype: float64, 89168: const     0.010771
vwretd    0.309835
SMB       0.006319
HML       0.003375
dtype: float64, 89169: const     0.007099
vwretd    0.393077
SMB       0.036755
HML       0.007654
dtype: float64, 89170: const     0.004189
vwretd    1.272456
SMB       0.005481
HML      -0.009021
dtype: float64, 89172: const    -0.019234
vwretd    1.178988
SMB       0.026769
HML      -0.007035
dtype: float64, 89173: const     0.247625
vwretd   -0.973913
SMB      -0.001626
HML      -0.254150
dtype: float64, 89174: const     0.008850
vwretd    0.292971
SMB       0.017138
HML       0.000439
dtype: float64, 89175: const     0.009215
vwretd    1.432934
SMB       0.018080
HML       0.007739
dtype: float64, 89176: const     0.019157
vwretd    0.058830
SMB       0.005745
HML      -0.001655
dtype: float64, 89177: const    -0.012737
vwretd    1.853526
SMB       0.043216
HML       0.033691
dtype: float64, 89179: const     0.008930
vwretd    0.756807
SMB      -0.000604
HML       0.002744
dtype: float64, 89181: const     0.019584
vwretd    1.426847
SMB       0.011221
HML      -0.004672
dtype: float64, 89182: const     0.004741
vwretd    0.019734
SMB       0.000034
HML       0.000141
dtype: float64, 89183: const     0.004187
vwretd    0.008872
SMB      -0.000213
HML      -0.000340
dtype: float64, 89184: const     0.004553
vwretd   -0.018867
SMB       0.000445
HML      -0.001960
dtype: float64, 89185: const     0.020525
vwretd    0.564745
SMB       0.007552
HML       0.002007
dtype: float64, 89186: const     0.002400
vwretd    1.736650
SMB      -0.001311
HML      -0.002682
dtype: float64, 89187: const     0.000061
vwretd    1.075927
SMB      -0.000858
HML       0.000942
dtype: float64, 89188: const    -0.000676
vwretd    1.082996
SMB       0.001558
HML       0.005420
dtype: float64, 89189: const    -0.001334
vwretd    0.688278
SMB       0.000410
HML       0.000978
dtype: float64, 89190: const    -0.000219
vwretd    1.263694
SMB      -0.003021
HML       0.003497
dtype: float64, 89191: const     0.003800
vwretd    1.324719
SMB       0.002989
HML       0.004829
dtype: float64, 89192: const    -0.012248
vwretd    1.122818
SMB       0.010546
HML      -0.006756
dtype: float64, 89194: const     0.009507
vwretd    0.774841
SMB       0.003618
HML      -0.004314
dtype: float64, 89195: const     0.001140
vwretd    1.621713
SMB       0.001697
HML       0.010737
dtype: float64, 89196: const     0.003179
vwretd    1.678806
SMB       0.007665
HML       0.006283
dtype: float64, 89197: const    -0.027129
vwretd    1.869763
SMB      -0.007034
HML      -0.001033
dtype: float64, 89198: const    -0.006063
vwretd    1.724905
SMB      -0.003732
HML       0.001827
dtype: float64, 89199: const    -0.009864
vwretd    1.726845
SMB      -0.005636
HML       0.009325
dtype: float64, 89200: const    -0.020132
vwretd    1.320164
SMB      -0.013438
HML       0.003190
dtype: float64, 89201: const     0.015823
vwretd    1.124986
SMB       0.000019
HML       0.025453
dtype: float64, 89202: const     0.001697
vwretd    0.514108
SMB       0.002331
HML       0.003580
dtype: float64, 89203: const     0.004777
vwretd    0.587931
SMB       0.005910
HML      -0.004260
dtype: float64, 89204: const     0.016283
vwretd    0.524583
SMB       0.007876
HML       0.004639
dtype: float64, 89205: const    -0.055046
vwretd    2.821512
SMB       0.041822
HML       0.013500
dtype: float64, 89206: const     0.062826
vwretd    0.791098
SMB      -0.008848
HML       0.009583
dtype: float64, 89207: const    -0.001587
vwretd    1.028227
SMB       0.014454
HML       0.002665
dtype: float64, 89208: const    -0.004649
vwretd    1.784383
SMB       0.021628
HML       0.001674
dtype: float64, 89210: const    -0.003731
vwretd    1.511978
SMB       0.007323
HML       0.006469
dtype: float64, 89211: const     0.004270
vwretd    0.330264
SMB       0.004600
HML       0.004346
dtype: float64, 89213: const     0.009770
vwretd    1.013854
SMB       0.003136
HML      -0.005033
dtype: float64, 89215: const     0.004787
vwretd    0.748115
SMB       0.012773
HML       0.005077
dtype: float64, 89216: const     0.005151
vwretd    1.280535
SMB       0.007884
HML       0.003569
dtype: float64, 89217: const     0.005785
vwretd    0.780761
SMB       0.004681
HML       0.000422
dtype: float64, 89218: const    -0.006228
vwretd    0.082105
SMB       0.011212
HML       0.003570
dtype: float64, 89221: const     0.003044
vwretd    0.310810
SMB      -0.000510
HML      -0.001429
dtype: float64, 89223: const     0.008084
vwretd    0.267271
SMB       0.010973
HML       0.004057
dtype: float64, 89224: const     0.018105
vwretd    1.416524
SMB       0.016287
HML       0.009889
dtype: float64, 89225: const     0.005712
vwretd    0.369036
SMB       0.004648
HML      -0.008511
dtype: float64, 89227: const     0.007540
vwretd    0.887137
SMB       0.007739
HML       0.013231
dtype: float64, 89229: const    -0.015220
vwretd    0.513152
SMB      -0.005399
HML       0.006772
dtype: float64, 89230: const     0.000631
vwretd    1.424986
SMB       0.007019
HML      -0.010259
dtype: float64, 89231: const    -0.001277
vwretd    0.905424
SMB      -0.004168
HML      -0.001387
dtype: float64, 89232: const     0.000433
vwretd    1.225576
SMB      -0.000730
HML      -0.003496
dtype: float64, 89233: const     0.002110
vwretd    0.715916
SMB      -0.002152
HML      -0.001276
dtype: float64, 89234: const    -0.003932
vwretd    1.218455
SMB      -0.002294
HML       0.005823
dtype: float64, 89235: const     0.000370
vwretd    0.967888
SMB       0.000566
HML       0.006447
dtype: float64, 89236: const    -0.005291
vwretd    1.406604
SMB      -0.000800
HML       0.007588
dtype: float64, 89237: const     0.000871
vwretd    0.644713
SMB       0.004497
HML       0.008740
dtype: float64, 89238: const    -0.011335
vwretd    1.452795
SMB      -0.002409
HML       0.010781
dtype: float64, 89239: const     0.039898
vwretd    1.545339
SMB      -0.010731
HML       0.000205
dtype: float64, 89240: const    -0.000404
vwretd    1.117215
SMB       0.003915
HML       0.002810
dtype: float64, 89241: const     0.006610
vwretd    0.019647
SMB      -0.000579
HML       0.000207
dtype: float64, 89242: const     0.005434
vwretd    0.054154
SMB       0.000447
HML      -0.001304
dtype: float64, 89243: const     0.002039
vwretd    1.377010
SMB       0.008677
HML      -0.002407
dtype: float64, 89244: const    -0.004635
vwretd    1.350428
SMB       0.000447
HML       0.004112
dtype: float64, 89245: const     0.002094
vwretd    0.459845
SMB       0.005874
HML       0.007968
dtype: float64, 89246: const     0.001445
vwretd    1.608206
SMB       0.005662
HML       0.004849
dtype: float64, 89247: const    -0.000855
vwretd    0.552823
SMB       0.002424
HML       0.004036
dtype: float64, 89249: const    -0.007461
vwretd    0.676525
SMB       0.007290
HML      -0.004791
dtype: float64, 89250: const     0.005311
vwretd    0.700439
SMB      -0.000084
HML      -0.002236
dtype: float64, 89252: const    -0.013346
vwretd    1.481688
SMB       0.007876
HML      -0.001583
dtype: float64, 89253: const    -0.058287
vwretd    4.813340
SMB       0.053830
HML       0.074192
dtype: float64, 89254: const    -0.020156
vwretd    0.831155
SMB       0.002962
HML      -0.015389
dtype: float64, 89256: const    -0.007317
vwretd    1.030924
SMB      -0.000703
HML       0.004624
dtype: float64, 89257: const     0.004601
vwretd    0.632214
SMB       0.001568
HML       0.001658
dtype: float64, 89258: const    -0.000068
vwretd    1.526021
SMB       0.001178
HML       0.011136
dtype: float64, 89259: const    -0.035935
vwretd    0.017013
SMB       0.004669
HML       0.020880
dtype: float64, 89260: const     0.029325
vwretd    0.231102
SMB       0.000969
HML       0.014142
dtype: float64, 89261: const     0.015025
vwretd    0.792418
SMB       0.040905
HML      -0.008518
dtype: float64, 89262: const     0.003978
vwretd    0.363821
SMB       0.003916
HML       0.005230
dtype: float64, 89263: const     0.005818
vwretd    0.514477
SMB       0.000208
HML       0.004648
dtype: float64, 89264: const     0.008985
vwretd   -0.206480
SMB       0.005311
HML       0.008639
dtype: float64, 89265: const     0.028993
vwretd    0.065575
SMB       0.010135
HML       0.004546
dtype: float64, 89266: const     0.014204
vwretd    0.353196
SMB       0.012656
HML       0.006002
dtype: float64, 89267: const     0.129199
vwretd    3.454034
SMB      -0.037130
HML       0.072050
dtype: float64, 89268: const    -0.020744
vwretd    0.874463
SMB      -0.008464
HML       0.018299
dtype: float64, 89269: const     0.013149
vwretd    0.743504
SMB       0.005646
HML      -0.002700
dtype: float64, 89270: const     0.005695
vwretd    0.511109
SMB       0.001615
HML       0.007837
dtype: float64, 89271: const     0.001826
vwretd    1.171706
SMB       0.008455
HML       0.001320
dtype: float64, 89272: const     0.040800
vwretd   -0.267524
SMB       0.008098
HML       0.003460
dtype: float64, 89273: const    -0.054166
vwretd    1.656482
SMB       0.034215
HML      -0.021500
dtype: float64, 89274: const    -0.038501
vwretd    1.605579
SMB       0.009252
HML       0.008384
dtype: float64, 89275: const     0.074990
vwretd    1.259483
SMB      -0.014527
HML      -0.008223
dtype: float64, 89276: const    -0.000253
vwretd    3.709353
SMB      -0.018440
HML      -0.043771
dtype: float64, 89277: const    -0.055735
vwretd    0.832518
SMB       0.030749
HML       0.005553
dtype: float64, 89278: const    -0.000456
vwretd    0.549543
SMB      -0.004723
HML       0.004092
dtype: float64, 89279: const     0.005205
vwretd    0.302918
SMB       0.003722
HML       0.004423
dtype: float64, 89280: const    -0.003774
vwretd   -0.465516
SMB       0.006597
HML      -0.027588
dtype: float64, 89281: const     0.004572
vwretd    0.130430
SMB      -0.000281
HML      -0.001245
dtype: float64, 89282: const     0.002888
vwretd    0.173002
SMB      -0.000104
HML      -0.001596
dtype: float64, 89283: const     0.005067
vwretd    0.050336
SMB       0.000622
HML      -0.000751
dtype: float64, 89284: const     0.008713
vwretd    0.575758
SMB      -0.000255
HML       0.003502
dtype: float64, 89286: const    -0.000146
vwretd    1.057171
SMB       0.005773
HML       0.000264
dtype: float64, 89288: const     0.000570
vwretd    1.753017
SMB       0.005567
HML       0.022233
dtype: float64, 89289: const    -0.000572
vwretd    1.370975
SMB       0.012277
HML       0.012684
dtype: float64, 89290: const     0.012333
vwretd    1.373281
SMB       0.006420
HML      -0.006638
dtype: float64, 89291: const     0.018261
vwretd   -0.102654
SMB      -0.003625
HML      -0.001192
dtype: float64, 89292: const    -0.001031
vwretd    0.429324
SMB       0.012802
HML       0.011082
dtype: float64, 89293: const    -0.024198
vwretd    0.831965
SMB      -0.004678
HML      -0.001193
dtype: float64, 89295: const     0.004914
vwretd    0.348909
SMB       0.000761
HML      -0.001402
dtype: float64, 89296: const     0.022420
vwretd    0.810046
SMB      -0.007364
HML      -0.019801
dtype: float64, 89297: const     0.021625
vwretd    1.214078
SMB       0.014467
HML      -0.006283
dtype: float64, 89298: const     0.000252
vwretd    1.360166
SMB       0.003573
HML       0.004145
dtype: float64, 89300: const    -0.067201
vwretd    2.897010
SMB       0.010137
HML       0.003079
dtype: float64, 89301: const     0.073949
vwretd   -1.085508
SMB       0.100622
HML       0.019776
dtype: float64, 89302: const    -0.021774
vwretd   -0.126156
SMB       0.010131
HML       0.025042
dtype: float64, 89303: const     0.010822
vwretd    1.119375
SMB      -0.002260
HML       0.009848
dtype: float64, 89304: const     0.012289
vwretd    0.488053
SMB       0.000166
HML      -0.003088
dtype: float64, 89305: const     0.018893
vwretd    1.521707
SMB      -0.001724
HML       0.002150
dtype: float64, 89306: const     0.015171
vwretd    0.544347
SMB       0.026521
HML       0.002735
dtype: float64, 89307: const     0.005353
vwretd    0.511975
SMB       0.005745
HML      -0.000446
dtype: float64, 89308: const    -0.023298
vwretd    0.920257
SMB      -0.000185
HML       0.002001
dtype: float64, 89309: const    -0.000401
vwretd    0.676184
SMB       0.004349
HML       0.009679
dtype: float64, 89310: const     0.003066
vwretd    0.736984
SMB       0.002110
HML       0.002247
dtype: float64, 89312: const     0.022374
vwretd    1.336455
SMB       0.003374
HML       0.017184
dtype: float64, 89313: const     0.001734
vwretd    1.396895
SMB       0.014803
HML      -0.015490
dtype: float64, 89315: const     0.026187
vwretd    0.137142
SMB      -0.005709
HML       0.017576
dtype: float64, 89317: const     0.006255
vwretd    0.343687
SMB       0.003960
HML       0.003000
dtype: float64, 89320: const    -0.002356
vwretd    0.560699
SMB      -0.000587
HML      -0.001178
dtype: float64, 89321: const    -0.003548
vwretd    0.442479
SMB       0.011774
HML       0.013514
dtype: float64, 89322: const    -0.046941
vwretd    3.751595
SMB      -0.002777
HML       0.027306
dtype: float64, 89323: const    -0.001141
vwretd    0.618275
SMB       0.012567
HML       0.016066
dtype: float64, 89325: const    -0.009779
vwretd    0.783898
SMB       0.008372
HML      -0.002592
dtype: float64, 89326: const     0.018690
vwretd   -0.183059
SMB       0.008282
HML      -0.002597
dtype: float64, 89327: const     0.008994
vwretd    1.519007
SMB       0.008388
HML       0.008827
dtype: float64, 89328: const     0.001417
vwretd    0.971870
SMB       0.017568
HML      -0.008716
dtype: float64, 89329: const    -0.003299
vwretd    1.574964
SMB      -0.000256
HML       0.014115
dtype: float64, 89330: const     0.008897
vwretd    1.401075
SMB      -0.004635
HML       0.002564
dtype: float64, 89331: const     0.038207
vwretd   -1.301869
SMB       0.004252
HML      -0.045865
dtype: float64, 89332: const    -0.004567
vwretd    1.122588
SMB      -0.001756
HML       0.005882
dtype: float64, 89333: const     0.014058
vwretd    1.532312
SMB       0.023284
HML      -0.006633
dtype: float64, 89335: const     0.003909
vwretd    0.309600
SMB      -0.002206
HML      -0.000799
dtype: float64, 89336: const     0.002503
vwretd    0.237778
SMB      -0.000501
HML      -0.001623
dtype: float64, 89337: const     0.005602
vwretd    0.117386
SMB      -0.000113
HML       0.001236
dtype: float64, 89338: const     0.004806
vwretd    0.107345
SMB       0.000030
HML      -0.000286
dtype: float64, 89339: const     0.003682
vwretd    0.137163
SMB       0.000860
HML      -0.000735
dtype: float64, 89340: const     0.003431
vwretd    0.168377
SMB       0.001040
HML       0.000945
dtype: float64, 89341: const    -0.001851
vwretd    0.857000
SMB      -0.000037
HML       0.008684
dtype: float64, 89342: const     0.003626
vwretd    0.151540
SMB      -0.000049
HML      -0.000994
dtype: float64, 89343: const     0.005150
vwretd    0.117100
SMB      -0.000511
HML      -0.000755
dtype: float64, 89344: const     0.003770
vwretd    0.142021
SMB      -0.002023
HML      -0.001034
dtype: float64, 89345: const     0.099273
vwretd   -3.776745
SMB       0.007562
HML      -0.052437
dtype: float64, 89346: const    -0.008164
vwretd    1.100308
SMB       0.001187
HML       0.002688
dtype: float64, 89347: const    -0.042989
vwretd    1.661203
SMB       0.011912
HML       0.034811
dtype: float64, 89348: const     0.002089
vwretd    0.545841
SMB      -0.001078
HML      -0.000286
dtype: float64, 89349: const     0.003755
vwretd    0.626828
SMB       0.004575
HML       0.004856
dtype: float64, 89350: const     0.012420
vwretd    0.967522
SMB      -0.004765
HML      -0.001685
dtype: float64, 89351: const     0.015601
vwretd    0.440267
SMB       0.002906
HML      -0.004239
dtype: float64, 89352: const    -0.009513
vwretd    0.398565
SMB       0.026848
HML      -0.029081
dtype: float64, 89353: const    -0.002837
vwretd    0.738356
SMB       0.009169
HML       0.008664
dtype: float64, 89354: const    -0.041662
vwretd    5.702761
SMB       0.008337
HML      -0.019258
dtype: float64, 89355: const     0.001768
vwretd    0.750238
SMB       0.005877
HML       0.001663
dtype: float64, 89356: const    -0.005703
vwretd    1.422328
SMB       0.006375
HML       0.005953
dtype: float64, 89358: const     0.002256
vwretd    0.231836
SMB       0.000349
HML      -0.001555
dtype: float64, 89359: const     0.003212
vwretd    0.400736
SMB      -0.001787
HML      -0.002027
dtype: float64, 89360: const     0.008826
vwretd    0.545007
SMB       0.007376
HML       0.006564
dtype: float64, 89361: const     0.004667
vwretd    0.202547
SMB       0.000049
HML      -0.002274
dtype: float64, 89362: const     0.003474
vwretd    0.416070
SMB       0.000670
HML       0.001126
dtype: float64, 89363: const     0.005252
vwretd    0.193822
SMB      -0.000276
HML      -0.002743
dtype: float64, 89364: const     0.003635
vwretd    0.249340
SMB      -0.002759
HML      -0.001272
dtype: float64, 89365: const     0.004336
vwretd    0.170331
SMB       0.000948
HML      -0.001390
dtype: float64, 89366: const    -0.017006
vwretd    0.914263
SMB       0.021882
HML       0.015478
dtype: float64, 89367: const    -0.007259
vwretd    1.293191
SMB      -0.014635
HML       0.010126
dtype: float64, 89368: const     0.005259
vwretd    0.387940
SMB       0.006415
HML       0.004215
dtype: float64, 89369: const    -0.002538
vwretd    0.947438
SMB       0.018773
HML      -0.008648
dtype: float64, 89370: const    -0.026765
vwretd    1.618758
SMB      -0.005285
HML      -0.014435
dtype: float64, 89371: const     0.005617
vwretd    0.938592
SMB       0.018927
HML      -0.005099
dtype: float64, 89372: const     0.001428
vwretd    0.746908
SMB      -0.000472
HML       0.000135
dtype: float64, 89374: const     0.048707
vwretd   -0.537727
SMB       0.001574
HML       0.003991
dtype: float64, 89375: const    -0.018457
vwretd    0.178322
SMB       0.030167
HML       0.023695
dtype: float64, 89376: const    -0.021419
vwretd    1.039620
SMB       0.047104
HML       0.000867
dtype: float64, 89378: const     0.005636
vwretd    1.094095
SMB       0.000410
HML       0.007800
dtype: float64, 89379: const     0.011363
vwretd    1.268815
SMB      -0.001888
HML       0.008096
dtype: float64, 89381: const     0.039365
vwretd    0.464445
SMB      -0.008568
HML       0.011038
dtype: float64, 89382: const     0.000226
vwretd    1.492812
SMB      -0.004357
HML      -0.003478
dtype: float64, 89383: const     0.006244
vwretd    1.903808
SMB       0.011749
HML      -0.008742
dtype: float64, 89384: const    -0.144133
vwretd    0.498340
SMB       0.113758
HML       0.089698
dtype: float64, 89385: const     0.059767
vwretd   -5.804107
SMB       0.043304
HML      -0.003299
dtype: float64, 89386: const     0.004829
vwretd    2.060141
SMB      -0.000929
HML       0.006087
dtype: float64, 89387: const     0.003767
vwretd    0.333233
SMB       0.007442
HML       0.001709
dtype: float64, 89388: const    -0.062920
vwretd    1.816576
SMB       0.013993
HML       0.009673
dtype: float64, 89389: const     0.032682
vwretd    1.004042
SMB       0.009861
HML      -0.019091
dtype: float64, 89390: const     0.032391
vwretd    0.483916
SMB       0.021477
HML      -0.007501
dtype: float64, 89391: const    -0.094661
vwretd    2.142397
SMB      -0.016259
HML       0.026614
dtype: float64, 89392: const     0.008003
vwretd    1.169767
SMB       0.000481
HML      -0.002659
dtype: float64, 89393: const     0.028239
vwretd    1.092999
SMB       0.009239
HML      -0.008252
dtype: float64, 89394: const     0.007724
vwretd    2.327267
SMB       0.008159
HML      -0.006633
dtype: float64, 89395: const     0.008331
vwretd    0.686210
SMB       0.010006
HML       0.009404
dtype: float64, 89396: const    -0.013358
vwretd    0.887215
SMB       0.022383
HML       0.003705
dtype: float64, 89397: const    -0.000408
vwretd    0.932108
SMB       0.007758
HML      -0.000551
dtype: float64, 89398: const    -0.005391
vwretd    1.244236
SMB       0.008281
HML      -0.003739
dtype: float64, 89399: const    -0.018232
vwretd    1.556221
SMB       0.010137
HML      -0.006241
dtype: float64, 89400: const    -0.037320
vwretd    1.995819
SMB       0.032954
HML       0.004525
dtype: float64, 89401: const     0.012214
vwretd    0.650908
SMB       0.000365
HML      -0.000551
dtype: float64, 89402: const     0.010746
vwretd    0.711613
SMB      -0.001266
HML      -0.009007
dtype: float64, 89403: const     0.009817
vwretd    1.400228
SMB      -0.003957
HML       0.004730
dtype: float64, 89404: const    -0.082664
vwretd    2.902834
SMB       0.022416
HML       0.061519
dtype: float64, 89405: const     0.003855
vwretd    1.162434
SMB       0.012297
HML       0.017051
dtype: float64, 89406: const     0.008094
vwretd    1.333236
SMB       0.008098
HML       0.006577
dtype: float64, 89407: const    -0.005203
vwretd    2.222747
SMB      -0.002395
HML       0.023645
dtype: float64, 89408: const     0.012440
vwretd    1.095073
SMB       0.000063
HML      -0.009129
dtype: float64, 89409: const     0.003649
vwretd    0.903201
SMB       0.002326
HML       0.000641
dtype: float64, 89410: const     0.002211
vwretd    1.008668
SMB       0.005413
HML       0.001175
dtype: float64, 89411: const    -0.033504
vwretd    1.172396
SMB       0.019101
HML      -0.003051
dtype: float64, 89413: const     0.004550
vwretd    1.560594
SMB       0.011847
HML       0.009136
dtype: float64, 89414: const    -0.021795
vwretd    1.264942
SMB       0.002489
HML       0.016779
dtype: float64, 89415: const     0.023877
vwretd    0.989193
SMB       0.003372
HML      -0.032845
dtype: float64, 89416: const     0.003522
vwretd    0.949065
SMB       0.006003
HML       0.006987
dtype: float64, 89417: const     0.018995
vwretd    0.379668
SMB      -0.006978
HML       0.029128
dtype: float64, 89418: const    -0.004005
vwretd    0.429560
SMB       0.013797
HML       0.002739
dtype: float64, 89419: const    -0.004747
vwretd    1.189186
SMB       0.012771
HML       0.020357
dtype: float64, 89420: const     0.181181
vwretd   -3.627108
SMB      -0.006571
HML       0.006487
dtype: float64, 89421: const    -0.019042
vwretd    1.332172
SMB       0.016454
HML      -0.007486
dtype: float64, 89422: const     0.022645
vwretd   -0.377568
SMB       0.006804
HML       0.016095
dtype: float64, 89423: const     0.012845
vwretd   -0.181044
SMB       0.006745
HML       0.004574
dtype: float64, 89424: const     0.005780
vwretd    0.406913
SMB       0.003567
HML       0.006690
dtype: float64, 89425: const     0.002344
vwretd    0.630243
SMB       0.009269
HML       0.008643
dtype: float64, 89426: const     0.030267
vwretd    0.470269
SMB       0.021523
HML      -0.065806
dtype: float64, 89428: const     0.001097
vwretd    1.056286
SMB      -0.001752
HML       0.005191
dtype: float64, 89429: const    -0.000442
vwretd    0.999121
SMB       0.001451
HML      -0.001665
dtype: float64, 89431: const     0.003532
vwretd    0.693947
SMB       0.000547
HML      -0.002609
dtype: float64, 89432: const     0.029162
vwretd   -0.447034
SMB       0.008768
HML      -0.003644
dtype: float64, 89434: const     0.076027
vwretd   -0.004482
SMB      -0.024835
HML      -0.001306
dtype: float64, 89435: const     0.000658
vwretd    0.699017
SMB      -0.003578
HML       0.000769
dtype: float64, 89436: const     0.000795
vwretd    0.337397
SMB       0.000394
HML      -0.000478
dtype: float64, 89437: const     0.001804
vwretd    0.314451
SMB      -0.000624
HML      -0.001092
dtype: float64, 89438: const     0.001627
vwretd    0.281340
SMB       0.000720
HML      -0.001798
dtype: float64, 89440: const     0.000771
vwretd    0.757563
SMB       0.003901
HML       0.007531
dtype: float64, 89441: const     0.035361
vwretd   -1.433058
SMB       0.010500
HML       0.000839
dtype: float64, 89442: const     0.098479
vwretd   -2.097091
SMB       0.049015
HML       0.119449
dtype: float64, 89443: const     0.000999
vwretd    0.722779
SMB       0.006224
HML       0.002727
dtype: float64, 89444: const     0.003414
vwretd    0.812424
SMB      -0.001979
HML      -0.001503
dtype: float64, 89445: const     0.010392
vwretd    1.122294
SMB       0.008009
HML      -0.005865
dtype: float64, 89447: const     0.006261
vwretd    0.577513
SMB       0.007871
HML      -0.000361
dtype: float64, 89448: const    -0.096493
vwretd   -0.878148
SMB       0.010476
HML       0.043430
dtype: float64, 89449: const     0.001199
vwretd    1.284816
SMB       0.019214
HML       0.004073
dtype: float64, 89450: const     0.029423
vwretd    0.043540
SMB      -0.002115
HML      -0.009503
dtype: float64, 89451: const     0.005118
vwretd    0.569752
SMB       0.006169
HML       0.010639
dtype: float64, 89452: const    -0.025843
vwretd    1.107298
SMB       0.020996
HML      -0.010416
dtype: float64, 89453: const    -0.005712
vwretd    1.487773
SMB       0.011475
HML       0.008044
dtype: float64, 89454: const     0.014511
vwretd    0.705023
SMB      -0.005059
HML      -0.005260
dtype: float64, 89455: const     0.009083
vwretd    1.152378
SMB       0.007619
HML       0.004527
dtype: float64, 89456: const     0.002429
vwretd    1.002962
SMB       0.005985
HML       0.008945
dtype: float64, 89457: const     0.014460
vwretd    1.512686
SMB      -0.013442
HML       0.005864
dtype: float64, 89458: const    -0.007062
vwretd    0.631554
SMB       0.000629
HML       0.013163
dtype: float64, 89459: const     0.002404
vwretd    0.302401
SMB      -0.000314
HML      -0.002369
dtype: float64, 89460: const     0.003846
vwretd    0.216572
SMB       0.000095
HML      -0.001770
dtype: float64, 89461: const     0.003496
vwretd    0.377889
SMB      -0.000294
HML      -0.000734
dtype: float64, 89462: const     0.001943
vwretd    1.387036
SMB       0.002449
HML       0.005161
dtype: float64, 89463: const    -0.025035
vwretd    1.736713
SMB      -0.009405
HML       0.019908
dtype: float64, 89464: const    -0.138817
vwretd    2.897978
SMB       0.020790
HML       0.032227
dtype: float64, 89466: const     0.000383
vwretd    0.300891
SMB      -0.000615
HML       0.001026
dtype: float64, 89467: const     0.001636
vwretd    0.236616
SMB      -0.001323
HML      -0.001136
dtype: float64, 89468: const     0.005049
vwretd   -0.071750
SMB      -0.002908
HML      -0.003408
dtype: float64, 89469: const     0.003282
vwretd   -0.024043
SMB      -0.001466
HML      -0.001638
dtype: float64, 89470: const     0.001434
vwretd   -0.011688
SMB      -0.000238
HML      -0.000171
dtype: float64, 89471: const    -0.016010
vwretd    1.271611
SMB       0.000430
HML       0.022957
dtype: float64, 89472: const     0.006163
vwretd    1.036962
SMB      -0.006721
HML       0.004815
dtype: float64, 89474: const     0.001165
vwretd    1.312314
SMB       0.001309
HML       0.005106
dtype: float64, 89475: const     0.000933
vwretd    0.810499
SMB      -0.006367
HML       0.002267
dtype: float64, 89476: const    -0.006156
vwretd    1.778435
SMB      -0.000469
HML      -0.013991
dtype: float64, 89477: const     0.000391
vwretd    1.312855
SMB       0.001404
HML      -0.009370
dtype: float64, 89478: const     0.002312
vwretd    1.486044
SMB       0.001545
HML      -0.011486
dtype: float64, 89479: const     0.002861
vwretd    0.613074
SMB      -0.007486
HML       0.001353
dtype: float64, 89480: const     0.002127
vwretd    0.946232
SMB      -0.006989
HML      -0.003065
dtype: float64, 89481: const     0.000399
vwretd    0.632772
SMB       0.000385
HML       0.008136
dtype: float64, 89482: const    -0.002015
vwretd    0.935621
SMB       0.008778
HML       0.007267
dtype: float64, 89483: const     0.018267
vwretd    0.427670
SMB       0.005589
HML       0.002354
dtype: float64, 89484: const    -0.018441
vwretd    1.199021
SMB      -0.001271
HML      -0.007068
dtype: float64, 89485: const     0.024898
vwretd    0.816454
SMB       0.006570
HML       0.006860
dtype: float64, 89486: const     0.019573
vwretd    0.136724
SMB       0.001516
HML       0.006342
dtype: float64, 89488: const    -0.006152
vwretd    1.802816
SMB       0.007176
HML       0.014514
dtype: float64, 89489: const     0.002787
vwretd    0.243278
SMB      -0.001516
HML      -0.001992
dtype: float64, 89490: const     0.001440
vwretd    0.242839
SMB      -0.000305
HML      -0.002226
dtype: float64, 89491: const     0.002366
vwretd    0.189796
SMB      -0.000357
HML      -0.002153
dtype: float64, 89492: const     0.001924
vwretd    0.591623
SMB      -0.000766
HML       0.000011
dtype: float64, 89493: const    -0.015004
vwretd    1.065076
SMB      -0.000878
HML       0.011169
dtype: float64, 89495: const    -0.025688
vwretd    1.368984
SMB      -0.007420
HML       0.013594
dtype: float64, 89496: const     0.010180
vwretd    0.270998
SMB       0.003012
HML       0.008169
dtype: float64, 89497: const     0.001672
vwretd    0.947196
SMB       0.004917
HML       0.008564
dtype: float64, 89498: const    -0.007132
vwretd    0.224155
SMB       0.004506
HML       0.001569
dtype: float64, 89499: const    -0.000078
vwretd    0.789377
SMB       0.007423
HML       0.007146
dtype: float64, 89500: const     0.013590
vwretd    0.839252
SMB       0.004205
HML      -0.003093
dtype: float64, 89501: const    -0.023829
vwretd   -0.319197
SMB       0.006083
HML       0.013510
dtype: float64, 89502: const     0.014452
vwretd    0.930640
SMB       0.007741
HML      -0.004735
dtype: float64, 89503: const    -0.082814
vwretd    0.893041
SMB       0.038070
HML       0.019325
dtype: float64, 89504: const     0.011097
vwretd    0.632143
SMB      -0.001067
HML      -0.002050
dtype: float64, 89505: const    -0.005335
vwretd    0.982492
SMB       0.008064
HML      -0.004194
dtype: float64, 89506: const     0.010754
vwretd    1.127061
SMB       0.009924
HML       0.002379
dtype: float64, 89507: const    -0.019521
vwretd    1.719969
SMB       0.001009
HML       0.006747
dtype: float64, 89508: const     0.002175
vwretd    1.219017
SMB       0.009490
HML       0.000091
dtype: float64, 89509: const     0.001320
vwretd    1.485550
SMB       0.005793
HML       0.011120
dtype: float64, 89510: const     0.001567
vwretd    0.845254
SMB      -0.001163
HML      -0.001366
dtype: float64, 89511: const     0.002448
vwretd    0.175269
SMB      -0.001067
HML      -0.001366
dtype: float64, 89512: const     0.001036
vwretd    0.245425
SMB      -0.000513
HML      -0.001535
dtype: float64, 89513: const     0.002049
vwretd    0.240748
SMB      -0.001562
HML      -0.001399
dtype: float64, 89514: const     0.004036
vwretd    0.135333
SMB      -0.001524
HML      -0.001472
dtype: float64, 89515: const     0.004966
vwretd    0.151081
SMB      -0.000713
HML      -0.003114
dtype: float64, 89516: const     0.002079
vwretd    0.154374
SMB      -0.001351
HML      -0.002113
dtype: float64, 89517: const    -0.000984
vwretd    0.758810
SMB      -0.001707
HML       0.000584
dtype: float64, 89518: const     0.004858
vwretd    0.140600
SMB      -0.001282
HML       0.000748
dtype: float64, 89519: const     0.003785
vwretd    0.313286
SMB      -0.001803
HML      -0.001478
dtype: float64, 89520: const    -0.004338
vwretd   -0.266928
SMB       0.016670
HML       0.004648
dtype: float64, 89521: const    -0.009111
vwretd    1.461610
SMB      -0.004723
HML       0.004818
dtype: float64, 89522: const     0.003697
vwretd    0.743898
SMB       0.003787
HML      -0.000181
dtype: float64, 89524: const     0.002442
vwretd    0.957909
SMB       0.000508
HML       0.021725
dtype: float64, 89525: const     0.001005
vwretd    0.969246
SMB      -0.001651
HML       0.002408
dtype: float64, 89526: const     0.020148
vwretd    0.304265
SMB       0.004457
HML       0.007817
dtype: float64, 89527: const    -0.011349
vwretd    0.100371
SMB       0.002464
HML       0.029117
dtype: float64, 89528: const    -0.060109
vwretd   -1.660829
SMB       0.016554
HML       0.001410
dtype: float64, 89529: const    -0.010215
vwretd    0.880709
SMB      -0.004132
HML       0.001468
dtype: float64, 89530: const    -0.000860
vwretd    0.846368
SMB       0.014013
HML       0.007057
dtype: float64, 89531: const    -0.034943
vwretd   -0.238073
SMB       0.022407
HML       0.020900
dtype: float64, 89532: const     0.010686
vwretd    0.006919
SMB       0.015506
HML      -0.006973
dtype: float64, 89533: const     0.002655
vwretd    1.929713
SMB       0.005991
HML       0.005835
dtype: float64, 89534: const     0.002293
vwretd    0.285173
SMB      -0.000498
HML      -0.001828
dtype: float64, 89535: const     0.002707
vwretd    0.322199
SMB       0.001067
HML       0.000527
dtype: float64, 89537: const     0.003330
vwretd    0.177393
SMB       0.000479
HML      -0.002002
dtype: float64, 89538: const     0.004141
vwretd    0.118755
SMB      -0.000490
HML      -0.001716
dtype: float64, 89539: const     0.006350
vwretd    1.504094
SMB      -0.007112
HML       0.000922
dtype: float64, 89540: const     0.008970
vwretd    1.010536
SMB       0.011293
HML       0.004461
dtype: float64, 89541: const    -0.000577
vwretd    0.803015
SMB       0.001154
HML      -0.000333
dtype: float64, 89542: const     0.004111
vwretd    0.093624
SMB      -0.000214
HML      -0.000625
dtype: float64, 89543: const    -0.003504
vwretd    1.108021
SMB      -0.003690
HML       0.001225
dtype: float64, 89544: const    -0.145605
vwretd    1.814020
SMB      -0.019559
HML      -0.000459
dtype: float64, 89545: const    -0.003817
vwretd    1.239497
SMB      -0.003573
HML       0.002077
dtype: float64, 89546: const     0.003768
vwretd    1.097938
SMB       0.007310
HML       0.011143
dtype: float64, 89547: const     0.006223
vwretd    0.553932
SMB       0.006148
HML       0.002085
dtype: float64, 89548: const    -0.008158
vwretd    1.954831
SMB       0.004220
HML       0.015619
dtype: float64, 89549: const     0.026797
vwretd    0.884069
SMB       0.009205
HML       0.003436
dtype: float64, 89550: const     0.001271
vwretd    0.401556
SMB      -0.000475
HML      -0.001702
dtype: float64, 89551: const     0.001730
vwretd    0.294534
SMB      -0.000088
HML      -0.000826
dtype: float64, 89552: const     0.003586
vwretd    1.017164
SMB       0.008725
HML      -0.002402
dtype: float64, 89553: const     0.000008
vwretd    0.411923
SMB      -0.000886
HML      -0.001415
dtype: float64, 89554: const    -0.007275
vwretd    1.810759
SMB       0.004079
HML       0.010378
dtype: float64, 89555: const     0.121261
vwretd   -3.380840
SMB       0.013402
HML      -0.012070
dtype: float64, 89556: const    -0.007217
vwretd    0.697632
SMB       0.004658
HML       0.015128
dtype: float64, 89557: const     0.001682
vwretd    0.539277
SMB       0.001412
HML       0.004353
dtype: float64, 89558: const     0.004260
vwretd    0.589268
SMB       0.000362
HML       0.002735
dtype: float64, 89559: const    -0.016738
vwretd   -0.665692
SMB      -0.006369
HML       0.006117
dtype: float64, 89560: const    -0.002394
vwretd    1.110118
SMB      -0.001132
HML      -0.000408
dtype: float64, 89561: const    -0.003514
vwretd    1.119387
SMB      -0.003190
HML       0.000776
dtype: float64, 89562: const    -0.000885
vwretd    1.139174
SMB      -0.000972
HML      -0.000876
dtype: float64, 89563: const    -0.003593
vwretd    1.132673
SMB      -0.003467
HML       0.000550
dtype: float64, 89564: const    -0.059022
vwretd    1.605008
SMB       0.002769
HML       0.010330
dtype: float64, 89565: const     0.003906
vwretd    0.867423
SMB       0.001009
HML       0.003663
dtype: float64, 89566: const    -0.039131
vwretd    1.774752
SMB      -0.012586
HML      -0.007011
dtype: float64, 89567: const    -0.004975
vwretd    1.174649
SMB      -0.002849
HML       0.010553
dtype: float64, 89568: const    -0.029672
vwretd   -0.163578
SMB       0.012960
HML       0.009162
dtype: float64, 89569: const    -0.008294
vwretd    1.257219
SMB       0.006628
HML       0.008621
dtype: float64, 89570: const     0.001183
vwretd    1.080746
SMB       0.002872
HML       0.004426
dtype: float64, 89571: const    -0.004896
vwretd    1.049139
SMB       0.015117
HML       0.000870
dtype: float64, 89572: const     0.002931
vwretd    0.902681
SMB       0.009455
HML      -0.005908
dtype: float64, 89573: const     0.007650
vwretd    0.668210
SMB       0.005860
HML       0.006859
dtype: float64, 89574: const     0.001556
vwretd    1.024672
SMB       0.005638
HML       0.004779
dtype: float64, 89575: const     0.008944
vwretd    0.385387
SMB       0.003085
HML       0.002785
dtype: float64, 89576: const    -0.000368
vwretd    0.599990
SMB      -0.004413
HML       0.004730
dtype: float64, 89577: const     0.022428
vwretd    0.497161
SMB       0.022298
HML      -0.006351
dtype: float64, 89578: const     0.003078
vwretd    0.558716
SMB       0.002413
HML       0.001186
dtype: float64, 89579: const    -0.011970
vwretd   -0.250525
SMB      -0.027758
HML      -0.028216
dtype: float64, 89580: const     0.006027
vwretd    1.108265
SMB      -0.002431
HML       0.002340
dtype: float64, 89581: const     0.000212
vwretd    0.933022
SMB      -0.005618
HML       0.001519
dtype: float64, 89586: const     0.002940
vwretd    0.252869
SMB      -0.001226
HML      -0.003081
dtype: float64, 89587: const    -0.003253
vwretd    0.581767
SMB       0.001113
HML       0.004425
dtype: float64, 89588: const     0.003527
vwretd    0.082490
SMB      -0.001095
HML      -0.001575
dtype: float64, 89589: const    -0.002282
vwretd    0.400964
SMB      -0.003518
HML       0.000294
dtype: float64, 89590: const     0.002851
vwretd    0.165139
SMB      -0.001594
HML       0.000006
dtype: float64, 89591: const     0.002161
vwretd    0.212610
SMB      -0.002033
HML      -0.002456
dtype: float64, 89592: const     0.001532
vwretd    0.330860
SMB      -0.000912
HML      -0.003230
dtype: float64, 89593: const     0.002536
vwretd    0.338005
SMB      -0.003409
HML      -0.004419
dtype: float64, 89594: const     0.002878
vwretd    0.143230
SMB      -0.000373
HML      -0.003136
dtype: float64, 89595: const    -0.002733
vwretd    0.482466
SMB       0.004028
HML       0.006940
dtype: float64, 89596: const     0.002873
vwretd    0.293182
SMB      -0.003131
HML      -0.002989
dtype: float64, 89597: const     0.010082
vwretd    0.736911
SMB       0.009124
HML       0.002177
dtype: float64, 89598: const     0.002164
vwretd    0.563624
SMB      -0.000414
HML       0.000811
dtype: float64, 89599: const     0.001913
vwretd    0.985381
SMB      -0.001085
HML       0.004187
dtype: float64, 89600: const     0.002733
vwretd    0.228568
SMB      -0.001046
HML      -0.001906
dtype: float64, 89601: const     0.002170
vwretd    0.246779
SMB       0.001177
HML      -0.002577
dtype: float64, 89602: const     0.001223
vwretd    0.257404
SMB      -0.000789
HML      -0.001508
dtype: float64, 89603: const     0.002504
vwretd    0.202412
SMB      -0.001393
HML      -0.002357
dtype: float64, 89604: const     0.003046
vwretd    0.111446
SMB      -0.001484
HML      -0.003092
dtype: float64, 89605: const     0.008902
vwretd    0.931017
SMB      -0.000458
HML       0.000442
dtype: float64, 89606: const     0.013869
vwretd    0.976328
SMB       0.008513
HML      -0.006155
dtype: float64, 89607: const     0.040864
vwretd   -0.022163
SMB       0.008782
HML      -0.006635
dtype: float64, 89608: const    -0.005059
vwretd    0.739510
SMB       0.020019
HML       0.004310
dtype: float64, 89609: const     0.013774
vwretd    0.856793
SMB       0.009582
HML       0.004089
dtype: float64, 89610: const    -0.006551
vwretd    0.155112
SMB       0.006618
HML       0.007804
dtype: float64, 89611: const     0.012749
vwretd    0.509124
SMB       0.024599
HML      -0.001314
dtype: float64, 89612: const    -0.028073
vwretd    0.479653
SMB       0.008924
HML       0.013000
dtype: float64, 89613: const    -0.011543
vwretd   -0.349824
SMB       0.053150
HML       0.010914
dtype: float64, 89614: const    -0.011771
vwretd    1.409700
SMB       0.007854
HML       0.025170
dtype: float64, 89615: const     0.009741
vwretd    0.379607
SMB      -0.000499
HML       0.005995
dtype: float64, 89616: const    -0.018784
vwretd    0.452616
SMB       0.009276
HML       0.000430
dtype: float64, 89617: const     0.017611
vwretd    1.029484
SMB       0.006214
HML      -0.005444
dtype: float64, 89618: const     0.005766
vwretd    1.114553
SMB       0.006997
HML       0.008436
dtype: float64, 89619: const     0.013113
vwretd    2.139795
SMB       0.009369
HML       0.009185
dtype: float64, 89620: const    -0.010222
vwretd    0.384972
SMB       0.019372
HML       0.003263
dtype: float64, 89621: const     0.011669
vwretd    1.032836
SMB      -0.014481
HML      -0.004620
dtype: float64, 89622: const    -0.011714
vwretd   -0.369586
SMB       0.025058
HML       0.003691
dtype: float64, 89623: const    -0.216039
vwretd   -8.387789
SMB       0.116089
HML       0.260694
dtype: float64, 89624: const    -0.022480
vwretd    0.807094
SMB       0.004559
HML       0.007063
dtype: float64, 89625: const     0.000667
vwretd    1.382824
SMB      -0.000009
HML       0.000022
dtype: float64, 89626: const     0.010409
vwretd    0.753358
SMB       0.000433
HML       0.002072
dtype: float64, 89627: const     0.015512
vwretd    0.340624
SMB       0.000676
HML       0.008213
dtype: float64, 89628: const     0.003364
vwretd    0.179226
SMB       0.000203
HML      -0.001551
dtype: float64, 89629: const     0.001911
vwretd    0.316307
SMB      -0.000839
HML      -0.001645
dtype: float64, 89630: const     0.003600
vwretd    0.871549
SMB      -0.001504
HML      -0.000627
dtype: float64, 89631: const    -0.008701
vwretd    1.029620
SMB       0.043929
HML      -0.022858
dtype: float64, 89632: const    -0.090883
vwretd    3.312090
SMB      -0.017319
HML       0.033745
dtype: float64, 89634: const     0.000235
vwretd    0.810755
SMB      -0.003565
HML       0.001959
dtype: float64, 89635: const     0.004012
vwretd    0.782532
SMB      -0.000553
HML       0.000821
dtype: float64, 89636: const     0.008413
vwretd    1.640356
SMB      -0.004667
HML      -0.004665
dtype: float64, 89637: const     0.005355
vwretd    1.388280
SMB       0.005381
HML       0.008410
dtype: float64, 89638: const     0.018382
vwretd    1.949547
SMB      -0.008018
HML       0.007606
dtype: float64, 89639: const     0.023181
vwretd    1.736545
SMB      -0.008495
HML       0.010542
dtype: float64, 89640: const     0.030313
vwretd    0.207225
SMB       0.021088
HML       0.015365
dtype: float64, 89641: const     0.002842
vwretd    1.619111
SMB       0.006381
HML      -0.001792
dtype: float64, 89642: const     0.007401
vwretd    0.481435
SMB       0.007493
HML      -0.000147
dtype: float64, 89643: const    -0.000307
vwretd    0.525231
SMB       0.000984
HML       0.005758
dtype: float64, 89644: const     0.005929
vwretd    1.514628
SMB       0.004586
HML      -0.002470
dtype: float64, 89645: const     0.003664
vwretd    0.435605
SMB       0.001022
HML       0.010612
dtype: float64, 89646: const     0.021831
vwretd    0.439759
SMB      -0.003652
HML      -0.001731
dtype: float64, 89647: const    -0.002797
vwretd    1.143336
SMB       0.014512
HML       0.026156
dtype: float64, 89648: const     0.002940
vwretd    0.987712
SMB       0.004776
HML      -0.003309
dtype: float64, 89649: const     0.001925
vwretd    0.652638
SMB      -0.000503
HML      -0.001533
dtype: float64, 89650: const     0.005974
vwretd    2.322294
SMB      -0.009590
HML      -0.001565
dtype: float64, 89651: const    -0.017743
vwretd    0.731208
SMB       0.023165
HML       0.008197
dtype: float64, 89652: const     0.009782
vwretd    1.038159
SMB       0.001255
HML      -0.000373
dtype: float64, 89653: const    -0.000483
vwretd    0.691270
SMB       0.006009
HML       0.008590
dtype: float64, 89654: const     0.000444
vwretd    0.915020
SMB      -0.001134
HML       0.001404
dtype: float64, 89655: const     0.007786
vwretd    0.801081
SMB       0.016585
HML       0.000481
dtype: float64, 89659: const     0.005134
vwretd    0.793086
SMB       0.006258
HML       0.003918
dtype: float64, 89667: const     0.004783
vwretd    0.479050
SMB       0.005476
HML       0.009263
dtype: float64, 89675: const     0.001815
vwretd    1.481540
SMB       0.012048
HML       0.008542
dtype: float64, 89678: const    -0.012705
vwretd    0.946322
SMB       0.013132
HML      -0.009808
dtype: float64, 89679: const     0.015278
vwretd    0.307490
SMB       0.005045
HML      -0.005826
dtype: float64, 89680: const     0.038844
vwretd    0.259268
SMB      -0.005224
HML      -0.013354
dtype: float64, 89681: const     0.008855
vwretd    0.285663
SMB       0.009415
HML       0.002820
dtype: float64, 89682: const     0.024547
vwretd    0.142704
SMB       0.034436
HML      -0.002286
dtype: float64, 89683: const    -0.068711
vwretd    1.582437
SMB      -0.011053
HML      -0.016011
dtype: float64, 89684: const    -0.029672
vwretd    2.717799
SMB      -0.007842
HML       0.025056
dtype: float64, 89685: const    -0.019468
vwretd    1.120683
SMB       0.003609
HML       0.008772
dtype: float64, 89686: const     0.009464
vwretd    1.357479
SMB       0.006444
HML      -0.001598
dtype: float64, 89687: const    -0.000887
vwretd    0.893676
SMB      -0.003734
HML      -0.001223
dtype: float64, 89688: const     0.000389
vwretd    0.776331
SMB       0.000162
HML      -0.000964
dtype: float64, 89689: const     0.051401
vwretd    0.885742
SMB       0.004353
HML      -0.003361
dtype: float64, 89690: const    -0.000935
vwretd    1.158115
SMB      -0.000328
HML       0.003471
dtype: float64, 89691: const    -0.018431
vwretd   -3.811435
SMB      -0.126517
HML      -0.088148
dtype: float64, 89692: const     0.001846
vwretd    0.799509
SMB      -0.003622
HML      -0.004053
dtype: float64, 89693: const     0.049935
vwretd    1.924570
SMB       0.006053
HML       0.008290
dtype: float64, 89694: const     0.006131
vwretd    0.591065
SMB      -0.000880
HML       0.004535
dtype: float64, 89695: const     0.007974
vwretd    0.663823
SMB       0.004315
HML       0.005980
dtype: float64, 89696: const    -0.003042
vwretd    1.164566
SMB      -0.000626
HML       0.007766
dtype: float64, 89697: const     0.055261
vwretd   -0.732684
SMB       0.010071
HML      -0.000374
dtype: float64, 89698: const    -0.002680
vwretd    1.203452
SMB       0.008221
HML       0.008298
dtype: float64, 89699: const     0.003590
vwretd    0.822760
SMB       0.008197
HML       0.007042
dtype: float64, 89700: const     0.014620
vwretd    2.753745
SMB       0.002681
HML       0.019791
dtype: float64, 89701: const    -0.023854
vwretd    0.841834
SMB       0.000588
HML       0.003870
dtype: float64, 89702: const     0.014173
vwretd    1.218084
SMB       0.006662
HML      -0.001908
dtype: float64, 89704: const     0.002619
vwretd    1.310787
SMB      -0.000660
HML       0.002787
dtype: float64, 89705: const     0.006125
vwretd    0.532692
SMB       0.009664
HML       0.006264
dtype: float64, 89706: const     0.011293
vwretd    1.403717
SMB       0.006765
HML       0.000077
dtype: float64, 89707: const    -0.003511
vwretd    1.277439
SMB       0.003097
HML      -0.000331
dtype: float64, 89708: const    -0.001191
vwretd    0.874312
SMB      -0.000739
HML       0.001151
dtype: float64, 89709: const    -0.001122
vwretd    0.708790
SMB      -0.001873
HML      -0.000138
dtype: float64, 89710: const     0.015683
vwretd    1.156544
SMB       0.010570
HML      -0.002160
dtype: float64, 89712: const    -0.000514
vwretd    0.826573
SMB       0.008149
HML       0.008761
dtype: float64, 89713: const     0.008987
vwretd    0.696392
SMB       0.009220
HML       0.006710
dtype: float64, 89714: const     0.004730
vwretd    0.932614
SMB      -0.001404
HML       0.006178
dtype: float64, 89715: const     0.011931
vwretd    0.960264
SMB       0.005501
HML       0.002080
dtype: float64, 89716: const     0.008210
vwretd    1.057696
SMB      -0.002371
HML       0.000835
dtype: float64, 89726: const    -0.002996
vwretd    1.121491
SMB       0.001478
HML       0.000886
dtype: float64, 89727: const     0.033334
vwretd    1.381964
SMB       0.003763
HML      -0.006701
dtype: float64, 89728: const    -0.010134
vwretd    1.461437
SMB       0.001159
HML       0.007111
dtype: float64, 89729: const     0.008388
vwretd    0.099688
SMB      -0.000292
HML       0.004263
dtype: float64, 89730: const    -0.001526
vwretd    1.091751
SMB      -0.000019
HML       0.000369
dtype: float64, 89731: const    -0.001699
vwretd    1.444863
SMB       0.004775
HML       0.004717
dtype: float64, 89732: const    -0.004412
vwretd    1.371463
SMB      -0.000837
HML       0.011108
dtype: float64, 89733: const     0.001688
vwretd    0.911730
SMB       0.003017
HML      -0.000561
dtype: float64, 89734: const     0.000397
vwretd    1.066976
SMB       0.001266
HML       0.001103
dtype: float64, 89735: const    -0.045300
vwretd    1.288910
SMB       0.013661
HML       0.016490
dtype: float64, 89736: const     0.003315
vwretd    0.662189
SMB       0.008209
HML       0.010078
dtype: float64, 89737: const     0.011441
vwretd    2.993532
SMB      -0.018775
HML      -0.022332
dtype: float64, 89738: const     0.002992
vwretd    0.702154
SMB       0.006039
HML       0.009766
dtype: float64, 89740: const     0.004737
vwretd   -0.210527
SMB       0.005418
HML      -0.003146
dtype: float64, 89741: const    -0.001101
vwretd    1.090423
SMB       0.004356
HML      -0.000575
dtype: float64, 89742: const    -0.045123
vwretd    4.427614
SMB      -0.012880
HML       0.014024
dtype: float64, 89743: const    -0.036973
vwretd    2.892766
SMB      -0.011169
HML       0.009251
dtype: float64, 89744: const    -0.000399
vwretd    1.020885
SMB       0.001663
HML      -0.002025
dtype: float64, 89745: const     0.001126
vwretd    0.741582
SMB      -0.000464
HML      -0.000525
dtype: float64, 89746: const     0.000847
vwretd    0.535661
SMB       0.000743
HML      -0.000292
dtype: float64, 89747: const    -0.043280
vwretd    1.262470
SMB      -0.010440
HML       0.003395
dtype: float64, 89748: const    -0.000637
vwretd    0.952881
SMB       0.002179
HML       0.000054
dtype: float64, 89749: const    -0.001091
vwretd    1.006868
SMB       0.005998
HML      -0.003419
dtype: float64, 89750: const    -0.122587
vwretd   -0.438083
SMB       0.019121
HML       0.036265
dtype: float64, 89751: const    -0.011285
vwretd    1.681274
SMB       0.011996
HML       0.011728
dtype: float64, 89752: const     0.001948
vwretd    0.927871
SMB       0.000715
HML       0.001173
dtype: float64, 89753: const     0.000157
vwretd    1.027800
SMB       0.013131
HML      -0.001741
dtype: float64, 89754: const     0.018255
vwretd    1.366869
SMB       0.006927
HML       0.028902
dtype: float64, 89755: const     0.001944
vwretd    0.945750
SMB       0.007530
HML       0.005374
dtype: float64, 89756: const    -0.004059
vwretd    2.652906
SMB       0.021116
HML      -0.009758
dtype: float64, 89757: const    -0.009798
vwretd    1.006779
SMB       0.018010
HML       0.010210
dtype: float64, 89758: const     0.003089
vwretd    0.483825
SMB       0.003293
HML       0.000707
dtype: float64, 89759: const    -0.017025
vwretd    0.987476
SMB      -0.006929
HML       0.015685
dtype: float64, 89760: const     0.001560
vwretd    1.384237
SMB      -0.000774
HML      -0.001140
dtype: float64, 89761: const    -0.024097
vwretd    1.308938
SMB       0.001685
HML      -0.000537
dtype: float64, 89763: const    -0.002120
vwretd    1.868361
SMB       0.007723
HML       0.012186
dtype: float64, 89764: const     0.001592
vwretd    0.572074
SMB       0.000565
HML       0.000189
dtype: float64, 89765: const    -0.005890
vwretd    0.994938
SMB       0.003827
HML      -0.002312
dtype: float64, 89766: const     0.001459
vwretd    0.654788
SMB      -0.000796
HML      -0.000112
dtype: float64, 89767: const    -0.025230
vwretd    4.150559
SMB      -0.005780
HML       0.039541
dtype: float64, 89768: const    -0.008454
vwretd    2.069571
SMB      -0.000132
HML       0.002693
dtype: float64, 89769: const     0.015292
vwretd    4.463965
SMB      -0.010272
HML      -0.007372
dtype: float64, 89770: const    -0.012102
vwretd    1.945937
SMB       0.027875
HML      -0.004539
dtype: float64, 89771: const    -0.023434
vwretd    2.339672
SMB       0.010924
HML       0.012112
dtype: float64, 89772: const     0.001920
vwretd    1.372913
SMB       0.002832
HML       0.003354
dtype: float64, 89773: const    -0.001253
vwretd    0.755238
SMB       0.000555
HML       0.001011
dtype: float64, 89775: const    -0.047293
vwretd    0.555133
SMB      -0.014173
HML      -0.017429
dtype: float64, 89776: const    -0.009118
vwretd    0.908631
SMB      -0.004339
HML      -0.003303
dtype: float64, 89777: const     0.001359
vwretd    0.528528
SMB      -0.000305
HML      -0.000757
dtype: float64, 89778: const     0.005964
vwretd    0.272661
SMB       0.000421
HML      -0.000901
dtype: float64, 89779: const    -0.004714
vwretd    2.535641
SMB      -0.003001
HML       0.020758
dtype: float64, 89780: const     0.000856
vwretd    0.833180
SMB       0.000511
HML      -0.000303
dtype: float64, 89781: const     0.012240
vwretd    0.924684
SMB       0.005640
HML      -0.006808
dtype: float64, 89782: const     0.002765
vwretd    0.185899
SMB      -0.000501
HML      -0.001663
dtype: float64, 89783: const     0.002530
vwretd    0.216444
SMB      -0.000403
HML      -0.001006
dtype: float64, 89784: const    -0.003783
vwretd    1.251836
SMB       0.002871
HML      -0.000452
dtype: float64, 89785: const    -0.063078
vwretd   -0.132056
SMB       0.026272
HML       0.016469
dtype: float64, 89786: const     0.001215
vwretd    0.334783
SMB      -0.001199
HML      -0.001664
dtype: float64, 89787: const    -0.002448
vwretd    0.885503
SMB      -0.000920
HML       0.000093
dtype: float64, 89788: const    -0.000308
vwretd    0.763311
SMB      -0.000505
HML       0.000615
dtype: float64, 89789: const     0.001116
vwretd    0.727788
SMB      -0.000348
HML       0.004279
dtype: float64, 89790: const     0.003104
vwretd    1.322545
SMB       0.010369
HML       0.012980
dtype: float64, 89792: const     0.009354
vwretd    0.960998
SMB       0.007642
HML       0.000810
dtype: float64, 89793: const     0.002473
vwretd    1.082968
SMB       0.011468
HML      -0.001630
dtype: float64, 89794: const     0.048031
vwretd   -2.525075
SMB       0.020039
HML      -0.002805
dtype: float64, 89795: const    -0.028124
vwretd    1.605439
SMB       0.003882
HML       0.005373
dtype: float64, 89796: const    -0.017918
vwretd    1.156008
SMB       0.007951
HML       0.000162
dtype: float64, 89797: const     0.021626
vwretd    1.269986
SMB       0.004955
HML      -0.045140
dtype: float64, 89798: const    -0.001668
vwretd    0.320175
SMB      -0.002641
HML       0.004505
dtype: float64, 89799: const     0.008913
vwretd    0.529645
SMB      -0.001159
HML       0.001912
dtype: float64, 89800: const    -0.001169
vwretd    1.376135
SMB       0.006360
HML      -0.004780
dtype: float64, 89801: const    -0.023363
vwretd    0.812443
SMB       0.014189
HML       0.015962
dtype: float64, 89802: const    -0.012455
vwretd    1.365916
SMB       0.021825
HML      -0.017675
dtype: float64, 89803: const    -0.013750
vwretd    1.784664
SMB       0.019581
HML       0.007463
dtype: float64, 89805: const    -0.000301
vwretd    1.677204
SMB       0.010505
HML       0.011378
dtype: float64, 89806: const    -0.049929
vwretd    2.424020
SMB       0.000692
HML      -0.000820
dtype: float64, 89807: const     0.002345
vwretd    0.770497
SMB      -0.001395
HML       0.002054
dtype: float64, 89808: const     0.002381
vwretd    0.579079
SMB      -0.000088
HML      -0.001081
dtype: float64, 89809: const     0.000567
vwretd    0.500214
SMB       0.001139
HML      -0.000925
dtype: float64, 89810: const     0.003861
vwretd    1.379137
SMB       0.005903
HML       0.003512
dtype: float64, 89811: const     0.002927
vwretd    0.257402
SMB      -0.000076
HML      -0.003182
dtype: float64, 89812: const     0.000407
vwretd    1.348466
SMB      -0.002672
HML       0.003924
dtype: float64, 89813: const     0.013926
vwretd    0.765717
SMB      -0.002840
HML      -0.003596
dtype: float64, 89814: const     0.000866
vwretd    0.786607
SMB       0.000490
HML       0.000971
dtype: float64, 89815: const    -0.001132
vwretd    1.708867
SMB       0.011078
HML      -0.006363
dtype: float64, 89816: const    -0.013095
vwretd    2.030678
SMB       0.002868
HML       0.010549
dtype: float64, 89817: const    -0.010947
vwretd    1.157769
SMB      -0.007519
HML      -0.000410
dtype: float64, 89818: const    -0.011786
vwretd    0.771922
SMB       0.012635
HML       0.010780
dtype: float64, 89819: const    -0.013276
vwretd    0.269190
SMB      -0.005232
HML      -0.013338
dtype: float64, 89820: const    -0.013062
vwretd    0.193240
SMB      -0.004113
HML       0.015558
dtype: float64, 89821: const     0.005944
vwretd    0.497067
SMB       0.003805
HML       0.001277
dtype: float64, 89822: const    -0.026885
vwretd    1.590025
SMB      -0.003622
HML       0.016323
dtype: float64, 89823: const     0.002869
vwretd    0.898652
SMB       0.000871
HML       0.000901
dtype: float64, 89824: const     0.013484
vwretd    1.156329
SMB       0.004985
HML      -0.007582
dtype: float64, 89825: const     0.023483
vwretd    1.006927
SMB      -0.002599
HML       0.012754
dtype: float64, 89826: const     0.004654
vwretd    0.886178
SMB       0.011211
HML       0.010814
dtype: float64, 89827: const    -0.012057
vwretd    1.812583
SMB       0.006405
HML       0.002347
dtype: float64, 89828: const     0.002113
vwretd    0.437294
SMB       0.012558
HML       0.011174
dtype: float64, 89829: const    -0.133706
vwretd   -1.520524
SMB      -0.001840
HML      -0.027469
dtype: float64, 89830: const    -0.020752
vwretd    1.496385
SMB       0.005633
HML       0.003943
dtype: float64, 89831: const    -0.018792
vwretd    2.937225
SMB      -0.004014
HML       0.004648
dtype: float64, 89832: const    -0.027906
vwretd   -0.059180
SMB       0.007288
HML      -0.006700
dtype: float64, 89833: const    -0.021714
vwretd    0.652546
SMB       0.021500
HML       0.007238
dtype: float64, 89834: const    -0.053731
vwretd    2.571958
SMB      -0.008484
HML       0.011601
dtype: float64, 89835: const    -0.025043
vwretd    1.471125
SMB       0.007837
HML      -0.027561
dtype: float64, 89836: const    -0.106724
vwretd   -0.166892
SMB       0.101354
HML       0.033589
dtype: float64, 89838: const    -0.007151
vwretd    0.929824
SMB       0.016871
HML      -0.015403
dtype: float64, 89839: const     0.002915
vwretd    0.101964
SMB       0.000001
HML      -0.001316
dtype: float64, 89840: const     0.002134
vwretd    0.109537
SMB       0.000290
HML      -0.001478
dtype: float64, 89841: const    -0.000652
vwretd    1.573636
SMB       0.004248
HML       0.007087
dtype: float64, 89842: const    -0.000703
vwretd    1.268996
SMB      -0.001849
HML       0.001660
dtype: float64, 89843: const     0.008584
vwretd    0.131339
SMB       0.008271
HML      -0.031631
dtype: float64, 89844: const    -0.000869
vwretd    0.781529
SMB       0.000661
HML      -0.004241
dtype: float64, 89845: const    -0.002151
vwretd    1.162279
SMB       0.007996
HML      -0.008585
dtype: float64, 89846: const    -0.002443
vwretd    1.734748
SMB       0.007044
HML       0.008715
dtype: float64, 89847: const     0.018671
vwretd   -2.666221
SMB       0.020612
HML      -0.055466
dtype: float64, 89848: const     0.001807
vwretd    0.071763
SMB      -0.000868
HML      -0.000938
dtype: float64, 89849: const     0.001892
vwretd    1.814956
SMB       0.016405
HML       0.025597
dtype: float64, 89850: const     0.003339
vwretd    2.211118
SMB       0.013813
HML       0.009638
dtype: float64, 89851: const     0.010977
vwretd    0.554201
SMB      -0.000310
HML       0.000850
dtype: float64, 89852: const    -0.000939
vwretd    1.031876
SMB       0.000073
HML       0.002395
dtype: float64, 89853: const    -0.001595
vwretd    1.154497
SMB       0.004140
HML      -0.010890
dtype: float64, 89854: const    -0.002181
vwretd    1.236620
SMB      -0.001977
HML       0.008265
dtype: float64, 89855: const    -0.000264
vwretd    0.329868
SMB      -0.001028
HML      -0.001259
dtype: float64, 89856: const    -0.003876
vwretd    1.477665
SMB      -0.001725
HML       0.006913
dtype: float64, 89857: const     0.012931
vwretd    1.444307
SMB       0.012892
HML       0.002580
dtype: float64, 89858: const     0.004640
vwretd    0.745522
SMB       0.002469
HML       0.007336
dtype: float64, 89859: const    -0.038061
vwretd    0.214801
SMB      -0.013266
HML      -0.027127
dtype: float64, 89860: const    -0.003626
vwretd   -0.280335
SMB      -0.009587
HML       0.004950
dtype: float64, 89861: const    -0.011626
vwretd    2.664218
SMB      -0.003952
HML       0.020335
dtype: float64, 89862: const    -0.091733
vwretd    0.054025
SMB       0.029505
HML      -0.027832
dtype: float64, 89863: const     0.000693
vwretd    1.408953
SMB       0.021813
HML      -0.006004
dtype: float64, 89864: const      0.539680
vwretd   -38.690539
SMB        0.212911
HML       -0.286889
dtype: float64, 89865: const    -0.045145
vwretd    0.893924
SMB       0.034443
HML       0.068133
dtype: float64, 89866: const     0.010308
vwretd    0.996034
SMB       0.003441
HML       0.001777
dtype: float64, 89867: const     0.009344
vwretd   -2.691228
SMB       0.055552
HML       0.005092
dtype: float64, 89868: const     0.070056
vwretd    1.756868
SMB       0.011083
HML      -0.017900
dtype: float64, 89869: const     0.000913
vwretd    1.112209
SMB       0.001716
HML      -0.003076
dtype: float64, 89870: const     0.033491
vwretd   -0.303335
SMB      -0.000216
HML      -0.012522
dtype: float64, 89871: const     0.022519
vwretd    2.677812
SMB      -0.000053
HML      -0.006479
dtype: float64, 89872: const     0.028736
vwretd    1.449420
SMB      -0.050493
HML      -0.024082
dtype: float64, 89873: const    -0.041203
vwretd    0.761729
SMB       0.019587
HML       0.015046
dtype: float64, 89874: const     0.004300
vwretd    2.026127
SMB       0.008022
HML       0.007400
dtype: float64, 89875: const     0.000966
vwretd    1.194473
SMB       0.014151
HML      -0.001303
dtype: float64, 89876: const     0.005646
vwretd    0.725641
SMB       0.007958
HML       0.001864
dtype: float64, 89877: const    -0.003009
vwretd    0.734294
SMB       0.030430
HML       0.024420
dtype: float64, 89878: const    -0.002756
vwretd    0.879957
SMB       0.005626
HML       0.005632
dtype: float64, 89879: const    -0.000425
vwretd    0.610344
SMB       0.000216
HML       0.000579
dtype: float64, 89880: const     0.000660
vwretd    1.054635
SMB       0.001985
HML       0.002555
dtype: float64, 89881: const    -0.003340
vwretd    1.388256
SMB       0.001413
HML       0.003992
dtype: float64, 89882: const     0.001882
vwretd    0.325308
SMB      -0.001506
HML      -0.002330
dtype: float64, 89883: const     0.016072
vwretd    1.586452
SMB       0.006806
HML       0.005632
dtype: float64, 89884: const     0.037551
vwretd    0.762567
SMB       0.012869
HML       0.006345
dtype: float64, 89885: const    -0.017770
vwretd    1.718787
SMB       0.010028
HML      -0.000004
dtype: float64, 89886: const    -0.016620
vwretd    1.284042
SMB       0.006748
HML       0.000136
dtype: float64, 89887: const     0.003982
vwretd    1.189759
SMB       0.009313
HML       0.007853
dtype: float64, 89888: const     0.005231
vwretd    0.264282
SMB       0.012165
HML       0.007663
dtype: float64, 89889: const    -0.008007
vwretd    1.231423
SMB       0.021640
HML      -0.000943
dtype: float64, 89890: const    -0.203001
vwretd    3.282402
SMB       0.001608
HML       0.031371
dtype: float64, 89891: const     0.014356
vwretd    0.384342
SMB       0.013274
HML       0.005169
dtype: float64, 89892: const    -0.000025
vwretd    0.563015
SMB       0.001440
HML       0.000799
dtype: float64, 89893: const    -0.001103
vwretd    1.186265
SMB      -0.000778
HML       0.001551
dtype: float64, 89894: const     0.007100
vwretd    1.234652
SMB       0.022367
HML      -0.005035
dtype: float64, 89895: const     0.001529
vwretd    0.767588
SMB      -0.000779
HML       0.004828
dtype: float64, 89896: const     0.009541
vwretd    1.271100
SMB       0.000978
HML       0.007345
dtype: float64, 89897: const     0.002189
vwretd    0.370474
SMB      -0.000472
HML      -0.001586
dtype: float64, 89898: const     0.001365
vwretd    1.149903
SMB       0.012598
HML      -0.005556
dtype: float64, 89899: const    -0.088905
vwretd    1.118813
SMB       0.029060
HML       0.028510
dtype: float64, 89900: const     0.007739
vwretd    1.226998
SMB       0.005995
HML       0.003236
dtype: float64, 89901: const    -0.009565
vwretd    2.204945
SMB       0.011103
HML       0.019054
dtype: float64, 89903: const     0.017633
vwretd    1.014869
SMB      -0.006608
HML      -0.010161
dtype: float64, 89904: const     0.014931
vwretd    0.709416
SMB       0.005780
HML       0.001300
dtype: float64, 89905: const     0.007955
vwretd    1.313928
SMB       0.005616
HML      -0.005247
dtype: float64, 89906: const     0.012201
vwretd   -3.597922
SMB       0.023534
HML       0.014136
dtype: float64, 89907: const    -0.105216
vwretd    1.485479
SMB       0.008417
HML       0.029890
dtype: float64, 89908: const     0.009253
vwretd    1.379893
SMB       0.019686
HML       0.006065
dtype: float64, 89909: const    -0.037522
vwretd    5.904102
SMB      -0.022883
HML       0.008760
dtype: float64, 89910: const     0.008140
vwretd    1.333085
SMB      -0.002591
HML       0.008133
dtype: float64, 89911: const     0.001607
vwretd    1.487224
SMB       0.007261
HML       0.000424
dtype: float64, 89912: const     0.000338
vwretd    0.478322
SMB       0.002941
HML       0.003574
dtype: float64, 89913: const     0.007320
vwretd    0.627146
SMB       0.008539
HML       0.002611
dtype: float64, 89914: const     0.003675
vwretd    0.742881
SMB      -0.012006
HML      -0.016735
dtype: float64, 89915: const     0.007364
vwretd    0.791046
SMB       0.008042
HML       0.005316
dtype: float64, 89916: const     0.018567
vwretd    1.769325
SMB       0.006939
HML       0.009940
dtype: float64, 89917: const     0.016852
vwretd    0.750238
SMB       0.011856
HML      -0.005979
dtype: float64, 89918: const     0.021205
vwretd    0.508045
SMB      -0.002368
HML      -0.013690
dtype: float64, 89919: const    -0.004333
vwretd    1.046112
SMB       0.007415
HML       0.014455
dtype: float64, 89920: const     0.007348
vwretd    1.693804
SMB       0.016302
HML       0.011820
dtype: float64, 89921: const     0.000790
vwretd    0.883341
SMB       0.006315
HML       0.005554
dtype: float64, 89922: const     0.001081
vwretd    1.084874
SMB       0.006726
HML       0.003627
dtype: float64, 89924: const    -0.028123
vwretd    0.771932
SMB       0.005997
HML       0.009269
dtype: float64, 89925: const     0.001660
vwretd    1.715534
SMB       0.007830
HML      -0.003130
dtype: float64, 89926: const    -0.071509
vwretd    2.908764
SMB      -0.000608
HML       0.011190
dtype: float64, 89927: const     0.012502
vwretd    1.162864
SMB       0.002344
HML       0.000140
dtype: float64, 89928: const    -0.074945
vwretd    1.699866
SMB       0.002985
HML       0.047365
dtype: float64, 89929: const     0.058734
vwretd   -1.860554
SMB      -0.000008
HML      -0.036323
dtype: float64, 89930: const    -0.006834
vwretd    4.184400
SMB      -0.032950
HML       0.035497
dtype: float64, 89931: const     0.014993
vwretd    1.776618
SMB       0.011124
HML       0.003081
dtype: float64, 89932: const     0.019408
vwretd    1.713586
SMB       0.010234
HML      -0.007623
dtype: float64, 89933: const    -0.027174
vwretd    0.713422
SMB       0.010405
HML      -0.029290
dtype: float64, 89934: const     0.010651
vwretd    0.527304
SMB       0.002695
HML       0.000151
dtype: float64, 89935: const    -0.008958
vwretd    1.609568
SMB       0.008673
HML      -0.004153
dtype: float64, 89936: const     0.115257
vwretd   -7.952438
SMB       0.017149
HML      -0.107705
dtype: float64, 89938: const     0.006668
vwretd    0.463365
SMB       0.003238
HML       0.004980
dtype: float64, 89939: const     -0.557348
vwretd    39.017087
SMB        0.074154
HML        0.651663
dtype: float64, 89940: const     0.026946
vwretd    2.239402
SMB       0.023477
HML      -0.015637
dtype: float64, 89941: const    -0.000108
vwretd    1.332207
SMB       0.018314
HML       0.005087
dtype: float64, 89942: const     0.000610
vwretd    0.369469
SMB       0.009251
HML       0.007791
dtype: float64, 89944: const     0.001158
vwretd    1.838718
SMB       0.008436
HML      -0.019065
dtype: float64, 89945: const     0.189754
vwretd   -6.517278
SMB      -0.025945
HML       0.189069
dtype: float64, 89946: const     0.004144
vwretd    1.221602
SMB       0.004595
HML       0.005738
dtype: float64, 89947: const    -0.000560
vwretd    0.666832
SMB       0.001134
HML       0.004900
dtype: float64, 89948: const     0.003597
vwretd    0.257670
SMB       0.001466
HML       0.003097
dtype: float64, 89949: const     0.002666
vwretd    1.000080
SMB      -0.000930
HML       0.002107
dtype: float64, 89950: const    -0.015521
vwretd    1.444430
SMB       0.004256
HML      -0.002919
dtype: float64, 89951: const    -0.008782
vwretd    1.168643
SMB       0.009108
HML      -0.021263
dtype: float64, 89952: const     0.003573
vwretd    0.813569
SMB      -0.000469
HML       0.001121
dtype: float64, 89953: const     0.031684
vwretd   -0.127781
SMB       0.004515
HML      -0.012629
dtype: float64, 89954: const     0.008705
vwretd    0.820075
SMB       0.001254
HML      -0.001402
dtype: float64, 89956: const     0.013721
vwretd    2.836779
SMB      -0.000624
HML      -0.020708
dtype: float64, 89957: const     0.029776
vwretd   -0.342508
SMB       0.018591
HML       0.009307
dtype: float64, 89958: const     0.035756
vwretd    0.775535
SMB       0.001627
HML      -0.007588
dtype: float64, 89959: const     0.001868
vwretd    0.143731
SMB      -0.001104
HML      -0.001119
dtype: float64, 89960: const     0.002296
vwretd    1.222902
SMB       0.007393
HML       0.005655
dtype: float64, 89961: const    -0.069836
vwretd    2.504158
SMB       0.003583
HML       0.014755
dtype: float64, 89962: const    -0.057784
vwretd    1.055283
SMB       0.023787
HML       0.040973
dtype: float64, 89963: const     -0.077874
vwretd    10.471066
SMB       -0.190997
HML       -0.203619
dtype: float64, 89964: const     0.008887
vwretd    0.937397
SMB       0.000659
HML       0.003369
dtype: float64, 89965: const     0.015449
vwretd    1.108601
SMB       0.007832
HML      -0.004893
dtype: float64, 89966: const    -0.216918
vwretd    1.247100
SMB      -0.053524
HML       0.010428
dtype: float64, 89967: const    -0.050253
vwretd    1.726446
SMB       0.004428
HML       0.006494
dtype: float64, 89968: const     0.002270
vwretd    1.244273
SMB       0.004785
HML       0.007850
dtype: float64, 89969: const    -0.009804
vwretd    1.772553
SMB       0.007723
HML       0.010424
dtype: float64, 89970: const     0.000164
vwretd    0.797570
SMB      -0.001916
HML      -0.000203
dtype: float64, 89971: const     0.008615
vwretd    1.610416
SMB       0.007964
HML       0.002467
dtype: float64, 89973: const    -0.004625
vwretd    0.851243
SMB       0.012976
HML       0.004850
dtype: float64, 89974: const    -0.115568
vwretd   -0.357769
SMB      -0.060691
HML      -0.026894
dtype: float64, 89975: const    -0.132817
vwretd    1.744915
SMB      -0.023134
HML      -0.015016
dtype: float64, 89976: const     0.008214
vwretd    1.110547
SMB      -0.003902
HML      -0.003676
dtype: float64, 89977: const     0.003582
vwretd    0.469136
SMB       0.001411
HML       0.004581
dtype: float64, 89978: const    -0.014596
vwretd   -0.502142
SMB       0.007586
HML       0.000538
dtype: float64, 89979: const    -0.061996
vwretd    3.480872
SMB       0.004938
HML      -0.043948
dtype: float64, 89980: const     0.000036
vwretd    1.549727
SMB       0.004331
HML       0.002003
dtype: float64, 89981: const    -0.011781
vwretd    1.672327
SMB      -0.004055
HML       0.000236
dtype: float64, 89982: const     0.010176
vwretd    0.307613
SMB      -0.000553
HML       0.000895
dtype: float64, 89983: const     0.022920
vwretd    1.593658
SMB       0.026346
HML       0.007039
dtype: float64, 89984: const    -0.002082
vwretd    1.333945
SMB      -0.001968
HML      -0.000272
dtype: float64, 89986: const     0.006949
vwretd   -0.795286
SMB      -0.017759
HML      -0.011241
dtype: float64, 89987: const     0.011227
vwretd   -0.268098
SMB       0.008470
HML      -0.001258
dtype: float64, 89988: const     0.000329
vwretd    0.993742
SMB      -0.000432
HML       0.000063
dtype: float64, 89989: const    -0.008576
vwretd    0.955255
SMB       0.008077
HML      -0.006433
dtype: float64, 89990: const    -0.003453
vwretd    1.208383
SMB       0.000116
HML       0.002651
dtype: float64, 89991: const     0.001644
vwretd    0.693434
SMB      -0.001747
HML       0.001928
dtype: float64, 89992: const     0.000396
vwretd    1.146748
SMB       0.002403
HML      -0.001012
dtype: float64, 89993: const     0.003648
vwretd    0.636360
SMB      -0.003764
HML       0.000412
dtype: float64, 89994: const    -0.002503
vwretd    1.106559
SMB      -0.000252
HML       0.006858
dtype: float64, 89995: const     0.003525
vwretd    0.758914
SMB      -0.000331
HML      -0.001808
dtype: float64, 89996: const     0.002138
vwretd    1.160241
SMB       0.000026
HML      -0.003795
dtype: float64, 89997: const    -0.000599
vwretd    1.198404
SMB       0.000717
HML       0.001476
dtype: float64, 89998: const     0.004459
vwretd    0.550149
SMB      -0.003805
HML      -0.000642
dtype: float64, 89999: const    -0.000110
vwretd    1.086046
SMB       0.007040
HML      -0.001665
dtype: float64, 90000: const     0.000279
vwretd    1.027277
SMB       0.005423
HML       0.004191
dtype: float64, 90001: const     0.000525
vwretd    1.052732
SMB       0.002293
HML       0.000150
dtype: float64, 90002: const     0.000514
vwretd    0.997912
SMB      -0.001173
HML      -0.000189
dtype: float64, 90003: const     0.000414
vwretd    1.069559
SMB      -0.000828
HML      -0.003190
dtype: float64, 90004: const     0.000766
vwretd    0.920596
SMB      -0.001648
HML       0.003075
dtype: float64, 90005: const     0.000227
vwretd    1.055305
SMB       0.006145
HML       0.001512
dtype: float64, 90006: const    -0.006368
vwretd    0.828695
SMB      -0.004957
HML       0.003787
dtype: float64, 90007: const     0.003641
vwretd    0.266874
SMB       0.002064
HML       0.002077
dtype: float64, 90008: const    -0.057541
vwretd    1.967068
SMB      -0.029074
HML       0.024877
dtype: float64, 90009: const     0.009455
vwretd    1.401437
SMB       0.016425
HML      -0.010278
dtype: float64, 90010: const     0.005225
vwretd   -0.146548
SMB       0.020745
HML       0.008847
dtype: float64, 90011: const     0.002610
vwretd    0.520090
SMB       0.008521
HML       0.000649
dtype: float64, 90012: const     0.011030
vwretd    0.533414
SMB       0.009308
HML       0.000538
dtype: float64, 90013: const     0.004361
vwretd    1.117167
SMB       0.012959
HML      -0.001813
dtype: float64, 90014: const     0.038172
vwretd    0.983391
SMB       0.015662
HML       0.024490
dtype: float64, 90015: const    -0.017489
vwretd    3.146121
SMB      -0.021705
HML      -0.007354
dtype: float64, 90016: const     0.003045
vwretd    0.835955
SMB       0.001226
HML       0.001753
dtype: float64, 90017: const     0.013887
vwretd    1.661612
SMB      -0.001621
HML       0.001364
dtype: float64, 90018: const    -0.141103
vwretd    2.098350
SMB       0.009311
HML       0.000715
dtype: float64, 90019: const    -0.046527
vwretd   -2.425813
SMB      -0.027105
HML       0.004900
dtype: float64, 90020: const    -0.008501
vwretd    1.549450
SMB       0.005620
HML       0.006156
dtype: float64, 90021: const    -0.021922
vwretd   -0.479794
SMB      -0.007776
HML       0.039903
dtype: float64, 90022: const     0.015891
vwretd    1.726525
SMB       0.018827
HML      -0.005050
dtype: float64, 90023: const     0.007610
vwretd    3.471803
SMB      -0.050334
HML       0.007738
dtype: float64, 90024: const    -0.001054
vwretd    1.191216
SMB       0.020708
HML       0.021322
dtype: float64, 90025: const    -0.020533
vwretd    1.537935
SMB       0.050874
HML      -0.002396
dtype: float64, 90026: const    -0.005142
vwretd    0.454968
SMB       0.021913
HML       0.019128
dtype: float64, 90027: const    -0.087976
vwretd   -0.533329
SMB      -0.003514
HML       0.005539
dtype: float64, 90028: const    -0.019781
vwretd    1.120281
SMB       0.004779
HML       0.000312
dtype: float64, 90029: const     0.011037
vwretd    1.741994
SMB       0.023118
HML       0.001224
dtype: float64, 90030: const     0.024894
vwretd    0.489932
SMB       0.006862
HML       0.000534
dtype: float64, 90031: const    -0.004311
vwretd    0.879021
SMB       0.024084
HML       0.005520
dtype: float64, 90032: const    -0.001438
vwretd    0.594609
SMB       0.033825
HML      -0.017264
dtype: float64, 90033: const    -0.000875
vwretd    1.414602
SMB       0.003826
HML      -0.008763
dtype: float64, 90034: const    -0.032849
vwretd    1.986162
SMB      -0.002987
HML       0.013330
dtype: float64, 90035: const     0.039219
vwretd   -0.011338
SMB       0.002452
HML      -0.017654
dtype: float64, 90036: const    -0.149054
vwretd   -0.003999
SMB       0.055361
HML      -0.032547
dtype: float64, 90037: const     0.002976
vwretd    0.440713
SMB       0.007364
HML       0.004788
dtype: float64, 90038: const     0.004955
vwretd    0.865453
SMB       0.000777
HML       0.002900
dtype: float64, 90039: const     0.021699
vwretd   -0.212669
SMB       0.013142
HML      -0.017787
dtype: float64, 90040: const     0.054209
vwretd   -0.984451
SMB       0.034507
HML       0.001823
dtype: float64, 90041: const     0.003100
vwretd    0.826595
SMB      -0.001268
HML       0.001452
dtype: float64, 90042: const    -0.003860
vwretd    1.415908
SMB      -0.001773
HML       0.001604
dtype: float64, 90043: const     0.000826
vwretd    0.241198
SMB       0.004420
HML       0.004958
dtype: float64, 90044: const     0.002796
vwretd    0.876057
SMB       0.006278
HML      -0.008654
dtype: float64, 90045: const     0.022619
vwretd    0.118045
SMB       0.010160
HML       0.003936
dtype: float64, 90046: const    -0.046903
vwretd    2.602380
SMB      -0.009444
HML       0.013205
dtype: float64, 90047: const     0.003618
vwretd    0.823453
SMB      -0.003157
HML      -0.001145
dtype: float64, 90048: const     0.018622
vwretd    1.662280
SMB       0.025922
HML      -0.014825
dtype: float64, 90049: const    -0.012116
vwretd    1.276983
SMB       0.027603
HML      -0.002019
dtype: float64, 90050: const    -0.001285
vwretd    1.137603
SMB       0.000425
HML       0.001183
dtype: float64, 90051: const     0.005295
vwretd    0.961985
SMB       0.007526
HML      -0.004930
dtype: float64, 90052: const     0.009596
vwretd    2.320614
SMB       0.007901
HML       0.016013
dtype: float64, 90053: const     0.004084
vwretd    0.653227
SMB       0.004999
HML       0.000599
dtype: float64, 90054: const     0.015680
vwretd    0.901448
SMB      -0.020958
HML       0.044785
dtype: float64, 90055: const     0.012891
vwretd    1.280022
SMB       0.013436
HML       0.021753
dtype: float64, 90056: const    -0.001948
vwretd    1.278361
SMB       0.002900
HML       0.004988
dtype: float64, 90057: const     0.000217
vwretd    0.359510
SMB      -0.000420
HML      -0.000805
dtype: float64, 90058: const    -0.000437
vwretd    0.300351
SMB       0.007710
HML      -0.006518
dtype: float64, 90060: const    -0.041887
vwretd    4.914070
SMB      -0.017500
HML      -0.032407
dtype: float64, 90061: const    -0.016081
vwretd    2.661900
SMB       0.007018
HML      -0.009024
dtype: float64, 90062: const    -0.000925
vwretd    0.696123
SMB       0.004897
HML       0.004517
dtype: float64, 90063: const    -0.000826
vwretd    1.224054
SMB      -0.000491
HML      -0.000649
dtype: float64, 90064: const     0.004342
vwretd    0.820782
SMB       0.005614
HML       0.013420
dtype: float64, 90065: const    -0.020674
vwretd    1.897696
SMB       0.022939
HML       0.027101
dtype: float64, 90066: const     0.001636
vwretd    1.036912
SMB      -0.001845
HML      -0.001780
dtype: float64, 90067: const    -0.014515
vwretd    1.386990
SMB       0.016839
HML       0.011199
dtype: float64, 90068: const    -0.001476
vwretd    1.030585
SMB      -0.002511
HML       0.001268
dtype: float64, 90069: const    -0.004990
vwretd    1.723632
SMB      -0.001774
HML      -0.017241
dtype: float64, 90070: const    -0.050161
vwretd    1.496250
SMB       0.006058
HML       0.047791
dtype: float64, 90071: const     0.002345
vwretd    0.936180
SMB       0.001255
HML      -0.001249
dtype: float64, 90072: const     0.000318
vwretd    1.600814
SMB       0.005272
HML       0.005343
dtype: float64, 90073: const    -0.000750
vwretd    0.658692
SMB       0.001084
HML       0.000692
dtype: float64, 90074: const     0.024058
vwretd    1.695577
SMB       0.038266
HML      -0.016001
dtype: float64, 90075: const    -0.012494
vwretd    0.889595
SMB      -0.005450
HML      -0.003979
dtype: float64, 90076: const    -0.003276
vwretd    1.375430
SMB       0.003576
HML       0.001479
dtype: float64, 90077: const    -0.004526
vwretd    0.909754
SMB      -0.002952
HML       0.003185
dtype: float64, 90078: const     0.004802
vwretd    1.221609
SMB       0.015623
HML       0.013292
dtype: float64, 90079: const     0.033206
vwretd    2.106375
SMB       0.025813
HML      -0.048963
dtype: float64, 90080: const     0.001921
vwretd    0.277735
SMB       0.008044
HML       0.004159
dtype: float64, 90081: const     0.007265
vwretd    1.198466
SMB       0.003295
HML       0.001813
dtype: float64, 90082: const     0.004449
vwretd    0.304518
SMB       0.006878
HML       0.005403
dtype: float64, 90083: const    -0.007996
vwretd    0.901865
SMB       0.011971
HML      -0.007370
dtype: float64, 90084: const    -0.030083
vwretd    1.291982
SMB       0.038378
HML      -0.018813
dtype: float64, 90085: const    -0.000175
vwretd    0.448038
SMB      -0.000596
HML      -0.000706
dtype: float64, 90086: const     0.005667
vwretd    0.403828
SMB       0.002694
HML       0.004118
dtype: float64, 90087: const    -0.011991
vwretd    1.291973
SMB      -0.002087
HML      -0.004909
dtype: float64, 90088: const    -0.007401
vwretd    1.405057
SMB       0.014568
HML       0.000079
dtype: float64, 90090: const     0.004254
vwretd    0.832663
SMB       0.009174
HML       0.005296
dtype: float64, 90091: const     0.013729
vwretd    1.439324
SMB       0.020559
HML       0.014565
dtype: float64, 90092: const     0.000265
vwretd    1.005541
SMB       0.004924
HML      -0.000377
dtype: float64, 90093: const    -0.041557
vwretd    1.009684
SMB      -0.013694
HML      -0.003061
dtype: float64, 90094: const    -0.030340
vwretd    1.849393
SMB       0.021910
HML       0.047577
dtype: float64, 90095: const     0.002019
vwretd    1.581703
SMB       0.025986
HML      -0.009534
dtype: float64, 90096: const     0.036836
vwretd   -2.571893
SMB       0.033420
HML      -0.040373
dtype: float64, 90097: const     0.007657
vwretd    1.985413
SMB       0.007274
HML       0.006438
dtype: float64, 90098: const    -0.034524
vwretd    1.574089
SMB       0.017735
HML      -0.002782
dtype: float64, 90099: const    -0.002750
vwretd    0.544286
SMB       0.006467
HML       0.005549
dtype: float64, 90100: const    -0.003288
vwretd    1.089392
SMB       0.000721
HML       0.008014
dtype: float64, 90101: const     0.010873
vwretd    0.387673
SMB       0.024727
HML       0.006985
dtype: float64, 90102: const     0.008051
vwretd    1.965540
SMB       0.014241
HML       0.015015
dtype: float64, 90103: const     0.001434
vwretd    0.948986
SMB      -0.000205
HML      -0.000111
dtype: float64, 90105: const    -0.001290
vwretd    1.441701
SMB      -0.001662
HML      -0.000951
dtype: float64, 90107: const     0.009159
vwretd    0.577269
SMB       0.017356
HML       0.016464
dtype: float64, 90108: const     0.000496
vwretd    0.852343
SMB      -0.003046
HML      -0.002040
dtype: float64, 90109: const    -0.007374
vwretd    1.820644
SMB      -0.002119
HML       0.012513
dtype: float64, 90110: const     0.005996
vwretd    0.807299
SMB      -0.002242
HML      -0.001670
dtype: float64, 90111: const    -0.000754
vwretd    0.914380
SMB      -0.003027
HML       0.001175
dtype: float64, 90112: const    -0.000881
vwretd    1.045369
SMB      -0.001695
HML       0.000630
dtype: float64, 90113: const    -0.077459
vwretd    2.516494
SMB      -0.016376
HML       0.020551
dtype: float64, 90114: const    -0.001061
vwretd    1.111542
SMB      -0.002051
HML       0.000168
dtype: float64, 90115: const    -0.025022
vwretd    1.611425
SMB       0.003569
HML       0.017164
dtype: float64, 90116: const     0.007019
vwretd    2.073356
SMB       0.004566
HML       0.005308
dtype: float64, 90117: const    -0.016646
vwretd    2.114198
SMB       0.004280
HML       0.006048
dtype: float64, 90118: const     0.013067
vwretd    0.912539
SMB       0.000059
HML      -0.005717
dtype: float64, 90119: const     0.002904
vwretd    0.720310
SMB      -0.000460
HML      -0.000674
dtype: float64, 90120: const     0.003242
vwretd    1.621174
SMB      -0.002428
HML       0.010831
dtype: float64, 90121: const    -0.000767
vwretd    1.299954
SMB       0.006448
HML       0.009602
dtype: float64, 90122: const     0.006670
vwretd   -2.037255
SMB       0.020621
HML      -0.028893
dtype: float64, 90123: const    -0.049025
vwretd    1.875804
SMB       0.016871
HML       0.023314
dtype: float64, 90124: const    -0.010263
vwretd   -1.171131
SMB       0.026135
HML      -0.055480
dtype: float64, 90125: const     0.019377
vwretd    0.635429
SMB       0.014810
HML      -0.004479
dtype: float64, 90126: const     0.004825
vwretd    1.251776
SMB       0.011288
HML      -0.001804
dtype: float64, 90127: const    -0.008267
vwretd    1.754030
SMB       0.012061
HML       0.001168
dtype: float64, 90128: const    -0.058350
vwretd    0.701393
SMB       0.021394
HML       0.012770
dtype: float64, 90129: const     0.010361
vwretd   -0.008648
SMB       0.011109
HML       0.004371
dtype: float64, 90131: const    -0.071233
vwretd    1.076287
SMB      -0.030493
HML      -0.030027
dtype: float64, 90132: const     0.001403
vwretd    0.377711
SMB       0.001351
HML       0.005508
dtype: float64, 90133: const    -0.018863
vwretd    1.512858
SMB       0.001802
HML      -0.016520
dtype: float64, 90134: const     0.010259
vwretd    0.836946
SMB       0.000085
HML       0.005886
dtype: float64, 90135: const     0.011427
vwretd    2.275583
SMB      -0.000827
HML      -0.036291
dtype: float64, 90136: const    -0.015207
vwretd    0.326153
SMB       0.004655
HML       0.010225
dtype: float64, 90137: const     0.070190
vwretd   -1.950943
SMB       0.020365
HML      -0.146294
dtype: float64, 90150: const    -0.094364
vwretd    0.470346
SMB       0.040506
HML      -0.049129
dtype: float64, 90157: const     0.000220
vwretd    1.959281
SMB      -0.001840
HML      -0.000214
dtype: float64, 90158: const    -0.018526
vwretd    0.580941
SMB       0.038183
HML      -0.009193
dtype: float64, 90159: const    -0.076562
vwretd    1.526716
SMB       0.005665
HML       0.018801
dtype: float64, 90160: const    -0.000745
vwretd    0.592705
SMB       0.001523
HML       0.000264
dtype: float64, 90161: const    -0.000162
vwretd    0.805936
SMB      -0.002145
HML      -0.000056
dtype: float64, 90162: const    -0.003850
vwretd    1.968379
SMB       0.000053
HML       0.011482
dtype: float64, 90163: const    -0.004041
vwretd    1.350359
SMB       0.027655
HML       0.004049
dtype: float64, 90164: const    -0.001999
vwretd    0.854752
SMB       0.006645
HML       0.009152
dtype: float64, 90165: const     0.026276
vwretd    1.295298
SMB       0.013761
HML       0.000711
dtype: float64, 90166: const      0.347597
vwretd   -14.487892
SMB       -0.118622
HML       -0.140110
dtype: float64, 90167: const    -0.144920
vwretd    5.345593
SMB      -0.028000
HML       0.152027
dtype: float64, 90168: const     0.012506
vwretd    1.236949
SMB      -0.016453
HML      -0.017647
dtype: float64, 90169: const     0.011548
vwretd   -0.494980
SMB       0.045920
HML       0.016643
dtype: float64, 90170: const    -0.007574
vwretd    0.302058
SMB       0.021433
HML      -0.001663
dtype: float64, 90171: const    -0.030692
vwretd    1.693552
SMB      -0.036614
HML       0.012100
dtype: float64, 90172: const    -0.000560
vwretd    0.925760
SMB      -0.001560
HML      -0.000111
dtype: float64, 90173: const     0.003052
vwretd    0.197047
SMB      -0.000756
HML      -0.002265
dtype: float64, 90174: const     0.029419
vwretd    2.894110
SMB       0.024528
HML      -0.014913
dtype: float64, 90175: const     0.009595
vwretd    1.655384
SMB       0.006950
HML      -0.001285
dtype: float64, 90176: const    -0.003268
vwretd    2.199044
SMB      -0.013254
HML      -0.000457
dtype: float64, 90177: const     0.015975
vwretd    1.807779
SMB       0.004654
HML      -0.001033
dtype: float64, 90178: const     0.019486
vwretd    1.007851
SMB       0.012098
HML      -0.006971
dtype: float64, 90179: const    -0.000183
vwretd    0.605356
SMB       0.012431
HML      -0.002401
dtype: float64, 90180: const     0.020645
vwretd    1.510161
SMB       0.017773
HML       0.004994
dtype: float64, 90182: const    -0.028003
vwretd    0.292308
SMB       0.007792
HML      -0.015657
dtype: float64, 90183: const     0.001181
vwretd   -0.131888
SMB       0.005735
HML      -0.014856
dtype: float64, 90184: const     0.015328
vwretd   -0.345142
SMB       0.011006
HML      -0.003157
dtype: float64, 90187: const     0.002883
vwretd    0.914720
SMB       0.012357
HML       0.004143
dtype: float64, 90188: const     0.007264
vwretd    0.765546
SMB       0.006445
HML       0.001693
dtype: float64, 90189: const    -0.020851
vwretd    1.761673
SMB      -0.024524
HML      -0.001583
dtype: float64, 90190: const     0.021165
vwretd    0.477574
SMB       0.000301
HML       0.019257
dtype: float64, 90191: const     0.004635
vwretd   -0.797550
SMB       0.013012
HML      -0.014293
dtype: float64, 90192: const    -0.000452
vwretd    0.053898
SMB       0.004501
HML       0.015388
dtype: float64, 90193: const     0.003788
vwretd    0.922149
SMB       0.001507
HML      -0.000781
dtype: float64, 90194: const     0.005123
vwretd    0.744248
SMB       0.006092
HML       0.004419
dtype: float64, 90196: const    -0.015896
vwretd    1.807419
SMB       0.007300
HML       0.006513
dtype: float64, 90197: const     0.004907
vwretd    1.696629
SMB      -0.003801
HML      -0.012222
dtype: float64, 90198: const     -0.489872
vwretd    10.455215
SMB       -0.162076
HML        0.121503
dtype: float64, 90199: const     0.003273
vwretd    1.716866
SMB       0.007529
HML       0.006260
dtype: float64, 90200: const     0.005344
vwretd    0.827802
SMB       0.010889
HML       0.000785
dtype: float64, 90201: const    -0.023406
vwretd    1.401856
SMB       0.014290
HML       0.004365
dtype: float64, 90202: const     0.000161
vwretd    0.578911
SMB       0.001454
HML       0.000713
dtype: float64, 90203: const    -0.010935
vwretd    0.812734
SMB       0.038132
HML      -0.001488
dtype: float64, 90204: const    -0.027297
vwretd    1.350366
SMB       0.018570
HML      -0.005529
dtype: float64, 90205: const     0.001989
vwretd    0.771626
SMB       0.000426
HML       0.003313
dtype: float64, 90206: const     0.015284
vwretd    1.817835
SMB       0.007101
HML       0.001470
dtype: float64, 90207: const     0.005681
vwretd    2.159824
SMB      -0.022028
HML      -0.015066
dtype: float64, 90208: const     0.000881
vwretd    0.731159
SMB       0.003348
HML       0.005986
dtype: float64, 90209: const    -0.028886
vwretd    0.970109
SMB       0.006833
HML       0.006340
dtype: float64, 90210: const     0.005830
vwretd    1.448037
SMB       0.009296
HML       0.008810
dtype: float64, 90211: const     0.006602
vwretd    0.637816
SMB       0.014776
HML       0.001931
dtype: float64, 90212: const    -0.038791
vwretd   -0.088730
SMB       0.035809
HML       0.038559
dtype: float64, 90213: const    -0.000461
vwretd    0.994197
SMB       0.015491
HML       0.005703
dtype: float64, 90214: const    -0.004015
vwretd    1.204861
SMB       0.004573
HML       0.004836
dtype: float64, 90215: const     0.010798
vwretd    1.411708
SMB       0.004302
HML      -0.006538
dtype: float64, 90216: const     0.000399
vwretd    0.568196
SMB       0.004973
HML      -0.002901
dtype: float64, 90217: const     0.005014
vwretd    1.919859
SMB       0.017820
HML       0.010892
dtype: float64, 90218: const     0.007778
vwretd    1.211307
SMB      -0.002476
HML      -0.006790
dtype: float64, 90219: const     0.001634
vwretd    1.027579
SMB       0.003297
HML       0.005728
dtype: float64, 90220: const     0.016054
vwretd    0.929160
SMB       0.003281
HML      -0.002857
dtype: float64, 90221: const     0.002571
vwretd    0.466968
SMB       0.005316
HML       0.007271
dtype: float64, 90222: const     0.024370
vwretd    1.616605
SMB       0.020224
HML      -0.010355
dtype: float64, 90223: const    -0.015319
vwretd    0.774049
SMB       0.009725
HML      -0.009325
dtype: float64, 90224: const    -0.021323
vwretd    1.624130
SMB       0.010516
HML       0.005173
dtype: float64, 90225: const     0.053414
vwretd   -2.287447
SMB       0.018003
HML      -0.023096
dtype: float64, 90226: const    -0.016180
vwretd    1.399704
SMB       0.004600
HML      -0.010740
dtype: float64, 90227: const    -0.002646
vwretd    1.297824
SMB       0.000444
HML       0.001393
dtype: float64, 90228: const    -0.002249
vwretd    1.242188
SMB       0.000954
HML       0.001087
dtype: float64, 90229: const    -0.030253
vwretd    0.787241
SMB       0.014976
HML      -0.012020
dtype: float64, 90230: const    -0.088586
vwretd    0.798070
SMB       0.010163
HML       0.000150
dtype: float64, 90231: const    -0.018594
vwretd    1.003158
SMB       0.013286
HML      -0.018480
dtype: float64, 90232: const     0.007883
vwretd    0.785046
SMB       0.013047
HML      -0.011223
dtype: float64, 90233: const     0.013896
vwretd    1.443826
SMB       0.012670
HML      -0.007095
dtype: float64, 90234: const    -0.113265
vwretd    1.841466
SMB       0.009475
HML       0.057297
dtype: float64, 90236: const    -0.030414
vwretd    2.647855
SMB      -0.002391
HML       0.005471
dtype: float64, 90237: const     0.021661
vwretd   -0.032047
SMB      -0.008825
HML      -0.006832
dtype: float64, 90238: const     0.001354
vwretd    1.092868
SMB       0.018152
HML      -0.000951
dtype: float64, 90239: const    -0.006148
vwretd    2.600882
SMB      -0.013049
HML       0.000429
dtype: float64, 90240: const    -0.050599
vwretd    6.329312
SMB      -0.023876
HML       0.038291
dtype: float64, 90241: const     0.000329
vwretd    0.778177
SMB      -0.005674
HML       0.001088
dtype: float64, 90242: const     0.001006
vwretd    1.359328
SMB       0.021702
HML       0.002985
dtype: float64, 90243: const     0.048017
vwretd    0.974625
SMB       0.037539
HML      -0.008443
dtype: float64, 90244: const    -0.002968
vwretd    0.960702
SMB      -0.000383
HML      -0.000362
dtype: float64, 90245: const    -0.022828
vwretd    1.984725
SMB       0.001707
HML       0.003721
dtype: float64, 90246: const     0.051715
vwretd    0.767430
SMB       0.019353
HML       0.006633
dtype: float64, 90247: const     0.012864
vwretd    0.090215
SMB       0.005334
HML       0.004121
dtype: float64, 90248: const     0.015993
vwretd    0.892014
SMB       0.005228
HML      -0.003894
dtype: float64, 90249: const     0.004602
vwretd    1.191075
SMB       0.011156
HML       0.003685
dtype: float64, 90250: const     0.000790
vwretd    0.663132
SMB       0.002934
HML      -0.001772
dtype: float64, 90251: const     0.019356
vwretd    2.981441
SMB      -0.019123
HML      -0.012788
dtype: float64, 90252: const     0.000803
vwretd    1.946951
SMB      -0.001096
HML       0.007265
dtype: float64, 90253: const     0.004251
vwretd    0.708716
SMB       0.001062
HML       0.003368
dtype: float64, 90254: const     0.012266
vwretd    1.217606
SMB       0.077830
HML       0.059589
dtype: float64, 90255: const    -0.098851
vwretd    2.030734
SMB       0.005866
HML       0.053573
dtype: float64, 90256: const     0.000089
vwretd    1.083762
SMB      -0.001156
HML      -0.004057
dtype: float64, 90257: const     0.000738
vwretd    0.967750
SMB      -0.001818
HML      -0.000036
dtype: float64, 90258: const    -0.000280
vwretd    0.891455
SMB      -0.002436
HML       0.002913
dtype: float64, 90259: const     0.000303
vwretd    1.059984
SMB       0.001971
HML       0.000715
dtype: float64, 90260: const     0.000774
vwretd    1.066343
SMB       0.003192
HML      -0.003079
dtype: float64, 90261: const     0.000630
vwretd    1.002736
SMB       0.001824
HML       0.004636
dtype: float64, 90262: const    -0.007209
vwretd   -0.387950
SMB       0.006585
HML       0.006300
dtype: float64, 90263: const    -0.000764
vwretd    1.048446
SMB       0.007023
HML       0.002410
dtype: float64, 90264: const    -0.000441
vwretd    1.044161
SMB       0.008068
HML      -0.002296
dtype: float64, 90265: const    -0.000169
vwretd    1.043110
SMB       0.006290
HML       0.005596
dtype: float64, 90266: const    -0.010281
vwretd    1.312675
SMB       0.004750
HML      -0.001148
dtype: float64, 90267: const    -0.000320
vwretd    0.845349
SMB       0.001130
HML       0.001847
dtype: float64, 90268: const    -0.039343
vwretd    2.485244
SMB      -0.018592
HML       0.021514
dtype: float64, 90269: const    -0.000412
vwretd    0.683546
SMB       0.001473
HML       0.000854
dtype: float64, 90270: const    -0.025137
vwretd    3.820060
SMB       0.005424
HML       0.062227
dtype: float64, 90271: const    -0.013845
vwretd    1.304980
SMB       0.004639
HML       0.006197
dtype: float64, 90272: const     0.015203
vwretd    1.447242
SMB       0.004439
HML       0.001876
dtype: float64, 90273: const    -0.029844
vwretd    1.476165
SMB       0.009503
HML      -0.010832
dtype: float64, 90274: const     0.009963
vwretd    0.419507
SMB       0.004463
HML       0.002641
dtype: float64, 90275: const     0.015863
vwretd    0.950436
SMB       0.002777
HML      -0.012145
dtype: float64, 90276: const     0.003319
vwretd    1.060121
SMB       0.005015
HML       0.000398
dtype: float64, 90277: const     0.025444
vwretd    2.369055
SMB      -0.003817
HML      -0.005005
dtype: float64, 90278: const     0.021052
vwretd    1.895440
SMB      -0.018649
HML      -0.013974
dtype: float64, 90279: const    -0.007807
vwretd    0.790686
SMB       0.019029
HML      -0.003634
dtype: float64, 90280: const     0.036221
vwretd   -0.041532
SMB       0.040969
HML      -0.001089
dtype: float64, 90281: const    -0.022193
vwretd    3.834929
SMB      -0.006123
HML      -0.014462
dtype: float64, 90282: const     0.002735
vwretd    1.151747
SMB       0.010524
HML      -0.012572
dtype: float64, 90283: const     0.016326
vwretd    2.056460
SMB       0.048632
HML      -0.019922
dtype: float64, 90284: const    -0.028014
vwretd    3.458536
SMB      -0.042905
HML       0.042677
dtype: float64, 90285: const     0.003758
vwretd    1.376226
SMB       0.005706
HML       0.001618
dtype: float64, 90286: const     0.003910
vwretd    1.492706
SMB       0.011298
HML       0.014481
dtype: float64, 90287: const     0.025734
vwretd    1.071528
SMB       0.015819
HML      -0.004665
dtype: float64, 90288: const    -0.028063
vwretd    1.158180
SMB       0.006265
HML      -0.005968
dtype: float64, 90289: const    -0.012792
vwretd    1.020630
SMB       0.014482
HML      -0.000313
dtype: float64, 90290: const     0.016406
vwretd    0.881570
SMB       0.007450
HML      -0.009589
dtype: float64, 90291: const     0.004296
vwretd    0.723748
SMB       0.003656
HML       0.004558
dtype: float64, 90292: const    -0.013666
vwretd    0.598341
SMB       0.002663
HML      -0.002337
dtype: float64, 90293: const      0.097009
vwretd   -13.644085
SMB        0.057644
HML        0.019317
dtype: float64, 90294: const     0.013586
vwretd   -0.331351
SMB       0.010422
HML      -0.011271
dtype: float64, 90295: const     0.003422
vwretd    0.708911
SMB       0.001506
HML       0.002469
dtype: float64, 90296: const     0.032346
vwretd   -0.749995
SMB       0.005708
HML       0.002745
dtype: float64, 90297: const     0.036139
vwretd    1.016900
SMB       0.010046
HML      -0.004853
dtype: float64, 90298: const    -0.087314
vwretd    1.087326
SMB       0.016512
HML       0.010990
dtype: float64, 90299: const     0.000717
vwretd    1.153369
SMB       0.013441
HML      -0.005168
dtype: float64, 90300: const     0.006688
vwretd    0.618587
SMB       0.000407
HML       0.003816
dtype: float64, 90301: const     0.003250
vwretd    1.109668
SMB       0.009636
HML       0.006641
dtype: float64, 90302: const    -0.000072
vwretd    0.595802
SMB       0.000317
HML      -0.000307
dtype: float64, 90303: const     0.003987
vwretd    1.468852
SMB       0.004998
HML       0.001140
dtype: float64, 90304: const     0.084335
vwretd   -3.844697
SMB       0.088427
HML       0.001581
dtype: float64, 90305: const     0.011051
vwretd    0.835474
SMB       0.002089
HML       0.000030
dtype: float64, 90306: const    -0.000748
vwretd    0.981600
SMB      -0.000738
HML       0.000016
dtype: float64, 90307: const    -0.003778
vwretd    1.211879
SMB       0.010046
HML       0.006649
dtype: float64, 90308: const    -0.021402
vwretd   -2.893322
SMB       0.023862
HML      -0.002210
dtype: float64, 90309: const     0.015897
vwretd    0.900228
SMB       0.009795
HML      -0.029875
dtype: float64, 90310: const     0.010246
vwretd    1.057299
SMB       0.005182
HML      -0.014794
dtype: float64, 90311: const    -0.008600
vwretd   -1.809583
SMB       0.052099
HML      -0.017972
dtype: float64, 90312: const     0.005776
vwretd    1.344963
SMB       0.005183
HML       0.008485
dtype: float64, 90313: const     0.004120
vwretd    2.056268
SMB       0.016203
HML       0.002212
dtype: float64, 90314: const    -0.001239
vwretd    2.661321
SMB       0.014756
HML       0.006061
dtype: float64, 90315: const    -0.158792
vwretd   -3.843324
SMB       0.088450
HML       0.060203
dtype: float64, 90316: const    -0.009648
vwretd    1.221707
SMB       0.005415
HML       0.003142
dtype: float64, 90317: const    -0.044084
vwretd    0.018385
SMB      -0.003521
HML      -0.003275
dtype: float64, 90318: const    -0.037144
vwretd    0.993252
SMB       0.015372
HML      -0.000659
dtype: float64, 90319: const     0.008029
vwretd    1.177629
SMB      -0.004527
HML      -0.004656
dtype: float64, 90320: const    -0.065339
vwretd    1.394270
SMB      -0.013351
HML      -0.004125
dtype: float64, 90321: const     0.057040
vwretd    2.690954
SMB       0.019697
HML      -0.008479
dtype: float64, 90322: const     0.009883
vwretd    0.569996
SMB       0.008481
HML      -0.018019
dtype: float64, 90323: const     0.017457
vwretd    1.227413
SMB       0.010921
HML      -0.016920
dtype: float64, 90324: const    -0.008258
vwretd    8.908539
SMB      -0.058465
HML       0.001224
dtype: float64, 90325: const    -0.017326
vwretd    1.737593
SMB       0.018559
HML       0.000699
dtype: float64, 90326: const     0.025470
vwretd    0.627365
SMB       0.005498
HML      -0.015338
dtype: float64, 90327: const    -0.032275
vwretd    1.048394
SMB       0.035238
HML      -0.014486
dtype: float64, 90328: const     0.025447
vwretd    0.264496
SMB       0.005796
HML       0.009093
dtype: float64, 90329: const     0.011848
vwretd    0.325283
SMB       0.001913
HML       0.001945
dtype: float64, 90331: const     0.004668
vwretd    0.665221
SMB       0.000905
HML       0.003091
dtype: float64, 90333: const     0.016584
vwretd    1.266342
SMB       0.004165
HML      -0.006227
dtype: float64, 90334: const     0.017236
vwretd    0.769079
SMB       0.000099
HML       0.003356
dtype: float64, 90335: const     0.021146
vwretd    1.968840
SMB      -0.004627
HML       0.008955
dtype: float64, 90336: const    -0.119060
vwretd    3.609442
SMB      -0.018147
HML       0.057553
dtype: float64, 90337: const    -0.044267
vwretd    1.049137
SMB       0.027428
HML      -0.004454
dtype: float64, 90338: const     0.006868
vwretd    0.895375
SMB      -0.003554
HML       0.000483
dtype: float64, 90339: const     0.008168
vwretd    1.414109
SMB       0.001500
HML      -0.004704
dtype: float64, 90340: const     0.000169
vwretd    0.913931
SMB       0.004057
HML       0.006489
dtype: float64, 90341: const    -0.012046
vwretd    0.267128
SMB       0.025364
HML       0.053231
dtype: float64, 90342: const     0.036027
vwretd    0.763764
SMB       0.029164
HML      -0.005729
dtype: float64, 90343: const     0.002308
vwretd    0.888549
SMB       0.009859
HML      -0.008567
dtype: float64, 90344: const     0.007396
vwretd    1.232687
SMB      -0.000547
HML      -0.007391
dtype: float64, 90345: const     0.001392
vwretd    1.111452
SMB       0.000594
HML      -0.013832
dtype: float64, 90346: const     0.000912
vwretd    1.904597
SMB       0.005406
HML       0.005156
dtype: float64, 90347: const     0.000217
vwretd    1.092927
SMB       0.003037
HML       0.007174
dtype: float64, 90348: const     0.000106
vwretd    1.111324
SMB       0.001499
HML       0.002133
dtype: float64, 90349: const    -0.001433
vwretd    0.884409
SMB      -0.000139
HML      -0.001007
dtype: float64, 90350: const     0.000097
vwretd    1.017357
SMB       0.001100
HML       0.002468
dtype: float64, 90351: const     0.007061
vwretd    2.044045
SMB       0.000429
HML      -0.013058
dtype: float64, 90352: const    -0.021263
vwretd    1.228486
SMB       0.004388
HML       0.002876
dtype: float64, 90353: const     0.003771
vwretd    1.046271
SMB       0.009575
HML       0.008525
dtype: float64, 90354: const     0.002140
vwretd    2.233507
SMB       0.022990
HML       0.007772
dtype: float64, 90355: const    -0.023703
vwretd    1.219068
SMB      -0.009391
HML      -0.024957
dtype: float64, 90356: const    -0.009727
vwretd    0.206746
SMB       0.008059
HML      -0.004908
dtype: float64, 90357: const    -0.033994
vwretd    1.369090
SMB       0.012988
HML       0.002896
dtype: float64, 90358: const     0.004597
vwretd    0.612467
SMB       0.003110
HML       0.007582
dtype: float64, 90359: const     0.000124
vwretd    0.744917
SMB       0.004273
HML       0.006163
dtype: float64, 90360: const     0.082600
vwretd    0.379332
SMB       0.032412
HML      -0.112435
dtype: float64, 90361: const     0.008902
vwretd    0.939274
SMB       0.001187
HML      -0.002878
dtype: float64, 90362: const    -0.046415
vwretd   -1.293876
SMB       0.016870
HML      -0.013163
dtype: float64, 90363: const     0.001112
vwretd    0.923251
SMB       0.013932
HML       0.013132
dtype: float64, 90365: const    -0.018522
vwretd    2.726140
SMB      -0.009784
HML      -0.007061
dtype: float64, 90366: const     0.002164
vwretd    0.696665
SMB       0.008566
HML      -0.004787
dtype: float64, 90368: const    -0.002154
vwretd    2.028388
SMB      -0.003134
HML       0.010034
dtype: float64, 90369: const    -0.000158
vwretd    0.851466
SMB      -0.000866
HML       0.002308
dtype: float64, 90370: const     0.017945
vwretd    0.673873
SMB       0.016656
HML       0.001155
dtype: float64, 90371: const     0.005822
vwretd    1.241145
SMB       0.006146
HML       0.013671
dtype: float64, 90372: const    -0.033934
vwretd    0.308610
SMB       0.017306
HML       0.012970
dtype: float64, 90373: const     0.009324
vwretd    0.725288
SMB      -0.000554
HML      -0.002930
dtype: float64, 90374: const     0.001042
vwretd    0.875327
SMB      -0.000670
HML       0.005296
dtype: float64, 90375: const     0.023209
vwretd   -0.197821
SMB       0.011173
HML      -0.001602
dtype: float64, 90376: const    -0.000333
vwretd    0.943704
SMB      -0.000295
HML      -0.001036
dtype: float64, 90377: const     0.010159
vwretd    1.740427
SMB       0.015755
HML      -0.003244
dtype: float64, 90378: const     0.011343
vwretd    0.007133
SMB       0.009866
HML      -0.006517
dtype: float64, 90379: const     0.015429
vwretd    0.677903
SMB       0.026958
HML       0.016193
dtype: float64, 90380: const     0.019125
vwretd    2.075046
SMB       0.013071
HML      -0.012712
dtype: float64, 90381: const    -0.005288
vwretd    0.653412
SMB       0.020724
HML      -0.005787
dtype: float64, 90382: const     0.022267
vwretd    0.710737
SMB       0.000683
HML      -0.004631
dtype: float64, 90383: const    -0.000670
vwretd    0.953228
SMB      -0.001240
HML      -0.001107
dtype: float64, 90384: const    -0.003766
vwretd    2.094526
SMB      -0.008062
HML       0.004256
dtype: float64, 90385: const     0.005955
vwretd    0.882692
SMB       0.008907
HML       0.007865
dtype: float64, 90386: const     0.004158
vwretd    1.417743
SMB      -0.000359
HML       0.003045
dtype: float64, 90387: const    -0.008273
vwretd    1.632293
SMB       0.014731
HML       0.015237
dtype: float64, 90388: const     0.004616
vwretd    1.560585
SMB      -0.002565
HML       0.009338
dtype: float64, 90389: const     0.000181
vwretd    0.708982
SMB       0.000591
HML       0.000762
dtype: float64, 90390: const     0.000025
vwretd    0.803022
SMB       0.000295
HML       0.000596
dtype: float64, 90391: const     0.002529
vwretd    0.913227
SMB      -0.002064
HML       0.000260
dtype: float64, 90392: const     0.002009
vwretd    0.364878
SMB       0.000444
HML       0.000185
dtype: float64, 90393: const    -0.041210
vwretd   -0.015639
SMB       0.009614
HML      -0.015749
dtype: float64, 90394: const    -0.005815
vwretd    1.640150
SMB       0.008845
HML       0.007974
dtype: float64, 90395: const    -0.046551
vwretd    2.890462
SMB      -0.003615
HML       0.028760
dtype: float64, 90396: const     0.005265
vwretd    0.888512
SMB       0.004289
HML       0.001610
dtype: float64, 90397: const     0.018917
vwretd    1.025562
SMB       0.002315
HML       0.017742
dtype: float64, 90398: const     0.004483
vwretd    0.022454
SMB       0.004603
HML       0.002056
dtype: float64, 90399: const     0.001868
vwretd    0.624682
SMB      -0.007324
HML       0.015169
dtype: float64, 90400: const     0.010950
vwretd    0.824423
SMB       0.017307
HML       0.008620
dtype: float64, 90401: const     0.003957
vwretd    1.147148
SMB       0.004399
HML       0.006446
dtype: float64, 90402: const    -0.020744
vwretd   -0.551503
SMB       0.010811
HML      -0.008386
dtype: float64, 90403: const     0.032788
vwretd    1.036794
SMB      -0.013248
HML      -0.033722
dtype: float64, 90404: const    -0.008507
vwretd    2.139193
SMB       0.017382
HML       0.007799
dtype: float64, 90405: const     0.059983
vwretd    2.567844
SMB       0.002427
HML      -0.022989
dtype: float64, 90406: const     0.001228
vwretd    0.549146
SMB       0.008154
HML       0.010070
dtype: float64, 90407: const    -0.003831
vwretd    0.594744
SMB       0.011583
HML      -0.036218
dtype: float64, 90408: const     0.004418
vwretd    2.000517
SMB      -0.011004
HML      -0.009227
dtype: float64, 90409: const     0.007836
vwretd    0.486090
SMB       0.011458
HML       0.001449
dtype: float64, 90410: const     0.003371
vwretd    1.311582
SMB       0.015882
HML      -0.006079
dtype: float64, 90411: const    -0.022505
vwretd    1.813780
SMB       0.001304
HML       0.004991
dtype: float64, 90412: const    -0.005335
vwretd    2.029197
SMB      -0.003139
HML      -0.007705
dtype: float64, 90413: const    -0.069418
vwretd    1.622222
SMB       0.003912
HML       0.022902
dtype: float64, 90414: const     0.047500
vwretd    0.504936
SMB       0.014683
HML      -0.032126
dtype: float64, 90415: const     0.011152
vwretd    0.303976
SMB       0.000027
HML       0.001945
dtype: float64, 90416: const     0.003061
vwretd    0.261200
SMB      -0.000280
HML       0.002139
dtype: float64, 90417: const     0.003273
vwretd    0.569521
SMB      -0.000710
HML      -0.001360
dtype: float64, 90418: const     0.018340
vwretd    0.369296
SMB       0.007031
HML       0.001122
dtype: float64, 90419: const    -0.005292
vwretd    0.746231
SMB       0.008790
HML      -0.001281
dtype: float64, 90420: const     27.966497
vwretd   -56.172261
SMB       -9.116113
HML       -1.264267
dtype: float64, 90421: const     0.000031
vwretd    0.849461
SMB      -0.001067
HML       0.004337
dtype: float64, 90422: const    -0.014869
vwretd    1.459282
SMB       0.020027
HML       0.007894
dtype: float64, 90423: const     0.001985
vwretd    1.044614
SMB       0.011216
HML      -0.002683
dtype: float64, 90424: const     0.025244
vwretd    1.611034
SMB       0.002993
HML       0.000494
dtype: float64, 90425: const    -0.000895
vwretd    0.963517
SMB       0.021345
HML       0.018370
dtype: float64, 90426: const    -0.006415
vwretd    0.257624
SMB       0.000668
HML       0.008822
dtype: float64, 90427: const     0.007715
vwretd    0.748369
SMB       0.008229
HML       0.001605
dtype: float64, 90428: const     0.027736
vwretd    0.800666
SMB       0.006866
HML      -0.009059
dtype: float64, 90429: const    -0.052748
vwretd    0.090937
SMB       0.008600
HML       0.017329
dtype: float64, 90430: const    -0.021096
vwretd    0.472051
SMB       0.015333
HML       0.004668
dtype: float64, 90431: const     0.022151
vwretd    0.974543
SMB      -0.002538
HML       0.016266
dtype: float64, 90432: const    -0.001098
vwretd    0.881232
SMB      -0.000073
HML       0.002448
dtype: float64, 90433: const     0.000217
vwretd    1.131487
SMB       0.002336
HML      -0.001039
dtype: float64, 90434: const    -0.001427
vwretd    0.688684
SMB      -0.001487
HML      -0.001076
dtype: float64, 90435: const     0.015561
vwretd    2.832078
SMB      -0.017027
HML      -0.015604
dtype: float64, 90436: const     0.022000
vwretd    1.190062
SMB       0.017354
HML       0.000806
dtype: float64, 90437: const    -0.039565
vwretd    1.534687
SMB       0.002735
HML      -0.027128
dtype: float64, 90438: const     0.005793
vwretd    0.492828
SMB       0.007669
HML      -0.001077
dtype: float64, 90439: const     0.009169
vwretd    1.230786
SMB       0.001708
HML      -0.002941
dtype: float64, 90440: const    -0.001662
vwretd    1.391400
SMB       0.005887
HML       0.005139
dtype: float64, 90441: const     0.003642
vwretd    1.202344
SMB      -0.001191
HML       0.005310
dtype: float64, 90442: const     0.002857
vwretd    1.222119
SMB      -0.001777
HML       0.004344
dtype: float64, 90443: const     0.002774
vwretd    1.404961
SMB       0.010971
HML       0.002370
dtype: float64, 90444: const     0.005753
vwretd    0.869620
SMB       0.004298
HML      -0.003644
dtype: float64, 90445: const    -0.011605
vwretd    0.939342
SMB      -0.005798
HML      -0.005667
dtype: float64, 90446: const    -0.027507
vwretd    2.189593
SMB       0.007368
HML       0.004597
dtype: float64, 90447: const     0.005976
vwretd    0.228025
SMB      -0.002596
HML       0.002540
dtype: float64, 90448: const     0.006429
vwretd    0.186575
SMB      -0.002352
HML      -0.002315
dtype: float64, 90449: const     0.001997
vwretd    1.043601
SMB       0.029434
HML       0.011742
dtype: float64, 90450: const     0.000013
vwretd    1.298796
SMB       0.000647
HML      -0.004427
dtype: float64, 90451: const     0.013946
vwretd    1.049085
SMB       0.008227
HML      -0.007072
dtype: float64, 90452: const     0.031352
vwretd    1.357106
SMB      -0.009984
HML       0.004861
dtype: float64, 90453: const    -0.096909
vwretd    2.506432
SMB       0.006151
HML       0.065122
dtype: float64, 90454: const     0.015061
vwretd    0.754947
SMB       0.005058
HML      -0.002711
dtype: float64, 90455: const     0.015295
vwretd    1.276666
SMB       0.004931
HML      -0.004285
dtype: float64, 90456: const    -0.009234
vwretd    0.855378
SMB       0.007447
HML      -0.000534
dtype: float64, 90457: const    -0.106193
vwretd    1.383004
SMB       0.017094
HML       0.025794
dtype: float64, 90458: const     0.004628
vwretd    0.498684
SMB      -0.000235
HML       0.001472
dtype: float64, 90459: const    -0.018148
vwretd    2.757067
SMB      -0.005246
HML      -0.026734
dtype: float64, 90460: const     0.000812
vwretd    0.442004
SMB      -0.005851
HML      -0.019472
dtype: float64, 90461: const     0.028916
vwretd    0.615280
SMB       0.016774
HML      -0.000668
dtype: float64, 90462: const     0.001941
vwretd    0.829673
SMB       0.018602
HML      -0.015378
dtype: float64, 90463: const     0.032659
vwretd    0.460425
SMB       0.010508
HML       0.000522
dtype: float64, 90464: const     0.002376
vwretd    0.416840
SMB       0.008796
HML       0.002381
dtype: float64, 90465: const    -0.005973
vwretd   -0.015156
SMB       0.010323
HML      -0.049901
dtype: float64, 90466: const     0.000584
vwretd    1.265578
SMB      -0.005350
HML       0.002206
dtype: float64, 90467: const     0.003876
vwretd    0.170072
SMB       0.006777
HML       0.008216
dtype: float64, 90468: const     0.085868
vwretd   -3.756565
SMB       0.024798
HML      -0.045051
dtype: float64, 90469: const    -0.013670
vwretd    0.723907
SMB       0.006658
HML      -0.002070
dtype: float64, 90470: const     0.000285
vwretd    0.485782
SMB       0.008598
HML       0.006735
dtype: float64, 90471: const    -0.030559
vwretd    0.652286
SMB      -0.007697
HML       0.000522
dtype: float64, 90472: const    -0.017463
vwretd   -9.827668
SMB       0.082266
HML      -0.018250
dtype: float64, 90473: const     0.009388
vwretd    0.953056
SMB       0.003704
HML       0.004963
dtype: float64, 90474: const     0.003317
vwretd    0.524977
SMB      -0.003320
HML       0.002529
dtype: float64, 90475: const    -0.035420
vwretd    1.502604
SMB       0.003139
HML       0.030109
dtype: float64, 90476: const     0.008580
vwretd    0.416027
SMB       0.010459
HML       0.018002
dtype: float64, 90477: const     0.060077
vwretd   -1.736339
SMB       0.041821
HML       0.015564
dtype: float64, 90478: const     0.003165
vwretd    1.035152
SMB       0.003967
HML      -0.004837
dtype: float64, 90479: const    -0.069788
vwretd   -0.531210
SMB      -0.024018
HML      -0.039117
dtype: float64, 90480: const    -0.055098
vwretd    1.141754
SMB       0.003710
HML      -0.006095
dtype: float64, 90481: const    -0.049151
vwretd    1.522471
SMB       0.033961
HML       0.017098
dtype: float64, 90482: const     0.003119
vwretd    0.622577
SMB       0.007795
HML       0.011805
dtype: float64, 90483: const    -0.011282
vwretd    0.797910
SMB       0.033743
HML      -0.003764
dtype: float64, 90484: const    -0.012454
vwretd    0.925906
SMB      -0.004636
HML      -0.005452
dtype: float64, 90485: const     0.043223
vwretd    0.809446
SMB       0.007196
HML      -0.073313
dtype: float64, 90486: const    -0.025721
vwretd    0.912563
SMB       0.001931
HML       0.001738
dtype: float64, 90487: const     0.006390
vwretd    0.381978
SMB      -0.002667
HML       0.004284
dtype: float64, 90488: const    -0.023736
vwretd    1.833238
SMB      -0.005611
HML      -0.002162
dtype: float64, 90489: const    -0.001104
vwretd    0.579066
SMB       0.005870
HML       0.005187
dtype: float64, 90490: const     0.002419
vwretd    1.112902
SMB       0.012210
HML       0.010108
dtype: float64, 90491: const    -0.000465
vwretd    1.660317
SMB       0.006135
HML       0.008336
dtype: float64, 90492: const    -0.020537
vwretd    2.393672
SMB       0.002475
HML       0.015095
dtype: float64, 90493: const     0.008991
vwretd    2.151347
SMB       0.001621
HML       0.014623
dtype: float64, 90494: const    -0.022462
vwretd    2.008648
SMB       0.008924
HML       0.009839
dtype: float64, 90495: const    -0.001391
vwretd    1.101984
SMB       0.001700
HML       0.005646
dtype: float64, 90496: const     0.008001
vwretd    1.701394
SMB       0.015633
HML       0.008420
dtype: float64, 90497: const    -0.000406
vwretd    0.948192
SMB      -0.002414
HML       0.006524
dtype: float64, 90498: const    -0.026627
vwretd    0.284473
SMB      -0.003583
HML       0.015085
dtype: float64, 90499: const    -0.003844
vwretd    1.038947
SMB       0.001191
HML       0.008393
dtype: float64, 90500: const    -0.016723
vwretd    0.624189
SMB      -0.019494
HML       0.023560
dtype: float64, 90501: const     0.020950
vwretd    2.404909
SMB      -0.003455
HML      -0.020688
dtype: float64, 90502: const    -0.035115
vwretd    1.782687
SMB       0.000697
HML      -0.003594
dtype: float64, 90503: const     0.002283
vwretd    1.163426
SMB       0.012671
HML       0.006608
dtype: float64, 90504: const    -0.037304
vwretd    2.732240
SMB      -0.032239
HML       0.002495
dtype: float64, 90505: const     0.001844
vwretd    2.144732
SMB       0.004758
HML       0.008793
dtype: float64, 90506: const     0.000673
vwretd    1.220046
SMB       0.009171
HML       0.014694
dtype: float64, 90507: const     0.006223
vwretd    1.607724
SMB       0.004839
HML       0.005561
dtype: float64, 90508: const     0.014476
vwretd    0.449764
SMB      -0.005575
HML       0.007151
dtype: float64, 90509: const     0.041992
vwretd    0.794756
SMB       0.016553
HML       0.034277
dtype: float64, 90510: const     0.000081
vwretd    0.585754
SMB       0.002382
HML       0.000749
dtype: float64, 90511: const     0.000833
vwretd    0.767488
SMB       0.000965
HML       0.007018
dtype: float64, 90512: const    -0.000881
vwretd    1.077559
SMB       0.004011
HML      -0.004563
dtype: float64, 90513: const    -0.058092
vwretd    3.302657
SMB       0.049243
HML       0.049688
dtype: float64, 90514: const     0.015912
vwretd    0.029026
SMB       0.006875
HML      -0.004517
dtype: float64, 90515: const    -0.006668
vwretd    0.536137
SMB       0.009075
HML       0.010719
dtype: float64, 90516: const     0.003804
vwretd    1.287272
SMB       0.003625
HML      -0.001410
dtype: float64, 90517: const     0.009676
vwretd    1.264144
SMB       0.006088
HML       0.007235
dtype: float64, 90518: const    -0.003396
vwretd    0.874203
SMB       0.001330
HML      -0.001579
dtype: float64, 90519: const    -0.017445
vwretd    1.340530
SMB       0.008587
HML      -0.022422
dtype: float64, 90520: const     0.002920
vwretd    1.681261
SMB      -0.000181
HML       0.004377
dtype: float64, 90521: const    -0.000011
vwretd    0.971766
SMB       0.002969
HML       0.003255
dtype: float64, 90522: const     0.001059
vwretd    0.882912
SMB       0.002817
HML      -0.002329
dtype: float64, 90523: const    -0.000162
vwretd    1.033659
SMB      -0.000301
HML      -0.002434
dtype: float64, 90524: const    -0.000416
vwretd    0.926978
SMB       0.002279
HML       0.004891
dtype: float64, 90525: const     0.006372
vwretd    0.189732
SMB      -0.002394
HML      -0.002367
dtype: float64, 90526: const     0.000247
vwretd    0.992236
SMB      -0.001083
HML      -0.000325
dtype: float64, 90527: const     0.010413
vwretd    1.073652
SMB       0.003637
HML      -0.009652
dtype: float64, 90528: const     0.030273
vwretd    0.674092
SMB       0.000753
HML      -0.018307
dtype: float64, 90529: const    -0.098392
vwretd    1.656722
SMB       0.018217
HML       0.013159
dtype: float64, 90530: const     0.000492
vwretd    0.620735
SMB       0.001483
HML       0.000416
dtype: float64, 90531: const    -0.008608
vwretd    1.182020
SMB       0.009382
HML       0.003343
dtype: float64, 90532: const     0.012538
vwretd   -0.756668
SMB       0.016211
HML      -0.017866
dtype: float64, 90533: const    -0.000019
vwretd    1.651184
SMB       0.015349
HML       0.012873
dtype: float64, 90534: const     0.003528
vwretd    0.236909
SMB       0.008879
HML       0.006380
dtype: float64, 90535: const     0.000241
vwretd    1.630294
SMB      -0.006670
HML       0.006649
dtype: float64, 90536: const     0.001064
vwretd    1.563810
SMB      -0.007182
HML       0.003385
dtype: float64, 90537: const    -0.000639
vwretd    1.249298
SMB       0.008948
HML       0.005446
dtype: float64, 90538: const    -0.022884
vwretd    1.611494
SMB       0.015069
HML       0.001132
dtype: float64, 90539: const    -0.021138
vwretd    1.093520
SMB       0.015530
HML      -0.005718
dtype: float64, 90540: const     0.006091
vwretd    0.587365
SMB       0.004563
HML       0.002844
dtype: float64, 90541: const     0.001533
vwretd    1.230666
SMB       0.009021
HML       0.002281
dtype: float64, 90542: const     0.003606
vwretd    1.453617
SMB       0.010784
HML      -0.003053
dtype: float64, 90543: const     0.000539
vwretd    0.424512
SMB       0.006185
HML       0.000451
dtype: float64, 90544: const     0.001550
vwretd    0.511882
SMB       0.007787
HML       0.005035
dtype: float64, 90545: const     0.002272
vwretd    0.206383
SMB       0.003087
HML       0.006446
dtype: float64, 90546: const    -0.045155
vwretd    3.724426
SMB      -0.005818
HML      -0.031202
dtype: float64, 90547: const    -0.036746
vwretd    1.952361
SMB       0.011048
HML      -0.010184
dtype: float64, 90548: const    -0.004250
vwretd    1.364868
SMB       0.021699
HML       0.009876
dtype: float64, 90549: const    -0.005438
vwretd    1.463406
SMB      -0.000402
HML       0.005496
dtype: float64, 90550: const     0.005399
vwretd    0.840927
SMB       0.005859
HML       0.000366
dtype: float64, 90551: const    -0.129430
vwretd    5.265554
SMB      -0.010304
HML       0.019022
dtype: float64, 90552: const     0.001866
vwretd    0.331571
SMB       0.000973
HML      -0.000241
dtype: float64, 90553: const    -0.030097
vwretd    0.481420
SMB      -0.000458
HML       0.016430
dtype: float64, 90554: const     0.012080
vwretd    0.151115
SMB      -0.005000
HML       0.016229
dtype: float64, 90555: const    -0.041648
vwretd    1.110494
SMB       0.000196
HML       0.011032
dtype: float64, 90556: const    -0.025189
vwretd    1.698512
SMB       0.005536
HML      -0.011794
dtype: float64, 90557: const     0.019507
vwretd    1.343029
SMB       0.026234
HML      -0.052027
dtype: float64, 90558: const     0.002153
vwretd    1.608288
SMB       0.003615
HML       0.009275
dtype: float64, 90559: const    -0.033124
vwretd    2.062491
SMB       0.008143
HML       0.021536
dtype: float64, 90560: const    -0.032526
vwretd    0.847958
SMB      -0.012569
HML       0.008307
dtype: float64, 90561: const     0.004040
vwretd    0.850067
SMB       0.003020
HML       0.009867
dtype: float64, 90562: const     0.002684
vwretd    0.794224
SMB      -0.001615
HML       0.001871
dtype: float64, 90563: const    -0.002008
vwretd    0.930002
SMB       0.000545
HML      -0.000371
dtype: float64, 90564: const     0.005409
vwretd    0.942889
SMB       0.006041
HML       0.002535
dtype: float64, 90565: const     0.015484
vwretd    0.500996
SMB       0.010290
HML      -0.006052
dtype: float64, 90566: const    -0.102496
vwretd    1.118193
SMB       0.015240
HML       0.011318
dtype: float64, 90567: const    -0.011215
vwretd   -0.317897
SMB       0.016517
HML       0.003909
dtype: float64, 90568: const    -0.001229
vwretd    1.219676
SMB       0.004674
HML       0.006205
dtype: float64, 90569: const     0.004771
vwretd    1.485901
SMB       0.006041
HML       0.004715
dtype: float64, 90580: const    -0.032905
vwretd   -1.509650
SMB      -0.009240
HML      -0.050751
dtype: float64, 90588: const    -0.032648
vwretd    0.202339
SMB      -0.002785
HML       0.000803
dtype: float64, 90589: const    -0.051149
vwretd    2.457449
SMB      -0.002057
HML       0.003256
dtype: float64, 90590: const     0.006113
vwretd    0.454431
SMB       0.009432
HML       0.007001
dtype: float64, 90591: const     0.004768
vwretd    0.655524
SMB       0.006258
HML       0.010387
dtype: float64, 90592: const    -0.034687
vwretd    0.207850
SMB       0.012116
HML      -0.010383
dtype: float64, 90593: const    -0.026001
vwretd   -0.119438
SMB       0.005060
HML      -0.014353
dtype: float64, 90594: const    -0.067541
vwretd    2.160212
SMB      -0.001589
HML       0.016955
dtype: float64, 90595: const     0.014883
vwretd    0.837163
SMB      -0.008971
HML       0.000201
dtype: float64, 90596: const    -0.011612
vwretd    0.696851
SMB      -0.003588
HML       0.001084
dtype: float64, 90597: const    -0.005733
vwretd    0.852071
SMB      -0.002856
HML      -0.020644
dtype: float64, 90598: const    -0.012109
vwretd    1.903162
SMB       0.006624
HML      -0.015665
dtype: float64, 90599: const     0.019951
vwretd   -0.696964
SMB       0.020739
HML       0.021907
dtype: float64, 90600: const     0.000762
vwretd    0.444343
SMB       0.005039
HML       0.005634
dtype: float64, 90601: const     0.006928
vwretd    0.935551
SMB       0.001545
HML      -0.001752
dtype: float64, 90602: const    -0.059079
vwretd   -2.853775
SMB       0.061225
HML       0.013618
dtype: float64, 90603: const     0.001787
vwretd    0.533098
SMB       0.010170
HML       0.010429
dtype: float64, 90604: const    -0.010808
vwretd    1.876368
SMB       0.001115
HML      -0.008333
dtype: float64, 90605: const     0.005155
vwretd    0.860482
SMB       0.006866
HML       0.005015
dtype: float64, 90606: const    -0.034718
vwretd    1.958515
SMB       0.005300
HML      -0.018228
dtype: float64, 90607: const     0.004802
vwretd    0.763078
SMB       0.002120
HML      -0.001270
dtype: float64, 90608: const     0.013960
vwretd    0.438011
SMB       0.024785
HML      -0.016933
dtype: float64, 90609: const     0.008784
vwretd    1.471081
SMB       0.005170
HML      -0.010340
dtype: float64, 90610: const    -0.003293
vwretd    2.014815
SMB       0.008066
HML       0.006616
dtype: float64, 90611: const    -0.003804
vwretd    1.030404
SMB      -0.002085
HML      -0.000783
dtype: float64, 90612: const    -0.002261
vwretd    0.865486
SMB      -0.001426
HML       0.001318
dtype: float64, 90613: const     0.034986
vwretd    1.414496
SMB       0.008419
HML      -0.004390
dtype: float64, 90614: const    -0.006492
vwretd    1.701942
SMB       0.012714
HML      -0.018844
dtype: float64, 90615: const    -0.011134
vwretd    0.621513
SMB       0.002281
HML       0.003929
dtype: float64, 90616: const     0.009539
vwretd    0.186468
SMB      -0.001393
HML      -0.001719
dtype: float64, 90617: const     0.022034
vwretd   -0.146756
SMB      -0.023163
HML      -0.002862
dtype: float64, 90618: const    -0.009982
vwretd    1.506094
SMB       0.011268
HML      -0.004736
dtype: float64, 90619: const     0.000231
vwretd    1.008173
SMB      -0.000390
HML      -0.002935
dtype: float64, 90620: const     0.001678
vwretd    0.859148
SMB      -0.001321
HML       0.002803
dtype: float64, 90621: const     0.001192
vwretd    1.019406
SMB       0.002943
HML      -0.002277
dtype: float64, 90622: const     0.001324
vwretd    0.982780
SMB       0.008227
HML       0.005506
dtype: float64, 90623: const    -0.000593
vwretd    0.968318
SMB       0.007184
HML      -0.000402
dtype: float64, 90624: const     0.000446
vwretd    1.020192
SMB       0.002666
HML       0.003942
dtype: float64, 90625: const    -0.010183
vwretd    1.492747
SMB       0.007140
HML       0.009287
dtype: float64, 90626: const    -0.026888
vwretd    1.403956
SMB       0.003544
HML       0.005656
dtype: float64, 90627: const     0.000534
vwretd    0.780006
SMB      -0.003731
HML      -0.001312
dtype: float64, 90628: const     0.002173
vwretd    0.723940
SMB      -0.003830
HML      -0.007031
dtype: float64, 90629: const    -0.060416
vwretd    0.137968
SMB       0.003492
HML      -0.015195
dtype: float64, 90630: const    -0.002720
vwretd    1.237627
SMB       0.007840
HML       0.003869
dtype: float64, 90631: const    -0.001779
vwretd    2.283999
SMB      -0.000868
HML      -0.000841
dtype: float64, 90632: const     0.032456
vwretd    0.269615
SMB       0.006169
HML       0.000363
dtype: float64, 90633: const    -0.039824
vwretd    0.976711
SMB       0.019673
HML       0.009654
dtype: float64, 90634: const     0.013718
vwretd    0.789853
SMB       0.012506
HML       0.005971
dtype: float64, 90635: const     0.007631
vwretd    0.515175
SMB      -0.002885
HML       0.003730
dtype: float64, 90636: const     0.002996
vwretd    0.144742
SMB       0.001853
HML       0.002347
dtype: float64, 90637: const     0.004333
vwretd    0.108408
SMB       0.000612
HML       0.003618
dtype: float64, 90638: const     0.009098
vwretd    1.322461
SMB       0.004372
HML       0.003498
dtype: float64, 90639: const     0.009396
vwretd    1.254608
SMB      -0.002516
HML      -0.001621
dtype: float64, 90640: const    -0.049643
vwretd    1.823317
SMB       0.011426
HML       0.000412
dtype: float64, 90641: const    -0.017189
vwretd    4.046456
SMB      -0.000062
HML       0.054886
dtype: float64, 90642: const    -0.012327
vwretd    1.160603
SMB      -0.025589
HML      -0.024355
dtype: float64, 90643: const    -0.037366
vwretd    2.590015
SMB       0.004964
HML       0.003287
dtype: float64, 90644: const    -0.034936
vwretd    0.993834
SMB      -0.005687
HML       0.013137
dtype: float64, 90645: const    -0.072359
vwretd    1.089236
SMB       0.005049
HML      -0.011332
dtype: float64, 90646: const    -0.004045
vwretd    1.117028
SMB       0.001940
HML      -0.001559
dtype: float64, 90647: const     0.001352
vwretd    0.796755
SMB      -0.002742
HML      -0.000552
dtype: float64, 90648: const     0.000786
vwretd    0.807783
SMB       0.000890
HML       0.000343
dtype: float64, 90649: const    -0.003837
vwretd    1.954088
SMB       0.009633
HML      -0.004445
dtype: float64, 90650: const    -0.021020
vwretd    5.451588
SMB       0.022910
HML       0.061133
dtype: float64, 90651: const    -0.001068
vwretd    0.803588
SMB       0.002054
HML       0.001119
dtype: float64, 90652: const    -0.001836
vwretd    1.174025
SMB      -0.002936
HML      -0.002444
dtype: float64, 90653: const    -0.068070
vwretd   -0.971599
SMB       0.026633
HML       0.054998
dtype: float64, 90654: const     0.068859
vwretd    0.267591
SMB      -0.009300
HML       0.001103
dtype: float64, 90655: const    -0.006244
vwretd    0.882211
SMB       0.003753
HML      -0.007194
dtype: float64, 90656: const     0.003776
vwretd    1.668467
SMB      -0.012335
HML       0.000515
dtype: float64, 90657: const     0.001552
vwretd    1.564813
SMB       0.008620
HML       0.007593
dtype: float64, 90658: const     0.011390
vwretd    1.269011
SMB      -0.002559
HML      -0.003292
dtype: float64, 90659: const    -0.012902
vwretd    1.084942
SMB       0.001718
HML      -0.005031
dtype: float64, 90660: const    -0.001263
vwretd    1.064127
SMB       0.004509
HML       0.006751
dtype: float64, 90661: const    -0.002002
vwretd    0.123592
SMB      -0.002113
HML       0.007456
dtype: float64, 90662: const     0.001983
vwretd   -0.302220
SMB       0.001031
HML       0.015517
dtype: float64, 90663: const     0.206235
vwretd    0.006597
SMB      -0.030759
HML      -0.261383
dtype: float64, 90664: const     0.020690
vwretd    1.053217
SMB       0.009463
HML      -0.010717
dtype: float64, 90665: const     0.006200
vwretd    0.232489
SMB       0.003245
HML       0.009473
dtype: float64, 90666: const     0.004083
vwretd    0.742779
SMB      -0.004734
HML       0.006779
dtype: float64, 90668: const     0.004205
vwretd    0.109710
SMB       0.009407
HML       0.014230
dtype: float64, 90669: const    -0.008540
vwretd    0.236757
SMB       0.010918
HML       0.010285
dtype: float64, 90670: const    -0.031499
vwretd    1.866372
SMB       0.006909
HML      -0.008668
dtype: float64, 90671: const     0.003864
vwretd    1.451136
SMB      -0.000744
HML      -0.000996
dtype: float64, 90672: const    -0.008394
vwretd    1.371948
SMB       0.012608
HML       0.006269
dtype: float64, 90673: const    -0.030210
vwretd    1.013015
SMB      -0.006346
HML      -0.019180
dtype: float64, 90674: const     0.024231
vwretd    2.367669
SMB       0.005363
HML      -0.006990
dtype: float64, 90675: const    -0.001736
vwretd    1.001098
SMB      -0.000061
HML      -0.000463
dtype: float64, 90676: const    -0.000208
vwretd    1.231724
SMB       0.003347
HML      -0.002047
dtype: float64, 90677: const     0.008867
vwretd    1.331660
SMB       0.006560
HML      -0.008950
dtype: float64, 90678: const    -0.026862
vwretd    2.247396
SMB       0.001078
HML      -0.011881
dtype: float64, 90679: const     0.002365
vwretd    1.362286
SMB       0.016128
HML       0.008403
dtype: float64, 90680: const    -0.003968
vwretd    1.583408
SMB       0.010234
HML       0.008343
dtype: float64, 90681: const    -0.060268
vwretd    1.196815
SMB       0.011892
HML       0.003744
dtype: float64, 90682: const     0.008803
vwretd    0.300265
SMB       0.007811
HML      -0.003098
dtype: float64, 90683: const    -0.002762
vwretd    0.846229
SMB       0.000930
HML      -0.000851
dtype: float64, 90684: const    -0.211575
vwretd    2.037770
SMB       0.038885
HML       0.037104
dtype: float64, 90685: const     0.002191
vwretd    0.246401
SMB       0.000408
HML      -0.000830
dtype: float64, 90686: const    -0.008384
vwretd   -5.501539
SMB       0.017156
HML      -0.109542
dtype: float64, 90687: const    -0.003520
vwretd    2.193709
SMB       0.010717
HML      -0.008816
dtype: float64, 90688: const     0.001563
vwretd    0.625292
SMB       0.000666
HML       0.000391
dtype: float64, 90689: const    -0.000796
vwretd    1.139364
SMB       0.002118
HML      -0.001332
dtype: float64, 90690: const     0.033241
vwretd   -0.216065
SMB       0.011165
HML      -0.000263
dtype: float64, 90691: const    -0.036758
vwretd    1.548238
SMB       0.010686
HML      -0.005229
dtype: float64, 90692: const     0.090687
vwretd    2.503928
SMB       0.142402
HML       0.090266
dtype: float64, 90693: const     0.028101
vwretd    0.681650
SMB      -0.004343
HML      -0.009630
dtype: float64, 90694: const     0.000689
vwretd    0.920257
SMB      -0.003415
HML       0.000421
dtype: float64, 90695: const     0.000767
vwretd    0.942087
SMB      -0.000330
HML      -0.007937
dtype: float64, 90696: const     0.002361
vwretd    3.267099
SMB      -0.014718
HML      -0.005826
dtype: float64, 90697: const     0.007402
vwretd    0.700189
SMB       0.003283
HML      -0.004341
dtype: float64, 90698: const     0.009497
vwretd    0.614445
SMB      -0.004913
HML       0.002041
dtype: float64, 90699: const     0.001722
vwretd    2.156549
SMB       0.012122
HML       0.015281
dtype: float64, 90700: const     0.003947
vwretd    1.105834
SMB       0.027030
HML      -0.003391
dtype: float64, 90701: const    -0.002180
vwretd    1.403134
SMB      -0.000085
HML       0.004741
dtype: float64, 90702: const    -0.024471
vwretd   -0.001416
SMB       0.034944
HML      -0.152959
dtype: float64, 90703: const     0.001321
vwretd    0.661287
SMB       0.005148
HML       0.002049
dtype: float64, 90704: const    -0.028202
vwretd    1.746762
SMB       0.005258
HML      -0.010993
dtype: float64, 90705: const     0.015081
vwretd    0.467793
SMB       0.024298
HML      -0.007601
dtype: float64, 90706: const     0.003016
vwretd    1.227472
SMB       0.013024
HML       0.001607
dtype: float64, 90708: const     0.005117
vwretd    1.034651
SMB       0.004117
HML      -0.003151
dtype: float64, 90709: const    -0.009528
vwretd    1.893238
SMB      -0.004763
HML       0.000159
dtype: float64, 90710: const     0.007850
vwretd    0.431969
SMB      -0.001558
HML       0.005729
dtype: float64, 90711: const     0.005044
vwretd    0.518046
SMB       0.002899
HML       0.009545
dtype: float64, 90713: const    -0.036820
vwretd    1.623858
SMB       0.003923
HML       0.024916
dtype: float64, 90714: const    -0.010152
vwretd   -6.458705
SMB       0.027613
HML       0.048594
dtype: float64, 90715: const     0.001890
vwretd    1.304213
SMB       0.013818
HML       0.003612
dtype: float64, 90716: const     0.012456
vwretd    2.157858
SMB      -0.003907
HML       0.002295
dtype: float64, 90717: const    -0.000839
vwretd    1.209576
SMB       0.017012
HML      -0.004863
dtype: float64, 90718: const    -0.000697
vwretd    0.450720
SMB       0.006946
HML       0.004820
dtype: float64, 90719: const    -0.043605
vwretd    0.074446
SMB      -0.003629
HML       0.008015
dtype: float64, 90720: const     0.010564
vwretd    1.644052
SMB       0.010888
HML       0.008415
dtype: float64, 90721: const     0.002185
vwretd    0.864280
SMB       0.005826
HML       0.004521
dtype: float64, 90722: const     0.001710
vwretd    0.541897
SMB      -0.001720
HML       0.005106
dtype: float64, 90723: const     0.028401
vwretd    0.771136
SMB       0.017466
HML      -0.015719
dtype: float64, 90724: const    -0.023306
vwretd    1.894229
SMB       0.006635
HML       0.009432
dtype: float64, 90725: const     0.011735
vwretd    1.174821
SMB       0.014588
HML      -0.003409
dtype: float64, 90726: const    -0.009230
vwretd    4.100532
SMB      -0.012798
HML      -0.001884
dtype: float64, 90727: const    -0.026133
vwretd    1.990244
SMB      -0.000823
HML       0.022671
dtype: float64, 90729: const     0.003177
vwretd    0.977022
SMB       0.002626
HML       0.000952
dtype: float64, 90730: const     0.010174
vwretd    0.329019
SMB       0.004315
HML       0.008591
dtype: float64, 90731: const     0.004180
vwretd    1.215263
SMB       0.002957
HML       0.004253
dtype: float64, 90732: const     0.014171
vwretd    2.321328
SMB       0.023419
HML      -0.003331
dtype: float64, 90733: const    -0.003184
vwretd    1.482136
SMB       0.020199
HML      -0.005972
dtype: float64, 90734: const     0.012605
vwretd    0.514871
SMB       0.006994
HML      -0.000969
dtype: float64, 90735: const     0.006934
vwretd    1.011185
SMB       0.010093
HML      -0.002709
dtype: float64, 90736: const     0.029569
vwretd    0.590077
SMB       0.007704
HML       0.008906
dtype: float64, 90737: const     0.018741
vwretd    0.772450
SMB       0.003905
HML      -0.010754
dtype: float64, 90738: const    -0.026642
vwretd    2.007509
SMB       0.021471
HML      -0.023328
dtype: float64, 90739: const     0.021335
vwretd    1.180521
SMB      -0.047295
HML       0.001397
dtype: float64, 90740: const     0.000154
vwretd    0.784404
SMB       0.002741
HML      -0.006983
dtype: float64, 90741: const     0.045561
vwretd   -1.004438
SMB       0.003067
HML      -0.014189
dtype: float64, 90742: const    -0.003069
vwretd    1.359342
SMB       0.024178
HML       0.001648
dtype: float64, 90743: const    -0.085663
vwretd    2.055688
SMB       0.004860
HML      -0.031995
dtype: float64, 90744: const     0.010235
vwretd    1.340637
SMB       0.006446
HML      -0.003513
dtype: float64, 90745: const     0.062199
vwretd    0.667972
SMB      -0.000309
HML      -0.025792
dtype: float64, 90746: const    -0.017992
vwretd    2.468370
SMB      -0.001941
HML      -0.010294
dtype: float64, 90747: const    -0.003648
vwretd    1.152773
SMB       0.022672
HML       0.001561
dtype: float64, 90748: const    -0.000913
vwretd    1.230078
SMB       0.002473
HML      -0.018050
dtype: float64, 90749: const     0.013255
vwretd    1.082510
SMB      -0.002603
HML      -0.010961
dtype: float64, 90750: const     0.030498
vwretd    2.031006
SMB      -0.008187
HML      -0.010810
dtype: float64, 90751: const     0.002109
vwretd    1.136017
SMB       0.015255
HML       0.009397
dtype: float64, 90752: const     0.002538
vwretd    1.656108
SMB       0.016216
HML       0.025494
dtype: float64, 90753: const     0.001524
vwretd    0.790906
SMB       0.000273
HML      -0.001204
dtype: float64, 90754: const    -0.001978
vwretd    0.817084
SMB       0.001039
HML      -0.001505
dtype: float64, 90755: const    -0.006437
vwretd    0.724040
SMB       0.004015
HML       0.005153
dtype: float64, 90756: const     0.000938
vwretd    1.461504
SMB       0.005588
HML       0.008640
dtype: float64, 90757: const     0.034430
vwretd    1.584030
SMB       0.003839
HML      -0.012682
dtype: float64, 90758: const     0.038290
vwretd    2.503942
SMB       0.011821
HML       0.002872
dtype: float64, 90759: const     0.031273
vwretd    2.876523
SMB       0.003991
HML      -0.014522
dtype: float64, 90760: const     0.008797
vwretd    1.585943
SMB       0.005222
HML       0.025283
dtype: float64, 90761: const    -0.003706
vwretd    1.127865
SMB       0.003063
HML      -0.001479
dtype: float64, 90762: const    -0.003611
vwretd    1.264373
SMB      -0.002075
HML      -0.000768
dtype: float64, 90763: const    -0.001212
vwretd    0.814427
SMB       0.001500
HML       0.001505
dtype: float64, 90764: const     0.020637
vwretd    0.542080
SMB       0.008757
HML      -0.001620
dtype: float64, 90765: const    -0.001245
vwretd    1.103440
SMB       0.005466
HML       0.002144
dtype: float64, 90766: const     0.002088
vwretd    0.984486
SMB       0.005033
HML      -0.003839
dtype: float64, 90767: const     0.002345
vwretd    1.239986
SMB       0.006026
HML      -0.001273
dtype: float64, 90768: const     0.004309
vwretd    0.692033
SMB       0.002351
HML      -0.001525
dtype: float64, 90769: const     0.000981
vwretd    1.098885
SMB       0.006434
HML      -0.003225
dtype: float64, 90770: const    -0.002470
vwretd    1.152489
SMB       0.004771
HML      -0.000039
dtype: float64, 90771: const     0.002911
vwretd    0.615949
SMB       0.000875
HML       0.001052
dtype: float64, 90772: const     0.002903
vwretd    0.808723
SMB       0.002735
HML       0.000185
dtype: float64, 90773: const     0.001259
vwretd    0.893730
SMB       0.007281
HML      -0.003754
dtype: float64, 90774: const    -0.066072
vwretd    0.151575
SMB      -0.007430
HML      -0.027170
dtype: float64, 90775: const     0.007310
vwretd    0.226534
SMB       0.006395
HML       0.003242
dtype: float64, 90776: const     0.004450
vwretd    0.904656
SMB       0.014542
HML       0.013780
dtype: float64, 90777: const    -0.002729
vwretd    1.343181
SMB      -0.008336
HML       0.013354
dtype: float64, 90778: const     0.009693
vwretd    1.388350
SMB      -0.004180
HML       0.007695
dtype: float64, 90779: const     0.003639
vwretd    0.964689
SMB       0.006474
HML       0.002697
dtype: float64, 90780: const    -0.025872
vwretd    1.821665
SMB       0.001806
HML      -0.003728
dtype: float64, 90781: const    -0.001831
vwretd    1.577770
SMB       0.001202
HML       0.004110
dtype: float64, 90782: const    -0.010773
vwretd    0.828912
SMB      -0.003305
HML      -0.005443
dtype: float64, 90783: const    -0.000245
vwretd    1.863948
SMB       0.013094
HML       0.000386
dtype: float64, 90784: const    -0.002534
vwretd    1.586502
SMB      -0.009916
HML      -0.005689
dtype: float64, 90785: const    -0.018377
vwretd    1.126503
SMB      -0.002132
HML      -0.004866
dtype: float64, 90786: const     0.012997
vwretd    0.547606
SMB      -0.001102
HML      -0.001090
dtype: float64, 90787: const    -0.050909
vwretd    1.307586
SMB       0.019575
HML       0.010952
dtype: float64, 90788: const    -0.055260
vwretd    0.599683
SMB      -0.000732
HML      -0.015637
dtype: float64, 90789: const     0.009455
vwretd    0.833242
SMB       0.011077
HML       0.008814
dtype: float64, 90790: const     0.002941
vwretd    1.121585
SMB      -0.001077
HML       0.003181
dtype: float64, 90791: const    -0.004231
vwretd    0.740334
SMB       0.006171
HML       0.000059
dtype: float64, 90792: const    -0.002458
vwretd    1.032220
SMB       0.004072
HML      -0.000979
dtype: float64, 90793: const    -0.003212
vwretd    0.934816
SMB       0.000249
HML       0.003059
dtype: float64, 90794: const     0.000216
vwretd    0.833097
SMB      -0.001266
HML       0.005287
dtype: float64, 90795: const    -0.008678
vwretd    1.866502
SMB       0.008927
HML      -0.004563
dtype: float64, 90796: const     0.010298
vwretd    1.143866
SMB       0.000692
HML      -0.006446
dtype: float64, 90797: const     0.000867
vwretd    0.967836
SMB       0.003898
HML       0.000830
dtype: float64, 90798: const     0.003804
vwretd    1.066875
SMB       0.002338
HML      -0.002495
dtype: float64, 90799: const     0.017323
vwretd    0.502481
SMB       0.007775
HML      -0.020632
dtype: float64, 90800: const     0.006396
vwretd    1.788467
SMB      -0.005745
HML       0.005519
dtype: float64, 90801: const     0.007148
vwretd    1.356860
SMB       0.019425
HML       0.016684
dtype: float64, 90802: const     0.082659
vwretd    0.898596
SMB       0.024763
HML      -0.014955
dtype: float64, 90803: const     0.001361
vwretd    0.866019
SMB       0.006289
HML       0.005530
dtype: float64, 90804: const    -0.025588
vwretd    2.627971
SMB       0.015053
HML      -0.005488
dtype: float64, 90805: const     0.002582
vwretd    1.033045
SMB       0.003285
HML       0.001319
dtype: float64, 90806: const     0.006577
vwretd    1.097760
SMB      -0.001633
HML       0.007096
dtype: float64, 90807: const     0.011888
vwretd    0.329560
SMB       0.003292
HML      -0.003427
dtype: float64, 90808: const     0.003958
vwretd    1.557412
SMB      -0.000215
HML       0.001190
dtype: float64, 90809: const    -0.055492
vwretd    0.645725
SMB       0.000757
HML       0.003070
dtype: float64, 90810: const     0.003923
vwretd    2.282007
SMB       0.002808
HML      -0.003897
dtype: float64, 90811: const    -0.042361
vwretd   -0.267726
SMB       0.010917
HML       0.001096
dtype: float64, 90812: const    -0.110818
vwretd    8.964576
SMB      -0.004834
HML       0.041336
dtype: float64, 90813: const    -0.012980
vwretd    1.812215
SMB       0.010653
HML      -0.005372
dtype: float64, 90814: const     0.008430
vwretd    0.654238
SMB       0.012889
HML      -0.001143
dtype: float64, 90816: const    -0.014340
vwretd    0.175846
SMB       0.010447
HML      -0.097941
dtype: float64, 90817: const     0.005587
vwretd    1.051879
SMB       0.000075
HML       0.030887
dtype: float64, 90818: const    -0.019492
vwretd   -0.215231
SMB      -0.003784
HML       0.006687
dtype: float64, 90819: const     0.034611
vwretd    0.750011
SMB      -0.012947
HML      -0.021856
dtype: float64, 90820: const     0.010430
vwretd    0.142097
SMB       0.002032
HML      -0.000406
dtype: float64, 90821: const    -0.013917
vwretd    0.346990
SMB      -0.000452
HML       0.000524
dtype: float64, 90822: const     0.018638
vwretd    1.317911
SMB       0.011333
HML       0.012877
dtype: float64, 90823: const    -0.053209
vwretd    1.228879
SMB      -0.001611
HML       0.019098
dtype: float64, 90824: const     0.006356
vwretd    0.208527
SMB       0.008233
HML       0.002997
dtype: float64, 90825: const     0.000986
vwretd    2.232596
SMB       0.018375
HML       0.011916
dtype: float64, 90826: const    -0.078122
vwretd    0.761198
SMB      -0.022623
HML      -0.000651
dtype: float64, 90827: const     0.000457
vwretd    0.856860
SMB      -0.000707
HML       0.003148
dtype: float64, 90828: const    -0.115269
vwretd    0.604037
SMB       0.021480
HML       0.035501
dtype: float64, 90829: const     0.016658
vwretd    1.083794
SMB       0.002607
HML       0.000931
dtype: float64, 90830: const    -0.103282
vwretd    1.007254
SMB      -0.018706
HML      -0.013952
dtype: float64, 90831: const     0.005974
vwretd    1.149463
SMB       0.004309
HML      -0.004670
dtype: float64, 90832: const     0.012054
vwretd    0.919255
SMB      -0.000420
HML      -0.007848
dtype: float64, 90833: const     0.015653
vwretd    0.962729
SMB       0.002272
HML       0.010828
dtype: float64, 90834: const    -0.001011
vwretd    0.959820
SMB       0.011303
HML       0.002588
dtype: float64, 90835: const    -0.004104
vwretd    1.019016
SMB      -0.002370
HML       0.003216
dtype: float64, 90837: const    -0.003292
vwretd    1.025351
SMB      -0.002049
HML      -0.001337
dtype: float64, 90838: const     0.056691
vwretd   -0.760084
SMB       0.016571
HML      -0.005974
dtype: float64, 90839: const    -0.000422
vwretd    1.203552
SMB      -0.002354
HML       0.001198
dtype: float64, 90840: const    -0.006500
vwretd    1.371473
SMB       0.000407
HML      -0.005598
dtype: float64, 90841: const    -0.000880
vwretd    1.520153
SMB       0.004425
HML       0.006869
dtype: float64, 90842: const     0.021395
vwretd    0.231848
SMB       0.004469
HML       0.003274
dtype: float64, 90843: const    -0.001075
vwretd    0.996858
SMB       0.000421
HML       0.000571
dtype: float64, 90844: const     0.017557
vwretd    0.856647
SMB       0.022230
HML       0.002681
dtype: float64, 90845: const    -0.003459
vwretd    0.997952
SMB       0.009296
HML       0.003620
dtype: float64, 90846: const    -0.033107
vwretd    0.625038
SMB       0.017978
HML      -0.010533
dtype: float64, 90847: const    -0.021787
vwretd    1.689630
SMB       0.009059
HML       0.010948
dtype: float64, 90849: const     0.005847
vwretd    2.391958
SMB       0.006486
HML       0.003241
dtype: float64, 90850: const     0.004226
vwretd    1.167001
SMB       0.001341
HML       0.001323
dtype: float64, 90851: const     0.005526
vwretd    1.072717
SMB       0.001628
HML      -0.005170
dtype: float64, 90852: const    -0.015943
vwretd    0.834643
SMB       0.018749
HML      -0.000040
dtype: float64, 90853: const     0.004013
vwretd    0.944314
SMB       0.004190
HML       0.002057
dtype: float64, 90854: const    -0.004877
vwretd    1.432725
SMB       0.009483
HML      -0.006999
dtype: float64, 90855: const     0.002181
vwretd    2.406065
SMB       0.033683
HML       0.006157
dtype: float64, 90856: const     0.010889
vwretd    1.189402
SMB       0.006453
HML      -0.003543
dtype: float64, 90857: const     0.014875
vwretd    1.290797
SMB       0.004732
HML      -0.002955
dtype: float64, 90858: const    -0.006351
vwretd    1.500851
SMB       0.005873
HML       0.001714
dtype: float64, 90859: const    -0.030455
vwretd    0.985937
SMB       0.004136
HML      -0.000553
dtype: float64, 90860: const     0.022121
vwretd   -4.163513
SMB      -0.034421
HML      -0.028543
dtype: float64, 90861: const     0.062043
vwretd    0.342754
SMB       0.029119
HML       0.003073
dtype: float64, 90862: const    -0.016040
vwretd    1.024104
SMB      -0.001532
HML       0.017155
dtype: float64, 90863: const    -0.027347
vwretd    1.009394
SMB       0.013704
HML      -0.003496
dtype: float64, 90864: const     0.016333
vwretd    0.634445
SMB       0.003851
HML       0.001875
dtype: float64, 90865: const    -0.006762
vwretd    0.975698
SMB       0.013863
HML       0.000490
dtype: float64, 90866: const    -0.001037
vwretd    1.273092
SMB       0.001511
HML       0.000680
dtype: float64, 90867: const     0.017962
vwretd    0.364508
SMB       0.014587
HML       0.001179
dtype: float64, 90868: const     0.015217
vwretd    0.327474
SMB       0.010211
HML       0.001172
dtype: float64, 90869: const     0.055656
vwretd    1.944594
SMB       0.027349
HML      -0.014363
dtype: float64, 90870: const     0.007693
vwretd    1.196601
SMB       0.009496
HML       0.001434
dtype: float64, 90871: const     0.003505
vwretd    1.580208
SMB       0.018568
HML       0.011161
dtype: float64, 90872: const     0.121731
vwretd   -2.117131
SMB       0.005305
HML      -0.088436
dtype: float64, 90873: const    -0.041782
vwretd    2.147322
SMB       0.018379
HML       0.005548
dtype: float64, 90874: const     0.007494
vwretd    1.103485
SMB       0.012225
HML       0.002977
dtype: float64, 90875: const    -0.007814
vwretd    1.117603
SMB       0.006249
HML       0.000759
dtype: float64, 90876: const     0.026372
vwretd    0.873679
SMB       0.009522
HML      -0.002638
dtype: float64, 90877: const    -0.032296
vwretd   -0.335071
SMB       0.015726
HML      -0.026848
dtype: float64, 90878: const     0.000372
vwretd    0.997532
SMB      -0.000112
HML       0.000038
dtype: float64, 90879: const     0.012831
vwretd    1.239426
SMB       0.009871
HML       0.007578
dtype: float64, 90880: const     0.004664
vwretd    1.582540
SMB       0.002576
HML       0.006526
dtype: float64, 90881: const    -0.051865
vwretd    0.526294
SMB       0.014131
HML      -0.000852
dtype: float64, 90882: const    -0.001227
vwretd    0.939117
SMB      -0.000924
HML      -0.000400
dtype: float64, 90883: const    -0.000325
vwretd    1.428877
SMB      -0.006000
HML      -0.004022
dtype: float64, 90884: const     0.000730
vwretd    0.942008
SMB       0.009590
HML       0.004902
dtype: float64, 90885: const     0.005503
vwretd    1.686043
SMB       0.013881
HML      -0.003828
dtype: float64, 90886: const     0.010784
vwretd    0.930222
SMB      -0.003655
HML       0.006051
dtype: float64, 90887: const    -0.002538
vwretd    0.933873
SMB       0.019684
HML       0.025095
dtype: float64, 90888: const    -0.015784
vwretd    2.016296
SMB       0.044499
HML       0.004357
dtype: float64, 90889: const    -0.009446
vwretd    2.165731
SMB       0.008416
HML       0.004635
dtype: float64, 90890: const    -0.002906
vwretd    1.024080
SMB      -0.001491
HML       0.003156
dtype: float64, 90891: const    -0.004287
vwretd    0.831682
SMB      -0.001575
HML       0.006268
dtype: float64, 90892: const     0.000860
vwretd    0.822712
SMB      -0.002556
HML       0.001574
dtype: float64, 90893: const     0.024282
vwretd   -0.375083
SMB       0.038105
HML       0.029272
dtype: float64, 90894: const    -0.030224
vwretd    1.229267
SMB       0.005407
HML      -0.015934
dtype: float64, 90895: const     0.027254
vwretd   -0.211926
SMB      -0.007789
HML      -0.022471
dtype: float64, 90896: const     0.016092
vwretd    1.326161
SMB       0.019988
HML      -0.001459
dtype: float64, 90897: const    -0.012486
vwretd    1.838028
SMB       0.014873
HML       0.038832
dtype: float64, 90898: const    -0.011123
vwretd    1.277921
SMB       0.000834
HML       0.001481
dtype: float64, 90899: const    -0.003402
vwretd    1.624985
SMB       0.006326
HML      -0.006159
dtype: float64, 90900: const     0.013580
vwretd    0.517804
SMB       0.009844
HML      -0.003315
dtype: float64, 90901: const    -0.027652
vwretd    0.593880
SMB       0.025137
HML       0.001803
dtype: float64, 90902: const     0.002251
vwretd    1.002703
SMB       0.001520
HML       0.001564
dtype: float64, 90903: const     0.026726
vwretd   -0.608079
SMB       0.005929
HML       0.007199
dtype: float64, 90904: const    -0.056169
vwretd    0.861552
SMB      -0.001598
HML      -0.000832
dtype: float64, 90905: const     0.003983
vwretd    0.615207
SMB       0.002113
HML      -0.010175
dtype: float64, 90906: const     0.146599
vwretd   -5.382419
SMB       0.051198
HML      -0.000475
dtype: float64, 90907: const    -0.010005
vwretd    1.571997
SMB       0.018395
HML      -0.007125
dtype: float64, 90908: const     0.055421
vwretd    0.228404
SMB      -0.004852
HML      -0.008585
dtype: float64, 90909: const     0.009070
vwretd    1.405243
SMB       0.036298
HML       0.011841
dtype: float64, 90910: const     0.019732
vwretd    1.384727
SMB       0.016422
HML      -0.009203
dtype: float64, 90911: const    -0.077227
vwretd    1.466638
SMB       0.008279
HML      -0.002500
dtype: float64, 90912: const    -0.029087
vwretd    0.495657
SMB       0.002401
HML       0.018522
dtype: float64, 90913: const    -0.000513
vwretd    1.233741
SMB       0.006277
HML      -0.001664
dtype: float64, 90914: const     0.004253
vwretd    0.754240
SMB       0.006353
HML       0.000674
dtype: float64, 90915: const    -0.004962
vwretd   -0.138297
SMB      -0.015425
HML      -0.020077
dtype: float64, 90916: const    -0.000261
vwretd    1.613870
SMB       0.012925
HML       0.013496
dtype: float64, 90917: const    -0.016081
vwretd    1.152943
SMB       0.008603
HML      -0.006566
dtype: float64, 90918: const     0.002695
vwretd    1.117193
SMB       0.000496
HML      -0.005025
dtype: float64, 90919: const    -0.001420
vwretd    1.107631
SMB       0.000629
HML      -0.002628
dtype: float64, 90920: const     0.041953
vwretd    1.232438
SMB       0.013551
HML       0.010109
dtype: float64, 90921: const    -0.009620
vwretd    0.625119
SMB       0.017336
HML       0.006655
dtype: float64, 90922: const     0.000738
vwretd    0.094995
SMB      -0.000319
HML      -0.001337
dtype: float64, 90923: const     0.005037
vwretd    1.036051
SMB      -0.001178
HML      -0.002641
dtype: float64, 90924: const    -0.014216
vwretd    1.298157
SMB       0.008684
HML      -0.001252
dtype: float64, 90925: const     0.006912
vwretd    0.841831
SMB      -0.000281
HML       0.001499
dtype: float64, 90926: const     0.009111
vwretd    0.908826
SMB       0.019853
HML      -0.009490
dtype: float64, 90927: const     0.000005
vwretd    0.784541
SMB       0.000622
HML       0.000083
dtype: float64, 90928: const     0.002509
vwretd    0.578369
SMB      -0.002829
HML      -0.000227
dtype: float64, 90929: const     0.001298
vwretd    0.836589
SMB       0.005185
HML       0.001660
dtype: float64, 90930: const    -0.009464
vwretd    1.404680
SMB       0.007453
HML       0.009047
dtype: float64, 90931: const    -0.014673
vwretd    1.104880
SMB       0.007695
HML       0.000617
dtype: float64, 90932: const     0.039687
vwretd    1.021988
SMB       0.038740
HML       0.015981
dtype: float64, 90933: const     0.001195
vwretd    0.725917
SMB       0.001866
HML       0.005939
dtype: float64, 90934: const     0.000808
vwretd    1.313983
SMB       0.006628
HML       0.008941
dtype: float64, 90935: const    -0.001614
vwretd    1.195426
SMB       0.005496
HML       0.001889
dtype: float64, 90936: const     0.002851
vwretd    0.978389
SMB       0.001203
HML       0.001757
dtype: float64, 90937: const    -0.083161
vwretd   -7.026981
SMB       0.062645
HML       0.004865
dtype: float64, 90938: const    -0.054898
vwretd    2.906540
SMB      -0.004732
HML      -0.013831
dtype: float64, 90939: const    -0.037924
vwretd    0.612952
SMB      -0.023803
HML       0.011490
dtype: float64, 90940: const     0.002181
vwretd    1.308004
SMB       0.016151
HML       0.011204
dtype: float64, 90941: const     0.005578
vwretd    0.879675
SMB       0.002724
HML      -0.004395
dtype: float64, 90942: const     0.016132
vwretd    0.490132
SMB       0.012934
HML       0.001564
dtype: float64, 90943: const    -0.003312
vwretd    0.461477
SMB       0.002650
HML      -0.001305
dtype: float64, 90944: const     0.001437
vwretd    0.326344
SMB       0.009938
HML       0.005750
dtype: float64, 90945: const    -0.056430
vwretd    2.035196
SMB       0.015446
HML      -0.018330
dtype: float64, 90946: const     0.000181
vwretd    0.876023
SMB       0.006626
HML       0.022187
dtype: float64, 90947: const    -0.073525
vwretd    0.131223
SMB      -0.007168
HML      -0.007470
dtype: float64, 90948: const     0.000655
vwretd    0.592891
SMB       0.014890
HML       0.012589
dtype: float64, 90949: const     0.009390
vwretd    0.244922
SMB       0.007614
HML       0.007367
dtype: float64, 90950: const    -0.004359
vwretd    1.061561
SMB       0.004787
HML       0.005591
dtype: float64, 90951: const    -0.039048
vwretd    2.566169
SMB      -0.002876
HML       0.014968
dtype: float64, 90952: const     0.005653
vwretd    0.581215
SMB       0.005948
HML       0.008587
dtype: float64, 90953: const     0.004641
vwretd    0.560694
SMB       0.002910
HML       0.008209
dtype: float64, 90954: const    -0.043302
vwretd    0.464234
SMB      -0.005042
HML       0.002322
dtype: float64, 90955: const    -0.018467
vwretd    0.986208
SMB       0.011083
HML      -0.003936
dtype: float64, 90956: const     0.007163
vwretd    0.584184
SMB       0.003205
HML      -0.003276
dtype: float64, 90957: const     0.012071
vwretd    0.519648
SMB       0.009236
HML      -0.005747
dtype: float64, 90958: const    -0.004885
vwretd    0.486007
SMB       0.012455
HML       0.018391
dtype: float64, 90959: const     0.011450
vwretd    0.401308
SMB       0.005413
HML      -0.015255
dtype: float64, 90960: const    -0.038797
vwretd    2.089576
SMB       0.032011
HML       0.005764
dtype: float64, 90961: const     0.007637
vwretd    0.545400
SMB       0.009199
HML       0.007837
dtype: float64, 90962: const    -0.013928
vwretd    0.936164
SMB       0.001881
HML       0.001669
dtype: float64, 90963: const     0.010948
vwretd    0.399467
SMB       0.004423
HML       0.003676
dtype: float64, 90964: const    -0.017501
vwretd    0.881081
SMB       0.010229
HML       0.002792
dtype: float64, 90965: const    -0.002080
vwretd    1.943853
SMB       0.021262
HML       0.006507
dtype: float64, 90966: const    -0.005736
vwretd    1.245087
SMB       0.003317
HML      -0.001029
dtype: float64, 90967: const    -0.080835
vwretd   -0.108975
SMB      -0.003492
HML      -0.000180
dtype: float64, 90968: const    -0.032773
vwretd    1.780638
SMB       0.006792
HML       0.004126
dtype: float64, 90969: const     0.004788
vwretd    0.696490
SMB       0.001993
HML       0.000081
dtype: float64, 90970: const    -0.050466
vwretd    0.634145
SMB      -0.012352
HML       0.018284
dtype: float64, 90971: const     0.005676
vwretd    0.950296
SMB       0.018138
HML      -0.002115
dtype: float64, 90972: const    -0.026447
vwretd    1.152421
SMB       0.018044
HML      -0.019554
dtype: float64, 90973: const     0.000324
vwretd    0.920008
SMB       0.011633
HML      -0.004374
dtype: float64, 90974: const    -0.076611
vwretd    1.334003
SMB      -0.016115
HML       0.022109
dtype: float64, 90975: const     0.013533
vwretd    0.882809
SMB       0.006388
HML       0.004758
dtype: float64, 90976: const    -0.005893
vwretd    1.636913
SMB       0.001391
HML      -0.001969
dtype: float64, 90977: const    -0.062964
vwretd   -0.202663
SMB      -0.015492
HML       0.001434
dtype: float64, 90978: const     0.001256
vwretd    2.022364
SMB       0.013422
HML      -0.007983
dtype: float64, 90979: const     0.003935
vwretd    1.091201
SMB       0.008896
HML       0.003865
dtype: float64, 90980: const    -0.000131
vwretd    1.901853
SMB       0.011116
HML      -0.005351
dtype: float64, 90981: const     0.013050
vwretd    1.156923
SMB      -0.017940
HML       0.007195
dtype: float64, 90982: const     0.013361
vwretd    1.044395
SMB       0.009133
HML      -0.010402
dtype: float64, 90983: const     0.003625
vwretd    0.511837
SMB       0.002739
HML       0.007798
dtype: float64, 90984: const     0.006964
vwretd    1.106276
SMB       0.012999
HML      -0.004528
dtype: float64, 90985: const    -0.027031
vwretd    8.540838
SMB      -0.183875
HML      -0.243577
dtype: float64, 90986: const     0.021974
vwretd    1.527147
SMB       0.010311
HML       0.005570
dtype: float64, 90987: const     0.001016
vwretd    0.352050
SMB      -0.001586
HML      -0.001826
dtype: float64, 90988: const    -0.012821
vwretd    1.817222
SMB       0.015234
HML       0.007683
dtype: float64, 90989: const    -0.007981
vwretd    1.840207
SMB       0.008135
HML       0.000612
dtype: float64, 90990: const    -0.059101
vwretd   -2.480909
SMB       0.010745
HML       0.039813
dtype: float64, 90991: const    -0.098765
vwretd   -1.535494
SMB      -0.054270
HML      -0.030424
dtype: float64, 90992: const     0.007716
vwretd    0.811004
SMB       0.001514
HML      -0.010479
dtype: float64, 90993: const     0.007431
vwretd    1.023536
SMB      -0.004556
HML      -0.001727
dtype: float64, 90994: const     0.014083
vwretd    1.873325
SMB       0.004968
HML      -0.006731
dtype: float64, 90995: const     0.001660
vwretd    1.608237
SMB       0.016129
HML      -0.010846
dtype: float64, 90996: const    -0.029252
vwretd    2.065223
SMB       0.023622
HML      -0.005092
dtype: float64, 90997: const     0.057081
vwretd   -1.525840
SMB       0.032906
HML       0.004944
dtype: float64, 90998: const     0.001240
vwretd    0.802808
SMB       0.000553
HML       0.000937
dtype: float64, 90999: const    -0.004218
vwretd    1.909831
SMB       0.012732
HML       0.016102
dtype: float64, 91000: const    -0.008102
vwretd    1.349336
SMB       0.001643
HML      -0.011104
dtype: float64, 91001: const     0.002622
vwretd    0.784152
SMB      -0.000176
HML       0.003552
dtype: float64, 91002: const    -0.003500
vwretd    1.229596
SMB       0.002357
HML       0.002361
dtype: float64, 91003: const     0.014945
vwretd    0.770565
SMB       0.012006
HML      -0.006858
dtype: float64, 91004: const     0.000214
vwretd    1.094623
SMB      -0.000381
HML       0.005770
dtype: float64, 91005: const    -0.002473
vwretd    1.013013
SMB       0.003969
HML       0.011043
dtype: float64, 91006: const     0.001245
vwretd    1.013012
SMB       0.007598
HML       0.002777
dtype: float64, 91007: const     0.000588
vwretd    1.050621
SMB       0.003971
HML      -0.000610
dtype: float64, 91008: const     0.000668
vwretd    1.010581
SMB       0.004052
HML       0.003870
dtype: float64, 91009: const     0.000639
vwretd    1.034463
SMB       0.004578
HML       0.001522
dtype: float64, 91010: const     0.000816
vwretd    0.984725
SMB      -0.000961
HML      -0.000151
dtype: float64, 91011: const    -0.041267
vwretd    0.888880
SMB       0.011095
HML       0.024054
dtype: float64, 91012: const    -0.096435
vwretd    0.941668
SMB      -0.021200
HML      -0.022428
dtype: float64, 91013: const     0.008132
vwretd    0.074660
SMB      -0.019845
HML       0.005777
dtype: float64, 91014: const    -0.028327
vwretd    0.611699
SMB       0.015860
HML       0.008611
dtype: float64, 91015: const     0.003588
vwretd    0.394380
SMB       0.002539
HML       0.004012
dtype: float64, 91016: const    -0.055266
vwretd    1.211815
SMB       0.003259
HML       0.015678
dtype: float64, 91017: const     0.004359
vwretd    0.235924
SMB       0.009576
HML       0.002264
dtype: float64, 91018: const     0.007868
vwretd    0.753608
SMB       0.002050
HML      -0.001185
dtype: float64, 91019: const    -0.058988
vwretd    0.775565
SMB       0.012824
HML       0.009159
dtype: float64, 91020: const     0.007152
vwretd    1.858694
SMB       0.004078
HML      -0.003544
dtype: float64, 91021: const    -0.037529
vwretd    1.307913
SMB       0.011171
HML      -0.005878
dtype: float64, 91022: const    -0.057881
vwretd    1.106530
SMB       0.012865
HML       0.014687
dtype: float64, 91023: const    -0.101159
vwretd    3.131993
SMB       0.011894
HML      -0.013747
dtype: float64, 91024: const     0.005954
vwretd    1.429709
SMB       0.006533
HML       0.006354
dtype: float64, 91025: const     0.009613
vwretd   -0.013440
SMB       0.002537
HML       0.008561
dtype: float64, 91026: const    -0.035964
vwretd    0.259800
SMB      -0.003247
HML       0.025996
dtype: float64, 91027: const     0.020573
vwretd    0.319229
SMB       0.041322
HML       0.000575
dtype: float64, 91028: const     0.010442
vwretd    2.996132
SMB      -0.015503
HML      -0.003810
dtype: float64, 91029: const    -0.029779
vwretd    3.561076
SMB      -0.014941
HML       0.029748
dtype: float64, 91030: const    -0.054232
vwretd    1.197106
SMB       0.014807
HML       0.016897
dtype: float64, 91031: const    -0.043783
vwretd    0.916959
SMB       0.036841
HML       0.027451
dtype: float64, 91032: const     0.007575
vwretd    1.195252
SMB       0.017459
HML      -0.006181
dtype: float64, 91033: const     0.004054
vwretd    1.014318
SMB       0.017869
HML      -0.007723
dtype: float64, 91034: const    -0.006062
vwretd    2.265414
SMB       0.071060
HML       0.093427
dtype: float64, 91035: const     -0.138000
vwretd    10.164461
SMB       -0.172258
HML       -0.249484
dtype: float64, 91036: const    -0.062705
vwretd    1.838626
SMB       0.022987
HML      -0.049891
dtype: float64, 91037: const    -0.010582
vwretd    1.425499
SMB       0.002430
HML       0.005801
dtype: float64, 91038: const    -0.000767
vwretd    0.915294
SMB       0.003317
HML      -0.004024
dtype: float64, 91039: const    -0.023986
vwretd    1.081130
SMB       0.034233
HML      -0.052975
dtype: float64, 91040: const    -0.042557
vwretd    1.771634
SMB       0.020980
HML       0.005777
dtype: float64, 91041: const     0.004564
vwretd    1.384130
SMB       0.008517
HML       0.005068
dtype: float64, 91042: const     0.008783
vwretd   -0.141631
SMB       0.002301
HML      -0.000794
dtype: float64, 91043: const    -0.027105
vwretd    2.786094
SMB      -0.018236
HML      -0.004722
dtype: float64, 91044: const     0.007860
vwretd    1.641884
SMB       0.007158
HML       0.003388
dtype: float64, 91045: const     0.033305
vwretd    0.152352
SMB       0.006938
HML       0.005996
dtype: float64, 91046: const    -0.063606
vwretd    4.602844
SMB       0.023050
HML       0.110581
dtype: float64, 91047: const    -0.002698
vwretd    0.286341
SMB      -0.001847
HML      -0.000108
dtype: float64, 91048: const      0.867388
vwretd   -28.128784
SMB        0.346242
HML        0.201256
dtype: float64, 91049: const    -0.018102
vwretd    1.941093
SMB      -0.007229
HML      -0.014716
dtype: float64, 91050: const     0.039567
vwretd    2.211308
SMB      -0.015735
HML       0.007286
dtype: float64, 91051: const     0.006849
vwretd    1.606900
SMB       0.003348
HML       0.000160
dtype: float64, 91052: const    -0.000339
vwretd    1.044619
SMB       0.003055
HML      -0.000538
dtype: float64, 91053: const     0.001148
vwretd    1.000041
SMB      -0.000108
HML       0.003304
dtype: float64, 91054: const    -0.115238
vwretd    5.264998
SMB       0.027499
HML       0.016443
dtype: float64, 91055: const     0.000235
vwretd    0.916887
SMB      -0.000414
HML      -0.001114
dtype: float64, 91056: const    -0.003448
vwretd    0.975834
SMB       0.006271
HML      -0.003789
dtype: float64, 91057: const    -0.004685
vwretd    1.256084
SMB       0.009204
HML      -0.004588
dtype: float64, 91058: const     0.030032
vwretd   -0.299963
SMB      -0.002305
HML      -0.009537
dtype: float64, 91059: const     0.002667
vwretd    1.359872
SMB       0.005394
HML      -0.014707
dtype: float64, 91060: const     0.002478
vwretd    0.995585
SMB       0.000932
HML      -0.002152
dtype: float64, 91061: const    -0.015886
vwretd    2.718281
SMB       0.017462
HML       0.001022
dtype: float64, 91063: const    -0.006060
vwretd    1.211043
SMB      -0.000754
HML       0.000958
dtype: float64, 91064: const    -0.091662
vwretd    1.611261
SMB       0.007051
HML      -0.036935
dtype: float64, 91065: const     0.007373
vwretd    1.128208
SMB       0.005023
HML       0.005456
dtype: float64, 91066: const    -0.005428
vwretd    1.088021
SMB      -0.000052
HML       0.000536
dtype: float64, 91067: const     0.015105
vwretd    0.994510
SMB      -0.006503
HML      -0.006818
dtype: float64, 91068: const     0.013459
vwretd    1.006331
SMB       0.006504
HML      -0.006661
dtype: float64, 91069: const    -0.014145
vwretd    1.601784
SMB       0.013146
HML       0.002426
dtype: float64, 91070: const    -0.060722
vwretd    1.238258
SMB      -0.012510
HML      -0.025996
dtype: float64, 91071: const    -0.020011
vwretd    1.181372
SMB       0.001963
HML      -0.007541
dtype: float64, 91072: const    -0.016924
vwretd    1.048734
SMB      -0.008242
HML      -0.003650
dtype: float64, 91073: const     0.009114
vwretd    0.955894
SMB       0.013241
HML      -0.006208
dtype: float64, 91074: const    -0.073905
vwretd    1.582741
SMB      -0.006895
HML       0.000654
dtype: float64, 91075: const     0.010758
vwretd    1.436017
SMB       0.007644
HML       0.012346
dtype: float64, 91076: const     0.010269
vwretd    1.152033
SMB       0.002737
HML       0.003804
dtype: float64, 91077: const     0.003642
vwretd    0.229734
SMB       0.014818
HML       0.001785
dtype: float64, 91078: const    -0.041107
vwretd    1.053554
SMB       0.010468
HML       0.017884
dtype: float64, 91079: const     0.020349
vwretd    1.288205
SMB      -0.012606
HML       0.017068
dtype: float64, 91080: const     0.005856
vwretd    1.774210
SMB       0.012535
HML       0.007139
dtype: float64, 91081: const    -0.021309
vwretd    0.819073
SMB       0.000585
HML      -0.004490
dtype: float64, 91082: const     0.008380
vwretd    1.455677
SMB       0.006561
HML      -0.003258
dtype: float64, 91083: const     0.002995
vwretd    0.535890
SMB       0.002570
HML       0.007199
dtype: float64, 91084: const     0.001180
vwretd    0.853202
SMB       0.005123
HML      -0.007628
dtype: float64, 91085: const    -0.027928
vwretd    4.633214
SMB       0.027350
HML       0.061581
dtype: float64, 91086: const     0.007732
vwretd    0.809034
SMB       0.016624
HML       0.006204
dtype: float64, 91087: const     0.016316
vwretd    0.022573
SMB       0.002261
HML       0.014921
dtype: float64, 91088: const    -0.018512
vwretd    0.406577
SMB       0.019383
HML      -0.001431
dtype: float64, 91089: const    -0.016818
vwretd    1.764985
SMB       0.028586
HML       0.039893
dtype: float64, 91090: const     0.014706
vwretd    1.556610
SMB       0.006653
HML      -0.000739
dtype: float64, 91091: const    -0.015007
vwretd    0.029618
SMB       0.004480
HML       0.010434
dtype: float64, 91092: const     0.003925
vwretd    1.032081
SMB       0.011981
HML      -0.010241
dtype: float64, 91094: const     0.071295
vwretd    2.396334
SMB       0.093971
HML      -0.026115
dtype: float64, 91095: const     0.004934
vwretd    0.951890
SMB       0.011820
HML      -0.003036
dtype: float64, 91096: const    -0.014941
vwretd    2.074300
SMB       0.014958
HML       0.004960
dtype: float64, 91097: const    -0.024013
vwretd    0.630813
SMB       0.025881
HML       0.007697
dtype: float64, 91098: const    -0.007625
vwretd    2.294835
SMB       0.026149
HML      -0.001897
dtype: float64, 91099: const     0.002731
vwretd    0.916642
SMB      -0.003475
HML      -0.001937
dtype: float64, 91100: const    -0.001375
vwretd    1.888746
SMB       0.009165
HML       0.000922
dtype: float64, 91101: const     0.084748
vwretd    0.792321
SMB       0.037551
HML       0.062123
dtype: float64, 91102: const     0.001832
vwretd    0.557743
SMB       0.022093
HML       0.018286
dtype: float64, 91103: const     0.012513
vwretd    0.647573
SMB       0.009681
HML       0.015164
dtype: float64, 91104: const     0.059680
vwretd   -2.004816
SMB       0.001366
HML       0.127523
dtype: float64, 91105: const     0.041604
vwretd   -3.794832
SMB      -0.019950
HML       0.055128
dtype: float64, 91106: const     0.000675
vwretd    0.400196
SMB      -0.000409
HML      -0.002868
dtype: float64, 91107: const    -0.040789
vwretd    1.681560
SMB       0.016465
HML      -0.023746
dtype: float64, 91108: const     0.064234
vwretd   -1.053546
SMB       0.007498
HML       0.018021
dtype: float64, 91109: const    -0.031289
vwretd    0.987504
SMB       0.011363
HML       0.000200
dtype: float64, 91110: const    -0.015913
vwretd    1.138574
SMB      -0.059424
HML      -0.130826
dtype: float64, 91111: const     0.007787
vwretd    1.152315
SMB       0.006512
HML       0.005648
dtype: float64, 91112: const     0.008275
vwretd    1.048800
SMB      -0.000212
HML       0.002642
dtype: float64, 91113: const     0.025040
vwretd    1.462365
SMB      -0.001901
HML       0.004872
dtype: float64, 91114: const     0.001056
vwretd    1.572170
SMB       0.009521
HML       0.007516
dtype: float64, 91115: const     0.006842
vwretd    0.600074
SMB       0.005484
HML      -0.006162
dtype: float64, 91116: const     0.010049
vwretd    1.187390
SMB       0.017216
HML      -0.003215
dtype: float64, 91117: const    -0.002512
vwretd    0.978264
SMB       0.022491
HML       0.011090
dtype: float64, 91118: const    -0.005223
vwretd    1.051308
SMB       0.008703
HML       0.000722
dtype: float64, 91119: const    -0.004153
vwretd    1.549476
SMB       0.004494
HML       0.008771
dtype: float64, 91120: const     0.016909
vwretd   -1.554421
SMB       0.007692
HML      -0.028345
dtype: float64, 91121: const     0.004809
vwretd    0.475646
SMB      -0.012906
HML      -0.014385
dtype: float64, 91122: const     0.000471
vwretd    1.300314
SMB       0.006350
HML      -0.002300
dtype: float64, 91123: const    -0.001213
vwretd    1.179897
SMB       0.005461
HML       0.003989
dtype: float64, 91124: const     0.004237
vwretd    0.866556
SMB       0.013558
HML      -0.006641
dtype: float64, 91125: const     0.000725
vwretd    1.818143
SMB      -0.006774
HML       0.003851
dtype: float64, 91126: const     0.099564
vwretd    1.801680
SMB       0.073361
HML       0.064568
dtype: float64, 91127: const     0.017949
vwretd    1.588925
SMB       0.020877
HML       0.013918
dtype: float64, 91128: const    -0.015896
vwretd    3.527001
SMB       0.007079
HML      -0.002939
dtype: float64, 91129: const    -0.002419
vwretd    0.626082
SMB      -0.000569
HML       0.002645
dtype: float64, 91130: const    -0.002428
vwretd    1.055411
SMB      -0.000497
HML      -0.000026
dtype: float64, 91131: const    -0.002614
vwretd    0.871831
SMB      -0.000428
HML       0.000415
dtype: float64, 91132: const    -0.003416
vwretd    1.121272
SMB      -0.002912
HML       0.001179
dtype: float64, 91133: const     0.007466
vwretd    1.193182
SMB      -0.001603
HML       0.006011
dtype: float64, 91134: const    -0.056989
vwretd    1.444777
SMB       0.009470
HML       0.021977
dtype: float64, 91135: const    -0.011567
vwretd    1.874152
SMB       0.008738
HML       0.009408
dtype: float64, 91136: const    -0.013168
vwretd    1.628264
SMB       0.027022
HML       0.011158
dtype: float64, 91137: const     0.001750
vwretd    0.777756
SMB      -0.002727
HML       0.005021
dtype: float64, 91138: const    -0.005357
vwretd    0.589291
SMB      -0.000681
HML      -0.003140
dtype: float64, 91139: const     0.004006
vwretd    0.066592
SMB      -0.000663
HML      -0.000478
dtype: float64, 91141: const     0.044686
vwretd    0.894741
SMB       0.012803
HML      -0.001089
dtype: float64, 91142: const     0.012844
vwretd    0.184862
SMB       0.000565
HML      -0.000638
dtype: float64, 91143: const    -0.003812
vwretd    1.451076
SMB      -0.003224
HML       0.007733
dtype: float64, 91144: const     0.001555
vwretd    1.170384
SMB       0.001353
HML       0.007428
dtype: float64, 91145: const     0.001675
vwretd    1.090843
SMB       0.001431
HML      -0.002287
dtype: float64, 91146: const     0.001143
vwretd    1.161011
SMB       0.005465
HML       0.007113
dtype: float64, 91147: const     0.001868
vwretd    1.055025
SMB       0.005151
HML      -0.001776
dtype: float64, 91148: const     0.000993
vwretd    1.161165
SMB       0.011939
HML       0.010935
dtype: float64, 91149: const     0.002466
vwretd    0.968359
SMB       0.009404
HML       0.001744
dtype: float64, 91151: const     0.009481
vwretd    0.853570
SMB      -0.002718
HML      -0.001149
dtype: float64, 91152: const     0.017277
vwretd    0.978111
SMB      -0.000800
HML      -0.000397
dtype: float64, 91153: const    -0.113803
vwretd    0.527667
SMB      -0.018777
HML      -0.027591
dtype: float64, 91154: const    -0.012839
vwretd    0.789463
SMB       0.015827
HML       0.013459
dtype: float64, 91155: const    -0.090329
vwretd    2.389968
SMB      -0.009263
HML       0.029182
dtype: float64, 91156: const    -0.024099
vwretd   -0.264151
SMB       0.037501
HML       0.004401
dtype: float64, 91157: const     0.013708
vwretd    1.170644
SMB       0.009019
HML       0.039704
dtype: float64, 91158: const     0.005749
vwretd    0.118136
SMB       0.011443
HML       0.008967
dtype: float64, 91159: const    -0.179323
vwretd    0.069422
SMB       0.026399
HML      -0.102711
dtype: float64, 91160: const     0.028911
vwretd    0.610918
SMB       0.015369
HML       0.002994
dtype: float64, 91161: const     0.008772
vwretd    1.706569
SMB       0.003837
HML       0.005197
dtype: float64, 91162: const    -0.010276
vwretd    2.860955
SMB      -0.003329
HML      -0.008678
dtype: float64, 91163: const     0.011876
vwretd    1.322459
SMB       0.014700
HML       0.001426
dtype: float64, 91164: const    -0.108057
vwretd    3.113483
SMB      -0.007350
HML       0.025505
dtype: float64, 91165: const     0.011863
vwretd    1.359852
SMB      -0.004471
HML      -0.000494
dtype: float64, 91166: const     0.070709
vwretd   -1.049480
SMB       0.010022
HML       0.017781
dtype: float64, 91167: const     0.007418
vwretd    0.234433
SMB       0.001051
HML       0.000954
dtype: float64, 91169: const    -0.090669
vwretd    3.196811
SMB       0.044901
HML       0.093858
dtype: float64, 91170: const    -0.102419
vwretd   -0.974912
SMB      -0.018539
HML       0.003930
dtype: float64, 91171: const     0.006918
vwretd    0.447395
SMB       0.000793
HML       0.001283
dtype: float64, 91172: const     0.007551
vwretd    0.777359
SMB       0.019204
HML       0.001574
dtype: float64, 91173: const    -0.017167
vwretd    1.199813
SMB      -0.005413
HML      -0.014425
dtype: float64, 91174: const    -0.006436
vwretd    1.354880
SMB       0.026265
HML       0.001870
dtype: float64, 91175: const     0.022223
vwretd    2.263535
SMB      -0.035390
HML       0.032097
dtype: float64, 91176: const     0.001834
vwretd    0.328171
SMB       0.002197
HML       0.003132
dtype: float64, 91177: const    -0.003086
vwretd    0.899206
SMB       0.007459
HML       0.008875
dtype: float64, 91178: const     0.031017
vwretd    0.508881
SMB       0.032831
HML      -0.027761
dtype: float64, 91179: const    -0.044882
vwretd    1.356653
SMB      -0.006510
HML      -0.002379
dtype: float64, 91181: const     0.001214
vwretd    1.110092
SMB       0.001208
HML      -0.002196
dtype: float64, 91182: const     0.001802
vwretd    1.201598
SMB       0.001375
HML      -0.003229
dtype: float64, 91183: const    -0.100629
vwretd    0.446996
SMB       0.024018
HML      -0.000701
dtype: float64, 91184: const     0.004269
vwretd    1.432951
SMB       0.018672
HML       0.013730
dtype: float64, 91185: const     0.024059
vwretd    0.807776
SMB       0.009931
HML       0.006735
dtype: float64, 91186: const     0.043505
vwretd    3.556637
SMB      -0.031350
HML      -0.005248
dtype: float64, 91187: const     0.008518
vwretd    0.397126
SMB       0.008041
HML      -0.005925
dtype: float64, 91190: const    -0.060960
vwretd    2.072709
SMB       0.076456
HML      -0.035803
dtype: float64, 91191: const     0.030281
vwretd    2.122349
SMB      -0.006278
HML      -0.015627
dtype: float64, 91192: const     0.007107
vwretd    0.362459
SMB       0.008676
HML      -0.002731
dtype: float64, 91193: const    -0.024893
vwretd    2.350719
SMB       0.000137
HML       0.024692
dtype: float64, 91194: const    -0.003816
vwretd    1.071404
SMB       0.001907
HML      -0.001948
dtype: float64, 91195: const     0.022257
vwretd    2.278973
SMB       0.030588
HML       0.004170
dtype: float64, 91196: const     0.026960
vwretd    1.520282
SMB       0.018422
HML      -0.014537
dtype: float64, 91197: const     0.000587
vwretd    1.094702
SMB       0.003424
HML      -0.003130
dtype: float64, 91198: const     0.000322
vwretd    0.238424
SMB       0.002429
HML      -0.002519
dtype: float64, 91199: const     0.000990
vwretd    0.371747
SMB      -0.040398
HML       0.013302
dtype: float64, 91200: const     0.031636
vwretd    0.520928
SMB      -0.002533
HML       0.004351
dtype: float64, 91201: const     0.014704
vwretd    2.786094
SMB      -0.000431
HML      -0.014754
dtype: float64, 91202: const     0.001828
vwretd    0.676209
SMB      -0.001689
HML      -0.004121
dtype: float64, 91203: const     0.003835
vwretd    0.065094
SMB       0.000052
HML      -0.000420
dtype: float64, 91204: const     0.003807
vwretd    0.565803
SMB      -0.001771
HML       0.000313
dtype: float64, 91205: const     0.002678
vwretd    1.797069
SMB       0.018137
HML       0.023405
dtype: float64, 91206: const    -0.059966
vwretd    0.363873
SMB      -0.004297
HML       0.019087
dtype: float64, 91207: const     0.001094
vwretd    1.737387
SMB       0.004810
HML       0.007997
dtype: float64, 91208: const    -0.008750
vwretd    0.929940
SMB       0.000874
HML       0.006350
dtype: float64, 91209: const     0.001814
vwretd    0.843430
SMB      -0.002082
HML       0.000212
dtype: float64, 91211: const    -0.116441
vwretd    1.325945
SMB      -0.002231
HML      -0.019266
dtype: float64, 91212: const     0.008907
vwretd    0.857773
SMB       0.001359
HML      -0.006413
dtype: float64, 91213: const     0.003066
vwretd    1.121047
SMB       0.009590
HML      -0.003819
dtype: float64, 91214: const     0.028969
vwretd   -1.517172
SMB      -0.030717
HML      -0.002153
dtype: float64, 91215: const     0.006970
vwretd    1.185460
SMB       0.007892
HML       0.006216
dtype: float64, 91216: const     0.012957
vwretd    0.656418
SMB       0.018501
HML      -0.002344
dtype: float64, 91217: const    -0.001464
vwretd    1.084756
SMB       0.004881
HML      -0.002937
dtype: float64, 91218: const     0.004059
vwretd    0.924335
SMB       0.003704
HML      -0.007787
dtype: float64, 91219: const     0.005066
vwretd   -0.045870
SMB       0.000648
HML       0.000531
dtype: float64, 91220: const    -0.001613
vwretd    1.189321
SMB       0.004557
HML       0.004831
dtype: float64, 91221: const     0.003341
vwretd    0.989521
SMB       0.001842
HML       0.002767
dtype: float64, 91222: const    -0.000979
vwretd    0.863295
SMB       0.004037
HML       0.009994
dtype: float64, 91223: const    -0.000725
vwretd    1.056163
SMB      -0.000894
HML       0.005680
dtype: float64, 91224: const    -0.001439
vwretd    1.140025
SMB       0.002173
HML       0.003371
dtype: float64, 91225: const     0.004346
vwretd    0.892234
SMB       0.001545
HML      -0.002649
dtype: float64, 91226: const     0.004233
vwretd    0.860499
SMB       0.002830
HML      -0.000244
dtype: float64, 91227: const     0.003261
vwretd    0.725822
SMB       0.000718
HML      -0.001527
dtype: float64, 91228: const    -0.005879
vwretd    1.454047
SMB       0.006802
HML       0.009568
dtype: float64, 91229: const     0.000714
vwretd    1.248560
SMB       0.005493
HML       0.007782
dtype: float64, 91230: const     0.008022
vwretd    0.153987
SMB      -0.003303
HML       0.007399
dtype: float64, 91231: const     0.008469
vwretd    0.330073
SMB      -0.001561
HML       0.008417
dtype: float64, 91232: const    -0.001209
vwretd    0.742978
SMB      -0.005507
HML      -0.003452
dtype: float64, 91233: const     0.013633
vwretd    1.122740
SMB      -0.005031
HML      -0.003312
dtype: float64, 91234: const    -0.001473
vwretd    1.414949
SMB       0.011866
HML       0.007256
dtype: float64, 91235: const    -0.004287
vwretd    1.488493
SMB      -0.007822
HML      -0.000503
dtype: float64, 91236: const     0.071614
vwretd   -4.762819
SMB      -0.106262
HML      -0.057585
dtype: float64, 91237: const     0.017332
vwretd    0.962683
SMB      -0.002127
HML       0.004797
dtype: float64, 91249: const    -0.028957
vwretd    0.597260
SMB      -0.007448
HML       0.013023
dtype: float64, 91257: const     0.004128
vwretd    0.866985
SMB       0.014648
HML       0.016336
dtype: float64, 91262: const     0.003604
vwretd    1.485756
SMB       0.012163
HML       0.002345
dtype: float64, 91263: const     0.007574
vwretd    0.826651
SMB      -0.002019
HML      -0.002350
dtype: float64, 91264: const    -0.016132
vwretd    0.483138
SMB      -0.008567
HML       0.051228
dtype: float64, 91265: const    -0.014989
vwretd    0.896145
SMB       0.008493
HML      -0.000848
dtype: float64, 91266: const    -0.033610
vwretd    1.269688
SMB      -0.024294
HML       0.022499
dtype: float64, 91267: const     0.011117
vwretd    0.845218
SMB       0.006158
HML       0.001128
dtype: float64, 91268: const    -0.060277
vwretd    0.779133
SMB      -0.012987
HML      -0.040933
dtype: float64, 91269: const     0.006940
vwretd    1.978081
SMB       0.029674
HML      -0.008208
dtype: float64, 91270: const     0.022576
vwretd    2.030244
SMB      -0.007029
HML      -0.011683
dtype: float64, 91271: const     0.003098
vwretd    1.155335
SMB       0.003664
HML       0.002774
dtype: float64, 91272: const    -0.022524
vwretd   -0.095506
SMB      -0.029604
HML       0.015968
dtype: float64, 91273: const     0.010750
vwretd    1.693447
SMB       0.014604
HML      -0.004313
dtype: float64, 91274: const     0.005268
vwretd    0.362972
SMB      -0.000045
HML       0.003694
dtype: float64, 91275: const     0.042106
vwretd    1.782114
SMB       0.015387
HML       0.005731
dtype: float64, 91276: const     0.043519
vwretd    1.693039
SMB       0.016468
HML       0.006298
dtype: float64, 91277: const    -0.010046
vwretd    1.750802
SMB       0.006757
HML       0.003902
dtype: float64, 91278: const     0.001628
vwretd    1.539043
SMB       0.007315
HML       0.004741
dtype: float64, 91279: const    -0.006687
vwretd    1.252902
SMB       0.015170
HML       0.006220
dtype: float64, 91280: const    -0.026349
vwretd    1.319190
SMB       0.024272
HML      -0.033329
dtype: float64, 91281: const    -0.051981
vwretd    1.547393
SMB       0.018119
HML       0.013682
dtype: float64, 91282: const    -0.065687
vwretd    1.481231
SMB       0.021378
HML       0.007886
dtype: float64, 91283: const    -0.028256
vwretd    1.792198
SMB       0.000625
HML       0.010546
dtype: float64, 91284: const    -0.003107
vwretd    3.450684
SMB      -0.021403
HML       0.007573
dtype: float64, 91285: const    -0.010696
vwretd    0.651702
SMB       0.000400
HML       0.005042
dtype: float64, 91286: const    -0.004431
vwretd    1.152179
SMB       0.002998
HML      -0.002150
dtype: float64, 91287: const     0.009441
vwretd    1.191161
SMB       0.009543
HML       0.003594
dtype: float64, 91288: const    -0.067415
vwretd    1.785444
SMB       0.036217
HML       0.014330
dtype: float64, 91289: const     0.004300
vwretd    0.167155
SMB       0.013255
HML      -0.004353
dtype: float64, 91290: const    -0.004847
vwretd    0.470039
SMB      -0.002307
HML       0.000724
dtype: float64, 91291: const    -0.004076
vwretd    0.297764
SMB      -0.001182
HML       0.000009
dtype: float64, 91292: const    -0.002334
vwretd    0.530432
SMB      -0.000808
HML      -0.000109
dtype: float64, 91293: const    -0.000132
vwretd    0.200396
SMB      -0.001132
HML      -0.000686
dtype: float64, 91294: const    -0.002712
vwretd    0.374327
SMB      -0.000551
HML       0.000862
dtype: float64, 91295: const    -0.000809
vwretd    0.523370
SMB      -0.000383
HML      -0.001164
dtype: float64, 91296: const    -0.012481
vwretd    1.152279
SMB       0.001589
HML       0.000416
dtype: float64, 91297: const     0.005383
vwretd    0.859389
SMB       0.006800
HML      -0.002903
dtype: float64, 91298: const     0.001657
vwretd    1.152257
SMB       0.003244
HML      -0.005054
dtype: float64, 91299: const     0.008035
vwretd    1.189639
SMB       0.000738
HML       0.005175
dtype: float64, 91300: const     0.090468
vwretd    1.832076
SMB       0.042543
HML      -0.002076
dtype: float64, 91301: const    -0.004185
vwretd    0.739459
SMB       0.004564
HML       0.003282
dtype: float64, 91302: const     0.017583
vwretd    1.032250
SMB      -0.000375
HML       0.010424
dtype: float64, 91303: const     0.016792
vwretd    2.728989
SMB       0.008914
HML       0.003848
dtype: float64, 91304: const     0.001209
vwretd    0.163800
SMB       0.000032
HML       0.000201
dtype: float64, 91305: const    -0.025223
vwretd    1.854848
SMB      -0.000813
HML       0.006948
dtype: float64, 91306: const    -0.008011
vwretd    1.435716
SMB       0.004443
HML      -0.004967
dtype: float64, 91307: const    -0.001889
vwretd    2.010044
SMB      -0.002822
HML       0.000320
dtype: float64, 91308: const     0.002671
vwretd    2.298419
SMB      -0.001564
HML      -0.007674
dtype: float64, 91309: const     0.000096
vwretd    1.864280
SMB      -0.004558
HML       0.003045
dtype: float64, 91310: const    -0.001220
vwretd    2.053735
SMB       0.007931
HML       0.003153
dtype: float64, 91311: const    -0.001585
vwretd   -0.939047
SMB       0.001538
HML       0.000265
dtype: float64, 91312: const    -0.004264
vwretd   -1.063165
SMB       0.000896
HML       0.004195
dtype: float64, 91313: const    -0.002400
vwretd   -0.864557
SMB       0.002399
HML      -0.001004
dtype: float64, 91314: const    -0.002220
vwretd   -0.987935
SMB      -0.003710
HML      -0.000985
dtype: float64, 91315: const     0.000806
vwretd    0.798746
SMB       0.008181
HML       0.009988
dtype: float64, 91316: const     0.001905
vwretd    1.025920
SMB       0.008731
HML       0.001891
dtype: float64, 91317: const     0.001498
vwretd    0.772833
SMB       0.004262
HML      -0.002321
dtype: float64, 91318: const    -0.002152
vwretd    1.345419
SMB       0.008732
HML       0.008153
dtype: float64, 91319: const    -0.007877
vwretd    1.461249
SMB       0.009300
HML       0.009837
dtype: float64, 91320: const    -0.003765
vwretd    1.458909
SMB       0.005238
HML       0.003318
dtype: float64, 91321: const     0.004011
vwretd    2.085676
SMB       0.001027
HML       0.009331
dtype: float64, 91322: const    -0.041695
vwretd    3.088408
SMB       0.036406
HML       0.011796
dtype: float64, 91324: const     0.001087
vwretd    0.896443
SMB      -0.001596
HML       0.002560
dtype: float64, 91325: const     0.000998
vwretd    0.838578
SMB      -0.002411
HML       0.004843
dtype: float64, 91326: const     0.001117
vwretd    0.885529
SMB      -0.002519
HML       0.002213
dtype: float64, 91327: const     0.000454
vwretd    0.890816
SMB      -0.000932
HML       0.003501
dtype: float64, 91328: const     0.001352
vwretd    0.971835
SMB       0.002138
HML       0.004353
dtype: float64, 91329: const     0.020833
vwretd    3.801112
SMB       0.015963
HML       0.019416
dtype: float64, 91330: const     0.000407
vwretd    0.931670
SMB       0.006310
HML       0.005783
dtype: float64, 91331: const    -0.003985
vwretd    0.988342
SMB      -0.002942
HML       0.001340
dtype: float64, 91332: const    -0.003090
vwretd    0.997485
SMB      -0.000762
HML       0.001329
dtype: float64, 91333: const    -0.003597
vwretd    1.012219
SMB      -0.001314
HML       0.001459
dtype: float64, 91334: const    -0.004653
vwretd    1.006982
SMB      -0.003047
HML       0.001734
dtype: float64, 91335: const    -0.004080
vwretd    0.983564
SMB      -0.003282
HML       0.001523
dtype: float64, 91336: const    -0.004417
vwretd    1.015298
SMB      -0.003021
HML       0.002548
dtype: float64, 91337: const     0.012240
vwretd    0.403808
SMB       0.002584
HML       0.002912
dtype: float64, 91338: const    -0.003234
vwretd    1.326719
SMB      -0.001644
HML       0.000861
dtype: float64, 91339: const    -0.003427
vwretd    1.128812
SMB      -0.002479
HML      -0.000759
dtype: float64, 91340: const     0.000042
vwretd    0.506279
SMB      -0.000205
HML       0.000794
dtype: float64, 91341: const    -0.002545
vwretd    0.881777
SMB      -0.001035
HML      -0.000066
dtype: float64, 91342: const    -0.000018
vwretd    0.667147
SMB       0.000273
HML       0.002853
dtype: float64, 91343: const    -0.003507
vwretd    1.189850
SMB      -0.000789
HML       0.001801
dtype: float64, 91344: const    -0.003297
vwretd    0.985920
SMB      -0.002297
HML       0.002916
dtype: float64, 91345: const      0.633024
vwretd   -11.788247
SMB       -0.440077
HML       -0.036897
dtype: float64, 91346: const    -0.001721
vwretd    1.183848
SMB      -0.003849
HML       0.000343
dtype: float64, 91347: const    -0.048294
vwretd    1.205205
SMB       0.016593
HML      -0.023149
dtype: float64, 91348: const     0.006766
vwretd    1.261625
SMB       0.008062
HML      -0.001299
dtype: float64, 91349: const    -0.008757
vwretd    1.955930
SMB       0.008247
HML      -0.000263
dtype: float64, 91350: const    -0.017621
vwretd    2.097625
SMB       0.009940
HML       0.003026
dtype: float64, 91351: const     0.005427
vwretd    0.902149
SMB       0.001851
HML      -0.003184
dtype: float64, 91352: const     0.023262
vwretd    1.391123
SMB       0.013727
HML      -0.000492
dtype: float64, 91353: const     0.032862
vwretd    0.724520
SMB       0.040484
HML      -0.009479
dtype: float64, 91354: const     0.012448
vwretd    1.386961
SMB      -0.001703
HML       0.000232
dtype: float64, 91355: const     0.002930
vwretd    1.359045
SMB       0.010220
HML       0.007528
dtype: float64, 91356: const     0.008535
vwretd    0.648209
SMB       0.008316
HML       0.008561
dtype: float64, 91357: const    -0.007421
vwretd    1.170113
SMB       0.006795
HML       0.008320
dtype: float64, 91358: const     0.005852
vwretd    0.908114
SMB       0.007420
HML       0.001143
dtype: float64, 91359: const     0.019633
vwretd    1.076235
SMB       0.009209
HML      -0.003469
dtype: float64, 91360: const     0.002585
vwretd    0.463318
SMB       0.002234
HML       0.006338
dtype: float64, 91361: const     0.025268
vwretd   -0.493456
SMB      -0.001175
HML       0.001423
dtype: float64, 91362: const     0.027100
vwretd    1.371380
SMB       0.010593
HML      -0.008198
dtype: float64, 91363: const     0.005208
vwretd    1.187207
SMB       0.019079
HML       0.006994
dtype: float64, 91364: const    -0.031477
vwretd    0.981507
SMB       0.007801
HML      -0.001843
dtype: float64, 91365: const    -0.001006
vwretd    0.751254
SMB       0.015660
HML      -0.005599
dtype: float64, 91366: const    -0.008422
vwretd    1.376215
SMB       0.016075
HML      -0.005803
dtype: float64, 91367: const     0.029492
vwretd    0.516687
SMB      -0.003121
HML       0.003630
dtype: float64, 91369: const    -0.062257
vwretd   -0.063999
SMB       0.007210
HML      -0.001161
dtype: float64, 91370: const     0.011978
vwretd    1.281386
SMB       0.021315
HML      -0.003448
dtype: float64, 91371: const     0.004761
vwretd    0.001485
SMB       0.020557
HML      -0.001137
dtype: float64, 91372: const     0.001194
vwretd    1.397902
SMB       0.010294
HML       0.002831
dtype: float64, 91373: const     0.002769
vwretd    0.491703
SMB      -0.005074
HML       0.000506
dtype: float64, 91374: const    -0.005708
vwretd    1.222297
SMB      -0.001121
HML      -0.000195
dtype: float64, 91375: const    -0.033154
vwretd    0.427007
SMB       0.017367
HML      -0.001777
dtype: float64, 91376: const     0.013331
vwretd    2.156360
SMB       0.011191
HML      -0.003198
dtype: float64, 91377: const    -0.080230
vwretd    2.196352
SMB      -0.037312
HML       0.015987
dtype: float64, 91378: const     0.001469
vwretd    0.992520
SMB      -0.001684
HML      -0.000417
dtype: float64, 91379: const     0.009075
vwretd    0.983873
SMB       0.013479
HML      -0.000881
dtype: float64, 91380: const     0.003841
vwretd    1.184402
SMB       0.005171
HML       0.008084
dtype: float64, 91381: const    -0.005532
vwretd    0.736872
SMB      -0.000704
HML       0.004093
dtype: float64, 91382: const     0.002141
vwretd    1.284136
SMB       0.032159
HML       0.003554
dtype: float64, 91383: const    -0.001066
vwretd    0.844116
SMB       0.000427
HML      -0.001051
dtype: float64, 91384: const    -0.006675
vwretd   -1.901126
SMB      -0.006989
HML      -0.001311
dtype: float64, 91385: const    -0.007038
vwretd   -1.637915
SMB       0.004913
HML      -0.001463
dtype: float64, 91386: const    -0.011005
vwretd   -2.037283
SMB       0.002049
HML       0.008851
dtype: float64, 91387: const    -0.005652
vwretd   -1.792572
SMB       0.003155
HML       0.000989
dtype: float64, 91389: const     0.000068
vwretd    0.679419
SMB       0.003596
HML      -0.000496
dtype: float64, 91390: const     0.003957
vwretd    1.021490
SMB       0.000020
HML      -0.000505
dtype: float64, 91391: const    -0.019135
vwretd    0.775920
SMB       0.001712
HML       0.002552
dtype: float64, 91392: const     0.004587
vwretd    1.869795
SMB       0.010151
HML       0.009897
dtype: float64, 91393: const     0.010511
vwretd    0.492784
SMB       0.000528
HML       0.000163
dtype: float64, 91394: const     0.003011
vwretd    0.542083
SMB       0.008465
HML      -0.006091
dtype: float64, 91395: const    -0.001995
vwretd    1.671201
SMB      -0.000504
HML      -0.023005
dtype: float64, 91396: const     0.022638
vwretd    0.963089
SMB       0.013432
HML       0.000413
dtype: float64, 91397: const     0.001420
vwretd    0.255379
SMB       0.000180
HML       0.001741
dtype: float64, 91398: const    -0.016051
vwretd    0.635806
SMB       0.030317
HML      -0.000743
dtype: float64, 91399: const    -0.010176
vwretd    0.000070
SMB      -0.013369
HML       0.004742
dtype: float64, 91400: const     0.003006
vwretd    0.344522
SMB       0.001319
HML       0.001429
dtype: float64, 91401: const    -0.012402
vwretd    1.705800
SMB       0.024456
HML       0.002507
dtype: float64, 91402: const     0.012351
vwretd    1.640161
SMB       0.019145
HML       0.004522
dtype: float64, 91403: const     0.000308
vwretd    1.024624
SMB       0.006962
HML       0.004604
dtype: float64, 91404: const    -0.005697
vwretd    0.112581
SMB      -0.002529
HML       0.003592
dtype: float64, 91405: const    -0.004320
vwretd    0.525762
SMB      -0.001439
HML      -0.004016
dtype: float64, 91406: const     0.003395
vwretd    0.173565
SMB      -0.000014
HML       0.002609
dtype: float64, 91407: const     0.008088
vwretd    0.410460
SMB       0.002511
HML       0.007930
dtype: float64, 91408: const     0.006316
vwretd    0.444459
SMB       0.004695
HML       0.003862
dtype: float64, 91409: const     0.008191
vwretd    0.121674
SMB       0.002601
HML      -0.000342
dtype: float64, 91410: const     0.026294
vwretd    0.683209
SMB      -0.010291
HML      -0.007964
dtype: float64, 91411: const    -0.034517
vwretd    1.592037
SMB      -0.006170
HML      -0.020826
dtype: float64, 91412: const    -0.002335
vwretd    2.686578
SMB       0.017249
HML      -0.004708
dtype: float64, 91413: const     0.007468
vwretd    1.191181
SMB       0.008699
HML       0.008917
dtype: float64, 91414: const    -0.000934
vwretd    0.855083
SMB       0.000310
HML      -0.000804
dtype: float64, 91415: const     0.008127
vwretd    0.043207
SMB      -0.003857
HML       0.007496
dtype: float64, 91416: const    -0.002113
vwretd    1.410946
SMB       0.001625
HML       0.005052
dtype: float64, 91417: const    -0.132989
vwretd    0.126204
SMB       0.004153
HML       0.025532
dtype: float64, 91418: const    -0.005140
vwretd    1.585176
SMB       0.007305
HML       0.003798
dtype: float64, 91419: const    -0.004570
vwretd    1.220467
SMB       0.027412
HML      -0.000632
dtype: float64, 91420: const    -0.051821
vwretd    2.523718
SMB       0.070407
HML      -0.018677
dtype: float64, 91421: const    -0.007038
vwretd    1.355117
SMB       0.006431
HML      -0.000207
dtype: float64, 91422: const    -0.009558
vwretd    2.784674
SMB       0.022564
HML      -0.010660
dtype: float64, 91423: const     0.000519
vwretd    1.012241
SMB       0.001257
HML       0.003114
dtype: float64, 91424: const    -0.000439
vwretd    1.102062
SMB       0.002653
HML      -0.002834
dtype: float64, 91425: const    -0.009062
vwretd    1.527177
SMB       0.010831
HML       0.019739
dtype: float64, 91426: const     0.001331
vwretd    1.716485
SMB       0.006718
HML       0.004242
dtype: float64, 91427: const     0.294927
vwretd    2.943628
SMB       0.063813
HML       0.206740
dtype: float64, 91428: const    -0.034772
vwretd    2.840055
SMB       0.001446
HML      -0.021257
dtype: float64, 91429: const     0.012577
vwretd    1.197019
SMB       0.004935
HML       0.001591
dtype: float64, 91430: const    -0.016259
vwretd    0.847042
SMB      -0.012254
HML       0.021902
dtype: float64, 91431: const    -0.017327
vwretd    0.975670
SMB       0.003675
HML       0.000507
dtype: float64, 91432: const    -0.000093
vwretd    1.744702
SMB       0.002928
HML       0.011766
dtype: float64, 91433: const    -0.005877
vwretd    1.445353
SMB       0.005586
HML       0.017594
dtype: float64, 91434: const     0.006785
vwretd    0.145571
SMB       0.015782
HML      -0.001720
dtype: float64, 91435: const    -0.127298
vwretd    1.050227
SMB      -0.049597
HML       0.013549
dtype: float64, 91436: const    -0.007436
vwretd    1.458190
SMB      -0.001125
HML      -0.005575
dtype: float64, 91437: const     0.002996
vwretd    1.900689
SMB       0.006116
HML      -0.002236
dtype: float64, 91438: const    -0.095939
vwretd    1.630503
SMB      -0.040312
HML       0.013602
dtype: float64, 91439: const     0.004894
vwretd    0.089903
SMB       0.001620
HML      -0.000185
dtype: float64, 91440: const    -0.004922
vwretd    1.525594
SMB      -0.003427
HML      -0.005176
dtype: float64, 91441: const     0.007845
vwretd    0.392361
SMB       0.006855
HML       0.003050
dtype: float64, 91442: const     0.000820
vwretd    1.131928
SMB       0.003986
HML       0.000542
dtype: float64, 91443: const    -0.002055
vwretd    0.963235
SMB       0.009171
HML       0.002663
dtype: float64, 91444: const    -0.005698
vwretd    1.042886
SMB       0.004314
HML      -0.004427
dtype: float64, 91445: const    -0.001996
vwretd    0.973124
SMB      -0.000412
HML       0.002808
dtype: float64, 91446: const     0.006252
vwretd    0.542431
SMB       0.004785
HML       0.005817
dtype: float64, 91447: const    -0.003460
vwretd    1.217080
SMB      -0.002028
HML       0.000380
dtype: float64, 91448: const    -0.000984
vwretd    0.681073
SMB      -0.004588
HML      -0.000082
dtype: float64, 91449: const    -0.001658
vwretd    1.111837
SMB      -0.000153
HML       0.001321
dtype: float64, 91450: const     0.001669
vwretd    0.683949
SMB      -0.004432
HML      -0.000314
dtype: float64, 91451: const    -0.001074
vwretd    1.053322
SMB       0.001120
HML      -0.000219
dtype: float64, 91452: const     0.000906
vwretd    0.938895
SMB       0.000880
HML      -0.006921
dtype: float64, 91453: const     0.002047
vwretd    1.309162
SMB       0.014979
HML       0.006552
dtype: float64, 91454: const    -0.024919
vwretd    1.124891
SMB      -0.008296
HML      -0.006981
dtype: float64, 91455: const    -0.000942
vwretd    1.264422
SMB       0.004335
HML      -0.006677
dtype: float64, 91456: const     0.002559
vwretd    0.831022
SMB       0.000599
HML      -0.003299
dtype: float64, 91457: const     0.012411
vwretd    0.809999
SMB       0.013133
HML      -0.006217
dtype: float64, 91458: const    -0.002217
vwretd    0.372321
SMB       0.000210
HML       0.000716
dtype: float64, 91460: const     0.007265
vwretd   -0.471551
SMB       0.004700
HML       0.004733
dtype: float64, 91461: const    -0.003927
vwretd    1.080043
SMB       0.000998
HML       0.002760
dtype: float64, 91462: const     0.020768
vwretd    2.159817
SMB       0.018855
HML       0.005062
dtype: float64, 91463: const     0.007165
vwretd    0.645105
SMB       0.008545
HML      -0.002119
dtype: float64, 91464: const    -0.008540
vwretd    0.720219
SMB       0.012814
HML      -0.001404
dtype: float64, 91465: const     0.020332
vwretd    0.506517
SMB      -0.001416
HML       0.002737
dtype: float64, 91466: const     0.013303
vwretd    0.383585
SMB       0.026522
HML      -0.005313
dtype: float64, 91467: const     0.011699
vwretd    1.805216
SMB       0.006403
HML       0.000864
dtype: float64, 91468: const     0.009018
vwretd    0.463634
SMB       0.007805
HML       0.001182
dtype: float64, 91469: const    -0.075215
vwretd    1.229170
SMB      -0.087820
HML       0.128206
dtype: float64, 91470: const    -0.197587
vwretd   -0.994558
SMB      -0.042226
HML      -0.033137
dtype: float64, 91471: const     0.014461
vwretd    0.971021
SMB       0.027007
HML       0.000775
dtype: float64, 91472: const     0.001547
vwretd    0.549092
SMB       0.004837
HML       0.009078
dtype: float64, 91473: const     0.005371
vwretd    1.150942
SMB      -0.004906
HML      -0.007290
dtype: float64, 91474: const    -0.005325
vwretd    1.228589
SMB      -0.005791
HML       0.015017
dtype: float64, 91475: const     0.005227
vwretd    0.909241
SMB       0.002376
HML       0.004353
dtype: float64, 91476: const     0.003398
vwretd    0.748088
SMB       0.015714
HML       0.001876
dtype: float64, 91477: const     0.001780
vwretd    0.683309
SMB      -0.000206
HML       0.001146
dtype: float64, 91478: const     0.016507
vwretd    1.567008
SMB       0.003659
HML       0.003449
dtype: float64, 91479: const     0.006676
vwretd    1.173713
SMB       0.002398
HML       0.003276
dtype: float64, 91480: const     0.002267
vwretd    1.035980
SMB       0.003255
HML      -0.003831
dtype: float64, 91481: const     0.004185
vwretd    0.893363
SMB       0.008470
HML       0.003822
dtype: float64, 91482: const    -0.005738
vwretd    0.727433
SMB      -0.004050
HML      -0.004193
dtype: float64, 91483: const     0.000984
vwretd    1.059491
SMB       0.007887
HML       0.003493
dtype: float64, 91484: const    -0.030713
vwretd    0.570047
SMB       0.004010
HML       0.004744
dtype: float64, 91485: const     0.001273
vwretd    1.459521
SMB       0.016823
HML      -0.005602
dtype: float64, 91486: const     0.004622
vwretd    1.289140
SMB       0.007556
HML      -0.005976
dtype: float64, 91487: const     0.015801
vwretd    1.114981
SMB      -0.004888
HML       0.003652
dtype: float64, 91488: const     0.013074
vwretd    0.726583
SMB       0.022877
HML      -0.008413
dtype: float64, 91489: const    -0.027018
vwretd    1.269402
SMB      -0.003515
HML       0.000587
dtype: float64, 91490: const    -0.041707
vwretd    0.806671
SMB       0.003239
HML      -0.012910
dtype: float64, 91491: const     0.013947
vwretd    1.107023
SMB       0.020392
HML      -0.024605
dtype: float64, 91492: const    -0.005203
vwretd    0.503752
SMB       0.003128
HML      -0.000862
dtype: float64, 91493: const     0.016697
vwretd    1.031823
SMB       0.022582
HML      -0.002581
dtype: float64, 91494: const    -0.028287
vwretd    0.991862
SMB      -0.005896
HML       0.000205
dtype: float64, 91495: const     0.006247
vwretd    1.149280
SMB       0.013339
HML      -0.001057
dtype: float64, 91496: const    -0.068037
vwretd    0.972329
SMB      -0.000880
HML      -0.006467
dtype: float64, 91497: const     0.002813
vwretd    1.274040
SMB       0.019460
HML      -0.001813
dtype: float64, 91498: const     0.004300
vwretd    0.754695
SMB      -0.000269
HML      -0.002605
dtype: float64, 91499: const    -0.017973
vwretd    0.843370
SMB       0.005420
HML      -0.013507
dtype: float64, 91500: const     0.007953
vwretd    1.099449
SMB       0.002406
HML      -0.001522
dtype: float64, 91501: const     0.005803
vwretd    0.312957
SMB       0.002430
HML       0.003864
dtype: float64, 91502: const     0.001471
vwretd    1.568472
SMB       0.002782
HML      -0.001078
dtype: float64, 91503: const     0.011368
vwretd    0.712371
SMB       0.005033
HML      -0.003003
dtype: float64, 91504: const     0.009528
vwretd    3.699904
SMB       0.027237
HML       0.018867
dtype: float64, 91505: const     0.016202
vwretd   -0.079656
SMB      -0.002033
HML      -0.009433
dtype: float64, 91506: const    -0.109117
vwretd   -0.441762
SMB       0.016669
HML       0.026203
dtype: float64, 91507: const     0.025220
vwretd    0.582065
SMB       0.000567
HML       0.005158
dtype: float64, 91508: const    -0.051835
vwretd    0.785715
SMB       0.002839
HML       0.007026
dtype: float64, 91509: const     0.019161
vwretd    1.398708
SMB      -0.019400
HML       0.016959
dtype: float64, 91510: const    -0.001281
vwretd    1.041157
SMB       0.000867
HML      -0.002294
dtype: float64, 91511: const    -0.016750
vwretd    1.929196
SMB       0.017423
HML       0.001917
dtype: float64, 91512: const    -0.126629
vwretd    2.935773
SMB       0.019753
HML      -0.026116
dtype: float64, 91513: const     0.046095
vwretd    0.252824
SMB       0.004506
HML      -0.017794
dtype: float64, 91514: const     0.011372
vwretd    0.533217
SMB       0.010314
HML       0.008430
dtype: float64, 91515: const    -0.013568
vwretd    0.645322
SMB       0.014255
HML       0.000790
dtype: float64, 91516: const     0.002472
vwretd    1.357052
SMB       0.006642
HML       0.004084
dtype: float64, 91517: const    -0.005750
vwretd    1.000500
SMB       0.008763
HML       0.009126
dtype: float64, 91518: const     0.021530
vwretd    1.379315
SMB       0.009159
HML      -0.012976
dtype: float64, 91519: const    -0.003690
vwretd    1.079967
SMB       0.001747
HML       0.004722
dtype: float64, 91520: const     0.004203
vwretd    0.103143
SMB      -0.000772
HML       0.000658
dtype: float64, 91521: const    -0.008421
vwretd    0.523218
SMB       0.010829
HML      -0.003331
dtype: float64, 91522: const    -0.023490
vwretd    0.795354
SMB       0.009173
HML      -0.002227
dtype: float64, 91523: const     0.001487
vwretd    1.067718
SMB       0.003735
HML      -0.007214
dtype: float64, 91524: const    -0.138254
vwretd    1.438161
SMB      -0.028832
HML      -0.004731
dtype: float64, 91525: const    -0.004896
vwretd    0.765990
SMB       0.004052
HML       0.002683
dtype: float64, 91526: const     0.026613
vwretd    2.027489
SMB       0.013049
HML      -0.011502
dtype: float64, 91527: const    -0.019013
vwretd    1.918638
SMB      -0.010566
HML       0.010725
dtype: float64, 91528: const    -0.049004
vwretd    1.104202
SMB       0.008027
HML       0.006169
dtype: float64, 91529: const     0.000979
vwretd    0.956865
SMB       0.002976
HML       0.001026
dtype: float64, 91530: const    -0.002990
vwretd    1.580586
SMB      -0.000261
HML       0.003715
dtype: float64, 91531: const     0.003806
vwretd    1.456693
SMB       0.006796
HML       0.008966
dtype: float64, 91532: const    -0.006808
vwretd    1.293091
SMB       0.005654
HML       0.000521
dtype: float64, 91533: const    -0.007245
vwretd    1.418686
SMB       0.001047
HML       0.002646
dtype: float64, 91534: const    -0.002663
vwretd    1.244632
SMB       0.003900
HML      -0.002157
dtype: float64, 91535: const    -0.006016
vwretd    0.804464
SMB       0.005114
HML      -0.001200
dtype: float64, 91536: const    -0.003433
vwretd    0.478698
SMB       0.002440
HML       0.010252
dtype: float64, 91537: const     0.000589
vwretd    1.183824
SMB       0.005505
HML      -0.005128
dtype: float64, 91538: const     0.002894
vwretd    0.846074
SMB       0.008773
HML      -0.004758
dtype: float64, 91539: const     0.000032
vwretd    1.083743
SMB       0.004595
HML      -0.001046
dtype: float64, 91540: const    -0.023299
vwretd    0.844513
SMB       0.010419
HML       0.005892
dtype: float64, 91541: const    -0.001682
vwretd    0.938443
SMB       0.001999
HML       0.001623
dtype: float64, 91542: const    -0.000177
vwretd    1.225469
SMB       0.008216
HML       0.008183
dtype: float64, 91543: const     0.002833
vwretd    0.676087
SMB       0.000795
HML       0.000187
dtype: float64, 91544: const    -0.000947
vwretd    1.033151
SMB       0.005612
HML      -0.000420
dtype: float64, 91545: const    -0.000576
vwretd    1.293096
SMB       0.002727
HML       0.002339
dtype: float64, 91546: const    -0.001330
vwretd    0.969112
SMB       0.006538
HML      -0.000971
dtype: float64, 91547: const     0.004485
vwretd    0.724992
SMB       0.001335
HML      -0.000906
dtype: float64, 91548: const     0.025373
vwretd    0.074103
SMB       0.010166
HML      -0.007197
dtype: float64, 91549: const    -0.005798
vwretd    0.937617
SMB      -0.004532
HML       0.000849
dtype: float64, 91550: const    -0.004134
vwretd    1.029439
SMB       0.005086
HML       0.000038
dtype: float64, 91551: const    -0.001359
vwretd    1.311214
SMB      -0.000115
HML      -0.000557
dtype: float64, 91552: const     0.001997
vwretd    0.692841
SMB      -0.001970
HML       0.002201
dtype: float64, 91553: const    -0.002109
vwretd    1.518855
SMB      -0.004894
HML       0.004980
dtype: float64, 91554: const    -0.009089
vwretd    1.290045
SMB      -0.003156
HML      -0.002143
dtype: float64, 91555: const     0.002219
vwretd    0.852752
SMB      -0.002903
HML      -0.000149
dtype: float64, 91556: const     0.010797
vwretd    1.061213
SMB       0.002253
HML       0.002502
dtype: float64, 91557: const    -0.006253
vwretd    1.089338
SMB       0.002800
HML      -0.000988
dtype: float64, 91558: const     0.000422
vwretd    0.927609
SMB      -0.005822
HML      -0.002424
dtype: float64, 91559: const    -0.005569
vwretd    1.433049
SMB      -0.002722
HML      -0.000576
dtype: float64, 91560: const    -0.001201
vwretd    1.193608
SMB       0.018367
HML       0.006573
dtype: float64, 91561: const    -0.109785
vwretd    5.528337
SMB       0.061514
HML       0.049602
dtype: float64, 91563: const     0.017372
vwretd    2.531527
SMB      -0.003272
HML      -0.018124
dtype: float64, 91564: const     0.000886
vwretd    0.993929
SMB       0.010658
HML       0.002671
dtype: float64, 91565: const    -0.169818
vwretd   -4.717448
SMB      -0.054089
HML       0.001824
dtype: float64, 91566: const     0.059220
vwretd    1.828827
SMB       0.002777
HML       0.006011
dtype: float64, 91567: const    -0.001143
vwretd    0.915731
SMB       0.000819
HML      -0.000179
dtype: float64, 91568: const    -0.004600
vwretd    0.989952
SMB       0.000435
HML      -0.000548
dtype: float64, 91569: const    -0.001269
vwretd    0.836864
SMB      -0.021300
HML       0.017087
dtype: float64, 91570: const     0.000010
vwretd    0.927995
SMB      -0.000743
HML      -0.000509
dtype: float64, 91571: const     0.007947
vwretd    0.334600
SMB       0.008431
HML      -0.000573
dtype: float64, 91572: const     0.017435
vwretd    1.203587
SMB       0.013317
HML      -0.010328
dtype: float64, 91573: const     0.006165
vwretd    1.221373
SMB       0.004785
HML      -0.015564
dtype: float64, 91574: const     0.003492
vwretd   -0.050440
SMB       0.002280
HML      -0.000709
dtype: float64, 91575: const     0.003883
vwretd    2.122613
SMB       0.014663
HML       0.008565
dtype: float64, 91576: const    -0.112469
vwretd    2.568728
SMB       0.020843
HML       0.000495
dtype: float64, 91577: const     0.000693
vwretd    0.981248
SMB      -0.000812
HML       0.000003
dtype: float64, 91578: const    -0.000507
vwretd    0.684374
SMB       0.011268
HML       0.016759
dtype: float64, 91579: const     0.001694
vwretd    1.142979
SMB       0.004865
HML       0.001253
dtype: float64, 91580: const     0.099325
vwretd    4.996792
SMB      -0.029822
HML       0.005257
dtype: float64, 91581: const    -0.032892
vwretd    2.354578
SMB      -0.009737
HML      -0.008591
dtype: float64, 91582: const    -0.008112
vwretd    0.820163
SMB      -0.002270
HML       0.004321
dtype: float64, 91583: const    -0.024471
vwretd    0.841116
SMB       0.000329
HML      -0.006339
dtype: float64, 91584: const     0.001641
vwretd    1.690335
SMB       0.001674
HML       0.009028
dtype: float64, 91585: const     0.001530
vwretd    0.603780
SMB      -0.002163
HML      -0.002955
dtype: float64, 91586: const     0.001806
vwretd    1.219009
SMB       0.001915
HML      -0.003047
dtype: float64, 91587: const    -0.000076
vwretd    1.251065
SMB       0.001816
HML       0.001184
dtype: float64, 91588: const     0.001517
vwretd    1.077277
SMB       0.002622
HML       0.001198
dtype: float64, 91589: const     0.004059
vwretd    0.852084
SMB       0.001368
HML      -0.002635
dtype: float64, 91590: const    -0.001454
vwretd    1.225047
SMB       0.000375
HML       0.008009
dtype: float64, 91591: const    -0.004771
vwretd    1.206844
SMB       0.003198
HML      -0.000479
dtype: float64, 91592: const     0.004853
vwretd    0.669567
SMB      -0.002204
HML      -0.000548
dtype: float64, 91593: const     0.000984
vwretd    1.132920
SMB       0.004047
HML       0.003185
dtype: float64, 91594: const     0.000055
vwretd    1.324381
SMB       0.005772
HML       0.004758
dtype: float64, 91595: const     0.000450
vwretd    0.572095
SMB       0.000321
HML       0.000872
dtype: float64, 91596: const    -0.002857
vwretd    0.754946
SMB      -0.000966
HML       0.000487
dtype: float64, 91597: const     0.001704
vwretd    0.849047
SMB      -0.002047
HML       0.003212
dtype: float64, 91598: const    -0.000347
vwretd    2.498745
SMB       0.008602
HML      -0.021399
dtype: float64, 91599: const    -0.001625
vwretd    0.726300
SMB      -0.005097
HML      -0.023772
dtype: float64, 91600: const     0.004830
vwretd    0.586974
SMB       0.004812
HML       0.003746
dtype: float64, 91601: const     0.008941
vwretd    0.502734
SMB       0.005282
HML       0.006865
dtype: float64, 91602: const     0.002722
vwretd    1.726352
SMB       0.004012
HML       0.004939
dtype: float64, 91603: const     0.009726
vwretd    0.686575
SMB       0.003466
HML       0.005773
dtype: float64, 91604: const    -0.004435
vwretd    1.197344
SMB       0.004642
HML      -0.002336
dtype: float64, 91605: const     0.008744
vwretd    0.529729
SMB       0.008093
HML      -0.000435
dtype: float64, 91606: const     0.035446
vwretd    0.990757
SMB      -0.000194
HML       0.001928
dtype: float64, 91607: const     0.012747
vwretd    2.438781
SMB       0.003024
HML      -0.004969
dtype: float64, 91608: const     0.007656
vwretd    0.472050
SMB      -0.004152
HML      -0.003405
dtype: float64, 91609: const     0.002414
vwretd    0.451733
SMB       0.004121
HML       0.002340
dtype: float64, 91610: const    -0.005549
vwretd    0.694616
SMB       0.016507
HML       0.004676
dtype: float64, 91611: const     0.007192
vwretd    1.537172
SMB      -0.001449
HML      -0.003706
dtype: float64, 91612: const     0.006155
vwretd    1.228568
SMB       0.032206
HML       0.010698
dtype: float64, 91613: const    -0.025109
vwretd    1.337856
SMB       0.003501
HML      -0.005286
dtype: float64, 91614: const     0.008335
vwretd    1.168159
SMB       0.010025
HML       0.002505
dtype: float64, 91615: const    -0.033039
vwretd    1.328946
SMB       0.024463
HML      -0.001898
dtype: float64, 91616: const     0.025669
vwretd    3.980317
SMB      -0.020902
HML      -0.008387
dtype: float64, 91617: const     0.005516
vwretd    1.275223
SMB       0.000788
HML       0.003418
dtype: float64, 91618: const    -0.002808
vwretd    1.079966
SMB       0.010891
HML      -0.000878
dtype: float64, 91619: const    -0.008265
vwretd    1.652528
SMB      -0.007936
HML      -0.004190
dtype: float64, 91620: const     0.003192
vwretd    0.855159
SMB       0.003752
HML       0.003129
dtype: float64, 91621: const     0.003318
vwretd    0.716141
SMB       0.005362
HML      -0.001347
dtype: float64, 91622: const     0.000075
vwretd    0.549570
SMB       0.004902
HML       0.005427
dtype: float64, 91623: const    -0.005395
vwretd    1.839656
SMB       0.035447
HML      -0.001526
dtype: float64, 91624: const    -0.003654
vwretd    0.734786
SMB      -0.000409
HML       0.012590
dtype: float64, 91625: const     0.008855
vwretd    1.042167
SMB       0.001455
HML       0.000671
dtype: float64, 91626: const     0.000269
vwretd    1.317085
SMB       0.001203
HML       0.002266
dtype: float64, 91627: const     0.009126
vwretd    1.088635
SMB       0.022571
HML      -0.003849
dtype: float64, 91628: const     0.022289
vwretd    1.565033
SMB       0.010056
HML      -0.008005
dtype: float64, 91629: const    -0.001321
vwretd    0.791919
SMB      -0.000858
HML       0.000377
dtype: float64, 91630: const    -0.028900
vwretd    1.663480
SMB       0.010211
HML      -0.002035
dtype: float64, 91631: const    -0.000685
vwretd    1.082090
SMB       0.004130
HML      -0.000778
dtype: float64, 91632: const    -0.000444
vwretd    0.987362
SMB       0.000223
HML      -0.001339
dtype: float64, 91633: const    -0.000187
vwretd    0.877414
SMB       0.002402
HML      -0.001724
dtype: float64, 91634: const     0.001791
vwretd    0.734502
SMB      -0.001214
HML      -0.000657
dtype: float64, 91635: const     0.003901
vwretd    1.144880
SMB       0.000317
HML       0.006840
dtype: float64, 91636: const     0.007823
vwretd    0.574594
SMB       0.007061
HML       0.000402
dtype: float64, 91637: const    -0.000650
vwretd    0.976423
SMB       0.002812
HML       0.001398
dtype: float64, 91638: const     0.001909
vwretd    1.669062
SMB       0.011315
HML       0.008076
dtype: float64, 91639: const    -0.007287
vwretd    0.430315
SMB       0.052980
HML      -0.019564
dtype: float64, 91640: const     0.007190
vwretd    0.955792
SMB       0.003062
HML      -0.007853
dtype: float64, 91641: const    -0.004149
vwretd    0.959719
SMB       0.001875
HML      -0.002473
dtype: float64, 91642: const    -0.000005
vwretd    0.602442
SMB      -0.000699
HML       0.001040
dtype: float64, 91643: const     0.001857
vwretd    0.973999
SMB       0.000893
HML       0.001910
dtype: float64, 91644: const    -0.005726
vwretd    1.024237
SMB       0.000481
HML      -0.003807
dtype: float64, 91645: const     0.004405
vwretd    0.928431
SMB       0.004627
HML       0.003811
dtype: float64, 91646: const    -0.001125
vwretd    0.943442
SMB       0.008253
HML       0.001818
dtype: float64, 91647: const     0.000059
vwretd    0.983709
SMB       0.002893
HML       0.000447
dtype: float64, 91648: const     0.001654
vwretd    0.918325
SMB      -0.000800
HML       0.000681
dtype: float64, 91649: const    -0.099097
vwretd    0.527214
SMB       0.035729
HML       0.014024
dtype: float64, 91650: const     0.004556
vwretd    0.874725
SMB      -0.000869
HML      -0.001106
dtype: float64, 91651: const    -0.006036
vwretd    1.041187
SMB      -0.002586
HML       0.001145
dtype: float64, 91652: const     0.001674
vwretd    1.412442
SMB       0.003579
HML       0.011955
dtype: float64, 91653: const    -0.003907
vwretd    2.960137
SMB      -0.002241
HML      -0.007228
dtype: float64, 91654: const    -0.005599
vwretd    1.464627
SMB      -0.007415
HML       0.000333
dtype: float64, 91655: const    -0.005265
vwretd    1.987456
SMB       0.000876
HML       0.000589
dtype: float64, 91656: const    -0.013752
vwretd    1.024409
SMB       0.006303
HML      -0.003717
dtype: float64, 91657: const     0.002687
vwretd    0.654250
SMB       0.019452
HML       0.007527
dtype: float64, 91658: const     0.004348
vwretd    1.792782
SMB       0.009794
HML       0.006428
dtype: float64, 91659: const     0.008242
vwretd    0.600474
SMB       0.007652
HML       0.006983
dtype: float64, 91660: const    -0.151373
vwretd   -0.023918
SMB       0.033775
HML       0.013752
dtype: float64, 91661: const    -0.028030
vwretd    2.480581
SMB       0.007903
HML      -0.011117
dtype: float64, 91662: const     0.000969
vwretd    1.480410
SMB       0.010878
HML      -0.012765
dtype: float64, 91663: const    -0.062987
vwretd    1.441524
SMB       0.097596
HML      -0.021949
dtype: float64, 91664: const     0.009339
vwretd    1.541374
SMB       0.013885
HML      -0.007850
dtype: float64, 91665: const    -0.001198
vwretd    1.097521
SMB       0.013299
HML       0.004668
dtype: float64, 91666: const    -0.003410
vwretd    1.100850
SMB       0.004141
HML      -0.002055
dtype: float64, 91667: const    -0.022236
vwretd    0.311100
SMB       0.009296
HML       0.008680
dtype: float64, 91668: const     0.006924
vwretd    1.327240
SMB       0.006605
HML      -0.000595
dtype: float64, 91669: const     0.030106
vwretd    0.745346
SMB       0.026384
HML       0.008091
dtype: float64, 91670: const     0.000011
vwretd    1.368622
SMB       0.006810
HML       0.003227
dtype: float64, 91671: const     -0.011426
vwretd   -11.333419
SMB        0.171982
HML       -0.138487
dtype: float64, 91672: const    -0.001718
vwretd    0.974524
SMB      -0.001187
HML      -0.005241
dtype: float64, 91673: const     0.001156
vwretd    1.594402
SMB       0.000833
HML      -0.000076
dtype: float64, 91674: const     0.002790
vwretd    1.678534
SMB       0.008412
HML       0.013329
dtype: float64, 91675: const     0.007061
vwretd    1.062808
SMB       0.003703
HML       0.005840
dtype: float64, 91676: const     0.115702
vwretd   -0.431135
SMB       0.022884
HML       0.034680
dtype: float64, 91677: const    -0.005593
vwretd    2.455440
SMB       0.000388
HML      -0.011355
dtype: float64, 91678: const    -0.003718
vwretd    1.499415
SMB       0.013850
HML       0.001797
dtype: float64, 91679: const     0.004236
vwretd    1.370222
SMB       0.012400
HML       0.000687
dtype: float64, 91680: const    -0.100316
vwretd   -2.968338
SMB       0.044825
HML      -0.057149
dtype: float64, 91681: const    -0.106387
vwretd    0.831545
SMB      -0.014365
HML       0.004625
dtype: float64, 91682: const      0.676220
vwretd   -49.542364
SMB        0.312218
HML       -0.348127
dtype: float64, 91683: const     0.001703
vwretd    1.029376
SMB       0.010978
HML       0.006652
dtype: float64, 91684: const    -0.005279
vwretd    1.112197
SMB      -0.001140
HML      -0.000233
dtype: float64, 91685: const     0.015912
vwretd    1.084925
SMB      -0.017696
HML       0.016769
dtype: float64, 91686: const     0.016363
vwretd    0.645562
SMB       0.004166
HML      -0.004573
dtype: float64, 91687: const    -0.001519
vwretd    1.092286
SMB       0.005493
HML       0.012642
dtype: float64, 91688: const     0.006683
vwretd    0.606972
SMB      -0.001548
HML       0.005007
dtype: float64, 91689: const     0.006278
vwretd    1.189466
SMB       0.004054
HML      -0.005967
dtype: float64, 91690: const    -0.004947
vwretd    1.264928
SMB      -0.000749
HML      -0.006498
dtype: float64, 91691: const     0.001784
vwretd    0.313971
SMB       0.002583
HML       0.000501
dtype: float64, 91692: const     0.007131
vwretd    2.074922
SMB       0.003384
HML       0.003129
dtype: float64, 91693: const     0.006375
vwretd    0.910023
SMB       0.008059
HML      -0.000139
dtype: float64, 91694: const    -0.000473
vwretd    1.392697
SMB      -0.000771
HML       0.018250
dtype: float64, 91695: const     0.025462
vwretd    0.917426
SMB       0.004049
HML      -0.006325
dtype: float64, 91696: const     0.023453
vwretd    1.092499
SMB       0.001975
HML       0.002309
dtype: float64, 91697: const     0.014479
vwretd    0.879547
SMB       0.008142
HML       0.003006
dtype: float64, 91698: const    -0.000977
vwretd    0.818944
SMB      -0.003078
HML       0.002245
dtype: float64, 91699: const     0.001774
vwretd    0.081659
SMB      -0.000999
HML      -0.001299
dtype: float64, 91700: const     0.001736
vwretd    0.046664
SMB      -0.000519
HML      -0.000746
dtype: float64, 91701: const     0.001644
vwretd    0.202044
SMB      -0.000824
HML      -0.001147
dtype: float64, 91702: const     0.001474
vwretd    0.181741
SMB      -0.000508
HML      -0.001048
dtype: float64, 91703: const     0.001238
vwretd    0.078260
SMB      -0.000064
HML      -0.000259
dtype: float64, 91704: const     0.002921
vwretd   -0.009771
SMB      -0.002281
HML      -0.002925
dtype: float64, 91705: const     0.002306
vwretd   -0.022665
SMB      -0.000714
HML      -0.000868
dtype: float64, 91706: const     0.000688
vwretd   -0.004441
SMB      -0.000049
HML      -0.000024
dtype: float64, 91707: const     0.011580
vwretd    0.646592
SMB       0.008592
HML       0.004277
dtype: float64, 91708: const    -0.001842
vwretd    0.933831
SMB       0.006214
HML       0.000347
dtype: float64, 91709: const    -0.003230
vwretd    0.811710
SMB      -0.000012
HML       0.004490
dtype: float64, 91710: const     0.003011
vwretd    0.287707
SMB      -0.002621
HML      -0.002908
dtype: float64, 91711: const     0.000890
vwretd    0.691131
SMB      -0.001916
HML      -0.004213
dtype: float64, 91712: const    -0.002190
vwretd    0.327449
SMB      -0.002004
HML       0.001496
dtype: float64, 91713: const    -0.005370
vwretd    0.939046
SMB       0.000407
HML       0.003767
dtype: float64, 91714: const     0.003784
vwretd    0.184136
SMB      -0.002752
HML      -0.002582
dtype: float64, 91715: const    -0.004563
vwretd    0.737874
SMB      -0.002035
HML       0.002055
dtype: float64, 91716: const     0.006246
vwretd    1.881750
SMB       0.033976
HML       0.027611
dtype: float64, 91717: const    -0.003063
vwretd   -0.948264
SMB      -0.007380
HML      -0.002722
dtype: float64, 91718: const    -0.008780
vwretd   -1.828293
SMB      -0.014358
HML      -0.004852
dtype: float64, 91719: const    -0.000648
vwretd    1.944107
SMB       0.016531
HML       0.006481
dtype: float64, 91720: const    -0.002233
vwretd   -0.971140
SMB      -0.008030
HML      -0.001316
dtype: float64, 91721: const    -0.007431
vwretd   -1.869655
SMB      -0.015361
HML      -0.001897
dtype: float64, 91722: const    -0.003852
vwretd    2.014868
SMB       0.017077
HML       0.003354
dtype: float64, 91723: const    -0.004237
vwretd    1.027748
SMB      -0.001833
HML       0.000949
dtype: float64, 91724: const    -0.001389
vwretd    0.325002
SMB       0.071965
HML       0.028218
dtype: float64, 91725: const    -0.001750
vwretd    0.784043
SMB      -0.002579
HML       0.001108
dtype: float64, 91726: const     0.002493
vwretd   -0.048651
SMB       0.002997
HML      -0.001501
dtype: float64, 91727: const     0.003905
vwretd    1.444571
SMB       0.016314
HML       0.007656
dtype: float64, 91728: const     0.013102
vwretd    0.408344
SMB      -0.003708
HML       0.001186
dtype: float64, 91729: const     0.003134
vwretd    0.139581
SMB       0.012156
HML      -0.005936
dtype: float64, 91730: const     0.006712
vwretd    0.729782
SMB       0.012380
HML       0.021659
dtype: float64, 91731: const     0.011085
vwretd    0.039218
SMB       0.000822
HML       0.003281
dtype: float64, 91732: const    -0.010337
vwretd    0.781004
SMB       0.008554
HML       0.015330
dtype: float64, 91733: const     0.011322
vwretd    0.403806
SMB       0.009609
HML      -0.001151
dtype: float64, 91734: const    -0.006731
vwretd    0.933880
SMB       0.012251
HML       0.005110
dtype: float64, 91735: const     0.000176
vwretd    1.397548
SMB       0.008465
HML      -0.014547
dtype: float64, 91736: const     0.009679
vwretd    0.394559
SMB      -0.005431
HML       0.001681
dtype: float64, 91737: const     0.028476
vwretd    2.331118
SMB      -0.016864
HML      -0.005720
dtype: float64, 91739: const    -0.008977
vwretd    1.110724
SMB       0.008485
HML       0.009575
dtype: float64, 91740: const    -0.065432
vwretd    0.603842
SMB       0.061282
HML       0.030098
dtype: float64, 91741: const     0.002604
vwretd    0.384433
SMB       0.001297
HML       0.001918
dtype: float64, 91742: const    -0.021767
vwretd    1.632559
SMB       0.000891
HML      -0.005794
dtype: float64, 91743: const     0.009258
vwretd    0.433196
SMB       0.006326
HML       0.005443
dtype: float64, 91744: const     0.006860
vwretd    0.274229
SMB       0.005833
HML      -0.001444
dtype: float64, 91745: const     0.003597
vwretd    1.078350
SMB       0.001565
HML      -0.003366
dtype: float64, 91746: const    -0.005199
vwretd    2.909794
SMB      -0.019494
HML      -0.017284
dtype: float64, 91747: const    -0.000399
vwretd   -0.035715
SMB      -0.001442
HML      -0.000837
dtype: float64, 91749: const    -0.001304
vwretd    1.043035
SMB      -0.001663
HML      -0.000666
dtype: float64, 91750: const    -0.002288
vwretd    2.319188
SMB      -0.003635
HML       0.000229
dtype: float64, 91752: const    -0.039836
vwretd    0.649956
SMB       0.012506
HML       0.009530
dtype: float64, 91753: const    -0.027720
vwretd    1.719735
SMB       0.010885
HML      -0.010905
dtype: float64, 91754: const    -0.000109
vwretd    0.768434
SMB       0.012070
HML       0.000622
dtype: float64, 91756: const     0.003236
vwretd    0.010474
SMB       0.000514
HML      -0.000704
dtype: float64, 91757: const     0.000250
vwretd    0.935862
SMB       0.001491
HML      -0.003044
dtype: float64, 91758: const     0.003080
vwretd   -0.266902
SMB       0.001464
HML       0.000061
dtype: float64, 91759: const     0.039648
vwretd   -0.341429
SMB      -0.000691
HML      -0.024427
dtype: float64, 91760: const    -0.003231
vwretd    0.263103
SMB      -0.001584
HML      -0.000104
dtype: float64, 91761: const    -0.012468
vwretd   -1.677297
SMB      -0.014568
HML      -0.010066
dtype: float64, 91762: const    -0.010247
vwretd   -2.002796
SMB      -0.017053
HML       0.003601
dtype: float64, 91763: const    -0.010747
vwretd   -1.848718
SMB      -0.005050
HML      -0.004480
dtype: float64, 91764: const    -0.007538
vwretd   -2.097673
SMB      -0.005403
HML       0.006820
dtype: float64, 91765: const    -0.010028
vwretd   -1.644342
SMB       0.002670
HML      -0.006941
dtype: float64, 91766: const    -0.007570
vwretd   -1.888656
SMB       0.000833
HML       0.005979
dtype: float64, 91767: const     0.005600
vwretd    2.009991
SMB       0.013210
HML       0.022918
dtype: float64, 91768: const    -0.003520
vwretd    1.829868
SMB       0.015627
HML       0.009936
dtype: float64, 91769: const    -0.003002
vwretd    2.115678
SMB       0.018439
HML      -0.002394
dtype: float64, 91770: const    -0.001066
vwretd    2.060529
SMB       0.005431
HML       0.004797
dtype: float64, 91771: const    -0.002669
vwretd    2.258513
SMB       0.006339
HML      -0.005150
dtype: float64, 91772: const    -0.003324
vwretd    1.923316
SMB      -0.002593
HML       0.005615
dtype: float64, 91773: const    -0.000914
vwretd    2.058955
SMB       0.000123
HML      -0.004997
dtype: float64, 91774: const    -0.013556
vwretd   -2.276004
SMB      -0.002693
HML       0.006291
dtype: float64, 91775: const     0.037302
vwretd    1.028439
SMB       0.034797
HML       0.024664
dtype: float64, 91776: const    -0.012569
vwretd   -1.805367
SMB      -0.000927
HML      -0.002118
dtype: float64, 91777: const    -0.011179
vwretd   -0.989166
SMB       0.008390
HML       0.003635
dtype: float64, 91778: const    -0.011234
vwretd   -2.095679
SMB       0.002471
HML       0.008352
dtype: float64, 91779: const    -0.007195
vwretd   -1.733678
SMB      -0.004605
HML      -0.011337
dtype: float64, 91780: const    -0.004213
vwretd   -2.120146
SMB      -0.001131
HML      -0.001075
dtype: float64, 91781: const    -0.011893
vwretd   -1.370316
SMB       0.001146
HML       0.004643
dtype: float64, 91782: const    -0.009147
vwretd   -1.943592
SMB       0.001678
HML      -0.009530
dtype: float64, 91783: const     0.036659
vwretd    0.020344
SMB       0.007657
HML      -0.010509
dtype: float64, 91784: const    -0.006909
vwretd   -1.826300
SMB      -0.001274
HML       0.003017
dtype: float64, 91785: const    -0.006396
vwretd   -1.564609
SMB       0.004600
HML       0.001943
dtype: float64, 91786: const    -0.004062
vwretd   -2.301005
SMB       0.000261
HML      -0.000991
dtype: float64, 91787: const     0.001467
vwretd    2.458113
SMB       0.004194
HML      -0.003889
dtype: float64, 91788: const    -0.007787
vwretd    2.013338
SMB       0.000032
HML       0.004067
dtype: float64, 91789: const     0.003142
vwretd    1.154341
SMB      -0.008182
HML      -0.001429
dtype: float64, 91790: const     0.001948
vwretd    2.338188
SMB      -0.001643
HML      -0.007201
dtype: float64, 91791: const    -0.040720
vwretd    1.750001
SMB       0.013751
HML       0.002039
dtype: float64, 91792: const    -0.004937
vwretd    2.137148
SMB       0.003952
HML       0.013940
dtype: float64, 91793: const    -0.002075
vwretd    2.237334
SMB       0.002913
HML       0.002853
dtype: float64, 91794: const     0.006105
vwretd    1.515959
SMB      -0.000469
HML      -0.003245
dtype: float64, 91795: const    -0.009575
vwretd    2.223530
SMB      -0.001824
HML       0.010958
dtype: float64, 91796: const     0.000111
vwretd    2.000310
SMB       0.001812
HML      -0.002521
dtype: float64, 91797: const     0.001394
vwretd    1.709458
SMB      -0.003983
HML      -0.001363
dtype: float64, 91798: const    -0.006510
vwretd    2.579594
SMB      -0.000480
HML       0.003647
dtype: float64, 91799: const     0.136023
vwretd    1.750194
SMB       0.026834
HML       0.091783
dtype: float64, 91800: const    -0.001966
vwretd   -0.042455
SMB       0.000061
HML      -0.003244
dtype: float64, 91801: const    -0.009360
vwretd    0.972712
SMB       0.001696
HML       0.004067
dtype: float64, 91803: const     0.001719
vwretd   -0.090921
SMB      -0.000058
HML      -0.000770
dtype: float64, 91804: const     0.001377
vwretd    1.514733
SMB       0.010430
HML       0.011823
dtype: float64, 91806: const     0.000178
vwretd    1.013774
SMB       0.000047
HML       0.002490
dtype: float64, 91807: const     0.001268
vwretd    1.131146
SMB      -0.001118
HML       0.000713
dtype: float64, 91808: const     0.001328
vwretd    1.031845
SMB       0.008375
HML       0.005001
dtype: float64, 91809: const     0.001321
vwretd    1.051831
SMB       0.004694
HML       0.003078
dtype: float64, 91810: const     0.000729
vwretd    0.965430
SMB      -0.001403
HML       0.000962
dtype: float64, 91811: const     0.000591
vwretd    0.982195
SMB      -0.000437
HML       0.001055
dtype: float64, 91812: const     0.021084
vwretd   -0.182656
SMB      -0.002935
HML      -0.007473
dtype: float64, 91813: const    -0.005682
vwretd    1.043957
SMB      -0.008353
HML       0.003156
dtype: float64, 91814: const    -0.009914
vwretd    1.319183
SMB       0.010664
HML      -0.003076
dtype: float64, 91815: const     0.009120
vwretd    0.640044
SMB       0.012509
HML       0.004391
dtype: float64, 91816: const     0.022329
vwretd    0.957053
SMB       0.021626
HML      -0.003157
dtype: float64, 91817: const    -0.193041
vwretd   -6.939330
SMB       0.030154
HML      -0.087049
dtype: float64, 91818: const     0.001874
vwretd    0.730000
SMB       0.004382
HML       0.006423
dtype: float64, 91819: const    -0.019326
vwretd    2.704993
SMB       0.007866
HML      -0.006782
dtype: float64, 91820: const    -0.012022
vwretd    1.377975
SMB       0.010838
HML       0.019202
dtype: float64, 91821: const     0.011201
vwretd    1.039759
SMB      -0.002931
HML      -0.006950
dtype: float64, 91822: const    -0.013662
vwretd    0.963549
SMB       0.018834
HML       0.000282
dtype: float64, 91823: const    -0.000721
vwretd    1.246970
SMB       0.000810
HML      -0.003718
dtype: float64, 91824: const     0.012332
vwretd    0.502608
SMB       0.007302
HML      -0.010639
dtype: float64, 91825: const    -0.013806
vwretd    1.500978
SMB       0.017303
HML       0.003837
dtype: float64, 91826: const     0.003341
vwretd    1.670155
SMB       0.004385
HML      -0.005415
dtype: float64, 91827: const    -0.002995
vwretd    1.518239
SMB       0.007804
HML      -0.004348
dtype: float64, 91828: const     0.000996
vwretd    1.026672
SMB       0.001333
HML      -0.001731
dtype: float64, 91829: const    -0.016406
vwretd   -0.850032
SMB       0.014429
HML      -0.024201
dtype: float64, 91830: const     0.028299
vwretd    2.340251
SMB       0.000111
HML      -0.007185
dtype: float64, 91831: const    -0.019110
vwretd    1.302850
SMB       0.024233
HML      -0.004281
dtype: float64, 91832: const     0.037476
vwretd    0.707984
SMB       0.020896
HML       0.005721
dtype: float64, 91833: const     0.012349
vwretd    1.945582
SMB      -0.008774
HML      -0.006674
dtype: float64, 91834: const     0.005139
vwretd    0.476975
SMB       0.007239
HML       0.001857
dtype: float64, 91835: const     0.068683
vwretd    1.848397
SMB       0.044351
HML      -0.027154
dtype: float64, 91836: const    -0.003614
vwretd    1.248447
SMB       0.014238
HML       0.002590
dtype: float64, 91837: const     0.012156
vwretd    1.332922
SMB      -0.019623
HML      -0.001761
dtype: float64, 91838: const    -0.160596
vwretd    1.387116
SMB      -0.070613
HML      -0.053405
dtype: float64, 91839: const     0.010451
vwretd    0.285472
SMB       0.004827
HML       0.005506
dtype: float64, 91840: const    -0.042130
vwretd    1.036747
SMB      -0.024547
HML      -0.003490
dtype: float64, 91841: const     0.017533
vwretd    0.077462
SMB       0.022517
HML      -0.006299
dtype: float64, 91843: const     0.016013
vwretd    1.346550
SMB      -0.006912
HML       0.012914
dtype: float64, 91844: const    -0.001223
vwretd    0.970721
SMB       0.008808
HML      -0.001700
dtype: float64, 91845: const    -0.011838
vwretd    0.379227
SMB       0.015303
HML       0.003270
dtype: float64, 91847: const    -0.036101
vwretd    0.420320
SMB       0.003639
HML       0.015281
dtype: float64, 91848: const     0.008747
vwretd    1.156466
SMB       0.003237
HML      -0.001612
dtype: float64, 91849: const     0.008415
vwretd    0.894047
SMB      -0.000227
HML      -0.003872
dtype: float64, 91850: const     0.013432
vwretd    0.724921
SMB       0.003952
HML      -0.000212
dtype: float64, 91851: const     0.006080
vwretd    0.075524
SMB      -0.000127
HML      -0.002331
dtype: float64, 91852: const    -0.004426
vwretd    1.263093
SMB      -0.000718
HML      -0.000962
dtype: float64, 91853: const     0.005036
vwretd    0.189024
SMB       0.022366
HML      -0.011818
dtype: float64, 91854: const     0.001335
vwretd    1.787771
SMB       0.007257
HML       0.010749
dtype: float64, 91855: const     0.004726
vwretd    0.527080
SMB       0.005828
HML       0.007159
dtype: float64, 91856: const    -0.002458
vwretd    0.878343
SMB      -0.001697
HML       0.000114
dtype: float64, 91857: const    -0.008408
vwretd    0.889011
SMB      -0.002265
HML      -0.009276
dtype: float64, 91858: const     0.007163
vwretd    1.320540
SMB       0.004301
HML       0.008405
dtype: float64, 91859: const    -0.017455
vwretd    2.364203
SMB      -0.007175
HML       0.006910
dtype: float64, 91860: const     0.003397
vwretd    0.034937
SMB      -0.000687
HML      -0.001167
dtype: float64, 91861: const    -0.014106
vwretd    0.519099
SMB       0.001612
HML       0.008537
dtype: float64, 91862: const     0.024407
vwretd    1.010849
SMB       0.002180
HML       0.003559
dtype: float64, 91863: const    -0.035301
vwretd   -0.176745
SMB      -0.010377
HML      -0.024119
dtype: float64, 91864: const    -0.027662
vwretd    1.068061
SMB       0.006107
HML       0.004317
dtype: float64, 91865: const    -0.001974
vwretd    0.772199
SMB       0.004031
HML       0.003759
dtype: float64, 91866: const    -0.033840
vwretd    0.343575
SMB       0.007393
HML       0.001702
dtype: float64, 91867: const    -0.010909
vwretd    1.053420
SMB      -0.004705
HML       0.011313
dtype: float64, 91868: const     0.021523
vwretd    1.220490
SMB      -0.006258
HML       0.003357
dtype: float64, 91869: const     0.012804
vwretd    0.178517
SMB      -0.000991
HML      -0.013070
dtype: float64, 91870: const     0.013712
vwretd    1.039352
SMB       0.004853
HML       0.006308
dtype: float64, 91871: const    -0.007502
vwretd    1.248350
SMB       0.010929
HML      -0.006259
dtype: float64, 91872: const    -0.003070
vwretd    0.939745
SMB       0.000898
HML      -0.000017
dtype: float64, 91873: const     0.001554
vwretd    0.045060
SMB      -0.000688
HML      -0.000831
dtype: float64, 91874: const    -0.000287
vwretd    0.611479
SMB      -0.001024
HML       0.000647
dtype: float64, 91875: const     0.002330
vwretd    1.007751
SMB       0.000178
HML      -0.000574
dtype: float64, 91876: const    -0.000572
vwretd    1.040801
SMB       0.001000
HML      -0.002723
dtype: float64, 91877: const    -0.002705
vwretd    0.996082
SMB      -0.000313
HML      -0.000861
dtype: float64, 91878: const    -0.003606
vwretd    0.971515
SMB       0.000145
HML      -0.002186
dtype: float64, 91879: const    -0.004121
vwretd    1.039916
SMB      -0.000845
HML       0.000129
dtype: float64, 91880: const    -0.003809
vwretd    1.123757
SMB      -0.000996
HML      -0.002026
dtype: float64, 91881: const    -0.007522
vwretd    1.498126
SMB      -0.004544
HML      -0.002557
dtype: float64, 91882: const    -0.010246
vwretd    1.576372
SMB      -0.002955
HML      -0.000143
dtype: float64, 91883: const     0.015180
vwretd    0.851996
SMB       0.003662
HML       0.003325
dtype: float64, 91884: const    -0.010193
vwretd    0.880926
SMB      -0.000424
HML      -0.004251
dtype: float64, 91885: const     0.005565
vwretd    0.060530
SMB       0.006061
HML      -0.000432
dtype: float64, 91886: const    -0.004292
vwretd    1.032728
SMB      -0.001728
HML       0.000856
dtype: float64, 91887: const    -0.002772
vwretd    0.359413
SMB       0.003544
HML       0.005357
dtype: float64, 91888: const     0.001721
vwretd    2.050104
SMB       0.010442
HML      -0.010584
dtype: float64, 91889: const    -0.012749
vwretd    0.873846
SMB       0.005400
HML      -0.006790
dtype: float64, 91890: const     0.016585
vwretd    0.405166
SMB       0.002334
HML      -0.001257
dtype: float64, 91891: const     0.014704
vwretd    1.057673
SMB       0.007676
HML       0.013175
dtype: float64, 91892: const    -0.003882
vwretd    0.498757
SMB       0.008137
HML       0.019046
dtype: float64, 91893: const    -0.004249
vwretd    0.418271
SMB       0.009500
HML       0.013034
dtype: float64, 91894: const     0.037802
vwretd    0.595418
SMB       0.022451
HML      -0.001418
dtype: float64, 91895: const    -0.003175
vwretd    1.026904
SMB       0.003656
HML      -0.000808
dtype: float64, 91896: const    -0.001596
vwretd   -0.104432
SMB      -0.036904
HML       0.034720
dtype: float64, 91897: const     0.005670
vwretd    0.656782
SMB       0.001516
HML       0.012376
dtype: float64, 91898: const     0.035539
vwretd    4.084816
SMB      -0.028971
HML      -0.001965
dtype: float64, 91899: const     0.030286
vwretd    0.899384
SMB       0.013800
HML      -0.004303
dtype: float64, 91900: const     0.008127
vwretd    1.777540
SMB       0.017288
HML      -0.007732
dtype: float64, 91901: const    -0.002680
vwretd    0.888418
SMB       0.004256
HML      -0.001676
dtype: float64, 91902: const    -0.003682
vwretd    1.541868
SMB       0.013166
HML       0.007665
dtype: float64, 91903: const    -0.073899
vwretd    1.799821
SMB      -0.122548
HML       0.092574
dtype: float64, 91904: const    -0.120557
vwretd    1.185065
SMB       0.052301
HML      -0.029982
dtype: float64, 91905: const    -0.025310
vwretd    0.620229
SMB       0.010850
HML       0.002434
dtype: float64, 91906: const     0.018324
vwretd    1.001149
SMB       0.029771
HML      -0.010480
dtype: float64, 91907: const     0.010983
vwretd    1.134208
SMB       0.003177
HML       0.003676
dtype: float64, 91908: const     0.004232
vwretd    0.462471
SMB       0.002027
HML      -0.000970
dtype: float64, 91909: const     0.002738
vwretd    1.156838
SMB       0.004470
HML      -0.004104
dtype: float64, 91910: const     0.006522
vwretd    1.811381
SMB       0.013938
HML      -0.008277
dtype: float64, 91911: const     0.000593
vwretd    0.120122
SMB       0.000356
HML       0.002210
dtype: float64, 91912: const    -0.088316
vwretd    1.881286
SMB       0.012749
HML       0.000321
dtype: float64, 91913: const    -0.000481
vwretd    1.063078
SMB      -0.009884
HML       0.002195
dtype: float64, 91914: const    -0.005701
vwretd    1.413457
SMB      -0.000663
HML       0.001172
dtype: float64, 91915: const    -0.002572
vwretd    1.507407
SMB       0.003525
HML       0.001434
dtype: float64, 91916: const     0.002214
vwretd    0.960251
SMB       0.002528
HML      -0.001517
dtype: float64, 91917: const    -0.027593
vwretd    0.000556
SMB       0.011111
HML      -0.007951
dtype: float64, 91918: const     0.001009
vwretd    1.020022
SMB       0.000367
HML      -0.004067
dtype: float64, 91919: const     0.001066
vwretd    1.400085
SMB       0.043295
HML       0.021919
dtype: float64, 91920: const    -0.024539
vwretd    0.000695
SMB       0.020827
HML      -0.010223
dtype: float64, 91921: const    -0.004617
vwretd    1.386399
SMB       0.001595
HML      -0.003610
dtype: float64, 91922: const    -0.007376
vwretd    0.000514
SMB       0.017528
HML      -0.017643
dtype: float64, 91923: const    -0.005622
vwretd    0.000487
SMB       0.020614
HML      -0.011229
dtype: float64, 91924: const    -0.022292
vwretd    0.000497
SMB       0.011447
HML      -0.007477
dtype: float64, 91925: const    -0.028603
vwretd    0.000506
SMB       0.007109
HML      -0.008238
dtype: float64, 91926: const     0.006993
vwretd    0.681949
SMB       0.005722
HML       0.010822
dtype: float64, 91927: const    -0.009261
vwretd    1.336204
SMB       0.008101
HML       0.012606
dtype: float64, 91928: const    -0.006728
vwretd    2.110487
SMB       0.015871
HML       0.001066
dtype: float64, 91929: const     0.004958
vwretd    1.319649
SMB       0.003807
HML       0.002931
dtype: float64, 91930: const     0.002009
vwretd    0.721824
SMB       0.001267
HML       0.001077
dtype: float64, 91931: const     0.004459
vwretd    0.369919
SMB       0.003612
HML       0.003818
dtype: float64, 91932: const     0.000423
vwretd    0.954516
SMB       0.002299
HML      -0.004944
dtype: float64, 91933: const     0.000433
vwretd    0.484545
SMB       0.000872
HML       0.000364
dtype: float64, 91934: const    -0.012659
vwretd    1.562852
SMB      -0.002638
HML       0.000191
dtype: float64, 91935: const    -0.079397
vwretd    2.389942
SMB      -0.010322
HML       0.039923
dtype: float64, 91936: const     0.002176
vwretd    0.011110
SMB       0.001068
HML      -0.001321
dtype: float64, 91937: const     0.008490
vwretd    0.715350
SMB       0.002702
HML      -0.002041
dtype: float64, 91938: const    -0.004336
vwretd    0.843213
SMB      -0.001497
HML       0.000302
dtype: float64, 91939: const    -0.000202
vwretd    0.631083
SMB      -0.001672
HML       0.000392
dtype: float64, 91940: const    -0.008556
vwretd   -0.146593
SMB       0.005702
HML      -0.004936
dtype: float64, 91941: const     0.002451
vwretd    0.008510
SMB       0.001557
HML      -0.000863
dtype: float64, 91942: const    -0.008608
vwretd    0.983935
SMB       0.012197
HML      -0.013310
dtype: float64, 91943: const    -0.042576
vwretd    0.781852
SMB       0.004231
HML       0.004659
dtype: float64, 91944: const    -0.004249
vwretd    1.050843
SMB       0.000286
HML       0.000351
dtype: float64, 91945: const    -0.004351
vwretd    1.027372
SMB      -0.001780
HML       0.000879
dtype: float64, 91946: const    -0.130396
vwretd    0.660755
SMB       0.011184
HML      -0.030546
dtype: float64, 91947: const    -0.018687
vwretd    0.391463
SMB      -0.003386
HML       0.001762
dtype: float64, 91948: const     0.002956
vwretd    0.153897
SMB      -0.002252
HML      -0.002725
dtype: float64, 91949: const     0.002416
vwretd    0.087765
SMB      -0.000950
HML      -0.001254
dtype: float64, 91950: const     0.001482
vwretd    0.022157
SMB      -0.000303
HML      -0.000375
dtype: float64, 91951: const     0.057076
vwretd   -0.631980
SMB       0.000799
HML      -0.009471
dtype: float64, 91952: const     0.001744
vwretd    0.076797
SMB      -0.000745
HML      -0.001017
dtype: float64, 91954: const    -0.004887
vwretd    0.739233
SMB       0.000760
HML       0.004887
dtype: float64, 91955: const    -0.083404
vwretd   -0.441866
SMB       0.028627
HML      -0.001993
dtype: float64, 91956: const     0.003574
vwretd    0.282373
SMB      -0.001417
HML      -0.003056
dtype: float64, 91957: const    -0.042471
vwretd    1.807131
SMB      -0.002253
HML      -0.012334
dtype: float64, 91958: const     -0.541936
vwretd   -25.523892
SMB        0.441667
HML       -0.228856
dtype: float64, 91959: const     0.004826
vwretd    0.197921
SMB       0.005269
HML       0.002542
dtype: float64, 91961: const    -0.506556
vwretd    0.005287
SMB       0.010113
HML       0.066185
dtype: float64, 91962: const      0.727329
vwretd    60.123231
SMB       -0.832752
HML        0.478055
dtype: float64, 91963: const    -0.033643
vwretd    2.214730
SMB      -0.019271
HML      -0.000723
dtype: float64, 91964: const    -0.029624
vwretd    1.649224
SMB       0.026003
HML      -0.006262
dtype: float64, 91965: const    -0.026516
vwretd    2.002123
SMB       0.000402
HML      -0.008028
dtype: float64, 91966: const     0.001696
vwretd    1.372783
SMB       0.008945
HML       0.006766
dtype: float64, 91967: const    -0.011906
vwretd    1.547373
SMB       0.015120
HML       0.005034
dtype: float64, 91968: const     0.002525
vwretd    0.322848
SMB       0.005413
HML       0.004278
dtype: float64, 91969: const    -0.050909
vwretd    1.962415
SMB       0.016627
HML      -0.022698
dtype: float64, 91970: const     0.007961
vwretd    0.518806
SMB       0.002463
HML       0.005094
dtype: float64, 91971: const     0.083552
vwretd    0.020183
SMB       0.002379
HML       0.015643
dtype: float64, 91972: const    -0.067579
vwretd   -0.384834
SMB       0.038122
HML       0.033714
dtype: float64, 91973: const     0.017716
vwretd    0.608444
SMB      -0.002771
HML      -0.001422
dtype: float64, 91974: const    -0.006886
vwretd    1.191501
SMB       0.002561
HML      -0.004229
dtype: float64, 91975: const     0.002651
vwretd    1.188001
SMB       0.003863
HML       0.000360
dtype: float64, 91976: const    -0.011447
vwretd    1.389178
SMB       0.005811
HML      -0.010033
dtype: float64, 91977: const     0.007250
vwretd    0.595836
SMB       0.007197
HML      -0.002246
dtype: float64, 91978: const    -0.003811
vwretd    1.007685
SMB      -0.002067
HML      -0.000363
dtype: float64, 91979: const     0.007374
vwretd    1.547773
SMB       0.010156
HML       0.000777
dtype: float64, 91980: const     0.001351
vwretd   -0.012589
SMB       0.003056
HML      -0.001336
dtype: float64, 91981: const    -0.001895
vwretd    1.035012
SMB       0.001079
HML      -0.001822
dtype: float64, 91982: const     0.006751
vwretd    0.085134
SMB      -0.004208
HML      -0.002339
dtype: float64, 91983: const     0.011606
vwretd    1.648615
SMB       0.012347
HML       0.010245
dtype: float64, 91984: const    -0.058056
vwretd    2.682229
SMB       0.022525
HML      -0.012025
dtype: float64, 91985: const    -0.020067
vwretd    1.266618
SMB      -0.003300
HML       0.005736
dtype: float64, 91986: const    -0.047829
vwretd    0.635312
SMB       0.013172
HML       0.002995
dtype: float64, 91987: const     0.003246
vwretd    0.008266
SMB       0.000611
HML      -0.000713
dtype: float64, 91988: const     0.002561
vwretd    0.955863
SMB      -0.001709
HML      -0.003266
dtype: float64, 91989: const     0.000793
vwretd    1.067133
SMB       0.003490
HML       0.005016
dtype: float64, 91990: const     0.000236
vwretd    1.021824
SMB       0.004122
HML      -0.001973
dtype: float64, 91991: const    -0.003947
vwretd    1.422195
SMB       0.005415
HML       0.005882
dtype: float64, 91992: const    -0.000915
vwretd    1.018937
SMB       0.001333
HML       0.002684
dtype: float64, 91993: const     0.000623
vwretd    1.019503
SMB       0.001064
HML       0.001187
dtype: float64, 91994: const     0.016190
vwretd    0.479118
SMB       0.014899
HML      -0.003378
dtype: float64, 91995: const    -0.000263
vwretd    1.166797
SMB       0.004079
HML       0.002301
dtype: float64, 91996: const     0.003683
vwretd    0.690394
SMB      -0.000949
HML       0.001368
dtype: float64, 91997: const    -0.004720
vwretd    1.421204
SMB       0.006672
HML       0.007522
dtype: float64, 91998: const     0.001181
vwretd    1.044664
SMB       0.001930
HML       0.006030
dtype: float64, 91999: const     0.004220
vwretd    0.808607
SMB       0.003094
HML      -0.002563
dtype: float64, 92000: const    -0.000563
vwretd    1.185682
SMB       0.003457
HML       0.001673
dtype: float64, 92001: const     0.000423
vwretd    1.271126
SMB       0.002418
HML       0.003731
dtype: float64, 92002: const     0.001226
vwretd    1.214413
SMB       0.003281
HML      -0.002931
dtype: float64, 92003: const     0.002164
vwretd    0.631441
SMB      -0.002973
HML       0.000590
dtype: float64, 92004: const     0.000537
vwretd    1.042497
SMB       0.008989
HML       0.003239
dtype: float64, 92005: const     0.000774
vwretd    1.058856
SMB       0.005164
HML       0.001821
dtype: float64, 92006: const    -0.082394
vwretd    1.303624
SMB       0.004404
HML       0.008141
dtype: float64, 92007: const     0.000753
vwretd    1.041542
SMB       0.000737
HML       0.004472
dtype: float64, 92008: const     0.000220
vwretd    1.012359
SMB       0.001418
HML      -0.002625
dtype: float64, 92009: const    -0.020519
vwretd    0.723620
SMB       0.014093
HML      -0.005789
dtype: float64, 92010: const    -0.000465
vwretd    0.800696
SMB       0.012648
HML       0.003994
dtype: float64, 92011: const    -0.008503
vwretd    1.434986
SMB       0.004245
HML      -0.002814
dtype: float64, 92012: const      2.368084
vwretd    35.949026
SMB       -0.751634
HML        0.065466
dtype: float64, 92013: const    -0.087517
vwretd    0.787417
SMB       0.007133
HML       0.053751
dtype: float64, 92014: const    -0.003670
vwretd    1.016228
SMB       0.014377
HML      -0.003578
dtype: float64, 92015: const    -0.016241
vwretd    1.948064
SMB       0.002529
HML      -0.009573
dtype: float64, 92016: const     0.001158
vwretd    0.667752
SMB       0.001586
HML      -0.001110
dtype: float64, 92017: const     0.002047
vwretd    1.530454
SMB      -0.005884
HML      -0.002433
dtype: float64, 92018: const     0.020352
vwretd    1.425578
SMB       0.016913
HML       0.007514
dtype: float64, 92019: const     0.002109
vwretd    1.491729
SMB      -0.004054
HML       0.003482
dtype: float64, 92020: const    -0.003814
vwretd    0.403256
SMB       0.021980
HML       0.011976
dtype: float64, 92021: const     0.009769
vwretd    0.586807
SMB       0.003905
HML       0.001163
dtype: float64, 92022: const    -0.032868
vwretd    0.859477
SMB      -0.001646
HML       0.015256
dtype: float64, 92023: const     0.001704
vwretd    0.066111
SMB      -0.000837
HML      -0.001079
dtype: float64, 92024: const     0.001437
vwretd    0.150057
SMB      -0.000895
HML      -0.001314
dtype: float64, 92025: const     0.003764
vwretd   -0.038344
SMB      -0.002866
HML      -0.003753
dtype: float64, 92026: const     0.001693
vwretd   -0.011372
SMB      -0.000610
HML      -0.000958
dtype: float64, 92027: const     0.000481
vwretd   -0.003883
SMB       0.000006
HML       0.000004
dtype: float64, 92028: const     0.001724
vwretd    0.001635
SMB       0.002940
HML      -0.001362
dtype: float64, 92029: const     0.005496
vwretd    1.348370
SMB       0.015448
HML       0.002936
dtype: float64, 92030: const     0.043299
vwretd    2.523009
SMB      -0.056675
HML      -0.004060
dtype: float64, 92031: const    -0.032507
vwretd    1.993876
SMB      -0.006523
HML      -0.006470
dtype: float64, 92032: const    -0.013076
vwretd    1.357516
SMB       0.009163
HML      -0.001967
dtype: float64, 92033: const    -0.046516
vwretd   -0.229196
SMB       0.074196
HML       0.013881
dtype: float64, 92034: const     0.003203
vwretd    1.508879
SMB       0.007258
HML      -0.007611
dtype: float64, 92035: const    -0.000931
vwretd    1.733239
SMB       0.022408
HML       0.000421
dtype: float64, 92036: const    -0.011206
vwretd    2.760108
SMB       0.014562
HML      -0.010573
dtype: float64, 92037: const    -0.227407
vwretd   -1.991548
SMB       0.045710
HML       0.037618
dtype: float64, 92038: const    -0.006015
vwretd    1.072448
SMB       0.002598
HML      -0.004879
dtype: float64, 92039: const     0.003366
vwretd    1.013405
SMB       0.002577
HML      -0.004450
dtype: float64, 92040: const     0.010097
vwretd    0.887749
SMB       0.017187
HML      -0.011793
dtype: float64, 92041: const    -0.006777
vwretd    0.724626
SMB       0.003234
HML       0.004262
dtype: float64, 92042: const     0.080616
vwretd    1.642278
SMB      -0.061783
HML       0.038158
dtype: float64, 92043: const     0.004633
vwretd    0.755822
SMB       0.002836
HML       0.001810
dtype: float64, 92044: const     0.018419
vwretd    1.879447
SMB      -0.001526
HML       0.006418
dtype: float64, 92045: const     0.019964
vwretd    1.543249
SMB       0.029017
HML      -0.006115
dtype: float64, 92046: const    -0.014423
vwretd    2.615287
SMB      -0.008128
HML       0.002595
dtype: float64, 92047: const    -0.028611
vwretd    1.458635
SMB       0.004691
HML       0.000376
dtype: float64, 92048: const    -0.016844
vwretd    2.208476
SMB      -0.030632
HML      -0.009421
dtype: float64, 92049: const     0.012832
vwretd    1.163278
SMB       0.033977
HML       0.029048
dtype: float64, 92050: const     0.012930
vwretd    1.199882
SMB       0.006530
HML      -0.004798
dtype: float64, 92051: const    -0.008846
vwretd    1.090832
SMB       0.008231
HML      -0.003855
dtype: float64, 92052: const     0.006048
vwretd    1.204531
SMB       0.013016
HML      -0.000426
dtype: float64, 92053: const    -0.039886
vwretd    0.911759
SMB       0.024539
HML      -0.008133
dtype: float64, 92054: const    -0.028663
vwretd    1.406416
SMB       0.009496
HML      -0.027605
dtype: float64, 92055: const     0.129803
vwretd    9.321349
SMB      -0.088206
HML       0.063271
dtype: float64, 92056: const    -0.003398
vwretd    1.186389
SMB       0.002112
HML      -0.002026
dtype: float64, 92057: const     0.015950
vwretd    0.837867
SMB       0.013932
HML      -0.008880
dtype: float64, 92058: const     0.001732
vwretd    0.994746
SMB       0.004251
HML       0.000186
dtype: float64, 92059: const    -0.015287
vwretd    1.242504
SMB       0.003736
HML       0.002252
dtype: float64, 92060: const    -0.000770
vwretd    0.995734
SMB       0.000995
HML       0.002270
dtype: float64, 92061: const    -0.003798
vwretd    0.946567
SMB       0.001018
HML       0.003490
dtype: float64, 92062: const    -0.000248
vwretd    1.107176
SMB       0.004811
HML       0.009253
dtype: float64, 92063: const    -0.003678
vwretd    1.148939
SMB       0.004989
HML       0.008753
dtype: float64, 92064: const     0.001959
vwretd    0.837863
SMB      -0.000181
HML       0.002021
dtype: float64, 92065: const     0.037698
vwretd    0.613398
SMB       0.010576
HML       0.030034
dtype: float64, 92073: const     0.003954
vwretd    0.751797
SMB       0.007521
HML       0.008048
dtype: float64, 92081: const    -0.105318
vwretd    1.479238
SMB       0.009697
HML       0.023207
dtype: float64, 92086: const    -0.100324
vwretd    0.677204
SMB       0.007955
HML      -0.006614
dtype: float64, 92087: const     0.012024
vwretd    1.504004
SMB      -0.008048
HML      -0.005831
dtype: float64, 92088: const    -0.035830
vwretd    0.813534
SMB       0.008152
HML       0.011431
dtype: float64, 92089: const     0.007976
vwretd    2.443120
SMB      -0.006604
HML      -0.000990
dtype: float64, 92090: const    -0.001336
vwretd    1.171770
SMB       0.003812
HML       0.007026
dtype: float64, 92091: const    -0.034875
vwretd    1.219953
SMB       0.015817
HML      -0.011340
dtype: float64, 92092: const     0.059041
vwretd    1.501539
SMB       0.005622
HML       0.002227
dtype: float64, 92093: const    -0.002860
vwretd    0.949367
SMB      -0.010179
HML       0.013338
dtype: float64, 92094: const     0.003377
vwretd    0.011846
SMB       0.010509
HML       0.006052
dtype: float64, 92095: const    -0.000954
vwretd    1.074540
SMB       0.009526
HML      -0.001902
dtype: float64, 92096: const     0.022694
vwretd    1.239654
SMB       0.007068
HML      -0.001242
dtype: float64, 92097: const    -0.003838
vwretd    1.019546
SMB       0.011540
HML      -0.006080
dtype: float64, 92098: const     0.015532
vwretd    1.636074
SMB       0.050425
HML      -0.020910
dtype: float64, 92099: const    -0.032184
vwretd    2.563770
SMB       0.036133
HML      -0.039276
dtype: float64, 92100: const    -0.015975
vwretd    1.101164
SMB       0.001730
HML      -0.001813
dtype: float64, 92101: const    -0.007073
vwretd    0.206845
SMB       0.004495
HML       0.002774
dtype: float64, 92102: const    -0.012976
vwretd    1.185584
SMB       0.020697
HML      -0.002242
dtype: float64, 92103: const     0.028668
vwretd    1.461110
SMB       0.004667
HML      -0.007597
dtype: float64, 92104: const     0.053145
vwretd    1.550918
SMB       0.009549
HML      -0.024342
dtype: float64, 92105: const     0.034442
vwretd    3.237038
SMB      -0.023108
HML       0.010511
dtype: float64, 92106: const     0.002613
vwretd    0.010286
SMB       0.000936
HML      -0.001145
dtype: float64, 92107: const     0.003288
vwretd    0.058140
SMB       0.001630
HML      -0.001656
dtype: float64, 92108: const     0.004732
vwretd    1.801755
SMB      -0.003299
HML       0.001940
dtype: float64, 92109: const     0.042481
vwretd    1.701022
SMB       0.022571
HML      -0.004064
dtype: float64, 92110: const    -0.003452
vwretd    1.299193
SMB       0.000073
HML      -0.001926
dtype: float64, 92111: const     0.008986
vwretd    0.756598
SMB      -0.003539
HML       0.008591
dtype: float64, 92112: const    -0.051856
vwretd    2.464811
SMB       0.003133
HML      -0.006713
dtype: float64, 92115: const    -0.006325
vwretd    1.223509
SMB      -0.001487
HML       0.001753
dtype: float64, 92116: const    -0.011726
vwretd    1.344291
SMB      -0.000053
HML       0.000758
dtype: float64, 92118: const     0.006255
vwretd    1.076671
SMB      -0.008157
HML       0.004634
dtype: float64, 92119: const     0.004831
vwretd    1.373482
SMB       0.002630
HML      -0.001554
dtype: float64, 92120: const    -0.001313
vwretd    1.014243
SMB      -0.000764
HML       0.000427
dtype: float64, 92121: const     0.006476
vwretd    1.261467
SMB       0.003170
HML       0.008387
dtype: float64, 92122: const    -0.003144
vwretd    1.656650
SMB       0.005255
HML      -0.004542
dtype: float64, 92123: const     0.001698
vwretd    0.828902
SMB       0.002500
HML      -0.000648
dtype: float64, 92124: const    -0.011709
vwretd    0.676592
SMB      -0.000672
HML      -0.008351
dtype: float64, 92125: const    -0.004181
vwretd    1.087044
SMB      -0.002158
HML       0.003185
dtype: float64, 92126: const    -0.044914
vwretd    2.803852
SMB       0.017636
HML      -0.012676
dtype: float64, 92127: const     0.009272
vwretd    0.504837
SMB       0.002189
HML      -0.003951
dtype: float64, 92128: const     0.000112
vwretd    1.026650
SMB       0.000199
HML       0.000676
dtype: float64, 92129: const    -0.004863
vwretd    1.269687
SMB       0.002353
HML       0.014351
dtype: float64, 92130: const    -0.024767
vwretd    1.477636
SMB       0.021555
HML      -0.004267
dtype: float64, 92131: const    -0.022228
vwretd    1.944426
SMB      -0.001191
HML      -0.008494
dtype: float64, 92132: const     0.017643
vwretd    1.605300
SMB       0.011034
HML       0.002639
dtype: float64, 92133: const     0.005228
vwretd    1.504320
SMB       0.004045
HML      -0.002994
dtype: float64, 92134: const    -0.000466
vwretd    1.523203
SMB       0.002101
HML      -0.002214
dtype: float64, 92135: const    -0.009291
vwretd    1.442484
SMB       0.005089
HML      -0.003342
dtype: float64, 92136: const    -0.003737
vwretd    1.103077
SMB      -0.000105
HML      -0.000821
dtype: float64, 92137: const    -0.041137
vwretd    1.169582
SMB       0.017001
HML       0.007929
dtype: float64, 92138: const    -0.005976
vwretd    0.767040
SMB       0.003759
HML      -0.000507
dtype: float64, 92139: const    -0.002718
vwretd    1.355372
SMB      -0.002819
HML       0.000848
dtype: float64, 92140: const    -0.004490
vwretd    1.066128
SMB      -0.001569
HML       0.003131
dtype: float64, 92141: const    -0.004387
vwretd    1.129180
SMB      -0.001441
HML      -0.000635
dtype: float64, 92142: const    -0.004043
vwretd    1.276471
SMB      -0.002390
HML      -0.000822
dtype: float64, 92143: const    -0.000034
vwretd    1.352296
SMB       0.012423
HML      -0.004386
dtype: float64, 92144: const     0.007186
vwretd    0.402914
SMB      -0.000662
HML      -0.003260
dtype: float64, 92145: const     0.009381
vwretd    0.750155
SMB       0.003948
HML      -0.001900
dtype: float64, 92146: const    -0.016919
vwretd    2.590128
SMB      -0.008953
HML      -0.010342
dtype: float64, 92147: const     0.002896
vwretd    0.021461
SMB       0.000941
HML      -0.000830
dtype: float64, 92148: const    -0.008698
vwretd    1.434904
SMB      -0.002071
HML      -0.004476
dtype: float64, 92149: const     0.000669
vwretd    0.658129
SMB       0.002072
HML       0.001235
dtype: float64, 92150: const    -0.039149
vwretd    1.807416
SMB       0.006577
HML       0.000741
dtype: float64, 92151: const     0.001628
vwretd    0.060496
SMB       0.002821
HML      -0.001394
dtype: float64, 92152: const    -0.007334
vwretd    1.085339
SMB      -0.001956
HML       0.000569
dtype: float64, 92153: const     0.007595
vwretd    0.429469
SMB       0.021021
HML       0.015535
dtype: float64, 92154: const    -0.040305
vwretd    2.829111
SMB       0.006643
HML      -0.009411
dtype: float64, 92155: const    -0.006807
vwretd    1.211165
SMB       0.012769
HML       0.013983
dtype: float64, 92156: const     0.007220
vwretd    0.882940
SMB       0.003420
HML      -0.002618
dtype: float64, 92157: const     0.001286
vwretd    1.461931
SMB       0.004513
HML       0.002283
dtype: float64, 92158: const     0.003772
vwretd    0.057176
SMB       0.002459
HML      -0.001036
dtype: float64, 92159: const    -0.011855
vwretd    0.032616
SMB      -0.006101
HML       0.001267
dtype: float64, 92160: const     0.001060
vwretd   -0.017117
SMB      -0.001605
HML       0.000177
dtype: float64, 92161: const     0.068836
vwretd   -2.043456
SMB       0.039112
HML       0.023453
dtype: float64, 92162: const     0.003820
vwretd   -0.225821
SMB      -0.002163
HML       0.005515
dtype: float64, 92163: const     0.001579
vwretd   -0.680299
SMB      -0.009545
HML       0.003476
dtype: float64, 92164: const    -0.016938
vwretd   -0.225476
SMB      -0.009922
HML      -0.022225
dtype: float64, 92165: const     0.004852
vwretd   -0.346274
SMB       0.001438
HML       0.014206
dtype: float64, 92166: const    -0.012601
vwretd    1.387190
SMB       0.000574
HML       0.001601
dtype: float64, 92167: const    -0.002451
vwretd    1.330789
SMB      -0.003702
HML      -0.002445
dtype: float64, 92168: const    -0.005811
vwretd    1.200409
SMB      -0.001912
HML       0.000089
dtype: float64, 92169: const     0.005153
vwretd    1.313485
SMB       0.000692
HML       0.001991
dtype: float64, 92170: const     0.005651
vwretd    0.510292
SMB       0.001086
HML      -0.000011
dtype: float64, 92171: const    -0.003479
vwretd    1.187973
SMB      -0.001044
HML      -0.001539
dtype: float64, 92172: const     0.000256
vwretd    1.214220
SMB       0.019055
HML       0.006062
dtype: float64, 92173: const     0.000393
vwretd    0.461811
SMB       0.000053
HML      -0.001888
dtype: float64, 92174: const     0.011565
vwretd    1.051506
SMB      -0.001163
HML      -0.002184
dtype: float64, 92175: const     0.002032
vwretd    0.053410
SMB       0.001972
HML      -0.001393
dtype: float64, 92176: const     0.000153
vwretd    0.660119
SMB      -0.001605
HML       0.010306
dtype: float64, 92177: const    -0.019159
vwretd    1.037761
SMB       0.014723
HML      -0.002865
dtype: float64, 92178: const    -0.039983
vwretd    1.689685
SMB       0.007829
HML      -0.010423
dtype: float64, 92179: const     0.003463
vwretd    0.066961
SMB       0.000857
HML      -0.002090
dtype: float64, 92180: const    -0.121380
vwretd    1.330437
SMB       0.019341
HML       0.030385
dtype: float64, 92181: const     0.001929
vwretd    1.165298
SMB       0.002690
HML      -0.005981
dtype: float64, 92182: const     0.034330
vwretd    1.356423
SMB       0.008860
HML      -0.003536
dtype: float64, 92183: const     0.029481
vwretd    1.126743
SMB       0.004583
HML       0.023959
dtype: float64, 92184: const     0.005660
vwretd    0.448449
SMB       0.016208
HML      -0.003160
dtype: float64, 92185: const    -0.009537
vwretd    0.329854
SMB       0.003149
HML      -0.004775
dtype: float64, 92186: const    -0.080943
vwretd    1.151661
SMB       0.035139
HML       0.000038
dtype: float64, 92187: const    -0.004174
vwretd    1.031216
SMB      -0.002032
HML       0.001019
dtype: float64, 92188: const     0.000287
vwretd    1.652029
SMB       0.004497
HML      -0.003730
dtype: float64, 92189: const    -0.003261
vwretd    0.930003
SMB      -0.001135
HML       0.002630
dtype: float64, 92190: const    -0.029890
vwretd    1.511542
SMB       0.017666
HML      -0.015262
dtype: float64, 92191: const     0.010090
vwretd    0.511944
SMB      -0.002871
HML      -0.000665
dtype: float64, 92192: const     0.019050
vwretd    0.344265
SMB       0.005776
HML       0.004190
dtype: float64, 92193: const    -0.099155
vwretd   -0.036179
SMB       0.044578
HML       0.026674
dtype: float64, 92195: const     0.004386
vwretd    0.272021
SMB       0.007338
HML       0.005315
dtype: float64, 92196: const    -0.129334
vwretd    1.450818
SMB       0.019372
HML       0.020473
dtype: float64, 92197: const     0.005123
vwretd    0.916379
SMB       0.015961
HML       0.006407
dtype: float64, 92198: const     0.019521
vwretd    0.387186
SMB       0.003265
HML       0.016809
dtype: float64, 92199: const    -0.040282
vwretd    1.852158
SMB      -0.013520
HML      -0.002711
dtype: float64, 92200: const    -0.226491
vwretd    5.040526
SMB       0.091208
HML       0.008981
dtype: float64, 92201: const     0.008523
vwretd    0.201672
SMB       0.000547
HML       0.001021
dtype: float64, 92202: const    -0.023085
vwretd    0.745591
SMB       0.005160
HML       0.006612
dtype: float64, 92203: const     0.013867
vwretd    1.527958
SMB       0.004185
HML      -0.000680
dtype: float64, 92204: const     0.001342
vwretd    1.600409
SMB      -0.002569
HML       0.000304
dtype: float64, 92205: const    -0.024673
vwretd    2.063503
SMB      -0.005514
HML       0.010370
dtype: float64, 92206: const    -0.004499
vwretd    1.519418
SMB       0.000105
HML       0.003780
dtype: float64, 92207: const     0.000722
vwretd    1.066016
SMB       0.015576
HML      -0.003522
dtype: float64, 92208: const    -0.338858
vwretd   -1.855665
SMB      -0.006852
HML      -0.010280
dtype: float64, 92209: const    -0.004820
vwretd    1.861694
SMB       0.000373
HML       0.015928
dtype: float64, 92210: const     0.000892
vwretd    1.384828
SMB       0.001454
HML       0.002506
dtype: float64, 92211: const     0.007781
vwretd    1.121584
SMB       0.013846
HML      -0.007032
dtype: float64, 92212: const    -0.038804
vwretd    0.533271
SMB      -0.000012
HML       0.002442
dtype: float64, 92213: const    -0.001352
vwretd    1.988577
SMB       0.034303
HML      -0.002294
dtype: float64, 92214: const     0.018292
vwretd    0.906963
SMB      -0.004805
HML       0.000991
dtype: float64, 92215: const    -0.019990
vwretd    2.632833
SMB      -0.002144
HML       0.005252
dtype: float64, 92216: const    -0.019524
vwretd    3.293982
SMB      -0.012339
HML       0.001870
dtype: float64, 92217: const    -0.022119
vwretd    0.546688
SMB       0.026784
HML       0.015710
dtype: float64, 92218: const    -0.009476
vwretd    1.942828
SMB       0.015897
HML      -0.037677
dtype: float64, 92219: const     0.152367
vwretd   -5.306432
SMB       0.020860
HML      -0.023777
dtype: float64, 92220: const     0.006068
vwretd    0.831240
SMB       0.005709
HML      -0.006667
dtype: float64, 92221: const     0.013223
vwretd    1.743628
SMB       0.006721
HML      -0.008796
dtype: float64, 92222: const    -0.021820
vwretd    1.889442
SMB       0.010649
HML      -0.004042
dtype: float64, 92223: const    -0.006713
vwretd    0.226072
SMB       0.003323
HML       0.007633
dtype: float64, 92224: const    -0.041205
vwretd    2.209565
SMB      -0.001641
HML       0.001009
dtype: float64, 92225: const     0.001691
vwretd    0.996108
SMB       0.013910
HML       0.004256
dtype: float64, 92226: const     0.009849
vwretd    1.054751
SMB       0.004092
HML      -0.000808
dtype: float64, 92227: const     0.009419
vwretd    0.607884
SMB       0.000558
HML       0.005392
dtype: float64, 92228: const     0.001683
vwretd    1.635296
SMB       0.001106
HML      -0.005851
dtype: float64, 92229: const     0.004901
vwretd    1.132544
SMB       0.005494
HML      -0.002730
dtype: float64, 92230: const    -0.032394
vwretd    0.990984
SMB       0.007505
HML      -0.000492
dtype: float64, 92231: const    -0.006575
vwretd    1.989419
SMB       0.013310
HML       0.002087
dtype: float64, 92232: const    -0.030341
vwretd    2.226943
SMB       0.016791
HML      -0.000627
dtype: float64, 92233: const    -0.056900
vwretd    0.721584
SMB       0.015571
HML       0.014357
dtype: float64, 92234: const    -0.014379
vwretd   -0.103463
SMB       0.004354
HML      -0.004201
dtype: float64, 92235: const     0.167156
vwretd   -0.215012
SMB      -0.173599
HML       0.002232
dtype: float64, 92236: const    -0.001427
vwretd    1.106218
SMB      -0.003027
HML      -0.003893
dtype: float64, 92237: const    -0.000704
vwretd    0.845413
SMB      -0.001077
HML       0.003984
dtype: float64, 92238: const     0.001333
vwretd    0.922901
SMB       0.006221
HML      -0.003454
dtype: float64, 92239: const     0.000722
vwretd    1.309888
SMB       0.005010
HML       0.002583
dtype: float64, 92240: const    -0.006202
vwretd    1.082589
SMB       0.002542
HML       0.004782
dtype: float64, 92241: const    -0.015580
vwretd    1.687072
SMB       0.008446
HML      -0.005563
dtype: float64, 92242: const    -0.251449
vwretd   -3.554379
SMB       0.045833
HML      -0.028812
dtype: float64, 92243: const    -0.039278
vwretd    1.262790
SMB       0.020990
HML      -0.006291
dtype: float64, 92244: const    -0.005734
vwretd    1.891893
SMB      -0.000152
HML      -0.000423
dtype: float64, 92245: const    -0.006054
vwretd    1.597082
SMB       0.009666
HML       0.009332
dtype: float64, 92246: const    -0.006338
vwretd    0.970962
SMB      -0.002227
HML       0.003444
dtype: float64, 92247: const    -0.004403
vwretd    1.073974
SMB      -0.000873
HML       0.001339
dtype: float64, 92248: const     0.012292
vwretd    0.434146
SMB       0.011900
HML      -0.007040
dtype: float64, 92249: const    -0.005345
vwretd    1.044174
SMB      -0.002712
HML       0.000841
dtype: float64, 92250: const     0.003106
vwretd    0.092646
SMB       0.000698
HML      -0.002588
dtype: float64, 92251: const    -0.005866
vwretd    0.911149
SMB      -0.001032
HML       0.000319
dtype: float64, 92252: const    -0.037507
vwretd    0.987014
SMB       0.023951
HML      -0.002043
dtype: float64, 92253: const    -0.009157
vwretd    0.842273
SMB       0.006669
HML      -0.015599
dtype: float64, 92254: const    -0.002695
vwretd    1.502269
SMB       0.010133
HML      -0.008242
dtype: float64, 92255: const     0.003032
vwretd    1.279347
SMB      -0.000897
HML      -0.014777
dtype: float64, 92256: const     0.018366
vwretd   -0.457230
SMB       0.001233
HML      -0.013156
dtype: float64, 92257: const     0.004929
vwretd    1.033540
SMB      -0.002635
HML       0.000715
dtype: float64, 92258: const     0.004786
vwretd    1.443096
SMB       0.003149
HML       0.001654
dtype: float64, 92259: const     0.000597
vwretd    1.893452
SMB      -0.006585
HML       0.003310
dtype: float64, 92260: const     0.004077
vwretd    0.549854
SMB      -0.001392
HML      -0.012438
dtype: float64, 92261: const     0.001366
vwretd    1.160707
SMB      -0.002425
HML      -0.002767
dtype: float64, 92262: const    -0.002479
vwretd    1.625256
SMB       0.002789
HML      -0.008714
dtype: float64, 92263: const     0.003292
vwretd    1.200443
SMB       0.007528
HML       0.007768
dtype: float64, 92264: const    -0.008577
vwretd    1.329588
SMB      -0.004028
HML      -0.007197
dtype: float64, 92265: const    -0.048146
vwretd    1.566569
SMB       0.032983
HML      -0.005941
dtype: float64, 92266: const    -0.050966
vwretd    1.303802
SMB       0.010648
HML      -0.006737
dtype: float64, 92267: const    -0.002912
vwretd    0.864049
SMB      -0.001597
HML      -0.011599
dtype: float64, 92268: const    -0.002068
vwretd    0.442172
SMB       0.026505
HML       0.007338
dtype: float64, 92269: const     0.004953
vwretd    1.023333
SMB       0.005679
HML      -0.008203
dtype: float64, 92270: const    -0.001765
vwretd    1.071773
SMB      -0.000361
HML      -0.000321
dtype: float64, 92271: const    -0.001139
vwretd    0.698846
SMB      -0.000366
HML       0.000142
dtype: float64, 92272: const    -0.005754
vwretd    1.104570
SMB       0.001045
HML      -0.001287
dtype: float64, 92273: const     0.001995
vwretd    0.083904
SMB      -0.000460
HML      -0.000737
dtype: float64, 92274: const    -0.002592
vwretd    1.084454
SMB      -0.001930
HML      -0.000216
dtype: float64, 92275: const    -0.003121
vwretd    1.138020
SMB       0.002183
HML      -0.002813
dtype: float64, 92276: const    -0.050079
vwretd    1.904625
SMB       0.006886
HML       0.002494
dtype: float64, 92277: const    -0.005483
vwretd    1.655332
SMB      -0.000527
HML       0.003612
dtype: float64, 92278: const    -0.017051
vwretd    1.297357
SMB       0.010980
HML      -0.003470
dtype: float64, 92279: const    -0.005045
vwretd    1.043271
SMB      -0.001164
HML       0.002457
dtype: float64, 92280: const    -0.003015
vwretd    1.002629
SMB      -0.000538
HML       0.001058
dtype: float64, 92281: const     0.006360
vwretd    1.640358
SMB       0.003061
HML      -0.002597
dtype: float64, 92282: const     0.004493
vwretd    0.821782
SMB       0.018948
HML       0.008343
dtype: float64, 92283: const     0.158810
vwretd    0.028408
SMB       0.003810
HML       0.106153
dtype: float64, 92284: const    -0.009439
vwretd    1.736234
SMB       0.011099
HML       0.013864
dtype: float64, 92285: const     0.144830
vwretd    0.025891
SMB      -0.002077
HML       0.096768
dtype: float64, 92286: const     0.152948
vwretd    0.027152
SMB       0.000310
HML       0.099644
dtype: float64, 92287: const     0.158526
vwretd    0.027525
SMB      -0.005910
HML       0.095432
dtype: float64, 92288: const     0.117242
vwretd    0.021051
SMB      -0.004930
HML       0.079623
dtype: float64, 92289: const     0.139677
vwretd    0.025953
SMB       0.005186
HML       0.105883
dtype: float64, 92290: const     0.134873
vwretd    0.024311
SMB      -0.001744
HML       0.092700
dtype: float64, 92291: const     0.001992
vwretd    0.085747
SMB      -0.000672
HML      -0.001164
dtype: float64, 92292: const    -0.038218
vwretd    1.102912
SMB      -0.028926
HML      -0.020578
dtype: float64, 92293: const     0.000424
vwretd    0.920892
SMB       0.005124
HML      -0.000559
dtype: float64, 92294: const     0.009952
vwretd    2.091969
SMB       0.009813
HML      -0.003281
dtype: float64, 92295: const    -0.070811
vwretd    2.016732
SMB       0.012572
HML      -0.009673
dtype: float64, 92296: const     0.012521
vwretd    0.927602
SMB       0.003676
HML      -0.007985
dtype: float64, 92297: const     0.013306
vwretd    0.303211
SMB       0.001154
HML      -0.002361
dtype: float64, 92298: const    -0.023727
vwretd    0.738435
SMB       0.067038
HML      -0.011640
dtype: float64, 92299: const     0.016124
vwretd    0.598116
SMB      -0.003848
HML      -0.002715
dtype: float64, 92300: const    -0.003185
vwretd    1.194296
SMB       0.012165
HML      -0.011489
dtype: float64, 92301: const     0.003206
vwretd    0.767208
SMB       0.003052
HML      -0.002166
dtype: float64, 92302: const     0.005694
vwretd    0.963012
SMB       0.012463
HML      -0.006273
dtype: float64, 92303: const     0.003757
vwretd    0.486771
SMB      -0.000151
HML       0.005783
dtype: float64, 92304: const     0.047813
vwretd    1.040948
SMB      -0.007707
HML       0.013562
dtype: float64, 92305: const     -0.099390
vwretd    11.045175
SMB        0.074878
HML        0.133243
dtype: float64, 92306: const     0.006601
vwretd    1.830660
SMB       0.000864
HML       0.000163
dtype: float64, 92307: const     0.002573
vwretd    0.365547
SMB       0.003602
HML       0.001923
dtype: float64, 92308: const     0.014204
vwretd    0.357082
SMB      -0.003927
HML       0.001875
dtype: float64, 92309: const     0.008540
vwretd    0.908796
SMB       0.005643
HML       0.000773
dtype: float64, 92310: const     0.067506
vwretd    3.966037
SMB      -0.040913
HML      -0.013824
dtype: float64, 92311: const    -0.116969
vwretd    0.319988
SMB       0.010186
HML      -0.048072
dtype: float64, 92312: const     0.003598
vwretd    0.898019
SMB       0.031489
HML       0.027191
dtype: float64, 92313: const    -0.010792
vwretd    1.460483
SMB      -0.022154
HML       0.002529
dtype: float64, 92314: const    -0.007163
vwretd    1.595968
SMB       0.002020
HML      -0.005240
dtype: float64, 92315: const    -0.099556
vwretd    2.206667
SMB      -0.000466
HML      -0.012209
dtype: float64, 92316: const     -0.783803
vwretd   -10.001315
SMB        0.335399
HML       -0.131422
dtype: float64, 92317: const     0.024929
vwretd    2.194345
SMB       0.023553
HML       0.014207
dtype: float64, 92318: const     0.004105
vwretd    0.624950
SMB       0.008364
HML       0.009883
dtype: float64, 92319: const    -0.040990
vwretd    0.501303
SMB       0.006693
HML      -0.002950
dtype: float64, 92320: const     0.012523
vwretd    1.272654
SMB       0.008818
HML      -0.013799
dtype: float64, 92321: const    -0.041655
vwretd    0.444524
SMB       0.005858
HML      -0.016133
dtype: float64, 92322: const     0.017947
vwretd    1.075385
SMB       0.006216
HML       0.003208
dtype: float64, 92324: const    -0.014151
vwretd    0.719740
SMB       0.008666
HML      -0.001006
dtype: float64, 92326: const     0.011244
vwretd    1.539363
SMB       0.005216
HML       0.010424
dtype: float64, 92327: const    -0.005747
vwretd    1.238465
SMB       0.003808
HML      -0.003979
dtype: float64, 92328: const    -0.017840
vwretd    2.017865
SMB       0.015012
HML      -0.005157
dtype: float64, 92329: const     0.007017
vwretd    1.047068
SMB       0.003285
HML       0.004579
dtype: float64, 92330: const     0.027292
vwretd    0.875167
SMB       0.001113
HML      -0.020138
dtype: float64, 92331: const     0.015847
vwretd    1.157328
SMB       0.005292
HML      -0.013369
dtype: float64, 92332: const    -0.029732
vwretd    1.574473
SMB       0.010432
HML       0.006076
dtype: float64, 92333: const     0.003983
vwretd    0.073998
SMB       0.001267
HML      -0.001734
dtype: float64, 92334: const     0.004323
vwretd    0.077854
SMB       0.001704
HML      -0.001905
dtype: float64, 92335: const     0.003654
vwretd    0.073470
SMB       0.001192
HML      -0.002076
dtype: float64, 92336: const     0.001772
vwretd    0.102029
SMB      -0.001252
HML      -0.000833
dtype: float64, 92337: const     0.002009
vwretd    0.093590
SMB      -0.000577
HML      -0.000670
dtype: float64, 92338: const     0.004615
vwretd    0.989167
SMB       0.002454
HML      -0.005056
dtype: float64, 92339: const     0.046390
vwretd    1.300465
SMB      -0.005118
HML      -0.005925
dtype: float64, 92340: const    -0.003698
vwretd    1.071774
SMB       0.005815
HML       0.003698
dtype: float64, 92341: const    -0.024474
vwretd    1.298407
SMB       0.001400
HML      -0.001337
dtype: float64, 92343: const     0.002611
vwretd    0.638725
SMB       0.002898
HML       0.001254
dtype: float64, 92344: const    -0.003378
vwretd    1.047329
SMB       0.001918
HML      -0.004606
dtype: float64, 92345: const    -0.013720
vwretd    1.300989
SMB       0.013404
HML      -0.004311
dtype: float64, 92346: const    -0.048043
vwretd    2.767335
SMB       0.014388
HML      -0.002872
dtype: float64, 92347: const     0.002045
vwretd    0.118957
SMB      -0.000766
HML      -0.000992
dtype: float64, 92348: const     0.001744
vwretd    0.110357
SMB      -0.000455
HML      -0.001184
dtype: float64, 92349: const     0.001962
vwretd    0.120599
SMB      -0.000693
HML      -0.001009
dtype: float64, 92350: const     0.002914
vwretd   -0.025531
SMB      -0.001917
HML      -0.002398
dtype: float64, 92351: const    -0.000647
vwretd    0.534291
SMB      -0.002051
HML      -0.001709
dtype: float64, 92352: const     0.001901
vwretd   -1.833991
SMB       0.005031
HML      -0.000836
dtype: float64, 92353: const     0.002299
vwretd   -0.964324
SMB       0.002437
HML      -0.000718
dtype: float64, 92354: const     0.003227
vwretd    1.655750
SMB       0.015003
HML       0.012394
dtype: float64, 92355: const    -0.015523
vwretd    1.592626
SMB       0.002454
HML       0.013666
dtype: float64, 92356: const     0.016350
vwretd    1.807604
SMB       0.086177
HML       0.048269
dtype: float64, 92357: const     0.000964
vwretd    0.030688
SMB      -0.000164
HML      -0.000560
dtype: float64, 92358: const     0.003952
vwretd    0.030247
SMB       0.000380
HML      -0.001631
dtype: float64, 92359: const     0.004419
vwretd    0.075007
SMB      -0.000049
HML      -0.000736
dtype: float64, 92360: const    -0.002107
vwretd    0.301402
SMB      -0.002262
HML      -0.000777
dtype: float64, 92361: const    -0.057619
vwretd    0.721540
SMB       0.021784
HML      -0.007031
dtype: float64, 92362: const    -0.051943
vwretd    0.635497
SMB       0.020464
HML      -0.004599
dtype: float64, 92363: const    -0.016369
vwretd    1.020756
SMB       0.007653
HML      -0.004114
dtype: float64, 92364: const    -0.022332
vwretd    0.503670
SMB       0.018741
HML       0.022987
dtype: float64, 92365: const    -0.027461
vwretd    0.815230
SMB       0.011753
HML      -0.000581
dtype: float64, 92366: const    -0.055453
vwretd    0.609628
SMB       0.022039
HML      -0.004305
dtype: float64, 92367: const    -0.043646
vwretd    0.695460
SMB       0.015224
HML      -0.005386
dtype: float64, 92368: const     0.000450
vwretd    0.290237
SMB      -0.003172
HML      -0.000694
dtype: float64, 92369: const    -0.000100
vwretd    0.612134
SMB      -0.001857
HML      -0.000326
dtype: float64, 92370: const    -0.000032
vwretd    0.805859
SMB      -0.000130
HML       0.000217
dtype: float64, 92371: const    -0.001166
vwretd    1.019515
SMB      -0.002001
HML      -0.001517
dtype: float64, 92372: const    -0.013762
vwretd    0.376099
SMB       0.008429
HML       0.009358
dtype: float64, 92373: const     0.000733
vwretd    0.203116
SMB       0.001418
HML      -0.000834
dtype: float64, 92374: const     0.003953
vwretd    0.093831
SMB       0.001423
HML      -0.001907
dtype: float64, 92375: const    -0.016213
vwretd    1.309823
SMB       0.000122
HML      -0.013379
dtype: float64, 92376: const     0.141687
vwretd    3.977920
SMB      -0.051354
HML      -0.007772
dtype: float64, 92377: const    -0.003031
vwretd    1.017370
SMB       0.000244
HML       0.001192
dtype: float64, 92378: const     0.008477
vwretd    0.350584
SMB       0.007047
HML       0.015941
dtype: float64, 92379: const     0.005595
vwretd    1.456217
SMB       0.001736
HML       0.006335
dtype: float64, 92380: const    -0.047767
vwretd    0.727355
SMB       0.009908
HML       0.009855
dtype: float64, 92381: const     0.020208
vwretd    0.511438
SMB       0.007337
HML      -0.007862
dtype: float64, 92382: const    -0.056813
vwretd    0.004499
SMB       0.029743
HML       0.000228
dtype: float64, 92383: const     0.018451
vwretd   -0.000978
SMB       0.012408
HML       0.003269
dtype: float64, 92384: const    -0.010453
vwretd    1.909202
SMB      -0.016633
HML       0.006994
dtype: float64, 92385: const    -0.006768
vwretd    1.228352
SMB       0.000655
HML       0.002725
dtype: float64, 92386: const    -0.004287
vwretd    1.670795
SMB      -0.007132
HML      -0.001909
dtype: float64, 92387: const    -0.002721
vwretd    1.376252
SMB       0.001248
HML       0.002062
dtype: float64, 92388: const     0.012375
vwretd    0.416335
SMB      -0.002865
HML      -0.004611
dtype: float64, 92389: const    -0.020305
vwretd    1.561935
SMB       0.006546
HML      -0.009493
dtype: float64, 92390: const    -0.002985
vwretd    1.039456
SMB      -0.001019
HML       0.003945
dtype: float64, 92391: const     0.224038
vwretd    3.559000
SMB      -0.060683
HML      -0.005623
dtype: float64, 92392: const    -0.347257
vwretd   -2.918690
SMB       0.095685
HML       0.022416
dtype: float64, 92393: const     0.005271
vwretd    0.923883
SMB       0.005093
HML      -0.006079
dtype: float64, 92394: const    -0.000006
vwretd    1.694183
SMB       0.028791
HML      -0.014408
dtype: float64, 92395: const    -0.035576
vwretd    0.775977
SMB       0.007960
HML       0.010841
dtype: float64, 92396: const    -0.005170
vwretd    0.857704
SMB      -0.002488
HML       0.001833
dtype: float64, 92397: const    -0.006936
vwretd    1.055366
SMB      -0.000715
HML      -0.000323
dtype: float64, 92398: const    -0.002409
vwretd    0.946363
SMB       0.000603
HML      -0.000072
dtype: float64, 92399: const     0.008442
vwretd    0.614474
SMB       0.019112
HML       0.004479
dtype: float64, 92400: const    -0.004122
vwretd    1.622480
SMB       0.007955
HML      -0.000281
dtype: float64, 92401: const    -0.000785
vwretd    0.611548
SMB       0.008938
HML       0.024384
dtype: float64, 92402: const     0.008527
vwretd    1.278329
SMB       0.000255
HML      -0.006918
dtype: float64, 92403: const     0.002305
vwretd    0.434500
SMB       0.000619
HML      -0.006719
dtype: float64, 92404: const     0.013963
vwretd    1.527063
SMB       0.020421
HML      -0.019666
dtype: float64, 92405: const    -0.014176
vwretd    1.662543
SMB       0.006621
HML       0.002082
dtype: float64, 92406: const     0.004859
vwretd    0.555613
SMB       0.001179
HML       0.000205
dtype: float64, 92407: const     0.000510
vwretd   -0.008198
SMB       0.000014
HML      -0.000018
dtype: float64, 92408: const    -0.000768
vwretd    0.474582
SMB       0.000782
HML       0.000165
dtype: float64, 92409: const    -0.008692
vwretd   -1.211455
SMB       0.000095
HML       0.001789
dtype: float64, 92410: const    -0.000818
vwretd   -1.289272
SMB       0.001338
HML      -0.000298
dtype: float64, 92411: const    -0.005020
vwretd   -1.537013
SMB       0.000337
HML       0.000102
dtype: float64, 92412: const     0.000571
vwretd   -0.878567
SMB       0.000147
HML      -0.000252
dtype: float64, 92413: const    -0.014238
vwretd   -1.724515
SMB      -0.013516
HML      -0.006477
dtype: float64, 92414: const    -0.014102
vwretd    1.800020
SMB       0.018380
HML       0.005000
dtype: float64, 92415: const    -0.014521
vwretd   -1.965995
SMB      -0.009469
HML       0.002613
dtype: float64, 92416: const    -0.009976
vwretd    1.984942
SMB       0.013942
HML       0.000091
dtype: float64, 92417: const    -0.010693
vwretd   -1.734246
SMB       0.003896
HML      -0.001569
dtype: float64, 92418: const    -0.002058
vwretd    1.951084
SMB      -0.002422
HML       0.001147
dtype: float64, 92419: const     0.003245
vwretd    0.083364
SMB       0.001354
HML      -0.001614
dtype: float64, 92420: const    -0.065231
vwretd    0.597204
SMB       0.010838
HML       0.001325
dtype: float64, 92421: const    -0.054518
vwretd    2.295937
SMB       0.004579
HML      -0.004473
dtype: float64, 92422: const     0.029853
vwretd    0.832227
SMB      -0.005004
HML      -0.008746
dtype: float64, 92423: const    -0.044911
vwretd    2.371515
SMB       0.004893
HML      -0.000023
dtype: float64, 92424: const     0.120697
vwretd    1.167293
SMB      -0.021311
HML      -0.022674
dtype: float64, 92425: const     0.220135
vwretd    3.718196
SMB      -0.088819
HML      -0.035014
dtype: float64, 92426: const    -0.001866
vwretd    1.436954
SMB       0.009493
HML       0.004478
dtype: float64, 92427: const    -0.021691
vwretd    1.277753
SMB       0.009580
HML      -0.000892
dtype: float64, 92428: const    -0.002274
vwretd    0.470424
SMB       0.010801
HML       0.001361
dtype: float64, 92429: const    -0.023234
vwretd    1.559719
SMB       0.009326
HML       0.009465
dtype: float64, 92430: const    -0.071543
vwretd    1.521232
SMB       0.016532
HML      -0.011681
dtype: float64, 92431: const     0.061172
vwretd    1.326856
SMB      -0.003668
HML      -0.004522
dtype: float64, 92432: const     0.020361
vwretd    0.541975
SMB       0.013133
HML       0.001445
dtype: float64, 92433: const    -0.078942
vwretd    1.787125
SMB       0.006338
HML      -0.010988
dtype: float64, 92434: const     0.000107
vwretd    0.201245
SMB       0.000596
HML      -0.001330
dtype: float64, 92435: const    -0.001323
vwretd   -0.029465
SMB       0.034575
HML      -0.003442
dtype: float64, 92436: const    -0.047516
vwretd    0.062145
SMB       0.041092
HML       0.017680
dtype: float64, 92437: const    -0.005660
vwretd    1.289506
SMB      -0.003675
HML      -0.001537
dtype: float64, 92438: const    -0.004493
vwretd    1.139110
SMB      -0.003131
HML       0.001525
dtype: float64, 92439: const    -0.005797
vwretd    1.047807
SMB      -0.003106
HML       0.000528
dtype: float64, 92440: const     0.000542
vwretd    1.038356
SMB       0.004592
HML       0.005241
dtype: float64, 92441: const    -0.004205
vwretd    1.184774
SMB      -0.000927
HML       0.000421
dtype: float64, 92442: const     0.018993
vwretd    0.716109
SMB       0.008793
HML      -0.000248
dtype: float64, 92443: const     0.004830
vwretd    0.286866
SMB       0.007271
HML       0.005525
dtype: float64, 92444: const     0.043325
vwretd   -0.027516
SMB       0.009789
HML      -0.020380
dtype: float64, 92445: const    -0.031771
vwretd    2.201554
SMB       0.009827
HML       0.000374
dtype: float64, 92446: const     0.009935
vwretd    0.984882
SMB      -0.003038
HML       0.004678
dtype: float64, 92447: const    -0.001186
vwretd    1.984746
SMB       0.016564
HML       0.001253
dtype: float64, 92448: const    -0.016061
vwretd    1.136562
SMB       0.010722
HML      -0.008286
dtype: float64, 92449: const    -0.009042
vwretd    1.113846
SMB       0.019358
HML       0.003788
dtype: float64, 92450: const     0.015326
vwretd    0.559986
SMB       0.004532
HML      -0.000692
dtype: float64, 92451: const     0.035532
vwretd    0.960340
SMB       0.007810
HML       0.003331
dtype: float64, 92452: const     0.040066
vwretd   -0.715824
SMB       0.024881
HML       0.031318
dtype: float64, 92453: const    -0.008186
vwretd    1.290263
SMB       0.030217
HML      -0.005458
dtype: float64, 92454: const     0.015471
vwretd    0.623823
SMB       0.012964
HML       0.001891
dtype: float64, 92455: const     0.025803
vwretd    0.733258
SMB       0.027645
HML      -0.009388
dtype: float64, 92456: const     0.013686
vwretd    0.037008
SMB       0.033162
HML      -0.020313
dtype: float64, 92457: const     0.013036
vwretd    1.218726
SMB       0.003933
HML       0.006040
dtype: float64, 92458: const     0.007508
vwretd    0.056163
SMB       0.010651
HML      -0.009446
dtype: float64, 92459: const     0.107065
vwretd    1.449987
SMB      -0.011009
HML       0.004207
dtype: float64, 92460: const    -0.004964
vwretd    2.387094
SMB       0.008847
HML      -0.007459
dtype: float64, 92461: const    -0.002642
vwretd   -0.259238
SMB      -0.014241
HML       0.032614
dtype: float64, 92462: const    -0.001324
vwretd    1.440124
SMB       0.003568
HML      -0.005867
dtype: float64, 92463: const     0.081977
vwretd    1.864426
SMB       0.007809
HML      -0.008069
dtype: float64, 92464: const     0.005323
vwretd    0.765488
SMB       0.009833
HML      -0.001651
dtype: float64, 92465: const     0.014353
vwretd    1.001095
SMB       0.000209
HML      -0.001389
dtype: float64, 92466: const    -0.004002
vwretd    1.327195
SMB       0.012284
HML       0.000315
dtype: float64, 92467: const    -0.007142
vwretd    0.885365
SMB       0.015045
HML       0.004426
dtype: float64, 92468: const     0.006490
vwretd    0.841614
SMB       0.009504
HML      -0.021200
dtype: float64, 92469: const    -0.004944
vwretd    0.788543
SMB      -0.001926
HML       0.002577
dtype: float64, 92470: const    -0.011696
vwretd    1.646416
SMB       0.005344
HML       0.006082
dtype: float64, 92471: const    -0.001315
vwretd    1.467763
SMB       0.007254
HML       0.004637
dtype: float64, 92472: const    -0.021527
vwretd    2.341027
SMB      -0.008036
HML      -0.010638
dtype: float64, 92474: const     0.005134
vwretd    0.104961
SMB       0.000641
HML      -0.002392
dtype: float64, 92475: const    -0.018748
vwretd    0.821784
SMB       0.010127
HML      -0.007043
dtype: float64, 92476: const    -0.001001
vwretd    1.458956
SMB      -0.003383
HML      -0.006514
dtype: float64, 92477: const    -0.007621
vwretd    0.625981
SMB       0.002878
HML       0.001419
dtype: float64, 92478: const    -0.003858
vwretd    1.661106
SMB       0.022939
HML       0.003849
dtype: float64, 92479: const     0.009428
vwretd    1.171039
SMB       0.017588
HML      -0.003365
dtype: float64, 92480: const     0.003320
vwretd    0.099524
SMB       0.002759
HML      -0.002149
dtype: float64, 92481: const    -0.001839
vwretd    0.135528
SMB       0.005690
HML       0.001097
dtype: float64, 92482: const     0.005961
vwretd    0.128222
SMB      -0.000381
HML      -0.002235
dtype: float64, 92483: const    -0.030250
vwretd    2.771395
SMB      -0.068283
HML       0.009729
dtype: float64, 92484: const    -0.047998
vwretd   -0.258993
SMB       0.039490
HML       0.002410
dtype: float64, 92485: const    -0.053963
vwretd    2.510471
SMB      -0.008225
HML      -0.008243
dtype: float64, 92486: const    -0.008159
vwretd    1.349187
SMB       0.016891
HML      -0.009271
dtype: float64, 92487: const    -0.027833
vwretd    1.078611
SMB       0.047915
HML       0.023395
dtype: float64, 92488: const    -0.000260
vwretd    0.590213
SMB       0.000068
HML      -0.000273
dtype: float64, 92489: const    -0.001482
vwretd    1.027852
SMB      -0.001381
HML       0.000074
dtype: float64, 92490: const    -0.003486
vwretd    1.075062
SMB      -0.000597
HML       0.000221
dtype: float64, 92491: const    -0.000125
vwretd    0.479089
SMB      -0.001327
HML      -0.000569
dtype: float64, 92492: const    -0.002837
vwretd    0.890391
SMB      -0.003019
HML       0.001850
dtype: float64, 92493: const     0.008978
vwretd    0.354136
SMB       0.009778
HML       0.003142
dtype: float64, 92494: const     0.002147
vwretd    0.222674
SMB       0.002263
HML      -0.003241
dtype: float64, 92496: const     0.002262
vwretd    0.081901
SMB      -0.000448
HML      -0.001252
dtype: float64, 92497: const     0.013365
vwretd    1.232578
SMB       0.012977
HML      -0.006005
dtype: float64, 92498: const    -0.001414
vwretd    0.635979
SMB      -0.000536
HML       0.000523
dtype: float64, 92499: const    -0.005683
vwretd    1.171535
SMB      -0.001690
HML      -0.002297
dtype: float64, 92500: const    -0.006906
vwretd    1.130554
SMB       0.000188
HML      -0.000557
dtype: float64, 92501: const     0.008025
vwretd    1.441438
SMB      -0.001498
HML       0.002141
dtype: float64, 92502: const     0.001198
vwretd    0.755965
SMB       0.005005
HML      -0.000797
dtype: float64, 92503: const     0.038293
vwretd    1.240780
SMB      -0.000478
HML      -0.052501
dtype: float64, 92504: const    -0.098416
vwretd    2.139107
SMB       0.071299
HML      -0.016618
dtype: float64, 92505: const     0.030424
vwretd    1.369067
SMB       0.028668
HML       0.011031
dtype: float64, 92506: const     0.005647
vwretd    0.642040
SMB       0.011825
HML      -0.001857
dtype: float64, 92507: const    -0.019277
vwretd    0.518207
SMB      -0.000063
HML      -0.007724
dtype: float64, 92508: const    -0.000175
vwretd    1.101798
SMB       0.013775
HML       0.010118
dtype: float64, 92509: const    -0.008556
vwretd    0.942551
SMB       0.000014
HML       0.004772
dtype: float64, 92510: const     0.003355
vwretd    2.024568
SMB       0.018712
HML      -0.010730
dtype: float64, 92511: const     0.006657
vwretd   -0.145532
SMB      -0.004237
HML      -0.004968
dtype: float64, 92512: const     0.001107
vwretd    1.072921
SMB      -0.001429
HML      -0.003281
dtype: float64, 92513: const     0.001381
vwretd    0.897301
SMB      -0.002012
HML       0.002922
dtype: float64, 92514: const     0.001112
vwretd    0.986955
SMB      -0.001710
HML      -0.000297
dtype: float64, 92515: const    -0.040540
vwretd    1.086787
SMB       0.009428
HML      -0.003462
dtype: float64, 92516: const    -0.072320
vwretd    2.177022
SMB      -0.002562
HML       0.003542
dtype: float64, 92517: const    -0.009110
vwretd    1.209259
SMB       0.003343
HML      -0.004145
dtype: float64, 92518: const    -0.000546
vwretd    0.693328
SMB       0.007735
HML       0.005494
dtype: float64, 92519: const    -0.045439
vwretd    3.883584
SMB      -0.004870
HML      -0.019776
dtype: float64, 92520: const     0.020474
vwretd    0.661317
SMB       0.014145
HML       0.008926
dtype: float64, 92521: const    -0.005585
vwretd    1.083479
SMB       0.012356
HML      -0.010286
dtype: float64, 92522: const     0.023415
vwretd    0.180727
SMB      -0.002768
HML       0.006067
dtype: float64, 92523: const     0.011081
vwretd    0.487877
SMB       0.002911
HML       0.008974
dtype: float64, 92524: const    -0.015951
vwretd    0.742090
SMB       0.023253
HML      -0.000979
dtype: float64, 92525: const    -0.083802
vwretd    0.324967
SMB       0.013664
HML       0.022951
dtype: float64, 92526: const     0.324404
vwretd    7.804424
SMB      -0.240025
HML       0.021983
dtype: float64, 92527: const     0.014659
vwretd    0.818249
SMB       0.003823
HML       0.000899
dtype: float64, 92528: const     0.004527
vwretd    1.050805
SMB       0.016730
HML       0.011560
dtype: float64, 92529: const     0.002920
vwretd    0.383273
SMB       0.002124
HML      -0.001050
dtype: float64, 92530: const    -0.006981
vwretd    1.345764
SMB      -0.010204
HML       0.001071
dtype: float64, 92531: const     0.002157
vwretd    2.377429
SMB       0.025674
HML      -0.014178
dtype: float64, 92532: const    -0.109750
vwretd    1.089804
SMB       0.053315
HML       0.020336
dtype: float64, 92533: const    -0.003011
vwretd    1.387913
SMB      -0.000230
HML      -0.003472
dtype: float64, 92534: const    -0.008938
vwretd    0.629981
SMB      -0.001704
HML      -0.000250
dtype: float64, 92535: const    -0.026091
vwretd    1.685717
SMB       0.006176
HML       0.001922
dtype: float64, 92536: const    -0.001406
vwretd    0.921652
SMB       0.001298
HML      -0.007897
dtype: float64, 92537: const    -0.004357
vwretd    1.286173
SMB       0.002601
HML       0.001374
dtype: float64, 92538: const    -0.017921
vwretd    1.551375
SMB       0.001111
HML       0.000382
dtype: float64, 92539: const     0.001510
vwretd    0.156881
SMB      -0.001013
HML      -0.001739
dtype: float64, 92540: const    -0.023285
vwretd    1.783137
SMB      -0.002648
HML      -0.013248
dtype: float64, 92541: const    -0.056951
vwretd   -0.063594
SMB      -0.025356
HML      -0.008549
dtype: float64, 92542: const    -0.000335
vwretd    0.508942
SMB      -0.001072
HML      -0.000233
dtype: float64, 92543: const    -0.008717
vwretd    2.215341
SMB       0.021925
HML      -0.001390
dtype: float64, 92544: const     0.010711
vwretd    1.058095
SMB       0.010587
HML      -0.001608
dtype: float64, 92545: const    -0.018516
vwretd    1.655772
SMB      -0.013760
HML       0.003052
dtype: float64, 92546: const     0.003326
vwretd    0.129370
SMB       0.001335
HML      -0.002595
dtype: float64, 92547: const    -0.037018
vwretd   -0.301392
SMB       0.001445
HML       0.001865
dtype: float64, 92548: const     0.003326
vwretd    0.100216
SMB       0.002270
HML      -0.002160
dtype: float64, 92549: const     0.033670
vwretd    0.518085
SMB       0.001298
HML      -0.008436
dtype: float64, 92550: const     0.008083
vwretd    0.834243
SMB       0.001142
HML      -0.001635
dtype: float64, 92551: const     0.004437
vwretd    1.266251
SMB      -0.013281
HML       0.006971
dtype: float64, 92552: const     0.070308
vwretd    1.438242
SMB       0.000179
HML      -0.013521
dtype: float64, 92553: const    -0.048866
vwretd    1.532381
SMB       0.014023
HML      -0.018855
dtype: float64, 92554: const    -0.219482
vwretd    0.355309
SMB       0.054090
HML      -0.006486
dtype: float64, 92555: const     0.004479
vwretd    0.544381
SMB      -0.003515
HML       0.001443
dtype: float64, 92557: const     0.037105
vwretd    0.040793
SMB       0.023985
HML      -0.000411
dtype: float64, 92558: const     0.029581
vwretd    0.584120
SMB       0.017424
HML      -0.011786
dtype: float64, 92559: const     0.006890
vwretd    0.512451
SMB       0.015366
HML       0.019012
dtype: float64, 92560: const    -0.035438
vwretd    2.126180
SMB       0.001986
HML       0.000615
dtype: float64, 92564: const    -0.220955
vwretd    0.839071
SMB      -0.096531
HML       0.016629
dtype: float64, 92565: const     0.001635
vwretd    0.161673
SMB       0.001429
HML      -0.002831
dtype: float64, 92566: const     0.000935
vwretd    0.249008
SMB       0.009373
HML      -0.003418
dtype: float64, 92567: const     0.020471
vwretd    1.066854
SMB       0.013353
HML       0.000830
dtype: float64, 92568: const     0.000781
vwretd    0.002629
SMB       0.000023
HML      -0.000019
dtype: float64, 92569: const     0.004197
vwretd   -0.093121
SMB       0.001979
HML      -0.000470
dtype: float64, 92570: const     0.004769
vwretd    2.653316
SMB       0.010640
HML       0.013922
dtype: float64, 92571: const    -0.018441
vwretd   -0.249801
SMB       0.038119
HML       0.021117
dtype: float64, 92572: const     0.000960
vwretd    0.048973
SMB      -0.000220
HML      -0.000700
dtype: float64, 92573: const     0.001081
vwretd    1.004170
SMB      -0.000574
HML       0.001754
dtype: float64, 92574: const     0.000554
vwretd    1.103867
SMB       0.005422
HML       0.001550
dtype: float64, 92575: const     0.007373
vwretd    0.708058
SMB       0.007267
HML       0.012429
dtype: float64, 92576: const     0.001570
vwretd    1.085651
SMB       0.009569
HML       0.004275
dtype: float64, 92577: const    -0.005844
vwretd    1.045410
SMB      -0.002302
HML       0.002279
dtype: float64, 92578: const     0.002036
vwretd    0.147586
SMB       0.000324
HML      -0.002881
dtype: float64, 92579: const     0.002612
vwretd    0.126064
SMB       0.000658
HML      -0.002690
dtype: float64, 92580: const    -0.001412
vwretd    1.107294
SMB       0.000553
HML       0.005190
dtype: float64, 92581: const    -0.001690
vwretd    1.114182
SMB      -0.001589
HML       0.000999
dtype: float64, 92582: const    -0.005494
vwretd    0.978602
SMB      -0.004678
HML      -0.007768
dtype: float64, 92583: const    -0.001906
vwretd    1.156185
SMB       0.009583
HML      -0.000617
dtype: float64, 92584: const    -0.007531
vwretd   -0.278914
SMB       0.019634
HML       0.001154
dtype: float64, 92585: const    -0.001847
vwretd    1.018395
SMB      -0.001323
HML       0.000441
dtype: float64, 92586: const    -0.004426
vwretd    1.010511
SMB      -0.001477
HML       0.001274
dtype: float64, 92587: const     0.011544
vwretd    0.566966
SMB       0.016090
HML      -0.003831
dtype: float64, 92588: const     0.004470
vwretd    0.880635
SMB       0.008961
HML       0.002469
dtype: float64, 92589: const     0.005796
vwretd    1.897162
SMB       0.008184
HML      -0.000297
dtype: float64, 92590: const     0.022537
vwretd    1.542984
SMB       0.036140
HML      -0.012289
dtype: float64, 92591: const     0.021069
vwretd    1.722413
SMB       0.002748
HML      -0.013828
dtype: float64, 92592: const     0.022741
vwretd    1.539533
SMB       0.035019
HML      -0.012922
dtype: float64, 92593: const     0.005199
vwretd    0.628181
SMB       0.007314
HML       0.007338
dtype: float64, 92594: const    -0.028029
vwretd    1.122803
SMB       0.017192
HML       0.005686
dtype: float64, 92596: const     0.008606
vwretd    0.731762
SMB       0.008675
HML      -0.002696
dtype: float64, 92597: const     0.000172
vwretd    1.009943
SMB       0.008830
HML       0.003391
dtype: float64, 92598: const     0.001201
vwretd    0.943903
SMB       0.000870
HML       0.001847
dtype: float64, 92599: const    -0.003958
vwretd    0.967697
SMB       0.001170
HML      -0.000759
dtype: float64, 92600: const    -0.002618
vwretd    1.040546
SMB      -0.002410
HML       0.004365
dtype: float64, 92601: const     0.001152
vwretd    1.615606
SMB       0.012510
HML       0.010356
dtype: float64, 92602: const     0.003624
vwretd    0.829179
SMB      -0.007459
HML       0.002258
dtype: float64, 92603: const    -0.001915
vwretd    1.022201
SMB      -0.001091
HML       0.000455
dtype: float64, 92604: const    -0.102650
vwretd    1.030922
SMB       0.001993
HML       0.003695
dtype: float64, 92605: const    -0.011911
vwretd   -1.296254
SMB      -0.000364
HML       0.002763
dtype: float64, 92606: const    -0.006351
vwretd    1.568896
SMB       0.001159
HML       0.000673
dtype: float64, 92607: const    -0.052826
vwretd    2.754932
SMB      -0.008286
HML      -0.018562
dtype: float64, 92608: const    -0.002682
vwretd    0.498082
SMB      -0.002324
HML      -0.000117
dtype: float64, 92609: const    -0.028194
vwretd    2.234051
SMB       0.007565
HML      -0.012476
dtype: float64, 92610: const     0.006767
vwretd    0.058173
SMB      -0.000682
HML      -0.001349
dtype: float64, 92611: const     0.009890
vwretd    0.874033
SMB      -0.004343
HML      -0.002111
dtype: float64, 92612: const    -0.037518
vwretd    0.885540
SMB       0.014799
HML      -0.005956
dtype: float64, 92613: const     0.004352
vwretd    0.095707
SMB       0.000871
HML      -0.001314
dtype: float64, 92614: const     0.010371
vwretd    0.478704
SMB      -0.003875
HML      -0.003054
dtype: float64, 92615: const     0.012779
vwretd    0.302324
SMB       0.004186
HML      -0.003557
dtype: float64, 92616: const    -0.016178
vwretd    0.654335
SMB       0.003205
HML      -0.007042
dtype: float64, 92617: const    -0.055880
vwretd    2.720147
SMB      -0.000274
HML      -0.011380
dtype: float64, 92618: const     0.015186
vwretd    0.598937
SMB      -0.003677
HML       0.000383
dtype: float64, 92619: const     0.000261
vwretd    1.030457
SMB       0.014785
HML       0.013430
dtype: float64, 92620: const     0.005946
vwretd    0.259147
SMB       0.001623
HML      -0.002328
dtype: float64, 92621: const    -0.008978
vwretd    1.442026
SMB       0.008706
HML       0.006859
dtype: float64, 92622: const    -0.033245
vwretd    2.238127
SMB       0.001988
HML      -0.005717
dtype: float64, 92623: const     0.130015
vwretd   -0.002094
SMB       0.011750
HML       0.029961
dtype: float64, 92624: const     0.082455
vwretd   -0.001350
SMB       0.004015
HML       0.022234
dtype: float64, 92625: const     0.068955
vwretd   -0.001348
SMB      -0.013746
HML       0.014445
dtype: float64, 92626: const     0.034724
vwretd   -0.000422
SMB       0.012640
HML       0.013272
dtype: float64, 92627: const     0.146166
vwretd   -0.002399
SMB       0.009558
HML       0.033103
dtype: float64, 92628: const    -0.100987
vwretd    0.002002
SMB       0.015387
HML      -0.005678
dtype: float64, 92629: const    -0.115243
vwretd    0.715283
SMB       0.013221
HML       0.007017
dtype: float64, 92630: const     0.000891
vwretd    1.035386
SMB       0.001920
HML      -0.002228
dtype: float64, 92631: const    -0.012730
vwretd    1.162361
SMB       0.002763
HML      -0.002369
dtype: float64, 92632: const     0.001032
vwretd    0.945688
SMB      -0.001334
HML      -0.001079
dtype: float64, 92633: const     0.001683
vwretd    0.006682
SMB      -0.001190
HML       0.000234
dtype: float64, 92634: const    -0.007703
vwretd    1.122057
SMB       0.002402
HML      -0.001589
dtype: float64, 92635: const    -0.000038
vwretd    1.142745
SMB       0.008516
HML       0.003891
dtype: float64, 92636: const     0.001605
vwretd    0.882230
SMB       0.003552
HML       0.001293
dtype: float64, 92637: const    -0.009690
vwretd    0.830318
SMB      -0.000874
HML       0.001466
dtype: float64, 92639: const     0.046785
vwretd    0.766820
SMB       0.014032
HML      -0.009458
dtype: float64, 92640: const    -0.007711
vwretd    2.043534
SMB       0.019013
HML      -0.009187
dtype: float64, 92641: const     0.006634
vwretd    0.872338
SMB       0.005532
HML      -0.001312
dtype: float64, 92642: const    -0.006072
vwretd    1.068907
SMB       0.010811
HML      -0.000545
dtype: float64, 92643: const    -0.019806
vwretd    1.488125
SMB       0.000504
HML      -0.013011
dtype: float64, 92644: const    -0.003191
vwretd    1.046856
SMB      -0.000005
HML       0.001454
dtype: float64, 92645: const    -0.084601
vwretd    1.236951
SMB       0.016551
HML      -0.013153
dtype: float64, 92646: const    -0.054663
vwretd    1.238897
SMB       0.010202
HML      -0.004286
dtype: float64, 92647: const    -0.002797
vwretd    1.566122
SMB       0.015362
HML       0.003572
dtype: float64, 92648: const    -0.004736
vwretd    1.602577
SMB       0.006235
HML       0.003085
dtype: float64, 92655: const     0.013683
vwretd    0.896589
SMB       0.000206
HML       0.000213
dtype: float64, 92658: const     0.014956
vwretd    0.670167
SMB       0.002658
HML      -0.006345
dtype: float64, 92659: const    -0.000494
vwretd    0.729638
SMB       0.000437
HML       0.002114
dtype: float64, 92660: const    -0.002503
vwretd    0.861365
SMB       0.001088
HML      -0.000488
dtype: float64, 92661: const     0.001464
vwretd    0.528300
SMB       0.000697
HML       0.001990
dtype: float64, 92662: const    -0.007883
vwretd    0.083155
SMB       0.005929
HML       0.007820
dtype: float64, 92663: const    -0.011723
vwretd    0.721946
SMB       0.007318
HML       0.012317
dtype: float64, 92664: const    -0.004753
vwretd   -0.008512
SMB       0.002653
HML       0.003720
dtype: float64, 92665: const    -0.010219
vwretd    0.650484
SMB       0.014453
HML      -0.000791
dtype: float64, 92666: const    -0.002092
vwretd    0.971820
SMB      -0.000436
HML       0.001587
dtype: float64, 92667: const    -0.002121
vwretd    1.018333
SMB       0.000675
HML       0.000951
dtype: float64, 92668: const    -0.002743
vwretd    1.094833
SMB      -0.000419
HML       0.000008
dtype: float64, 92669: const    -0.025278
vwretd    1.096076
SMB      -0.009392
HML       0.018703
dtype: float64, 92670: const     0.022280
vwretd    1.212614
SMB       0.014564
HML       0.019053
dtype: float64, 92671: const     0.150322
vwretd   -2.610757
SMB      -0.138600
HML      -0.110661
dtype: float64, 92672: const     0.008866
vwretd    0.765849
SMB       0.000324
HML      -0.002707
dtype: float64, 92673: const    -0.003032
vwretd    0.449077
SMB      -0.000610
HML      -0.001827
dtype: float64, 92674: const    -0.006506
vwretd    0.669332
SMB      -0.003057
HML      -0.001705
dtype: float64, 92675: const     0.000001
vwretd    0.115778
SMB      -0.000474
HML      -0.000492
dtype: float64, 92676: const     0.002489
vwretd    0.119877
SMB      -0.003390
HML      -0.000141
dtype: float64, 92677: const    -0.001629
vwretd    0.514996
SMB      -0.001932
HML       0.002100
dtype: float64, 92678: const     0.000496
vwretd   -0.006757
SMB      -0.000104
HML      -0.000552
dtype: float64, 92679: const     0.004101
vwretd    1.343087
SMB       0.006705
HML       0.003955
dtype: float64, 92680: const     0.002590
vwretd    0.787633
SMB       0.000313
HML       0.001727
dtype: float64, 92681: const     0.016609
vwretd    0.722421
SMB      -0.001630
HML       0.005560
dtype: float64, 92682: const    -0.015169
vwretd    1.102234
SMB       0.008111
HML       0.007142
dtype: float64, 92683: const     0.034788
vwretd    1.729985
SMB      -0.013653
HML       0.001376
dtype: float64, 92684: const     0.002121
vwretd    0.664750
SMB       0.006607
HML       0.003480
dtype: float64, 92685: const     0.002951
vwretd    0.367412
SMB       0.006399
HML       0.006344
dtype: float64, 92686: const     0.007771
vwretd    3.056951
SMB       0.014836
HML       0.000049
dtype: float64, 92687: const    -0.062356
vwretd    1.687901
SMB      -0.004347
HML      -0.007983
dtype: float64, 92688: const     0.017411
vwretd    0.460563
SMB       0.035502
HML       0.014299
dtype: float64, 92689: const     0.020679
vwretd    1.548947
SMB       0.010196
HML       0.007463
dtype: float64, 92690: const     0.006367
vwretd    0.614670
SMB       0.003387
HML       0.003466
dtype: float64, 92692: const     0.006787
vwretd    0.135812
SMB       0.001559
HML       0.002856
dtype: float64, 92693: const    -0.005096
vwretd    0.979418
SMB      -0.000783
HML      -0.001211
dtype: float64, 92694: const     0.001352
vwretd    0.847426
SMB       0.004978
HML       0.002323
dtype: float64, 92695: const    -0.005747
vwretd    1.094360
SMB      -0.000468
HML      -0.000314
dtype: float64, 92696: const     0.000159
vwretd    2.026137
SMB      -0.001661
HML      -0.008995
dtype: float64, 92697: const    -0.010254
vwretd    1.531218
SMB      -0.003794
HML      -0.005524
dtype: float64, 92699: const     0.001866
vwretd   -0.990490
SMB      -0.003278
HML      -0.007195
dtype: float64, 92700: const    -0.001449
vwretd   -1.094779
SMB       0.000776
HML      -0.004301
dtype: float64, 92701: const     0.003717
vwretd   -1.812941
SMB       0.009759
HML       0.006942
dtype: float64, 92702: const     0.000151
vwretd    1.337199
SMB      -0.009490
HML      -0.003751
dtype: float64, 92703: const    -0.021078
vwretd   -1.607470
SMB      -0.008061
HML       0.008076
dtype: float64, 92704: const     0.003149
vwretd    2.176756
SMB       0.009560
HML      -0.008980
dtype: float64, 92705: const    -0.030080
vwretd   -2.581215
SMB       0.011421
HML      -0.017684
dtype: float64, 92706: const    -0.010482
vwretd    1.954536
SMB      -0.010738
HML       0.025590
dtype: float64, 92707: const    -0.013775
vwretd   -2.190641
SMB       0.009122
HML       0.009685
dtype: float64, 92708: const    -0.011826
vwretd    2.013222
SMB      -0.006122
HML      -0.005414
dtype: float64, 92709: const     0.002173
vwretd    1.138473
SMB       0.000415
HML       0.000716
dtype: float64, 92710: const     0.008731
vwretd    1.288519
SMB       0.001261
HML      -0.000348
dtype: float64, 92711: const     0.002653
vwretd    1.560753
SMB       0.003192
HML      -0.002816
dtype: float64, 92712: const    -0.002068
vwretd    1.023088
SMB      -0.001087
HML       0.000476
dtype: float64, 92713: const    -0.003654
vwretd    0.692273
SMB       0.002067
HML      -0.001556
dtype: float64, 92714: const    -0.003238
vwretd    0.640439
SMB      -0.001719
HML      -0.001127
dtype: float64, 92716: const     0.002191
vwretd    0.633412
SMB       0.010200
HML       0.004274
dtype: float64, 92717: const     0.065899
vwretd   -0.248574
SMB       0.002938
HML       0.010451
dtype: float64, 92718: const    -0.004945
vwretd    1.102029
SMB      -0.002316
HML      -0.001504
dtype: float64, 92719: const     0.012786
vwretd    0.621277
SMB       0.011599
HML       0.004238
dtype: float64, 92720: const    -0.009037
vwretd    1.299504
SMB       0.002792
HML      -0.002714
dtype: float64, 92721: const    -0.008047
vwretd    0.999249
SMB      -0.001524
HML      -0.000636
dtype: float64, 92722: const    -0.142910
vwretd   -1.234279
SMB       0.072635
HML       0.042173
dtype: float64, 92723: const    -0.002782
vwretd    1.116718
SMB       0.002508
HML       0.002951
dtype: float64, 92724: const     0.003388
vwretd    0.700764
SMB      -0.000515
HML      -0.003530
dtype: float64, 92725: const     0.001818
vwretd    1.153342
SMB       0.002375
HML      -0.005641
dtype: float64, 92726: const     0.002989
vwretd    0.466802
SMB      -0.001310
HML       0.003457
dtype: float64, 92727: const    -0.036181
vwretd    1.597138
SMB       0.010825
HML       0.122552
dtype: float64, 92728: const     0.004168
vwretd    1.132682
SMB       0.002326
HML      -0.004034
dtype: float64, 92729: const     0.003702
vwretd    1.272920
SMB       0.001995
HML       0.003053
dtype: float64, 92730: const    -0.054564
vwretd    0.875649
SMB       0.006726
HML      -0.016142
dtype: float64, 92731: const    -0.055026
vwretd    3.004745
SMB      -0.023057
HML      -0.044404
dtype: float64, 92732: const    -0.000322
vwretd    0.751008
SMB      -0.005674
HML       0.001679
dtype: float64, 92733: const    -0.007106
vwretd    0.981735
SMB      -0.001642
HML       0.002619
dtype: float64, 92734: const    -0.078983
vwretd   -1.623947
SMB       0.025496
HML       0.031978
dtype: float64, 92735: const    -0.011680
vwretd    0.528609
SMB       0.021179
HML       0.017131
dtype: float64, 92736: const    -0.008270
vwretd    0.947891
SMB      -0.006306
HML      -0.001592
dtype: float64, 92737: const    -0.003349
vwretd    0.984594
SMB      -0.005578
HML      -0.004975
dtype: float64, 92738: const    -0.002551
vwretd    1.120822
SMB       0.000956
HML      -0.001159
dtype: float64, 92739: const    -0.009943
vwretd    1.449292
SMB      -0.001266
HML      -0.000998
dtype: float64, 92740: const    -0.003459
vwretd    1.113450
SMB      -0.000394
HML      -0.002052
dtype: float64, 92741: const    -0.000050
vwretd    0.858265
SMB      -0.003844
HML      -0.004578
dtype: float64, 92742: const    -0.006981
vwretd    1.415305
SMB      -0.004074
HML       0.002543
dtype: float64, 92744: const    -0.011174
vwretd    1.247777
SMB      -0.004165
HML       0.002014
dtype: float64, 92745: const     0.000054
vwretd    0.915042
SMB      -0.005307
HML      -0.004218
dtype: float64, 92746: const    -0.001818
vwretd    1.073361
SMB       0.001083
HML      -0.002628
dtype: float64, 92747: const     0.001611
vwretd    1.506362
SMB       0.011059
HML       0.004069
dtype: float64, 92748: const    -0.015566
vwretd    0.955236
SMB       0.006567
HML       0.007063
dtype: float64, 92749: const    -0.091757
vwretd    1.184364
SMB       0.037669
HML      -0.007912
dtype: float64, 92750: const    -0.009951
vwretd    0.361428
SMB       0.005540
HML       0.006167
dtype: float64, 92751: const    -0.025656
vwretd    1.537757
SMB       0.015133
HML       0.025057
dtype: float64, 92752: const     0.001149
vwretd    1.611234
SMB       0.001184
HML       0.011922
dtype: float64, 92753: const     0.007400
vwretd    1.462705
SMB       0.006501
HML      -0.000459
dtype: float64, 92754: const     0.000521
vwretd    0.578420
SMB      -0.002473
HML       0.001637
dtype: float64, 92755: const    -0.002674
vwretd    0.624421
SMB       0.000976
HML       0.001943
dtype: float64, 92756: const    -0.031367
vwretd    1.523263
SMB      -0.001940
HML      -0.001360
dtype: float64, 92757: const    -0.007449
vwretd    1.570800
SMB      -0.006342
HML      -0.016050
dtype: float64, 92758: const     0.006884
vwretd    1.728387
SMB       0.014570
HML      -0.010905
dtype: float64, 92759: const     0.016352
vwretd    2.364457
SMB      -0.004636
HML       0.001471
dtype: float64, 92760: const    -0.080192
vwretd    0.787666
SMB       0.005731
HML      -0.003960
dtype: float64, 92761: const    -0.020469
vwretd    2.658118
SMB       0.019070
HML      -0.009073
dtype: float64, 92762: const    -0.010683
vwretd    1.742814
SMB      -0.006827
HML      -0.003582
dtype: float64, 92763: const    -0.034236
vwretd    1.069547
SMB      -0.007503
HML       0.004652
dtype: float64, 92764: const     0.002100
vwretd    0.713519
SMB       0.002974
HML      -0.004158
dtype: float64, 92765: const     0.006801
vwretd    1.593973
SMB       0.008063
HML      -0.007488
dtype: float64, 92766: const    -0.002907
vwretd    0.929314
SMB       0.000425
HML       0.000110
dtype: float64, 92767: const    -0.121757
vwretd    0.975702
SMB       0.001305
HML       0.016589
dtype: float64, 92768: const     0.067696
vwretd   -2.196495
SMB       0.041944
HML      -0.008310
dtype: float64, 92769: const     0.003969
vwretd    1.252006
SMB       0.004293
HML       0.000389
dtype: float64, 92770: const    -0.006034
vwretd    1.077818
SMB       0.014578
HML       0.011329
dtype: float64, 92771: const     0.005305
vwretd    1.798760
SMB      -0.002032
HML       0.000410
dtype: float64, 92772: const     0.005324
vwretd    1.309755
SMB       0.008211
HML       0.000983
dtype: float64, 92773: const     0.003224
vwretd    1.035009
SMB       0.010256
HML       0.003247
dtype: float64, 92774: const    -0.013047
vwretd    2.398683
SMB       0.005137
HML       0.011233
dtype: float64, 92775: const     0.003437
vwretd    1.599552
SMB       0.004435
HML      -0.004453
dtype: float64, 92776: const    -0.012363
vwretd    1.965069
SMB       0.012331
HML      -0.001119
dtype: float64, 92777: const    -0.022512
vwretd    1.037927
SMB       0.010603
HML       0.000248
dtype: float64, 92778: const    -0.001313
vwretd    1.115121
SMB       0.003211
HML       0.006418
dtype: float64, 92779: const    -0.049168
vwretd    0.543698
SMB      -0.007234
HML       0.005454
dtype: float64, 92780: const     0.012029
vwretd    0.868948
SMB       0.005670
HML      -0.000731
dtype: float64, 92782: const     0.006251
vwretd    0.799491
SMB       0.009214
HML       0.004087
dtype: float64, 92783: const    -0.008131
vwretd    1.172353
SMB      -0.003867
HML      -0.000182
dtype: float64, 92784: const    -0.011471
vwretd    0.951376
SMB      -0.000075
HML      -0.005460
dtype: float64, 92785: const    -0.016791
vwretd    2.044990
SMB      -0.001255
HML      -0.002692
dtype: float64, 92786: const    -0.001144
vwretd    0.749519
SMB       0.029152
HML       0.024194
dtype: float64, 92787: const    -0.005436
vwretd    0.652999
SMB      -0.003295
HML      -0.002950
dtype: float64, 92788: const     0.008355
vwretd    1.417167
SMB       0.007012
HML       0.002321
dtype: float64, 92789: const    -0.019357
vwretd    1.758050
SMB       0.000872
HML       0.000314
dtype: float64, 92790: const    -0.002686
vwretd    1.388498
SMB       0.000023
HML      -0.000678
dtype: float64, 92791: const    -0.067522
vwretd    2.707013
SMB       0.016009
HML      -0.020803
dtype: float64, 92792: const     0.000413
vwretd    1.071109
SMB       0.006181
HML       0.000950
dtype: float64, 92793: const    -0.006200
vwretd    1.276233
SMB      -0.002529
HML       0.006796
dtype: float64, 92794: const    -0.014380
vwretd    0.076667
SMB       0.000120
HML      -0.012223
dtype: float64, 92795: const     0.000584
vwretd    0.995671
SMB      -0.002486
HML      -0.000632
dtype: float64, 92796: const    -0.004160
vwretd    1.080522
SMB      -0.001090
HML       0.003906
dtype: float64, 92797: const     0.017423
vwretd    1.092886
SMB       0.002676
HML       0.000096
dtype: float64, 92800: const     0.006458
vwretd   -0.023876
SMB       0.000529
HML      -0.000439
dtype: float64, 92801: const     0.061823
vwretd   -1.191137
SMB      -0.005592
HML       0.010291
dtype: float64, 92802: const    -0.004126
vwretd    1.031740
SMB      -0.007320
HML       0.009036
dtype: float64, 92803: const    -0.005563
vwretd    1.055320
SMB       0.001109
HML       0.003351
dtype: float64, 92804: const    -0.010441
vwretd    1.448953
SMB      -0.003207
HML       0.001430
dtype: float64, 92805: const    -0.032537
vwretd    1.699483
SMB       0.005851
HML       0.008501
dtype: float64, 92806: const    -0.014758
vwretd    1.528898
SMB      -0.011368
HML       0.022593
dtype: float64, 92807: const    -0.001426
vwretd    0.608409
SMB       0.002586
HML       0.007289
dtype: float64, 92808: const     0.011463
vwretd    0.691223
SMB       0.020992
HML      -0.002664
dtype: float64, 92809: const     0.009286
vwretd    0.455909
SMB       0.000889
HML       0.004315
dtype: float64, 92810: const     0.006597
vwretd    0.356567
SMB       0.007226
HML       0.005272
dtype: float64, 92811: const    -0.005595
vwretd    0.601345
SMB       0.000042
HML      -0.001411
dtype: float64, 92812: const    -0.004204
vwretd    3.162552
SMB      -0.001102
HML       0.014186
dtype: float64, 92813: const    -0.014616
vwretd   -2.792049
SMB       0.002341
HML      -0.007872
dtype: float64, 92814: const    -0.010828
vwretd   -2.774662
SMB      -0.022178
HML      -0.001029
dtype: float64, 92815: const    -0.004427
vwretd    1.764616
SMB       0.006448
HML      -0.007270
dtype: float64, 92816: const    -0.006697
vwretd    3.071806
SMB       0.025863
HML       0.005035
dtype: float64, 92817: const    -0.010719
vwretd   -2.687678
SMB       0.004857
HML       0.002990
dtype: float64, 92818: const    -0.002484
vwretd    3.102847
SMB      -0.003875
HML       0.000475
dtype: float64, 92819: const     0.003236
vwretd   -2.651480
SMB      -0.008811
HML      -0.020264
dtype: float64, 92820: const    -0.015300
vwretd    2.992300
SMB       0.008599
HML       0.025091
dtype: float64, 92821: const    -0.008757
vwretd    0.859054
SMB       0.016891
HML      -0.002078
dtype: float64, 92822: const     0.000510
vwretd    0.023720
SMB      -0.000201
HML      -0.000406
dtype: float64, 92823: const    -0.023098
vwretd    1.129579
SMB       0.010014
HML       0.030502
dtype: float64, 92824: const     0.001235
vwretd    0.008807
SMB      -0.000559
HML      -0.000899
dtype: float64, 92825: const     0.003911
vwretd    0.207215
SMB       0.001324
HML      -0.003881
dtype: float64, 92826: const    -0.000041
vwretd    0.464159
SMB      -0.001204
HML       0.000938
dtype: float64, 92827: const     0.000008
vwretd    0.605960
SMB      -0.000835
HML      -0.000521
dtype: float64, 92828: const     0.000219
vwretd    0.657980
SMB      -0.000671
HML      -0.000081
dtype: float64, 92829: const    -0.000627
vwretd    0.764299
SMB      -0.000677
HML      -0.000163
dtype: float64, 92830: const    -0.000962
vwretd    0.835971
SMB      -0.000311
HML      -0.000393
dtype: float64, 92831: const    -0.051092
vwretd    1.659563
SMB       0.011263
HML       0.017687
dtype: float64, 92832: const    -0.000852
vwretd    0.807858
SMB       0.000756
HML      -0.002998
dtype: float64, 92833: const    -0.001328
vwretd    0.925240
SMB       0.000416
HML      -0.000911
dtype: float64, 92834: const    -0.000674
vwretd    0.828426
SMB      -0.000432
HML       0.000277
dtype: float64, 92835: const    -0.000342
vwretd    0.620254
SMB      -0.000706
HML      -0.000096
dtype: float64, 92836: const    -0.000110
vwretd    0.443972
SMB      -0.000787
HML      -0.000445
dtype: float64, 92837: const     0.000102
vwretd    0.340846
SMB      -0.000788
HML      -0.000574
dtype: float64, 92839: const     0.001531
vwretd    0.866964
SMB      -0.000891
HML      -0.000009
dtype: float64, 92840: const    -0.024166
vwretd    1.356562
SMB      -0.000857
HML      -0.000030
dtype: float64, 92841: const     0.021270
vwretd   -1.354208
SMB       0.000885
HML      -0.001016
dtype: float64, 92842: const    -0.022477
vwretd    1.722833
SMB       0.004850
HML       0.015060
dtype: float64, 92843: const     0.017728
vwretd   -2.131550
SMB      -0.006115
HML      -0.018824
dtype: float64, 92844: const     0.004101
vwretd   -0.009474
SMB       0.002866
HML       0.002968
dtype: float64, 92845: const    -0.005278
vwretd    0.017576
SMB      -0.002918
HML      -0.002714
dtype: float64, 92846: const    -0.010366
vwretd    0.557807
SMB      -0.003500
HML      -0.000390
dtype: float64, 92847: const     0.009422
vwretd   -0.560672
SMB       0.003517
HML       0.000290
dtype: float64, 92848: const    -0.000330
vwretd    1.159369
SMB      -0.000546
HML       0.008461
dtype: float64, 92849: const    -0.009769
vwretd    1.260870
SMB      -0.003008
HML       0.001893
dtype: float64, 92850: const     0.065707
vwretd   -1.030887
SMB       0.036298
HML      -0.029166
dtype: float64, 92851: const     0.005107
vwretd    0.816416
SMB      -0.004104
HML      -0.004490
dtype: float64, 92852: const     0.010963
vwretd    0.605430
SMB       0.006305
HML       0.001059
dtype: float64, 92854: const     0.005944
vwretd    0.795374
SMB       0.008817
HML       0.003589
dtype: float64, 92855: const     0.000507
vwretd    3.567435
SMB      -0.007034
HML      -0.008515
dtype: float64, 92856: const    -0.018740
vwretd   -3.025653
SMB       0.009451
HML       0.011139
dtype: float64, 92857: const    -0.023469
vwretd    2.834132
SMB       0.000325
HML       0.002837
dtype: float64, 92858: const     0.005020
vwretd   -2.532378
SMB       0.000227
HML      -0.000352
dtype: float64, 92859: const    -0.021852
vwretd    3.060134
SMB      -0.006267
HML       0.001384
dtype: float64, 92860: const     0.010491
vwretd   -3.026814
SMB       0.007791
HML       0.000693
dtype: float64, 92861: const    -0.006395
vwretd    0.219470
SMB      -0.015567
HML       0.003767
dtype: float64, 92862: const     0.003596
vwretd    0.376404
SMB      -0.004586
HML      -0.004430
dtype: float64, 92863: const    -0.006434
vwretd   -0.343269
SMB       0.004419
HML       0.004631
dtype: float64, 92864: const    -0.003513
vwretd   -1.350998
SMB       0.000365
HML       0.005059
dtype: float64, 92865: const    -0.004642
vwretd    1.471220
SMB      -0.000518
HML      -0.006349
dtype: float64, 92866: const     0.006984
vwretd    0.768906
SMB       0.006615
HML       0.002714
dtype: float64, 92867: const    -0.003608
vwretd    1.034874
SMB      -0.001217
HML      -0.003236
dtype: float64, 92869: const     0.077602
vwretd    2.838627
SMB       0.020115
HML      -0.012644
dtype: float64, 92870: const     0.011817
vwretd    0.283577
SMB      -0.000148
HML       0.002681
dtype: float64, 92871: const     0.009324
vwretd    1.443369
SMB       0.008729
HML       0.003855
dtype: float64, 92872: const     0.032270
vwretd    0.362804
SMB       0.034341
HML      -0.003314
dtype: float64, 92873: const     0.012575
vwretd    0.514201
SMB       0.003479
HML       0.000168
dtype: float64, 92874: const    -0.000387
vwretd    0.809486
SMB       0.001736
HML       0.012148
dtype: float64, 92875: const    -0.045323
vwretd    2.716982
SMB      -0.018520
HML       0.000362
dtype: float64, 92876: const    -0.003521
vwretd    0.292161
SMB      -0.002549
HML      -0.001136
dtype: float64, 92877: const    -0.004202
vwretd    0.261625
SMB      -0.001635
HML      -0.000423
dtype: float64, 92878: const     0.012909
vwretd    0.175483
SMB       0.002725
HML       0.004276
dtype: float64, 92879: const     0.006730
vwretd    0.679620
SMB       0.014892
HML       0.003507
dtype: float64, 92880: const    -0.006429
vwretd   -2.858229
SMB      -0.010359
HML      -0.003643
dtype: float64, 92881: const    -0.002991
vwretd    3.116645
SMB       0.011037
HML       0.006196
dtype: float64, 92882: const    -0.056126
vwretd    1.119734
SMB       0.020598
HML       0.038866
dtype: float64, 92883: const    -0.005400
vwretd    0.923035
SMB       0.000459
HML       0.001775
dtype: float64, 92884: const    -0.000574
vwretd    0.984282
SMB       0.002571
HML      -0.003218
dtype: float64, 92885: const    -0.003650
vwretd    0.259953
SMB      -0.001242
HML      -0.000420
dtype: float64, 92886: const     0.000769
vwretd    0.057991
SMB      -0.000765
HML      -0.001103
dtype: float64, 92887: const    -0.009534
vwretd    0.997149
SMB      -0.002927
HML       0.005598
dtype: float64, 92888: const     0.000559
vwretd    0.025955
SMB      -0.000631
HML      -0.000699
dtype: float64, 92889: const     0.001280
vwretd    0.231117
SMB      -0.000564
HML      -0.000156
dtype: float64, 92890: const    -0.000321
vwretd    1.125191
SMB      -0.003382
HML      -0.006649
dtype: float64, 92891: const     0.002688
vwretd    0.060897
SMB       0.000405
HML      -0.002069
dtype: float64, 92892: const     0.001074
vwretd    0.141074
SMB      -0.000544
HML      -0.000650
dtype: float64, 92893: const    -0.009802
vwretd    1.076305
SMB       0.003283
HML      -0.006213
dtype: float64, 92894: const     0.016389
vwretd   -0.141355
SMB       0.017419
HML      -0.013958
dtype: float64, 92895: const    -0.145983
vwretd    2.457692
SMB      -0.002901
HML       0.002780
dtype: float64, 92897: const    -0.017697
vwretd    0.894240
SMB       0.000167
HML      -0.004741
dtype: float64, 92898: const    -0.001452
vwretd    0.294851
SMB      -0.000415
HML      -0.000341
dtype: float64, 92899: const    -0.004133
vwretd    0.844878
SMB       0.008569
HML       0.000591
dtype: float64, 92900: const     0.000382
vwretd    0.320979
SMB      -0.002218
HML      -0.002147
dtype: float64, 92901: const     0.003089
vwretd    0.081466
SMB      -0.000410
HML      -0.000742
dtype: float64, 92902: const    -0.022319
vwretd    1.473392
SMB       0.017454
HML      -0.000083
dtype: float64, 92903: const     0.002299
vwretd    0.832765
SMB       0.027005
HML       0.009986
dtype: float64, 92904: const    -0.015096
vwretd    0.356358
SMB       0.009600
HML       0.017368
dtype: float64, 92905: const     0.009366
vwretd   -0.385334
SMB      -0.010024
HML      -0.016162
dtype: float64, 92906: const    -0.008320
vwretd    0.092108
SMB       0.004218
HML       0.007610
dtype: float64, 92907: const     0.005330
vwretd   -0.119998
SMB      -0.004610
HML      -0.007621
dtype: float64, 92908: const     0.003096
vwretd    0.095812
SMB      -0.000495
HML      -0.002472
dtype: float64, 92909: const     0.003899
vwretd    0.094102
SMB      -0.001034
HML       0.000340
dtype: float64, 92910: const     0.002430
vwretd    0.105808
SMB      -0.000536
HML      -0.001158
dtype: float64, 92911: const    -0.000512
vwretd    0.376058
SMB       0.002377
HML      -0.001703
dtype: float64, 92912: const     0.001822
vwretd    0.206972
SMB      -0.003076
HML      -0.000189
dtype: float64, 92913: const     0.003522
vwretd    0.801153
SMB       0.005081
HML       0.000281
dtype: float64, 92914: const     0.000682
vwretd    0.731723
SMB       0.001879
HML      -0.001466
dtype: float64, 92915: const    -0.003192
vwretd    1.001384
SMB       0.004728
HML       0.007380
dtype: float64, 92916: const    -0.004718
vwretd    1.024458
SMB       0.000204
HML       0.000767
dtype: float64, 92917: const    -0.011911
vwretd    1.269482
SMB       0.019046
HML      -0.005135
dtype: float64, 92918: const     0.004255
vwretd    1.003439
SMB       0.000977
HML       0.004986
dtype: float64, 92919: const    -0.002669
vwretd    0.670204
SMB       0.004094
HML       0.007193
dtype: float64, 92920: const     0.007539
vwretd    0.202169
SMB       0.021227
HML       0.000648
dtype: float64, 92921: const    -0.000255
vwretd    1.429915
SMB      -0.000893
HML      -0.000463
dtype: float64, 92922: const    -0.000276
vwretd    0.555540
SMB       0.000661
HML       0.000563
dtype: float64, 92923: const     0.011477
vwretd    0.741987
SMB       0.005444
HML      -0.004940
dtype: float64, 92924: const     0.007876
vwretd    0.248498
SMB       0.010944
HML       0.011968
dtype: float64, 92925: const    -0.028827
vwretd    1.411948
SMB       0.006029
HML      -0.004893
dtype: float64, 92926: const    -0.014490
vwretd    1.394470
SMB       0.001368
HML      -0.004646
dtype: float64, 92927: const     0.002224
vwretd    0.164144
SMB       0.000465
HML      -0.000631
dtype: float64, 92928: const     0.000407
vwretd    1.021936
SMB      -0.000131
HML       0.002756
dtype: float64, 92929: const    -0.011143
vwretd    1.235149
SMB      -0.002271
HML       0.005622
dtype: float64, 92930: const     0.006518
vwretd    0.937558
SMB       0.003547
HML       0.005049
dtype: float64, 92931: const     0.008429
vwretd    1.326053
SMB      -0.001430
HML      -0.013645
dtype: float64, 92932: const    -0.047207
vwretd    1.355870
SMB      -0.010181
HML       0.013555
dtype: float64, 92933: const    -0.003873
vwretd    0.359046
SMB      -0.001177
HML       0.000672
dtype: float64, 92934: const     0.021663
vwretd    0.490159
SMB       0.025206
HML       0.003865
dtype: float64, 92935: const     0.002985
vwretd    0.888131
SMB       0.009343
HML      -0.008949
dtype: float64, 92936: const    -0.002124
vwretd    1.147726
SMB       0.014554
HML      -0.006421
dtype: float64, 92937: const    -0.037447
vwretd    0.839733
SMB      -0.007975
HML       0.027057
dtype: float64, 92938: const    -0.089385
vwretd    1.722279
SMB       0.009808
HML      -0.013060
dtype: float64, 92939: const    -0.006408
vwretd    0.860497
SMB      -0.000902
HML       0.003335
dtype: float64, 92940: const     0.018374
vwretd    0.792613
SMB       0.008302
HML      -0.001579
dtype: float64, 92941: const    -0.020071
vwretd    0.949901
SMB      -0.000840
HML       0.003875
dtype: float64, 92942: const    -0.025151
vwretd    1.642545
SMB       0.022973
HML      -0.012361
dtype: float64, 92943: const     0.011381
vwretd    0.292625
SMB       0.009106
HML       0.015823
dtype: float64, 92944: const    -0.031955
vwretd    3.090103
SMB      -0.022166
HML       0.016873
dtype: float64, 92945: const     0.004107
vwretd    0.268942
SMB       0.002096
HML      -0.006269
dtype: float64, 92946: const    -0.039382
vwretd    0.665443
SMB       0.011603
HML       0.002476
dtype: float64, 92947: const    -0.080390
vwretd    0.608796
SMB      -0.024048
HML       0.023018
dtype: float64, 92948: const    -0.011918
vwretd    1.051506
SMB       0.003388
HML       0.001538
dtype: float64, 92949: const     0.008907
vwretd    0.576670
SMB      -0.000226
HML      -0.000263
dtype: float64, 92950: const    -0.002216
vwretd    0.302236
SMB       0.000146
HML      -0.000110
dtype: float64, 92951: const    -0.009484
vwretd    1.136348
SMB       0.006451
HML       0.003792
dtype: float64, 92952: const    -0.004453
vwretd    0.893301
SMB      -0.000939
HML       0.004067
dtype: float64, 92953: const    -0.015206
vwretd    1.859217
SMB      -0.000100
HML       0.002032
dtype: float64, 92954: const     -2.082466
vwretd    11.300130
SMB       -1.719856
HML       -0.466717
dtype: float64, 92955: const     0.012691
vwretd   -2.258979
SMB       0.009321
HML      -0.009811
dtype: float64, 92956: const    -0.012482
vwretd    2.023151
SMB      -0.004264
HML       0.001793
dtype: float64, 92957: const     0.011178
vwretd   -2.505904
SMB       0.004682
HML       0.005063
dtype: float64, 92958: const    -0.007219
vwretd    1.374410
SMB      -0.000550
HML       0.000266
dtype: float64, 92959: const     0.003520
vwretd   -2.058839
SMB       0.006515
HML      -0.000733
dtype: float64, 92960: const    -0.009511
vwretd   -2.683329
SMB       0.005298
HML       0.003174
dtype: float64, 92961: const    -0.002170
vwretd    3.097550
SMB      -0.004269
HML       0.000546
dtype: float64, 92962: const    -0.028278
vwretd    1.223351
SMB      -0.000887
HML       0.019573
dtype: float64, 92963: const     0.006567
vwretd   -2.156549
SMB       0.006843
HML       0.002108
dtype: float64, 92964: const    -0.011916
vwretd    1.442094
SMB      -0.000157
HML       0.000348
dtype: float64, 92965: const     0.013205
vwretd    0.812210
SMB      -0.000687
HML       0.003069
dtype: float64, 92966: const    -0.004698
vwretd    0.967672
SMB       0.002272
HML       0.002954
dtype: float64, 92967: const     0.000839
vwretd    0.309307
SMB      -0.000004
HML      -0.001612
dtype: float64, 92968: const     0.000979
vwretd   -0.014644
SMB      -0.000045
HML      -0.000324
dtype: float64, 92969: const     0.000981
vwretd    0.938582
SMB      -0.001357
HML       0.001063
dtype: float64, 92970: const    -0.112604
vwretd    2.156704
SMB      -0.028141
HML      -0.008842
dtype: float64, 92971: const    -0.013686
vwretd   -2.229764
SMB       0.001373
HML       0.005952
dtype: float64, 92972: const    -0.004977
vwretd    2.603996
SMB      -0.001236
HML      -0.000710
dtype: float64, 92973: const    -0.013632
vwretd    1.225562
SMB       0.003219
HML      -0.003971
dtype: float64, 92974: const    -0.000751
vwretd    0.699609
SMB       0.000878
HML      -0.003136
dtype: float64, 92975: const    -0.006343
vwretd    1.211754
SMB      -0.004884
HML      -0.005217
dtype: float64, 92976: const     0.001919
vwretd    0.950675
SMB       0.002224
HML       0.003449
dtype: float64, 92977: const     0.000457
vwretd    1.030640
SMB      -0.001227
HML       0.000669
dtype: float64, 92978: const    -0.000474
vwretd    2.033730
SMB      -0.000815
HML       0.000758
dtype: float64, 92979: const    -0.006510
vwretd   -1.895651
SMB       0.000924
HML      -0.000671
dtype: float64, 92980: const    -0.003880
vwretd    1.088446
SMB       0.001235
HML       0.005862
dtype: float64, 92981: const    -0.000276
vwretd    1.066988
SMB       0.000217
HML       0.003352
dtype: float64, 92982: const    -0.055885
vwretd    1.574338
SMB      -0.009264
HML      -0.017227
dtype: float64, 92983: const    -0.010281
vwretd    1.658052
SMB       0.010407
HML       0.003519
dtype: float64, 92984: const     0.011580
vwretd    0.643079
SMB       0.007212
HML      -0.001669
dtype: float64, 92985: const     0.000992
vwretd    0.821772
SMB       0.009054
HML       0.008111
dtype: float64, 92986: const     0.002899
vwretd    2.232403
SMB      -0.001477
HML       0.021912
dtype: float64, 92987: const     0.002487
vwretd    0.310577
SMB       0.005309
HML       0.002901
dtype: float64, 92988: const     0.008123
vwretd    0.686363
SMB       0.006759
HML       0.002175
dtype: float64, 92989: const    -0.041926
vwretd    0.756260
SMB       0.003381
HML       0.005951
dtype: float64, 92990: const    -0.074011
vwretd    1.148652
SMB       0.001908
HML       0.006941
dtype: float64, 92991: const    -0.077661
vwretd    0.051691
SMB       0.007905
HML      -0.002438
dtype: float64, 92992: const     0.008863
vwretd    1.134669
SMB      -0.013199
HML      -0.001548
dtype: float64, 92993: const    -0.003626
vwretd    1.118785
SMB      -0.002881
HML       0.000376
dtype: float64, 92994: const    -0.010169
vwretd    0.937030
SMB      -0.000509
HML      -0.000175
dtype: float64, 92995: const     0.000457
vwretd    0.091163
SMB      -0.000115
HML      -0.000162
dtype: float64, 92996: const    -0.004813
vwretd    0.123893
SMB       0.002842
HML       0.005825
dtype: float64, 92997: const    -0.036093
vwretd    2.085285
SMB       0.015144
HML       0.025189
dtype: float64, 92998: const    -0.091475
vwretd    1.545344
SMB      -0.002241
HML      -0.006718
dtype: float64, 92999: const     0.001369
vwretd    1.134483
SMB       0.001053
HML       0.005119
dtype: float64, 93001: const    -0.001153
vwretd    0.953715
SMB      -0.000588
HML       0.005257
dtype: float64, 93002: const     0.017529
vwretd    1.039344
SMB       0.000080
HML      -0.002472
dtype: float64, 93003: const    -0.067131
vwretd    1.620886
SMB      -0.005527
HML      -0.014817
dtype: float64, 93004: const    -0.008878
vwretd    0.496200
SMB       0.003954
HML      -0.000849
dtype: float64, 93005: const    -0.09308
vwretd    1.76912
SMB      -0.01069
HML      -0.01531
dtype: float64, 93006: const    -0.150237
vwretd    2.871319
SMB       0.006373
HML      -0.022503
dtype: float64, 93007: const    -0.069891
vwretd    2.542843
SMB       0.015772
HML      -0.007952
dtype: float64, 93009: const     0.008621
vwretd    0.518740
SMB       0.015551
HML       0.010584
dtype: float64, 93010: const    -0.011804
vwretd    1.221111
SMB      -0.001513
HML       0.001839
dtype: float64, 93011: const    -0.007475
vwretd    0.315537
SMB      -0.000556
HML      -0.000154
dtype: float64, 93012: const    -0.021214
vwretd    0.164176
SMB       0.001412
HML      -0.007023
dtype: float64, 93013: const    -0.004688
vwretd    1.168358
SMB      -0.004509
HML       0.001956
dtype: float64, 93014: const    -0.000758
vwretd    1.126126
SMB       0.000994
HML       0.006267
dtype: float64, 93015: const    -0.067393
vwretd    1.830323
SMB      -0.011791
HML      -0.003558
dtype: float64, 93016: const    -0.014600
vwretd    1.082974
SMB       0.007763
HML      -0.007513
dtype: float64, 93017: const    -0.030493
vwretd    0.613626
SMB       0.018932
HML      -0.006587
dtype: float64, 93018: const    -0.000700
vwretd    0.902485
SMB       0.000210
HML       0.001049
dtype: float64, 93019: const     0.003619
vwretd    0.557477
SMB      -0.002913
HML       0.005389
dtype: float64, 93020: const    -0.016845
vwretd    1.416358
SMB       0.003354
HML      -0.006093
dtype: float64, 93021: const     0.002369
vwretd    0.153465
SMB      -0.001478
HML      -0.002295
dtype: float64, 93022: const     0.000410
vwretd    0.914698
SMB      -0.001467
HML       0.002974
dtype: float64, 93023: const     0.001588
vwretd    1.070148
SMB      -0.002501
HML      -0.003287
dtype: float64, 93024: const     0.001091
vwretd    0.991551
SMB      -0.001919
HML      -0.000501
dtype: float64, 93025: const    -0.011860
vwretd    1.201307
SMB       0.011298
HML       0.006345
dtype: float64, 93026: const     0.002410
vwretd    0.227282
SMB       0.000614
HML      -0.002438
dtype: float64, 93027: const     0.001031
vwretd    0.249839
SMB      -0.001827
HML      -0.003928
dtype: float64, 93028: const     0.001101
vwretd    0.126903
SMB      -0.000652
HML      -0.001334
dtype: float64, 93029: const     0.005334
vwretd   -0.155756
SMB      -0.000880
HML      -0.003595
dtype: float64, 93030: const    -0.008564
vwretd    0.205979
SMB       0.053093
HML       0.000214
dtype: float64, 93031: const     0.010129
vwretd    1.981663
SMB       0.006106
HML       0.019613
dtype: float64, 93032: const     0.000234
vwretd    0.317285
SMB      -0.001119
HML      -0.001219
dtype: float64, 93033: const    -0.159903
vwretd    0.073345
SMB       0.011828
HML       0.008672
dtype: float64, 93034: const     0.000011
vwretd    0.012126
SMB       0.000051
HML      -0.000081
dtype: float64, 93035: const     0.003694
vwretd    1.200038
SMB       0.004626
HML       0.003754
dtype: float64, 93036: const     0.012855
vwretd   -0.995297
SMB      -0.001438
HML      -0.007434
dtype: float64, 93037: const    -0.139261
vwretd    2.246775
SMB       0.022825
HML      -0.042428
dtype: float64, 93038: const    -0.062861
vwretd    1.767046
SMB      -0.051810
HML      -0.002256
dtype: float64, 93039: const    -0.100214
vwretd    0.248785
SMB      -0.003346
HML      -0.000319
dtype: float64, 93040: const    -0.002920
vwretd    0.782071
SMB       0.009094
HML       0.010522
dtype: float64, 93041: const     0.004344
vwretd    1.279845
SMB       0.023104
HML       0.035780
dtype: float64, 93042: const    -0.005271
vwretd    1.681402
SMB      -0.000881
HML       0.000231
dtype: float64, 93043: const     0.002845
vwretd    0.735998
SMB       0.018283
HML       0.002012
dtype: float64, 93044: const    -0.028199
vwretd    0.680209
SMB       0.022918
HML      -0.003894
dtype: float64, 93046: const    -0.053695
vwretd    1.995195
SMB      -0.012750
HML       0.009303
dtype: float64, 93047: const    -0.013331
vwretd    1.072949
SMB      -0.016100
HML      -0.011916
dtype: float64, 93048: const    -0.005008
vwretd    0.575601
SMB      -0.001342
HML       0.009821
dtype: float64, 93049: const    -0.017301
vwretd    1.041042
SMB       0.013726
HML       0.012162
dtype: float64, 93050: const    -0.000683
vwretd    1.730644
SMB      -0.012166
HML      -0.002800
dtype: float64, 93051: const    -0.009889
vwretd    1.542523
SMB       0.004802
HML       0.002719
dtype: float64, 93052: const    -0.018115
vwretd    0.786405
SMB      -0.014643
HML       0.011707
dtype: float64, 93053: const    -0.005972
vwretd    1.600067
SMB      -0.007582
HML       0.002117
dtype: float64, 93054: const    -0.002084
vwretd    1.209186
SMB      -0.007056
HML       0.009980
dtype: float64, 93055: const    -0.005053
vwretd    1.256244
SMB      -0.000509
HML      -0.003125
dtype: float64, 93056: const     0.002953
vwretd    0.988768
SMB      -0.000820
HML       0.007112
dtype: float64, 93057: const     0.001102
vwretd    1.054337
SMB       0.000545
HML      -0.003545
dtype: float64, 93058: const    -0.001095
vwretd    1.163210
SMB       0.001425
HML      -0.006400
dtype: float64, 93059: const     0.116899
vwretd    0.027575
SMB      -0.085221
HML       0.069604
dtype: float64, 93060: const     0.017944
vwretd    0.791977
SMB      -0.001467
HML       0.001194
dtype: float64, 93061: const     0.105727
vwretd    0.030129
SMB      -0.113694
HML       0.081010
dtype: float64, 93062: const    -0.001210
vwretd    0.196659
SMB      -0.000546
HML       0.000033
dtype: float64, 93063: const    -0.002249
vwretd    0.686870
SMB      -0.000703
HML       0.002767
dtype: float64, 93064: const    -0.020618
vwretd    1.718165
SMB      -0.001296
HML      -0.000018
dtype: float64, 93065: const    -0.005464
vwretd    1.029063
SMB       0.008714
HML       0.008291
dtype: float64, 93066: const    -0.029238
vwretd    1.185534
SMB       0.007560
HML      -0.018901
dtype: float64, 93067: const     0.010509
vwretd    0.961901
SMB      -0.004379
HML       0.005981
dtype: float64, 93068: const     0.030478
vwretd    0.949210
SMB      -0.004070
HML       0.011450
dtype: float64, 93069: const     0.008473
vwretd    1.118125
SMB       0.024138
HML      -0.007544
dtype: float64, 93070: const    -0.002266
vwretd    1.173571
SMB       0.003155
HML       0.005431
dtype: float64, 93071: const    -0.010067
vwretd    0.902246
SMB       0.011188
HML      -0.006530
dtype: float64, 93072: const    -0.017441
vwretd    1.355102
SMB      -0.007451
HML      -0.004278
dtype: float64, 93073: const     0.026076
vwretd    0.314620
SMB       0.012679
HML       0.000340
dtype: float64, 93074: const     0.090480
vwretd    1.939573
SMB      -0.008559
HML       0.014847
dtype: float64, 93075: const    -0.045175
vwretd    1.695800
SMB       0.019234
HML      -0.012327
dtype: float64, 93076: const    -0.035512
vwretd   -0.474425
SMB       0.007730
HML       0.010493
dtype: float64, 93077: const    -0.056667
vwretd    1.965268
SMB       0.010984
HML      -0.033111
dtype: float64, 93078: const    -0.049425
vwretd    1.326170
SMB       0.017700
HML       0.020683
dtype: float64, 93079: const     0.009095
vwretd    0.731658
SMB       0.003105
HML       0.006267
dtype: float64, 93080: const    -0.047987
vwretd    1.900049
SMB       0.025103
HML       0.009948
dtype: float64, 93081: const    -0.120199
vwretd    0.340940
SMB       0.039620
HML      -0.023784
dtype: float64, 93082: const    -0.033160
vwretd    1.475669
SMB       0.006841
HML      -0.007632
dtype: float64, 93083: const    -0.023629
vwretd    2.098053
SMB       0.000335
HML      -0.006003
dtype: float64, 93084: const    -0.006297
vwretd    1.999011
SMB       0.010235
HML       0.007640
dtype: float64, 93085: const     0.007947
vwretd    0.867109
SMB       0.034799
HML      -0.012189
dtype: float64, 93086: const     0.013323
vwretd    0.275653
SMB      -0.012620
HML      -0.006940
dtype: float64, 93087: const    -0.076476
vwretd    1.123347
SMB      -0.000027
HML      -0.008705
dtype: float64, 93088: const     0.008571
vwretd    1.098206
SMB      -0.025310
HML      -0.019901
dtype: float64, 93089: const     0.006886
vwretd    0.702017
SMB      -0.002584
HML      -0.004524
dtype: float64, 93090: const    -0.012522
vwretd    0.554464
SMB       0.003389
HML       0.020098
dtype: float64, 93091: const     0.008909
vwretd    0.930160
SMB      -0.001309
HML      -0.005794
dtype: float64, 93092: const     0.019891
vwretd    0.735261
SMB       0.030590
HML       0.006501
dtype: float64, 93093: const    -0.039391
vwretd    1.933392
SMB       0.001961
HML      -0.005670
dtype: float64, 93094: const    -0.004056
vwretd    1.599421
SMB       0.008560
HML       0.017420
dtype: float64, 93095: const    -0.028740
vwretd    1.644162
SMB       0.012329
HML       0.008690
dtype: float64, 93096: const     0.011983
vwretd    0.431462
SMB       0.000293
HML      -0.004749
dtype: float64, 93097: const    -0.044074
vwretd   -1.858447
SMB      -0.005062
HML       0.057874
dtype: float64, 93098: const    -0.002823
vwretd    1.282288
SMB       0.001238
HML       0.005633
dtype: float64, 93099: const     0.000621
vwretd    0.147306
SMB       0.000833
HML       0.000307
dtype: float64, 93100: const    -0.001768
vwretd    0.172980
SMB      -0.000965
HML      -0.000707
dtype: float64, 93101: const     0.001236
vwretd    1.308345
SMB       0.003817
HML       0.005963
dtype: float64, 93102: const    -0.013034
vwretd    1.531422
SMB      -0.006623
HML       0.000736
dtype: float64, 93103: const    -0.007628
vwretd    0.912130
SMB      -0.001058
HML      -0.002713
dtype: float64, 93104: const     0.000569
vwretd    0.402554
SMB       0.000775
HML       0.000874
dtype: float64, 93105: const     0.001211
vwretd    1.088095
SMB       0.001431
HML       0.008927
dtype: float64, 93106: const    -0.015571
vwretd    2.485852
SMB       0.002927
HML       0.003519
dtype: float64, 93107: const     0.002126
vwretd   -0.029485
SMB      -0.000658
HML      -0.002414
dtype: float64, 93108: const     0.000698
vwretd    0.033835
SMB       0.000045
HML       0.000088
dtype: float64, 93109: const     0.006396
vwretd   -0.227838
SMB      -0.005358
HML      -0.008208
dtype: float64, 93110: const     0.002749
vwretd    0.076928
SMB      -0.001484
HML      -0.001914
dtype: float64, 93111: const    -0.047397
vwretd    0.967282
SMB       0.022074
HML       0.007951
dtype: float64, 93112: const     0.000736
vwretd    1.016747
SMB      -0.000303
HML      -0.000060
dtype: float64, 93113: const    -0.003612
vwretd    1.275321
SMB       0.033703
HML       0.044398
dtype: float64, 93114: const     0.000885
vwretd    1.007305
SMB      -0.001091
HML      -0.000224
dtype: float64, 93115: const    -0.000331
vwretd    1.065217
SMB       0.007054
HML       0.001699
dtype: float64, 93116: const    -0.003783
vwretd    0.959891
SMB      -0.001393
HML       0.001079
dtype: float64, 93117: const     0.001067
vwretd    1.138997
SMB       0.001065
HML      -0.000601
dtype: float64, 93118: const    -0.007035
vwretd    1.567740
SMB       0.022809
HML      -0.020048
dtype: float64, 93119: const     0.076918
vwretd    0.006485
SMB       0.034710
HML       0.012136
dtype: float64, 93120: const    -0.004764
vwretd    0.309562
SMB      -0.003247
HML       0.003468
dtype: float64, 93121: const     0.012794
vwretd    0.134542
SMB       0.002816
HML       0.004549
dtype: float64, 93122: const    -0.001022
vwretd    0.640882
SMB      -0.001551
HML       0.000935
dtype: float64, 93123: const    -0.003772
vwretd    0.369284
SMB       0.003211
HML       0.003607
dtype: float64, 93124: const     0.000970
vwretd    1.977351
SMB      -0.008607
HML      -0.023275
dtype: float64, 93125: const    -0.018942
vwretd    1.675851
SMB      -0.016435
HML       0.008402
dtype: float64, 93126: const    -0.024657
vwretd    1.807655
SMB       0.008875
HML      -0.001301
dtype: float64, 93127: const    -0.026016
vwretd    2.032717
SMB      -0.034252
HML       0.051291
dtype: float64, 93128: const     0.001913
vwretd    1.087611
SMB       0.015204
HML       0.005590
dtype: float64, 93129: const    -0.083914
vwretd    1.094502
SMB       0.015504
HML      -0.010795
dtype: float64, 93130: const    -0.019372
vwretd    1.036701
SMB      -0.000619
HML      -0.001273
dtype: float64, 93131: const     0.007407
vwretd    0.273863
SMB      -0.000083
HML       0.001000
dtype: float64, 93132: const     0.015943
vwretd    1.242989
SMB       0.004018
HML      -0.006684
dtype: float64, 93133: const    -0.098249
vwretd    1.629376
SMB      -0.004469
HML      -0.012772
dtype: float64, 93134: const    -0.001008
vwretd    1.152865
SMB       0.003171
HML       0.000950
dtype: float64, 93135: const     0.036194
vwretd    0.318994
SMB       0.047995
HML       0.006245
dtype: float64, 93136: const     0.046804
vwretd    0.083557
SMB       0.044881
HML      -0.004966
dtype: float64, 93137: const    -0.001848
vwretd    0.886043
SMB      -0.000675
HML       0.000877
dtype: float64, 93138: const     0.014321
vwretd    0.557753
SMB       0.001458
HML       0.000222
dtype: float64, 93139: const     0.009785
vwretd    0.828664
SMB      -0.006228
HML      -0.000679
dtype: float64, 93141: const    -0.005623
vwretd    1.311948
SMB       0.014151
HML       0.007096
dtype: float64, 93142: const     0.000956
vwretd    0.201641
SMB      -0.000967
HML      -0.001110
dtype: float64, 93143: const     0.000707
vwretd    0.310574
SMB      -0.002586
HML      -0.002409
dtype: float64, 93144: const     0.000843
vwretd    0.093878
SMB      -0.000292
HML      -0.000299
dtype: float64, 93145: const     0.001377
vwretd   -0.010505
SMB      -0.000843
HML      -0.001679
dtype: float64, 93146: const     0.003198
vwretd   -0.089440
SMB      -0.003134
HML      -0.005439
dtype: float64, 93147: const     0.000548
vwretd   -0.002090
SMB      -0.000163
HML      -0.000358
dtype: float64, 93148: const     0.000416
vwretd    0.060021
SMB      -0.000722
HML      -0.001068
dtype: float64, 93149: const    -0.001683
vwretd    1.546106
SMB       0.016611
HML      -0.006941
dtype: float64, 93150: const    -0.000699
vwretd    1.166864
SMB       0.010001
HML       0.012761
dtype: float64, 93151: const    -0.003328
vwretd    1.442100
SMB       0.002748
HML      -0.004908
dtype: float64, 93152: const    -0.059952
vwretd    1.714161
SMB       0.013749
HML       0.019478
dtype: float64, 93153: const     0.001354
vwretd    0.136696
SMB       0.008936
HML       0.002432
dtype: float64, 93154: const     0.049340
vwretd   -4.299260
SMB       0.004199
HML       0.019360
dtype: float64, 93155: const    -0.040238
vwretd    3.379679
SMB      -0.009381
HML       0.014314
dtype: float64, 93156: const     0.030351
vwretd    1.328321
SMB       0.018144
HML      -0.001825
dtype: float64, 93157: const    -0.000400
vwretd   -1.945993
SMB      -0.002358
HML       0.001574
dtype: float64, 93158: const    -0.018866
vwretd    2.255666
SMB       0.000465
HML       0.001310
dtype: float64, 93159: const    -0.038800
vwretd    1.826816
SMB       0.021355
HML       0.024350
dtype: float64, 93160: const    -0.002068
vwretd    0.820158
SMB       0.002283
HML      -0.000941
dtype: float64, 93161: const    -0.002189
vwretd    0.863180
SMB       0.005863
HML       0.000429
dtype: float64, 93162: const    -0.004126
vwretd    0.944438
SMB       0.002560
HML      -0.000095
dtype: float64, 93163: const    -0.001850
vwretd    0.823352
SMB       0.003224
HML       0.000273
dtype: float64, 93164: const     0.024281
vwretd    1.005435
SMB       0.006553
HML      -0.002763
dtype: float64, 93165: const    -0.002777
vwretd    0.967618
SMB       0.000691
HML      -0.000877
dtype: float64, 93166: const    -0.002494
vwretd    0.784649
SMB       0.004146
HML      -0.003325
dtype: float64, 93167: const    -0.002105
vwretd    0.703034
SMB       0.001172
HML       0.003566
dtype: float64, 93168: const    -0.003272
vwretd    0.779788
SMB       0.000478
HML       0.002267
dtype: float64, 93169: const    -0.004079
vwretd    0.811531
SMB       0.002750
HML       0.001446
dtype: float64, 93170: const    -0.003354
vwretd    0.743205
SMB       0.003104
HML      -0.001003
dtype: float64, 93171: const     0.001344
vwretd    0.164546
SMB      -0.002702
HML      -0.003381
dtype: float64, 93172: const    -0.073093
vwretd    1.546356
SMB       0.021525
HML       0.013883
dtype: float64, 93173: const     0.000088
vwretd    0.320685
SMB      -0.002398
HML      -0.002264
dtype: float64, 93174: const    -0.000933
vwretd    1.408465
SMB       0.001043
HML       0.003493
dtype: float64, 93175: const     0.002543
vwretd    1.664448
SMB       0.016893
HML       0.008191
dtype: float64, 93176: const     0.094297
vwretd    0.008020
SMB       0.024014
HML       0.024002
dtype: float64, 93177: const    -0.010495
vwretd   -0.061353
SMB       0.016224
HML       0.005681
dtype: float64, 93178: const    -0.008300
vwretd    1.403509
SMB       0.010094
HML       0.006527
dtype: float64, 93179: const     0.010920
vwretd    0.688986
SMB      -0.002643
HML       0.006883
dtype: float64, 93180: const     0.001293
vwretd    0.062819
SMB      -0.000727
HML      -0.000876
dtype: float64, 93181: const     0.000724
vwretd    0.062733
SMB      -0.000086
HML      -0.000113
dtype: float64, 93182: const     0.000892
vwretd    1.093095
SMB      -0.000756
HML      -0.003251
dtype: float64, 93183: const     0.000586
vwretd    0.932189
SMB      -0.001374
HML       0.002547
dtype: float64, 93184: const    -0.099277
vwretd    2.375685
SMB      -0.023524
HML      -0.004361
dtype: float64, 93185: const     0.006554
vwretd    1.146519
SMB      -0.007214
HML       0.004416
dtype: float64, 93186: const    -0.001569
vwretd    0.865040
SMB      -0.001867
HML       0.001773
dtype: float64, 93187: const    -0.031711
vwretd    1.181704
SMB       0.016746
HML       0.006279
dtype: float64, 93188: const     0.022261
vwretd    0.045635
SMB       0.010836
HML      -0.003800
dtype: float64, 93189: const     0.012938
vwretd    0.967026
SMB       0.001501
HML      -0.001258
dtype: float64, 93190: const    -0.024039
vwretd    0.862073
SMB      -0.003046
HML       0.015956
dtype: float64, 93191: const    -0.032401
vwretd    1.544112
SMB       0.000702
HML       0.001570
dtype: float64, 93192: const     0.000126
vwretd   -0.080435
SMB      -0.004223
HML      -0.008986
dtype: float64, 93193: const     0.028170
vwretd   -1.042809
SMB       0.003499
HML       0.010080
dtype: float64, 93194: const     0.012837
vwretd    0.648368
SMB       0.034153
HML       0.104719
dtype: float64, 93195: const     0.028822
vwretd   -0.400842
SMB       0.019932
HML       0.016805
dtype: float64, 93196: const    -0.008967
vwretd    1.542738
SMB       0.012624
HML       0.008626
dtype: float64, 93197: const     0.000621
vwretd    0.959121
SMB      -0.005737
HML       0.004912
dtype: float64, 93198: const     -2.310791
vwretd   -23.894758
SMB        0.347571
HML       -1.167851
dtype: float64, 93200: const     0.001849
vwretd    0.923240
SMB       0.007952
HML       0.002391
dtype: float64, 93201: const     0.012701
vwretd    0.754668
SMB      -0.001752
HML      -0.040656
dtype: float64, 93202: const    -0.003825
vwretd    1.305675
SMB      -0.003529
HML       0.002130
dtype: float64, 93203: const    -0.008583
vwretd    0.757802
SMB      -0.003402
HML       0.002118
dtype: float64, 93204: const     0.006161
vwretd    0.566477
SMB      -0.000944
HML       0.000968
dtype: float64, 93205: const    -0.001244
vwretd    0.061444
SMB      -0.001626
HML       0.000806
dtype: float64, 93206: const    -0.005737
vwretd    0.937671
SMB       0.000292
HML       0.001660
dtype: float64, 93207: const     0.001884
vwretd    0.091776
SMB      -0.002504
HML      -0.001486
dtype: float64, 93208: const     0.002991
vwretd   -0.038543
SMB      -0.001330
HML      -0.001280
dtype: float64, 93209: const    -0.061501
vwretd    3.137836
SMB      -0.027372
HML       0.000218
dtype: float64, 93210: const    -0.004219
vwretd    1.011196
SMB       0.002374
HML       0.001548
dtype: float64, 93211: const     0.001633
vwretd   -0.014625
SMB      -0.000352
HML      -0.000688
dtype: float64, 93212: const     0.001276
vwretd   -0.006074
SMB      -0.000342
HML      -0.000500
dtype: float64, 93213: const     0.000854
vwretd    0.000272
SMB      -0.000443
HML      -0.000295
dtype: float64, 93214: const     0.000582
vwretd   -0.005549
SMB      -0.000249
HML      -0.000280
dtype: float64, 93215: const     0.000454
vwretd   -0.013749
SMB      -0.000107
HML      -0.000361
dtype: float64, 93216: const     0.000119
vwretd    0.003385
SMB      -0.000639
HML       0.000559
dtype: float64, 93217: const     0.005659
vwretd   -0.235890
SMB      -0.006827
HML      -0.011089
dtype: float64, 93218: const     0.002318
vwretd   -0.048740
SMB      -0.002803
HML      -0.005067
dtype: float64, 93219: const    -0.005270
vwretd    0.857286
SMB      -0.000167
HML       0.001294
dtype: float64, 93220: const     0.009154
vwretd    0.784985
SMB       0.014246
HML      -0.021702
dtype: float64, 93221: const    -0.005006
vwretd    1.052962
SMB       0.000209
HML       0.001010
dtype: float64, 93222: const     0.018033
vwretd    0.663516
SMB       0.007723
HML       0.013754
dtype: float64, 93223: const     0.011452
vwretd    0.790013
SMB       0.001942
HML      -0.002980
dtype: float64, 93224: const     0.016370
vwretd    0.226213
SMB      -0.003058
HML       0.006898
dtype: float64, 93225: const    -0.033107
vwretd    2.189190
SMB       0.009228
HML      -0.023836
dtype: float64, 93226: const    -0.012424
vwretd    1.471502
SMB      -0.004689
HML       0.002423
dtype: float64, 93227: const    -0.007896
vwretd   -0.233116
SMB      -0.007993
HML      -0.020101
dtype: float64, 93228: const    -0.013700
vwretd    1.300225
SMB      -0.001803
HML       0.001016
dtype: float64, 93229: const    -0.022459
vwretd    1.421853
SMB       0.001029
HML      -0.000948
dtype: float64, 93230: const    -0.040807
vwretd    1.229206
SMB       0.005831
HML       0.022742
dtype: float64, 93231: const    -0.007937
vwretd    1.222993
SMB      -0.003091
HML       0.006050
dtype: float64, 93232: const    -0.005932
vwretd    1.037853
SMB      -0.003991
HML       0.000772
dtype: float64, 93233: const     0.000597
vwretd    0.926564
SMB       0.007015
HML       0.002441
dtype: float64, 93234: const     0.013498
vwretd    0.384900
SMB       0.002367
HML       0.005511
dtype: float64, 93235: const     0.014459
vwretd    0.005340
SMB       0.001476
HML       0.000010
dtype: float64, 93236: const    -0.002750
vwretd    1.175221
SMB       0.017500
HML      -0.008157
dtype: float64, 93237: const    -0.034280
vwretd    1.345066
SMB       0.010047
HML      -0.002002
dtype: float64, 93238: const    -0.070712
vwretd    3.010431
SMB       0.044304
HML      -0.005754
dtype: float64, 93239: const    -0.062655
vwretd    2.343836
SMB       0.005535
HML      -0.003457
dtype: float64, 93240: const    -0.006028
vwretd    1.839720
SMB       0.020504
HML       0.068323
dtype: float64, 93241: const     0.003951
vwretd   -0.000438
SMB       0.001492
HML       0.005013
dtype: float64, 93242: const    -0.006799
vwretd    0.000642
SMB      -0.001494
HML      -0.005502
dtype: float64, 93243: const    -0.029695
vwretd    1.391242
SMB      -0.000462
HML       0.005288
dtype: float64, 93244: const     0.097746
vwretd   -4.908694
SMB      -0.134001
HML      -0.092970
dtype: float64, 93245: const    -0.016471
vwretd    1.380240
SMB       0.000550
HML       0.001569
dtype: float64, 93246: const     0.013585
vwretd    0.986568
SMB       0.009094
HML      -0.002822
dtype: float64, 93247: const     0.060525
vwretd    1.656646
SMB      -0.036091
HML      -0.010073
dtype: float64, 93248: const    -0.011605
vwretd    0.807785
SMB      -0.000631
HML      -0.001656
dtype: float64, 93249: const     0.003760
vwretd    0.276263
SMB      -0.000480
HML      -0.000453
dtype: float64, 93251: const    -0.007034
vwretd    0.842764
SMB       0.001058
HML       0.000642
dtype: float64, 93252: const    -0.010921
vwretd    0.263310
SMB      -0.001099
HML      -0.001745
dtype: float64, 93253: const     0.000481
vwretd    0.024900
SMB      -0.000341
HML      -0.000455
dtype: float64, 93254: const    -0.002167
vwretd    0.694234
SMB      -0.000418
HML       0.000456
dtype: float64, 93255: const    -0.010899
vwretd   -2.471706
SMB       0.006547
HML      -0.000118
dtype: float64, 93256: const    -0.009852
vwretd   -2.775370
SMB      -0.009304
HML      -0.002200
dtype: float64, 93257: const    -0.010554
vwretd   -2.778205
SMB      -0.022204
HML      -0.000883
dtype: float64, 93258: const    -0.005724
vwretd    3.093836
SMB       0.026204
HML       0.005324
dtype: float64, 93259: const    -0.003809
vwretd    3.142439
SMB       0.012061
HML       0.006003
dtype: float64, 93260: const    -0.000870
vwretd    2.940202
SMB      -0.005115
HML       0.005684
dtype: float64, 93261: const     0.004129
vwretd    0.751911
SMB      -0.001925
HML      -0.002603
dtype: float64, 93262: const     0.002484
vwretd    0.462130
SMB       0.000405
HML       0.001500
dtype: float64, 93263: const     0.059926
vwretd    1.787739
SMB       0.020230
HML      -0.006600
dtype: float64, 93264: const    -0.000439
vwretd    0.972426
SMB       0.013328
HML      -0.000994
dtype: float64, 93265: const    -0.040618
vwretd    1.687740
SMB      -0.028331
HML       0.026127
dtype: float64, 93266: const     0.002937
vwretd    0.974316
SMB       0.011510
HML       0.003036
dtype: float64, 93267: const    -0.001534
vwretd    0.887436
SMB       0.004067
HML       0.002836
dtype: float64, 93268: const    -0.017934
vwretd   -2.955607
SMB       0.007505
HML       0.014186
dtype: float64, 93269: const     0.001935
vwretd    3.508464
SMB      -0.005787
HML      -0.011823
dtype: float64, 93270: const    -0.020104
vwretd   -0.332361
SMB       0.021533
HML       0.000501
dtype: float64, 93271: const    -0.005224
vwretd    1.159362
SMB       0.003125
HML       0.000922
dtype: float64, 93272: const     0.009956
vwretd    1.376015
SMB       0.015329
HML      -0.000857
dtype: float64, 93273: const    -0.010840
vwretd    3.860377
SMB       0.022452
HML      -0.003623
dtype: float64, 93274: const     0.010552
vwretd    1.160426
SMB      -0.008510
HML      -0.013662
dtype: float64, 93275: const     0.000074
vwretd    0.773645
SMB       0.000679
HML      -0.002857
dtype: float64, 93276: const     0.001152
vwretd    1.048621
SMB       0.005013
HML       0.000451
dtype: float64, 93277: const     0.001440
vwretd    0.971172
SMB      -0.000743
HML      -0.000190
dtype: float64, 93278: const     0.061525
vwretd   -4.034522
SMB       0.008004
HML       0.027006
dtype: float64, 93279: const    -0.106081
vwretd    0.159544
SMB       0.001047
HML      -0.014464
dtype: float64, 93280: const    -0.065820
vwretd    3.782331
SMB       0.002221
HML      -0.030043
dtype: float64, 93281: const     0.054473
vwretd   -2.861014
SMB      -0.011709
HML       0.025453
dtype: float64, 93282: const    -0.015408
vwretd    2.279380
SMB      -0.004236
HML       0.002648
dtype: float64, 93283: const    -0.031434
vwretd   -3.391412
SMB       0.000706
HML       0.006209
dtype: float64, 93284: const     0.004927
vwretd    3.908667
SMB       0.004171
HML      -0.002688
dtype: float64, 93285: const    -0.005724
vwretd    0.948006
SMB       0.020875
HML      -0.005359
dtype: float64, 93286: const    -0.013766
vwretd    1.512824
SMB      -0.000137
HML      -0.001638
dtype: float64, 93287: const     0.023904
vwretd    1.005957
SMB       0.031669
HML       0.001158
dtype: float64, 93288: const    -0.015494
vwretd    1.380010
SMB       0.002421
HML       0.004323
dtype: float64, 93289: const     0.003250
vwretd    1.369080
SMB       0.004989
HML      -0.002033
dtype: float64, 93290: const     0.001214
vwretd    0.554860
SMB       0.020881
HML      -0.003417
dtype: float64, 93291: const     0.002313
vwretd   -1.167842
SMB      -0.000824
HML      -0.002023
dtype: float64, 93292: const    -0.000573
vwretd   -0.830223
SMB       0.001192
HML       0.001255
dtype: float64, 93293: const     0.002207
vwretd   -0.659536
SMB      -0.000841
HML      -0.000057
dtype: float64, 93294: const    -0.016740
vwretd    1.594413
SMB       0.001997
HML       0.005217
dtype: float64, 93295: const     0.005763
vwretd    0.968738
SMB      -0.001850
HML      -0.005115
dtype: float64, 93296: const    -0.003312
vwretd    1.230399
SMB       0.004966
HML       0.003634
dtype: float64, 93297: const    -0.037497
vwretd    1.338957
SMB       0.010261
HML       0.003344
dtype: float64, 93298: const    -0.030067
vwretd   -0.350186
SMB       0.010273
HML       0.015776
dtype: float64, 93299: const     0.000022
vwretd    0.755808
SMB       0.009586
HML       0.012667
dtype: float64, 93300: const    -0.053163
vwretd    2.205311
SMB       0.001442
HML      -0.033261
dtype: float64, 93301: const     0.008468
vwretd    0.710827
SMB       0.017951
HML      -0.006432
dtype: float64, 93302: const    -0.020810
vwretd    1.587400
SMB       0.009656
HML       0.002663
dtype: float64, 93303: const    -0.010987
vwretd    1.206679
SMB      -0.000486
HML       0.005947
dtype: float64, 93304: const     0.005179
vwretd    0.824437
SMB       0.008154
HML       0.006095
dtype: float64, 93305: const     0.005199
vwretd    1.367316
SMB       0.019610
HML       0.006046
dtype: float64, 93306: const     0.011877
vwretd    1.042223
SMB       0.004328
HML       0.001306
dtype: float64, 93307: const    -0.034416
vwretd    1.442725
SMB      -0.015694
HML       0.005178
dtype: float64, 93308: const    -0.048073
vwretd    4.041383
SMB      -0.018038
HML       0.095312
dtype: float64, 93309: const    -0.018051
vwretd    1.152197
SMB       0.001097
HML       0.004908
dtype: float64, 93310: const    -0.056956
vwretd    4.863288
SMB      -0.043420
HML       0.006217
dtype: float64, 93311: const    -0.307902
vwretd    6.212807
SMB      -0.031699
HML       0.061828
dtype: float64, 93312: const     0.004186
vwretd    1.302461
SMB      -0.000077
HML      -0.000682
dtype: float64, 93313: const    -0.025011
vwretd    2.922328
SMB       0.021095
HML      -0.025500
dtype: float64, 93314: const    -0.005655
vwretd    1.438621
SMB       0.007004
HML       0.008065
dtype: float64, 93315: const     0.006326
vwretd    0.520633
SMB       0.000437
HML       0.004030
dtype: float64, 93316: const     0.002865
vwretd    0.863084
SMB       0.009824
HML       0.004017
dtype: float64, 93317: const    -0.052711
vwretd    2.811973
SMB       0.005029
HML      -0.011166
dtype: float64, 93318: const    -0.006910
vwretd    0.957195
SMB       0.001628
HML      -0.002296
dtype: float64, 93319: const    -0.009457
vwretd    1.599811
SMB       0.001046
HML       0.006546
dtype: float64, 93320: const    -0.026338
vwretd    1.710181
SMB      -0.001312
HML      -0.012501
dtype: float64, 93321: const     0.002841
vwretd    0.877836
SMB       0.008420
HML       0.001180
dtype: float64, 93322: const    -0.025826
vwretd    1.373964
SMB       0.003475
HML       0.000820
dtype: float64, 93323: const     0.013682
vwretd    0.987438
SMB       0.026919
HML       0.005992
dtype: float64, 93324: const    -0.108495
vwretd    4.100701
SMB      -0.023381
HML       0.056234
dtype: float64, 93325: const     0.001403
vwretd    0.295120
SMB      -0.001561
HML      -0.001996
dtype: float64, 93329: const    -0.006438
vwretd    0.937345
SMB      -0.001931
HML       0.001612
dtype: float64, 93330: const     0.007653
vwretd    0.998733
SMB       0.004485
HML       0.005522
dtype: float64, 93331: const    -0.004796
vwretd   -1.080594
SMB      -0.008464
HML      -0.008531
dtype: float64, 93332: const     0.002838
vwretd    2.258623
SMB       0.017632
HML       0.020220
dtype: float64, 93333: const    -0.020726
vwretd    2.354537
SMB      -0.006808
HML      -0.001649
dtype: float64, 93334: const    -0.012897
vwretd    2.155327
SMB      -0.005135
HML       0.003456
dtype: float64, 93335: const    -0.019642
vwretd    2.592902
SMB      -0.002921
HML      -0.001964
dtype: float64, 93336: const    -0.022527
vwretd    2.338967
SMB      -0.006669
HML       0.014524
dtype: float64, 93337: const    -0.024724
vwretd    1.907134
SMB      -0.008083
HML      -0.001588
dtype: float64, 93338: const    -0.041664
vwretd    1.595758
SMB       0.023433
HML       0.029480
dtype: float64, 93339: const    -0.007880
vwretd    1.354800
SMB       0.008668
HML       0.006022
dtype: float64, 93340: const     0.001993
vwretd    1.673990
SMB       0.013000
HML       0.005213
dtype: float64, 93341: const     0.006882
vwretd    1.696307
SMB       0.013905
HML      -0.010333
dtype: float64, 93342: const    -0.007756
vwretd    0.995581
SMB       0.002080
HML       0.000864
dtype: float64, 93343: const    -0.015792
vwretd   -1.529284
SMB      -0.013588
HML       0.011971
dtype: float64, 93344: const    -0.027996
vwretd    2.276631
SMB       0.009307
HML      -0.015824
dtype: float64, 93345: const     0.001375
vwretd    0.802687
SMB       0.017405
HML      -0.005651
dtype: float64, 93346: const    -0.116621
vwretd    1.404559
SMB      -0.010876
HML      -0.005316
dtype: float64, 93347: const    -0.005201
vwretd    0.463232
SMB       0.004440
HML      -0.002795
dtype: float64, 93349: const     0.017406
vwretd    2.011499
SMB      -0.002698
HML      -0.006859
dtype: float64, 93350: const     0.026410
vwretd    1.476105
SMB      -0.012666
HML      -0.035364
dtype: float64, 93351: const    -0.076760
vwretd    2.259498
SMB      -0.022187
HML       0.003595
dtype: float64, 93352: const     0.001783
vwretd    0.547794
SMB       0.003181
HML       0.001967
dtype: float64, 93353: const    -0.040379
vwretd    0.180149
SMB       0.009883
HML       0.021876
dtype: float64, 93354: const    -0.006913
vwretd    2.191879
SMB       0.002616
HML      -0.001688
dtype: float64, 93355: const    -0.065615
vwretd    3.560581
SMB      -0.001800
HML      -0.035080
dtype: float64, 93356: const     0.018061
vwretd    0.785752
SMB       0.009461
HML      -0.003947
dtype: float64, 93357: const    -0.004328
vwretd    1.130375
SMB       0.004550
HML       0.007556
dtype: float64, 93358: const    -0.120411
vwretd    2.805163
SMB      -0.017897
HML       0.013595
dtype: float64, 93359: const    -0.001338
vwretd    1.180587
SMB       0.008612
HML       0.006420
dtype: float64, 93360: const    -0.011996
vwretd    1.653754
SMB       0.014951
HML       0.016552
dtype: float64, 93361: const     0.000035
vwretd    0.919977
SMB       0.006270
HML       0.004944
dtype: float64, 93362: const     0.001069
vwretd    1.113659
SMB       0.007769
HML       0.003544
dtype: float64, 93363: const     0.002767
vwretd    1.066524
SMB       0.008022
HML       0.000839
dtype: float64, 93364: const     0.005928
vwretd    0.590643
SMB       0.006366
HML       0.002211
dtype: float64, 93365: const     0.002154
vwretd    0.645386
SMB       0.002172
HML       0.001050
dtype: float64, 93366: const     0.005209
vwretd    0.898848
SMB       0.009003
HML      -0.002389
dtype: float64, 93367: const     0.001001
vwretd    1.138082
SMB       0.009622
HML       0.002905
dtype: float64, 93368: const     0.003831
vwretd    0.348181
SMB       0.004169
HML       0.005463
dtype: float64, 93369: const     0.012988
vwretd    0.513341
SMB       0.017443
HML      -0.003969
dtype: float64, 93370: const    -0.001473
vwretd    0.533102
SMB       0.001086
HML       0.001790
dtype: float64, 93371: const     0.027352
vwretd    1.673454
SMB       0.010297
HML       0.003272
dtype: float64, 93372: const     0.004268
vwretd    0.945184
SMB       0.003743
HML       0.003637
dtype: float64, 93373: const     0.032958
vwretd    0.453151
SMB       0.072965
HML       0.022996
dtype: float64, 93374: const     0.003358
vwretd    1.097663
SMB      -0.003130
HML       0.000123
dtype: float64, 93375: const    -0.028598
vwretd    1.313401
SMB      -0.001502
HML      -0.003484
dtype: float64, 93376: const     0.000203
vwretd    1.030694
SMB       0.000369
HML       0.001089
dtype: float64, 93377: const    -0.006020
vwretd    0.877560
SMB       0.000210
HML       0.002875
dtype: float64, 93378: const    -0.000726
vwretd    1.068930
SMB       0.000046
HML       0.003161
dtype: float64, 93379: const    -0.012664
vwretd    1.378934
SMB      -0.005180
HML       0.002174
dtype: float64, 93380: const     0.014737
vwretd    1.545917
SMB       0.017169
HML      -0.003050
dtype: float64, 93381: const     0.005431
vwretd   -0.304377
SMB       0.006395
HML       0.007434
dtype: float64, 93382: const    -0.065915
vwretd    2.450681
SMB      -0.005131
HML       0.011583
dtype: float64, 93383: const    -0.000707
vwretd    0.997663
SMB       0.000757
HML      -0.002545
dtype: float64, 93384: const    -0.027195
vwretd    1.286027
SMB       0.010952
HML       0.017244
dtype: float64, 93385: const    -0.003908
vwretd    0.418036
SMB      -0.001759
HML      -0.000221
dtype: float64, 93386: const     0.009721
vwretd   -0.124096
SMB      -0.002965
HML      -0.004378
dtype: float64, 93387: const     0.010394
vwretd    0.734808
SMB       0.003078
HML       0.012727
dtype: float64, 93388: const    -0.003734
vwretd    1.044636
SMB      -0.001052
HML       0.001301
dtype: float64, 93389: const    -0.105148
vwretd    2.810661
SMB      -0.014844
HML      -0.010393
dtype: float64, 93390: const    -0.030730
vwretd    2.102205
SMB      -0.002691
HML      -0.011552
dtype: float64, 93391: const    -0.056044
vwretd    2.416587
SMB      -0.064179
HML       0.033596
dtype: float64, 93392: const     0.054605
vwretd    1.224065
SMB       0.004479
HML      -0.000328
dtype: float64, 93393: const     0.012373
vwretd    1.853318
SMB       0.016812
HML      -0.014099
dtype: float64, 93395: const    -0.035084
vwretd    1.664987
SMB      -0.040351
HML       0.017170
dtype: float64, 93396: const     0.044023
vwretd   -0.374047
SMB       0.033744
HML      -0.039469
dtype: float64, 93397: const    -0.004576
vwretd    0.748548
SMB       0.008011
HML       0.003941
dtype: float64, 93398: const    -0.058953
vwretd    3.203086
SMB      -0.005843
HML      -0.022936
dtype: float64, 93399: const    -0.028622
vwretd    0.874812
SMB       0.011478
HML       0.005377
dtype: float64, 93400: const     0.007150
vwretd   -0.160164
SMB       0.022789
HML      -0.011961
dtype: float64, 93401: const     0.001190
vwretd    0.473644
SMB       0.010739
HML      -0.002499
dtype: float64, 93402: const     0.011959
vwretd    2.730068
SMB      -0.007882
HML      -0.010688
dtype: float64, 93404: const    -0.085094
vwretd    1.311442
SMB      -0.000015
HML      -0.003009
dtype: float64, 93406: const    -0.031398
vwretd    2.306316
SMB      -0.002796
HML       0.009040
dtype: float64, 93407: const     0.001245
vwretd    0.122518
SMB      -0.000478
HML      -0.000252
dtype: float64, 93408: const     0.001454
vwretd    0.094574
SMB      -0.000353
HML      -0.000086
dtype: float64, 93409: const     0.001085
vwretd    0.090311
SMB      -0.000017
HML      -0.000129
dtype: float64, 93410: const     0.000444
vwretd    0.092306
SMB      -0.000249
HML      -0.000330
dtype: float64, 93411: const     0.000261
vwretd    0.061183
SMB      -0.000551
HML      -0.000284
dtype: float64, 93412: const     0.000181
vwretd    0.015626
SMB      -0.000216
HML       0.000058
dtype: float64, 93413: const    -0.001272
vwretd    0.010786
SMB      -0.000169
HML      -0.000784
dtype: float64, 93414: const    -0.017236
vwretd    1.252967
SMB       0.002402
HML       0.003501
dtype: float64, 93415: const    -0.006756
vwretd    1.821966
SMB       0.003301
HML       0.011923
dtype: float64, 93416: const    -0.000896
vwretd    0.581842
SMB      -0.001112
HML       0.000244
dtype: float64, 93417: const    -0.015744
vwretd    1.593810
SMB      -0.002455
HML       0.001448
dtype: float64, 93418: const    -0.013669
vwretd    0.986114
SMB       0.001673
HML       0.011718
dtype: float64, 93419: const    -0.005743
vwretd    0.931920
SMB       0.003507
HML       0.002325
dtype: float64, 93420: const    -0.016950
vwretd    2.268247
SMB       0.019341
HML       0.027667
dtype: float64, 93421: const    -0.004135
vwretd    0.493174
SMB      -0.001531
HML      -0.000311
dtype: float64, 93422: const    -0.021873
vwretd    3.318137
SMB       0.020380
HML       0.015024
dtype: float64, 93423: const    -0.000910
vwretd    1.772939
SMB       0.007411
HML       0.005492
dtype: float64, 93424: const    -0.001279
vwretd    0.095288
SMB       0.001678
HML       0.002957
dtype: float64, 93425: const    -0.003535
vwretd    0.996227
SMB       0.004433
HML       0.009937
dtype: float64, 93426: const     0.001291
vwretd    0.994050
SMB       0.009568
HML       0.002668
dtype: float64, 93427: const     0.013754
vwretd    0.768035
SMB       0.007784
HML       0.000210
dtype: float64, 93428: const     0.007645
vwretd    1.273016
SMB       0.014420
HML      -0.007338
dtype: float64, 93429: const     0.010616
vwretd    0.554095
SMB       0.000370
HML       0.002054
dtype: float64, 93430: const    -0.206737
vwretd    3.623069
SMB       0.057256
HML      -0.050080
dtype: float64, 93431: const    -0.038123
vwretd    1.613088
SMB       0.014618
HML       0.015426
dtype: float64, 93432: const     -0.255431
vwretd    10.132568
SMB       -0.032332
HML       -0.014321
dtype: float64, 93433: const     0.039210
vwretd    3.391471
SMB      -0.102257
HML       0.059761
dtype: float64, 93434: const    -0.000792
vwretd    0.776582
SMB       0.002354
HML       0.002766
dtype: float64, 93435: const     0.000388
vwretd    3.441108
SMB      -0.025181
HML       0.080809
dtype: float64, 93436: const     0.028172
vwretd    1.751059
SMB       0.004488
HML      -0.010939
dtype: float64}

print(capm_results)

{10000: const    -0.172983
vwretd   -1.070264
dtype: float64, 10001: const     0.011017
vwretd    0.100738
dtype: float64, 10002: const     0.002657
vwretd    0.113017
dtype: float64, 10003: const     0.000465
vwretd    0.726340
dtype: float64, 10005: const     0.033726
vwretd    0.389900
dtype: float64, 10006: const    -0.001079
vwretd    1.619775
dtype: float64, 10007: const    -0.028116
vwretd    1.878228
dtype: float64, 10008: const     0.021915
vwretd    1.280488
dtype: float64, 10009: const     0.011393
vwretd    0.541707
dtype: float64, 10010: const     0.017537
vwretd    1.768496
dtype: float64, 10011: const     0.028728
vwretd    0.047781
dtype: float64, 10012: const     0.018638
vwretd    2.097192
dtype: float64, 10013: const    -0.131317
vwretd    1.797032
dtype: float64, 10014: const     0.009724
vwretd    0.676192
dtype: float64, 10015: const     0.018528
vwretd    0.961474
dtype: float64, 10016: const    -0.001039
vwretd    0.803138
dtype: float64, 10017: const     0.016398
vwretd    0.830033
dtype: float64, 10018: const    -0.003820
vwretd   -0.014532
dtype: float64, 10019: const    -0.007055
vwretd    1.581556
dtype: float64, 10020: const     0.009971
vwretd    0.233887
dtype: float64, 10021: const     0.014408
vwretd    0.488510
dtype: float64, 10022: const     0.004378
vwretd    0.772364
dtype: float64, 10024: const    -0.033583
vwretd    0.639321
dtype: float64, 10025: const     0.011385
vwretd    0.856701
dtype: float64, 10026: const     0.006270
vwretd    0.906859
dtype: float64, 10027: const    -0.011160
vwretd    1.543606
dtype: float64, 10028: const     0.015602
vwretd    0.803000
dtype: float64, 10029: const    -0.006407
vwretd    0.784273
dtype: float64, 10030: const     0.000163
vwretd    1.150450
dtype: float64, 10031: const    -0.022677
vwretd    0.556591
dtype: float64, 10032: const     0.006169
vwretd    1.612684
dtype: float64, 10033: const     0.020079
vwretd   -0.567459
dtype: float64, 10034: const     0.002470
vwretd    0.914036
dtype: float64, 10035: const     0.004135
vwretd    1.644999
dtype: float64, 10036: const    -0.042309
vwretd    1.496470
dtype: float64, 10037: const     0.001734
vwretd    0.647897
dtype: float64, 10038: const    -0.022164
vwretd    0.357187
dtype: float64, 10039: const     0.005853
vwretd    0.695597
dtype: float64, 10040: const    -0.030508
vwretd    1.110469
dtype: float64, 10041: const    -0.038630
vwretd    1.283574
dtype: float64, 10042: const     0.005301
vwretd    0.469793
dtype: float64, 10043: const     0.00414
vwretd    0.67801
dtype: float64, 10044: const     0.006309
vwretd    0.803514
dtype: float64, 10045: const    -0.155886
vwretd   -0.443249
dtype: float64, 10046: const    -0.007998
vwretd    0.783213
dtype: float64, 10047: const    -0.038096
vwretd    0.806714
dtype: float64, 10048: const     0.009480
vwretd    1.438513
dtype: float64, 10049: const    -0.016680
vwretd    1.531973
dtype: float64, 10050: const     0.016787
vwretd    1.236079
dtype: float64, 10051: const     0.007165
vwretd    0.963636
dtype: float64, 10052: const    -0.005590
vwretd    0.322105
dtype: float64, 10053: const    -0.009909
vwretd    1.579262
dtype: float64, 10054: const     0.061841
vwretd    3.245094
dtype: float64, 10055: const    -0.023483
vwretd    0.086037
dtype: float64, 10056: const     0.008732
vwretd    0.623662
dtype: float64, 10057: const     0.001609
vwretd    1.449057
dtype: float64, 10058: const    -0.012627
vwretd    1.020318
dtype: float64, 10059: const     0.022403
vwretd   -0.233969
dtype: float64, 10060: const     0.013697
vwretd   -0.140769
dtype: float64, 10061: const    -0.035039
vwretd    1.242450
dtype: float64, 10062: const    -0.019734
vwretd    0.985026
dtype: float64, 10063: const    -0.008438
vwretd    1.560072
dtype: float64, 10064: const     0.001746
vwretd    1.582275
dtype: float64, 10065: const    -0.000571
vwretd    1.399205
dtype: float64, 10066: const    -0.045976
vwretd    1.052246
dtype: float64, 10067: const     0.040903
vwretd    1.740919
dtype: float64, 10069: const     0.076030
vwretd    3.298676
dtype: float64, 10070: const    -0.021829
vwretd    1.277662
dtype: float64, 10071: const    -0.001365
vwretd    2.165981
dtype: float64, 10072: const    -0.006931
vwretd    0.686463
dtype: float64, 10073: const     0.010596
vwretd    1.847205
dtype: float64, 10074: const     0.010173
vwretd    0.501945
dtype: float64, 10075: const     0.010395
vwretd    0.767428
dtype: float64, 10076: const    -0.065015
vwretd    2.075577
dtype: float64, 10077: const    -0.042261
vwretd    1.544328
dtype: float64, 10078: const     0.004194
vwretd    1.743667
dtype: float64, 10079: const    -0.006832
vwretd    1.171751
dtype: float64, 10080: const     0.000375
vwretd    0.057640
dtype: float64, 10081: const    -0.034343
vwretd    2.119940
dtype: float64, 10082: const     0.013450
vwretd    1.306736
dtype: float64, 10083: const    -0.042245
vwretd    1.356663
dtype: float64, 10084: const    -0.022471
vwretd    0.770327
dtype: float64, 10085: const     0.018843
vwretd    0.794881
dtype: float64, 10086: const     0.010173
vwretd    0.524237
dtype: float64, 10087: const     0.004332
vwretd    0.759527
dtype: float64, 10088: const    -0.058854
vwretd    0.172482
dtype: float64, 10089: const    -0.012350
vwretd    1.484075
dtype: float64, 10090: const     0.002136
vwretd    1.837170
dtype: float64, 10091: const     0.040559
vwretd    1.559202
dtype: float64, 10092: const     0.009132
vwretd    1.415974
dtype: float64, 10093: const    -0.067738
vwretd    1.809020
dtype: float64, 10094: const     0.008631
vwretd    1.364976
dtype: float64, 10095: const     0.009498
vwretd    1.874517
dtype: float64, 10096: const     0.000876
vwretd    0.938401
dtype: float64, 10097: const     0.025523
vwretd    0.884244
dtype: float64, 10098: const    -0.005928
vwretd    1.930947
dtype: float64, 10099: const    -0.086312
vwretd    1.333729
dtype: float64, 10100: const     0.008207
vwretd    0.798418
dtype: float64, 10101: const     0.029689
vwretd    1.576661
dtype: float64, 10102: const     0.001854
vwretd    0.984506
dtype: float64, 10103: const     0.008471
vwretd    0.730100
dtype: float64, 10104: const     0.012917
vwretd    1.400974
dtype: float64, 10105: const     0.035942
vwretd    0.540724
dtype: float64, 10106: const     0.012282
vwretd    0.166457
dtype: float64, 10107: const     0.012862
vwretd    1.199174
dtype: float64, 10108: const     0.010279
vwretd    0.939798
dtype: float64, 10109: const     0.018661
vwretd    0.617761
dtype: float64, 10110: const    -0.043164
vwretd    1.704985
dtype: float64, 10112: const    -0.038783
vwretd    0.041283
dtype: float64, 10113: const    -0.003685
vwretd    1.003928
dtype: float64, 10114: const     0.001129
vwretd    2.237197
dtype: float64, 10115: const     0.032609
vwretd    1.119026
dtype: float64, 10116: const    -0.012030
vwretd    1.010116
dtype: float64, 10117: const    -0.031025
vwretd    0.820837
dtype: float64, 10118: const     0.002778
vwretd    1.072340
dtype: float64, 10119: const    -0.000083
vwretd    0.991643
dtype: float64, 10120: const     0.006074
vwretd    1.316113
dtype: float64, 10121: const     0.014424
vwretd    0.791368
dtype: float64, 10122: const     0.014476
vwretd    0.599686
dtype: float64, 10123: const     0.010862
vwretd    1.128401
dtype: float64, 10124: const    -0.095336
vwretd    1.782773
dtype: float64, 10125: const    -0.044052
vwretd    1.935330
dtype: float64, 10126: const     0.005336
vwretd    0.496970
dtype: float64, 10127: const     0.001991
vwretd    0.783236
dtype: float64, 10128: const     0.007547
vwretd    1.653171
dtype: float64, 10129: const    -0.003579
vwretd    2.067591
dtype: float64, 10130: const     0.010080
vwretd    0.805131
dtype: float64, 10131: const    -0.036269
vwretd    0.830330
dtype: float64, 10132: const    -0.052737
vwretd    0.251014
dtype: float64, 10133: const    -0.112341
vwretd    1.389219
dtype: float64, 10134: const     0.020655
vwretd    0.797372
dtype: float64, 10135: const    -0.105660
vwretd    1.417551
dtype: float64, 10136: const     0.006822
vwretd    1.087758
dtype: float64, 10137: const     0.000556
vwretd    1.231686
dtype: float64, 10138: const     0.003582
vwretd    1.489723
dtype: float64, 10139: const    -0.263312
vwretd    4.823913
dtype: float64, 10140: const    -0.006468
vwretd    0.805102
dtype: float64, 10141: const    -0.009856
vwretd    0.680494
dtype: float64, 10142: const     0.008063
vwretd    0.864923
dtype: float64, 10143: const     0.019290
vwretd    1.636175
dtype: float64, 10144: const    -0.129594
vwretd    2.117204
dtype: float64, 10145: const     0.000973
vwretd    0.995785
dtype: float64, 10146: const     0.012139
vwretd    1.249273
dtype: float64, 10147: const     0.010603
vwretd    1.509023
dtype: float64, 10148: const    -0.050762
vwretd    1.952751
dtype: float64, 10149: const     0.011707
vwretd    0.744594
dtype: float64, 10150: const     0.005276
vwretd    0.396484
dtype: float64, 10151: const    -0.005107
vwretd    0.206654
dtype: float64, 10152: const    -0.044973
vwretd    2.506747
dtype: float64, 10153: const    -0.007895
vwretd    1.383522
dtype: float64, 10154: const     0.010454
vwretd    1.420584
dtype: float64, 10155: const     0.009578
vwretd    1.430823
dtype: float64, 10156: const    -0.039770
vwretd    1.599655
dtype: float64, 10157: const     0.009415
vwretd    0.745160
dtype: float64, 10158: const     0.007764
vwretd    1.177303
dtype: float64, 10159: const    -0.018494
vwretd   -0.544302
dtype: float64, 10160: const     0.012158
vwretd    1.403093
dtype: float64, 10161: const    -0.002768
vwretd    1.634670
dtype: float64, 10162: const     0.039017
vwretd    1.274741
dtype: float64, 10163: const     0.008425
vwretd    0.602511
dtype: float64, 10164: const    -0.001601
vwretd    1.640256
dtype: float64, 10165: const     0.001929
vwretd    0.643642
dtype: float64, 10166: const    -0.025296
vwretd    1.011213
dtype: float64, 10167: const    -0.294140
vwretd    1.884188
dtype: float64, 10168: const    -0.022756
vwretd    2.050870
dtype: float64, 10169: const     0.059805
vwretd   -0.594601
dtype: float64, 10170: const    -0.009597
vwretd    0.844864
dtype: float64, 10171: const    -0.072613
vwretd    1.845576
dtype: float64, 10172: const    -0.058984
vwretd    0.869904
dtype: float64, 10173: const     0.006360
vwretd    0.938378
dtype: float64, 10174: const    -0.013379
vwretd    0.380431
dtype: float64, 10175: const    -0.031660
vwretd    0.940708
dtype: float64, 10176: const     0.052988
vwretd   -1.094474
dtype: float64, 10177: const    -0.007813
vwretd    1.158224
dtype: float64, 10178: const     0.013331
vwretd    2.250053
dtype: float64, 10179: const     0.005885
vwretd    1.188853
dtype: float64, 10180: const    -0.000653
vwretd    1.228204
dtype: float64, 10181: const    -0.067461
vwretd    0.260894
dtype: float64, 10182: const     0.008208
vwretd    1.302141
dtype: float64, 10184: const    -0.067751
vwretd    3.595147
dtype: float64, 10185: const    -0.000852
vwretd    1.825916
dtype: float64, 10186: const     0.040219
vwretd   -0.139730
dtype: float64, 10187: const     0.014712
vwretd    1.341907
dtype: float64, 10188: const     0.004497
vwretd    1.428967
dtype: float64, 10189: const     0.017351
vwretd    0.486590
dtype: float64, 10190: const    -0.036560
vwretd    1.487638
dtype: float64, 10191: const    -0.022455
vwretd    1.928998
dtype: float64, 10192: const     0.003728
vwretd    1.093696
dtype: float64, 10193: const     0.006213
vwretd   -0.154235
dtype: float64, 10194: const     0.004708
vwretd    0.517629
dtype: float64, 10195: const     0.011411
vwretd    0.827718
dtype: float64, 10196: const    -0.008107
vwretd    2.388310
dtype: float64, 10198: const    -0.006609
vwretd   -0.141428
dtype: float64, 10199: const     0.002399
vwretd    1.515058
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vwretd    1.193831
dtype: float64, 10201: const    -0.009490
vwretd    0.589565
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vwretd    1.378251
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vwretd    0.524805
dtype: float64, 10204: const    -0.109588
vwretd    0.134439
dtype: float64, 10205: const     0.007221
vwretd    0.952174
dtype: float64, 10206: const    -0.049962
vwretd    0.801726
dtype: float64, 10207: const     0.000558
vwretd    0.921874
dtype: float64, 10208: const    -0.028138
vwretd    1.602594
dtype: float64, 10209: const    -0.000057
vwretd    1.341120
dtype: float64, 10210: const    -0.049162
vwretd    0.830412
dtype: float64, 10211: const     0.007642
vwretd    1.052908
dtype: float64, 10212: const    -0.004077
vwretd    1.847275
dtype: float64, 10213: const     0.016765
vwretd    1.630808
dtype: float64, 10214: const    -0.002510
vwretd    0.802306
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vwretd   -0.734171
dtype: float64, 10216: const    -0.003350
vwretd    2.679291
dtype: float64, 10217: const    -0.002254
vwretd    1.428642
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vwretd    0.941668
dtype: float64, 10219: const    -0.122165
vwretd    2.574943
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vwretd    0.787221
dtype: float64, 10221: const    -0.109429
vwretd    2.111267
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vwretd    0.877285
dtype: float64, 10223: const    -0.077334
vwretd    3.526445
dtype: float64, 10224: const     0.001099
vwretd    0.819085
dtype: float64, 10225: const     0.004201
vwretd    0.735478
dtype: float64, 10226: const    -0.256736
vwretd    0.724263
dtype: float64, 10227: const     0.057977
vwretd    0.966683
dtype: float64, 10228: const    -0.041758
vwretd    0.558796
dtype: float64, 10229: const     0.080079
vwretd    0.852136
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vwretd    0.907591
dtype: float64, 10231: const     0.013450
vwretd    0.326948
dtype: float64, 10232: const     0.007002
vwretd    0.338494
dtype: float64, 10233: const     0.002965
vwretd    1.495133
dtype: float64, 10234: const     0.010982
vwretd    0.825970
dtype: float64, 10235: const     0.010702
vwretd    1.156812
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vwretd   -0.291207
dtype: float64, 10237: const    -0.081266
vwretd    0.239613
dtype: float64, 10238: const    -0.003416
vwretd    1.010376
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vwretd    0.685985
dtype: float64, 10240: const    -0.085559
vwretd    0.190590
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vwretd    0.802231
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vwretd    0.127043
dtype: float64, 10243: const     0.012399
vwretd    0.534585
dtype: float64, 10244: const    -0.000305
vwretd    1.884558
dtype: float64, 10245: const    -0.008192
vwretd   -0.438343
dtype: float64, 10246: const     0.011438
vwretd    0.340227
dtype: float64, 10247: const    -0.008973
vwretd    1.223512
dtype: float64, 10248: const    -0.005191
vwretd    1.191117
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vwretd    0.291601
dtype: float64, 10250: const     0.000081
vwretd    1.093343
dtype: float64, 10251: const    -0.002362
vwretd    0.740867
dtype: float64, 10252: const     0.003558
vwretd    0.863922
dtype: float64, 10253: const    -0.027160
vwretd    1.459263
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vwretd    1.751031
dtype: float64, 10255: const     0.021299
vwretd    1.392176
dtype: float64, 10256: const     0.006872
vwretd    1.620300
dtype: float64, 10257: const     0.006516
vwretd    1.081355
dtype: float64, 10258: const     0.005419
vwretd    2.010590
dtype: float64, 10259: const     0.005319
vwretd    1.826803
dtype: float64, 10260: const    -0.038202
vwretd    1.957561
dtype: float64, 10261: const     0.008519
vwretd    0.258029
dtype: float64, 10262: const    -0.043295
vwretd    1.415087
dtype: float64, 10263: const    -0.071627
vwretd    1.040020
dtype: float64, 10264: const    -0.016930
vwretd    2.424575
dtype: float64, 10265: const     0.009663
vwretd    0.498920
dtype: float64, 10266: const     0.013495
vwretd    1.037611
dtype: float64, 10267: const     0.005371
vwretd    0.218451
dtype: float64, 10268: const     0.000735
vwretd    0.943384
dtype: float64, 10269: const    -0.209373
vwretd   -2.710898
dtype: float64, 10270: const    -0.176407
vwretd    1.032854
dtype: float64, 10271: const     0.007156
vwretd    0.526805
dtype: float64, 10272: const     0.014882
vwretd    1.693583
dtype: float64, 10273: const    -0.038658
vwretd    0.531313
dtype: float64, 10274: const    -0.074382
vwretd    1.810230
dtype: float64, 10275: const     0.001999
vwretd    1.437943
dtype: float64, 10276: const     0.003484
vwretd    1.207421
dtype: float64, 10277: const     0.040903
vwretd    1.475398
dtype: float64, 10278: const    -0.003804
vwretd    1.064825
dtype: float64, 10279: const     0.002552
vwretd    1.574696
dtype: float64, 10280: const    -0.114554
vwretd   -1.820242
dtype: float64, 10281: const    -0.006339
vwretd    0.626138
dtype: float64, 10282: const    -0.012051
vwretd    0.035359
dtype: float64, 10283: const    -0.106215
vwretd   -2.214345
dtype: float64, 10284: const     0.033041
vwretd    0.210396
dtype: float64, 10285: const    -0.007446
vwretd    1.687179
dtype: float64, 10286: const     0.006702
vwretd    0.687399
dtype: float64, 10287: const     0.003938
vwretd    0.595959
dtype: float64, 10288: const     0.020213
vwretd    1.161558
dtype: float64, 10289: const    -0.048680
vwretd   -1.281913
dtype: float64, 10290: const     0.011910
vwretd    0.411345
dtype: float64, 10291: const    -0.051094
vwretd    1.560553
dtype: float64, 10292: const     0.007779
vwretd    0.669096
dtype: float64, 10293: const    -0.019135
vwretd    4.408033
dtype: float64, 10294: const     0.004385
vwretd    0.894565
dtype: float64, 10295: const    -0.062086
vwretd    0.949505
dtype: float64, 10296: const     0.008002
vwretd    0.594956
dtype: float64, 10297: const     0.006796
vwretd    0.462227
dtype: float64, 10298: const    -0.009284
vwretd    0.716056
dtype: float64, 10299: const     0.007521
vwretd    1.451070
dtype: float64, 10300: const    -0.006494
vwretd    0.778387
dtype: float64, 10301: const    -0.043043
vwretd    1.033345
dtype: float64, 10302: const     0.004775
vwretd    1.800520
dtype: float64, 10303: const    -0.037392
vwretd    0.325872
dtype: float64, 10304: const    -0.003331
vwretd    0.806775
dtype: float64, 10305: const     0.012937
vwretd    0.198721
dtype: float64, 10306: const     0.017573
vwretd    2.318281
dtype: float64, 10307: const     0.001843
vwretd    0.802362
dtype: float64, 10308: const     0.007259
vwretd    0.400720
dtype: float64, 10309: const     0.008727
vwretd    0.622959
dtype: float64, 10310: const    -0.187538
vwretd    2.179764
dtype: float64, 10311: const    -0.106572
vwretd    1.566536
dtype: float64, 10313: const    -0.003053
vwretd    1.696430
dtype: float64, 10314: const    -0.040061
vwretd    1.063387
dtype: float64, 10315: const    -0.085104
vwretd    1.217927
dtype: float64, 10316: const     0.018462
vwretd    1.296231
dtype: float64, 10317: const     0.011989
vwretd    1.813568
dtype: float64, 10318: const     0.013341
vwretd    0.614607
dtype: float64, 10319: const     0.011053
vwretd    0.574143
dtype: float64, 10320: const    -0.023343
vwretd    2.411289
dtype: float64, 10321: const    -0.002849
vwretd    1.192941
dtype: float64, 10322: const     0.004405
vwretd    0.106367
dtype: float64, 10323: const    -0.142914
vwretd    1.604290
dtype: float64, 10324: const     0.010909
vwretd    0.965809
dtype: float64, 10325: const    -0.008644
vwretd    1.492570
dtype: float64, 10326: const    -0.005739
vwretd    1.258286
dtype: float64, 10327: const     0.012812
vwretd    1.158215
dtype: float64, 10328: const    -0.020584
vwretd    1.978262
dtype: float64, 10329: const    -0.039180
vwretd    0.715427
dtype: float64, 10330: const    -0.051546
vwretd    0.743908
dtype: float64, 10331: const     0.060698
vwretd    0.697071
dtype: float64, 10332: const     0.043390
vwretd    0.620485
dtype: float64, 10333: const    -0.002763
vwretd    1.835063
dtype: float64, 10334: const     0.013822
vwretd    1.646789
dtype: float64, 10335: const    -0.048209
vwretd    0.669657
dtype: float64, 10336: const    -0.032532
vwretd    1.212951
dtype: float64, 10337: const     0.009989
vwretd    0.093538
dtype: float64, 10338: const     0.023015
vwretd    0.661751
dtype: float64, 10339: const    -0.016747
vwretd    0.660287
dtype: float64, 10340: const     0.062782
vwretd   -0.394577
dtype: float64, 10341: const     0.010528
vwretd    1.071026
dtype: float64, 10342: const     0.023925
vwretd    1.450266
dtype: float64, 10343: const     0.030989
vwretd    1.621623
dtype: float64, 10344: const     0.006687
vwretd    0.606670
dtype: float64, 10345: const    -0.027233
vwretd    1.512634
dtype: float64, 10346: const     0.017740
vwretd    1.249933
dtype: float64, 10347: const    -0.066180
vwretd    0.673994
dtype: float64, 10348: const    -0.005040
vwretd    1.430057
dtype: float64, 10349: const     0.011682
vwretd    0.520176
dtype: float64, 10350: const    -0.015746
vwretd    0.951648
dtype: float64, 10351: const     0.000607
vwretd    1.726865
dtype: float64, 10352: const    -0.003332
vwretd    1.227564
dtype: float64, 10353: const     0.000919
vwretd    1.716591
dtype: float64, 10354: const    -0.011511
vwretd    1.676651
dtype: float64, 10355: const     0.009638
vwretd    0.424042
dtype: float64, 10356: const     0.033631
vwretd    1.428483
dtype: float64, 10358: const    -0.002253
vwretd    0.881285
dtype: float64, 10359: const    -0.002735
vwretd   -0.028216
dtype: float64, 10360: const     0.006075
vwretd    0.844934
dtype: float64, 10361: const    -0.010990
vwretd    0.723941
dtype: float64, 10362: const     0.007286
vwretd    0.776648
dtype: float64, 10363: const     0.007984
vwretd    0.977120
dtype: float64, 10364: const    -0.002363
vwretd    1.534633
dtype: float64, 10365: const    -0.041993
vwretd   -0.362681
dtype: float64, 10366: const    -0.011480
vwretd    0.288262
dtype: float64, 10367: const     0.012897
vwretd    0.405018
dtype: float64, 10368: const     0.019218
vwretd    0.562908
dtype: float64, 10369: const    -0.069174
vwretd    1.608953
dtype: float64, 10370: const     0.022918
vwretd    0.119967
dtype: float64, 10371: const     0.010634
vwretd    2.022800
dtype: float64, 10372: const    -0.000595
vwretd    1.320145
dtype: float64, 10373: const    -0.050956
vwretd    0.039089
dtype: float64, 10374: const    -0.053054
vwretd    2.251455
dtype: float64, 10375: const     0.004748
vwretd    0.908098
dtype: float64, 10376: const     0.00101
vwretd    0.58236
dtype: float64, 10377: const    -0.076284
vwretd    1.394696
dtype: float64, 10378: const    -0.028849
vwretd    0.852086
dtype: float64, 10379: const     0.004857
vwretd    1.725052
dtype: float64, 10380: const    -0.029228
vwretd    1.837534
dtype: float64, 10381: const    -0.065164
vwretd    5.271845
dtype: float64, 10382: const     0.004244
vwretd    1.210026
dtype: float64, 10383: const    -0.009076
vwretd    2.698660
dtype: float64, 10384: const    -0.019521
vwretd    0.766970
dtype: float64, 10385: const     0.017943
vwretd    1.723621
dtype: float64, 10386: const     0.014817
vwretd    0.486464
dtype: float64, 10387: const    -0.061683
vwretd    1.751009
dtype: float64, 10388: const    -0.013891
vwretd    0.725705
dtype: float64, 10389: const     0.011932
vwretd    2.464698
dtype: float64, 10390: const     0.012876
vwretd    0.926679
dtype: float64, 10391: const     0.015841
vwretd    0.116418
dtype: float64, 10392: const     0.008633
vwretd    1.050852
dtype: float64, 10393: const     0.012632
vwretd    0.231847
dtype: float64, 10394: const    -0.001508
vwretd    1.037604
dtype: float64, 10395: const     0.004750
vwretd    0.517033
dtype: float64, 10396: const     0.024033
vwretd    1.767303
dtype: float64, 10397: const     0.003988
vwretd    0.869071
dtype: float64, 10398: const     0.013259
vwretd    0.964372
dtype: float64, 10399: const     0.018519
vwretd    2.034258
dtype: float64, 10400: const    -0.025380
vwretd    0.620214
dtype: float64, 10401: const     0.002200
vwretd    0.604815
dtype: float64, 10402: const     0.009285
vwretd    0.896463
dtype: float64, 10403: const    -0.123885
vwretd    1.715744
dtype: float64, 10404: const     0.020381
vwretd    0.778540
dtype: float64, 10405: const    -0.016093
vwretd    2.682042
dtype: float64, 10406: const     0.002939
vwretd    1.222420
dtype: float64, 10407: const     0.000932
vwretd    0.629036
dtype: float64, 10408: const     0.015221
vwretd    2.216038
dtype: float64, 10409: const     0.026915
vwretd    1.085950
dtype: float64, 10410: const     0.023343
vwretd    1.278202
dtype: float64, 10411: const    -0.002137
vwretd    1.512921
dtype: float64, 10412: const     0.010829
vwretd    1.082239
dtype: float64, 10413: const     0.000349
vwretd    1.044224
dtype: float64, 10414: const     0.000146
vwretd    1.018410
dtype: float64, 10415: const     0.011193
vwretd    1.902492
dtype: float64, 10416: const     0.020422
vwretd    1.575422
dtype: float64, 10417: const    -0.023961
vwretd    0.571337
dtype: float64, 10418: const     0.000509
vwretd    0.874744
dtype: float64, 10419: const    -0.013427
vwretd    0.883574
dtype: float64, 10420: const    -0.005619
vwretd    1.461787
dtype: float64, 10421: const     0.004505
vwretd    1.237505
dtype: float64, 10422: const     0.000019
vwretd    2.189056
dtype: float64, 10423: const     0.017604
vwretd    1.406929
dtype: float64, 10424: const     0.334905
vwretd   -2.883535
dtype: float64, 10425: const     0.025667
vwretd    0.579476
dtype: float64, 10426: const    -0.022780
vwretd    0.615584
dtype: float64, 10427: const    -0.105692
vwretd   -0.493850
dtype: float64, 10428: const     0.002851
vwretd    0.729470
dtype: float64, 10429: const    -0.008574
vwretd    1.736715
dtype: float64, 10430: const    -0.014467
vwretd    0.251997
dtype: float64, 10431: const     0.015045
vwretd    0.629428
dtype: float64, 10432: const    -0.008702
vwretd    0.765117
dtype: float64, 10433: const    -0.042186
vwretd    1.429705
dtype: float64, 10434: const    -0.008973
vwretd    1.148461
dtype: float64, 10435: const     0.004717
vwretd    0.756714
dtype: float64, 10436: const    -0.003879
vwretd    1.957830
dtype: float64, 10437: const     0.001393
vwretd    0.537457
dtype: float64, 10438: const     0.005870
vwretd    0.725629
dtype: float64, 10439: const     0.009443
vwretd    1.787420
dtype: float64, 10440: const    -0.006963
vwretd    1.723044
dtype: float64, 10441: const    -0.054427
vwretd    1.255297
dtype: float64, 10442: const    -0.004855
vwretd    0.503735
dtype: float64, 10443: const     0.005824
vwretd    0.521710
dtype: float64, 10444: const     0.002742
vwretd    1.014636
dtype: float64, 10445: const     0.015976
vwretd    0.931244
dtype: float64, 10446: const    -0.003101
vwretd    0.798531
dtype: float64, 10447: const    -0.038342
vwretd    1.094369
dtype: float64, 10448: const    -0.048499
vwretd    1.643056
dtype: float64, 10449: const     0.011326
vwretd    0.317530
dtype: float64, 10450: const    -0.023610
vwretd    0.589944
dtype: float64, 10451: const     0.009454
vwretd    1.440548
dtype: float64, 10452: const     0.003467
vwretd    2.014693
dtype: float64, 10453: const     0.002914
vwretd    0.214678
dtype: float64, 10454: const     0.017624
vwretd   -0.407398
dtype: float64, 10455: const    -0.022847
vwretd    0.519854
dtype: float64, 10456: const     0.000682
vwretd    0.812234
dtype: float64, 10457: const     0.021191
vwretd    0.219387
dtype: float64, 10458: const     0.001085
vwretd    0.847073
dtype: float64, 10459: const     0.026165
vwretd    1.678542
dtype: float64, 10460: const     0.002005
vwretd    1.456917
dtype: float64, 10461: const     0.000884
vwretd    1.165081
dtype: float64, 10462: const    -0.010127
vwretd    1.469015
dtype: float64, 10463: const     0.006630
vwretd    1.035386
dtype: float64, 10464: const    -0.000062
vwretd   -0.088558
dtype: float64, 10465: const     0.022422
vwretd    0.901224
dtype: float64, 10466: const    -0.002617
vwretd    0.762583
dtype: float64, 10467: const     0.014437
vwretd    0.336028
dtype: float64, 10468: const    -0.104435
vwretd    1.096917
dtype: float64, 10469: const    -0.040439
vwretd    0.383804
dtype: float64, 10470: const    -0.028632
vwretd    1.337759
dtype: float64, 10471: const    -0.026888
vwretd    0.362097
dtype: float64, 10472: const     0.020338
vwretd    1.295603
dtype: float64, 10473: const    -0.181997
vwretd    6.766510
dtype: float64, 10474: const    -0.052563
vwretd    1.191212
dtype: float64, 10475: const     0.023790
vwretd    1.680128
dtype: float64, 10476: const    -0.003126
vwretd    0.468767
dtype: float64, 10477: const    -0.045534
vwretd    1.270703
dtype: float64, 10478: const    -0.009717
vwretd    0.253570
dtype: float64, 10479: const     0.004515
vwretd    0.913747
dtype: float64, 10480: const    -0.058519
vwretd    0.306536
dtype: float64, 10481: const     0.013602
vwretd    0.716036
dtype: float64, 10482: const    -0.027951
vwretd    1.752844
dtype: float64, 10483: const     0.013963
vwretd    0.859554
dtype: float64, 10484: const    -0.011977
vwretd    1.153646
dtype: float64, 10485: const    -0.060281
vwretd    1.752982
dtype: float64, 10486: const    -0.075136
vwretd    0.807928
dtype: float64, 10487: const    -0.001056
vwretd    1.631952
dtype: float64, 10488: const     0.010510
vwretd    0.807789
dtype: float64, 10489: const    -0.124463
vwretd    0.835929
dtype: float64, 10490: const     0.052756
vwretd    1.836964
dtype: float64, 10491: const     0.012960
vwretd    0.860102
dtype: float64, 10492: const     0.011885
vwretd   -0.259759
dtype: float64, 10493: const    -0.019249
vwretd    1.926784
dtype: float64, 10494: const     0.004677
vwretd    1.198744
dtype: float64, 10495: const    -0.002380
vwretd    1.669596
dtype: float64, 10496: const     0.042819
vwretd    2.308901
dtype: float64, 10497: const    -0.298440
vwretd    0.943125
dtype: float64, 10498: const    -0.005608
vwretd    0.072157
dtype: float64, 10499: const     0.003118
vwretd    1.542084
dtype: float64, 10500: const    -0.005195
vwretd    0.557614
dtype: float64, 10501: const     0.002504
vwretd    1.335185
dtype: float64, 10502: const    -0.029976
vwretd    2.029280
dtype: float64, 10503: const    -0.047669
vwretd    0.340550
dtype: float64, 10504: const     0.025210
vwretd    0.712765
dtype: float64, 10505: const    -0.038782
vwretd    1.117985
dtype: float64, 10506: const     0.003021
vwretd    1.912918
dtype: float64, 10507: const     0.011663
vwretd    1.139288
dtype: float64, 10508: const     0.023403
vwretd    1.645343
dtype: float64, 10509: const     0.049965
vwretd    0.305403
dtype: float64, 10510: const    -0.001117
vwretd    0.482838
dtype: float64, 10511: const    -0.062962
vwretd    1.355367
dtype: float64, 10512: const    -0.082005
vwretd    0.230540
dtype: float64, 10513: const     0.00768
vwretd    2.15182
dtype: float64, 10514: const    -0.005153
vwretd    1.056546
dtype: float64, 10515: const    -0.007908
vwretd    0.756385
dtype: float64, 10516: const     0.005340
vwretd    0.858621
dtype: float64, 10517: const     0.002415
vwretd    0.985687
dtype: float64, 10518: const     0.011824
vwretd   -0.155752
dtype: float64, 10519: const    -0.002634
vwretd    2.099171
dtype: float64, 10520: const     0.049801
vwretd    0.857244
dtype: float64, 10521: const     0.016059
vwretd    1.345500
dtype: float64, 10522: const     0.234423
vwretd   -0.213234
dtype: float64, 10523: const    -0.070744
vwretd    0.297030
dtype: float64, 10524: const    -0.002862
vwretd    1.637013
dtype: float64, 10525: const     0.012530
vwretd    1.012803
dtype: float64, 10526: const     0.001482
vwretd    1.379115
dtype: float64, 10527: const     0.002007
vwretd    1.067865
dtype: float64, 10528: const     0.018794
vwretd    1.462716
dtype: float64, 10529: const     0.035891
vwretd    0.373333
dtype: float64, 10530: const     0.011446
vwretd    0.932304
dtype: float64, 10531: const    -0.013498
vwretd    1.062785
dtype: float64, 10532: const    -0.004488
vwretd    1.464001
dtype: float64, 10533: const    -0.015063
vwretd    1.163550
dtype: float64, 10534: const    -0.035292
vwretd   -0.090641
dtype: float64, 10535: const    -0.102048
vwretd    1.947248
dtype: float64, 10536: const     0.003494
vwretd    0.519455
dtype: float64, 10537: const     0.004415
vwretd    1.115761
dtype: float64, 10538: const    -0.030494
vwretd    0.493567
dtype: float64, 10539: const    -0.018620
vwretd    1.083813
dtype: float64, 10540: const    -0.00322
vwretd    0.56959
dtype: float64, 10541: const     0.043521
vwretd    0.796163
dtype: float64, 10542: const    -0.009866
vwretd   -0.323513
dtype: float64, 10543: const    -0.023721
vwretd    0.298462
dtype: float64, 10544: const     0.000354
vwretd    2.133020
dtype: float64, 10545: const     0.005949
vwretd    1.084302
dtype: float64, 10546: const     0.014663
vwretd    0.171551
dtype: float64, 10547: const     0.013271
vwretd    1.321302
dtype: float64, 10548: const    -0.109330
vwretd    0.183254
dtype: float64, 10549: const    -0.008582
vwretd    0.155732
dtype: float64, 10550: const     0.008251
vwretd    0.457896
dtype: float64, 10551: const     0.007637
vwretd    1.047608
dtype: float64, 10552: const    -0.107508
vwretd    0.965525
dtype: float64, 10553: const     0.009940
vwretd    0.753512
dtype: float64, 10554: const     -0.023281
vwretd   -10.377940
dtype: float64, 10555: const     0.005901
vwretd    1.787966
dtype: float64, 10556: const    -0.050402
vwretd    1.100715
dtype: float64, 10557: const    -0.024910
vwretd    1.108606
dtype: float64, 10558: const     0.056010
vwretd    1.383881
dtype: float64, 10559: const     0.000098
vwretd    1.592109
dtype: float64, 10560: const    -0.013316
vwretd    0.939087
dtype: float64, 10561: const     0.029158
vwretd   -0.301239
dtype: float64, 10562: const     0.002599
vwretd    0.944838
dtype: float64, 10563: const    -0.003227
vwretd    0.663024
dtype: float64, 10564: const    -0.010536
vwretd    1.595939
dtype: float64, 10565: const    -0.045366
vwretd    0.716745
dtype: float64, 10566: const     0.011502
vwretd    0.390220
dtype: float64, 10567: const     0.010748
vwretd    0.172608
dtype: float64, 10568: const     0.007020
vwretd    0.429382
dtype: float64, 10569: const     0.004067
vwretd    0.977629
dtype: float64, 10570: const     0.009137
vwretd    1.204884
dtype: float64, 10571: const     0.011496
vwretd    1.088302
dtype: float64, 10572: const     0.007955
vwretd    0.641328
dtype: float64, 10573: const    -0.001707
vwretd   -0.007026
dtype: float64, 10574: const    -0.005482
vwretd    1.597679
dtype: float64, 10575: const    -0.000849
vwretd    1.239647
dtype: float64, 10576: const     0.002596
vwretd    0.734096
dtype: float64, 10577: const    -0.186978
vwretd    2.039118
dtype: float64, 10578: const     0.013071
vwretd    0.672268
dtype: float64, 10579: const    -0.013806
vwretd    0.162986
dtype: float64, 10580: const     0.008199
vwretd    1.013542
dtype: float64, 10581: const     0.012077
vwretd    0.642343
dtype: float64, 10582: const     0.061436
vwretd    4.776398
dtype: float64, 10583: const     0.159046
vwretd   -8.639866
dtype: float64, 10584: const    -0.026320
vwretd    1.048531
dtype: float64, 10585: const    -0.049950
vwretd    1.635295
dtype: float64, 10586: const     0.000267
vwretd    0.396894
dtype: float64, 10587: const    -0.009411
vwretd    2.566778
dtype: float64, 10588: const     0.011098
vwretd    0.593039
dtype: float64, 10589: const     0.010421
vwretd    1.747755
dtype: float64, 10590: const    -0.117142
vwretd    0.607093
dtype: float64, 10591: const    -0.002431
vwretd    1.549879
dtype: float64, 10592: const    -0.001983
vwretd    1.261372
dtype: float64, 10593: const    -0.007892
vwretd    0.693795
dtype: float64, 10594: const     0.003555
vwretd    0.940587
dtype: float64, 10595: const    -0.186342
vwretd   -2.422099
dtype: float64, 10596: const     0.008587
vwretd    0.532520
dtype: float64, 10597: const     0.007461
vwretd    1.417925
dtype: float64, 10598: const     0.006908
vwretd    0.221925
dtype: float64, 10599: const    -0.134905
vwretd    1.101952
dtype: float64, 10601: const    -0.021830
vwretd    2.151363
dtype: float64, 10602: const     0.015708
vwretd    2.014080
dtype: float64, 10603: const     0.008598
vwretd    1.108939
dtype: float64, 10604: const     0.003388
vwretd    0.934006
dtype: float64, 10605: const    -0.009992
vwretd    1.046982
dtype: float64, 10606: const     0.003539
vwretd    0.933872
dtype: float64, 10607: const    -0.110199
vwretd    0.952897
dtype: float64, 10608: const     0.008637
vwretd    1.315427
dtype: float64, 10609: const    -0.015418
vwretd   -0.445648
dtype: float64, 10610: const     0.002235
vwretd    0.921572
dtype: float64, 10611: const    -0.012528
vwretd    0.827399
dtype: float64, 10612: const     0.010638
vwretd    1.393653
dtype: float64, 10613: const     0.004477
vwretd    2.147975
dtype: float64, 10614: const     0.060431
vwretd    1.513341
dtype: float64, 10615: const    -0.018428
vwretd    0.678748
dtype: float64, 10616: const     0.002756
vwretd    0.172865
dtype: float64, 10617: const     0.003259
vwretd    0.035467
dtype: float64, 10618: const    -0.002705
vwretd    0.706296
dtype: float64, 10619: const    -0.020797
vwretd    0.325067
dtype: float64, 10620: const     0.000703
vwretd    1.184399
dtype: float64, 10621: const    -0.175435
vwretd    2.627754
dtype: float64, 10622: const     0.005425
vwretd    0.641688
dtype: float64, 10623: const     0.007251
vwretd    0.895547
dtype: float64, 10624: const     0.030337
vwretd    1.053897
dtype: float64, 10625: const     0.007894
vwretd    1.766221
dtype: float64, 10626: const    -0.030603
vwretd    0.863552
dtype: float64, 10627: const    -0.040730
vwretd    1.429086
dtype: float64, 10628: const     0.008686
vwretd    0.297539
dtype: float64, 10629: const     0.002647
vwretd    0.624324
dtype: float64, 10630: const    -0.023390
vwretd    0.126594
dtype: float64, 10631: const    -0.037721
vwretd    0.493469
dtype: float64, 10632: const     0.009804
vwretd    0.717291
dtype: float64, 10633: const     0.005345
vwretd    1.510810
dtype: float64, 10634: const    -0.031007
vwretd    1.413694
dtype: float64, 10635: const    -0.05452
vwretd    1.01077
dtype: float64, 10636: const     0.013286
vwretd    2.017515
dtype: float64, 10637: const    -0.002954
vwretd    1.499301
dtype: float64, 10638: const     0.005552
vwretd    0.563610
dtype: float64, 10639: const     0.003614
vwretd    1.222940
dtype: float64, 10640: const    -0.001886
vwretd    2.182698
dtype: float64, 10641: const    -0.091514
vwretd    1.051461
dtype: float64, 10642: const     0.054164
vwretd    2.523439
dtype: float64, 10643: const    -0.068130
vwretd    0.789391
dtype: float64, 10644: const     0.008623
vwretd    1.278788
dtype: float64, 10645: const     0.008988
vwretd    0.741031
dtype: float64, 10646: const     0.022724
vwretd    0.942389
dtype: float64, 10647: const     0.002714
vwretd    1.463613
dtype: float64, 10649: const     0.008630
vwretd    0.930216
dtype: float64, 10650: const     0.005993
vwretd    0.275197
dtype: float64, 10651: const     0.002272
vwretd    0.730027
dtype: float64, 10652: const    -0.024696
vwretd    1.036804
dtype: float64, 10653: const    -0.072539
vwretd    1.250108
dtype: float64, 10654: const     0.004766
vwretd    0.774385
dtype: float64, 10655: const    -0.050622
vwretd   -1.930484
dtype: float64, 10656: const     0.003813
vwretd    0.738171
dtype: float64, 10657: const     0.007685
vwretd    1.028905
dtype: float64, 10658: const    -0.002115
vwretd    1.062410
dtype: float64, 10659: const     0.014998
vwretd    1.083934
dtype: float64, 10660: const     0.009121
vwretd    1.531844
dtype: float64, 10661: const     0.007481
vwretd    0.802925
dtype: float64, 10662: const     0.009757
vwretd    1.468162
dtype: float64, 10663: const     0.007933
vwretd    1.757845
dtype: float64, 10664: const     0.009946
vwretd    0.920188
dtype: float64, 10665: const    -0.002936
vwretd    0.449892
dtype: float64, 10666: const    -0.039620
vwretd   -0.371711
dtype: float64, 10667: const     0.004340
vwretd    1.451321
dtype: float64, 10668: const    -0.036026
vwretd   -0.291677
dtype: float64, 10669: const     0.013511
vwretd    1.446182
dtype: float64, 10670: const     0.007160
vwretd    1.578922
dtype: float64, 10671: const    -0.005559
vwretd    1.926736
dtype: float64, 10672: const     0.009659
vwretd    1.331302
dtype: float64, 10673: const     0.028355
vwretd    1.087959
dtype: float64, 10674: const    -0.203096
vwretd   -0.489097
dtype: float64, 10675: const     0.010412
vwretd    0.586941
dtype: float64, 10676: const    -0.005352
vwretd    1.457295
dtype: float64, 10677: const    -0.113196
vwretd   -0.649459
dtype: float64, 10678: const    -0.127404
vwretd    1.540457
dtype: float64, 10679: const    -0.131430
vwretd    0.329764
dtype: float64, 10680: const     0.009467
vwretd    0.188451
dtype: float64, 10681: const     0.004209
vwretd    1.348067
dtype: float64, 10682: const     0.009080
vwretd    0.348509
dtype: float64, 10683: const    -0.003027
vwretd    1.696816
dtype: float64, 10684: const    -0.003146
vwretd    0.549575
dtype: float64, 10685: const     0.014805
vwretd    1.539732
dtype: float64, 10686: const    -0.021544
vwretd    1.081351
dtype: float64, 10687: const    -0.014228
vwretd    1.589833
dtype: float64, 10688: const    -0.019016
vwretd    0.787193
dtype: float64, 10689: const    -0.004106
vwretd    0.050225
dtype: float64, 10690: const     0.004271
vwretd    0.533681
dtype: float64, 10691: const     0.007641
vwretd    2.165403
dtype: float64, 10693: const     0.003757
vwretd    1.211678
dtype: float64, 10694: const    -0.042295
vwretd    0.800543
dtype: float64, 10695: const     0.026378
vwretd    0.771190
dtype: float64, 10696: const     0.008047
vwretd    0.922517
dtype: float64, 10697: const     0.012244
vwretd    1.092900
dtype: float64, 10698: const    -0.000697
vwretd    1.477031
dtype: float64, 10699: const    -0.028012
vwretd    1.385823
dtype: float64, 10700: const    -0.031254
vwretd    1.156897
dtype: float64, 10701: const    -0.036186
vwretd    1.826792
dtype: float64, 10702: const    -0.003058
vwretd    1.004687
dtype: float64, 10703: const    -0.114219
vwretd    0.141271
dtype: float64, 10704: const     0.002289
vwretd    0.632339
dtype: float64, 10705: const    -0.006098
vwretd    1.279765
dtype: float64, 10706: const     0.009645
vwretd    0.284124
dtype: float64, 10707: const    -0.039351
vwretd    1.037051
dtype: float64, 10708: const    -0.140897
vwretd   -0.867013
dtype: float64, 10709: const     0.004863
vwretd    1.093769
dtype: float64, 10710: const     0.003826
vwretd    0.555172
dtype: float64, 10711: const     0.006237
vwretd    0.597239
dtype: float64, 10712: const     0.020532
vwretd    1.042703
dtype: float64, 10713: const     0.004318
vwretd    0.875724
dtype: float64, 10714: const     0.025972
vwretd    0.127283
dtype: float64, 10715: const     0.005142
vwretd    0.316235
dtype: float64, 10716: const     0.007846
vwretd    1.329707
dtype: float64, 10717: const     0.034602
vwretd    2.190372
dtype: float64, 10718: const    -0.013524
vwretd    0.587151
dtype: float64, 10719: const     0.004385
vwretd    1.204845
dtype: float64, 10720: const    -0.000457
vwretd    1.506176
dtype: float64, 10721: const    -0.004203
vwretd    1.138566
dtype: float64, 10722: const    -0.053949
vwretd    0.848081
dtype: float64, 10723: const    -0.003282
vwretd    0.718223
dtype: float64, 10724: const     0.004756
vwretd    1.389558
dtype: float64, 10725: const     0.014472
vwretd    0.965534
dtype: float64, 10726: const    -0.005949
vwretd    1.244119
dtype: float64, 10727: const     0.007422
vwretd    0.819125
dtype: float64, 10728: const     0.010628
vwretd    0.818038
dtype: float64, 10729: const     0.113386
vwretd    3.742761
dtype: float64, 10730: const     0.010213
vwretd    0.321505
dtype: float64, 10731: const    -0.004198
vwretd    1.540052
dtype: float64, 10732: const    -0.153732
vwretd    0.694497
dtype: float64, 10733: const    -0.003826
vwretd    0.924875
dtype: float64, 10734: const     0.016776
vwretd    0.492331
dtype: float64, 10735: const     0.004551
vwretd    0.519748
dtype: float64, 10736: const    -0.082189
vwretd    1.257097
dtype: float64, 10737: const     0.001865
vwretd   -1.227098
dtype: float64, 10738: const    -0.009882
vwretd    2.147757
dtype: float64, 10739: const     0.011065
vwretd    1.519002
dtype: float64, 10740: const     0.015683
vwretd    1.063100
dtype: float64, 10742: const    -0.004503
vwretd    0.891554
dtype: float64, 10743: const     0.002376
vwretd    0.919166
dtype: float64, 10744: const     0.062645
vwretd   -0.876490
dtype: float64, 10745: const    -0.012076
vwretd    0.472220
dtype: float64, 10746: const    -0.106032
vwretd    0.342230
dtype: float64, 10747: const    -0.022336
vwretd    1.233085
dtype: float64, 10748: const    -0.093068
vwretd    2.108184
dtype: float64, 10749: const     0.004606
vwretd    0.283422
dtype: float64, 10750: const    -0.014885
vwretd    0.525038
dtype: float64, 10751: const     0.001949
vwretd    1.395241
dtype: float64, 10752: const     0.005186
vwretd    1.082030
dtype: float64, 10753: const    -0.005716
vwretd    0.772533
dtype: float64, 10754: const     0.016685
vwretd    0.453232
dtype: float64, 10755: const     0.006083
vwretd    0.402187
dtype: float64, 10756: const    -0.150128
vwretd    1.815384
dtype: float64, 10757: const     0.012387
vwretd    0.561657
dtype: float64, 10758: const    -0.021228
vwretd    0.084975
dtype: float64, 10759: const     0.005109
vwretd    0.672170
dtype: float64, 10761: const    -0.007837
vwretd    0.603617
dtype: float64, 10762: const     0.008275
vwretd    0.951810
dtype: float64, 10763: const    -0.019745
vwretd    1.933217
dtype: float64, 10764: const    -0.398362
vwretd    5.452420
dtype: float64, 10765: const    -0.017658
vwretd    1.641187
dtype: float64, 10766: const     0.000104
vwretd    1.796538
dtype: float64, 10767: const    -0.009903
vwretd    1.369302
dtype: float64, 10768: const    -0.007159
vwretd    1.604434
dtype: float64, 10769: const     0.004981
vwretd    0.707945
dtype: float64, 10770: const    -0.003819
vwretd    0.618799
dtype: float64, 10771: const    -0.004031
vwretd    0.555079
dtype: float64, 10772: const    -0.009949
vwretd    1.094054
dtype: float64, 10773: const    -0.131089
vwretd    0.536315
dtype: float64, 10774: const     0.018662
vwretd   -0.101674
dtype: float64, 10775: const    -0.011295
vwretd    1.499858
dtype: float64, 10776: const    -0.030475
vwretd    1.464081
dtype: float64, 10777: const     0.005040
vwretd    0.645554
dtype: float64, 10778: const     0.003275
vwretd    1.044780
dtype: float64, 10779: const    -0.004149
vwretd    1.464645
dtype: float64, 10780: const     0.009415
vwretd    0.942347
dtype: float64, 10781: const     0.005975
vwretd    0.344375
dtype: float64, 10782: const     0.036709
vwretd   -0.191993
dtype: float64, 10783: const    -0.043207
vwretd    0.439460
dtype: float64, 10785: const     0.009612
vwretd    1.631999
dtype: float64, 10786: const    -0.005451
vwretd    1.461709
dtype: float64, 10787: const     0.016934
vwretd    1.080755
dtype: float64, 10788: const     0.017806
vwretd    0.634157
dtype: float64, 10789: const    -0.007519
vwretd    2.666967
dtype: float64, 10790: const     0.003881
vwretd    1.319166
dtype: float64, 10791: const     0.003047
vwretd    1.755064
dtype: float64, 10792: const     0.012109
vwretd    0.207106
dtype: float64, 10793: const    -0.069532
vwretd   -0.285599
dtype: float64, 10794: const     0.003802
vwretd    1.683885
dtype: float64, 10795: const    -0.097140
vwretd   -1.302182
dtype: float64, 10796: const     0.038626
vwretd    0.766347
dtype: float64, 10797: const    -0.052792
vwretd    0.492633
dtype: float64, 10798: const    -0.042776
vwretd    0.703020
dtype: float64, 10799: const     0.009795
vwretd    0.421649
dtype: float64, 10800: const    -0.000791
vwretd    0.932498
dtype: float64, 10801: const     0.013992
vwretd    1.828441
dtype: float64, 10802: const    -0.047316
vwretd    0.367566
dtype: float64, 10803: const     0.004314
vwretd    1.218482
dtype: float64, 10804: const    -0.080547
vwretd    1.377439
dtype: float64, 10805: const    -0.092829
vwretd    1.160126
dtype: float64, 10806: const    -0.000527
vwretd    0.955961
dtype: float64, 10807: const    -0.004074
vwretd    1.667814
dtype: float64, 10808: const    -0.006004
vwretd    1.089410
dtype: float64, 10809: const    -0.008998
vwretd    0.860809
dtype: float64, 10810: const    -0.012275
vwretd    0.839568
dtype: float64, 10811: const     0.008218
vwretd    1.564942
dtype: float64, 10812: const     0.006721
vwretd    0.650893
dtype: float64, 10813: const    -0.060171
vwretd    0.718800
dtype: float64, 10814: const     0.006226
vwretd    0.118910
dtype: float64, 10815: const     0.098989
vwretd    2.479341
dtype: float64, 10816: const    -0.024807
vwretd    0.859212
dtype: float64, 10817: const    -0.019023
vwretd    0.945729
dtype: float64, 10818: const    -0.020607
vwretd    1.588364
dtype: float64, 10819: const    -0.086239
vwretd    3.675493
dtype: float64, 10820: const    -0.008665
vwretd    2.408710
dtype: float64, 10821: const     0.010220
vwretd    0.622089
dtype: float64, 10822: const    -0.008904
vwretd    1.121026
dtype: float64, 10823: const     0.002064
vwretd    0.736177
dtype: float64, 10824: const     0.053640
vwretd   -1.078298
dtype: float64, 10825: const    -0.009834
vwretd    0.903988
dtype: float64, 10826: const    -0.167950
vwretd    1.405754
dtype: float64, 10827: const    -0.003838
vwretd    1.844413
dtype: float64, 10828: const     0.016816
vwretd    0.237808
dtype: float64, 10829: const    -0.071562
vwretd    1.207218
dtype: float64, 10830: const    -0.002685
vwretd    0.818815
dtype: float64, 10831: const     0.014462
vwretd    1.115367
dtype: float64, 10833: const     0.009414
vwretd    0.383924
dtype: float64, 10834: const     0.008971
vwretd    1.110248
dtype: float64, 10835: const     0.000241
vwretd    0.918075
dtype: float64, 10836: const    -0.028365
vwretd    0.766064
dtype: float64, 10837: const     0.020486
vwretd    0.649643
dtype: float64, 10838: const     0.001116
vwretd    1.316377
dtype: float64, 10839: const     0.014520
vwretd    0.760578
dtype: float64, 10840: const    -0.034177
vwretd    0.710027
dtype: float64, 10841: const     0.015653
vwretd    0.018732
dtype: float64, 10842: const     0.003978
vwretd    0.506013
dtype: float64, 10843: const     0.003011
vwretd    0.807359
dtype: float64, 10844: const     0.020893
vwretd    1.293135
dtype: float64, 10845: const     0.000610
vwretd    1.287579
dtype: float64, 10847: const     0.006683
vwretd    0.613584
dtype: float64, 10848: const    -0.097660
vwretd    1.726788
dtype: float64, 10849: const     0.011927
vwretd    0.776541
dtype: float64, 10850: const     0.001926
vwretd    0.286760
dtype: float64, 10851: const     0.020214
vwretd    0.324734
dtype: float64, 10852: const    -0.125440
vwretd    0.518149
dtype: float64, 10853: const     0.014082
vwretd    1.034109
dtype: float64, 10854: const     0.003553
vwretd    1.271666
dtype: float64, 10855: const    -0.066187
vwretd    0.469176
dtype: float64, 10856: const    -0.067494
vwretd    2.976252
dtype: float64, 10857: const     0.012160
vwretd    1.167304
dtype: float64, 10858: const     0.001505
vwretd    0.793477
dtype: float64, 10859: const     0.015163
vwretd    1.297038
dtype: float64, 10860: const     0.003489
vwretd    1.097724
dtype: float64, 10861: const    -0.012094
vwretd    1.141782
dtype: float64, 10862: const     0.00319
vwretd    1.91731
dtype: float64, 10863: const    -0.021191
vwretd    1.416855
dtype: float64, 10864: const    -0.027700
vwretd    0.353265
dtype: float64, 10865: const    -0.100549
vwretd    1.409179
dtype: float64, 10866: const     0.005067
vwretd    0.788619
dtype: float64, 10867: const     0.006100
vwretd    1.518686
dtype: float64, 10868: const    -0.004966
vwretd   -0.120439
dtype: float64, 10869: const    -0.003984
vwretd    0.803576
dtype: float64, 10870: const    -0.007161
vwretd    1.235219
dtype: float64, 10871: const     0.006436
vwretd    0.698774
dtype: float64, 10872: const    -0.075432
vwretd    1.310048
dtype: float64, 10873: const     0.013377
vwretd    0.481406
dtype: float64, 10874: const     0.003147
vwretd    1.545569
dtype: float64, 10875: const     0.012364
vwretd    1.194000
dtype: float64, 10876: const     0.026529
vwretd    0.253261
dtype: float64, 10877: const     0.009694
vwretd    1.187452
dtype: float64, 10878: const     0.001168
vwretd    0.783422
dtype: float64, 10879: const    -0.027365
vwretd    1.157581
dtype: float64, 10880: const     0.017032
vwretd    0.334501
dtype: float64, 10881: const     0.001849
vwretd    1.907745
dtype: float64, 10882: const     0.009753
vwretd    2.014887
dtype: float64, 10883: const    -0.044588
vwretd    2.746844
dtype: float64, 10884: const     0.017665
vwretd    0.901488
dtype: float64, 10885: const    -0.006590
vwretd    1.015321
dtype: float64, 10886: const    -0.002976
vwretd    1.369626
dtype: float64, 10887: const    -0.060839
vwretd    1.263356
dtype: float64, 10888: const     0.007200
vwretd    1.132878
dtype: float64, 10889: const    -0.018925
vwretd    1.060265
dtype: float64, 10890: const    -0.001695
vwretd    1.343341
dtype: float64, 10891: const     0.008408
vwretd    0.827868
dtype: float64, 10892: const     0.005004
vwretd    0.864739
dtype: float64, 10893: const     0.040449
vwretd    0.858330
dtype: float64, 10894: const    -0.042290
vwretd    0.580137
dtype: float64, 10895: const    -0.128107
vwretd    1.592272
dtype: float64, 10896: const    -0.048279
vwretd   -1.028481
dtype: float64, 10897: const     0.010405
vwretd    0.199627
dtype: float64, 10898: const     0.009146
vwretd    0.208475
dtype: float64, 10899: const    -0.018238
vwretd    1.185040
dtype: float64, 10900: const    -0.057935
vwretd    0.801443
dtype: float64, 10901: const     0.007763
vwretd    0.562804
dtype: float64, 10902: const     0.003365
vwretd   -0.020966
dtype: float64, 10903: const     0.022696
vwretd    1.810939
dtype: float64, 10904: const    -0.065386
vwretd   -0.689582
dtype: float64, 10905: const     0.001696
vwretd    0.251906
dtype: float64, 10906: const     0.007965
vwretd    0.964536
dtype: float64, 10907: const     0.015693
vwretd    1.277988
dtype: float64, 10908: const     0.001041
vwretd    0.720312
dtype: float64, 10909: const     0.011180
vwretd    1.147191
dtype: float64, 10910: const     0.009743
vwretd    1.727658
dtype: float64, 10911: const     0.001613
vwretd    1.496291
dtype: float64, 10912: const     0.012597
vwretd    0.876615
dtype: float64, 10913: const     0.005378
vwretd    0.576801
dtype: float64, 10914: const     0.001020
vwretd    1.171132
dtype: float64, 10915: const    -0.086057
vwretd   -0.056349
dtype: float64, 10916: const     0.010476
vwretd    0.207029
dtype: float64, 10917: const     0.003425
vwretd    0.418888
dtype: float64, 10918: const     0.001371
vwretd    1.590116
dtype: float64, 10920: const     0.056122
vwretd   -0.382477
dtype: float64, 10921: const     0.063368
vwretd    1.860574
dtype: float64, 10922: const     0.006493
vwretd   -0.002562
dtype: float64, 10923: const     0.014632
vwretd    0.224872
dtype: float64, 10924: const    -0.000894
vwretd    1.642509
dtype: float64, 10925: const    -0.010605
vwretd    0.947790
dtype: float64, 10926: const     0.011037
vwretd    0.384949
dtype: float64, 10927: const    -0.080156
vwretd    1.029504
dtype: float64, 10928: const    -0.015161
vwretd    2.144250
dtype: float64, 10929: const     0.000152
vwretd    1.098971
dtype: float64, 10930: const    -0.012992
vwretd    0.394824
dtype: float64, 10931: const     0.008941
vwretd    0.366969
dtype: float64, 10932: const     0.003206
vwretd    1.169742
dtype: float64, 10933: const     0.008303
vwretd    0.624205
dtype: float64, 10934: const    -0.054073
vwretd    1.143849
dtype: float64, 10935: const     0.010731
vwretd    0.679542
dtype: float64, 10936: const     0.032166
vwretd    0.209769
dtype: float64, 10937: const    -0.028319
vwretd    1.355042
dtype: float64, 10938: const    -0.003101
vwretd    1.693772
dtype: float64, 10939: const    -0.159242
vwretd    2.731807
dtype: float64, 10940: const    -0.090451
vwretd   -3.916953
dtype: float64, 10941: const     0.009838
vwretd    1.326475
dtype: float64, 10942: const     0.013929
vwretd    1.737264
dtype: float64, 10943: const    -0.041360
vwretd    1.112008
dtype: float64, 10944: const    -0.001337
vwretd    1.625568
dtype: float64, 10945: const     0.010387
vwretd   -0.761466
dtype: float64, 10946: const    -0.003703
vwretd    0.908226
dtype: float64, 10947: const     0.011315
vwretd    0.762022
dtype: float64, 10948: const     0.003365
vwretd    1.248326
dtype: float64, 10949: const     0.007275
vwretd    1.492686
dtype: float64, 10950: const    -0.008381
vwretd    0.461801
dtype: float64, 10951: const    -0.067275
vwretd    1.741974
dtype: float64, 10952: const     0.005182
vwretd    0.663061
dtype: float64, 10953: const    -0.063453
vwretd    1.663257
dtype: float64, 10954: const     0.002701
vwretd    1.747757
dtype: float64, 10955: const    -0.052194
vwretd    2.268633
dtype: float64, 10956: const    -0.014381
vwretd    0.336456
dtype: float64, 10957: const     0.023517
vwretd    0.628262
dtype: float64, 10958: const    -0.037820
vwretd    1.155427
dtype: float64, 10959: const     0.008366
vwretd    0.991381
dtype: float64, 10960: const    -0.009282
vwretd   -0.183377
dtype: float64, 10961: const     0.016595
vwretd    0.827760
dtype: float64, 10962: const    -0.006885
vwretd    1.565581
dtype: float64, 10963: const    -0.006920
vwretd    3.179057
dtype: float64, 10964: const     0.003694
vwretd    0.928147
dtype: float64, 10965: const     0.000858
vwretd    1.849703
dtype: float64, 10966: const     0.004885
vwretd    0.510417
dtype: float64, 10967: const     0.003010
vwretd    1.917424
dtype: float64, 10968: const     0.011722
vwretd    0.494515
dtype: float64, 10969: const     0.007562
vwretd    0.947057
dtype: float64, 10970: const     0.004334
vwretd    1.059078
dtype: float64, 10971: const    -0.020304
vwretd    1.598207
dtype: float64, 10972: const    -0.001424
vwretd    0.829579
dtype: float64, 10973: const     0.064346
vwretd    1.526315
dtype: float64, 10974: const     0.004698
vwretd    0.546095
dtype: float64, 10975: const     0.034637
vwretd    0.040380
dtype: float64, 10976: const     0.019004
vwretd    0.125146
dtype: float64, 10977: const     0.009749
vwretd    0.635927
dtype: float64, 10978: const    -0.002769
vwretd    0.648506
dtype: float64, 10980: const    -0.023459
vwretd    0.994215
dtype: float64, 10981: const     0.006202
vwretd    0.492544
dtype: float64, 10982: const    -0.177778
vwretd    0.891717
dtype: float64, 10983: const     0.017195
vwretd    0.678478
dtype: float64, 10984: const     0.019251
vwretd    0.803650
dtype: float64, 10985: const     0.002048
vwretd    0.068139
dtype: float64, 10986: const    -0.01497
vwretd    1.90388
dtype: float64, 10987: const    -0.003834
vwretd    2.668363
dtype: float64, 10988: const    -0.003807
vwretd    1.882193
dtype: float64, 10989: const     0.003930
vwretd    0.768502
dtype: float64, 10990: const     0.030806
vwretd    0.144207
dtype: float64, 10991: const     0.008226
vwretd    0.370146
dtype: float64, 10992: const     0.005079
vwretd    0.663046
dtype: float64, 10993: const     0.012127
vwretd    1.118319
dtype: float64, 10994: const     0.005486
vwretd    0.994200
dtype: float64, 10995: const     0.016976
vwretd    0.653343
dtype: float64, 10996: const    -0.155640
vwretd    1.554245
dtype: float64, 10998: const     0.001572
vwretd    1.222863
dtype: float64, 10999: const     0.000430
vwretd    1.142477
dtype: float64, 11000: const     0.006866
vwretd    1.156496
dtype: float64, 11001: const    -0.000867
vwretd    1.541448
dtype: float64, 11002: const    -0.223485
vwretd   -0.398658
dtype: float64, 11003: const     0.004735
vwretd    1.070100
dtype: float64, 11004: const    -0.001925
vwretd    2.207797
dtype: float64, 11005: const     0.011059
vwretd    0.435617
dtype: float64, 11006: const     0.006056
vwretd    0.387172
dtype: float64, 11007: const     0.027412
vwretd   -2.932001
dtype: float64, 11008: const    -0.069878
vwretd    1.078311
dtype: float64, 11009: const    -0.004474
vwretd    0.133277
dtype: float64, 11010: const    -0.001985
vwretd    1.199424
dtype: float64, 11011: const     0.009802
vwretd   -0.021412
dtype: float64, 11012: const     0.016352
vwretd    0.299179
dtype: float64, 11013: const    -0.032704
vwretd    1.472462
dtype: float64, 11014: const     0.002852
vwretd    0.794440
dtype: float64, 11015: const    -0.03187
vwretd    1.51982
dtype: float64, 11016: const     0.008309
vwretd    1.187131
dtype: float64, 11017: const     0.002836
vwretd    1.869323
dtype: float64, 11018: const     0.002921
vwretd    1.012954
dtype: float64, 11019: const     0.014212
vwretd    0.322762
dtype: float64, 11020: const     0.007674
vwretd    0.899307
dtype: float64, 11021: const    -0.061145
vwretd    1.277052
dtype: float64, 11022: const     0.018766
vwretd    0.185100
dtype: float64, 11023: const    -0.059220
vwretd    0.422366
dtype: float64, 11024: const    -0.129648
vwretd    1.687931
dtype: float64, 11025: const    -0.005123
vwretd    1.085746
dtype: float64, 11026: const     0.006474
vwretd    0.101564
dtype: float64, 11027: const    -0.044429
vwretd    0.993101
dtype: float64, 11028: const     0.005111
vwretd    1.699592
dtype: float64, 11029: const    -0.173361
vwretd   -0.022513
dtype: float64, 11030: const     0.156360
vwretd    1.712923
dtype: float64, 11031: const     0.003772
vwretd    1.705756
dtype: float64, 11032: const    -0.011985
vwretd    0.790964
dtype: float64, 11033: const     0.000502
vwretd    1.674500
dtype: float64, 11034: const    -0.021757
vwretd    1.123327
dtype: float64, 11035: const     0.009333
vwretd    0.952881
dtype: float64, 11036: const     0.003248
vwretd    1.293270
dtype: float64, 11037: const    -0.003800
vwretd    1.283753
dtype: float64, 11038: const    -0.004689
vwretd    1.445182
dtype: float64, 11039: const    -0.021555
vwretd    1.569673
dtype: float64, 11040: const    -0.014103
vwretd    1.455953
dtype: float64, 11041: const    -0.000796
vwretd    1.157915
dtype: float64, 11042: const     0.006891
vwretd    1.093786
dtype: float64, 11043: const     0.006553
vwretd    1.017678
dtype: float64, 11044: const     0.013013
vwretd    0.470976
dtype: float64, 11045: const     0.014469
vwretd    0.743887
dtype: float64, 11046: const     0.014217
vwretd    0.427126
dtype: float64, 11047: const     0.015667
vwretd    0.012730
dtype: float64, 11048: const     0.003288
vwretd    1.431597
dtype: float64, 11049: const    -0.022627
vwretd    0.433703
dtype: float64, 11050: const     0.021940
vwretd    0.429037
dtype: float64, 11051: const    -0.003119
vwretd    1.494403
dtype: float64, 11052: const    -0.051743
vwretd   -0.018913
dtype: float64, 11053: const     0.014414
vwretd    0.202213
dtype: float64, 11054: const    -0.00352
vwretd    1.38003
dtype: float64, 11055: const     0.020524
vwretd    0.985650
dtype: float64, 11056: const    -0.001707
vwretd    1.074686
dtype: float64, 11057: const     0.047447
vwretd   -0.539145
dtype: float64, 11058: const     0.018038
vwretd    1.458537
dtype: float64, 11059: const     0.004681
vwretd    0.047039
dtype: float64, 11060: const     0.017804
vwretd   -0.225565
dtype: float64, 11061: const     0.018126
vwretd   -3.602262
dtype: float64, 11062: const    -0.000089
vwretd    1.759961
dtype: float64, 11063: const     0.020279
vwretd    0.451084
dtype: float64, 11064: const     0.011861
vwretd    0.716442
dtype: float64, 11065: const     0.012259
vwretd    1.374651
dtype: float64, 11066: const     0.013689
vwretd    0.616528
dtype: float64, 11067: const     0.021224
vwretd    0.245678
dtype: float64, 11068: const    -0.002287
vwretd    1.448147
dtype: float64, 11069: const    -0.001787
vwretd    1.207876
dtype: float64, 11070: const    -0.004304
vwretd    1.244100
dtype: float64, 11071: const     0.029939
vwretd   -1.240283
dtype: float64, 11072: const     0.009846
vwretd    0.915021
dtype: float64, 11073: const     0.050081
vwretd    1.213734
dtype: float64, 11074: const    -0.002371
vwretd   -0.080942
dtype: float64, 11075: const    -0.142324
vwretd    1.319425
dtype: float64, 11076: const    -0.004487
vwretd    1.572607
dtype: float64, 11077: const     0.007218
vwretd    2.163953
dtype: float64, 11078: const     0.019001
vwretd    0.730024
dtype: float64, 11079: const    -0.031835
vwretd    1.442703
dtype: float64, 11080: const    -0.038175
vwretd    1.141469
dtype: float64, 11081: const     0.012623
vwretd    1.543662
dtype: float64, 11082: const     0.025341
vwretd    0.770368
dtype: float64, 11083: const    -0.006521
vwretd    0.191871
dtype: float64, 11084: const     0.005818
vwretd    0.969472
dtype: float64, 11086: const     0.074255
vwretd   -0.656267
dtype: float64, 11087: const     0.001144
vwretd    0.991686
dtype: float64, 11088: const     0.010868
vwretd    0.290849
dtype: float64, 11089: const    -0.040406
vwretd    0.838805
dtype: float64, 11090: const    -0.036320
vwretd    0.398126
dtype: float64, 11091: const     0.011345
vwretd    0.024740
dtype: float64, 11092: const    -0.001517
vwretd    1.484902
dtype: float64, 11093: const     0.001737
vwretd    0.641734
dtype: float64, 11094: const    -0.026996
vwretd    0.280124
dtype: float64, 11095: const     0.012279
vwretd    0.278487
dtype: float64, 11096: const    -0.068492
vwretd    0.357060
dtype: float64, 11097: const    -0.017305
vwretd    1.415255
dtype: float64, 11098: const    -0.042214
vwretd    0.193812
dtype: float64, 11099: const     0.015551
vwretd    0.081425
dtype: float64, 11100: const    -0.009146
vwretd    1.202642
dtype: float64, 11101: const    -0.022194
vwretd    1.115921
dtype: float64, 11102: const    -0.052304
vwretd    1.657093
dtype: float64, 11103: const    -0.007049
vwretd    1.679624
dtype: float64, 11104: const    -0.205914
vwretd    1.196203
dtype: float64, 11105: const     0.001033
vwretd    1.692787
dtype: float64, 11106: const    -0.019859
vwretd    1.009866
dtype: float64, 11107: const    -0.004372
vwretd   -0.202609
dtype: float64, 11108: const    -0.102760
vwretd   -0.032438
dtype: float64, 11109: const     0.023419
vwretd    0.190817
dtype: float64, 11110: const    -0.024627
vwretd    0.838187
dtype: float64, 11111: const    -0.023842
vwretd    1.056895
dtype: float64, 11112: const    -0.156854
vwretd    1.435743
dtype: float64, 11113: const    -0.004679
vwretd    1.380299
dtype: float64, 11114: const    -0.011443
vwretd    0.900238
dtype: float64, 11115: const    -0.035370
vwretd    0.792352
dtype: float64, 11116: const     0.031853
vwretd    0.887422
dtype: float64, 11117: const    -0.072205
vwretd   -0.126299
dtype: float64, 11118: const     0.015871
vwretd    1.866143
dtype: float64, 11119: const    -0.025751
vwretd    1.725500
dtype: float64, 11120: const     0.009064
vwretd    0.771095
dtype: float64, 11121: const     0.033618
vwretd    0.366204
dtype: float64, 11122: const     0.002025
vwretd    0.834311
dtype: float64, 11123: const    -0.031449
vwretd    0.858648
dtype: float64, 11124: const     0.005510
vwretd    1.838329
dtype: float64, 11125: const    -0.071402
vwretd    1.867857
dtype: float64, 11126: const    -0.020590
vwretd    0.678909
dtype: float64, 11127: const     0.005638
vwretd    0.740466
dtype: float64, 11128: const    -0.029393
vwretd    1.091825
dtype: float64, 11129: const    -0.005698
vwretd    1.619239
dtype: float64, 11130: const    -0.066741
vwretd    0.070556
dtype: float64, 11131: const     0.008694
vwretd    0.362639
dtype: float64, 11132: const     0.012708
vwretd    1.314411
dtype: float64, 11133: const    -0.083692
vwretd    0.729587
dtype: float64, 11134: const    -0.050232
vwretd    0.736469
dtype: float64, 11135: const     0.013206
vwretd    1.659672
dtype: float64, 11136: const    -0.005822
vwretd    1.358788
dtype: float64, 11137: const     0.018643
vwretd    1.341177
dtype: float64, 11138: const     0.012263
vwretd    0.725751
dtype: float64, 11139: const     0.016661
vwretd    1.951980
dtype: float64, 11140: const     0.008482
vwretd    0.323476
dtype: float64, 11141: const     0.013942
vwretd    1.088674
dtype: float64, 11142: const    -0.036658
vwretd    1.307498
dtype: float64, 11143: const    -0.037671
vwretd    2.599284
dtype: float64, 11144: const     0.013420
vwretd    0.669111
dtype: float64, 11145: const     0.003720
vwretd    1.018395
dtype: float64, 11146: const     0.014933
vwretd    0.509793
dtype: float64, 11147: const     0.008737
vwretd    1.797917
dtype: float64, 11148: const    -0.001615
vwretd    1.350383
dtype: float64, 11149: const     0.012509
vwretd    1.316274
dtype: float64, 11150: const    -0.009265
vwretd    0.067676
dtype: float64, 11151: const    -0.202262
vwretd    0.902692
dtype: float64, 11152: const     0.010154
vwretd    2.169967
dtype: float64, 11153: const     0.055288
vwretd    0.332483
dtype: float64, 11154: const     0.005736
vwretd    2.202164
dtype: float64, 11155: const    -0.05167
vwretd    1.54901
dtype: float64, 11156: const     0.001642
vwretd    0.953844
dtype: float64, 11157: const     0.012613
vwretd    0.689430
dtype: float64, 11158: const    -0.24093
vwretd    1.50521
dtype: float64, 11159: const     0.007884
vwretd    1.186439
dtype: float64, 11160: const    -0.047463
vwretd    1.467881
dtype: float64, 11161: const     0.001880
vwretd    1.875075
dtype: float64, 11162: const    -0.001298
vwretd    1.950345
dtype: float64, 11164: const     0.000779
vwretd    1.624158
dtype: float64, 11165: const     0.023397
vwretd    0.098157
dtype: float64, 11166: const    -0.100050
vwretd    0.427655
dtype: float64, 11167: const    -0.069472
vwretd    2.714143
dtype: float64, 11168: const     0.017338
vwretd    0.945215
dtype: float64, 11169: const    -0.023799
vwretd    1.645831
dtype: float64, 11170: const     0.011008
vwretd    0.964389
dtype: float64, 11171: const    -0.024442
vwretd    0.888393
dtype: float64, 11172: const    -0.020550
vwretd    1.598086
dtype: float64, 11173: const     0.001491
vwretd    1.085928
dtype: float64, 11174: const     0.024563
vwretd    0.919132
dtype: float64, 11175: const    -0.007445
vwretd    0.415833
dtype: float64, 11176: const    -0.021424
vwretd    1.756315
dtype: float64, 11177: const    -0.010429
vwretd    1.985639
dtype: float64, 11178: const     0.004594
vwretd    0.542067
dtype: float64, 11179: const    -0.119557
vwretd    0.603250
dtype: float64, 11180: const    -0.010812
vwretd    1.987074
dtype: float64, 11181: const    -0.012542
vwretd    1.364765
dtype: float64, 11182: const    -0.096985
vwretd    4.480549
dtype: float64, 11183: const     0.015289
vwretd    1.113809
dtype: float64, 11184: const     0.007150
vwretd    1.398773
dtype: float64, 11185: const     0.007596
vwretd    0.285056
dtype: float64, 11186: const     0.013686
vwretd    0.317479
dtype: float64, 11187: const     0.008593
vwretd    0.628696
dtype: float64, 11188: const    -0.107751
vwretd    0.176096
dtype: float64, 11189: const     0.018979
vwretd    1.249072
dtype: float64, 11190: const     0.008229
vwretd   -0.274141
dtype: float64, 11191: const    -0.089723
vwretd    1.139193
dtype: float64, 11192: const     0.006334
vwretd    1.720150
dtype: float64, 11193: const    -0.041089
vwretd    0.729961
dtype: float64, 11194: const     0.004193
vwretd    0.301109
dtype: float64, 11195: const    -0.042221
vwretd    0.712264
dtype: float64, 11196: const    -0.045426
vwretd   -1.207472
dtype: float64, 11197: const     0.017780
vwretd    1.570768
dtype: float64, 11198: const     0.001406
vwretd    1.399042
dtype: float64, 11199: const    -0.010440
vwretd    2.180638
dtype: float64, 11200: const    -0.098294
vwretd    0.091950
dtype: float64, 11201: const    -0.003281
vwretd    1.614382
dtype: float64, 11202: const     0.023292
vwretd    1.263080
dtype: float64, 11203: const    -0.001114
vwretd    0.744442
dtype: float64, 11204: const    -0.056675
vwretd    1.410064
dtype: float64, 11205: const     0.006897
vwretd    1.668972
dtype: float64, 11207: const     0.015087
vwretd    0.812634
dtype: float64, 11208: const     0.009602
vwretd    1.177321
dtype: float64, 11209: const     0.002103
vwretd    2.164694
dtype: float64, 11210: const    -0.035688
vwretd    0.434542
dtype: float64, 11211: const     0.003564
vwretd    1.339890
dtype: float64, 11212: const    -0.026347
vwretd    1.803558
dtype: float64, 11213: const     0.021334
vwretd    1.018295
dtype: float64, 11214: const     0.013415
vwretd    1.090186
dtype: float64, 11215: const     0.017079
vwretd    0.919771
dtype: float64, 11216: const     0.014907
vwretd    0.254292
dtype: float64, 11217: const    -0.069261
vwretd    0.217906
dtype: float64, 11218: const     0.031524
vwretd    1.150316
dtype: float64, 11219: const     0.005173
vwretd    0.681236
dtype: float64, 11220: const     0.013293
vwretd    0.274550
dtype: float64, 11221: const     0.040004
vwretd    1.323861
dtype: float64, 11222: const    -0.021406
vwretd    1.682774
dtype: float64, 11223: const    -0.009030
vwretd    0.633324
dtype: float64, 11225: const     0.020420
vwretd    0.425086
dtype: float64, 11226: const    -0.035553
vwretd    2.366394
dtype: float64, 11227: const    -0.011193
vwretd    1.254791
dtype: float64, 11228: const    -0.003655
vwretd    2.068572
dtype: float64, 11229: const    -0.031612
vwretd    1.394228
dtype: float64, 11230: const     0.008299
vwretd    0.250667
dtype: float64, 11231: const     0.008576
vwretd    1.498403
dtype: float64, 11232: const     0.017229
vwretd    0.621532
dtype: float64, 11233: const     0.018301
vwretd    0.425183
dtype: float64, 11234: const     0.031912
vwretd    0.045062
dtype: float64, 11235: const     0.011655
vwretd    0.047754
dtype: float64, 11236: const     0.055776
vwretd    1.454081
dtype: float64, 11237: const    -0.003772
vwretd    2.194859
dtype: float64, 11238: const     0.004081
vwretd    2.165220
dtype: float64, 11239: const    -0.055433
vwretd    0.492558
dtype: float64, 11240: const    -0.192285
vwretd    1.583899
dtype: float64, 11241: const     0.029238
vwretd   -0.307591
dtype: float64, 11242: const    -0.042717
vwretd    0.816862
dtype: float64, 11243: const     0.015579
vwretd    0.616404
dtype: float64, 11244: const     0.003606
vwretd    0.765380
dtype: float64, 11245: const    -0.009996
vwretd    1.608290
dtype: float64, 11246: const     0.004790
vwretd    0.643015
dtype: float64, 11247: const    -0.033800
vwretd   -0.547589
dtype: float64, 11248: const     0.020838
vwretd    0.162668
dtype: float64, 11249: const    -0.081010
vwretd    2.060915
dtype: float64, 11250: const    -0.026768
vwretd    0.020465
dtype: float64, 11251: const     0.014755
vwretd    0.248244
dtype: float64, 11252: const     0.024471
vwretd    2.020434
dtype: float64, 11253: const     0.010799
vwretd    1.103560
dtype: float64, 11255: const     0.034142
vwretd    0.451687
dtype: float64, 11256: const     0.011348
vwretd    0.392467
dtype: float64, 11257: const    -0.021086
vwretd    0.501654
dtype: float64, 11258: const     0.031404
vwretd    1.741362
dtype: float64, 11259: const    -0.020752
vwretd    0.926311
dtype: float64, 11260: const     0.000404
vwretd    1.498420
dtype: float64, 11261: const     0.01540
vwretd    1.33263
dtype: float64, 11262: const     0.016427
vwretd   -0.072335
dtype: float64, 11263: const     0.021648
vwretd    0.244163
dtype: float64, 11264: const     0.000411
vwretd    3.378185
dtype: float64, 11265: const     0.012000
vwretd    0.032409
dtype: float64, 11266: const     0.026653
vwretd   -0.224532
dtype: float64, 11267: const     0.007715
vwretd    0.946983
dtype: float64, 11268: const     0.015019
vwretd    0.509693
dtype: float64, 11269: const     0.017531
vwretd    1.135830
dtype: float64, 11271: const     0.094789
vwretd    0.789058
dtype: float64, 11272: const    -0.062924
vwretd    2.543761
dtype: float64, 11273: const    -0.071862
vwretd    2.260150
dtype: float64, 11274: const     0.001249
vwretd    0.259603
dtype: float64, 11275: const    -0.006248
vwretd    0.889568
dtype: float64, 11276: const     0.001352
vwretd    1.215688
dtype: float64, 11277: const     0.012690
vwretd    0.932999
dtype: float64, 11278: const     0.012574
vwretd    1.595261
dtype: float64, 11279: const     0.031299
vwretd    0.214802
dtype: float64, 11280: const    -0.045891
vwretd    0.679871
dtype: float64, 11281: const    -0.051329
vwretd    2.566128
dtype: float64, 11282: const    -0.021512
vwretd    1.582385
dtype: float64, 11283: const    -0.008096
vwretd    1.976636
dtype: float64, 11284: const     0.045142
vwretd    1.057456
dtype: float64, 11285: const     0.008202
vwretd    0.587896
dtype: float64, 11286: const     0.020658
vwretd    1.217442
dtype: float64, 11287: const    -0.003643
vwretd    1.692749
dtype: float64, 11288: const     0.030470
vwretd    0.003248
dtype: float64, 11289: const    -0.013454
vwretd    1.524395
dtype: float64, 11290: const     0.034104
vwretd    0.345798
dtype: float64, 11291: const     0.009725
vwretd    0.442489
dtype: float64, 11292: const     0.009103
vwretd    0.839767
dtype: float64, 11293: const     0.004083
vwretd    0.563265
dtype: float64, 11294: const    -0.008494
vwretd    1.465526
dtype: float64, 11295: const     0.004634
vwretd    0.922142
dtype: float64, 11296: const     0.011506
vwretd    0.924210
dtype: float64, 11297: const     0.017735
vwretd    0.543391
dtype: float64, 11298: const    -0.105680
vwretd    0.690402
dtype: float64, 11299: const     0.025672
vwretd    0.533067
dtype: float64, 11300: const     0.010857
vwretd    0.479192
dtype: float64, 11302: const    -0.031188
vwretd    2.519761
dtype: float64, 11303: const     0.015770
vwretd    0.238437
dtype: float64, 11305: const    -0.013264
vwretd   -1.865634
dtype: float64, 11306: const     0.010420
vwretd    0.057249
dtype: float64, 11307: const     0.005754
vwretd    1.501137
dtype: float64, 11308: const     0.006735
vwretd    0.568432
dtype: float64, 11309: const    -0.011812
vwretd    0.205061
dtype: float64, 11310: const     0.032195
vwretd    0.265287
dtype: float64, 11311: const    -0.014839
vwretd    2.637665
dtype: float64, 11312: const    -0.008683
vwretd    0.552864
dtype: float64, 11313: const     0.037938
vwretd   -0.582492
dtype: float64, 11314: const     0.008182
vwretd    0.585130
dtype: float64, 11315: const     0.005779
vwretd    1.512934
dtype: float64, 11316: const     0.003401
vwretd    1.739903
dtype: float64, 11317: const     0.014165
vwretd    1.340125
dtype: float64, 11318: const     0.002859
vwretd    0.200020
dtype: float64, 11319: const    -0.121501
vwretd    2.102803
dtype: float64, 11320: const     0.040571
vwretd    0.372825
dtype: float64, 11321: const     0.044123
vwretd    0.906326
dtype: float64, 11322: const     0.013533
vwretd    0.516596
dtype: float64, 11323: const     0.011657
vwretd    0.478267
dtype: float64, 11324: const    -0.002287
vwretd    2.137927
dtype: float64, 11325: const     0.002165
vwretd   -0.321013
dtype: float64, 11326: const    -0.026411
vwretd    1.199608
dtype: float64, 11327: const     0.016317
vwretd    1.430167
dtype: float64, 11328: const     0.012636
vwretd    0.176855
dtype: float64, 11329: const     0.318305
vwretd   -5.991095
dtype: float64, 11330: const     0.004735
vwretd    0.239629
dtype: float64, 11331: const    -0.000141
vwretd    1.034784
dtype: float64, 11332: const     0.005182
vwretd    1.370942
dtype: float64, 11333: const    -0.057540
vwretd    1.685145
dtype: float64, 11334: const    -0.006300
vwretd    1.150987
dtype: float64, 11335: const     0.000979
vwretd    1.378716
dtype: float64, 11336: const    -0.014795
vwretd    0.338283
dtype: float64, 11337: const    -0.117662
vwretd    2.078067
dtype: float64, 11338: const    -0.014882
vwretd    0.985658
dtype: float64, 11339: const     0.003091
vwretd    2.114497
dtype: float64, 11340: const    -0.000988
vwretd    1.191568
dtype: float64, 11341: const    -0.001520
vwretd    1.242685
dtype: float64, 11342: const    -0.009135
vwretd    1.404679
dtype: float64, 11343: const     0.010859
vwretd    0.601675
dtype: float64, 11344: const     0.003737
vwretd    0.371627
dtype: float64, 11345: const     0.002770
vwretd    1.289924
dtype: float64, 11346: const     0.007839
vwretd    1.901726
dtype: float64, 11347: const    -0.004254
vwretd    2.638142
dtype: float64, 11348: const     0.008840
vwretd    0.514735
dtype: float64, 11349: const    -0.005419
vwretd    0.586218
dtype: float64, 11350: const     0.000566
vwretd    0.970201
dtype: float64, 11351: const    -0.103230
vwretd    4.267781
dtype: float64, 11352: const    -0.025748
vwretd    1.535134
dtype: float64, 11353: const     0.004610
vwretd    0.797967
dtype: float64, 11354: const    -0.074328
vwretd    4.021487
dtype: float64, 11355: const    -0.035433
vwretd    0.116270
dtype: float64, 11356: const     0.093898
vwretd    1.271578
dtype: float64, 11357: const     0.062618
vwretd    1.285481
dtype: float64, 11358: const     0.002143
vwretd    0.092478
dtype: float64, 11359: const     0.000528
vwretd    1.187989
dtype: float64, 11360: const    -0.312291
vwretd    5.470195
dtype: float64, 11361: const    -0.029208
vwretd    1.641615
dtype: float64, 11362: const    -0.034876
vwretd    1.595251
dtype: float64, 11363: const    -0.007517
vwretd    1.034270
dtype: float64, 11364: const     0.002490
vwretd    0.329421
dtype: float64, 11365: const    -0.020491
vwretd    2.477673
dtype: float64, 11366: const     0.025067
vwretd    1.629751
dtype: float64, 11367: const     0.004291
vwretd    1.176049
dtype: float64, 11368: const     0.012290
vwretd    0.941676
dtype: float64, 11369: const     0.003754
vwretd    0.731725
dtype: float64, 11370: const     0.003910
vwretd    1.324022
dtype: float64, 11371: const     0.018426
vwretd    0.654431
dtype: float64, 11372: const    -0.008925
vwretd    1.440614
dtype: float64, 11373: const     0.016129
vwretd    0.498148
dtype: float64, 11374: const    -0.023635
vwretd   -0.996127
dtype: float64, 11375: const     0.001095
vwretd    1.083264
dtype: float64, 11376: const    -0.001975
vwretd    0.995003
dtype: float64, 11377: const     0.008508
vwretd    1.054640
dtype: float64, 11378: const     0.00187
vwretd    0.86507
dtype: float64, 11379: const     0.002262
vwretd    1.432082
dtype: float64, 11380: const     0.003418
vwretd    1.068459
dtype: float64, 11381: const    -0.005019
vwretd    4.082578
dtype: float64, 11382: const     0.003931
vwretd    1.577453
dtype: float64, 11383: const     0.124529
vwretd   -0.429738
dtype: float64, 11384: const    -0.013642
vwretd    1.162123
dtype: float64, 11385: const    -0.004040
vwretd    1.739853
dtype: float64, 11386: const    -0.048885
vwretd    1.066817
dtype: float64, 11387: const    -0.008029
vwretd    1.744666
dtype: float64, 11388: const    -0.012195
vwretd    1.495668
dtype: float64, 11389: const     0.008124
vwretd    0.310954
dtype: float64, 11390: const    -0.004974
vwretd   -0.085889
dtype: float64, 11391: const     0.004480
vwretd    1.314646
dtype: float64, 11392: const     0.0
vwretd    0.0
dtype: float64, 11393: const     0.004862
vwretd    1.341631
dtype: float64, 11394: const    -0.007782
vwretd    1.438569
dtype: float64, 11395: const     0.147042
vwretd   -2.368477
dtype: float64, 11396: const     0.018161
vwretd   -0.150729
dtype: float64, 11397: const     0.005822
vwretd    0.583206
dtype: float64, 11398: const    -0.085129
vwretd    5.769245
dtype: float64, 11399: const     0.030474
vwretd    0.002169
dtype: float64, 11400: const     0.006692
vwretd    0.321300
dtype: float64, 11401: const    -0.008821
vwretd    2.197903
dtype: float64, 11402: const     0.021188
vwretd    1.137854
dtype: float64, 11403: const     0.005599
vwretd    1.499145
dtype: float64, 11404: const     0.003825
vwretd    0.640994
dtype: float64, 11405: const    -0.020308
vwretd    0.705872
dtype: float64, 11406: const     0.007951
vwretd    0.740953
dtype: float64, 11407: const    -0.005393
vwretd    1.302492
dtype: float64, 11408: const    -0.016294
vwretd    0.121132
dtype: float64, 11409: const    -0.005151
vwretd    1.238316
dtype: float64, 11411: const     0.018464
vwretd    0.793136
dtype: float64, 11412: const    -0.058374
vwretd    2.739219
dtype: float64, 11413: const     0.022901
vwretd    0.765289
dtype: float64, 11414: const     0.008454
vwretd    0.023393
dtype: float64, 11415: const     0.021889
vwretd    0.774814
dtype: float64, 11416: const     0.004166
vwretd    0.970292
dtype: float64, 11417: const     0.008946
vwretd    0.400417
dtype: float64, 11418: const     0.109436
vwretd    0.194601
dtype: float64, 11419: const    -0.225171
vwretd    3.136155
dtype: float64, 11420: const     0.018143
vwretd    1.905060
dtype: float64, 11421: const     0.055979
vwretd   -0.583695
dtype: float64, 11422: const     0.003491
vwretd    1.322877
dtype: float64, 11423: const     0.010065
vwretd    0.160057
dtype: float64, 11424: const    -0.000109
vwretd    0.663354
dtype: float64, 11425: const     0.017454
vwretd    0.216184
dtype: float64, 11426: const     0.020988
vwretd    1.398386
dtype: float64, 11427: const     0.041559
vwretd    2.193650
dtype: float64, 11428: const    -0.038071
vwretd   -0.025637
dtype: float64, 11429: const     0.035556
vwretd    1.089273
dtype: float64, 11430: const     0.015245
vwretd    0.834536
dtype: float64, 11431: const     0.043768
vwretd    0.553670
dtype: float64, 11432: const     0.057638
vwretd    1.927822
dtype: float64, 11433: const    -0.050332
vwretd    0.311094
dtype: float64, 11434: const     0.376907
vwretd   -8.725994
dtype: float64, 11435: const    -0.241116
vwretd   -2.797808
dtype: float64, 11436: const     0.015672
vwretd    1.039725
dtype: float64, 11437: const    -0.009533
vwretd   -0.011929
dtype: float64, 11438: const     0.014268
vwretd   -0.098488
dtype: float64, 11439: const    -0.000917
vwretd    1.563197
dtype: float64, 11441: const     0.003672
vwretd    0.956081
dtype: float64, 11442: const     0.007472
vwretd    0.291273
dtype: float64, 11443: const     0.120081
vwretd    1.274639
dtype: float64, 11444: const    -0.004998
vwretd    1.336559
dtype: float64, 11445: const    -0.053273
vwretd    1.026434
dtype: float64, 11446: const    -0.001474
vwretd   -0.281728
dtype: float64, 11447: const     0.002762
vwretd    0.871742
dtype: float64, 11448: const    -0.017917
vwretd    0.980777
dtype: float64, 11449: const     0.007162
vwretd    0.811861
dtype: float64, 11450: const     0.00783
vwretd    0.94711
dtype: float64, 11451: const    -0.039598
vwretd    0.771158
dtype: float64, 11452: const    -0.001755
vwretd    1.506622
dtype: float64, 11453: const    -0.012227
vwretd    1.765361
dtype: float64, 11454: const     0.208529
vwretd    0.812724
dtype: float64, 11455: const     0.000295
vwretd    1.224150
dtype: float64, 11456: const     0.000125
vwretd    1.086629
dtype: float64, 11457: const    -0.054061
vwretd    1.451845
dtype: float64, 11458: const     0.009759
vwretd    0.075444
dtype: float64, 11459: const    -0.024945
vwretd    1.082736
dtype: float64, 11460: const    -0.002957
vwretd   -0.078216
dtype: float64, 11461: const     0.019087
vwretd    0.100676
dtype: float64, 11462: const     0.014428
vwretd    0.608931
dtype: float64, 11463: const     0.001317
vwretd    1.506594
dtype: float64, 11464: const     0.050666
vwretd    5.568419
dtype: float64, 11465: const     0.000627
vwretd    1.117202
dtype: float64, 11466: const     0.026140
vwretd    0.057832
dtype: float64, 11467: const     0.018569
vwretd    0.109377
dtype: float64, 11468: const     0.007658
vwretd    0.126456
dtype: float64, 11469: const     0.024640
vwretd    0.212941
dtype: float64, 11470: const     0.026515
vwretd    0.212735
dtype: float64, 11471: const     0.001977
vwretd    1.190369
dtype: float64, 11472: const     0.016495
vwretd    1.361182
dtype: float64, 11473: const     0.003031
vwretd    0.275810
dtype: float64, 11475: const     0.003249
vwretd    1.993029
dtype: float64, 11476: const     0.005435
vwretd    0.950843
dtype: float64, 11477: const     0.039869
vwretd    0.761340
dtype: float64, 11478: const     0.006565
vwretd    0.956059
dtype: float64, 11479: const    -0.000442
vwretd    1.034885
dtype: float64, 11480: const    -0.013115
vwretd    0.968611
dtype: float64, 11481: const     0.002710
vwretd    2.127581
dtype: float64, 11482: const    -0.028605
vwretd    0.704808
dtype: float64, 11483: const     0.002920
vwretd    1.208297
dtype: float64, 11484: const    -0.008428
vwretd    1.621964
dtype: float64, 11485: const     0.004406
vwretd    0.903720
dtype: float64, 11486: const     0.000382
vwretd    0.409625
dtype: float64, 11487: const     0.053713
vwretd   -0.321454
dtype: float64, 11488: const     0.009791
vwretd    0.721969
dtype: float64, 11489: const    -0.007820
vwretd    1.261462
dtype: float64, 11490: const     0.034048
vwretd    0.975713
dtype: float64, 11491: const    -0.024533
vwretd   -1.240810
dtype: float64, 11492: const    -0.010667
vwretd    0.582330
dtype: float64, 11493: const     0.006905
vwretd    0.190773
dtype: float64, 11494: const    -0.115219
vwretd   -0.879646
dtype: float64, 11495: const    -0.073569
vwretd    1.411277
dtype: float64, 11496: const    -0.010215
vwretd    0.525750
dtype: float64, 11497: const     0.017321
vwretd    0.820587
dtype: float64, 11498: const     0.007067
vwretd    0.492773
dtype: float64, 11499: const     0.007171
vwretd    1.302910
dtype: float64, 11500: const    -0.001461
vwretd    1.520448
dtype: float64, 11501: const    -0.000271
vwretd    0.944473
dtype: float64, 11502: const     0.018590
vwretd    1.108147
dtype: float64, 11503: const    -0.095667
vwretd    2.833659
dtype: float64, 11504: const     0.013834
vwretd   -0.067939
dtype: float64, 11505: const    -0.027485
vwretd    1.728398
dtype: float64, 11506: const     0.011770
vwretd    0.357795
dtype: float64, 11507: const     0.023968
vwretd    0.982696
dtype: float64, 11508: const     0.006450
vwretd    1.698032
dtype: float64, 11509: const     0.012837
vwretd    0.275251
dtype: float64, 11510: const     0.009503
vwretd    1.112910
dtype: float64, 11511: const     0.007857
vwretd    1.435194
dtype: float64, 11512: const     0.022413
vwretd   -0.237857
dtype: float64, 11513: const     0.003192
vwretd    0.554708
dtype: float64, 11514: const    -0.030222
vwretd    3.022505
dtype: float64, 11515: const     0.007381
vwretd    0.635364
dtype: float64, 11516: const    -0.054821
vwretd    1.760478
dtype: float64, 11517: const     0.031701
vwretd    3.222684
dtype: float64, 11518: const     0.004766
vwretd    0.185199
dtype: float64, 11519: const     0.009891
vwretd    0.360502
dtype: float64, 11520: const    -0.013902
vwretd    1.553870
dtype: float64, 11521: const    -0.039069
vwretd    1.338264
dtype: float64, 11522: const     0.015829
vwretd    1.544501
dtype: float64, 11523: const     0.028469
vwretd   -0.131413
dtype: float64, 11524: const    -0.000257
vwretd   -1.219861
dtype: float64, 11525: const     0.006155
vwretd    0.681351
dtype: float64, 11526: const    -0.015980
vwretd    0.908952
dtype: float64, 11527: const    -0.003569
vwretd    1.645108
dtype: float64, 11528: const    -0.075169
vwretd    0.811213
dtype: float64, 11529: const    -0.012312
vwretd    0.134343
dtype: float64, 11530: const    -0.031977
vwretd    2.960987
dtype: float64, 11531: const     0.007062
vwretd    1.810628
dtype: float64, 11532: const    -0.009312
vwretd    3.099503
dtype: float64, 11533: const     0.011870
vwretd    1.151219
dtype: float64, 11534: const    -0.004805
vwretd    0.661937
dtype: float64, 11535: const    -0.009487
vwretd    2.056324
dtype: float64, 11536: const     0.012312
vwretd    0.251918
dtype: float64, 11537: const    -0.127817
vwretd    5.518911
dtype: float64, 11538: const    -0.015749
vwretd   -0.176797
dtype: float64, 11539: const     0.011945
vwretd    0.365414
dtype: float64, 11541: const     0.009311
vwretd    1.531554
dtype: float64, 11542: const    -0.042217
vwretd    1.241232
dtype: float64, 11543: const    -0.000879
vwretd    1.013339
dtype: float64, 11544: const     0.014583
vwretd    0.168393
dtype: float64, 11545: const     0.010892
vwretd    0.858402
dtype: float64, 11546: const     0.096275
vwretd   -0.061411
dtype: float64, 11547: const     0.006958
vwretd    1.125170
dtype: float64, 11548: const    -0.030001
vwretd    1.160347
dtype: float64, 11549: const    -0.042092
vwretd    1.383262
dtype: float64, 11550: const     0.009155
vwretd    0.120266
dtype: float64, 11551: const    -0.050754
vwretd    1.069437
dtype: float64, 11552: const     0.015849
vwretd    1.228132
dtype: float64, 11553: const    -0.006394
vwretd    0.567869
dtype: float64, 11554: const    -0.010437
vwretd    1.583266
dtype: float64, 11555: const     0.427108
vwretd   -8.498095
dtype: float64, 11556: const    -0.011587
vwretd    1.754420
dtype: float64, 11557: const    -0.093078
vwretd   -0.384586
dtype: float64, 11558: const     0.017091
vwretd    0.665945
dtype: float64, 11559: const    -0.004549
vwretd   -0.141560
dtype: float64, 11560: const     0.000809
vwretd    0.950346
dtype: float64, 11561: const     0.027439
vwretd   -0.016393
dtype: float64, 11562: const    -0.014827
vwretd    1.002181
dtype: float64, 11563: const     0.005605
vwretd   -0.093152
dtype: float64, 11565: const     0.00551
vwretd    0.81279
dtype: float64, 11566: const     0.022435
vwretd   -0.014299
dtype: float64, 11567: const    -0.011565
vwretd    4.217099
dtype: float64, 11568: const     0.013664
vwretd   -0.012708
dtype: float64, 11569: const     0.090923
vwretd   -9.465228
dtype: float64, 11570: const    -0.015345
vwretd    0.651353
dtype: float64, 11571: const    -0.006085
vwretd    0.450697
dtype: float64, 11572: const     0.002973
vwretd   -2.971079
dtype: float64, 11573: const     0.044725
vwretd   -0.508021
dtype: float64, 11574: const     0.009769
vwretd    1.163146
dtype: float64, 11575: const     0.004893
vwretd    0.059678
dtype: float64, 11576: const     0.074308
vwretd    1.186157
dtype: float64, 11577: const    -0.064955
vwretd   -1.087223
dtype: float64, 11578: const    -0.038671
vwretd    0.846016
dtype: float64, 11579: const    -0.041695
vwretd    0.961721
dtype: float64, 11580: const    -0.010801
vwretd    0.342036
dtype: float64, 11581: const     0.002828
vwretd    1.336188
dtype: float64, 11582: const    -0.067637
vwretd    1.603916
dtype: float64, 11583: const    -0.025309
vwretd    2.139371
dtype: float64, 11584: const    -0.018684
vwretd    2.309294
dtype: float64, 11585: const     0.066130
vwretd    1.011684
dtype: float64, 11586: const     0.024597
vwretd    0.360512
dtype: float64, 11587: const     0.009920
vwretd    0.596109
dtype: float64, 11588: const     0.008771
vwretd    0.044898
dtype: float64, 11589: const     0.028167
vwretd   -0.356096
dtype: float64, 11590: const     0.027909
vwretd   -0.085031
dtype: float64, 11591: const     0.01159
vwretd    1.52214
dtype: float64, 11592: const     0.000451
vwretd    2.503094
dtype: float64, 11593: const     0.011550
vwretd    0.282283
dtype: float64, 11594: const     0.020209
vwretd    0.100567
dtype: float64, 11595: const     0.016016
vwretd   -0.177265
dtype: float64, 11596: const    -0.009025
vwretd    1.328811
dtype: float64, 11597: const    -0.065332
vwretd    2.896194
dtype: float64, 11598: const     0.006121
vwretd    0.934495
dtype: float64, 11599: const     0.016179
vwretd    0.935068
dtype: float64, 11600: const     0.006188
vwretd    0.756526
dtype: float64, 11601: const    -0.010650
vwretd    1.734574
dtype: float64, 11602: const    -0.006713
vwretd    0.278099
dtype: float64, 11603: const    -0.024446
vwretd   -0.133890
dtype: float64, 11604: const     0.016292
vwretd   -1.784389
dtype: float64, 11605: const    -0.162851
vwretd    1.095083
dtype: float64, 11606: const     0.003490
vwretd    0.391256
dtype: float64, 11607: const     0.002666
vwretd    1.127075
dtype: float64, 11608: const    -0.013557
vwretd    2.310935
dtype: float64, 11609: const    -0.016235
vwretd    2.054638
dtype: float64, 11610: const    -0.007965
vwretd    0.364849
dtype: float64, 11611: const    -0.071395
vwretd   -0.818630
dtype: float64, 11612: const    -0.009739
vwretd    0.290461
dtype: float64, 11613: const    -0.065616
vwretd   -0.166561
dtype: float64, 11614: const    -0.009366
vwretd    1.164212
dtype: float64, 11616: const    -0.063007
vwretd    2.630954
dtype: float64, 11617: const    -0.023354
vwretd    0.515998
dtype: float64, 11618: const     0.011969
vwretd    1.010901
dtype: float64, 11619: const     0.016330
vwretd    0.639698
dtype: float64, 11620: const     0.055293
vwretd    5.189883
dtype: float64, 11621: const    -0.013964
vwretd   -1.291772
dtype: float64, 11622: const     0.003078
vwretd    0.372068
dtype: float64, 11623: const    -0.008625
vwretd    2.042417
dtype: float64, 11624: const     0.004936
vwretd    1.204464
dtype: float64, 11625: const     0.006381
vwretd    0.303145
dtype: float64, 11626: const    -0.007057
vwretd    2.485876
dtype: float64, 11627: const     0.014163
vwretd   -0.002838
dtype: float64, 11628: const    -0.001224
vwretd    0.763975
dtype: float64, 11629: const    -0.108943
vwretd   -0.901032
dtype: float64, 11630: const    -0.016092
vwretd    1.911768
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vwretd    0.810765
dtype: float64, 11632: const    -0.080904
vwretd    0.848334
dtype: float64, 11633: const    -0.042645
vwretd   -0.204364
dtype: float64, 11634: const     0.010537
vwretd    0.507598
dtype: float64, 11635: const     0.000878
vwretd    0.103720
dtype: float64, 11636: const    -0.009048
vwretd    1.268468
dtype: float64, 11637: const     0.033582
vwretd   -1.807730
dtype: float64, 11638: const     0.010313
vwretd    0.610865
dtype: float64, 11639: const    -0.046581
vwretd    1.708394
dtype: float64, 11640: const    -0.054124
vwretd    1.699827
dtype: float64, 11641: const     0.008750
vwretd    1.144634
dtype: float64, 11642: const     0.036371
vwretd   -0.980197
dtype: float64, 11643: const    -0.001122
vwretd    1.257964
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vwretd    0.844887
dtype: float64, 11645: const    -0.044736
vwretd    0.535592
dtype: float64, 11646: const     0.010821
vwretd   -0.220660
dtype: float64, 11647: const     0.005263
vwretd    0.114431
dtype: float64, 11648: const    -0.011660
vwretd    1.706129
dtype: float64, 11649: const     0.033102
vwretd   -2.126454
dtype: float64, 11650: const     0.088541
vwretd    1.909628
dtype: float64, 11651: const    -0.009772
vwretd    0.767895
dtype: float64, 11652: const     0.010964
vwretd    0.179503
dtype: float64, 11653: const     0.010378
vwretd    2.846556
dtype: float64, 11654: const     0.005723
vwretd    0.563419
dtype: float64, 11655: const     0.009263
vwretd    0.607345
dtype: float64, 11656: const     0.018550
vwretd    0.801425
dtype: float64, 11657: const    -0.068081
vwretd    0.763812
dtype: float64, 11658: const     0.002221
vwretd    1.154197
dtype: float64, 11659: const    -0.019283
vwretd    0.517182
dtype: float64, 11660: const     0.001237
vwretd    0.493057
dtype: float64, 11661: const     0.008473
vwretd    0.992769
dtype: float64, 11662: const    -0.015466
vwretd    1.344144
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vwretd    0.474073
dtype: float64, 11664: const    -0.009628
vwretd    1.011243
dtype: float64, 11665: const     0.004872
vwretd    1.094934
dtype: float64, 11666: const    -0.011393
vwretd    1.852850
dtype: float64, 11668: const     0.053824
vwretd    1.299966
dtype: float64, 11669: const     0.008648
vwretd    2.177239
dtype: float64, 11670: const     0.020310
vwretd    0.253696
dtype: float64, 11671: const     0.019427
vwretd    1.761111
dtype: float64, 11672: const     0.061093
vwretd    2.902351
dtype: float64, 11673: const     0.034299
vwretd    2.902465
dtype: float64, 11674: const     0.004124
vwretd    0.526597
dtype: float64, 11675: const    -0.000679
vwretd    1.696910
dtype: float64, 11676: const    -0.009397
vwretd   -0.091328
dtype: float64, 11677: const    -0.019367
vwretd   -0.208608
dtype: float64, 11678: const     0.012924
vwretd    2.403857
dtype: float64, 11679: const     0.017838
vwretd   -0.836842
dtype: float64, 11680: const    -0.030448
vwretd    0.104053
dtype: float64, 11681: const    -0.004115
vwretd    0.351502
dtype: float64, 11682: const    -0.071407
vwretd    2.667575
dtype: float64, 11683: const    -0.004166
vwretd    0.601197
dtype: float64, 11684: const     0.001507
vwretd    1.557947
dtype: float64, 11685: const     0.121758
vwretd   -0.852013
dtype: float64, 11686: const    -0.031147
vwretd    2.346616
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vwretd   -0.156618
dtype: float64, 11688: const    -0.013545
vwretd   -0.507667
dtype: float64, 11689: const     0.018499
vwretd    1.656964
dtype: float64, 11690: const     0.009426
vwretd    0.568622
dtype: float64, 11691: const     0.005522
vwretd    0.893381
dtype: float64, 11692: const     0.046028
vwretd    1.854254
dtype: float64, 11693: const    -0.101834
vwretd    2.828076
dtype: float64, 11694: const     0.000023
vwretd    1.133262
dtype: float64, 11695: const    -0.003547
vwretd   -0.679958
dtype: float64, 11696: const    -0.030688
vwretd    1.133985
dtype: float64, 11697: const    -0.041975
vwretd    0.651171
dtype: float64, 11698: const    -0.005799
vwretd    0.171353
dtype: float64, 11699: const    -0.045975
vwretd    0.761209
dtype: float64, 11700: const     0.005218
vwretd   -0.136521
dtype: float64, 11701: const     0.007010
vwretd    0.635211
dtype: float64, 11702: const    -0.003561
vwretd    0.461142
dtype: float64, 11703: const     0.001713
vwretd    1.021735
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vwretd    0.184492
dtype: float64, 11705: const     0.013894
vwretd    0.203615
dtype: float64, 11706: const     0.019331
vwretd    0.431151
dtype: float64, 11707: const     0.004878
vwretd    1.244609
dtype: float64, 11708: const    -0.027095
vwretd    4.113470
dtype: float64, 11709: const    -0.060735
vwretd    2.203552
dtype: float64, 11710: const    -0.019672
vwretd    0.571405
dtype: float64, 11711: const     0.00616
vwretd    1.06338
dtype: float64, 11712: const    -0.164683
vwretd    3.037700
dtype: float64, 11713: const    -0.005578
vwretd    0.785561
dtype: float64, 11714: const     0.065533
vwretd   -1.995490
dtype: float64, 11715: const     0.088786
vwretd    0.623833
dtype: float64, 11716: const     0.006643
vwretd    0.199697
dtype: float64, 11717: const    -0.003109
vwretd   -0.826615
dtype: float64, 11718: const     0.032105
vwretd   -1.236769
dtype: float64, 11719: const     0.069990
vwretd   -1.186456
dtype: float64, 11720: const     0.015411
vwretd    0.208414
dtype: float64, 11721: const    -0.001279
vwretd   -1.828622
dtype: float64, 11723: const     0.008164
vwretd    1.646796
dtype: float64, 11724: const     0.002157
vwretd    3.140694
dtype: float64, 11725: const    -0.001719
vwretd    0.427632
dtype: float64, 11726: const    -0.012563
vwretd    0.199449
dtype: float64, 11727: const    -0.019626
vwretd    0.988021
dtype: float64, 11728: const     0.008351
vwretd    1.070051
dtype: float64, 11729: const    -0.009295
vwretd   -0.420443
dtype: float64, 11730: const    -0.057250
vwretd    0.651083
dtype: float64, 11731: const    -0.000217
vwretd    1.262852
dtype: float64, 11732: const     0.027957
vwretd    0.475181
dtype: float64, 11733: const    -0.071069
vwretd    0.266770
dtype: float64, 11735: const    -0.004825
vwretd    1.023049
dtype: float64, 11736: const     0.030500
vwretd    2.098869
dtype: float64, 11737: const    -0.060041
vwretd    2.372562
dtype: float64, 11738: const    -0.023357
vwretd   -0.153370
dtype: float64, 11739: const    -0.006781
vwretd    1.124292
dtype: float64, 11740: const    -0.010723
vwretd    2.745290
dtype: float64, 11741: const    -0.098611
vwretd    1.990634
dtype: float64, 11742: const     0.015263
vwretd    0.268941
dtype: float64, 11743: const     0.006738
vwretd    0.751540
dtype: float64, 11744: const    -0.013866
vwretd    1.812653
dtype: float64, 11745: const     0.015388
vwretd    0.496495
dtype: float64, 11746: const     0.003156
vwretd    0.815465
dtype: float64, 11747: const    -0.011064
vwretd    1.389767
dtype: float64, 11748: const     0.008969
vwretd    0.166493
dtype: float64, 11749: const    -0.02434
vwretd    0.85150
dtype: float64, 11750: const     0.008714
vwretd    0.255080
dtype: float64, 11751: const      0.340871
vwretd    15.898287
dtype: float64, 11752: const     0.007602
vwretd    1.324780
dtype: float64, 11753: const     0.016376
vwretd   -0.243526
dtype: float64, 11754: const    -0.000609
vwretd    0.832273
dtype: float64, 11755: const    -0.033364
vwretd    1.481740
dtype: float64, 11757: const     0.010256
vwretd    0.932417
dtype: float64, 11758: const    -0.008995
vwretd    1.673405
dtype: float64, 11759: const     0.193239
vwretd   -5.404198
dtype: float64, 11760: const    -0.006949
vwretd    1.466780
dtype: float64, 11761: const     0.005644
vwretd    1.302361
dtype: float64, 11762: const     0.001836
vwretd    1.359060
dtype: float64, 11763: const     0.002072
vwretd    1.585563
dtype: float64, 11764: const     0.004498
vwretd    1.103619
dtype: float64, 11765: const     0.015969
vwretd   -0.147918
dtype: float64, 11766: const    -0.037957
vwretd   -0.521813
dtype: float64, 11767: const    -0.058865
vwretd    2.322750
dtype: float64, 11768: const      0.002826
vwretd    10.537212
dtype: float64, 11769: const    -0.011850
vwretd    2.378268
dtype: float64, 11770: const     0.000193
vwretd    1.425507
dtype: float64, 11771: const    -0.053502
vwretd    1.923675
dtype: float64, 11773: const    -0.013346
vwretd    1.450609
dtype: float64, 11774: const    -0.040055
vwretd    0.932303
dtype: float64, 11775: const     0.001952
vwretd    0.835806
dtype: float64, 11776: const     0.023782
vwretd    0.564485
dtype: float64, 11777: const     0.037340
vwretd   -0.713637
dtype: float64, 11778: const    -0.025628
vwretd    0.770014
dtype: float64, 11779: const     0.011162
vwretd    1.262823
dtype: float64, 11781: const    -0.009333
vwretd    1.662990
dtype: float64, 11782: const    -0.029231
vwretd    3.013116
dtype: float64, 11783: const     0.017990
vwretd    0.057924
dtype: float64, 11784: const    -0.005246
vwretd    0.519094
dtype: float64, 11785: const     0.003664
vwretd    1.119271
dtype: float64, 11786: const     0.007489
vwretd    1.465418
dtype: float64, 11788: const     0.013552
vwretd    0.774715
dtype: float64, 11789: const     0.007416
vwretd    2.214165
dtype: float64, 11790: const     0.001721
vwretd    0.737621
dtype: float64, 11791: const    -0.021965
vwretd    0.635888
dtype: float64, 11792: const    -0.029283
vwretd   -0.060757
dtype: float64, 11793: const    -0.015349
vwretd    0.083058
dtype: float64, 11794: const     0.026501
vwretd    0.560139
dtype: float64, 11795: const     0.067612
vwretd   -1.592764
dtype: float64, 11796: const    -0.001772
vwretd    0.729644
dtype: float64, 11797: const    -0.004154
vwretd    1.842301
dtype: float64, 11798: const    -0.074727
vwretd    0.702316
dtype: float64, 11799: const    -0.000962
vwretd    0.061967
dtype: float64, 11800: const    -0.173985
vwretd    3.454705
dtype: float64, 11801: const    -0.016806
vwretd    1.040654
dtype: float64, 11802: const     0.015067
vwretd    0.836633
dtype: float64, 11803: const     0.015491
vwretd    1.346582
dtype: float64, 11804: const    -0.18023
vwretd    2.30269
dtype: float64, 11805: const     0.008827
vwretd    0.774355
dtype: float64, 11806: const    -0.108932
vwretd   -0.675938
dtype: float64, 11807: const    -0.017318
vwretd    0.232942
dtype: float64, 11808: const     0.013736
vwretd    0.606018
dtype: float64, 11809: const     0.014194
vwretd    0.603399
dtype: float64, 11810: const    -0.073215
vwretd    1.864565
dtype: float64, 11811: const     0.007941
vwretd    0.037887
dtype: float64, 11812: const    -0.118077
vwretd    1.513621
dtype: float64, 11813: const    -0.001194
vwretd   -0.394030
dtype: float64, 11814: const    -0.010228
vwretd    0.901695
dtype: float64, 11815: const     0.063148
vwretd   -0.609412
dtype: float64, 11816: const    -0.021530
vwretd    0.426531
dtype: float64, 11817: const     0.011581
vwretd    1.186118
dtype: float64, 11818: const     0.005968
vwretd    0.400387
dtype: float64, 11819: const    -0.004645
vwretd    0.826359
dtype: float64, 11820: const     0.013670
vwretd    0.761863
dtype: float64, 11821: const    -0.107951
vwretd    1.393736
dtype: float64, 11822: const     0.010457
vwretd    0.455157
dtype: float64, 11823: const     0.005856
vwretd    0.730641
dtype: float64, 11824: const    -0.009061
vwretd    0.736210
dtype: float64, 11825: const     0.011521
vwretd    1.505577
dtype: float64, 11826: const    -0.000913
vwretd    0.738511
dtype: float64, 11827: const    -0.031745
vwretd    1.059471
dtype: float64, 11828: const     0.005080
vwretd    1.204498
dtype: float64, 11829: const    -0.366248
vwretd    9.567615
dtype: float64, 11830: const     0.012716
vwretd    0.128771
dtype: float64, 11831: const     0.023144
vwretd   -0.190905
dtype: float64, 11832: const     0.065283
vwretd    1.888697
dtype: float64, 11833: const    -0.009277
vwretd    0.975803
dtype: float64, 11834: const    -0.007548
vwretd    1.828216
dtype: float64, 11835: const     0.000097
vwretd    0.916991
dtype: float64, 11836: const     0.009656
vwretd    0.060186
dtype: float64, 11837: const     0.085935
vwretd    2.036157
dtype: float64, 11838: const     0.011227
vwretd    0.739862
dtype: float64, 11839: const     0.008123
vwretd    0.430081
dtype: float64, 11840: const    -0.031727
vwretd    1.165227
dtype: float64, 11841: const     0.001373
vwretd   -0.030962
dtype: float64, 11842: const     0.006063
vwretd    0.577395
dtype: float64, 11843: const     0.010068
vwretd    1.385205
dtype: float64, 11844: const     0.005550
vwretd    0.529322
dtype: float64, 11845: const    -0.000425
vwretd    1.254906
dtype: float64, 11846: const     0.030055
vwretd   -0.475978
dtype: float64, 11847: const     0.007511
vwretd    0.555296
dtype: float64, 11849: const     0.011821
vwretd    1.007734
dtype: float64, 11850: const     0.004169
vwretd    0.760871
dtype: float64, 11851: const     0.009225
vwretd    0.476485
dtype: float64, 11853: const     0.017548
vwretd    0.214342
dtype: float64, 11854: const     0.001942
vwretd    0.807292
dtype: float64, 11855: const    -0.054160
vwretd    1.460077
dtype: float64, 11856: const    -0.110058
vwretd    0.058550
dtype: float64, 11857: const    -0.042564
vwretd    0.979091
dtype: float64, 11858: const    -0.015374
vwretd    1.675807
dtype: float64, 11859: const    -0.047543
vwretd    2.293074
dtype: float64, 11860: const     0.003857
vwretd   -0.183188
dtype: float64, 11861: const     0.002204
vwretd    0.893508
dtype: float64, 11862: const     0.004498
vwretd    1.356555
dtype: float64, 11863: const    -0.147988
vwretd    2.779955
dtype: float64, 11864: const    -0.008323
vwretd    0.739922
dtype: float64, 11865: const    -0.151552
vwretd    1.564240
dtype: float64, 11866: const     0.012153
vwretd    0.351629
dtype: float64, 11867: const     0.015774
vwretd    0.487832
dtype: float64, 11868: const    -0.044216
vwretd    2.258610
dtype: float64, 11869: const     0.022885
vwretd    0.465396
dtype: float64, 11870: const    -0.002987
vwretd    0.862479
dtype: float64, 11871: const    -0.222032
vwretd    2.470356
dtype: float64, 11872: const     0.054163
vwretd   -1.640725
dtype: float64, 11873: const     0.003539
vwretd    0.643135
dtype: float64, 11874: const    -0.009834
vwretd    0.512447
dtype: float64, 11875: const     0.029770
vwretd   -0.058523
dtype: float64, 11876: const    -0.012101
vwretd    1.572325
dtype: float64, 11877: const     0.001892
vwretd    1.261784
dtype: float64, 11878: const     0.009699
vwretd    0.560190
dtype: float64, 11879: const     0.005156
vwretd    0.628550
dtype: float64, 11880: const    -0.169291
vwretd    8.927875
dtype: float64, 11881: const     0.007250
vwretd    1.042532
dtype: float64, 11882: const    -0.029564
vwretd   -2.432178
dtype: float64, 11883: const     0.011951
vwretd    0.222549
dtype: float64, 11884: const     0.010158
vwretd    1.203492
dtype: float64, 11885: const    -0.002498
vwretd    1.408102
dtype: float64, 11886: const    -0.026456
vwretd   -0.050853
dtype: float64, 11887: const     0.029581
vwretd    1.104619
dtype: float64, 11888: const     0.003827
vwretd    0.939074
dtype: float64, 11889: const    -0.116417
vwretd    1.313187
dtype: float64, 11890: const    -0.041072
vwretd    2.334465
dtype: float64, 11891: const     0.002159
vwretd    1.820770
dtype: float64, 11892: const    -0.194786
vwretd    2.972136
dtype: float64, 11893: const    -0.025903
vwretd    1.288081
dtype: float64, 11894: const     0.014540
vwretd    0.659992
dtype: float64, 11895: const     0.004207
vwretd    1.871239
dtype: float64, 11896: const     0.005102
vwretd    1.619841
dtype: float64, 11897: const    -0.038566
vwretd    2.323100
dtype: float64, 11898: const     0.003307
vwretd    0.952861
dtype: float64, 11899: const    -0.000724
vwretd    0.796001
dtype: float64, 11900: const    -0.103953
vwretd    2.482269
dtype: float64, 11901: const     0.000239
vwretd    0.526480
dtype: float64, 11902: const     0.000273
vwretd    1.964265
dtype: float64, 11903: const     0.023212
vwretd    1.060746
dtype: float64, 11904: const     0.173030
vwretd    0.188034
dtype: float64, 11905: const     0.049776
vwretd   -0.204807
dtype: float64, 11906: const     0.005612
vwretd    0.978040
dtype: float64, 11907: const     0.008101
vwretd    0.672792
dtype: float64, 11908: const     0.006261
vwretd    1.636880
dtype: float64, 11909: const     0.002955
vwretd    0.072322
dtype: float64, 11910: const     0.010979
vwretd    1.110372
dtype: float64, 11911: const     0.024723
vwretd    0.808009
dtype: float64, 11912: const    -0.110271
vwretd    5.460359
dtype: float64, 11913: const    -0.000862
vwretd    1.789815
dtype: float64, 11914: const     0.011245
vwretd    1.267520
dtype: float64, 11915: const    -0.107130
vwretd    0.884129
dtype: float64, 11916: const    -0.131982
vwretd    2.309397
dtype: float64, 11917: const    -0.000538
vwretd    1.374187
dtype: float64, 11918: const    -0.034223
vwretd    1.466502
dtype: float64, 11920: const    -0.023147
vwretd    0.004241
dtype: float64, 11921: const     0.005999
vwretd    0.731211
dtype: float64, 11922: const     0.000298
vwretd    1.233189
dtype: float64, 11923: const     0.010328
vwretd    0.444960
dtype: float64, 11924: const    -0.038026
vwretd    0.039669
dtype: float64, 11925: const     0.009722
vwretd   -0.860126
dtype: float64, 11926: const    -0.073641
vwretd    3.770198
dtype: float64, 11927: const     0.021266
vwretd    0.675173
dtype: float64, 11928: const     0.011378
vwretd    0.835655
dtype: float64, 11929: const     0.008225
vwretd   -0.334435
dtype: float64, 11930: const     0.001467
vwretd    0.118894
dtype: float64, 11931: const     0.017803
vwretd    0.575086
dtype: float64, 11932: const     0.005205
vwretd    3.049702
dtype: float64, 11933: const     0.035363
vwretd   -0.602463
dtype: float64, 11934: const    -0.013449
vwretd    1.236378
dtype: float64, 11935: const     0.020409
vwretd    0.897704
dtype: float64, 11936: const    -0.001652
vwretd    1.365750
dtype: float64, 11937: const     0.018666
vwretd    0.652156
dtype: float64, 11938: const     0.008579
vwretd    0.353651
dtype: float64, 11939: const    -0.105554
vwretd    1.012753
dtype: float64, 11940: const    -0.100785
vwretd   -0.063965
dtype: float64, 11941: const    -0.000289
vwretd    0.285191
dtype: float64, 11942: const    -0.018403
vwretd    0.653786
dtype: float64, 11943: const    -0.008597
vwretd    1.908734
dtype: float64, 11944: const    -0.076733
vwretd   -0.363620
dtype: float64, 11945: const     0.002781
vwretd    0.424837
dtype: float64, 11946: const    -0.034491
vwretd    1.137475
dtype: float64, 11947: const    -0.019942
vwretd    0.763490
dtype: float64, 11948: const    -0.014692
vwretd    0.324522
dtype: float64, 11949: const     0.001449
vwretd    0.674063
dtype: float64, 11950: const     0.014118
vwretd    0.809796
dtype: float64, 11951: const    -0.030735
vwretd    6.527794
dtype: float64, 11952: const     0.029170
vwretd   -0.578189
dtype: float64, 11953: const    -0.094709
vwretd    1.374630
dtype: float64, 11954: const    -0.210965
vwretd    4.621817
dtype: float64, 11955: const     0.011301
vwretd    0.614326
dtype: float64, 11956: const     0.024179
vwretd    1.434964
dtype: float64, 11958: const    -0.013073
vwretd    1.917149
dtype: float64, 11959: const    -0.008606
vwretd    1.299641
dtype: float64, 11960: const    -0.006664
vwretd    1.743144
dtype: float64, 11961: const    -0.009282
vwretd   -1.946880
dtype: float64, 11962: const    -0.031557
vwretd   -0.416326
dtype: float64, 11963: const    -0.016836
vwretd    1.723622
dtype: float64, 11964: const    -0.004831
vwretd    2.234531
dtype: float64, 11965: const    -0.018648
vwretd    1.992255
dtype: float64, 11966: const     0.003469
vwretd    0.826184
dtype: float64, 11967: const     0.010345
vwretd    0.041395
dtype: float64, 11968: const    -0.039658
vwretd    1.435854
dtype: float64, 11969: const     0.006571
vwretd    0.765051
dtype: float64, 11970: const     0.017320
vwretd    1.768571
dtype: float64, 11971: const    -0.005294
vwretd    0.700460
dtype: float64, 11972: const    -0.003796
vwretd    0.891895
dtype: float64, 11973: const    -0.004221
vwretd    2.343336
dtype: float64, 11974: const     0.011555
vwretd    0.378531
dtype: float64, 11975: const     0.017598
vwretd    0.932125
dtype: float64, 11976: const     0.010345
vwretd    1.222650
dtype: float64, 11977: const    -0.000767
vwretd    2.384785
dtype: float64, 11978: const     0.019637
vwretd    0.458322
dtype: float64, 11979: const    -0.020788
vwretd    1.471477
dtype: float64, 11980: const    -0.007993
vwretd    1.169542
dtype: float64, 11981: const     0.006227
vwretd    1.099837
dtype: float64, 11982: const     0.010481
vwretd    0.952198
dtype: float64, 11983: const     0.003580
vwretd    1.690547
dtype: float64, 11984: const    -0.017305
vwretd    1.447826
dtype: float64, 11985: const     0.013453
vwretd    0.632664
dtype: float64, 11986: const    -0.008615
vwretd    1.251817
dtype: float64, 11987: const    -0.105892
vwretd   -1.955525
dtype: float64, 11988: const     0.000834
vwretd    0.768526
dtype: float64, 11989: const    -0.003824
vwretd    1.230529
dtype: float64, 11990: const     0.000706
vwretd    1.661097
dtype: float64, 11991: const     0.022014
vwretd    0.532732
dtype: float64, 11992: const     0.002554
vwretd    0.845024
dtype: float64, 11993: const    -0.009224
vwretd    2.670092
dtype: float64, 11994: const     0.004067
vwretd    1.400038
dtype: float64, 11995: const     0.006814
vwretd    0.579664
dtype: float64, 11996: const    -0.004328
vwretd    0.446822
dtype: float64, 11997: const     0.006330
vwretd    1.164108
dtype: float64, 11998: const    -0.000357
vwretd    2.066344
dtype: float64, 11999: const    -0.070252
vwretd    4.208853
dtype: float64, 12000: const     0.006801
vwretd    0.114253
dtype: float64, 12001: const     0.002303
vwretd    1.656645
dtype: float64, 12002: const     0.010272
vwretd    0.602761
dtype: float64, 12003: const    -0.000899
vwretd    2.204344
dtype: float64, 12004: const     0.017488
vwretd    1.248481
dtype: float64, 12005: const     0.005402
vwretd    0.873459
dtype: float64, 12006: const     0.021126
vwretd    1.250199
dtype: float64, 12007: const    -0.037803
vwretd    1.357587
dtype: float64, 12008: const     0.005310
vwretd    1.589207
dtype: float64, 12009: const    -0.011713
vwretd    1.726396
dtype: float64, 12010: const     0.004592
vwretd    0.775656
dtype: float64, 12011: const    -0.015895
vwretd    1.985932
dtype: float64, 12012: const     0.021767
vwretd    0.305927
dtype: float64, 12013: const    -0.034813
vwretd    0.930213
dtype: float64, 12014: const    -0.056297
vwretd    0.651521
dtype: float64, 12015: const    -0.010004
vwretd    2.122317
dtype: float64, 12016: const    -0.108461
vwretd    2.234574
dtype: float64, 12017: const    -0.028291
vwretd    1.320682
dtype: float64, 12018: const    -0.018070
vwretd    0.965021
dtype: float64, 12019: const     0.022480
vwretd    0.903469
dtype: float64, 12020: const    -0.025509
vwretd    0.578357
dtype: float64, 12021: const    -0.001669
vwretd    1.128720
dtype: float64, 12022: const     0.013608
vwretd    0.618537
dtype: float64, 12023: const    -0.036483
vwretd    3.697784
dtype: float64, 12024: const     0.006965
vwretd    1.484762
dtype: float64, 12025: const     0.005434
vwretd    0.419564
dtype: float64, 12026: const    -0.005839
vwretd    1.865289
dtype: float64, 12027: const    -0.040428
vwretd    1.674742
dtype: float64, 12028: const    -0.004571
vwretd    0.643737
dtype: float64, 12029: const    -0.001574
vwretd   -3.292227
dtype: float64, 12030: const    -0.023058
vwretd    0.725544
dtype: float64, 12031: const     0.012945
vwretd    0.467504
dtype: float64, 12032: const    -0.133292
vwretd   -0.747637
dtype: float64, 12033: const     0.007470
vwretd    0.195411
dtype: float64, 12034: const     0.001432
vwretd    0.079558
dtype: float64, 12035: const    -0.006377
vwretd    1.239192
dtype: float64, 12036: const     0.001199
vwretd    1.090376
dtype: float64, 12037: const     0.016044
vwretd    1.793758
dtype: float64, 12038: const    -0.064046
vwretd    0.328691
dtype: float64, 12039: const     0.003440
vwretd    0.300274
dtype: float64, 12040: const    -0.004932
vwretd    0.159011
dtype: float64, 12041: const     0.005837
vwretd    0.936670
dtype: float64, 12042: const     0.003916
vwretd    1.365934
dtype: float64, 12043: const     0.035508
vwretd    0.124477
dtype: float64, 12044: const     0.004585
vwretd    0.752147
dtype: float64, 12045: const    -0.016038
vwretd    1.442948
dtype: float64, 12046: const     0.006268
vwretd    0.883308
dtype: float64, 12047: const    -0.007808
vwretd    1.068411
dtype: float64, 12048: const     0.004539
vwretd    1.263405
dtype: float64, 12049: const    -0.018342
vwretd    1.436169
dtype: float64, 12050: const     0.008857
vwretd    0.689880
dtype: float64, 12051: const    -0.017950
vwretd    2.393417
dtype: float64, 12052: const     0.006185
vwretd    1.285638
dtype: float64, 12053: const    -0.027980
vwretd    1.470823
dtype: float64, 12054: const    -0.008774
vwretd    1.062039
dtype: float64, 12055: const     0.023443
vwretd    0.372049
dtype: float64, 12056: const    -0.085290
vwretd    0.961392
dtype: float64, 12057: const    -0.071249
vwretd    4.622177
dtype: float64, 12058: const     0.004487
vwretd    1.321789
dtype: float64, 12059: const     0.001624
vwretd   -0.029177
dtype: float64, 12060: const    -0.000483
vwretd    1.176747
dtype: float64, 12061: const     0.012116
vwretd    1.024972
dtype: float64, 12062: const     0.005983
vwretd    0.665184
dtype: float64, 12063: const    -0.006812
vwretd    2.470118
dtype: float64, 12064: const     0.000577
vwretd   -0.005541
dtype: float64, 12065: const     0.001068
vwretd    0.120185
dtype: float64, 12066: const    -0.004696
vwretd    0.456114
dtype: float64, 12067: const     0.009061
vwretd    2.032901
dtype: float64, 12068: const     0.002092
vwretd    0.589847
dtype: float64, 12069: const    -0.039789
vwretd    1.979130
dtype: float64, 12070: const    -0.002230
vwretd    1.105649
dtype: float64, 12071: const    -0.013599
vwretd    0.119384
dtype: float64, 12072: const     0.00194
vwretd    0.77378
dtype: float64, 12073: const     0.008821
vwretd    0.690743
dtype: float64, 12074: const     0.00834
vwretd    1.23707
dtype: float64, 12075: const    -0.004241
vwretd    0.450681
dtype: float64, 12076: const     0.004372
vwretd    1.844126
dtype: float64, 12077: const    -0.134297
vwretd    1.148597
dtype: float64, 12078: const     0.024830
vwretd    0.589918
dtype: float64, 12079: const    -0.001535
vwretd    1.138846
dtype: float64, 12080: const    -0.030667
vwretd    0.668519
dtype: float64, 12081: const     0.131977
vwretd   -5.879295
dtype: float64, 12082: const    -0.000884
vwretd    1.257927
dtype: float64, 12083: const     0.016513
vwretd    2.511316
dtype: float64, 12084: const     0.003301
vwretd    1.604500
dtype: float64, 12085: const    -0.020739
vwretd    2.828610
dtype: float64, 12086: const     0.005650
vwretd    0.082172
dtype: float64, 12087: const    -0.003139
vwretd    1.854422
dtype: float64, 12088: const     0.004017
vwretd    1.102825
dtype: float64, 12089: const     0.002582
vwretd    1.251891
dtype: float64, 12090: const     0.026826
vwretd    1.332532
dtype: float64, 12091: const    -0.011281
vwretd   -0.043804
dtype: float64, 12092: const     0.010324
vwretd    1.031427
dtype: float64, 12093: const     0.019119
vwretd    0.467946
dtype: float64, 12094: const     0.023109
vwretd    1.436386
dtype: float64, 12095: const    -0.002054
vwretd    1.419072
dtype: float64, 12096: const    -0.019031
vwretd    1.550298
dtype: float64, 12097: const    -0.011527
vwretd    0.773664
dtype: float64, 12098: const    -0.005280
vwretd    0.712315
dtype: float64, 12099: const     0.009129
vwretd    0.476820
dtype: float64, 12100: const     0.002808
vwretd    1.176092
dtype: float64, 12101: const     0.018681
vwretd    0.930369
dtype: float64, 12102: const    -0.054588
vwretd    0.881411
dtype: float64, 12103: const    -0.001832
vwretd    0.691916
dtype: float64, 12104: const    -0.053894
vwretd    1.576427
dtype: float64, 12105: const     0.000244
vwretd    0.905782
dtype: float64, 12106: const     0.013350
vwretd    0.607981
dtype: float64, 12107: const    -0.016579
vwretd    1.239040
dtype: float64, 12108: const     0.00344
vwretd    0.82180
dtype: float64, 12109: const    -0.009673
vwretd    1.288002
dtype: float64, 12110: const    -0.003105
vwretd    0.573497
dtype: float64, 12111: const     0.103476
vwretd    2.257236
dtype: float64, 12112: const    -0.055535
vwretd    2.021666
dtype: float64, 12113: const    -0.002642
vwretd    1.519342
dtype: float64, 12114: const    -0.021282
vwretd    0.990473
dtype: float64, 12115: const     0.008719
vwretd    1.601703
dtype: float64, 12117: const     0.019794
vwretd    2.293284
dtype: float64, 12118: const    -0.010754
vwretd    0.736587
dtype: float64, 12119: const    -0.043547
vwretd    1.176425
dtype: float64, 12120: const    -0.077194
vwretd    1.418590
dtype: float64, 12121: const    -0.063283
vwretd    2.843325
dtype: float64, 12122: const    -0.020443
vwretd    1.160717
dtype: float64, 12123: const     0.036862
vwretd    0.963813
dtype: float64, 12124: const    -0.001549
vwretd    1.800735
dtype: float64, 12125: const    -0.026935
vwretd    0.434578
dtype: float64, 12126: const     0.011983
vwretd    1.226225
dtype: float64, 12127: const    -0.134531
vwretd    0.482826
dtype: float64, 12128: const     0.002424
vwretd    1.159791
dtype: float64, 12129: const    -0.014968
vwretd    0.411726
dtype: float64, 12130: const    -0.145890
vwretd    0.784715
dtype: float64, 12131: const     0.015561
vwretd   -0.536736
dtype: float64, 12132: const     0.000911
vwretd    1.450414
dtype: float64, 12134: const     0.000627
vwretd    1.439401
dtype: float64, 12135: const    -0.029224
vwretd    1.330308
dtype: float64, 12136: const    -0.118652
vwretd    1.961621
dtype: float64, 12137: const     0.011274
vwretd    0.416035
dtype: float64, 12138: const    -0.005890
vwretd    0.541473
dtype: float64, 12139: const     0.016944
vwretd    0.067858
dtype: float64, 12140: const    -0.000986
vwretd    1.622183
dtype: float64, 12141: const     0.006118
vwretd    1.130868
dtype: float64, 12142: const    -0.020787
vwretd    0.423128
dtype: float64, 12143: const    -0.014078
vwretd    0.511373
dtype: float64, 12144: const    -0.007667
vwretd    2.004537
dtype: float64, 12145: const    -0.016376
vwretd    0.364467
dtype: float64, 12146: const     0.005232
vwretd    0.642442
dtype: float64, 12147: const    -0.073868
vwretd    2.418386
dtype: float64, 12148: const    -0.016865
vwretd   -0.040160
dtype: float64, 12149: const     0.008987
vwretd    1.433692
dtype: float64, 12150: const     0.019842
vwretd    0.486254
dtype: float64, 12151: const     0.043774
vwretd    0.599437
dtype: float64, 12152: const    -0.011506
vwretd    0.639756
dtype: float64, 12153: const    -0.024876
vwretd   -0.014479
dtype: float64, 12154: const     0.007153
vwretd    0.360312
dtype: float64, 12155: const     0.034704
vwretd   -0.254356
dtype: float64, 12156: const     0.008592
vwretd    1.687812
dtype: float64, 12157: const    -0.021224
vwretd    0.323964
dtype: float64, 12158: const     0.067948
vwretd   -2.166949
dtype: float64, 12159: const     0.005689
vwretd    1.791315
dtype: float64, 12160: const     0.019121
vwretd    0.459873
dtype: float64, 12161: const     0.032635
vwretd    0.752705
dtype: float64, 12162: const    -0.024184
vwretd    0.468663
dtype: float64, 12163: const    -0.06423
vwretd    0.27241
dtype: float64, 12164: const     0.009001
vwretd    0.494008
dtype: float64, 12165: const     0.012968
vwretd    0.525861
dtype: float64, 12166: const    -0.000841
vwretd    0.716677
dtype: float64, 12167: const    -0.000388
vwretd    1.306594
dtype: float64, 12168: const    -0.002315
vwretd    0.910992
dtype: float64, 12169: const    -0.009168
vwretd    1.185536
dtype: float64, 12170: const    -0.000892
vwretd    0.268799
dtype: float64, 12171: const     0.014859
vwretd    2.075279
dtype: float64, 12172: const     0.026307
vwretd    0.642486
dtype: float64, 12173: const     0.008949
vwretd    1.050499
dtype: float64, 12174: const     0.004436
vwretd    2.540899
dtype: float64, 12175: const     0.004754
vwretd    0.754406
dtype: float64, 12176: const     0.036000
vwretd    0.100932
dtype: float64, 12177: const    -0.027497
vwretd    0.320946
dtype: float64, 12178: const    -0.012835
vwretd   -0.089866
dtype: float64, 12179: const     0.037098
vwretd   -0.390068
dtype: float64, 12180: const     0.046145
vwretd   -0.964449
dtype: float64, 12181: const     0.066650
vwretd    4.835676
dtype: float64, 12182: const    -0.043748
vwretd   -0.194565
dtype: float64, 12183: const    -0.002963
vwretd    1.571082
dtype: float64, 12184: const     0.010837
vwretd    0.614719
dtype: float64, 12186: const    -0.046283
vwretd    1.814803
dtype: float64, 12187: const     0.105360
vwretd    1.245243
dtype: float64, 12188: const    -0.021134
vwretd    0.988438
dtype: float64, 12189: const     0.01076
vwretd    0.53161
dtype: float64, 12190: const    -0.000795
vwretd    1.062233
dtype: float64, 12191: const     0.002203
vwretd    0.828116
dtype: float64, 12192: const    -0.011838
vwretd    0.998302
dtype: float64, 12193: const    -0.008393
vwretd    1.118568
dtype: float64, 12194: const     0.035488
vwretd   -0.973746
dtype: float64, 12195: const    -0.003893
vwretd    1.597479
dtype: float64, 12196: const     0.013052
vwretd   -0.330622
dtype: float64, 12198: const    -0.029862
vwretd    5.462997
dtype: float64, 12199: const     0.017461
vwretd    0.463048
dtype: float64, 12201: const    -0.068253
vwretd    0.115552
dtype: float64, 12202: const    -0.001081
vwretd    1.225348
dtype: float64, 12203: const    -0.097972
vwretd    0.901406
dtype: float64, 12204: const    -0.016408
vwretd    0.751779
dtype: float64, 12205: const     0.007750
vwretd    1.041803
dtype: float64, 12206: const    -0.034988
vwretd    1.628042
dtype: float64, 12207: const    -0.024306
vwretd    0.444760
dtype: float64, 12208: const     0.004277
vwretd    0.581088
dtype: float64, 12209: const     0.011612
vwretd    0.799497
dtype: float64, 12211: const     0.007847
vwretd    0.850268
dtype: float64, 12212: const     0.013357
vwretd    1.643115
dtype: float64, 12213: const     0.014642
vwretd    0.110316
dtype: float64, 12214: const     0.003133
vwretd    1.516493
dtype: float64, 12215: const    -0.006704
vwretd    0.316758
dtype: float64, 12216: const    -0.034058
vwretd    0.965844
dtype: float64, 12217: const     0.006722
vwretd    1.546584
dtype: float64, 12218: const    -0.018486
vwretd    1.859981
dtype: float64, 12219: const    -0.004380
vwretd    0.781804
dtype: float64, 12220: const     0.002567
vwretd    1.727887
dtype: float64, 12221: const     0.002803
vwretd    0.799376
dtype: float64, 12222: const    -0.030326
vwretd    1.418213
dtype: float64, 12223: const    -0.010686
vwretd    1.694422
dtype: float64, 12224: const     0.024903
vwretd    1.110852
dtype: float64, 12225: const    -0.016031
vwretd    0.535064
dtype: float64, 12226: const     0.006776
vwretd    1.302255
dtype: float64, 12227: const    -0.262066
vwretd    5.570531
dtype: float64, 12228: const     0.005345
vwretd   -1.151203
dtype: float64, 12230: const    -0.038240
vwretd    0.618264
dtype: float64, 12231: const    -0.097708
vwretd   -1.525995
dtype: float64, 12232: const    -0.032828
vwretd   -0.633279
dtype: float64, 12233: const     0.012894
vwretd   -0.118423
dtype: float64, 12234: const    -0.022894
vwretd   -0.071309
dtype: float64, 12236: const     0.020578
vwretd    0.780186
dtype: float64, 12237: const    -0.002060
vwretd    1.017298
dtype: float64, 12238: const     0.024114
vwretd    2.472792
dtype: float64, 12239: const     0.005453
vwretd    2.155167
dtype: float64, 12240: const     0.002075
vwretd    1.138294
dtype: float64, 12241: const    -0.084148
vwretd    2.477149
dtype: float64, 12243: const     0.043720
vwretd    1.299113
dtype: float64, 12244: const    -0.022231
vwretd   -0.082187
dtype: float64, 12245: const    -0.065336
vwretd    1.123731
dtype: float64, 12246: const     0.013962
vwretd    0.850102
dtype: float64, 12248: const     0.005810
vwretd    0.685106
dtype: float64, 12249: const    -0.005417
vwretd    1.393976
dtype: float64, 12250: const    -0.015285
vwretd    0.673123
dtype: float64, 12251: const    -0.067737
vwretd   -0.248990
dtype: float64, 12252: const     0.002440
vwretd    1.563311
dtype: float64, 12253: const     0.005426
vwretd   -0.010019
dtype: float64, 12254: const    -0.017705
vwretd    0.283517
dtype: float64, 12255: const    -0.002464
vwretd    1.626172
dtype: float64, 12256: const    -0.001860
vwretd    0.951233
dtype: float64, 12257: const    -0.01106
vwretd    1.22791
dtype: float64, 12258: const     0.064466
vwretd    1.882582
dtype: float64, 12259: const     0.017282
vwretd    2.410715
dtype: float64, 12260: const    -0.005422
vwretd    1.705434
dtype: float64, 12261: const     0.048354
vwretd    1.220066
dtype: float64, 12262: const    -0.065586
vwretd   -0.119321
dtype: float64, 12263: const    -0.025757
vwretd    1.290220
dtype: float64, 12264: const    -0.028494
vwretd    0.937202
dtype: float64, 12265: const     0.015589
vwretd    1.947323
dtype: float64, 12266: const     0.020424
vwretd    1.397256
dtype: float64, 12267: const     0.016688
vwretd    1.546349
dtype: float64, 12268: const    -0.022520
vwretd   -0.029771
dtype: float64, 12269: const     0.003643
vwretd    1.186513
dtype: float64, 12270: const    -0.256343
vwretd   -4.030123
dtype: float64, 12271: const     0.003198
vwretd    0.495603
dtype: float64, 12272: const    -0.041218
vwretd    0.587580
dtype: float64, 12273: const    -0.045670
vwretd    1.316787
dtype: float64, 12274: const    -0.005903
vwretd   -1.032235
dtype: float64, 12275: const    -0.011347
vwretd    0.315382
dtype: float64, 12276: const     0.019481
vwretd    1.154451
dtype: float64, 12277: const     0.004652
vwretd    0.976649
dtype: float64, 12278: const     0.005409
vwretd    0.021722
dtype: float64, 12279: const     0.014484
vwretd    0.138353
dtype: float64, 12280: const    -0.137998
vwretd    1.184043
dtype: float64, 12281: const     0.008568
vwretd    0.282944
dtype: float64, 12282: const     0.016642
vwretd   -0.155728
dtype: float64, 12283: const     0.019200
vwretd   -1.608098
dtype: float64, 12284: const    -0.032900
vwretd    2.172102
dtype: float64, 12285: const    -0.008044
vwretd    0.585215
dtype: float64, 12287: const    -0.003760
vwretd    0.786276
dtype: float64, 12288: const    -0.014095
vwretd    0.815574
dtype: float64, 12289: const     0.000949
vwretd    0.199618
dtype: float64, 12290: const     0.011634
vwretd   -0.218546
dtype: float64, 12291: const    -0.052796
vwretd    1.258768
dtype: float64, 12292: const    -0.006060
vwretd    1.095382
dtype: float64, 12293: const    -0.025582
vwretd    1.501909
dtype: float64, 12294: const     0.002206
vwretd    0.989717
dtype: float64, 12295: const     0.000462
vwretd    0.949798
dtype: float64, 12296: const    -0.001303
vwretd    1.202594
dtype: float64, 12297: const    -0.000578
vwretd    1.142127
dtype: float64, 12298: const     0.006147
vwretd    1.297395
dtype: float64, 12299: const    -0.012763
vwretd   -0.273415
dtype: float64, 12300: const     0.002459
vwretd    1.545001
dtype: float64, 12301: const    -0.000852
vwretd    1.165886
dtype: float64, 12302: const    -0.001206
vwretd    1.171768
dtype: float64, 12303: const    -0.001088
vwretd    1.093805
dtype: float64, 12304: const    -0.000932
vwretd    1.115601
dtype: float64, 12305: const     0.001547
vwretd    0.972163
dtype: float64, 12306: const    -0.008460
vwretd    0.613314
dtype: float64, 12307: const    -0.013185
vwretd    1.033418
dtype: float64, 12308: const     0.007259
vwretd    1.017715
dtype: float64, 12309: const    -0.008134
vwretd    0.370255
dtype: float64, 12310: const     0.030039
vwretd    1.840751
dtype: float64, 12312: const     0.000199
vwretd    1.071589
dtype: float64, 12313: const     0.001146
vwretd    0.995814
dtype: float64, 12314: const     0.002140
vwretd    1.024249
dtype: float64, 12315: const     0.000101
vwretd    0.960669
dtype: float64, 12316: const     0.000866
vwretd    1.006538
dtype: float64, 12317: const    -0.002675
vwretd    1.221588
dtype: float64, 12318: const    -0.002531
vwretd    1.191101
dtype: float64, 12319: const     0.008842
vwretd    0.284995
dtype: float64, 12320: const    -0.003135
vwretd    0.644042
dtype: float64, 12321: const    -0.002685
vwretd    1.178502
dtype: float64, 12322: const    -0.004148
vwretd    0.430413
dtype: float64, 12323: const    -0.008089
vwretd    0.916962
dtype: float64, 12324: const    -0.019954
vwretd    2.476966
dtype: float64, 12325: const     0.027515
vwretd    1.371106
dtype: float64, 12326: const    -0.003052
vwretd    0.341680
dtype: float64, 12327: const     0.001095
vwretd    0.649563
dtype: float64, 12328: const    -0.017930
vwretd    1.431249
dtype: float64, 12329: const    -0.001187
vwretd    1.428304
dtype: float64, 12330: const     0.005566
vwretd    1.432334
dtype: float64, 12331: const     0.003529
vwretd    0.230459
dtype: float64, 12332: const    -0.011524
vwretd    2.258474
dtype: float64, 12333: const    -0.015581
vwretd    1.474683
dtype: float64, 12334: const    -0.004403
vwretd    0.671237
dtype: float64, 12335: const     0.003625
vwretd    1.774307
dtype: float64, 12336: const    -0.015599
vwretd    1.244666
dtype: float64, 12337: const    -0.016006
vwretd    1.633209
dtype: float64, 12338: const    -0.008591
vwretd    0.612164
dtype: float64, 12339: const     0.020010
vwretd    0.228735
dtype: float64, 12340: const    -0.001805
vwretd    1.956868
dtype: float64, 12341: const    -0.001045
vwretd    0.656514
dtype: float64, 12342: const     0.014688
vwretd    1.207812
dtype: float64, 12343: const     0.002285
vwretd    1.309872
dtype: float64, 12344: const    -0.127932
vwretd    4.105773
dtype: float64, 12345: const     0.001738
vwretd    1.413207
dtype: float64, 12347: const    -0.018943
vwretd    0.696548
dtype: float64, 12348: const    -0.023104
vwretd    1.143446
dtype: float64, 12349: const    -0.071301
vwretd    1.420618
dtype: float64, 12350: const    -0.011012
vwretd    1.951563
dtype: float64, 12351: const     0.000980
vwretd    0.929656
dtype: float64, 12352: const    -0.023381
vwretd    1.722269
dtype: float64, 12353: const    -0.008771
vwretd   -0.441025
dtype: float64, 12354: const     0.198631
vwretd   -0.414237
dtype: float64, 12355: const     0.00044
vwretd    1.00795
dtype: float64, 12356: const    -0.001166
vwretd    1.400661
dtype: float64, 12357: const    -0.029695
vwretd    1.873347
dtype: float64, 12358: const     0.018991
vwretd    0.489483
dtype: float64, 12359: const     0.015149
vwretd    1.314108
dtype: float64, 12360: const     0.007575
vwretd    2.045818
dtype: float64, 12362: const     0.009829
vwretd    0.208310
dtype: float64, 12363: const    -0.020134
vwretd    1.525294
dtype: float64, 12364: const    -0.022576
vwretd    1.855848
dtype: float64, 12365: const     0.008381
vwretd    1.376771
dtype: float64, 12366: const     0.014559
vwretd    0.773352
dtype: float64, 12367: const    -0.040629
vwretd    1.806789
dtype: float64, 12368: const    -0.000137
vwretd    0.732988
dtype: float64, 12369: const    -0.00632
vwretd    1.48781
dtype: float64, 12370: const    -0.008596
vwretd    0.975040
dtype: float64, 12371: const    -0.010032
vwretd    1.281469
dtype: float64, 12372: const    -0.015021
vwretd    1.388798
dtype: float64, 12373: const    -0.008187
vwretd    1.507459
dtype: float64, 12374: const     0.014147
vwretd    1.240169
dtype: float64, 12375: const    -0.034611
vwretd    1.924556
dtype: float64, 12376: const    -0.010311
vwretd    1.660460
dtype: float64, 12377: const     0.000961
vwretd    1.394728
dtype: float64, 12378: const    -0.004469
vwretd    1.622851
dtype: float64, 12379: const     0.005894
vwretd    0.008472
dtype: float64, 12380: const     0.000493
vwretd    1.014368
dtype: float64, 12381: const     0.006041
vwretd   -0.291903
dtype: float64, 12382: const    -0.057958
vwretd    2.167954
dtype: float64, 12383: const    -0.034353
vwretd    2.192915
dtype: float64, 12384: const    -0.009177
vwretd    1.832993
dtype: float64, 12385: const    -0.000781
vwretd    0.856071
dtype: float64, 12386: const    -0.001433
vwretd    1.677400
dtype: float64, 12387: const    -0.016813
vwretd    1.103251
dtype: float64, 12388: const    -0.027046
vwretd    1.063448
dtype: float64, 12389: const    -0.038602
vwretd    2.926465
dtype: float64, 12390: const    -0.003088
vwretd    1.636080
dtype: float64, 12391: const    -0.004896
vwretd    1.520578
dtype: float64, 12392: const     0.058496
vwretd    1.479387
dtype: float64, 12394: const    -0.004673
vwretd    1.648663
dtype: float64, 12395: const     0.005570
vwretd    0.739179
dtype: float64, 12397: const    -0.012533
vwretd    1.359203
dtype: float64, 12398: const    -0.070737
vwretd    1.925532
dtype: float64, 12399: const    -0.032522
vwretd    0.280442
dtype: float64, 12400: const     0.009077
vwretd    1.198520
dtype: float64, 12401: const    -0.081261
vwretd    2.129887
dtype: float64, 12402: const     0.006149
vwretd    0.878956
dtype: float64, 12403: const     0.015332
vwretd    0.649090
dtype: float64, 12405: const     0.008846
vwretd    1.378158
dtype: float64, 12406: const     0.023969
vwretd    0.147907
dtype: float64, 12407: const    -0.001141
vwretd    0.795103
dtype: float64, 12408: const    -0.003138
vwretd    0.280646
dtype: float64, 12409: const     0.013515
vwretd    3.388255
dtype: float64, 12410: const    -0.007220
vwretd    0.815802
dtype: float64, 12411: const     0.008443
vwretd    2.036614
dtype: float64, 12412: const    -0.004433
vwretd    0.828054
dtype: float64, 12413: const     0.010530
vwretd    1.366511
dtype: float64, 12415: const    -0.027404
vwretd    1.459188
dtype: float64, 12416: const     0.001094
vwretd    0.235767
dtype: float64, 12423: const     0.000100
vwretd    1.804619
dtype: float64, 12424: const     0.010764
vwretd    1.088429
dtype: float64, 12431: const     0.001527
vwretd    1.238380
dtype: float64, 12432: const    -0.014320
vwretd    0.807223
dtype: float64, 12437: const    -0.002741
vwretd    2.269152
dtype: float64, 12438: const    -0.001219
vwretd    0.406913
dtype: float64, 12439: const    -0.090850
vwretd    3.507575
dtype: float64, 12440: const    -0.026739
vwretd    2.328187
dtype: float64, 12441: const    -0.280636
vwretd   -4.458093
dtype: float64, 12442: const    -0.006703
vwretd   -0.601932
dtype: float64, 12443: const    -0.023372
vwretd    1.515412
dtype: float64, 12444: const    -0.019203
vwretd    3.486700
dtype: float64, 12445: const    -0.016914
vwretd    0.855651
dtype: float64, 12446: const    -0.022390
vwretd   -0.446973
dtype: float64, 12447: const    -0.001579
vwretd    1.085441
dtype: float64, 12448: const     0.002861
vwretd    1.106217
dtype: float64, 12449: const     0.005935
vwretd    1.220223
dtype: float64, 12450: const     0.003016
vwretd    0.731095
dtype: float64, 12451: const     0.010447
vwretd    0.190692
dtype: float64, 12452: const     0.013018
vwretd    1.010284
dtype: float64, 12453: const     0.000452
vwretd    0.079722
dtype: float64, 12454: const    -0.052628
vwretd    3.131318
dtype: float64, 12455: const    -0.042058
vwretd    2.984148
dtype: float64, 12456: const     0.093011
vwretd   -1.495153
dtype: float64, 12457: const     0.005563
vwretd    0.687697
dtype: float64, 12458: const    -0.000964
vwretd    1.215095
dtype: float64, 12459: const     0.017220
vwretd    0.592573
dtype: float64, 12460: const    -0.013047
vwretd    1.434242
dtype: float64, 12461: const    -0.004543
vwretd    1.203431
dtype: float64, 12462: const    -0.004758
vwretd    1.150340
dtype: float64, 12463: const    -0.000414
vwretd    0.015430
dtype: float64, 12464: const    -0.002069
vwretd    0.616296
dtype: float64, 12465: const    -0.010511
vwretd    1.245758
dtype: float64, 12466: const     0.001059
vwretd    1.701067
dtype: float64, 12467: const     0.062090
vwretd   -3.571296
dtype: float64, 12468: const    -0.007122
vwretd    1.048464
dtype: float64, 12469: const    -0.001266
vwretd    1.132580
dtype: float64, 12470: const    -0.004358
vwretd    1.309796
dtype: float64, 12471: const    -0.000957
vwretd    1.107946
dtype: float64, 12472: const    -0.008638
vwretd    1.068215
dtype: float64, 12473: const     0.000531
vwretd    1.528649
dtype: float64, 12474: const    -0.005890
vwretd    0.875701
dtype: float64, 12475: const     0.007213
vwretd    1.022625
dtype: float64, 12476: const     0.004277
vwretd    2.197586
dtype: float64, 12477: const     0.008333
vwretd    1.262401
dtype: float64, 12478: const    -0.008991
vwretd    2.415972
dtype: float64, 12479: const     0.002817
vwretd    0.019406
dtype: float64, 12480: const     0.008346
vwretd    0.373093
dtype: float64, 12481: const     0.024847
vwretd    0.363273
dtype: float64, 12482: const    -0.021002
vwretd    1.354214
dtype: float64, 12483: const    -0.043361
vwretd    0.187127
dtype: float64, 12484: const     0.009490
vwretd    0.632439
dtype: float64, 12486: const    -0.007566
vwretd    0.544656
dtype: float64, 12487: const     0.006364
vwretd    0.404163
dtype: float64, 12488: const     0.004249
vwretd    1.496402
dtype: float64, 12489: const    -0.024269
vwretd    3.790922
dtype: float64, 12490: const     0.004980
vwretd    0.829169
dtype: float64, 12491: const     0.002730
vwretd    0.202531
dtype: float64, 12492: const     0.000686
vwretd    1.051608
dtype: float64, 12493: const     0.009817
vwretd    1.146162
dtype: float64, 12494: const    -0.004920
vwretd    1.829999
dtype: float64, 12495: const     0.031649
vwretd    0.681693
dtype: float64, 12496: const    -0.020546
vwretd    1.471524
dtype: float64, 12497: const    -0.011444
vwretd    0.600510
dtype: float64, 12498: const     0.006136
vwretd    0.873592
dtype: float64, 12499: const     0.015621
vwretd    1.071683
dtype: float64, 12500: const    -0.061224
vwretd    0.942038
dtype: float64, 12501: const     0.005010
vwretd    1.074714
dtype: float64, 12502: const     0.005257
vwretd    0.382676
dtype: float64, 12503: const    -0.002940
vwretd    1.268974
dtype: float64, 12504: const     0.013116
vwretd    0.445593
dtype: float64, 12505: const    -0.000616
vwretd    1.071608
dtype: float64, 12506: const    -0.023418
vwretd    3.628849
dtype: float64, 12507: const    -0.159755
vwretd    3.365890
dtype: float64, 12508: const    -0.004650
vwretd    0.915433
dtype: float64, 12509: const     0.01503
vwretd    0.30281
dtype: float64, 12510: const    -0.002318
vwretd   -1.223297
dtype: float64, 12511: const     0.000565
vwretd    1.484675
dtype: float64, 12512: const    -0.000614
vwretd    0.965533
dtype: float64, 12513: const    -0.002597
vwretd    1.010026
dtype: float64, 12514: const    -0.004521
vwretd    0.979139
dtype: float64, 12515: const    -0.00312
vwretd    1.15535
dtype: float64, 12516: const    -0.002525
vwretd    0.645736
dtype: float64, 12517: const     0.001299
vwretd    0.251991
dtype: float64, 12518: const     0.001343
vwretd    0.217231
dtype: float64, 12519: const     0.000165
vwretd    0.212705
dtype: float64, 12520: const     0.001423
vwretd    0.182335
dtype: float64, 12521: const    -0.010410
vwretd    1.482489
dtype: float64, 12522: const    -0.010567
vwretd    0.327451
dtype: float64, 12523: const    -0.007332
vwretd    0.969045
dtype: float64, 12524: const    -0.016076
vwretd    1.602875
dtype: float64, 12525: const    -0.008695
vwretd    1.600655
dtype: float64, 12526: const    -0.043707
vwretd    1.966357
dtype: float64, 12527: const     0.043236
vwretd   -1.505578
dtype: float64, 12528: const    -0.011476
vwretd    1.154081
dtype: float64, 12529: const    -0.002633
vwretd    1.037991
dtype: float64, 12530: const     0.003848
vwretd   -1.579503
dtype: float64, 12531: const    -0.001956
vwretd   -3.654292
dtype: float64, 12532: const    -0.013814
vwretd    1.352995
dtype: float64, 12533: const    -0.003006
vwretd    1.035867
dtype: float64, 12534: const     0.002532
vwretd    0.943736
dtype: float64, 12535: const    -0.001045
vwretd    1.131773
dtype: float64, 12536: const    -0.002075
vwretd    0.851572
dtype: float64, 12537: const    -0.001764
vwretd    0.041831
dtype: float64, 12538: const    -0.000293
vwretd    1.720713
dtype: float64, 12539: const     0.005649
vwretd    1.047992
dtype: float64, 12540: const    -0.006799
vwretd    1.081795
dtype: float64, 12541: const     0.010752
vwretd    0.934166
dtype: float64, 12542: const    -0.004458
vwretd    1.096759
dtype: float64, 12543: const    -0.000135
vwretd    0.503885
dtype: float64, 12545: const    -0.036981
vwretd    2.590021
dtype: float64, 12546: const     0.000820
vwretd    1.242448
dtype: float64, 12547: const     0.001430
vwretd    0.996663
dtype: float64, 12548: const    -0.012280
vwretd   -2.508248
dtype: float64, 12549: const    -0.027808
vwretd    2.780671
dtype: float64, 12550: const    -0.050503
vwretd    0.348985
dtype: float64, 12551: const    -0.061335
vwretd   -0.120093
dtype: float64, 12552: const    -0.004908
vwretd    0.833813
dtype: float64, 12553: const    -0.014489
vwretd    1.120271
dtype: float64, 12554: const    -0.001164
vwretd    1.251892
dtype: float64, 12555: const    -0.008120
vwretd   -0.063706
dtype: float64, 12556: const    -0.023792
vwretd    1.551849
dtype: float64, 12557: const    -0.029136
vwretd    0.670677
dtype: float64, 12558: const    -0.004215
vwretd    0.879961
dtype: float64, 12559: const     0.015921
vwretd    0.667631
dtype: float64, 12560: const    -0.024193
vwretd    1.727665
dtype: float64, 12561: const    -0.002532
vwretd   -0.050747
dtype: float64, 12562: const     0.006181
vwretd    0.746387
dtype: float64, 12564: const    -0.008210
vwretd    0.787321
dtype: float64, 12565: const    -0.004624
vwretd    0.409067
dtype: float64, 12566: const    -0.008362
vwretd    1.753994
dtype: float64, 12567: const    -0.013090
vwretd    0.107983
dtype: float64, 12568: const    -0.020891
vwretd    1.001702
dtype: float64, 12569: const    -0.003337
vwretd    2.280492
dtype: float64, 12570: const    -0.000960
vwretd    1.498109
dtype: float64, 12571: const     0.021978
vwretd    0.890155
dtype: float64, 12572: const    -0.051934
vwretd    2.212586
dtype: float64, 12573: const    -0.008416
vwretd    1.023756
dtype: float64, 12574: const    -0.048620
vwretd    2.203851
dtype: float64, 12575: const     0.042585
vwretd    0.411616
dtype: float64, 12576: const    -0.006145
vwretd    1.594809
dtype: float64, 12577: const    -0.014982
vwretd    1.653486
dtype: float64, 12578: const     0.000106
vwretd    0.918488
dtype: float64, 12579: const    -0.061957
vwretd    3.283200
dtype: float64, 12580: const    -0.081046
vwretd    3.340653
dtype: float64, 12581: const     0.046305
vwretd    0.714730
dtype: float64, 12582: const     0.006918
vwretd    1.093490
dtype: float64, 12583: const     0.011364
vwretd    1.002515
dtype: float64, 12584: const    -0.004273
vwretd    1.045651
dtype: float64, 12585: const    -0.036592
vwretd   -1.388836
dtype: float64, 12586: const    -0.035807
vwretd    1.393899
dtype: float64, 12587: const    -0.000703
vwretd    0.855102
dtype: float64, 12588: const     0.015369
vwretd    1.265805
dtype: float64, 12589: const     0.012293
vwretd    0.369789
dtype: float64, 12590: const    -0.097203
vwretd    1.095148
dtype: float64, 12591: const     0.007533
vwretd    1.675544
dtype: float64, 12592: const    -0.024116
vwretd    1.237883
dtype: float64, 12593: const    -0.004994
vwretd    1.072619
dtype: float64, 12594: const    -0.004942
vwretd    0.279298
dtype: float64, 12595: const    -0.001543
vwretd   -0.026495
dtype: float64, 12596: const    -0.010684
vwretd    0.412342
dtype: float64, 12597: const     0.040722
vwretd   -0.358285
dtype: float64, 12598: const    -0.002623
vwretd    0.369597
dtype: float64, 12599: const    -0.076209
vwretd    3.710843
dtype: float64, 12600: const     0.003100
vwretd    0.952541
dtype: float64, 12601: const     0.004683
vwretd    0.877436
dtype: float64, 12602: const    -0.003789
vwretd    1.106327
dtype: float64, 12603: const     0.013609
vwretd    0.051096
dtype: float64, 12604: const    -0.003774
vwretd    1.185532
dtype: float64, 12605: const     0.010624
vwretd    0.942460
dtype: float64, 12606: const    -0.002921
vwretd    1.253615
dtype: float64, 12607: const    -0.001486
vwretd    1.220722
dtype: float64, 12608: const     0.010681
vwretd    0.612760
dtype: float64, 12609: const    -0.004355
vwretd    1.372404
dtype: float64, 12610: const    -0.009064
vwretd    1.412432
dtype: float64, 12611: const     0.013499
vwretd    0.301826
dtype: float64, 12612: const     0.002561
vwretd    1.004427
dtype: float64, 12613: const     0.021191
vwretd    0.376625
dtype: float64, 12614: const    -0.012799
vwretd    1.658831
dtype: float64, 12615: const     0.002155
vwretd    0.969759
dtype: float64, 12616: const    -0.006684
vwretd    1.956800
dtype: float64, 12617: const    -0.043578
vwretd    1.426900
dtype: float64, 12618: const     0.003627
vwretd    0.866615
dtype: float64, 12619: const    -0.040746
vwretd    1.778095
dtype: float64, 12620: const    -0.03589
vwretd    1.51461
dtype: float64, 12621: const    -0.004173
vwretd    1.242725
dtype: float64, 12622: const     0.009789
vwretd    1.435324
dtype: float64, 12623: const     0.012122
vwretd    0.819498
dtype: float64, 12624: const    -0.002343
vwretd    0.646146
dtype: float64, 12625: const     0.001425
vwretd    0.747700
dtype: float64, 12626: const     0.006203
vwretd    0.888147
dtype: float64, 12627: const     0.015609
vwretd    0.992398
dtype: float64, 12628: const    -0.001326
vwretd    0.674376
dtype: float64, 12629: const     0.004274
vwretd    0.931437
dtype: float64, 12630: const    -0.016075
vwretd    0.926893
dtype: float64, 12631: const     0.000047
vwretd    0.261090
dtype: float64, 12632: const    -0.005327
vwretd   -0.087237
dtype: float64, 12633: const    -0.000886
vwretd   -0.428622
dtype: float64, 12634: const    -0.033588
vwretd    1.717809
dtype: float64, 12635: const     0.045005
vwretd    1.544922
dtype: float64, 12636: const     0.021879
vwretd    1.356979
dtype: float64, 12637: const    -0.086724
vwretd    1.830386
dtype: float64, 12638: const    -0.002674
vwretd    0.291127
dtype: float64, 12639: const     0.003459
vwretd    1.133434
dtype: float64, 12640: const    -0.019887
vwretd    1.564468
dtype: float64, 12641: const    -0.007005
vwretd    1.748236
dtype: float64, 12642: const    -0.077059
vwretd    3.653662
dtype: float64, 12643: const     0.004768
vwretd    1.460585
dtype: float64, 12644: const    -0.002647
vwretd    1.546213
dtype: float64, 12645: const     0.031742
vwretd    0.964323
dtype: float64, 12646: const    -0.005272
vwretd    0.987552
dtype: float64, 12647: const    -0.004872
vwretd    1.110418
dtype: float64, 12648: const    -0.008148
vwretd    1.149817
dtype: float64, 12649: const    -0.007796
vwretd    1.138974
dtype: float64, 12650: const     0.003864
vwretd    1.537051
dtype: float64, 12651: const    -0.001675
vwretd    0.705431
dtype: float64, 12652: const    -0.003808
vwretd    0.688881
dtype: float64, 12653: const    -0.008836
vwretd    0.944100
dtype: float64, 12654: const    -0.005157
vwretd    0.966663
dtype: float64, 12655: const    -0.005841
vwretd    0.957039
dtype: float64, 12656: const    -0.001112
vwretd    1.117518
dtype: float64, 12657: const    -0.002964
vwretd    1.262914
dtype: float64, 12658: const    -0.001728
vwretd    1.193053
dtype: float64, 12659: const    -0.003659
vwretd    1.358244
dtype: float64, 12660: const    -0.036622
vwretd    1.993421
dtype: float64, 12661: const    -0.018037
vwretd    1.706941
dtype: float64, 12662: const    -0.005651
vwretd    0.864934
dtype: float64, 12663: const    -0.094846
vwretd    3.153251
dtype: float64, 12664: const    -0.006371
vwretd    1.238049
dtype: float64, 12665: const    -0.016794
vwretd    1.377077
dtype: float64, 12666: const     0.000698
vwretd    0.100256
dtype: float64, 12667: const    -0.014055
vwretd    1.194025
dtype: float64, 12668: const     0.011994
vwretd    0.870909
dtype: float64, 12669: const     0.001832
vwretd    1.110700
dtype: float64, 12670: const    -0.025621
vwretd    1.135537
dtype: float64, 12671: const    -0.006263
vwretd    0.221556
dtype: float64, 12672: const    -0.001297
vwretd    0.015884
dtype: float64, 12673: const    -0.002024
vwretd    0.787641
dtype: float64, 12674: const     0.008991
vwretd   -0.061093
dtype: float64, 12675: const     0.000066
vwretd    0.204867
dtype: float64, 12676: const     0.001718
vwretd    0.166308
dtype: float64, 12677: const    -0.029049
vwretd    1.794963
dtype: float64, 12678: const    -0.017622
vwretd    0.959770
dtype: float64, 12679: const    -0.026239
vwretd    0.925158
dtype: float64, 12680: const    -0.008300
vwretd    1.234208
dtype: float64, 12681: const     0.005558
vwretd    0.997322
dtype: float64, 12682: const     0.025317
vwretd    0.607962
dtype: float64, 12683: const    -0.000528
vwretd    1.164046
dtype: float64, 12684: const    -0.010623
vwretd    1.338065
dtype: float64, 12685: const    -0.005213
vwretd    1.851680
dtype: float64, 12686: const     0.032644
vwretd    1.159893
dtype: float64, 12687: const    -0.055040
vwretd    0.795204
dtype: float64, 12688: const     0.011382
vwretd    0.521990
dtype: float64, 12689: const    -0.017912
vwretd    1.121670
dtype: float64, 12690: const    -0.008016
vwretd    1.524579
dtype: float64, 12691: const     0.014522
vwretd    2.576075
dtype: float64, 12692: const    -0.223670
vwretd   -2.056062
dtype: float64, 12693: const    -0.002305
vwretd    1.449743
dtype: float64, 12694: const    -0.019420
vwretd    1.020942
dtype: float64, 12695: const    -0.009632
vwretd    1.358035
dtype: float64, 12696: const    -0.001347
vwretd    0.984790
dtype: float64, 12697: const    -0.024455
vwretd    1.616796
dtype: float64, 12698: const    -0.025288
vwretd    2.512909
dtype: float64, 12699: const     0.005055
vwretd    0.393919
dtype: float64, 12700: const    -0.057482
vwretd    3.347133
dtype: float64, 12706: const     0.001458
vwretd    1.299615
dtype: float64, 12707: const    -0.110133
vwretd    3.338540
dtype: float64, 12714: const    -0.111633
vwretd    5.931025
dtype: float64, 12715: const    -0.018078
vwretd    1.197768
dtype: float64, 12717: const    -0.001627
vwretd    1.290817
dtype: float64, 12718: const     0.018645
vwretd    1.149824
dtype: float64, 12719: const    -0.013741
vwretd    2.305412
dtype: float64, 12720: const    -0.012357
vwretd    1.119632
dtype: float64, 12722: const     0.009487
vwretd    1.320199
dtype: float64, 12723: const     0.004598
vwretd    1.090563
dtype: float64, 12725: const     0.042765
vwretd   -4.404088
dtype: float64, 12726: const    -0.049217
vwretd    4.222442
dtype: float64, 12727: const     0.011718
vwretd   -3.168422
dtype: float64, 12728: const    -0.044933
vwretd    3.526914
dtype: float64, 12729: const    -0.001726
vwretd    1.039897
dtype: float64, 12730: const     0.002211
vwretd    0.884919
dtype: float64, 12732: const    -0.013130
vwretd    1.038607
dtype: float64, 12734: const    -0.022349
vwretd    1.715301
dtype: float64, 12738: const    -0.020485
vwretd    1.645479
dtype: float64, 12739: const    -0.005157
vwretd    0.538157
dtype: float64, 12740: const    -0.002473
vwretd    0.340090
dtype: float64, 12741: const    -0.000586
vwretd    0.764178
dtype: float64, 12742: const     0.010397
vwretd    1.559647
dtype: float64, 12743: const    -0.205220
vwretd    3.991637
dtype: float64, 12744: const    -0.001460
vwretd    0.359183
dtype: float64, 12745: const    -0.013358
vwretd    1.640922
dtype: float64, 12746: const    -0.035742
vwretd    2.166045
dtype: float64, 12747: const     0.000745
vwretd    1.003155
dtype: float64, 12748: const    -0.001516
vwretd    0.593158
dtype: float64, 12749: const    -0.001216
vwretd    0.952097
dtype: float64, 12750: const     0.032032
vwretd    1.349343
dtype: float64, 12751: const    -0.007410
vwretd    1.292788
dtype: float64, 12752: const    -0.002418
vwretd    0.913892
dtype: float64, 12753: const     0.003108
vwretd    0.657752
dtype: float64, 12754: const    -0.002297
vwretd    1.495289
dtype: float64, 12755: const    -0.120860
vwretd    3.992641
dtype: float64, 12756: const    -0.011166
vwretd    1.651758
dtype: float64, 12757: const    -0.000632
vwretd    0.718649
dtype: float64, 12758: const     0.010192
vwretd    0.916756
dtype: float64, 12759: const     0.028767
vwretd    1.270909
dtype: float64, 12760: const    -0.047276
vwretd    0.932345
dtype: float64, 12761: const     0.001685
vwretd    1.046750
dtype: float64, 12762: const    -0.013578
vwretd    1.569994
dtype: float64, 12763: const     0.000869
vwretd    0.887521
dtype: float64, 12764: const    -0.011704
vwretd    1.602053
dtype: float64, 12765: const     0.014654
vwretd    1.242768
dtype: float64, 12766: const     0.001970
vwretd    0.968552
dtype: float64, 12767: const     0.002159
vwretd    0.780701
dtype: float64, 12768: const     0.005540
vwretd    0.717776
dtype: float64, 12769: const    -0.002463
vwretd    1.295788
dtype: float64, 12770: const     0.005797
vwretd    0.466926
dtype: float64, 12771: const    -0.003847
vwretd    1.276209
dtype: float64, 12772: const     0.010451
vwretd    0.429763
dtype: float64, 12773: const     0.002300
vwretd    0.130796
dtype: float64, 12774: const    -0.077053
vwretd    0.972098
dtype: float64, 12775: const    -0.001315
vwretd    1.061467
dtype: float64, 12776: const     0.001224
vwretd    0.884990
dtype: float64, 12777: const    -0.001898
vwretd    1.072651
dtype: float64, 12778: const    -0.000193
vwretd    0.883195
dtype: float64, 12779: const     0.000437
vwretd    1.048095
dtype: float64, 12780: const    -0.000615
vwretd    1.108107
dtype: float64, 12781: const     0.002024
vwretd    0.636129
dtype: float64, 12782: const     0.001659
vwretd    0.874865
dtype: float64, 12783: const    -0.005785
vwretd    1.249989
dtype: float64, 12784: const    -0.060352
vwretd   -0.487902
dtype: float64, 12785: const    -0.010079
vwretd    1.486984
dtype: float64, 12786: const     0.001948
vwretd    1.424283
dtype: float64, 12787: const     0.011247
vwretd    1.761980
dtype: float64, 12788: const    -0.013641
vwretd    2.591248
dtype: float64, 12789: const    -0.006313
vwretd    1.802681
dtype: float64, 12791: const     0.001705
vwretd    0.956016
dtype: float64, 12792: const    -0.031353
vwretd    1.256990
dtype: float64, 12793: const    -0.084497
vwretd    6.012376
dtype: float64, 12794: const     0.005817
vwretd   -0.024044
dtype: float64, 12795: const    -0.019686
vwretd    1.872552
dtype: float64, 12796: const    -0.001168
vwretd    1.097290
dtype: float64, 12797: const    -0.051536
vwretd    1.421308
dtype: float64, 12798: const    -0.003045
vwretd    1.338663
dtype: float64, 12799: const    -0.007488
vwretd    1.783152
dtype: float64, 12802: const     0.001093
vwretd    1.201651
dtype: float64, 12803: const     0.021144
vwretd    0.680786
dtype: float64, 12810: const    -0.010296
vwretd    1.886581
dtype: float64, 12811: const    -0.007423
vwretd    0.580246
dtype: float64, 12826: const    -0.004482
vwretd    1.238635
dtype: float64, 12827: const    -0.007422
vwretd    0.458875
dtype: float64, 12828: const    -0.014095
vwretd    1.598552
dtype: float64, 12829: const     0.004242
vwretd    0.865352
dtype: float64, 12831: const    -0.003224
vwretd    0.700817
dtype: float64, 12832: const    -0.000229
vwretd    0.194624
dtype: float64, 12833: const    -0.004625
vwretd    1.031900
dtype: float64, 12834: const    -0.001798
vwretd    1.169230
dtype: float64, 12835: const    -0.021158
vwretd    2.069616
dtype: float64, 12836: const    -0.020835
vwretd    1.584835
dtype: float64, 12837: const     0.003123
vwretd    0.650151
dtype: float64, 12838: const    -0.183105
vwretd    4.760061
dtype: float64, 12839: const    -0.012251
vwretd    2.235010
dtype: float64, 12840: const    -0.019205
vwretd    1.272450
dtype: float64, 12841: const    -0.001791
vwretd    0.604703
dtype: float64, 12842: const     0.000997
vwretd    0.732505
dtype: float64, 12843: const    -0.009128
vwretd    0.849414
dtype: float64, 12844: const    -0.002817
vwretd    0.901550
dtype: float64, 12845: const     0.003572
vwretd    0.660937
dtype: float64, 12846: const    -0.034014
vwretd    1.287072
dtype: float64, 12847: const     0.002812
vwretd    0.722320
dtype: float64, 12848: const    -0.019826
vwretd    3.416759
dtype: float64, 12849: const     0.019675
vwretd   -3.543821
dtype: float64, 12850: const    -0.002332
vwretd   -0.977678
dtype: float64, 12851: const    -0.019133
vwretd   -1.820738
dtype: float64, 12852: const     0.009425
vwretd    2.363172
dtype: float64, 12853: const     0.028874
vwretd    0.159689
dtype: float64, 12854: const    -0.007864
vwretd    0.805555
dtype: float64, 12855: const    -0.032956
vwretd    1.322640
dtype: float64, 12856: const    -0.012246
vwretd    1.357223
dtype: float64, 12857: const    -0.007614
vwretd    1.232766
dtype: float64, 12858: const     0.000824
vwretd    1.149283
dtype: float64, 12859: const    -0.011626
vwretd    1.494017
dtype: float64, 12860: const    -0.011233
vwretd    1.816614
dtype: float64, 12861: const    -0.000334
vwretd    1.234898
dtype: float64, 12862: const     0.079485
vwretd    1.522384
dtype: float64, 12863: const    -0.020452
vwretd    1.359614
dtype: float64, 12864: const    -0.014389
vwretd    1.318833
dtype: float64, 12865: const    -0.033901
vwretd    1.421925
dtype: float64, 12867: const    -0.009418
vwretd    1.089671
dtype: float64, 12868: const    -0.003922
vwretd    1.089515
dtype: float64, 12870: const     0.000645
vwretd    0.062686
dtype: float64, 12871: const    -0.007736
vwretd    1.343650
dtype: float64, 12872: const     0.007359
vwretd    1.666996
dtype: float64, 12873: const     0.006340
vwretd    0.388159
dtype: float64, 12874: const     0.000013
vwretd    0.356549
dtype: float64, 12875: const     0.002556
vwretd    1.075755
dtype: float64, 12876: const     0.000378
vwretd    1.020956
dtype: float64, 12877: const    -0.013694
vwretd    1.973304
dtype: float64, 12878: const     0.002432
vwretd    0.195915
dtype: float64, 12879: const     0.032953
vwretd    0.836705
dtype: float64, 12880: const    -0.012584
vwretd    1.231130
dtype: float64, 12881: const    -0.010378
vwretd    0.979681
dtype: float64, 12882: const     0.001546
vwretd    1.109795
dtype: float64, 12883: const    -0.081781
vwretd   -0.249680
dtype: float64, 12884: const     0.006501
vwretd    0.559942
dtype: float64, 12885: const     0.001486
vwretd    1.442299
dtype: float64, 12886: const     0.002229
vwretd    0.648139
dtype: float64, 12887: const    -0.120281
vwretd    1.664536
dtype: float64, 12888: const    -0.003750
vwretd    1.380661
dtype: float64, 12889: const    -0.107666
vwretd    0.672779
dtype: float64, 12890: const    -0.049429
vwretd    1.253278
dtype: float64, 12891: const    -0.008612
vwretd    0.595300
dtype: float64, 12892: const    -0.009153
vwretd    1.476562
dtype: float64, 12893: const     0.001399
vwretd    0.715181
dtype: float64, 12894: const    -0.063600
vwretd    3.490747
dtype: float64, 12895: const    -0.003156
vwretd    1.036289
dtype: float64, 12896: const     0.003197
vwretd    0.866501
dtype: float64, 12897: const    -0.065551
vwretd    1.116266
dtype: float64, 12898: const    -0.013228
vwretd    1.717578
dtype: float64, 12899: const    -0.000172
vwretd    0.284873
dtype: float64, 12900: const     0.026407
vwretd    0.828036
dtype: float64, 12901: const    -0.001078
vwretd    0.846982
dtype: float64, 12902: const    -0.001760
vwretd    0.354846
dtype: float64, 12903: const    -0.090557
vwretd    3.487136
dtype: float64, 12904: const     0.000154
vwretd    0.088926
dtype: float64, 12905: const    -0.004560
vwretd    1.285611
dtype: float64, 12906: const    -0.005358
vwretd    1.923877
dtype: float64, 12907: const    -0.033761
vwretd    4.196822
dtype: float64, 12908: const    -0.005165
vwretd    0.644838
dtype: float64, 12909: const     0.000339
vwretd    1.226224
dtype: float64, 12910: const    -0.019746
vwretd    0.336066
dtype: float64, 12911: const    -0.001873
vwretd    0.247035
dtype: float64, 12912: const    -0.033679
vwretd    1.665313
dtype: float64, 12913: const    -0.000786
vwretd    1.715441
dtype: float64, 12914: const     0.008802
vwretd    0.715969
dtype: float64, 12915: const    -0.030922
vwretd    1.911954
dtype: float64, 12916: const     0.00072
vwretd    1.05178
dtype: float64, 12917: const    -0.005675
vwretd    1.690949
dtype: float64, 12918: const     0.006205
vwretd    0.852848
dtype: float64, 12919: const     0.028441
vwretd    1.290759
dtype: float64, 12920: const     0.000396
vwretd    0.522780
dtype: float64, 12921: const     0.018519
vwretd   -0.322541
dtype: float64, 12922: const    -0.015530
vwretd    1.294348
dtype: float64, 12923: const    -0.000091
vwretd    1.099514
dtype: float64, 12924: const    -0.019200
vwretd    1.029723
dtype: float64, 12925: const     0.005685
vwretd    1.842380
dtype: float64, 12926: const     0.019528
vwretd    0.805094
dtype: float64, 12927: const     0.004932
vwretd    1.628494
dtype: float64, 12928: const    -0.040095
vwretd    1.057810
dtype: float64, 12933: const     0.003202
vwretd    1.193367
dtype: float64, 12934: const    -0.001889
vwretd    0.661990
dtype: float64, 12941: const    -0.000966
vwretd    1.280872
dtype: float64, 12942: const    -0.028778
vwretd    0.666532
dtype: float64, 12946: const    -0.006895
vwretd    1.289375
dtype: float64, 12947: const    -0.008549
vwretd    0.774789
dtype: float64, 12948: const     0.003327
vwretd    0.706972
dtype: float64, 12949: const    -0.004838
vwretd    0.883240
dtype: float64, 12950: const    -0.002085
vwretd    0.946049
dtype: float64, 12951: const    -0.002003
vwretd    0.925200
dtype: float64, 12952: const     0.019749
vwretd   -0.205079
dtype: float64, 12953: const    -0.006212
vwretd    1.279535
dtype: float64, 12954: const    -0.014567
vwretd   -0.177752
dtype: float64, 12955: const     0.000562
vwretd    1.223229
dtype: float64, 12956: const    -0.000033
vwretd    1.167487
dtype: float64, 12957: const    -0.029366
vwretd    1.248992
dtype: float64, 12959: const     0.022006
vwretd   -3.370349
dtype: float64, 12960: const     0.009811
vwretd    0.845608
dtype: float64, 12961: const     0.007673
vwretd   -0.430579
dtype: float64, 12962: const     0.021144
vwretd    1.944652
dtype: float64, 12963: const    -0.069182
vwretd    2.359950
dtype: float64, 12964: const     0.000015
vwretd    0.172267
dtype: float64, 12965: const     0.00711
vwretd    0.32846
dtype: float64, 12966: const    -0.034432
vwretd   -0.159059
dtype: float64, 12967: const     0.028424
vwretd    0.458561
dtype: float64, 12968: const    -0.018428
vwretd    0.802909
dtype: float64, 12969: const     0.004052
vwretd    1.131750
dtype: float64, 12970: const     0.156190
vwretd    2.311088
dtype: float64, 12971: const     0.036185
vwretd   -2.306570
dtype: float64, 12972: const    -0.013261
vwretd    1.137088
dtype: float64, 12973: const     0.003764
vwretd    0.024323
dtype: float64, 12974: const    -0.003614
vwretd    1.154540
dtype: float64, 12975: const    -0.000269
vwretd    1.083433
dtype: float64, 12976: const     0.002390
vwretd    1.208487
dtype: float64, 12977: const     0.051761
vwretd    0.591689
dtype: float64, 12978: const    -0.003420
vwretd    0.979538
dtype: float64, 12979: const     0.000262
vwretd    0.092357
dtype: float64, 12980: const     0.000167
vwretd    0.123957
dtype: float64, 12981: const    -0.000779
vwretd    1.462273
dtype: float64, 12982: const     0.000642
vwretd    1.119076
dtype: float64, 12983: const     0.005538
vwretd   -0.441181
dtype: float64, 12984: const    -0.000308
vwretd    1.501075
dtype: float64, 12986: const    -0.006974
vwretd    0.305193
dtype: float64, 12987: const     0.011087
vwretd    0.390765
dtype: float64, 12988: const    -0.006060
vwretd    0.246405
dtype: float64, 12989: const    -0.010499
vwretd   -0.074386
dtype: float64, 12990: const    -0.012885
vwretd    0.590615
dtype: float64, 12991: const     0.006095
vwretd   -0.577380
dtype: float64, 12992: const    -0.010258
vwretd    1.766916
dtype: float64, 12993: const     0.013347
vwretd    0.730299
dtype: float64, 12994: const     0.008970
vwretd    0.540141
dtype: float64, 12995: const    -0.000021
vwretd    0.212953
dtype: float64, 12996: const     0.000196
vwretd    0.151038
dtype: float64, 12997: const     0.000721
vwretd    1.026443
dtype: float64, 12998: const     0.001251
vwretd    1.150592
dtype: float64, 12999: const     0.002591
vwretd    1.103214
dtype: float64, 13000: const    -0.008996
vwretd    0.409605
dtype: float64, 13001: const    -0.005122
vwretd    0.011349
dtype: float64, 13002: const     0.000787
vwretd    0.184480
dtype: float64, 13003: const    -0.004544
vwretd    1.033611
dtype: float64, 13004: const    -0.003587
vwretd    3.166983
dtype: float64, 13005: const    -0.027882
vwretd    0.322383
dtype: float64, 13006: const     0.003016
vwretd    0.766333
dtype: float64, 13007: const     0.002183
vwretd    0.637775
dtype: float64, 13008: const     0.015104
vwretd    0.876602
dtype: float64, 13009: const     0.015985
vwretd    0.910343
dtype: float64, 13012: const     0.000798
vwretd    1.206770
dtype: float64, 13013: const    -0.052240
vwretd    1.596182
dtype: float64, 13014: const     0.008382
vwretd    0.303522
dtype: float64, 13015: const     0.006073
vwretd    0.467033
dtype: float64, 13016: const     0.000049
vwretd    0.990761
dtype: float64, 13017: const    -0.002719
vwretd    0.132181
dtype: float64, 13018: const     0.016992
vwretd    1.098812
dtype: float64, 13019: const     0.008200
vwretd    0.809666
dtype: float64, 13021: const    -0.105322
vwretd   -0.430156
dtype: float64, 13022: const    -0.002596
vwretd    0.858948
dtype: float64, 13023: const    -0.004522
vwretd    0.382034
dtype: float64, 13024: const     0.001063
vwretd    0.610713
dtype: float64, 13025: const    -0.003439
vwretd    0.605762
dtype: float64, 13026: const    -0.001132
vwretd    0.604927
dtype: float64, 13027: const     0.002833
vwretd    0.720073
dtype: float64, 13028: const     0.003954
vwretd   -0.055928
dtype: float64, 13029: const    -0.000188
vwretd    2.460065
dtype: float64, 13030: const    -0.027614
vwretd   -5.711084
dtype: float64, 13031: const     0.017518
vwretd   -1.235439
dtype: float64, 13032: const    -0.020093
vwretd    0.899069
dtype: float64, 13033: const     0.003123
vwretd    0.875690
dtype: float64, 13034: const    -0.012947
vwretd    1.910551
dtype: float64, 13035: const     0.004455
vwretd    1.091036
dtype: float64, 13036: const     0.016672
vwretd    0.302001
dtype: float64, 13037: const     0.005735
vwretd    0.785589
dtype: float64, 13038: const    -0.043662
vwretd    2.005518
dtype: float64, 13039: const     0.010076
vwretd    0.669382
dtype: float64, 13040: const     0.004936
vwretd    1.054999
dtype: float64, 13041: const     0.008899
vwretd    0.546310
dtype: float64, 13042: const     0.000459
vwretd    1.111533
dtype: float64, 13043: const    -0.007249
vwretd    1.216146
dtype: float64, 13044: const    -0.005630
vwretd    1.061071
dtype: float64, 13045: const    -0.007917
vwretd    1.308616
dtype: float64, 13046: const     0.014850
vwretd    1.295298
dtype: float64, 13047: const     0.005358
vwretd    1.106110
dtype: float64, 13048: const    -0.026011
vwretd    1.692349
dtype: float64, 13049: const     0.034118
vwretd    1.353972
dtype: float64, 13055: const    -0.000226
vwretd    1.472915
dtype: float64, 13056: const    -0.001524
vwretd    1.194803
dtype: float64, 13063: const     0.000512
vwretd    1.474883
dtype: float64, 13064: const    -0.006429
vwretd    0.764204
dtype: float64, 13071: const     0.00519
vwretd    0.76672
dtype: float64, 13072: const     0.036262
vwretd    1.480370
dtype: float64, 13076: const     0.000064
vwretd    0.812336
dtype: float64, 13077: const    -0.022253
vwretd    1.033825
dtype: float64, 13078: const    -0.458491
vwretd    5.263845
dtype: float64, 13079: const    -0.001309
vwretd    1.170647
dtype: float64, 13080: const     0.009514
vwretd    1.264777
dtype: float64, 13081: const    -0.010721
vwretd    2.314612
dtype: float64, 13082: const    -0.010596
vwretd    0.975579
dtype: float64, 13083: const    -0.027797
vwretd    1.626203
dtype: float64, 13084: const    -0.001845
vwretd    1.918692
dtype: float64, 13085: const     0.000573
vwretd    1.910276
dtype: float64, 13086: const    -0.006880
vwretd    0.538846
dtype: float64, 13087: const    -0.006076
vwretd    0.357226
dtype: float64, 13088: const    -0.001075
vwretd    0.380244
dtype: float64, 13089: const    -0.001053
vwretd    1.144889
dtype: float64, 13090: const     0.002603
vwretd    1.228566
dtype: float64, 13091: const     0.000204
vwretd    1.378949
dtype: float64, 13092: const    -0.001472
vwretd    1.221959
dtype: float64, 13093: const    -0.017721
vwretd    1.647397
dtype: float64, 13094: const    -0.012690
vwretd    1.770314
dtype: float64, 13095: const     0.014049
vwretd    0.715778
dtype: float64, 13096: const    -0.001402
vwretd    1.220323
dtype: float64, 13097: const    -0.014354
vwretd    1.085520
dtype: float64, 13098: const     0.012672
vwretd    1.153155
dtype: float64, 13099: const    -0.060448
vwretd    0.670195
dtype: float64, 13100: const     0.001974
vwretd    1.065790
dtype: float64, 13101: const    -0.028572
vwretd    1.190204
dtype: float64, 13102: const    -0.005217
vwretd    0.666227
dtype: float64, 13103: const    -0.001848
vwretd    1.894755
dtype: float64, 13104: const    -0.088957
vwretd    2.937902
dtype: float64, 13105: const     0.006305
vwretd    1.271037
dtype: float64, 13106: const     0.005119
vwretd    1.380229
dtype: float64, 13107: const     0.019901
vwretd    0.685495
dtype: float64, 13108: const    -0.022830
vwretd    1.822052
dtype: float64, 13109: const    -0.020604
vwretd    0.795924
dtype: float64, 13110: const     0.020365
vwretd    0.645403
dtype: float64, 13111: const    -0.012054
vwretd    1.239155
dtype: float64, 13112: const     0.001559
vwretd    1.367940
dtype: float64, 13113: const    -0.038712
vwretd    1.694236
dtype: float64, 13114: const    -0.000119
vwretd    0.962621
dtype: float64, 13115: const    -0.220130
vwretd    3.521461
dtype: float64, 13116: const    -0.011856
vwretd    1.921369
dtype: float64, 13117: const    -0.001897
vwretd    1.050110
dtype: float64, 13118: const    -0.003274
vwretd    1.314680
dtype: float64, 13119: const     0.002189
vwretd    1.400659
dtype: float64, 13120: const    -0.024139
vwretd    0.760555
dtype: float64, 13121: const    -0.020125
vwretd    1.584846
dtype: float64, 13122: const    -0.007965
vwretd    1.252670
dtype: float64, 13123: const    -0.034966
vwretd    1.562403
dtype: float64, 13124: const    -0.015874
vwretd    3.059072
dtype: float64, 13125: const     0.001891
vwretd    0.980008
dtype: float64, 13126: const     0.002652
vwretd    0.972131
dtype: float64, 13127: const     0.004803
vwretd    1.151024
dtype: float64, 13128: const    -0.006712
vwretd    2.037553
dtype: float64, 13129: const    -0.015900
vwretd    1.935118
dtype: float64, 13130: const     0.000832
vwretd    0.768296
dtype: float64, 13131: const     0.004020
vwretd    0.889667
dtype: float64, 13132: const     0.005939
vwretd    1.261894
dtype: float64, 13133: const    -0.010322
vwretd    2.648505
dtype: float64, 13134: const     0.003197
vwretd    0.867738
dtype: float64, 13135: const     0.004213
vwretd    0.645257
dtype: float64, 13136: const    -0.048997
vwretd    0.956469
dtype: float64, 13137: const     0.000487
vwretd    0.008804
dtype: float64, 13138: const     0.000586
vwretd    0.062804
dtype: float64, 13139: const    -0.053961
vwretd    2.638125
dtype: float64, 13140: const    -0.049714
vwretd    2.602821
dtype: float64, 13141: const    -0.024471
vwretd    3.230941
dtype: float64, 13142: const    -0.004665
vwretd    1.867739
dtype: float64, 13143: const     0.004206
vwretd    1.207957
dtype: float64, 13144: const     0.013063
vwretd    0.769526
dtype: float64, 13145: const    -0.009828
vwretd    1.198651
dtype: float64, 13151: const     0.003575
vwretd    1.700055
dtype: float64, 13152: const     0.000668
vwretd    0.719296
dtype: float64, 13159: const    -0.006845
vwretd    1.797072
dtype: float64, 13160: const    -0.024348
vwretd    0.732363
dtype: float64, 13161: const    -0.018509
vwretd    0.698784
dtype: float64, 13162: const    -0.03620
vwretd    1.50825
dtype: float64, 13163: const    -0.063861
vwretd    1.751885
dtype: float64, 13165: const    -0.045933
vwretd    2.995306
dtype: float64, 13166: const     0.005943
vwretd    0.964926
dtype: float64, 13167: const    -0.049145
vwretd    4.574166
dtype: float64, 13168: const    -0.011710
vwretd    1.517361
dtype: float64, 13169: const     0.007269
vwretd    0.296396
dtype: float64, 13170: const    -0.014053
vwretd    0.969497
dtype: float64, 13171: const    -0.001267
vwretd   -0.062194
dtype: float64, 13172: const    -0.008331
vwretd    1.063476
dtype: float64, 13173: const     0.004691
vwretd    0.433178
dtype: float64, 13174: const    -0.000972
vwretd    0.824866
dtype: float64, 13175: const    -0.003694
vwretd    1.000487
dtype: float64, 13176: const     0.000143
vwretd    0.308599
dtype: float64, 13177: const     0.006468
vwretd    0.134251
dtype: float64, 13178: const     0.002453
vwretd    1.171089
dtype: float64, 13179: const    -0.043771
vwretd   -0.005491
dtype: float64, 13180: const    -0.000087
vwretd    0.980215
dtype: float64, 13181: const    -0.00133
vwretd    1.23672
dtype: float64, 13182: const    -0.000788
vwretd    0.957055
dtype: float64, 13183: const    -0.005996
vwretd    0.562238
dtype: float64, 13184: const    -0.002947
vwretd    0.783857
dtype: float64, 13185: const    -0.029944
vwretd    1.239267
dtype: float64, 13186: const     0.018702
vwretd    0.838366
dtype: float64, 13187: const    -0.014884
vwretd    1.337911
dtype: float64, 13188: const     0.009633
vwretd    0.548084
dtype: float64, 13189: const    -0.004014
vwretd    0.646950
dtype: float64, 13190: const    -0.002791
vwretd    0.650538
dtype: float64, 13191: const     0.006625
vwretd    0.684771
dtype: float64, 13192: const     0.007260
vwretd   -0.229734
dtype: float64, 13193: const    -0.003421
vwretd    0.424204
dtype: float64, 13194: const     0.023389
vwretd    1.561799
dtype: float64, 13195: const    -0.000981
vwretd    0.191360
dtype: float64, 13196: const     0.006566
vwretd    0.951095
dtype: float64, 13197: const     0.003144
vwretd    0.404603
dtype: float64, 13198: const     0.004300
vwretd    0.776993
dtype: float64, 13199: const    -0.013563
vwretd    0.889061
dtype: float64, 13200: const    -0.018511
vwretd    1.312618
dtype: float64, 13201: const     0.023495
vwretd    1.024277
dtype: float64, 13202: const    -0.010898
vwretd    1.153789
dtype: float64, 13203: const     0.002851
vwretd    0.893356
dtype: float64, 13204: const    -0.062969
vwretd    1.302299
dtype: float64, 13206: const    -0.002907
vwretd    0.685215
dtype: float64, 13207: const    -0.000378
vwretd    1.929469
dtype: float64, 13208: const    -0.004153
vwretd    1.703532
dtype: float64, 13209: const    -0.040049
vwretd    2.122208
dtype: float64, 13210: const     0.018267
vwretd    1.425312
dtype: float64, 13211: const    -0.005355
vwretd    1.103372
dtype: float64, 13212: const    -0.013748
vwretd    1.324714
dtype: float64, 13213: const    -0.006718
vwretd    1.188874
dtype: float64, 13214: const    -0.006088
vwretd    1.163013
dtype: float64, 13215: const     0.001288
vwretd    1.777350
dtype: float64, 13216: const     0.008529
vwretd    0.632585
dtype: float64, 13217: const    -0.000382
vwretd    0.865371
dtype: float64, 13218: const    -0.001991
vwretd    0.783735
dtype: float64, 13219: const    -0.000148
vwretd    0.756963
dtype: float64, 13220: const    -0.001443
vwretd    0.966330
dtype: float64, 13221: const    -0.003453
vwretd    0.993396
dtype: float64, 13223: const     0.034214
vwretd   -0.019908
dtype: float64, 13224: const     0.024094
vwretd    1.815195
dtype: float64, 13225: const    -0.195709
vwretd    5.456590
dtype: float64, 13226: const    -0.00048
vwretd    0.16167
dtype: float64, 13227: const     0.037488
vwretd   -0.148717
dtype: float64, 13228: const    -0.005813
vwretd    0.863318
dtype: float64, 13229: const    -0.007657
vwretd    0.809967
dtype: float64, 13230: const    -0.006200
vwretd    0.910656
dtype: float64, 13231: const    -0.034555
vwretd    0.504096
dtype: float64, 13232: const    -0.009130
vwretd    1.629969
dtype: float64, 13233: const    -0.003042
vwretd    0.533302
dtype: float64, 13234: const    -0.005004
vwretd    1.139462
dtype: float64, 13235: const    -0.001518
vwretd    0.895811
dtype: float64, 13236: const    -0.004249
vwretd    1.243017
dtype: float64, 13237: const     0.004627
vwretd   -0.229041
dtype: float64, 13238: const    -0.000678
vwretd    0.147536
dtype: float64, 13239: const     0.002794
vwretd    0.002318
dtype: float64, 13240: const     0.000463
vwretd   -0.005475
dtype: float64, 13241: const    -0.000179
vwretd    0.160515
dtype: float64, 13242: const     0.000753
vwretd    0.046764
dtype: float64, 13243: const    -0.020965
vwretd    2.077589
dtype: float64, 13244: const     0.006732
vwretd    3.122918
dtype: float64, 13245: const    -0.006707
vwretd    0.894032
dtype: float64, 13246: const    -0.002156
vwretd    0.929216
dtype: float64, 13247: const     0.013374
vwretd   -0.426471
dtype: float64, 13248: const    -0.018091
vwretd    0.566225
dtype: float64, 13249: const    -0.005514
vwretd    1.193435
dtype: float64, 13250: const    -0.012304
vwretd    1.079464
dtype: float64, 13251: const    -0.009274
vwretd    1.116640
dtype: float64, 13252: const    -0.000586
vwretd    0.910589
dtype: float64, 13253: const    -0.002218
vwretd    2.760082
dtype: float64, 13254: const    -0.003525
vwretd    0.699058
dtype: float64, 13255: const     0.011983
vwretd    1.236052
dtype: float64, 13256: const    -0.001009
vwretd    0.800664
dtype: float64, 13257: const    -0.002690
vwretd    0.646178
dtype: float64, 13258: const     0.017342
vwretd    1.627125
dtype: float64, 13259: const     0.020877
vwretd    0.313484
dtype: float64, 13260: const    -0.005988
vwretd    0.952633
dtype: float64, 13261: const    -0.017403
vwretd    0.796903
dtype: float64, 13262: const     0.042749
vwretd    1.316994
dtype: float64, 13263: const    -0.054877
vwretd    3.743758
dtype: float64, 13264: const    -0.076293
vwretd    1.224286
dtype: float64, 13265: const    -0.010189
vwretd    1.162794
dtype: float64, 13266: const    -0.000202
vwretd    1.568613
dtype: float64, 13267: const     0.003072
vwretd    1.952025
dtype: float64, 13268: const    -0.002448
vwretd    0.743973
dtype: float64, 13269: const    -0.008261
vwretd    0.888244
dtype: float64, 13270: const    -0.010068
vwretd    0.932383
dtype: float64, 13271: const    -0.022449
vwretd    1.192521
dtype: float64, 13272: const    -0.011351
vwretd    0.804186
dtype: float64, 13273: const    -0.000242
vwretd    0.056530
dtype: float64, 13274: const    -0.000778
vwretd    1.524473
dtype: float64, 13275: const     0.017465
vwretd    0.672383
dtype: float64, 13277: const    -0.019992
vwretd    2.743043
dtype: float64, 13278: const    -0.000222
vwretd    0.840351
dtype: float64, 13279: const    -0.090547
vwretd    0.945452
dtype: float64, 13280: const    -0.005765
vwretd    0.741049
dtype: float64, 13281: const    -0.065592
vwretd    0.842240
dtype: float64, 13282: const     0.006273
vwretd    1.974686
dtype: float64, 13283: const     0.020952
vwretd    0.920005
dtype: float64, 13284: const    -0.000112
vwretd    1.058880
dtype: float64, 13285: const     0.018946
vwretd   -0.765450
dtype: float64, 13286: const    -0.003522
vwretd    1.120395
dtype: float64, 13287: const     0.001663
vwretd    0.036526
dtype: float64, 13288: const     0.001406
vwretd    0.023847
dtype: float64, 13289: const     0.001051
vwretd    0.038264
dtype: float64, 13290: const     0.003102
vwretd    1.253452
dtype: float64, 13291: const     0.005726
vwretd    1.175612
dtype: float64, 13292: const     0.011455
vwretd    2.084605
dtype: float64, 13293: const     0.001942
vwretd    1.066621
dtype: float64, 13294: const     0.070886
vwretd   -1.495559
dtype: float64, 13295: const    -0.035468
vwretd    1.264184
dtype: float64, 13296: const    -0.005091
vwretd    0.691771
dtype: float64, 13297: const    -0.023073
vwretd    1.598459
dtype: float64, 13298: const    -0.045779
vwretd    0.691970
dtype: float64, 13299: const    -0.016859
vwretd    1.339027
dtype: float64, 13300: const     0.000062
vwretd    0.132441
dtype: float64, 13301: const    -0.005611
vwretd    0.184858
dtype: float64, 13302: const    -0.000912
vwretd    1.457972
dtype: float64, 13303: const     0.003183
vwretd    1.079353
dtype: float64, 13304: const     0.004473
vwretd    1.271830
dtype: float64, 13305: const    -0.002310
vwretd    1.387346
dtype: float64, 13308: const    -0.000306
vwretd    0.339243
dtype: float64, 13309: const    -0.003902
vwretd    0.917240
dtype: float64, 13310: const    -0.004324
vwretd    0.132410
dtype: float64, 13311: const     0.001191
vwretd    0.781753
dtype: float64, 13312: const    -0.000538
vwretd    0.884369
dtype: float64, 13314: const     0.016414
vwretd    0.714498
dtype: float64, 13315: const     0.030989
vwretd    0.864837
dtype: float64, 13316: const     0.013251
vwretd    0.139947
dtype: float64, 13317: const    -0.063549
vwretd    1.392634
dtype: float64, 13318: const    -0.003518
vwretd    1.533558
dtype: float64, 13319: const    -0.010207
vwretd    1.523867
dtype: float64, 13320: const    -0.002867
vwretd    1.756542
dtype: float64, 13321: const    -0.007047
vwretd    0.850411
dtype: float64, 13322: const    -0.001533
vwretd    0.365157
dtype: float64, 13323: const     0.049798
vwretd    1.513178
dtype: float64, 13324: const     0.001932
vwretd    1.963474
dtype: float64, 13325: const    -0.000675
vwretd    1.853712
dtype: float64, 13326: const     0.005409
vwretd    1.903974
dtype: float64, 13327: const     0.006367
vwretd    0.748599
dtype: float64, 13328: const     0.002268
vwretd    1.795930
dtype: float64, 13329: const    -0.023231
vwretd    0.682989
dtype: float64, 13330: const    -0.093740
vwretd    3.357199
dtype: float64, 13331: const     0.06534
vwretd    1.21229
dtype: float64, 13332: const    -0.004144
vwretd    1.235705
dtype: float64, 13333: const     0.000559
vwretd    0.254504
dtype: float64, 13334: const     0.000335
vwretd    0.222904
dtype: float64, 13335: const     0.000925
vwretd    0.184307
dtype: float64, 13336: const    -0.028791
vwretd    4.019943
dtype: float64, 13337: const    -0.021296
vwretd    2.784776
dtype: float64, 13338: const    -0.001928
vwretd    1.404381
dtype: float64, 13339: const    -0.074416
vwretd    0.289128
dtype: float64, 13340: const     0.011393
vwretd    1.579039
dtype: float64, 13341: const    -0.008978
vwretd    1.374781
dtype: float64, 13342: const     0.012622
vwretd    0.731511
dtype: float64, 13343: const    -0.015602
vwretd    2.091822
dtype: float64, 13344: const     0.001791
vwretd    1.016301
dtype: float64, 13345: const    -0.002157
vwretd    0.456056
dtype: float64, 13346: const    -0.003066
vwretd    1.818452
dtype: float64, 13347: const     0.025531
vwretd    4.181246
dtype: float64, 13348: const     0.000274
vwretd    0.496819
dtype: float64, 13349: const    -0.091984
vwretd    2.280853
dtype: float64, 13350: const    -0.008262
vwretd    1.196077
dtype: float64, 13351: const    -0.004442
vwretd    1.143469
dtype: float64, 13352: const     0.003376
vwretd    0.570188
dtype: float64, 13353: const    -0.001447
vwretd    1.202980
dtype: float64, 13354: const     0.004812
vwretd    0.945963
dtype: float64, 13355: const     0.019914
vwretd    0.980948
dtype: float64, 13356: const    -0.000230
vwretd    1.396699
dtype: float64, 13357: const    -0.002774
vwretd    0.665728
dtype: float64, 13358: const    -0.007539
vwretd    1.440935
dtype: float64, 13360: const    -0.003722
vwretd    0.688919
dtype: float64, 13361: const    -0.001965
vwretd    0.553405
dtype: float64, 13362: const     0.005724
vwretd    1.418558
dtype: float64, 13363: const     0.024080
vwretd    1.200014
dtype: float64, 13364: const    -0.001378
vwretd    0.653687
dtype: float64, 13365: const    -0.034686
vwretd    1.144139
dtype: float64, 13366: const     0.005336
vwretd    1.275118
dtype: float64, 13367: const    -0.001421
vwretd    0.912038
dtype: float64, 13368: const    -0.005526
vwretd   -0.035277
dtype: float64, 13369: const     0.005305
vwretd    0.828488
dtype: float64, 13370: const     0.000154
vwretd    1.149864
dtype: float64, 13371: const    -0.064544
vwretd    3.320269
dtype: float64, 13372: const     0.008628
vwretd   -0.238792
dtype: float64, 13373: const    -0.057050
vwretd    2.094705
dtype: float64, 13374: const     0.053307
vwretd   -1.693292
dtype: float64, 13375: const    -0.007894
vwretd    1.634970
dtype: float64, 13376: const    -0.000073
vwretd    2.101494
dtype: float64, 13377: const     0.015116
vwretd    1.280146
dtype: float64, 13378: const     0.009487
vwretd   -2.562465
dtype: float64, 13379: const     0.002778
vwretd    1.491946
dtype: float64, 13380: const    -0.001619
vwretd    1.275563
dtype: float64, 13381: const    -0.001120
vwretd    0.558279
dtype: float64, 13382: const    -0.003348
vwretd    1.117218
dtype: float64, 13383: const     0.000387
vwretd    0.580759
dtype: float64, 13384: const    -0.000689
vwretd    0.786125
dtype: float64, 13385: const    -0.066085
vwretd    0.795515
dtype: float64, 13386: const    -0.001292
vwretd    0.380329
dtype: float64, 13387: const    -0.007675
vwretd    0.958093
dtype: float64, 13388: const    -0.026185
vwretd    2.060088
dtype: float64, 13389: const     0.002455
vwretd    1.744743
dtype: float64, 13390: const    -0.013955
vwretd    1.084089
dtype: float64, 13391: const     0.001179
vwretd    1.169443
dtype: float64, 13392: const    -0.006334
vwretd    0.370026
dtype: float64, 13393: const     0.001378
vwretd    0.650783
dtype: float64, 13394: const     0.001380
vwretd   -0.041369
dtype: float64, 13395: const    -0.010558
vwretd    1.452495
dtype: float64, 13396: const    -0.013397
vwretd    0.440038
dtype: float64, 13397: const    -0.032420
vwretd    1.117346
dtype: float64, 13398: const     0.016390
vwretd    1.811603
dtype: float64, 13399: const     0.000409
vwretd    1.394370
dtype: float64, 13400: const     0.006203
vwretd    1.212264
dtype: float64, 13401: const    -0.016749
vwretd    1.475799
dtype: float64, 13402: const    -0.028161
vwretd    1.686827
dtype: float64, 13403: const     0.007491
vwretd    1.483159
dtype: float64, 13404: const     0.004353
vwretd   -0.109394
dtype: float64, 13405: const    -0.004815
vwretd    1.711147
dtype: float64, 13406: const     0.049153
vwretd   -0.640277
dtype: float64, 13407: const     0.007049
vwretd    1.077200
dtype: float64, 13408: const    -0.044551
vwretd    0.323971
dtype: float64, 13409: const    -0.025668
vwretd    0.135616
dtype: float64, 13410: const     0.009999
vwretd    1.083864
dtype: float64, 13411: const    -0.017888
vwretd    1.485746
dtype: float64, 13412: const     0.048404
vwretd    0.820028
dtype: float64, 13418: const     0.003442
vwretd    1.193625
dtype: float64, 13425: const    -0.015310
vwretd    0.726106
dtype: float64, 13426: const     0.021067
vwretd    0.260891
dtype: float64, 13428: const     0.000496
vwretd    0.975174
dtype: float64, 13429: const    -0.008014
vwretd    1.358936
dtype: float64, 13430: const     0.021557
vwretd    0.994804
dtype: float64, 13431: const    -0.012258
vwretd    2.307824
dtype: float64, 13432: const    -0.010761
vwretd    1.847183
dtype: float64, 13433: const    -0.002806
vwretd    0.773443
dtype: float64, 13434: const    -0.005951
vwretd    1.565534
dtype: float64, 13435: const    -0.008734
vwretd    1.353832
dtype: float64, 13436: const    -0.001228
vwretd    0.795635
dtype: float64, 13437: const    -0.003013
vwretd    1.092237
dtype: float64, 13438: const    -0.007275
vwretd    0.777965
dtype: float64, 13439: const     0.000803
vwretd    0.626907
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vwretd    0.719308
dtype: float64, 13441: const     0.000743
vwretd    0.279437
dtype: float64, 13442: const     0.00188
vwretd    2.03697
dtype: float64, 13443: const     0.021018
vwretd    0.473209
dtype: float64, 13444: const     0.003720
vwretd   -0.115592
dtype: float64, 13445: const    -0.000866
vwretd    0.326102
dtype: float64, 13446: const    -0.000813
vwretd    0.377378
dtype: float64, 13447: const     0.015607
vwretd    1.042974
dtype: float64, 13448: const    -0.043849
vwretd    1.279703
dtype: float64, 13449: const    -0.017781
vwretd    0.118074
dtype: float64, 13450: const    -0.000294
vwretd    1.461816
dtype: float64, 13451: const     0.064924
vwretd    0.909694
dtype: float64, 13452: const    -0.004256
vwretd    2.229272
dtype: float64, 13453: const    -0.020171
vwretd    1.669757
dtype: float64, 13454: const     0.014350
vwretd    0.922463
dtype: float64, 13455: const    -0.065538
vwretd    1.115577
dtype: float64, 13456: const     0.031887
vwretd    0.581689
dtype: float64, 13469: const     0.005967
vwretd    1.580623
dtype: float64, 13470: const     0.013056
vwretd    1.156697
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vwretd    1.753247
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vwretd    1.482307
dtype: float64, 13486: const    -0.012164
vwretd    1.536826
dtype: float64, 13493: const     0.020273
vwretd   -1.017602
dtype: float64, 13494: const     0.013522
vwretd    0.516674
dtype: float64, 13499: const    -0.003407
vwretd    0.659103
dtype: float64, 13500: const     0.020169
vwretd    0.234939
dtype: float64, 13501: const    -0.001028
vwretd    0.640850
dtype: float64, 13502: const     0.003776
vwretd    2.113803
dtype: float64, 13503: const    -0.002030
vwretd    0.424453
dtype: float64, 13504: const    -0.000709
vwretd    0.731261
dtype: float64, 13505: const    -0.001325
vwretd    0.511399
dtype: float64, 13506: const    -0.014059
vwretd   -0.198817
dtype: float64, 13507: const     0.003469
vwretd    0.810127
dtype: float64, 13508: const    -0.001375
vwretd    1.034018
dtype: float64, 13509: const    -0.000765
vwretd    1.138971
dtype: float64, 13510: const    -0.001289
vwretd    0.671865
dtype: float64, 13511: const     0.011926
vwretd    1.164312
dtype: float64, 13512: const    -0.001051
vwretd    1.212226
dtype: float64, 13513: const     0.012739
vwretd   -0.818285
dtype: float64, 13515: const    -0.000234
vwretd    1.241997
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vwretd    1.070188
dtype: float64, 13517: const    -0.000050
vwretd   -3.341315
dtype: float64, 13518: const    -0.004593
vwretd    3.464660
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vwretd    1.830079
dtype: float64, 13520: const    -0.003003
vwretd    1.355029
dtype: float64, 13521: const    -0.009889
vwretd    1.102640
dtype: float64, 13522: const     0.002777
vwretd    0.723702
dtype: float64, 13523: const    -0.00646
vwretd    1.48168
dtype: float64, 13524: const    -0.011551
vwretd    0.878752
dtype: float64, 13525: const     0.006948
vwretd    4.892044
dtype: float64, 13526: const    -0.053981
vwretd    3.645242
dtype: float64, 13527: const     0.009025
vwretd    1.073923
dtype: float64, 13528: const     0.007844
vwretd    0.944416
dtype: float64, 13529: const     0.016561
vwretd    0.130055
dtype: float64, 13530: const    -0.009942
vwretd    1.712953
dtype: float64, 13531: const     0.033963
vwretd    1.239733
dtype: float64, 13532: const     0.005654
vwretd    0.688657
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vwretd   -0.420720
dtype: float64, 13534: const     0.001363
vwretd    0.596474
dtype: float64, 13535: const    -0.013926
vwretd    0.480770
dtype: float64, 13536: const    -0.103524
vwretd   -4.644306
dtype: float64, 13537: const     0.000393
vwretd    1.004428
dtype: float64, 13538: const    -0.003445
vwretd    0.620847
dtype: float64, 13539: const     0.000767
vwretd    0.241939
dtype: float64, 13540: const    -0.009398
vwretd    0.912480
dtype: float64, 13541: const    -0.007446
vwretd    0.707128
dtype: float64, 13542: const    -0.003615
vwretd    0.879035
dtype: float64, 13543: const     0.009322
vwretd    0.888417
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vwretd    2.358011
dtype: float64, 13545: const    -0.002733
vwretd    0.686901
dtype: float64, 13546: const    -0.022542
vwretd    0.307704
dtype: float64, 13547: const     0.001506
vwretd    0.678928
dtype: float64, 13548: const    -0.003308
vwretd    1.592734
dtype: float64, 13549: const     0.001511
vwretd    1.277065
dtype: float64, 13550: const    -0.007993
vwretd    2.335001
dtype: float64, 13552: const    -0.039408
vwretd    0.719587
dtype: float64, 13553: const     0.007276
vwretd    1.444446
dtype: float64, 13554: const     0.007736
vwretd    1.493147
dtype: float64, 13555: const    -0.004384
vwretd    0.822950
dtype: float64, 13556: const    -0.060374
vwretd    0.325002
dtype: float64, 13557: const     0.002906
vwretd    1.462618
dtype: float64, 13558: const    -0.017362
vwretd    0.139355
dtype: float64, 13559: const     0.005665
vwretd   -0.030178
dtype: float64, 13560: const    -0.002645
vwretd    1.919051
dtype: float64, 13561: const     0.007254
vwretd    0.669788
dtype: float64, 13562: const     0.001257
vwretd    0.986173
dtype: float64, 13563: const    -0.024417
vwretd    1.419522
dtype: float64, 13564: const     0.032346
vwretd   -0.073660
dtype: float64, 13565: const     0.001498
vwretd    1.773296
dtype: float64, 13567: const    -0.005040
vwretd    1.274439
dtype: float64, 13568: const    -0.002314
vwretd    0.658384
dtype: float64, 13569: const    -0.057314
vwretd    1.390698
dtype: float64, 13570: const    -0.003314
vwretd    0.614317
dtype: float64, 13571: const    -0.010622
vwretd    1.610786
dtype: float64, 13572: const    -0.005112
vwretd    0.836578
dtype: float64, 13573: const    -0.003029
vwretd    1.603255
dtype: float64, 13574: const    -0.052173
vwretd    1.634313
dtype: float64, 13575: const    -0.004023
vwretd    0.923251
dtype: float64, 13576: const    -0.008166
vwretd    1.220141
dtype: float64, 13577: const    -0.008714
vwretd    1.275989
dtype: float64, 13578: const    -0.003167
vwretd    0.678932
dtype: float64, 13579: const     0.002579
vwretd    0.934917
dtype: float64, 13580: const    -0.034363
vwretd    3.517022
dtype: float64, 13581: const     0.002420
vwretd    1.790832
dtype: float64, 13582: const     0.007529
vwretd    1.919695
dtype: float64, 13583: const    -0.022351
vwretd    2.321574
dtype: float64, 13584: const     0.004163
vwretd    1.197754
dtype: float64, 13585: const     0.017519
vwretd    0.392703
dtype: float64, 13586: const    -0.004402
vwretd    1.161950
dtype: float64, 13594: const     0.010975
vwretd    0.659263
dtype: float64, 13595: const    -0.000045
vwretd    0.709867
dtype: float64, 13596: const     0.023821
vwretd    2.622062
dtype: float64, 13597: const    -0.087100
vwretd    3.740095
dtype: float64, 13598: const     0.021474
vwretd    0.341839
dtype: float64, 13599: const    -0.009955
vwretd    0.897563
dtype: float64, 13600: const     0.019406
vwretd    0.691366
dtype: float64, 13601: const    -0.003500
vwretd    0.812382
dtype: float64, 13602: const    -0.019026
vwretd   -0.014860
dtype: float64, 13603: const     0.008981
vwretd    0.778521
dtype: float64, 13604: const     0.003149
vwretd    1.142506
dtype: float64, 13605: const    -0.008554
vwretd    1.000650
dtype: float64, 13606: const     0.000640
vwretd    0.037357
dtype: float64, 13607: const    -0.001075
vwretd    0.178724
dtype: float64, 13608: const    -0.003894
vwretd    0.858855
dtype: float64, 13609: const    -0.003523
vwretd    0.875981
dtype: float64, 13610: const     0.001581
vwretd    1.145913
dtype: float64, 13612: const     0.000544
vwretd    0.054298
dtype: float64, 13613: const    -0.004653
vwretd    0.800343
dtype: float64, 13614: const    -0.020862
vwretd    1.066426
dtype: float64, 13615: const    -0.000749
vwretd    1.612754
dtype: float64, 13616: const     0.023039
vwretd    1.599028
dtype: float64, 13617: const    -0.006897
vwretd    0.876326
dtype: float64, 13618: const    -0.003050
vwretd    1.478544
dtype: float64, 13619: const     0.000794
vwretd   -0.305041
dtype: float64, 13620: const     0.000772
vwretd    0.811383
dtype: float64, 13621: const     0.014669
vwretd    0.925605
dtype: float64, 13622: const    -0.022485
vwretd    2.065954
dtype: float64, 13623: const     0.000671
vwretd    1.026504
dtype: float64, 13624: const     0.001649
vwretd    0.957930
dtype: float64, 13625: const     0.001270
vwretd    1.197023
dtype: float64, 13626: const    -0.010945
vwretd    1.242367
dtype: float64, 13627: const     0.014542
vwretd    1.503424
dtype: float64, 13628: const     0.001557
vwretd    1.430066
dtype: float64, 13629: const    -0.057707
vwretd    1.391961
dtype: float64, 13630: const    -0.036053
vwretd    1.377067
dtype: float64, 13631: const    -0.024229
vwretd    2.408679
dtype: float64, 13632: const     0.025245
vwretd    0.807829
dtype: float64, 13633: const    -0.053094
vwretd    1.714710
dtype: float64, 13634: const     0.014685
vwretd    1.572497
dtype: float64, 13636: const    -0.009103
vwretd    1.117323
dtype: float64, 13637: const     0.003103
vwretd    1.067438
dtype: float64, 13638: const    -0.021146
vwretd    0.733494
dtype: float64, 13639: const     0.021022
vwretd    3.290112
dtype: float64, 13640: const     0.013454
vwretd    0.844897
dtype: float64, 13641: const     0.009135
vwretd    1.898146
dtype: float64, 13642: const     0.000944
vwretd    0.219776
dtype: float64, 13643: const     0.020309
vwretd    0.731083
dtype: float64, 13644: const     0.051165
vwretd    0.602082
dtype: float64, 13645: const     0.010095
vwretd    2.250546
dtype: float64, 13646: const     0.012251
vwretd    0.083153
dtype: float64, 13647: const    -0.090209
vwretd    1.596080
dtype: float64, 13648: const    -0.019072
vwretd    2.085984
dtype: float64, 13649: const     0.008489
vwretd    0.196051
dtype: float64, 13650: const    -0.002844
vwretd    1.067232
dtype: float64, 13652: const    -0.032853
vwretd    1.757168
dtype: float64, 13653: const     0.007859
vwretd    0.585427
dtype: float64, 13654: const     0.105762
vwretd    6.290607
dtype: float64, 13655: const    -0.010844
vwretd    2.398651
dtype: float64, 13656: const    -0.024406
vwretd    0.867272
dtype: float64, 13657: const     0.000389
vwretd    0.083720
dtype: float64, 13658: const     0.005662
vwretd    0.974082
dtype: float64, 13661: const     0.003110
vwretd    0.853645
dtype: float64, 13662: const     0.008602
vwretd    1.456911
dtype: float64, 13678: const     0.000647
vwretd    1.090867
dtype: float64, 13679: const    -0.002685
vwretd    0.677963
dtype: float64, 13680: const     0.004695
vwretd    0.896200
dtype: float64, 13681: const     0.002376
vwretd    2.017356
dtype: float64, 13682: const     0.031531
vwretd   -0.127319
dtype: float64, 13683: const    -0.000587
vwretd    0.190025
dtype: float64, 13684: const    -0.002232
vwretd    1.247891
dtype: float64, 13685: const    -0.008442
vwretd    1.383160
dtype: float64, 13686: const    -0.001026
vwretd    0.206678
dtype: float64, 13687: const     0.011018
vwretd    2.088456
dtype: float64, 13688: const     0.003052
vwretd    0.631993
dtype: float64, 13689: const     0.037095
vwretd    0.362111
dtype: float64, 13690: const     0.001697
vwretd    1.091219
dtype: float64, 13691: const    -0.049253
vwretd    4.497646
dtype: float64, 13692: const     0.001060
vwretd    1.138214
dtype: float64, 13693: const    -0.025357
vwretd    1.576146
dtype: float64, 13694: const     0.006583
vwretd    0.115601
dtype: float64, 13695: const    -0.050579
vwretd    0.234694
dtype: float64, 13696: const     0.002571
vwretd    0.475480
dtype: float64, 13697: const    -0.010605
vwretd    1.275404
dtype: float64, 13698: const     0.001289
vwretd    1.567427
dtype: float64, 13699: const     0.013847
vwretd   -0.238825
dtype: float64, 13700: const    -0.025561
vwretd    2.380999
dtype: float64, 13701: const     0.006087
vwretd    0.763253
dtype: float64, 13702: const    -0.005266
vwretd    1.130434
dtype: float64, 13703: const     0.019847
vwretd   -0.778921
dtype: float64, 13704: const     0.009347
vwretd    1.051789
dtype: float64, 13705: const     0.006260
vwretd    1.032042
dtype: float64, 13706: const     0.030755
vwretd    1.063188
dtype: float64, 13707: const    -0.030344
vwretd    1.859449
dtype: float64, 13708: const     0.013224
vwretd    0.919453
dtype: float64, 13709: const     0.008425
vwretd    1.363237
dtype: float64, 13710: const    -0.021391
vwretd    0.991182
dtype: float64, 13711: const    -0.004803
vwretd    1.761238
dtype: float64, 13712: const     0.004372
vwretd    0.067238
dtype: float64, 13713: const     0.022169
vwretd    0.244974
dtype: float64, 13714: const     0.000436
vwretd    1.227453
dtype: float64, 13715: const    -0.000805
vwretd    0.975613
dtype: float64, 13716: const    -0.001863
vwretd    0.305562
dtype: float64, 13717: const    -0.009639
vwretd    0.821858
dtype: float64, 13718: const    -0.036025
vwretd    0.692083
dtype: float64, 13719: const     0.001122
vwretd    0.507108
dtype: float64, 13720: const     0.000121
vwretd    0.364831
dtype: float64, 13721: const     0.010298
vwretd    0.821798
dtype: float64, 13722: const    -0.005428
vwretd    0.511232
dtype: float64, 13723: const     0.002887
vwretd    0.767245
dtype: float64, 13724: const     0.000524
vwretd    0.881714
dtype: float64, 13725: const     0.009578
vwretd    0.800552
dtype: float64, 13726: const     0.013556
vwretd    0.315003
dtype: float64, 13727: const    -0.000363
vwretd    1.050231
dtype: float64, 13728: const    -0.000153
vwretd    0.962164
dtype: float64, 13729: const     0.002631
vwretd    0.193488
dtype: float64, 13730: const     0.006224
vwretd    1.888398
dtype: float64, 13731: const     0.000018
vwretd    0.385886
dtype: float64, 13732: const    -0.002216
vwretd    0.673307
dtype: float64, 13733: const     0.008999
vwretd    0.550756
dtype: float64, 13734: const     0.008964
vwretd    0.582294
dtype: float64, 13735: const     0.024228
vwretd    0.198063
dtype: float64, 13736: const     0.001522
vwretd    0.759835
dtype: float64, 13737: const     0.002860
vwretd    0.407166
dtype: float64, 13738: const    -0.005167
vwretd    2.668888
dtype: float64, 13739: const     0.000757
vwretd    0.956459
dtype: float64, 13740: const    -0.007161
vwretd    1.525009
dtype: float64, 13741: const    -0.040183
vwretd    0.853056
dtype: float64, 13742: const    -0.030433
vwretd    0.145311
dtype: float64, 13743: const    -0.011558
vwretd    1.340638
dtype: float64, 13744: const    -0.006400
vwretd    1.259763
dtype: float64, 13745: const    -0.018211
vwretd    1.286686
dtype: float64, 13746: const     0.001042
vwretd    0.736811
dtype: float64, 13747: const    -0.007082
vwretd    1.634021
dtype: float64, 13748: const    -0.005484
vwretd    1.512305
dtype: float64, 13749: const     0.003041
vwretd    1.581042
dtype: float64, 13750: const    -0.032677
vwretd    1.503322
dtype: float64, 13751: const    -0.015419
vwretd    1.390630
dtype: float64, 13752: const     0.014789
vwretd    0.457975
dtype: float64, 13753: const     0.002289
vwretd    0.199229
dtype: float64, 13754: const     0.027274
vwretd   -0.331782
dtype: float64, 13755: const     0.212196
vwretd    1.398339
dtype: float64, 13756: const     0.000231
vwretd    1.009664
dtype: float64, 13757: const     0.003421
vwretd    1.114493
dtype: float64, 13758: const    -0.005875
vwretd    1.280533
dtype: float64, 13759: const     0.037312
vwretd   -2.370018
dtype: float64, 13760: const    -0.014888
vwretd    2.276948
dtype: float64, 13761: const    -0.003290
vwretd    1.472595
dtype: float64, 13762: const    -0.002138
vwretd    0.334339
dtype: float64, 13763: const    -0.001203
vwretd    0.936468
dtype: float64, 13764: const    -0.000291
vwretd    0.605200
dtype: float64, 13765: const     0.001047
vwretd    0.717953
dtype: float64, 13766: const     0.004691
vwretd    1.657322
dtype: float64, 13767: const    -0.002929
vwretd    0.204142
dtype: float64, 13768: const     0.003423
vwretd    1.537083
dtype: float64, 13769: const     0.008864
vwretd    0.954425
dtype: float64, 13770: const    -0.022741
vwretd    1.286459
dtype: float64, 13771: const     0.000539
vwretd    0.403839
dtype: float64, 13772: const    -0.003420
vwretd    1.158394
dtype: float64, 13773: const    -0.114486
vwretd    3.394741
dtype: float64, 13774: const     0.002596
vwretd    0.187446
dtype: float64, 13775: const    -0.007257
vwretd    1.384337
dtype: float64, 13776: const     0.000928
vwretd    1.381957
dtype: float64, 13777: const     0.002467
vwretd    1.517004
dtype: float64, 13778: const    -0.005045
vwretd    0.227242
dtype: float64, 13779: const    -0.000575
vwretd    0.919389
dtype: float64, 13780: const     0.001910
vwretd    0.779084
dtype: float64, 13781: const     0.003157
vwretd    0.805024
dtype: float64, 13782: const     0.000126
vwretd    0.997214
dtype: float64, 13783: const     0.021506
vwretd    1.284308
dtype: float64, 13784: const     0.006271
vwretd    2.027476
dtype: float64, 13785: const     0.007245
vwretd   -1.739403
dtype: float64, 13786: const     0.000218
vwretd    0.743772
dtype: float64, 13787: const     0.000580
vwretd    1.245892
dtype: float64, 13788: const     0.009875
vwretd    0.791556
dtype: float64, 13789: const    -0.027712
vwretd    1.228586
dtype: float64, 13790: const     0.002336
vwretd   -0.050296
dtype: float64, 13791: const     0.057593
vwretd   -0.727387
dtype: float64, 13792: const    -0.006579
vwretd    1.256599
dtype: float64, 13793: const     0.010305
vwretd    1.225039
dtype: float64, 13794: const     0.030674
vwretd    1.127131
dtype: float64, 13795: const    -0.001001
vwretd    0.414355
dtype: float64, 13796: const     0.026893
vwretd    0.164221
dtype: float64, 13797: const     0.000372
vwretd    0.479281
dtype: float64, 13798: const     0.009069
vwretd    1.965328
dtype: float64, 13799: const    -0.008911
vwretd    2.057180
dtype: float64, 13800: const     0.000751
vwretd    0.811259
dtype: float64, 13801: const     0.00021
vwretd    0.11958
dtype: float64, 13802: const    -0.007991
vwretd    1.762510
dtype: float64, 13803: const     0.035163
vwretd   -0.096251
dtype: float64, 13804: const     0.003192
vwretd    0.131721
dtype: float64, 13805: const     0.005589
vwretd    0.701773
dtype: float64, 13807: const    -0.024557
vwretd    2.237012
dtype: float64, 13808: const     0.004570
vwretd    0.157341
dtype: float64, 13809: const    -0.009528
vwretd    1.167457
dtype: float64, 13810: const    -0.003547
vwretd    0.947422
dtype: float64, 13811: const     0.001052
vwretd   -0.008366
dtype: float64, 13812: const     0.007529
vwretd    0.826425
dtype: float64, 13813: const    -0.180652
vwretd    4.313014
dtype: float64, 13814: const     0.014210
vwretd    0.601325
dtype: float64, 13815: const    -0.000895
vwretd    0.447012
dtype: float64, 13816: const     0.011980
vwretd    0.721095
dtype: float64, 13817: const    -0.010565
vwretd    1.746040
dtype: float64, 13818: const     0.012932
vwretd    0.524978
dtype: float64, 13819: const    -0.009256
vwretd    1.696585
dtype: float64, 13820: const    -0.00910
vwretd    2.07054
dtype: float64, 13821: const     0.003458
vwretd    0.784580
dtype: float64, 13822: const    -0.030852
vwretd    1.152744
dtype: float64, 13823: const    -0.005950
vwretd    1.316972
dtype: float64, 13824: const     0.001709
vwretd    0.029040
dtype: float64, 13825: const     0.011706
vwretd    0.555317
dtype: float64, 13826: const    -0.011366
vwretd    1.505288
dtype: float64, 13827: const    -0.012718
vwretd    1.816847
dtype: float64, 13828: const    -0.023730
vwretd    1.964362
dtype: float64, 13829: const    -0.037321
vwretd    2.199244
dtype: float64, 13830: const    -0.009067
vwretd    1.798602
dtype: float64, 13831: const     0.004463
vwretd    0.939405
dtype: float64, 13832: const    -0.035585
vwretd    0.483601
dtype: float64, 13833: const    -0.024822
vwretd    3.149383
dtype: float64, 13834: const    -0.019413
vwretd    2.666399
dtype: float64, 13835: const    -0.003122
vwretd    0.803004
dtype: float64, 13836: const     0.002586
vwretd    0.322466
dtype: float64, 13837: const    -0.001151
vwretd    1.017095
dtype: float64, 13838: const    -0.005115
vwretd    0.794844
dtype: float64, 13839: const    -0.004633
vwretd    0.990033
dtype: float64, 13840: const    -0.005078
vwretd    0.858577
dtype: float64, 13841: const    -0.025440
vwretd    1.189677
dtype: float64, 13842: const    -0.015513
vwretd    0.437659
dtype: float64, 13843: const     0.004827
vwretd    1.549456
dtype: float64, 13844: const    -0.110981
vwretd    1.294524
dtype: float64, 13845: const     0.002303
vwretd    0.764949
dtype: float64, 13846: const    -0.000855
vwretd    0.977986
dtype: float64, 13847: const     0.000511
vwretd    1.020589
dtype: float64, 13848: const     0.006918
vwretd    1.903591
dtype: float64, 13850: const    -0.001012
vwretd    1.036394
dtype: float64, 13851: const     0.002956
vwretd    0.917231
dtype: float64, 13852: const     0.002342
vwretd    0.029277
dtype: float64, 13853: const     0.001783
vwretd    0.003034
dtype: float64, 13854: const     0.000856
vwretd    0.009675
dtype: float64, 13855: const     0.000323
vwretd   -0.006836
dtype: float64, 13856: const     0.005581
vwretd    1.037275
dtype: float64, 13857: const    -0.015799
vwretd    1.285804
dtype: float64, 13858: const     0.008267
vwretd   -1.416599
dtype: float64, 13859: const    -0.000231
vwretd    0.276253
dtype: float64, 13860: const     0.003206
vwretd    1.803485
dtype: float64, 13861: const     0.003358
vwretd    1.629165
dtype: float64, 13862: const    -0.004392
vwretd    1.692760
dtype: float64, 13863: const    -0.022007
vwretd    1.352909
dtype: float64, 13864: const     0.003329
vwretd    2.371855
dtype: float64, 13865: const     0.019307
vwretd    0.828335
dtype: float64, 13866: const     0.001043
vwretd    1.407034
dtype: float64, 13867: const    -0.003828
vwretd    1.031459
dtype: float64, 13868: const    -0.002479
vwretd    0.821689
dtype: float64, 13869: const    -0.020486
vwretd    1.286964
dtype: float64, 13870: const    -0.005274
vwretd    1.409473
dtype: float64, 13871: const    -0.019899
vwretd    1.450754
dtype: float64, 13872: const    -0.004376
vwretd    2.031105
dtype: float64, 13873: const     0.014992
vwretd    2.004136
dtype: float64, 13874: const    -0.134139
vwretd    2.485154
dtype: float64, 13875: const     0.010064
vwretd    0.711208
dtype: float64, 13876: const    -0.004316
vwretd    0.894003
dtype: float64, 13877: const    -0.000828
vwretd    1.484419
dtype: float64, 13878: const    -0.005538
vwretd    1.689042
dtype: float64, 13879: const     0.000506
vwretd    0.986269
dtype: float64, 13880: const     0.012724
vwretd    0.905083
dtype: float64, 13881: const     0.036400
vwretd    2.677557
dtype: float64, 13883: const    -0.045488
vwretd    1.318385
dtype: float64, 13884: const    -0.026844
vwretd   -0.305418
dtype: float64, 13885: const     0.007536
vwretd   -0.033636
dtype: float64, 13886: const    -0.002554
vwretd    0.207589
dtype: float64, 13887: const     0.001261
vwretd    0.866084
dtype: float64, 13888: const     0.001035
vwretd    1.207288
dtype: float64, 13889: const     0.001139
vwretd    0.745068
dtype: float64, 13890: const     0.005624
vwretd    0.527866
dtype: float64, 13891: const     0.011625
vwretd    1.877622
dtype: float64, 13892: const     0.017528
vwretd   -2.850770
dtype: float64, 13893: const     0.000568
vwretd   -4.814030
dtype: float64, 13894: const    -0.005257
vwretd    1.573592
dtype: float64, 13895: const    -0.042195
vwretd    3.370044
dtype: float64, 13896: const    -0.027357
vwretd    1.830054
dtype: float64, 13897: const    -0.000096
vwretd    0.714131
dtype: float64, 13898: const     0.001248
vwretd    0.699763
dtype: float64, 13899: const     0.010621
vwretd    1.224644
dtype: float64, 13900: const    -0.007112
vwretd   -0.071524
dtype: float64, 13901: const     0.009567
vwretd    0.662218
dtype: float64, 13902: const    -0.009253
vwretd    0.479136
dtype: float64, 13903: const     0.010158
vwretd    1.072689
dtype: float64, 13904: const    -0.001190
vwretd    1.224602
dtype: float64, 13905: const    -0.001444
vwretd    0.753115
dtype: float64, 13906: const    -0.006128
vwretd    1.559798
dtype: float64, 13907: const    -0.000754
vwretd    1.697796
dtype: float64, 13908: const     0.005635
vwretd    1.291196
dtype: float64, 13909: const    -0.009281
vwretd    2.477616
dtype: float64, 13910: const    -0.007453
vwretd    0.564354
dtype: float64, 13911: const     0.007068
vwretd    1.249633
dtype: float64, 13912: const    -0.002646
vwretd    0.804625
dtype: float64, 13913: const     0.000614
vwretd    0.112180
dtype: float64, 13914: const     0.009683
vwretd    1.501974
dtype: float64, 13915: const     0.008244
vwretd    1.091479
dtype: float64, 13917: const    -0.003197
vwretd    1.996914
dtype: float64, 13918: const     0.001009
vwretd    2.336272
dtype: float64, 13919: const    -0.006052
vwretd    1.347367
dtype: float64, 13920: const     0.100495
vwretd   -3.379400
dtype: float64, 13921: const     0.000673
vwretd    1.505577
dtype: float64, 13922: const     0.002600
vwretd    0.891877
dtype: float64, 13923: const    -0.121513
vwretd    4.429515
dtype: float64, 13924: const     0.006808
vwretd    0.350294
dtype: float64, 13925: const     0.000235
vwretd    0.261924
dtype: float64, 13926: const     0.014873
vwretd    1.973320
dtype: float64, 13927: const    -0.00444
vwretd    1.22245
dtype: float64, 13928: const     0.002415
vwretd    1.117730
dtype: float64, 13929: const    -0.010355
vwretd    3.690497
dtype: float64, 13930: const    -0.013306
vwretd    0.961382
dtype: float64, 13931: const     0.012963
vwretd    0.325919
dtype: float64, 13932: const     0.009528
vwretd    1.407926
dtype: float64, 13933: const     0.020946
vwretd    1.457956
dtype: float64, 13934: const    -0.053726
vwretd    1.538379
dtype: float64, 13935: const     0.007092
vwretd    0.708227
dtype: float64, 13936: const     0.003681
vwretd    1.135206
dtype: float64, 13937: const    -0.101895
vwretd   -0.183156
dtype: float64, 13938: const     0.000835
vwretd    1.319661
dtype: float64, 13939: const    -0.043085
vwretd    2.695985
dtype: float64, 13940: const    -0.001394
vwretd    2.376763
dtype: float64, 13941: const    -0.017560
vwretd    1.407564
dtype: float64, 13942: const     0.126362
vwretd    1.889208
dtype: float64, 13943: const     0.000733
vwretd    1.688127
dtype: float64, 13944: const    -0.002260
vwretd    1.625243
dtype: float64, 13945: const    -0.003952
vwretd    1.143241
dtype: float64, 13946: const     0.003357
vwretd    1.265821
dtype: float64, 13947: const     0.005342
vwretd    1.369754
dtype: float64, 13948: const     0.000726
vwretd    0.094862
dtype: float64, 13949: const     0.013329
vwretd    1.105895
dtype: float64, 13950: const     0.002789
vwretd    0.536863
dtype: float64, 13951: const     0.000238
vwretd    0.541781
dtype: float64, 13952: const    -0.068264
vwretd    2.737632
dtype: float64, 13953: const     0.017728
vwretd    1.408011
dtype: float64, 13954: const     0.009732
vwretd    0.799415
dtype: float64, 13956: const     0.005795
vwretd    1.378264
dtype: float64, 13957: const     0.000453
vwretd    1.392800
dtype: float64, 13958: const    -0.000672
vwretd    0.265637
dtype: float64, 13959: const    -0.013770
vwretd    1.110889
dtype: float64, 13960: const     0.059041
vwretd    1.600728
dtype: float64, 13961: const     0.009323
vwretd    0.532431
dtype: float64, 13962: const    -0.003665
vwretd    1.413970
dtype: float64, 13963: const    -0.005801
vwretd    1.436053
dtype: float64, 13964: const    -0.005643
vwretd    1.443879
dtype: float64, 13965: const    -0.032248
vwretd    0.931498
dtype: float64, 13966: const    -0.014169
vwretd    1.532179
dtype: float64, 13967: const     0.023956
vwretd    0.782367
dtype: float64, 13968: const     0.123842
vwretd    3.209549
dtype: float64, 13969: const     0.000828
vwretd    0.878675
dtype: float64, 13970: const     0.000792
vwretd    0.469775
dtype: float64, 13971: const    -0.001176
vwretd    0.398088
dtype: float64, 13972: const    -0.003554
vwretd    0.841033
dtype: float64, 13973: const    -0.001585
vwretd    1.132440
dtype: float64, 13974: const    -0.002017
vwretd    0.800130
dtype: float64, 13975: const    -0.002158
vwretd    0.600294
dtype: float64, 13976: const    -0.023331
vwretd    0.736758
dtype: float64, 13977: const    -0.048888
vwretd    2.353512
dtype: float64, 13978: const     0.009542
vwretd    0.933273
dtype: float64, 13979: const     0.011379
vwretd    1.519629
dtype: float64, 13980: const     0.005808
vwretd    0.931927
dtype: float64, 13981: const    -0.020761
vwretd    2.014884
dtype: float64, 13983: const    -0.003244
vwretd    1.689256
dtype: float64, 13984: const     0.005383
vwretd    0.478701
dtype: float64, 13985: const     0.001758
vwretd    0.125459
dtype: float64, 13986: const     0.031194
vwretd   -2.669870
dtype: float64, 13987: const    -0.001105
vwretd    1.197400
dtype: float64, 13988: const     0.025018
vwretd    1.519413
dtype: float64, 13989: const    -0.011960
vwretd    2.142782
dtype: float64, 13990: const    -0.002534
vwretd    0.690073
dtype: float64, 13991: const    -0.000006
vwretd    0.786738
dtype: float64, 13992: const     0.008274
vwretd    1.656358
dtype: float64, 13993: const    -0.006559
vwretd    1.371252
dtype: float64, 13994: const     0.001100
vwretd    0.719576
dtype: float64, 13995: const    -0.012611
vwretd    1.572502
dtype: float64, 13996: const    -0.036596
vwretd    0.313425
dtype: float64, 13997: const    -0.014857
vwretd    1.171946
dtype: float64, 13998: const     0.006578
vwretd    1.555020
dtype: float64, 13999: const    -0.003770
vwretd    0.569848
dtype: float64, 14000: const    -0.004065
vwretd    0.986507
dtype: float64, 14001: const     0.004801
vwretd    0.737668
dtype: float64, 14002: const     0.000078
vwretd    0.240630
dtype: float64, 14003: const    -0.002434
vwretd    0.876222
dtype: float64, 14004: const    -0.121200
vwretd    2.962515
dtype: float64, 14005: const    -0.002973
vwretd    1.907970
dtype: float64, 14006: const     0.006723
vwretd    1.881460
dtype: float64, 14007: const     0.004555
vwretd    1.630266
dtype: float64, 14008: const     0.013337
vwretd    0.897033
dtype: float64, 14009: const     0.005774
vwretd    0.727848
dtype: float64, 14010: const     0.000667
vwretd    2.224713
dtype: float64, 14011: const    -0.050545
vwretd    2.994338
dtype: float64, 14012: const    -0.004701
vwretd   -0.867563
dtype: float64, 14013: const     0.002042
vwretd    0.085785
dtype: float64, 14014: const     0.001989
vwretd    0.057063
dtype: float64, 14015: const     0.007088
vwretd    1.257223
dtype: float64, 14016: const    -0.000837
vwretd    2.433008
dtype: float64, 14017: const     0.009830
vwretd    2.347709
dtype: float64, 14018: const    -0.005021
vwretd    1.021136
dtype: float64, 14019: const    -0.020907
vwretd    0.899010
dtype: float64, 14020: const     0.001126
vwretd    0.983689
dtype: float64, 14021: const     0.000576
vwretd   -0.001920
dtype: float64, 14022: const     0.000956
vwretd    0.021412
dtype: float64, 14023: const     0.002329
vwretd    0.048973
dtype: float64, 14024: const    -0.003796
vwretd    1.302918
dtype: float64, 14025: const     0.001949
vwretd    0.007683
dtype: float64, 14026: const    -0.074598
vwretd    3.853639
dtype: float64, 14027: const    -0.001473
vwretd    0.741144
dtype: float64, 14028: const     0.000228
vwretd    0.641840
dtype: float64, 14029: const    -0.000812
vwretd    0.168313
dtype: float64, 14030: const     0.003318
vwretd    1.024502
dtype: float64, 14031: const     0.015414
vwretd    2.401304
dtype: float64, 14032: const     0.000469
vwretd   -0.629160
dtype: float64, 14033: const    -0.035732
vwretd    1.355416
dtype: float64, 14034: const     0.008336
vwretd    0.471214
dtype: float64, 14035: const    -0.000607
vwretd    1.128378
dtype: float64, 14036: const     0.001606
vwretd    0.728216
dtype: float64, 14037: const     0.010566
vwretd    0.784978
dtype: float64, 14038: const    -0.002142
vwretd    1.174207
dtype: float64, 14039: const    -0.001663
vwretd    1.122776
dtype: float64, 14040: const     0.017449
vwretd   -0.594157
dtype: float64, 14041: const     0.151389
vwretd   -2.883558
dtype: float64, 14042: const    -0.015861
vwretd    1.702432
dtype: float64, 14043: const    -0.000112
vwretd    1.335797
dtype: float64, 14044: const     0.002252
vwretd    1.278014
dtype: float64, 14045: const    -0.007005
vwretd    1.948404
dtype: float64, 14046: const    -0.048579
vwretd    1.592688
dtype: float64, 14047: const    -0.002135
vwretd    1.116957
dtype: float64, 14048: const     0.00108
vwretd    0.85905
dtype: float64, 14049: const    -0.090753
vwretd    2.581095
dtype: float64, 14050: const    -0.005983
vwretd    0.915853
dtype: float64, 14051: const    -0.024006
vwretd    0.615207
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vwretd   -0.788767
dtype: float64, 14053: const    -0.140586
vwretd    1.717272
dtype: float64, 14054: const     0.025079
vwretd    1.303608
dtype: float64, 14055: const    -0.047845
vwretd    2.023332
dtype: float64, 14056: const    -0.065016
vwretd    1.621452
dtype: float64, 14057: const    -0.028370
vwretd    1.661405
dtype: float64, 14058: const     0.001865
vwretd    0.862422
dtype: float64, 14059: const     0.004164
vwretd    0.998883
dtype: float64, 14060: const    -0.067704
vwretd    1.141250
dtype: float64, 14061: const     0.002898
vwretd    0.637362
dtype: float64, 14062: const     0.078983
vwretd   -1.955795
dtype: float64, 14063: const     0.000260
vwretd    0.731171
dtype: float64, 14064: const     0.003407
vwretd    0.897761
dtype: float64, 14065: const    -0.011144
vwretd    0.474903
dtype: float64, 14066: const     0.001378
vwretd    1.131854
dtype: float64, 14067: const     0.008761
vwretd    0.346764
dtype: float64, 14068: const     0.001419
vwretd   -0.041950
dtype: float64, 14069: const    -0.005078
vwretd    1.368001
dtype: float64, 14070: const    -0.009419
vwretd    0.334042
dtype: float64, 14071: const     0.006239
vwretd    0.998917
dtype: float64, 14072: const    -0.018503
vwretd    2.079691
dtype: float64, 14073: const    -0.005288
vwretd    0.956402
dtype: float64, 14074: const    -0.046081
vwretd    0.669004
dtype: float64, 14075: const    -0.005012
vwretd    0.966137
dtype: float64, 14076: const     0.016095
vwretd    0.780858
dtype: float64, 14077: const    -0.007962
vwretd    0.867375
dtype: float64, 14078: const    -0.002704
vwretd    0.814883
dtype: float64, 14079: const    -0.003445
vwretd    0.905795
dtype: float64, 14080: const    -0.003455
vwretd    0.870778
dtype: float64, 14081: const    -0.002101
vwretd    1.196760
dtype: float64, 14082: const     0.000024
vwretd    1.218819
dtype: float64, 14083: const    -0.037405
vwretd    1.153904
dtype: float64, 14084: const     0.001240
vwretd    0.991175
dtype: float64, 14085: const     0.000942
vwretd    1.014111
dtype: float64, 14086: const    -0.000923
vwretd    0.479463
dtype: float64, 14087: const    -0.004367
vwretd    0.662775
dtype: float64, 14088: const    -0.013137
vwretd    0.938344
dtype: float64, 14089: const    -0.018246
vwretd    1.262943
dtype: float64, 14090: const    -0.000602
vwretd    1.658184
dtype: float64, 14091: const     0.005936
vwretd    0.987320
dtype: float64, 14092: const     0.005075
vwretd    0.730925
dtype: float64, 14093: const     0.013171
vwretd    0.444572
dtype: float64, 14094: const    -0.052934
vwretd    1.724875
dtype: float64, 14095: const     0.006294
vwretd    0.536467
dtype: float64, 14096: const    -0.003739
vwretd    0.792781
dtype: float64, 14097: const     0.010298
vwretd    1.624271
dtype: float64, 14098: const    -0.001794
vwretd    0.689898
dtype: float64, 14099: const    -0.008581
vwretd    0.518818
dtype: float64, 14101: const     0.202611
vwretd   -0.426369
dtype: float64, 14102: const    -0.000142
vwretd    0.427413
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vwretd    0.988602
dtype: float64, 14104: const     0.007378
vwretd    1.215327
dtype: float64, 14105: const     0.016372
vwretd    2.649720
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vwretd    1.671001
dtype: float64, 14107: const    -0.097323
vwretd    1.874104
dtype: float64, 14108: const    -0.004577
vwretd    0.817681
dtype: float64, 14127: const    -0.024660
vwretd    1.419005
dtype: float64, 14128: const    -0.014156
vwretd    1.643990
dtype: float64, 14129: const    -0.000332
vwretd    0.363679
dtype: float64, 14130: const    -0.000274
vwretd    0.327100
dtype: float64, 14131: const    -0.005611
vwretd    1.582964
dtype: float64, 14132: const    -0.002841
vwretd    2.111520
dtype: float64, 14133: const     0.011142
vwretd    0.986204
dtype: float64, 14134: const     0.004253
vwretd    0.761665
dtype: float64, 14135: const     0.030793
vwretd    0.950812
dtype: float64, 14136: const     0.006818
vwretd    0.913679
dtype: float64, 14137: const    -0.007441
vwretd    1.973744
dtype: float64, 14138: const    -0.001508
vwretd    0.507037
dtype: float64, 14139: const    -0.040138
vwretd    3.698179
dtype: float64, 14140: const    -0.003396
vwretd    1.954606
dtype: float64, 14141: const     0.007149
vwretd    0.951338
dtype: float64, 14142: const    -0.001666
vwretd    0.554019
dtype: float64, 14143: const    -0.071748
vwretd    1.383265
dtype: float64, 14144: const    -0.001473
vwretd    1.605497
dtype: float64, 14145: const    -0.015525
vwretd    1.541200
dtype: float64, 14147: const    -0.024466
vwretd    0.185097
dtype: float64, 14148: const    -0.062066
vwretd    3.380531
dtype: float64, 14149: const    -0.015605
vwretd    1.722571
dtype: float64, 14150: const    -0.025321
vwretd    1.063224
dtype: float64, 14151: const    -0.011497
vwretd    1.447178
dtype: float64, 14152: const    -0.187772
vwretd    0.209751
dtype: float64, 14153: const     0.002924
vwretd   -0.125933
dtype: float64, 14154: const    -0.008123
vwretd    1.181244
dtype: float64, 14155: const    -0.056746
vwretd    2.031302
dtype: float64, 14156: const    -0.006217
vwretd    0.910017
dtype: float64, 14157: const    -0.009681
vwretd    0.770431
dtype: float64, 14158: const    -0.009244
vwretd    0.789765
dtype: float64, 14159: const    -0.010079
vwretd    1.026769
dtype: float64, 14160: const     0.045664
vwretd    0.747676
dtype: float64, 14161: const     0.001788
vwretd    4.791199
dtype: float64, 14162: const     0.020069
vwretd    1.052008
dtype: float64, 14163: const     0.006396
vwretd    1.329860
dtype: float64, 14164: const    -0.050508
vwretd    0.743758
dtype: float64, 14165: const     0.013936
vwretd    0.197253
dtype: float64, 14166: const     0.022804
vwretd    1.339108
dtype: float64, 14167: const     0.025657
vwretd    1.130219
dtype: float64, 14168: const     0.002386
vwretd    0.937802
dtype: float64, 14169: const     0.000418
vwretd    0.318056
dtype: float64, 14170: const     0.020965
vwretd    2.093542
dtype: float64, 14171: const    -0.005160
vwretd    1.522509
dtype: float64, 14172: const     0.007946
vwretd    0.776947
dtype: float64, 14173: const    -0.032878
vwretd    1.386405
dtype: float64, 14174: const    -0.034566
vwretd    1.526888
dtype: float64, 14175: const     0.004062
vwretd    0.716941
dtype: float64, 14176: const     0.022935
vwretd    0.540241
dtype: float64, 14177: const    -0.004226
vwretd    1.565078
dtype: float64, 14178: const     0.000135
vwretd    0.231606
dtype: float64, 14179: const    -0.001367
vwretd    3.152160
dtype: float64, 14180: const    -0.008322
vwretd    0.385626
dtype: float64, 14181: const    -0.002702
vwretd    1.427923
dtype: float64, 14182: const     0.017349
vwretd    0.920215
dtype: float64, 14183: const    -0.005323
vwretd    1.105557
dtype: float64, 14184: const    -0.010591
vwretd    1.180464
dtype: float64, 14185: const    -0.016274
vwretd    2.307085
dtype: float64, 14186: const    -0.004248
vwretd    0.816389
dtype: float64, 14187: const    -0.000033
vwretd    0.744223
dtype: float64, 14188: const     0.000626
vwretd    0.485492
dtype: float64, 14189: const    -0.004434
vwretd    1.829958
dtype: float64, 14190: const     0.001110
vwretd    1.186427
dtype: float64, 14191: const    -0.041075
vwretd   -0.721290
dtype: float64, 14192: const    -0.013542
vwretd    2.268907
dtype: float64, 14193: const    -0.010905
vwretd    1.173967
dtype: float64, 14194: const    -0.010319
vwretd    1.141701
dtype: float64, 14195: const    -0.010859
vwretd    1.163235
dtype: float64, 14196: const    -0.011346
vwretd    1.142549
dtype: float64, 14197: const     0.002069
vwretd    0.998891
dtype: float64, 14198: const     0.010033
vwretd    1.001292
dtype: float64, 14199: const     0.000378
vwretd    1.199021
dtype: float64, 14200: const     0.003077
vwretd    0.581589
dtype: float64, 14201: const    -0.005356
vwretd    1.395659
dtype: float64, 14202: const     0.000304
vwretd    1.104371
dtype: float64, 14203: const     0.003971
vwretd    0.779164
dtype: float64, 14204: const    -0.000511
vwretd    1.136563
dtype: float64, 14205: const     0.005232
vwretd    1.128190
dtype: float64, 14206: const     0.004598
vwretd    0.458074
dtype: float64, 14207: const    -0.002531
vwretd    0.925389
dtype: float64, 14208: const    -0.001521
vwretd    1.146361
dtype: float64, 14209: const     0.001129
vwretd    1.233073
dtype: float64, 14210: const    -0.001609
vwretd    0.720801
dtype: float64, 14211: const     0.000547
vwretd    0.079788
dtype: float64, 14212: const    -0.000206
vwretd    0.326311
dtype: float64, 14213: const     0.002950
vwretd    1.166488
dtype: float64, 14214: const    -0.010746
vwretd    1.259111
dtype: float64, 14215: const    -0.016420
vwretd    1.665701
dtype: float64, 14216: const     0.023176
vwretd    1.037992
dtype: float64, 14217: const     0.002225
vwretd    0.873769
dtype: float64, 14218: const     0.006110
vwretd    0.624138
dtype: float64, 14219: const     0.005157
vwretd    1.429005
dtype: float64, 14220: const     0.013318
vwretd    0.393341
dtype: float64, 14221: const    -0.006976
vwretd    1.231687
dtype: float64, 14222: const    -0.005596
vwretd    1.253395
dtype: float64, 14223: const     0.001989
vwretd    0.868571
dtype: float64, 14224: const    -0.004945
vwretd    1.242073
dtype: float64, 14225: const     0.000646
vwretd    0.047515
dtype: float64, 14226: const     0.012797
vwretd    1.967405
dtype: float64, 14227: const     0.010920
vwretd    1.265492
dtype: float64, 14228: const     0.010244
vwretd    0.582939
dtype: float64, 14229: const     0.002420
vwretd    1.910711
dtype: float64, 14230: const    -0.015005
vwretd    1.842161
dtype: float64, 14231: const     0.017489
vwretd    1.026409
dtype: float64, 14232: const    -0.030903
vwretd    1.948812
dtype: float64, 14233: const    -0.005424
vwretd    0.913444
dtype: float64, 14234: const     0.004055
vwretd    0.643902
dtype: float64, 14235: const     0.001617
vwretd    1.219928
dtype: float64, 14236: const    -0.082933
vwretd    4.272441
dtype: float64, 14237: const    -0.028309
vwretd    2.360598
dtype: float64, 14238: const     0.023307
vwretd    0.225217
dtype: float64, 14239: const    -0.015214
vwretd    1.666424
dtype: float64, 14240: const     0.000226
vwretd    1.104122
dtype: float64, 14241: const    -0.001477
vwretd    0.939377
dtype: float64, 14242: const     0.014061
vwretd    0.415254
dtype: float64, 14243: const     0.046549
vwretd    0.566011
dtype: float64, 14244: const    -0.014833
vwretd    2.432277
dtype: float64, 14245: const     0.008740
vwretd    1.780413
dtype: float64, 14246: const     0.021235
vwretd    0.519958
dtype: float64, 14247: const    -0.044417
vwretd    1.575414
dtype: float64, 14248: const    -0.00431
vwretd    0.44360
dtype: float64, 14249: const    -0.000896
vwretd   -0.309811
dtype: float64, 14250: const     0.002559
vwretd    1.363813
dtype: float64, 14251: const    -0.120226
vwretd   -0.431159
dtype: float64, 14252: const     0.005222
vwretd    0.951366
dtype: float64, 14253: const     0.015933
vwretd    0.815633
dtype: float64, 14254: const    -0.056964
vwretd    3.672749
dtype: float64, 14256: const     0.026012
vwretd    1.412384
dtype: float64, 14257: const    -0.005847
vwretd    2.372538
dtype: float64, 14258: const    -0.010886
vwretd    1.176827
dtype: float64, 14259: const    -0.002455
vwretd    1.232148
dtype: float64, 14260: const     0.020117
vwretd    0.546039
dtype: float64, 14261: const    -0.106954
vwretd    8.174687
dtype: float64, 14262: const     0.011588
vwretd    2.217106
dtype: float64, 14263: const     0.009646
vwretd    1.527631
dtype: float64, 14264: const    -0.004987
vwretd    0.911100
dtype: float64, 14265: const    -0.006299
vwretd    1.332482
dtype: float64, 14266: const    -0.241456
vwretd    2.020546
dtype: float64, 14267: const    -0.003005
vwretd    0.910641
dtype: float64, 14268: const    -0.011668
vwretd    2.184126
dtype: float64, 14269: const     0.007842
vwretd    1.866888
dtype: float64, 14270: const     0.015465
vwretd    0.235530
dtype: float64, 14271: const    -0.016511
vwretd    2.958662
dtype: float64, 14272: const    -0.030787
vwretd    1.349451
dtype: float64, 14273: const     0.014836
vwretd    1.295562
dtype: float64, 14274: const    -0.011188
vwretd    1.537140
dtype: float64, 14275: const     0.003370
vwretd    0.619508
dtype: float64, 14276: const     0.040535
vwretd    3.582482
dtype: float64, 14277: const    -0.001228
vwretd    1.500045
dtype: float64, 14278: const    -0.004716
vwretd    0.822775
dtype: float64, 14279: const    -0.011387
vwretd    1.732117
dtype: float64, 14280: const    -0.023249
vwretd    2.193303
dtype: float64, 14281: const    -0.003514
vwretd    0.851287
dtype: float64, 14282: const     0.000379
vwretd    0.016257
dtype: float64, 14283: const    -0.008046
vwretd    0.927598
dtype: float64, 14284: const    -0.006139
vwretd    0.728273
dtype: float64, 14285: const    -0.002744
vwretd    1.949607
dtype: float64, 14286: const     0.009049
vwretd    1.096733
dtype: float64, 14287: const    -0.036091
vwretd    2.221826
dtype: float64, 14288: const    -0.097221
vwretd    1.759615
dtype: float64, 14289: const     0.006920
vwretd   -0.021061
dtype: float64, 14290: const     0.023073
vwretd    2.053441
dtype: float64, 14291: const    -0.018270
vwretd    2.824525
dtype: float64, 14292: const     0.046954
vwretd   -0.183351
dtype: float64, 14293: const     0.014684
vwretd    1.570780
dtype: float64, 14294: const     0.004529
vwretd    1.286878
dtype: float64, 14295: const     0.007748
vwretd    0.723863
dtype: float64, 14296: const    -0.020868
vwretd    1.819532
dtype: float64, 14297: const     0.000735
vwretd    1.079800
dtype: float64, 14298: const    -0.005596
vwretd    0.729350
dtype: float64, 14299: const    -0.029576
vwretd    0.844377
dtype: float64, 14300: const    -0.025232
vwretd    1.033119
dtype: float64, 14301: const    -0.008546
vwretd    1.598994
dtype: float64, 14302: const     0.000297
vwretd    0.512411
dtype: float64, 14303: const     0.016506
vwretd    0.324175
dtype: float64, 14304: const     0.012480
vwretd    0.981357
dtype: float64, 14305: const      0.188202
vwretd    11.061997
dtype: float64, 14306: const     0.002559
vwretd    1.145210
dtype: float64, 14307: const     0.009996
vwretd    0.703848
dtype: float64, 14308: const    -0.014225
vwretd    1.553994
dtype: float64, 14309: const    -0.002587
vwretd    0.425534
dtype: float64, 14310: const     0.004685
vwretd    0.772142
dtype: float64, 14311: const    -0.045947
vwretd    0.528721
dtype: float64, 14312: const     0.004325
vwretd    1.211656
dtype: float64, 14313: const     0.001566
vwretd    1.340600
dtype: float64, 14314: const     0.008993
vwretd    1.383946
dtype: float64, 14315: const     0.004398
vwretd    1.167205
dtype: float64, 14316: const    -0.001614
vwretd    0.883902
dtype: float64, 14317: const     0.015499
vwretd    1.410325
dtype: float64, 14318: const     0.003426
vwretd    1.289544
dtype: float64, 14319: const    -0.002525
vwretd    1.244667
dtype: float64, 14320: const     0.004751
vwretd    1.996513
dtype: float64, 14321: const     0.023465
vwretd    2.696100
dtype: float64, 14322: const     0.001567
vwretd    1.123294
dtype: float64, 14323: const     0.001357
vwretd    1.303229
dtype: float64, 14324: const     0.000191
vwretd   -0.030410
dtype: float64, 14325: const     0.010465
vwretd    0.787187
dtype: float64, 14326: const     0.014702
vwretd    1.400702
dtype: float64, 14327: const    -0.030933
vwretd   -2.095322
dtype: float64, 14328: const     0.039751
vwretd    2.091708
dtype: float64, 14329: const    -0.000782
vwretd    1.450361
dtype: float64, 14330: const     0.038171
vwretd    2.922959
dtype: float64, 14331: const     0.004490
vwretd    1.442687
dtype: float64, 14332: const     0.004772
vwretd    0.529590
dtype: float64, 14333: const    -0.003459
vwretd    0.927530
dtype: float64, 14334: const    -0.003502
vwretd    1.078466
dtype: float64, 14335: const    -0.000802
vwretd    1.086973
dtype: float64, 14336: const     0.003267
vwretd    1.599961
dtype: float64, 14337: const     0.002321
vwretd    0.821917
dtype: float64, 14338: const     0.003372
vwretd    1.261263
dtype: float64, 14339: const    -0.012448
vwretd    1.105600
dtype: float64, 14340: const    -0.023298
vwretd    1.698692
dtype: float64, 14341: const    -0.009334
vwretd    0.964481
dtype: float64, 14342: const     0.000157
vwretd    0.453880
dtype: float64, 14343: const     0.004098
vwretd   -0.179792
dtype: float64, 14344: const    -0.034573
vwretd    1.607621
dtype: float64, 14345: const    -0.002723
vwretd    0.197584
dtype: float64, 14346: const     0.000302
vwretd    0.090660
dtype: float64, 14347: const    -0.006501
vwretd    0.519074
dtype: float64, 14348: const    -0.001012
vwretd    0.442357
dtype: float64, 14349: const    -0.003877
vwretd    1.057336
dtype: float64, 14350: const    -0.002925
vwretd    0.087776
dtype: float64, 14351: const     0.045134
vwretd   -0.471247
dtype: float64, 14352: const    -0.004161
vwretd    1.328935
dtype: float64, 14353: const     0.000575
vwretd    0.654973
dtype: float64, 14354: const     0.002583
vwretd    0.589533
dtype: float64, 14355: const    -0.027324
vwretd    0.370949
dtype: float64, 14356: const    -0.071257
vwretd    3.628994
dtype: float64, 14357: const     0.002764
vwretd    1.202815
dtype: float64, 14358: const     0.018404
vwretd    2.265145
dtype: float64, 14359: const     0.010966
vwretd    0.906829
dtype: float64, 14365: const     0.013481
vwretd    0.589785
dtype: float64, 14366: const    -0.041765
vwretd    1.361922
dtype: float64, 14373: const    -0.000641
vwretd    1.886559
dtype: float64, 14374: const     0.033282
vwretd   -0.260064
dtype: float64, 14377: const     0.000430
vwretd    0.047965
dtype: float64, 14378: const     0.005227
vwretd    1.088114
dtype: float64, 14379: const    -0.013394
vwretd    2.199130
dtype: float64, 14380: const    -0.029901
vwretd    1.605274
dtype: float64, 14381: const    -0.003324
vwretd    2.175003
dtype: float64, 14382: const     0.007530
vwretd    0.990154
dtype: float64, 14383: const    -0.004475
vwretd    0.331388
dtype: float64, 14384: const    -0.003476
vwretd    0.677436
dtype: float64, 14385: const    -0.000711
vwretd    0.699426
dtype: float64, 14387: const    -0.018434
vwretd    2.867294
dtype: float64, 14388: const    -0.026619
vwretd    1.799926
dtype: float64, 14392: const    -0.059652
vwretd    3.251361
dtype: float64, 14393: const     0.018099
vwretd    1.064199
dtype: float64, 14394: const     0.012420
vwretd    0.287821
dtype: float64, 14395: const    -0.00966
vwretd    0.90061
dtype: float64, 14396: const    -0.014856
vwretd    0.817542
dtype: float64, 14397: const    -0.012739
vwretd    0.864040
dtype: float64, 14398: const    -0.018889
vwretd    0.984111
dtype: float64, 14399: const     0.000098
vwretd    0.172388
dtype: float64, 14400: const    -0.016821
vwretd    2.461483
dtype: float64, 14401: const     0.007111
vwretd    0.524075
dtype: float64, 14402: const    -0.000675
vwretd    1.598350
dtype: float64, 14403: const     0.009824
vwretd    0.465915
dtype: float64, 14404: const     0.000920
vwretd    0.043981
dtype: float64, 14405: const     0.000939
vwretd    0.348769
dtype: float64, 14406: const    -0.008694
vwretd    1.648030
dtype: float64, 14407: const    -0.002355
vwretd    1.206462
dtype: float64, 14408: const     0.001673
vwretd    1.462076
dtype: float64, 14409: const    -0.002659
vwretd    1.922889
dtype: float64, 14410: const     0.012098
vwretd    0.786234
dtype: float64, 14411: const     0.000610
vwretd    0.982291
dtype: float64, 14412: const    -0.001956
vwretd    1.020473
dtype: float64, 14413: const     0.002384
vwretd    0.972712
dtype: float64, 14414: const     0.002842
vwretd    1.186307
dtype: float64, 14415: const     0.003987
vwretd    0.944166
dtype: float64, 14416: const    -0.130884
vwretd   -2.022157
dtype: float64, 14417: const    -0.088083
vwretd    3.443087
dtype: float64, 14418: const    -0.002927
vwretd    1.233206
dtype: float64, 14419: const    -0.030606
vwretd    1.199694
dtype: float64, 14420: const    -0.054448
vwretd    1.973978
dtype: float64, 14421: const    -0.043535
vwretd    0.347403
dtype: float64, 14422: const     0.006769
vwretd    1.273152
dtype: float64, 14423: const    -0.026127
vwretd    1.755288
dtype: float64, 14424: const     0.011600
vwretd   -0.208223
dtype: float64, 14425: const     0.018580
vwretd    0.156227
dtype: float64, 14426: const     0.023591
vwretd    1.150765
dtype: float64, 14427: const    -0.001333
vwretd    0.717429
dtype: float64, 14428: const    -0.001605
vwretd    0.523379
dtype: float64, 14429: const     0.001214
vwretd    1.180889
dtype: float64, 14430: const    -0.060531
vwretd    1.020202
dtype: float64, 14431: const     0.006212
vwretd    2.390540
dtype: float64, 14432: const     0.034217
vwretd    1.158648
dtype: float64, 14433: const    -0.003791
vwretd    1.631815
dtype: float64, 14434: const     0.005425
vwretd    1.606994
dtype: float64, 14435: const    -0.015378
vwretd    1.531809
dtype: float64, 14436: const     0.005657
vwretd    1.210367
dtype: float64, 14437: const     0.004869
vwretd    1.168427
dtype: float64, 14438: const    -0.020654
vwretd    1.286694
dtype: float64, 14439: const     0.001391
vwretd    1.127851
dtype: float64, 14440: const     0.014104
vwretd    0.685836
dtype: float64, 14441: const     0.006659
vwretd    1.746255
dtype: float64, 14442: const    -0.026069
vwretd    1.668708
dtype: float64, 14443: const    -0.001583
vwretd    1.130233
dtype: float64, 14444: const    -0.072433
vwretd    1.263634
dtype: float64, 14445: const     0.005841
vwretd    1.301833
dtype: float64, 14446: const    -0.009344
vwretd    2.271201
dtype: float64, 14447: const    -0.089649
vwretd    1.127336
dtype: float64, 14448: const     0.270782
vwretd   -4.227364
dtype: float64, 14449: const    -0.054146
vwretd    1.357789
dtype: float64, 14450: const    -0.005889
vwretd    1.830947
dtype: float64, 14451: const     0.009789
vwretd    0.485044
dtype: float64, 14452: const     0.034673
vwretd    1.487847
dtype: float64, 14453: const     0.00556
vwretd    2.32146
dtype: float64, 14455: const    -0.038697
vwretd    0.961564
dtype: float64, 14456: const     0.014807
vwretd    0.892836
dtype: float64, 14457: const    -0.002446
vwretd    1.499519
dtype: float64, 14458: const    -0.052399
vwretd    2.216585
dtype: float64, 14459: const     0.003124
vwretd    0.962119
dtype: float64, 14460: const    -0.001389
vwretd    0.953562
dtype: float64, 14461: const     0.003478
vwretd    1.385435
dtype: float64, 14462: const    -0.020147
vwretd    1.211207
dtype: float64, 14463: const     0.038652
vwretd    0.680671
dtype: float64, 14464: const     0.003640
vwretd    0.892608
dtype: float64, 14465: const    -0.050694
vwretd    0.510806
dtype: float64, 14466: const     0.016844
vwretd    1.018976
dtype: float64, 14467: const     0.005449
vwretd    0.837339
dtype: float64, 14468: const    -0.090365
vwretd    1.555789
dtype: float64, 14469: const     0.019927
vwretd    0.074972
dtype: float64, 14470: const    -0.027723
vwretd    1.419245
dtype: float64, 14471: const     0.018624
vwretd    0.713813
dtype: float64, 14472: const     0.012451
vwretd    0.911227
dtype: float64, 14473: const     0.000018
vwretd    1.027129
dtype: float64, 14474: const     0.004918
vwretd   -0.485912
dtype: float64, 14475: const    -0.008859
vwretd    0.847108
dtype: float64, 14476: const     0.002380
vwretd   -0.084408
dtype: float64, 14477: const    -0.005933
vwretd    0.672581
dtype: float64, 14478: const     0.005021
vwretd    1.452453
dtype: float64, 14479: const     0.014736
vwretd    1.544324
dtype: float64, 14480: const     0.000914
vwretd   -0.014707
dtype: float64, 14481: const    -0.001591
vwretd    0.914645
dtype: float64, 14482: const    -0.006481
vwretd    0.886201
dtype: float64, 14483: const    -0.002106
vwretd    0.930667
dtype: float64, 14484: const     0.000477
vwretd    0.707181
dtype: float64, 14485: const     0.000792
vwretd   -0.002685
dtype: float64, 14486: const     0.001637
vwretd    0.678522
dtype: float64, 14487: const    -0.010472
vwretd    1.268668
dtype: float64, 14488: const     0.006700
vwretd    0.931044
dtype: float64, 14489: const    -0.003845
vwretd    1.790139
dtype: float64, 14490: const    -0.016646
vwretd    2.433468
dtype: float64, 14491: const    -0.000059
vwretd    0.055376
dtype: float64, 14492: const     0.000829
vwretd   -0.004651
dtype: float64, 14493: const     0.008706
vwretd    1.366812
dtype: float64, 14494: const    -0.004535
vwretd    0.861388
dtype: float64, 14495: const     0.006663
vwretd    1.001870
dtype: float64, 14496: const    -0.000838
vwretd    1.432073
dtype: float64, 14497: const    -0.008817
vwretd    0.774765
dtype: float64, 14498: const    -0.010447
vwretd    1.451845
dtype: float64, 14499: const     0.003423
vwretd    0.043740
dtype: float64, 14500: const     0.014830
vwretd    0.785643
dtype: float64, 14501: const    -0.004687
vwretd    0.964364
dtype: float64, 14502: const    -0.024666
vwretd    1.741829
dtype: float64, 14503: const    -0.007460
vwretd    1.595556
dtype: float64, 14504: const    -0.004493
vwretd    0.696343
dtype: float64, 14505: const    -0.008557
vwretd    2.672273
dtype: float64, 14506: const    -0.008619
vwretd    1.369244
dtype: float64, 14507: const    -0.009589
vwretd    1.409364
dtype: float64, 14508: const    -0.007135
vwretd    1.210471
dtype: float64, 14509: const     0.000733
vwretd    1.810803
dtype: float64, 14510: const     0.036809
vwretd    0.556899
dtype: float64, 14511: const    -0.015639
vwretd    1.256479
dtype: float64, 14512: const    -0.006629
vwretd    0.886321
dtype: float64, 14513: const     0.001581
vwretd    0.595487
dtype: float64, 14514: const    -0.035395
vwretd    2.072335
dtype: float64, 14515: const    -0.002417
vwretd    0.768367
dtype: float64, 14516: const     0.000382
vwretd    1.460177
dtype: float64, 14517: const    -0.002996
vwretd    1.626143
dtype: float64, 14518: const    -0.191547
vwretd   -0.257716
dtype: float64, 14519: const    -0.002312
vwretd    0.517767
dtype: float64, 14520: const     0.003592
vwretd    1.004637
dtype: float64, 14521: const     0.004804
vwretd    1.433080
dtype: float64, 14522: const    -0.001749
vwretd    1.691677
dtype: float64, 14523: const    -0.000966
vwretd    1.817581
dtype: float64, 14524: const     0.035957
vwretd    1.871644
dtype: float64, 14525: const    -0.000680
vwretd    1.622195
dtype: float64, 14526: const     0.006786
vwretd    1.109379
dtype: float64, 14527: const     0.013827
vwretd    1.103994
dtype: float64, 14528: const    -0.028269
vwretd    1.505184
dtype: float64, 14529: const     0.000938
vwretd    1.290468
dtype: float64, 14530: const    -0.026131
vwretd    0.942073
dtype: float64, 14531: const    -0.011099
vwretd    0.991541
dtype: float64, 14532: const     0.028875
vwretd   -0.105608
dtype: float64, 14533: const     0.001215
vwretd    0.790471
dtype: float64, 14534: const    -0.004599
vwretd    1.464754
dtype: float64, 14535: const     0.084053
vwretd   -1.641541
dtype: float64, 14536: const     0.008577
vwretd    1.226273
dtype: float64, 14537: const     0.019934
vwretd    6.416944
dtype: float64, 14538: const    -0.032339
vwretd    3.611543
dtype: float64, 14539: const     0.001504
vwretd    1.075892
dtype: float64, 14540: const    -0.015119
vwretd    1.455532
dtype: float64, 14541: const     0.003524
vwretd    0.824688
dtype: float64, 14542: const     0.005871
vwretd    1.037347
dtype: float64, 14543: const    -0.002656
vwretd    1.440079
dtype: float64, 14544: const    -0.012465
vwretd    2.459632
dtype: float64, 14545: const    -0.000940
vwretd    0.812057
dtype: float64, 14546: const    -0.007770
vwretd    0.930308
dtype: float64, 14547: const     0.020927
vwretd    1.257795
dtype: float64, 14548: const    -0.011380
vwretd    1.126669
dtype: float64, 14549: const    -0.000356
vwretd    0.945673
dtype: float64, 14550: const     0.015714
vwretd    0.642937
dtype: float64, 14551: const    -0.033774
vwretd    1.226923
dtype: float64, 14552: const     0.036102
vwretd    2.280534
dtype: float64, 14553: const     0.030577
vwretd    1.654285
dtype: float64, 14554: const     0.001745
vwretd    0.917298
dtype: float64, 14555: const    -0.026387
vwretd    2.329257
dtype: float64, 14556: const    -0.014430
vwretd    2.537652
dtype: float64, 14557: const     0.000341
vwretd    0.002833
dtype: float64, 14558: const    -0.003523
vwretd    1.343181
dtype: float64, 14559: const    -0.004869
vwretd    1.386568
dtype: float64, 14560: const     0.000639
vwretd    0.641635
dtype: float64, 14561: const     0.035347
vwretd   -4.193603
dtype: float64, 14563: const    -0.002253
vwretd    1.024788
dtype: float64, 14564: const    -0.019140
vwretd    2.375831
dtype: float64, 14565: const    -0.005103
vwretd    1.368948
dtype: float64, 14566: const     0.003039
vwretd    0.702230
dtype: float64, 14567: const     0.003984
vwretd    1.092104
dtype: float64, 14568: const     0.004822
vwretd    2.050008
dtype: float64, 14569: const     0.044754
vwretd    1.750493
dtype: float64, 14570: const     0.009500
vwretd    0.923495
dtype: float64, 14571: const    -0.000157
vwretd    0.179504
dtype: float64, 14572: const    -0.035254
vwretd    1.349286
dtype: float64, 14573: const    -0.012429
vwretd    1.922980
dtype: float64, 14574: const     0.001515
vwretd    1.471675
dtype: float64, 14575: const    -0.008190
vwretd    0.492784
dtype: float64, 14576: const     0.009050
vwretd    0.583652
dtype: float64, 14577: const     0.011527
vwretd    0.421655
dtype: float64, 14578: const    -0.019440
vwretd    1.644054
dtype: float64, 14579: const     0.026572
vwretd    1.397656
dtype: float64, 14580: const     0.004345
vwretd    2.257389
dtype: float64, 14581: const    -0.002933
vwretd    1.307093
dtype: float64, 14582: const    -0.007595
vwretd    1.184488
dtype: float64, 14583: const    -0.000952
vwretd    1.140598
dtype: float64, 14584: const    -0.023508
vwretd    0.928273
dtype: float64, 14585: const     0.288347
vwretd    0.929691
dtype: float64, 14586: const    -0.002540
vwretd    0.698719
dtype: float64, 14587: const     0.007396
vwretd    0.495420
dtype: float64, 14588: const    -0.012170
vwretd    0.141218
dtype: float64, 14589: const    -0.006711
vwretd    2.364364
dtype: float64, 14590: const    -0.006642
vwretd    1.091848
dtype: float64, 14591: const    -0.026662
vwretd    1.405062
dtype: float64, 14592: const     0.003992
vwretd    0.826190
dtype: float64, 14593: const     0.010077
vwretd    1.380874
dtype: float64, 14594: const     0.031287
vwretd    0.888332
dtype: float64, 14595: const    -0.074977
vwretd    1.797898
dtype: float64, 14596: const     0.031056
vwretd    0.668743
dtype: float64, 14597: const     0.000412
vwretd    2.472934
dtype: float64, 14599: const    -0.004123
vwretd    0.875325
dtype: float64, 14600: const     0.008037
vwretd   -0.245346
dtype: float64, 14601: const    -0.005269
vwretd    1.677235
dtype: float64, 14602: const    -0.006163
vwretd    1.375469
dtype: float64, 14603: const    -0.004516
vwretd    0.625565
dtype: float64, 14604: const     0.002549
vwretd    0.338019
dtype: float64, 14605: const    -0.001136
vwretd    1.509613
dtype: float64, 14606: const     0.032349
vwretd    1.152175
dtype: float64, 14607: const    -0.005940
vwretd    0.663135
dtype: float64, 14608: const    -0.012140
vwretd    1.681475
dtype: float64, 14609: const     0.008177
vwretd    0.671069
dtype: float64, 14610: const    -0.120572
vwretd    1.279196
dtype: float64, 14611: const     0.002192
vwretd   -0.251355
dtype: float64, 14612: const    -0.033332
vwretd    2.680036
dtype: float64, 14613: const    -0.005037
vwretd    1.365791
dtype: float64, 14614: const    -0.017508
vwretd    1.681993
dtype: float64, 14615: const    -0.022216
vwretd    2.120708
dtype: float64, 14616: const     0.005486
vwretd    0.878978
dtype: float64, 14617: const     0.013091
vwretd    1.307060
dtype: float64, 14618: const    -0.027838
vwretd    1.463819
dtype: float64, 14619: const     0.003779
vwretd    3.101539
dtype: float64, 14620: const    -0.002716
vwretd    0.726438
dtype: float64, 14621: const    -0.015290
vwretd    1.594119
dtype: float64, 14622: const    -0.000774
vwretd    1.654965
dtype: float64, 14623: const     0.000093
vwretd   -0.025348
dtype: float64, 14624: const    -0.000276
vwretd    2.027385
dtype: float64, 14625: const    -0.019753
vwretd    0.710034
dtype: float64, 14626: const    -0.000265
vwretd    0.399293
dtype: float64, 14627: const    -0.000357
vwretd    0.284623
dtype: float64, 14628: const     0.001440
vwretd   -0.007511
dtype: float64, 14629: const     0.000489
vwretd   -0.006842
dtype: float64, 14630: const    -0.027613
vwretd    0.978065
dtype: float64, 14631: const     0.004736
vwretd    0.048165
dtype: float64, 14632: const    -0.010216
vwretd    1.582364
dtype: float64, 14633: const     0.002737
vwretd    1.333559
dtype: float64, 14634: const    -0.005369
vwretd    1.926612
dtype: float64, 14635: const     0.000072
vwretd    0.398530
dtype: float64, 14636: const     0.017498
vwretd   -0.008153
dtype: float64, 14637: const    -0.007622
vwretd    1.244450
dtype: float64, 14638: const    -0.038256
vwretd    1.506779
dtype: float64, 14639: const     0.001568
vwretd    0.727746
dtype: float64, 14640: const    -0.002045
vwretd    0.865940
dtype: float64, 14641: const     0.00949
vwretd    1.00227
dtype: float64, 14642: const     0.006449
vwretd    1.198105
dtype: float64, 14643: const    -0.004847
vwretd    2.228971
dtype: float64, 14644: const     0.000136
vwretd    0.602879
dtype: float64, 14645: const    -0.030812
vwretd    1.133289
dtype: float64, 14646: const     0.006796
vwretd    2.692366
dtype: float64, 14647: const     0.013603
vwretd    1.249672
dtype: float64, 14648: const    -0.019655
vwretd    1.612895
dtype: float64, 14649: const     0.025234
vwretd    0.553424
dtype: float64, 14650: const     0.003857
vwretd    0.708116
dtype: float64, 14651: const     0.003662
vwretd    1.031165
dtype: float64, 14652: const     0.001235
vwretd    0.097111
dtype: float64, 14653: const     0.003073
vwretd    0.764439
dtype: float64, 14654: const    -0.004650
vwretd    0.703594
dtype: float64, 14655: const     0.010910
vwretd    0.610547
dtype: float64, 14656: const     0.005471
vwretd    0.623718
dtype: float64, 14657: const    -0.057503
vwretd    1.410728
dtype: float64, 14658: const     0.003304
vwretd    1.767526
dtype: float64, 14659: const    -0.002128
vwretd    0.071283
dtype: float64, 14660: const    -0.033195
vwretd    1.569570
dtype: float64, 14661: const    -0.005654
vwretd    1.040242
dtype: float64, 14662: const    -0.003004
vwretd    0.494306
dtype: float64, 14663: const     0.001856
vwretd    1.048227
dtype: float64, 14664: const     0.004114
vwretd    0.824475
dtype: float64, 14665: const    -0.043319
vwretd    1.149247
dtype: float64, 14666: const    -0.049960
vwretd    2.304408
dtype: float64, 14667: const     0.021373
vwretd    1.484851
dtype: float64, 14668: const    -0.035739
vwretd    1.733907
dtype: float64, 14669: const    -0.008345
vwretd    1.619784
dtype: float64, 14670: const     0.011906
vwretd    0.998165
dtype: float64, 14671: const     0.015962
vwretd    0.426266
dtype: float64, 14672: const     0.014231
vwretd    1.705109
dtype: float64, 14673: const     0.013680
vwretd    0.186729
dtype: float64, 14674: const     0.002608
vwretd    0.734210
dtype: float64, 14675: const    -0.029028
vwretd    0.805933
dtype: float64, 14676: const    -0.009251
vwretd    1.694032
dtype: float64, 14677: const    -0.017999
vwretd    1.440853
dtype: float64, 14678: const    -0.004346
vwretd    0.695164
dtype: float64, 14680: const     0.000639
vwretd    2.101351
dtype: float64, 14681: const     0.031319
vwretd    0.970084
dtype: float64, 14682: const    -0.007595
vwretd    3.528337
dtype: float64, 14683: const    -0.134207
vwretd    3.309392
dtype: float64, 14684: const    -0.002436
vwretd    1.855565
dtype: float64, 14685: const     0.006805
vwretd    1.094943
dtype: float64, 14686: const    -0.021267
vwretd    1.871977
dtype: float64, 14687: const     0.001074
vwretd    0.894677
dtype: float64, 14688: const     0.008423
vwretd    0.805429
dtype: float64, 14689: const     0.040668
vwretd    1.080428
dtype: float64, 14690: const     0.002113
vwretd    1.062700
dtype: float64, 14691: const     0.022846
vwretd    0.654378
dtype: float64, 14693: const     0.011139
vwretd    1.571946
dtype: float64, 14694: const    -0.023003
vwretd    1.320570
dtype: float64, 14695: const     0.033390
vwretd    2.464653
dtype: float64, 14696: const    -0.008802
vwretd    2.845145
dtype: float64, 14697: const    -0.007926
vwretd    1.264792
dtype: float64, 14698: const    -0.115906
vwretd   -0.431869
dtype: float64, 14699: const     0.004104
vwretd    1.768313
dtype: float64, 14700: const    -0.175632
vwretd    6.862783
dtype: float64, 14701: const     0.003752
vwretd    0.802056
dtype: float64, 14702: const     0.006422
vwretd    1.984333
dtype: float64, 14703: const     0.001527
vwretd   -0.092979
dtype: float64, 14704: const     0.009241
vwretd    1.000649
dtype: float64, 14705: const     0.002358
vwretd    0.898851
dtype: float64, 14706: const    -0.058531
vwretd    0.423699
dtype: float64, 14707: const    -0.001563
vwretd    0.723167
dtype: float64, 14708: const     0.004336
vwretd    1.252450
dtype: float64, 14709: const    -0.024123
vwretd    0.915734
dtype: float64, 14710: const     0.000753
vwretd    1.297107
dtype: float64, 14711: const    -0.015835
vwretd    0.364505
dtype: float64, 14712: const     0.092128
vwretd    0.767085
dtype: float64, 14713: const    -0.056068
vwretd    0.250123
dtype: float64, 14714: const     0.018291
vwretd    1.275861
dtype: float64, 14715: const     0.005250
vwretd    2.111272
dtype: float64, 14716: const     0.006952
vwretd    1.657343
dtype: float64, 14717: const    -0.118841
vwretd   -0.545303
dtype: float64, 14718: const    -0.035741
vwretd    2.760552
dtype: float64, 14719: const    -0.034075
vwretd    3.824111
dtype: float64, 14720: const    -0.024263
vwretd    4.074880
dtype: float64, 14721: const    -0.048153
vwretd    0.595493
dtype: float64, 14722: const    -0.004387
vwretd    1.286634
dtype: float64, 14723: const     0.036520
vwretd   -1.093416
dtype: float64, 14724: const     0.000092
vwretd    0.110631
dtype: float64, 14725: const     0.002395
vwretd    0.894589
dtype: float64, 14726: const    -0.001463
vwretd    0.754306
dtype: float64, 14727: const     0.001409
vwretd    0.388867
dtype: float64, 14728: const     0.004449
vwretd    1.635194
dtype: float64, 14729: const    -0.013907
vwretd    0.586577
dtype: float64, 14730: const    -0.000819
vwretd    0.623260
dtype: float64, 14731: const    -0.002912
vwretd    0.937045
dtype: float64, 14732: const    -0.001391
vwretd    0.689272
dtype: float64, 14733: const    -0.001739
vwretd    0.791590
dtype: float64, 14734: const     0.007285
vwretd    0.989829
dtype: float64, 14735: const    -0.060481
vwretd   -0.068678
dtype: float64, 14736: const     0.003309
vwretd    0.873346
dtype: float64, 14737: const     0.006815
vwretd    1.083904
dtype: float64, 14738: const    -0.007424
vwretd    0.942037
dtype: float64, 14739: const    -0.002790
vwretd    0.932402
dtype: float64, 14740: const    -0.005138
vwretd    1.052996
dtype: float64, 14741: const     0.001138
vwretd    0.672639
dtype: float64, 14742: const    -0.005393
vwretd    1.011085
dtype: float64, 14743: const    -0.003729
vwretd    1.149512
dtype: float64, 14744: const     0.002177
vwretd    1.314714
dtype: float64, 14745: const    -0.098459
vwretd    2.624371
dtype: float64, 14746: const    -0.001968
vwretd    1.025179
dtype: float64, 14747: const     0.000586
vwretd    0.840289
dtype: float64, 14748: const    -0.002799
vwretd    0.686095
dtype: float64, 14749: const    -0.001605
vwretd    0.763569
dtype: float64, 14750: const     0.006701
vwretd    0.733382
dtype: float64, 14751: const     0.010478
vwretd    2.030213
dtype: float64, 14752: const     0.005331
vwretd    1.181978
dtype: float64, 14753: const    -0.001242
vwretd    1.093908
dtype: float64, 14754: const    -0.013404
vwretd    2.107320
dtype: float64, 14755: const     0.006564
vwretd    1.635856
dtype: float64, 14756: const    -0.050393
vwretd    1.254137
dtype: float64, 14757: const     0.005324
vwretd    0.212397
dtype: float64, 14758: const    -0.009044
vwretd    1.233333
dtype: float64, 14759: const     0.008749
vwretd    1.316517
dtype: float64, 14760: const     0.005249
vwretd    0.991464
dtype: float64, 14761: const     0.007094
vwretd    1.219678
dtype: float64, 14763: const     0.000344
vwretd    1.286537
dtype: float64, 14764: const    -0.004295
vwretd   -0.396880
dtype: float64, 14765: const    -0.011768
vwretd    2.506511
dtype: float64, 14766: const    -0.005385
vwretd    1.834403
dtype: float64, 14769: const    -0.001337
vwretd    0.904221
dtype: float64, 14770: const    -0.004609
vwretd    0.867684
dtype: float64, 14771: const    -0.001138
vwretd    0.763872
dtype: float64, 14773: const    -0.000960
vwretd    1.831036
dtype: float64, 14774: const     0.018845
vwretd    1.657985
dtype: float64, 14776: const    -0.004874
vwretd    1.579213
dtype: float64, 14777: const    -0.000021
vwretd    0.919657
dtype: float64, 14778: const    -0.007061
vwretd    1.657645
dtype: float64, 14779: const     0.005662
vwretd    1.224081
dtype: float64, 14780: const    -0.059700
vwretd    1.143749
dtype: float64, 14781: const    -0.006000
vwretd    1.432059
dtype: float64, 14782: const     0.018564
vwretd    1.650932
dtype: float64, 14783: const     0.001307
vwretd    1.004686
dtype: float64, 14784: const    -0.151555
vwretd    1.700176
dtype: float64, 14785: const     0.022284
vwretd    1.343065
dtype: float64, 14786: const    -0.002047
vwretd    1.580965
dtype: float64, 14787: const     0.000511
vwretd    1.300522
dtype: float64, 14788: const    -0.018782
vwretd    1.117976
dtype: float64, 14789: const     0.012633
vwretd    2.110527
dtype: float64, 14790: const    -0.023699
vwretd    1.379685
dtype: float64, 14791: const    -0.048581
vwretd    2.283256
dtype: float64, 14792: const     0.011267
vwretd    0.454990
dtype: float64, 14793: const     0.011967
vwretd    1.368558
dtype: float64, 14794: const     0.003414
vwretd    0.668884
dtype: float64, 14795: const     0.000267
vwretd    1.198467
dtype: float64, 14796: const    -0.009840
vwretd    1.430318
dtype: float64, 14797: const     0.019325
vwretd    0.994476
dtype: float64, 14798: const     0.000766
vwretd    0.985585
dtype: float64, 14799: const    -0.002486
vwretd    0.999645
dtype: float64, 14800: const     0.002291
vwretd    0.721083
dtype: float64, 14801: const    -0.003174
vwretd    2.945393
dtype: float64, 14802: const     0.002259
vwretd   -0.037457
dtype: float64, 14803: const     0.012159
vwretd    0.998975
dtype: float64, 14804: const    -0.006110
vwretd    0.981721
dtype: float64, 14805: const    -0.004458
vwretd    3.921699
dtype: float64, 14806: const     0.124171
vwretd   -6.978756
dtype: float64, 14807: const     0.009079
vwretd    1.036942
dtype: float64, 14808: const     0.012493
vwretd    1.102334
dtype: float64, 14809: const     0.001471
vwretd    1.014340
dtype: float64, 14810: const     0.003805
vwretd    0.531126
dtype: float64, 14811: const     0.007751
vwretd    1.118295
dtype: float64, 14812: const    -0.012378
vwretd    1.320122
dtype: float64, 14813: const     0.002278
vwretd    4.478433
dtype: float64, 14814: const    -0.030532
vwretd    0.772526
dtype: float64, 14815: const     0.005332
vwretd    1.440527
dtype: float64, 14816: const     0.006849
vwretd    1.049023
dtype: float64, 14817: const    -0.110388
vwretd   -1.458486
dtype: float64, 14818: const     0.010559
vwretd    1.050305
dtype: float64, 14819: const    -0.000411
vwretd    0.272775
dtype: float64, 14820: const    -0.037432
vwretd    0.616697
dtype: float64, 14821: const     0.024926
vwretd   -0.385234
dtype: float64, 14822: const     0.013534
vwretd    0.309442
dtype: float64, 14823: const    -0.011462
vwretd    1.536219
dtype: float64, 14824: const     0.005780
vwretd    0.600115
dtype: float64, 14825: const     0.023835
vwretd    1.781749
dtype: float64, 14826: const    -0.023625
vwretd    0.991607
dtype: float64, 14827: const    -0.094874
vwretd    2.574925
dtype: float64, 14828: const     0.004469
vwretd    1.584131
dtype: float64, 14829: const     0.015183
vwretd    0.413789
dtype: float64, 14830: const     0.005982
vwretd    0.677520
dtype: float64, 14831: const     0.006683
vwretd    0.656048
dtype: float64, 14832: const    -0.004004
vwretd    1.345900
dtype: float64, 14833: const    -0.008414
vwretd    2.336297
dtype: float64, 14834: const     0.000368
vwretd    2.663468
dtype: float64, 14836: const     0.001108
vwretd    1.345185
dtype: float64, 14837: const    -0.008413
vwretd    0.872870
dtype: float64, 14838: const    -0.006575
vwretd    0.724960
dtype: float64, 14839: const    -0.008102
vwretd    0.625883
dtype: float64, 14840: const     0.003491
vwretd    1.425615
dtype: float64, 14841: const     0.047743
vwretd    1.475046
dtype: float64, 14842: const    -0.008825
vwretd    0.752416
dtype: float64, 14843: const    -0.002878
vwretd    0.553537
dtype: float64, 14844: const    -0.001589
vwretd    0.514811
dtype: float64, 14845: const    -0.002551
vwretd    0.509180
dtype: float64, 14846: const    -0.001519
vwretd    0.509483
dtype: float64, 14847: const    -0.001458
vwretd    0.208880
dtype: float64, 14848: const    -0.002840
vwretd    0.283956
dtype: float64, 14849: const     0.023019
vwretd    0.509707
dtype: float64, 14850: const    -0.000702
vwretd    1.128887
dtype: float64, 14851: const     0.002498
vwretd    1.413341
dtype: float64, 14852: const    -0.015434
vwretd    4.828980
dtype: float64, 14853: const     0.000986
vwretd    0.001253
dtype: float64, 14854: const    -0.004682
vwretd    0.809402
dtype: float64, 14855: const     0.023698
vwretd    1.842761
dtype: float64, 14856: const     0.016143
vwretd    1.824262
dtype: float64, 14857: const    -0.001419
vwretd    1.469404
dtype: float64, 14858: const    -0.009054
vwretd    1.148747
dtype: float64, 14859: const    -0.001081
vwretd    1.721121
dtype: float64, 14860: const     0.026957
vwretd    0.166918
dtype: float64, 14861: const    -0.087623
vwretd    2.964563
dtype: float64, 14862: const    -0.060149
vwretd    1.229196
dtype: float64, 14863: const     0.000098
vwretd    0.729560
dtype: float64, 14864: const     0.018738
vwretd    1.039017
dtype: float64, 14865: const    -0.064825
vwretd    1.375624
dtype: float64, 14866: const    -0.001242
vwretd    0.449638
dtype: float64, 14867: const     0.004434
vwretd    1.140045
dtype: float64, 14868: const     0.010502
vwretd    0.861744
dtype: float64, 14869: const     0.000861
vwretd    0.021399
dtype: float64, 14870: const     0.004968
vwretd    2.264379
dtype: float64, 14871: const     0.062738
vwretd    3.110482
dtype: float64, 14872: const    -0.035285
vwretd    2.009964
dtype: float64, 14873: const     0.032157
vwretd    5.649902
dtype: float64, 14874: const    -0.030918
vwretd    1.659543
dtype: float64, 14875: const    -0.005512
vwretd    1.421264
dtype: float64, 14877: const     0.010956
vwretd    1.016076
dtype: float64, 14878: const     0.002420
vwretd   -0.132493
dtype: float64, 14879: const    -0.034591
vwretd    0.600539
dtype: float64, 14880: const    -0.039696
vwretd    1.691840
dtype: float64, 14881: const    -0.002233
vwretd    0.700681
dtype: float64, 14882: const     0.020826
vwretd    2.715507
dtype: float64, 14883: const     0.002376
vwretd    1.240683
dtype: float64, 14884: const     0.005617
vwretd    1.085052
dtype: float64, 14886: const     0.000534
vwretd    1.345406
dtype: float64, 14887: const     0.000328
vwretd    1.506738
dtype: float64, 14888: const     0.000345
vwretd    0.853828
dtype: float64, 14889: const     0.001487
vwretd    1.438036
dtype: float64, 14890: const     0.001383
vwretd    0.095994
dtype: float64, 14891: const     0.002958
vwretd    0.857500
dtype: float64, 14892: const    -0.003272
vwretd    0.513460
dtype: float64, 14893: const     0.001376
vwretd    0.298869
dtype: float64, 14894: const     0.001418
vwretd    0.311434
dtype: float64, 14895: const     0.001101
vwretd    0.097985
dtype: float64, 14896: const     0.001446
vwretd    0.052529
dtype: float64, 14897: const    -0.003521
vwretd    1.323252
dtype: float64, 14898: const    -0.008014
vwretd    1.243244
dtype: float64, 14899: const     0.002642
vwretd    0.720904
dtype: float64, 14900: const    -0.003143
vwretd    1.207533
dtype: float64, 14901: const     0.001121
vwretd    0.521815
dtype: float64, 14902: const    -0.018746
vwretd    1.849683
dtype: float64, 14904: const     0.000808
vwretd    0.963872
dtype: float64, 14905: const    -0.008761
vwretd    1.497023
dtype: float64, 14906: const    -0.002269
vwretd    0.644746
dtype: float64, 14907: const    -0.004093
vwretd    0.854124
dtype: float64, 14908: const    -0.030044
vwretd    1.813426
dtype: float64, 14909: const    -0.000092
vwretd    0.863400
dtype: float64, 14910: const    -0.000739
vwretd    1.227888
dtype: float64, 14911: const    -0.004601
vwretd    0.812588
dtype: float64, 14912: const    -0.003633
vwretd    1.837222
dtype: float64, 14913: const    -0.020871
vwretd    0.848531
dtype: float64, 14914: const     0.000038
vwretd    0.630558
dtype: float64, 14915: const    -0.020773
vwretd    1.857557
dtype: float64, 14917: const     0.000035
vwretd    0.855619
dtype: float64, 14918: const     0.000232
vwretd    0.286259
dtype: float64, 14919: const    -0.000832
vwretd    1.182076
dtype: float64, 14920: const     0.001084
vwretd    1.152254
dtype: float64, 14923: const    -0.004169
vwretd    2.565205
dtype: float64, 14924: const     0.018060
vwretd    1.006157
dtype: float64, 14925: const     0.008590
vwretd    0.027555
dtype: float64, 14926: const    -0.002299
vwretd    0.949827
dtype: float64, 14927: const    -0.035981
vwretd    0.503016
dtype: float64, 14928: const     0.006765
vwretd    1.107863
dtype: float64, 14929: const    -0.016460
vwretd    1.695073
dtype: float64, 14930: const     0.019908
vwretd   -0.024800
dtype: float64, 14931: const     0.001919
vwretd    0.008628
dtype: float64, 14932: const     0.006074
vwretd    0.519661
dtype: float64, 14933: const    -0.000195
vwretd    0.061894
dtype: float64, 14934: const    -0.015941
vwretd    1.052872
dtype: float64, 14935: const     0.018290
vwretd    0.324821
dtype: float64, 14936: const    -0.046130
vwretd    2.264762
dtype: float64, 14937: const    -0.033709
vwretd    1.805891
dtype: float64, 14938: const     0.114935
vwretd    0.268524
dtype: float64, 14939: const     0.012835
vwretd    1.072026
dtype: float64, 14940: const     0.006524
vwretd    0.917206
dtype: float64, 14941: const    -0.007679
vwretd    1.083515
dtype: float64, 14942: const    -0.000925
vwretd    1.316818
dtype: float64, 14943: const     0.002026
vwretd    0.583582
dtype: float64, 14944: const    -0.001884
vwretd    1.138604
dtype: float64, 14945: const    -0.062368
vwretd    2.346371
dtype: float64, 14946: const    -0.008427
vwretd    1.044302
dtype: float64, 14947: const    -0.040135
vwretd    1.031320
dtype: float64, 14948: const    -0.002706
vwretd    1.615023
dtype: float64, 14949: const    -0.003912
vwretd    1.540273
dtype: float64, 14950: const    -0.052214
vwretd    3.589460
dtype: float64, 14951: const     0.005594
vwretd    1.605038
dtype: float64, 14952: const     0.003692
vwretd    1.219001
dtype: float64, 14953: const     0.013613
vwretd    2.252920
dtype: float64, 14954: const    -0.028348
vwretd    0.783701
dtype: float64, 14955: const    -0.003166
vwretd    1.006597
dtype: float64, 14956: const    -0.015232
vwretd    1.320072
dtype: float64, 14957: const     0.000185
vwretd    1.064572
dtype: float64, 14958: const    -0.014147
vwretd    2.076556
dtype: float64, 14959: const     0.000918
vwretd    0.835645
dtype: float64, 14960: const     0.004848
vwretd    1.766646
dtype: float64, 14961: const    -0.004425
vwretd    2.290357
dtype: float64, 14962: const    -0.000700
vwretd    0.275714
dtype: float64, 14963: const     0.004625
vwretd    0.529705
dtype: float64, 14964: const    -0.002340
vwretd    0.820415
dtype: float64, 14965: const     0.000293
vwretd    0.081547
dtype: float64, 14966: const     0.000071
vwretd    0.147467
dtype: float64, 14967: const    -0.004870
vwretd    0.641172
dtype: float64, 14968: const    -0.000610
vwretd    0.371295
dtype: float64, 14969: const    -0.002564
vwretd    1.238191
dtype: float64, 14970: const     0.016704
vwretd    1.711214
dtype: float64, 14971: const     0.003528
vwretd    1.459572
dtype: float64, 14972: const    -0.00782
vwretd    3.29010
dtype: float64, 14973: const    -0.018724
vwretd    0.949720
dtype: float64, 14974: const    -0.013503
vwretd    1.937690
dtype: float64, 14975: const    -0.000549
vwretd    0.233710
dtype: float64, 14976: const    -0.013904
vwretd    0.653575
dtype: float64, 14977: const    -0.001553
vwretd    0.317109
dtype: float64, 14978: const    -0.001699
vwretd   -0.058766
dtype: float64, 14979: const    -0.006306
vwretd    0.757750
dtype: float64, 14980: const    -0.007578
vwretd    1.293123
dtype: float64, 14981: const    -0.004717
vwretd    1.218777
dtype: float64, 14982: const     0.035264
vwretd    1.877749
dtype: float64, 14983: const    -0.000887
vwretd    2.648135
dtype: float64, 14984: const     0.002379
vwretd    0.623053
dtype: float64, 14985: const    -0.004747
vwretd    1.698456
dtype: float64, 14986: const    -0.020928
vwretd    1.495512
dtype: float64, 14987: const     0.002528
vwretd    1.719694
dtype: float64, 14988: const    -0.001609
vwretd    1.113412
dtype: float64, 14989: const    -0.07250
vwretd    1.01562
dtype: float64, 14990: const     0.024327
vwretd   -0.208279
dtype: float64, 14991: const    -0.008930
vwretd    1.411895
dtype: float64, 14992: const     0.000018
vwretd    0.237081
dtype: float64, 14993: const     0.095212
vwretd   -4.725391
dtype: float64, 14994: const    -0.037848
vwretd   -0.128829
dtype: float64, 14995: const    -0.028637
vwretd    1.755596
dtype: float64, 14996: const    -0.004432
vwretd    0.616110
dtype: float64, 14997: const    -0.000508
vwretd    0.565709
dtype: float64, 14998: const     0.190846
vwretd    9.578287
dtype: float64, 14999: const    -0.014611
vwretd    0.017370
dtype: float64, 15001: const    -0.007980
vwretd    1.147775
dtype: float64, 15002: const    -0.013317
vwretd    1.488073
dtype: float64, 15003: const     0.016794
vwretd    1.439664
dtype: float64, 15004: const    -0.000564
vwretd    0.672046
dtype: float64, 15006: const     0.006891
vwretd    0.780235
dtype: float64, 15007: const    -0.004373
vwretd    1.066282
dtype: float64, 15008: const    -0.012391
vwretd    0.895937
dtype: float64, 15009: const    -0.027841
vwretd    1.571455
dtype: float64, 15010: const    -0.308005
vwretd    4.213874
dtype: float64, 15011: const     0.003817
vwretd    0.228399
dtype: float64, 15013: const    -0.076968
vwretd   -0.338339
dtype: float64, 15014: const    -0.000977
vwretd    1.725038
dtype: float64, 15015: const    -0.022113
vwretd    1.358258
dtype: float64, 15016: const    -0.026853
vwretd    1.265084
dtype: float64, 15017: const     0.107979
vwretd    2.145209
dtype: float64, 15018: const     0.029106
vwretd    1.655146
dtype: float64, 15019: const    -0.012512
vwretd    0.070526
dtype: float64, 15020: const    -0.010728
vwretd    0.777101
dtype: float64, 15021: const    -0.000932
vwretd    0.147646
dtype: float64, 15022: const     0.001343
vwretd    1.525300
dtype: float64, 15023: const     0.000476
vwretd    1.094860
dtype: float64, 15024: const     0.051186
vwretd   -1.277795
dtype: float64, 15026: const     0.006002
vwretd    0.874101
dtype: float64, 15027: const     0.01484
vwretd   -0.27450
dtype: float64, 15028: const    -0.008922
vwretd    1.886087
dtype: float64, 15029: const    -0.029536
vwretd    5.768069
dtype: float64, 15030: const    -0.024483
vwretd    1.396985
dtype: float64, 15031: const    -0.006129
vwretd    1.560209
dtype: float64, 15032: const     0.000344
vwretd    0.388031
dtype: float64, 15033: const    -0.004744
vwretd    0.240684
dtype: float64, 15034: const    -0.002954
vwretd    1.991909
dtype: float64, 15035: const     0.013120
vwretd    0.679258
dtype: float64, 15036: const    -0.001828
vwretd    0.878349
dtype: float64, 15037: const    -0.001704
vwretd    0.987407
dtype: float64, 15038: const     0.000872
vwretd    0.255184
dtype: float64, 15039: const    -0.003834
vwretd    0.789364
dtype: float64, 15040: const     0.000441
vwretd    0.120508
dtype: float64, 15041: const    -0.005276
vwretd    1.462630
dtype: float64, 15042: const     0.002710
vwretd    1.743965
dtype: float64, 15043: const     0.022979
vwretd    1.226216
dtype: float64, 15044: const     0.006099
vwretd    0.938288
dtype: float64, 15045: const     0.021534
vwretd    3.693047
dtype: float64, 15046: const     0.000704
vwretd    0.809784
dtype: float64, 15047: const    -0.002997
vwretd    0.904429
dtype: float64, 15048: const    -0.014821
vwretd    1.194247
dtype: float64, 15049: const    -0.001415
vwretd    0.942391
dtype: float64, 15050: const     0.000551
vwretd    1.309716
dtype: float64, 15051: const     0.005464
vwretd   -0.462094
dtype: float64, 15052: const     0.005666
vwretd    0.884786
dtype: float64, 15053: const    -0.010553
vwretd    1.406608
dtype: float64, 15054: const    -0.004277
vwretd    1.141220
dtype: float64, 15055: const    -0.030713
vwretd    1.299276
dtype: float64, 15056: const    -0.002664
vwretd    1.236907
dtype: float64, 15057: const     0.008919
vwretd    0.359661
dtype: float64, 15058: const    -0.032889
vwretd    0.041345
dtype: float64, 15059: const    -0.007988
vwretd    1.419217
dtype: float64, 15060: const    -0.007294
vwretd    2.236100
dtype: float64, 15061: const    -0.061443
vwretd    1.788612
dtype: float64, 15062: const    -0.03026
vwretd    2.35599
dtype: float64, 15063: const    -0.003856
vwretd    0.419049
dtype: float64, 15064: const     0.001379
vwretd    0.980990
dtype: float64, 15065: const     0.004794
vwretd    1.006341
dtype: float64, 15066: const    -0.002220
vwretd    0.884674
dtype: float64, 15067: const     0.010571
vwretd    1.072118
dtype: float64, 15068: const    -0.015237
vwretd    0.965935
dtype: float64, 15069: const    -0.00087
vwretd    1.24410
dtype: float64, 15070: const     0.008341
vwretd    0.475431
dtype: float64, 15071: const    -0.002150
vwretd    1.531415
dtype: float64, 15072: const     0.007263
vwretd    1.326827
dtype: float64, 15073: const     0.001059
vwretd    0.043250
dtype: float64, 15074: const     0.046734
vwretd    0.595824
dtype: float64, 15075: const     0.023132
vwretd   -0.772792
dtype: float64, 15076: const     0.000804
vwretd    0.521449
dtype: float64, 15077: const     0.009024
vwretd    0.421011
dtype: float64, 15078: const     0.021317
vwretd    0.951092
dtype: float64, 15079: const     0.013410
vwretd    1.092832
dtype: float64, 15080: const     0.020878
vwretd    0.871669
dtype: float64, 15081: const     0.000246
vwretd    0.147348
dtype: float64, 15082: const    -0.007702
vwretd    1.556909
dtype: float64, 15083: const     0.019990
vwretd    1.133223
dtype: float64, 15084: const     0.012392
vwretd    1.213013
dtype: float64, 15085: const    -0.003199
vwretd    1.784986
dtype: float64, 15086: const     0.028956
vwretd   -0.326426
dtype: float64, 15087: const     0.000970
vwretd    0.796595
dtype: float64, 15088: const     0.04081
vwretd    1.48188
dtype: float64, 15089: const     0.016561
vwretd    1.413760
dtype: float64, 15090: const     0.037411
vwretd    0.006567
dtype: float64, 15091: const     0.004489
vwretd    1.289791
dtype: float64, 15092: const    -0.022316
vwretd    1.866016
dtype: float64, 15093: const     0.000639
vwretd    1.325819
dtype: float64, 15098: const    -0.006873
vwretd    1.147600
dtype: float64, 15099: const    -0.049974
vwretd    0.466046
dtype: float64, 15100: const    -0.000156
vwretd    0.534831
dtype: float64, 15101: const    -0.001547
vwretd    0.914847
dtype: float64, 15102: const    -0.001254
vwretd    0.945683
dtype: float64, 15103: const     0.001705
vwretd    0.016364
dtype: float64, 15104: const     0.000046
vwretd    0.112377
dtype: float64, 15105: const     0.006501
vwretd    2.244935
dtype: float64, 15106: const     0.005525
vwretd    1.983312
dtype: float64, 15107: const    -0.077909
vwretd    1.323952
dtype: float64, 15108: const     0.006556
vwretd    0.876588
dtype: float64, 15109: const    -0.000084
vwretd    0.931649
dtype: float64, 15110: const    -0.025249
vwretd    1.809130
dtype: float64, 15111: const    -0.001233
vwretd    1.111057
dtype: float64, 15112: const    -0.006684
vwretd    1.019679
dtype: float64, 15113: const     0.002581
vwretd    1.048799
dtype: float64, 15114: const    -0.008843
vwretd    1.320233
dtype: float64, 15115: const     0.017241
vwretd    0.066840
dtype: float64, 15116: const    -0.002206
vwretd    1.197318
dtype: float64, 15117: const     0.000969
vwretd    0.578207
dtype: float64, 15118: const    -0.003061
vwretd    0.818963
dtype: float64, 15119: const     0.017180
vwretd    1.152673
dtype: float64, 15120: const     0.055350
vwretd    0.183313
dtype: float64, 15121: const    -0.009075
vwretd    1.310396
dtype: float64, 15122: const    -0.008637
vwretd    2.157971
dtype: float64, 15123: const    -0.021733
vwretd    1.217090
dtype: float64, 15124: const    -0.001091
vwretd    0.955917
dtype: float64, 15125: const    -0.053288
vwretd    1.463528
dtype: float64, 15126: const    -0.090121
vwretd    2.979010
dtype: float64, 15127: const    -0.006600
vwretd    0.662016
dtype: float64, 15128: const    -0.007772
vwretd    1.584813
dtype: float64, 15129: const     0.002970
vwretd    1.453865
dtype: float64, 15130: const     0.018165
vwretd    0.925876
dtype: float64, 15131: const     0.001155
vwretd    1.646697
dtype: float64, 15132: const     0.047715
vwretd    3.848770
dtype: float64, 15133: const     0.000335
vwretd    0.440571
dtype: float64, 15134: const     0.005937
vwretd    3.498016
dtype: float64, 15135: const     0.005225
vwretd    0.940069
dtype: float64, 15136: const    -0.000454
vwretd    1.117046
dtype: float64, 15137: const     0.041916
vwretd    2.342770
dtype: float64, 15138: const    -0.012775
vwretd    1.441921
dtype: float64, 15139: const     0.007281
vwretd    1.858377
dtype: float64, 15140: const    -0.000288
vwretd    0.942775
dtype: float64, 15141: const    -0.119464
vwretd    2.396137
dtype: float64, 15142: const    -0.007698
vwretd    1.426922
dtype: float64, 15144: const    -0.003438
vwretd    0.407369
dtype: float64, 15145: const     0.003760
vwretd    1.148044
dtype: float64, 15146: const     0.000902
vwretd    1.277756
dtype: float64, 15147: const    -0.009201
vwretd    1.612251
dtype: float64, 15148: const    -0.007475
vwretd    1.304213
dtype: float64, 15149: const    -0.003719
vwretd    1.752656
dtype: float64, 15150: const    -0.002270
vwretd    1.574331
dtype: float64, 15151: const    -0.007429
vwretd    1.278422
dtype: float64, 15152: const    -0.000106
vwretd    0.775793
dtype: float64, 15153: const     0.000531
vwretd    1.038915
dtype: float64, 15154: const     0.000837
vwretd    0.837588
dtype: float64, 15155: const    -0.008213
vwretd    0.875470
dtype: float64, 15156: const     0.001570
vwretd    0.421808
dtype: float64, 15157: const     0.010115
vwretd    0.934200
dtype: float64, 15159: const    -0.006045
vwretd    0.303794
dtype: float64, 15160: const    -0.008093
vwretd    1.186444
dtype: float64, 15161: const    -0.002205
vwretd    0.776478
dtype: float64, 15162: const    -0.002007
vwretd    0.856971
dtype: float64, 15163: const    -0.002193
vwretd    0.759754
dtype: float64, 15164: const    -0.092327
vwretd    3.027897
dtype: float64, 15165: const     0.001700
vwretd    1.639485
dtype: float64, 15166: const     0.013858
vwretd    0.518965
dtype: float64, 15167: const    -0.009095
vwretd    1.633444
dtype: float64, 15168: const    -0.005109
vwretd    0.722019
dtype: float64, 15169: const     0.008867
vwretd    0.357901
dtype: float64, 15170: const     0.016686
vwretd    1.366529
dtype: float64, 15171: const     0.022950
vwretd    0.621959
dtype: float64, 15172: const    -0.072153
vwretd    1.644346
dtype: float64, 15173: const     0.002689
vwretd    1.612904
dtype: float64, 15175: const     0.004124
vwretd   -0.104322
dtype: float64, 15176: const     0.006438
vwretd    0.337025
dtype: float64, 15177: const    -0.068019
vwretd    1.202187
dtype: float64, 15178: const     0.000402
vwretd    0.729436
dtype: float64, 15180: const     0.002411
vwretd    0.869985
dtype: float64, 15181: const    -0.045983
vwretd    2.900334
dtype: float64, 15182: const     0.004601
vwretd    0.271262
dtype: float64, 15183: const     0.014486
vwretd    2.278354
dtype: float64, 15184: const    -0.028350
vwretd    1.596797
dtype: float64, 15186: const     0.007314
vwretd    1.929637
dtype: float64, 15187: const    -0.066711
vwretd    3.261541
dtype: float64, 15188: const    -0.270979
vwretd    0.638974
dtype: float64, 15189: const     0.000997
vwretd    0.194718
dtype: float64, 15190: const    -0.009878
vwretd    1.209887
dtype: float64, 15191: const     0.001131
vwretd    0.768972
dtype: float64, 15192: const    -0.001438
vwretd    0.669333
dtype: float64, 15193: const    -0.004590
vwretd    0.179967
dtype: float64, 15194: const    -0.000766
vwretd    0.594495
dtype: float64, 15195: const    -0.001581
vwretd    0.860241
dtype: float64, 15196: const    -0.005536
vwretd    1.557937
dtype: float64, 15197: const     0.011929
vwretd    0.790210
dtype: float64, 15198: const    -0.012566
vwretd    1.890638
dtype: float64, 15199: const    -0.003190
vwretd    0.785525
dtype: float64, 15200: const    -0.003459
vwretd    0.737624
dtype: float64, 15201: const     0.000017
vwretd    0.930963
dtype: float64, 15202: const     0.006040
vwretd    1.244939
dtype: float64, 15203: const     0.006012
vwretd    0.817580
dtype: float64, 15204: const     0.002076
vwretd    0.854566
dtype: float64, 15205: const     0.001070
vwretd    0.779018
dtype: float64, 15206: const     0.032605
vwretd    0.121178
dtype: float64, 15207: const    -0.038988
vwretd   -0.035226
dtype: float64, 15208: const     0.055443
vwretd    0.916627
dtype: float64, 15209: const    -0.163344
vwretd   -1.769149
dtype: float64, 15210: const     0.000718
vwretd    1.944451
dtype: float64, 15211: const     0.016007
vwretd    1.579600
dtype: float64, 15212: const    -0.002618
vwretd    1.049186
dtype: float64, 15213: const    -0.000481
vwretd    0.104032
dtype: float64, 15214: const    -0.003729
vwretd    1.227925
dtype: float64, 15215: const    -0.004088
vwretd    1.553249
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vwretd    1.467166
dtype: float64, 15217: const     0.058882
vwretd   -1.100807
dtype: float64, 15218: const    -0.022822
vwretd    0.048361
dtype: float64, 15219: const    -0.072275
vwretd    1.332534
dtype: float64, 15220: const     0.006503
vwretd    0.649079
dtype: float64, 15221: const     0.003571
vwretd    1.663769
dtype: float64, 15222: const     0.016348
vwretd    0.595213
dtype: float64, 15223: const     0.013755
vwretd   -2.522352
dtype: float64, 15224: const     0.019159
vwretd    1.658797
dtype: float64, 15225: const     0.205101
vwretd    1.386731
dtype: float64, 15226: const     0.001434
vwretd    0.631776
dtype: float64, 15227: const    -0.005168
vwretd    0.458238
dtype: float64, 15228: const    -0.002666
vwretd   -0.035969
dtype: float64, 15229: const     0.001208
vwretd    1.838468
dtype: float64, 15230: const    -0.031259
vwretd    0.355247
dtype: float64, 15231: const     0.012211
vwretd    1.067523
dtype: float64, 15232: const     0.014995
vwretd    0.085833
dtype: float64, 15233: const    -0.004239
vwretd    1.300106
dtype: float64, 15234: const    -0.004041
vwretd    0.481198
dtype: float64, 15235: const    -0.003477
vwretd    0.348181
dtype: float64, 15236: const    -0.001819
vwretd    0.490679
dtype: float64, 15237: const    -0.003996
vwretd    2.082894
dtype: float64, 15238: const     0.003827
vwretd    0.818710
dtype: float64, 15239: const     0.003066
vwretd    1.016492
dtype: float64, 15240: const    -0.008896
vwretd    0.943771
dtype: float64, 15241: const     0.012020
vwretd    0.790098
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vwretd    1.632701
dtype: float64, 15243: const    -0.006284
vwretd    0.816903
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vwretd    1.170277
dtype: float64, 15245: const    -0.001463
vwretd    1.826627
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vwretd    1.796782
dtype: float64, 15247: const    -0.000470
vwretd    0.565711
dtype: float64, 15248: const    -0.000457
vwretd    0.394117
dtype: float64, 15249: const     0.000833
vwretd    1.011106
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vwretd   -0.003382
dtype: float64, 15251: const     0.001506
vwretd    0.005790
dtype: float64, 15252: const     0.002025
vwretd    0.075830
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vwretd    1.238334
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vwretd    0.515016
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vwretd    0.056664
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vwretd    0.150213
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vwretd    0.117209
dtype: float64, 15258: const     0.001419
vwretd    0.038312
dtype: float64, 15259: const    -0.001092
vwretd    1.150818
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vwretd    1.041801
dtype: float64, 15261: const    -0.000945
vwretd    1.174479
dtype: float64, 15262: const    -0.006289
vwretd    1.027707
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vwretd    0.087582
dtype: float64, 15264: const    -0.002021
vwretd    1.442071
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vwretd    0.916867
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vwretd    0.069922
dtype: float64, 15267: const     0.000735
vwretd    1.147749
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vwretd    0.409441
dtype: float64, 15269: const    -0.034343
vwretd    2.061052
dtype: float64, 15270: const     0.000206
vwretd    1.293526
dtype: float64, 15271: const    -0.082137
vwretd    1.709497
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vwretd    1.123754
dtype: float64, 15273: const     0.021749
vwretd    2.044370
dtype: float64, 15274: const     0.011097
vwretd    0.459207
dtype: float64, 15275: const    -0.007518
vwretd    1.162990
dtype: float64, 15276: const     0.037433
vwretd   -0.595630
dtype: float64, 15277: const    -0.045690
vwretd   -0.132361
dtype: float64, 15278: const    -0.017590
vwretd    1.614133
dtype: float64, 15279: const    -0.007076
vwretd    1.250762
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vwretd   -0.013096
dtype: float64, 15281: const    -0.004100
vwretd    1.216348
dtype: float64, 15282: const     0.000598
vwretd    0.315437
dtype: float64, 15283: const     0.055681
vwretd    2.841526
dtype: float64, 15284: const     0.013683
vwretd    0.798881
dtype: float64, 15285: const     0.004046
vwretd    1.275059
dtype: float64, 15286: const    -0.027770
vwretd    1.438007
dtype: float64, 15287: const    -0.015748
vwretd    2.123232
dtype: float64, 15288: const     0.005770
vwretd    1.994908
dtype: float64, 15289: const     0.033578
vwretd    1.155756
dtype: float64, 15290: const    -0.094806
vwretd    2.346294
dtype: float64, 15291: const     0.025876
vwretd    1.846280
dtype: float64, 15292: const     0.022260
vwretd    0.461615
dtype: float64, 15293: const     0.013307
vwretd    0.944869
dtype: float64, 15294: const    -0.047011
vwretd    1.553245
dtype: float64, 15295: const     0.004862
vwretd    1.588569
dtype: float64, 15296: const     0.023227
vwretd    1.309010
dtype: float64, 15297: const    -0.087962
vwretd    1.275533
dtype: float64, 15298: const    -0.088756
vwretd    3.438361
dtype: float64, 15299: const    -0.006908
vwretd    1.085607
dtype: float64, 15300: const    -0.027474
vwretd    0.341306
dtype: float64, 15301: const    -0.020736
vwretd    1.975752
dtype: float64, 15302: const     0.006562
vwretd    0.074558
dtype: float64, 15303: const     0.025374
vwretd    1.130372
dtype: float64, 15304: const    -0.038052
vwretd    1.367193
dtype: float64, 15305: const    -0.002721
vwretd    1.094088
dtype: float64, 15306: const    -0.008276
vwretd    1.166245
dtype: float64, 15307: const     0.004406
vwretd    0.413651
dtype: float64, 15308: const    -0.004382
vwretd    0.571293
dtype: float64, 15310: const     0.018324
vwretd    0.449370
dtype: float64, 15311: const    -0.001979
vwretd    1.165759
dtype: float64, 15312: const    -0.011792
vwretd    1.354377
dtype: float64, 15313: const     0.015516
vwretd    1.024806
dtype: float64, 15314: const    -0.014777
vwretd    0.788635
dtype: float64, 15315: const     0.006871
vwretd    0.873155
dtype: float64, 15316: const    -0.002388
vwretd    0.944885
dtype: float64, 15317: const    -0.000532
vwretd    1.751341
dtype: float64, 15318: const     0.005335
vwretd    0.646537
dtype: float64, 15319: const    -0.003658
vwretd    0.859984
dtype: float64, 15320: const    -0.000522
vwretd    0.974830
dtype: float64, 15321: const    -0.001136
vwretd    1.110697
dtype: float64, 15322: const    -0.002051
vwretd    0.935839
dtype: float64, 15323: const     0.009829
vwretd    0.703478
dtype: float64, 15324: const    -0.052020
vwretd    0.678967
dtype: float64, 15325: const    -0.007048
vwretd    1.446621
dtype: float64, 15326: const     0.013684
vwretd    1.444809
dtype: float64, 15327: const    -0.025340
vwretd    2.996837
dtype: float64, 15328: const     0.002590
vwretd    0.833342
dtype: float64, 15329: const     0.001636
vwretd    0.894696
dtype: float64, 15330: const    -0.003586
vwretd    0.836941
dtype: float64, 15331: const     0.001321
vwretd    1.913185
dtype: float64, 15332: const     0.009522
vwretd    0.775525
dtype: float64, 15333: const    -0.014668
vwretd    1.785050
dtype: float64, 15334: const     0.012521
vwretd    1.600123
dtype: float64, 15335: const     0.072164
vwretd    1.392377
dtype: float64, 15336: const     0.007311
vwretd    1.024885
dtype: float64, 15337: const     0.000151
vwretd    1.405287
dtype: float64, 15338: const    -0.005663
vwretd    1.158711
dtype: float64, 15339: const     0.001031
vwretd    0.935372
dtype: float64, 15340: const     0.003294
vwretd    1.139667
dtype: float64, 15341: const    -0.000426
vwretd    1.097824
dtype: float64, 15342: const     0.010293
vwretd    1.651127
dtype: float64, 15343: const     0.008203
vwretd    0.644067
dtype: float64, 15344: const     0.026313
vwretd    1.358786
dtype: float64, 15345: const     0.022737
vwretd   -4.045059
dtype: float64, 15346: const    -0.028033
vwretd    4.749580
dtype: float64, 15347: const    -0.006119
vwretd   -3.177304
dtype: float64, 15348: const    -0.026696
vwretd    3.547215
dtype: float64, 15349: const    -0.004394
vwretd    1.121563
dtype: float64, 15350: const     0.000288
vwretd    1.023085
dtype: float64, 15351: const     0.004647
vwretd    1.878403
dtype: float64, 15352: const    -0.001690
vwretd    0.965208
dtype: float64, 15353: const    -0.005037
vwretd    0.916811
dtype: float64, 15354: const    -0.004256
vwretd    0.849707
dtype: float64, 15355: const    -0.003485
vwretd    0.548871
dtype: float64, 15356: const     0.000998
vwretd    0.424302
dtype: float64, 15357: const     0.016194
vwretd    1.486921
dtype: float64, 15358: const     0.023959
vwretd    1.937339
dtype: float64, 15359: const     0.000227
vwretd    0.737152
dtype: float64, 15360: const     0.000904
vwretd    0.524839
dtype: float64, 15361: const     0.009901
vwretd    2.337371
dtype: float64, 15362: const     0.002485
vwretd    0.003818
dtype: float64, 15363: const    -0.003638
vwretd    0.749494
dtype: float64, 15364: const    -0.007159
vwretd    2.406557
dtype: float64, 15365: const     0.005520
vwretd    0.734304
dtype: float64, 15366: const     0.001260
vwretd    1.050415
dtype: float64, 15367: const      0.102519
vwretd    13.836367
dtype: float64, 15368: const    -0.001021
vwretd    1.288289
dtype: float64, 15369: const     0.011041
vwretd    0.326542
dtype: float64, 15370: const     0.244110
vwretd    0.658711
dtype: float64, 15371: const     0.015959
vwretd    0.939968
dtype: float64, 15372: const    -0.076383
vwretd    0.809897
dtype: float64, 15373: const     0.002569
vwretd    0.384470
dtype: float64, 15374: const    -0.031716
vwretd    1.218136
dtype: float64, 15375: const    -0.080629
vwretd    1.737865
dtype: float64, 15376: const     0.004150
vwretd    1.336188
dtype: float64, 15377: const     0.025863
vwretd    0.171994
dtype: float64, 15378: const    -0.037052
vwretd    1.476766
dtype: float64, 15379: const    -0.053205
vwretd    1.600841
dtype: float64, 15380: const    -0.053408
vwretd    1.905014
dtype: float64, 15381: const    -0.064027
vwretd    0.126116
dtype: float64, 15382: const     0.007987
vwretd    0.372674
dtype: float64, 15383: const     0.007182
vwretd    2.128158
dtype: float64, 15384: const     0.019313
vwretd    0.105196
dtype: float64, 15385: const     0.012155
vwretd    0.959178
dtype: float64, 15386: const     0.000260
vwretd    0.340849
dtype: float64, 15387: const     0.019291
vwretd    4.985575
dtype: float64, 15388: const    -0.015324
vwretd   -5.364965
dtype: float64, 15389: const     0.000703
vwretd    0.778995
dtype: float64, 15390: const    -0.01989
vwretd    0.69102
dtype: float64, 15391: const    -0.014072
vwretd    1.724478
dtype: float64, 15392: const    -0.000694
vwretd    0.566711
dtype: float64, 15393: const     0.001208
vwretd    0.617804
dtype: float64, 15394: const     0.012146
vwretd    1.171429
dtype: float64, 15395: const     0.002687
vwretd    0.728312
dtype: float64, 15396: const    -0.017714
vwretd    2.188141
dtype: float64, 15397: const     0.012811
vwretd    1.479019
dtype: float64, 15398: const     0.021781
vwretd    1.988785
dtype: float64, 15399: const    -0.025443
vwretd    1.844343
dtype: float64, 15400: const    -0.002865
vwretd    1.019381
dtype: float64, 15401: const     0.016356
vwretd    0.663411
dtype: float64, 15402: const    -0.035489
vwretd    0.885056
dtype: float64, 15403: const    -0.031294
vwretd    0.748214
dtype: float64, 15404: const    -0.039483
vwretd    5.856599
dtype: float64, 15405: const     0.003449
vwretd    0.918506
dtype: float64, 15406: const     0.032563
vwretd    0.190205
dtype: float64, 15407: const    -0.009717
vwretd    1.262934
dtype: float64, 15408: const    -0.007657
vwretd    0.696826
dtype: float64, 15409: const     0.009803
vwretd    1.046415
dtype: float64, 15410: const     0.020182
vwretd    1.056446
dtype: float64, 15411: const     0.011583
vwretd    1.388622
dtype: float64, 15412: const     0.193767
vwretd   -5.223255
dtype: float64, 15413: const    -0.158007
vwretd    4.530490
dtype: float64, 15414: const    -0.020979
vwretd    1.738803
dtype: float64, 15415: const    -0.002242
vwretd    0.054845
dtype: float64, 15416: const    -0.004106
vwretd    1.097706
dtype: float64, 15417: const    -0.049853
vwretd    2.000841
dtype: float64, 15418: const    -0.155683
vwretd    1.972518
dtype: float64, 15419: const    -0.050462
vwretd    1.549001
dtype: float64, 15420: const     0.169938
vwretd   -1.247407
dtype: float64, 15421: const    -0.019551
vwretd    1.501377
dtype: float64, 15422: const     0.005159
vwretd    1.514478
dtype: float64, 15423: const     0.010008
vwretd    1.330457
dtype: float64, 15424: const    -0.033456
vwretd    1.110516
dtype: float64, 15425: const    -0.035388
vwretd    2.707038
dtype: float64, 15426: const     0.007518
vwretd   -0.078197
dtype: float64, 15427: const     0.004294
vwretd    0.782035
dtype: float64, 15428: const     0.009175
vwretd    0.341692
dtype: float64, 15429: const     0.044843
vwretd    0.902221
dtype: float64, 15430: const     0.025715
vwretd    0.421476
dtype: float64, 15431: const     0.034782
vwretd    2.411316
dtype: float64, 15432: const    -0.002324
vwretd    1.407871
dtype: float64, 15433: const    -0.000438
vwretd    1.125561
dtype: float64, 15434: const     0.026909
vwretd    0.747612
dtype: float64, 15435: const     0.006701
vwretd    0.949894
dtype: float64, 15436: const    -0.046783
vwretd   -0.318508
dtype: float64, 15437: const    -0.004662
vwretd    0.371939
dtype: float64, 15438: const    -0.030331
vwretd    3.989075
dtype: float64, 15439: const     0.004109
vwretd    0.245977
dtype: float64, 15440: const     0.019831
vwretd    1.477646
dtype: float64, 15441: const      0.142055
vwretd   -11.490980
dtype: float64, 15442: const     0.032725
vwretd   -4.334249
dtype: float64, 15443: const    -0.071531
vwretd   -0.183593
dtype: float64, 15444: const    -0.001868
vwretd    0.620170
dtype: float64, 15445: const    -0.000929
vwretd   -0.553408
dtype: float64, 15446: const    -0.096396
vwretd    1.402281
dtype: float64, 15447: const    -0.018924
vwretd    1.094155
dtype: float64, 15448: const     0.001820
vwretd    1.613521
dtype: float64, 15449: const    -0.005763
vwretd    0.987960
dtype: float64, 15450: const    -0.006588
vwretd    1.216599
dtype: float64, 15451: const     0.029183
vwretd    2.755603
dtype: float64, 15452: const     0.010136
vwretd    1.615322
dtype: float64, 15453: const    -0.000594
vwretd    0.822632
dtype: float64, 15454: const     0.006863
vwretd    1.351993
dtype: float64, 15455: const    -0.007427
vwretd    1.251209
dtype: float64, 15456: const     0.001768
vwretd    0.862330
dtype: float64, 15457: const     0.008455
vwretd    1.011955
dtype: float64, 15458: const     0.003887
vwretd    0.643998
dtype: float64, 15459: const    -0.014665
vwretd    0.912285
dtype: float64, 15460: const     0.000518
vwretd    0.571426
dtype: float64, 15461: const    -0.003305
vwretd    0.823969
dtype: float64, 15462: const    -0.003679
vwretd    0.873751
dtype: float64, 15463: const    -0.002706
vwretd    1.344392
dtype: float64, 15464: const     0.000852
vwretd    1.741785
dtype: float64, 15465: const     0.005169
vwretd    1.065277
dtype: float64, 15466: const    -0.009558
vwretd    2.297279
dtype: float64, 15467: const     0.020595
vwretd    0.454150
dtype: float64, 15468: const    -0.006469
vwretd    0.881315
dtype: float64, 15469: const     0.003257
vwretd    0.475916
dtype: float64, 15470: const     0.008334
vwretd   -3.058818
dtype: float64, 15471: const    -0.018840
vwretd    3.404159
dtype: float64, 15472: const     0.006562
vwretd    0.507254
dtype: float64, 15473: const    -0.006554
vwretd    1.459436
dtype: float64, 15474: const     0.017160
vwretd   -3.243647
dtype: float64, 15475: const    -0.042473
vwretd    4.249512
dtype: float64, 15476: const     0.000467
vwretd    0.657735
dtype: float64, 15477: const     0.000268
vwretd    0.950889
dtype: float64, 15478: const     0.000524
vwretd    1.279195
dtype: float64, 15479: const    -0.002158
vwretd    1.135722
dtype: float64, 15480: const    -0.001238
vwretd    1.112901
dtype: float64, 15481: const     0.007929
vwretd    2.780842
dtype: float64, 15482: const    -0.001947
vwretd    1.704666
dtype: float64, 15483: const     0.000748
vwretd    0.777277
dtype: float64, 15484: const     0.001066
vwretd    0.585833
dtype: float64, 15485: const     0.019892
vwretd    2.269662
dtype: float64, 15486: const    -0.048408
vwretd    1.351933
dtype: float64, 15487: const    -0.023710
vwretd    1.751973
dtype: float64, 15488: const     0.000468
vwretd    1.270553
dtype: float64, 15489: const    -0.019978
vwretd    1.938749
dtype: float64, 15490: const     0.008480
vwretd    1.001204
dtype: float64, 15491: const    -0.016831
vwretd    1.051497
dtype: float64, 15492: const    -0.003739
vwretd    0.991236
dtype: float64, 15493: const     0.005403
vwretd    1.413109
dtype: float64, 15494: const     0.020797
vwretd    1.191950
dtype: float64, 15495: const     0.001682
vwretd    0.878266
dtype: float64, 15496: const    -0.029439
vwretd    1.122317
dtype: float64, 15497: const    -0.010289
vwretd    1.204230
dtype: float64, 15498: const     0.003137
vwretd    0.994955
dtype: float64, 15499: const    -0.002648
vwretd    1.727052
dtype: float64, 15500: const     0.059980
vwretd    0.125357
dtype: float64, 15501: const    -0.009583
vwretd    2.222391
dtype: float64, 15502: const    -0.012853
vwretd    0.816966
dtype: float64, 15503: const    -0.000470
vwretd    1.116242
dtype: float64, 15504: const     0.000034
vwretd    1.055378
dtype: float64, 15505: const     0.004856
vwretd    1.018317
dtype: float64, 15506: const     0.034666
vwretd    1.349381
dtype: float64, 15507: const    -0.001913
vwretd    0.182411
dtype: float64, 15508: const    -0.023601
vwretd    2.207671
dtype: float64, 15509: const     0.003777
vwretd    0.280142
dtype: float64, 15510: const    -0.03288
vwretd    0.43111
dtype: float64, 15514: const     0.008678
vwretd    1.719894
dtype: float64, 15523: const     0.031154
vwretd   -0.973245
dtype: float64, 15525: const    -0.006946
vwretd    0.780297
dtype: float64, 15526: const     0.018794
vwretd   -0.020916
dtype: float64, 15527: const     0.003408
vwretd    1.515285
dtype: float64, 15528: const     0.002603
vwretd    1.384101
dtype: float64, 15529: const     0.005429
vwretd    0.562095
dtype: float64, 15530: const     0.004691
vwretd    1.857756
dtype: float64, 15531: const    -0.046324
vwretd    1.477043
dtype: float64, 15532: const     0.053602
vwretd   -1.216236
dtype: float64, 15533: const     0.012685
vwretd    1.671847
dtype: float64, 15534: const     0.020560
vwretd    1.485437
dtype: float64, 15535: const     0.006808
vwretd    0.975935
dtype: float64, 15536: const     0.004452
vwretd    0.743538
dtype: float64, 15537: const     0.005977
vwretd    0.827828
dtype: float64, 15538: const    -0.018482
vwretd   -0.340862
dtype: float64, 15539: const     0.000446
vwretd    0.646310
dtype: float64, 15540: const     0.013786
vwretd    1.737931
dtype: float64, 15541: const     0.008699
vwretd    1.129441
dtype: float64, 15542: const     0.018662
vwretd   -0.976168
dtype: float64, 15543: const    -0.019304
vwretd    1.551391
dtype: float64, 15544: const     0.001213
vwretd    1.102871
dtype: float64, 15545: const     0.268214
vwretd   -0.473020
dtype: float64, 15546: const     0.001477
vwretd    1.597134
dtype: float64, 15547: const     0.009971
vwretd    0.167656
dtype: float64, 15550: const    -0.005989
vwretd    0.984188
dtype: float64, 15551: const    -0.008553
vwretd    0.889962
dtype: float64, 15552: const    -0.054428
vwretd    0.821204
dtype: float64, 15553: const     0.008448
vwretd    0.411532
dtype: float64, 15554: const    -0.001291
vwretd    0.877494
dtype: float64, 15555: const    -0.004022
vwretd    1.328562
dtype: float64, 15556: const    -0.003123
vwretd    1.255394
dtype: float64, 15557: const    -0.002295
vwretd    0.854673
dtype: float64, 15558: const    -0.003314
vwretd    0.679200
dtype: float64, 15559: const    -0.003478
vwretd    0.779625
dtype: float64, 15560: const    -0.000489
vwretd    1.751364
dtype: float64, 15561: const    -0.003358
vwretd   -0.055951
dtype: float64, 15562: const    -0.001487
vwretd    0.781143
dtype: float64, 15563: const    -0.000261
vwretd    0.372000
dtype: float64, 15564: const    -0.002859
vwretd    0.439546
dtype: float64, 15565: const    -0.000406
vwretd    0.598602
dtype: float64, 15566: const     0.000931
vwretd    0.734624
dtype: float64, 15567: const     0.002709
vwretd    0.287393
dtype: float64, 15568: const    -0.007304
vwretd    0.574078
dtype: float64, 15569: const    -0.006787
vwretd    0.741943
dtype: float64, 15570: const    -0.004668
vwretd    0.822682
dtype: float64, 15571: const    -0.000543
vwretd    0.802079
dtype: float64, 15572: const    -0.000913
vwretd    0.665879
dtype: float64, 15573: const    -0.002857
vwretd    0.901235
dtype: float64, 15574: const     0.001217
vwretd    0.548216
dtype: float64, 15575: const     0.002643
vwretd    0.521399
dtype: float64, 15576: const    -0.002358
vwretd    0.806578
dtype: float64, 15577: const    -0.039273
vwretd    1.642600
dtype: float64, 15578: const    -0.002339
vwretd    0.805778
dtype: float64, 15579: const     0.002948
vwretd    1.962604
dtype: float64, 15580: const     0.002679
vwretd    0.884300
dtype: float64, 15581: const     0.000916
vwretd    0.190276
dtype: float64, 15582: const     0.007216
vwretd    0.783252
dtype: float64, 15583: const    -0.000526
vwretd    0.530356
dtype: float64, 15584: const    -0.018516
vwretd    2.767293
dtype: float64, 15585: const     0.008458
vwretd    0.934233
dtype: float64, 15586: const     0.007140
vwretd    1.214065
dtype: float64, 15587: const     0.001899
vwretd    0.801100
dtype: float64, 15588: const     0.003590
vwretd    1.166181
dtype: float64, 15590: const    -0.033771
vwretd    1.371460
dtype: float64, 15591: const     0.001423
vwretd    1.027793
dtype: float64, 15592: const    -0.004213
vwretd    1.129490
dtype: float64, 15593: const    -0.000958
vwretd    0.166166
dtype: float64, 15594: const     0.002936
vwretd    0.466643
dtype: float64, 15595: const     0.017321
vwretd    0.428969
dtype: float64, 15596: const    -0.016218
vwretd    0.384389
dtype: float64, 15597: const     0.015575
vwretd    0.949534
dtype: float64, 15598: const    -0.008703
vwretd    0.735331
dtype: float64, 15599: const     0.003973
vwretd    1.874127
dtype: float64, 15600: const     0.025550
vwretd   -0.154836
dtype: float64, 15601: const    -0.003328
vwretd    0.775626
dtype: float64, 15602: const    -0.005626
vwretd    0.990804
dtype: float64, 15603: const     0.004327
vwretd    0.744989
dtype: float64, 15604: const     0.006690
vwretd    0.504089
dtype: float64, 15605: const    -0.002513
vwretd    0.745720
dtype: float64, 15606: const     0.007888
vwretd    0.272288
dtype: float64, 15607: const     0.004001
vwretd    0.396377
dtype: float64, 15608: const     0.004605
vwretd    1.520467
dtype: float64, 15610: const    -0.002096
vwretd    0.727387
dtype: float64, 15611: const     0.000577
vwretd    0.650262
dtype: float64, 15612: const     0.027899
vwretd   -4.642906
dtype: float64, 15613: const    -0.008736
vwretd    3.320390
dtype: float64, 15614: const     0.009180
vwretd   -4.353286
dtype: float64, 15615: const     0.001167
vwretd    3.856826
dtype: float64, 15616: const     0.005299
vwretd    0.496874
dtype: float64, 15617: const     0.009980
vwretd    0.679353
dtype: float64, 15618: const    -0.000168
vwretd    0.259492
dtype: float64, 15619: const     0.003338
vwretd    0.438784
dtype: float64, 15620: const     0.002559
vwretd    0.647309
dtype: float64, 15621: const     0.003069
vwretd    0.282548
dtype: float64, 15622: const    -0.004292
vwretd    0.749690
dtype: float64, 15623: const     0.011868
vwretd    0.741730
dtype: float64, 15624: const     0.007076
vwretd    0.864351
dtype: float64, 15625: const    -0.043540
vwretd    0.987165
dtype: float64, 15626: const    -0.000013
vwretd    1.123012
dtype: float64, 15627: const     0.014936
vwretd    1.255103
dtype: float64, 15628: const    -0.007298
vwretd    0.889402
dtype: float64, 15629: const     0.000308
vwretd    0.100453
dtype: float64, 15630: const     0.012585
vwretd    1.994486
dtype: float64, 15631: const    -0.076523
vwretd    0.930971
dtype: float64, 15632: const     0.008560
vwretd    0.784818
dtype: float64, 15633: const    -0.076550
vwretd    0.136255
dtype: float64, 15634: const    -0.003553
vwretd    0.806496
dtype: float64, 15635: const    -0.003341
vwretd    0.849730
dtype: float64, 15636: const    -0.016520
vwretd    0.889273
dtype: float64, 15637: const     0.004862
vwretd    0.054783
dtype: float64, 15638: const     0.033853
vwretd    0.627700
dtype: float64, 15639: const    -0.001685
vwretd    1.516419
dtype: float64, 15640: const     0.014923
vwretd    0.774704
dtype: float64, 15641: const     0.026678
vwretd    0.933527
dtype: float64, 15642: const    -0.042337
vwretd    1.214881
dtype: float64, 15643: const     0.016637
vwretd    2.265144
dtype: float64, 15644: const    -0.045940
vwretd    1.964959
dtype: float64, 15645: const    -0.05403
vwretd    1.27868
dtype: float64, 15646: const    -0.018708
vwretd    2.056383
dtype: float64, 15647: const     0.002971
vwretd    1.637032
dtype: float64, 15648: const    -0.008034
vwretd    1.562289
dtype: float64, 15649: const     0.001102
vwretd    0.881978
dtype: float64, 15650: const     0.011219
vwretd    0.809345
dtype: float64, 15651: const     0.010966
vwretd    0.836670
dtype: float64, 15652: const     0.001307
vwretd    0.084733
dtype: float64, 15653: const    -0.010321
vwretd    0.379384
dtype: float64, 15654: const    -0.004641
vwretd    1.864572
dtype: float64, 15655: const    -0.001865
vwretd    0.391273
dtype: float64, 15656: const    -0.092503
vwretd    1.765818
dtype: float64, 15657: const    -0.000734
vwretd    0.997704
dtype: float64, 15658: const     0.013534
vwretd    1.088453
dtype: float64, 15659: const     0.001730
vwretd    1.009945
dtype: float64, 15660: const     0.034107
vwretd    1.028831
dtype: float64, 15662: const    -0.053055
vwretd    1.226269
dtype: float64, 15663: const     0.003912
vwretd    0.491295
dtype: float64, 15664: const    -0.024447
vwretd    1.326075
dtype: float64, 15665: const    -0.008512
vwretd    2.557398
dtype: float64, 15666: const    -0.000267
vwretd    0.401859
dtype: float64, 15667: const     0.007053
vwretd    0.701701
dtype: float64, 15668: const    -0.021910
vwretd    0.277828
dtype: float64, 15669: const     0.055530
vwretd   -4.283484
dtype: float64, 15670: const    -0.046850
vwretd    3.291584
dtype: float64, 15671: const    -0.008825
vwretd   -2.690833
dtype: float64, 15672: const    -0.001864
vwretd    2.246834
dtype: float64, 15673: const    -0.001844
vwretd    0.878246
dtype: float64, 15674: const    -0.006291
vwretd    1.137125
dtype: float64, 15675: const     0.004775
vwretd    0.910602
dtype: float64, 15676: const     0.012809
vwretd    1.118557
dtype: float64, 15677: const    -0.002628
vwretd    0.714040
dtype: float64, 15678: const     0.000723
vwretd    0.964454
dtype: float64, 15679: const    -0.001610
vwretd    0.651302
dtype: float64, 15680: const     0.005265
vwretd    0.523163
dtype: float64, 15681: const     0.000959
vwretd    0.012157
dtype: float64, 15682: const     0.000522
vwretd    0.026550
dtype: float64, 15683: const     0.001607
vwretd    1.410748
dtype: float64, 15684: const     0.009903
vwretd    1.409113
dtype: float64, 15685: const     0.000337
vwretd    0.949770
dtype: float64, 15686: const     0.00064
vwretd    1.00029
dtype: float64, 15687: const    -0.000630
vwretd    1.082376
dtype: float64, 15688: const    -0.003040
vwretd    1.217657
dtype: float64, 15689: const    -0.000005
vwretd    1.111041
dtype: float64, 15690: const     0.002307
vwretd    0.768754
dtype: float64, 15691: const     0.001403
vwretd    0.746548
dtype: float64, 15692: const     0.023999
vwretd    1.002899
dtype: float64, 15693: const     0.003873
vwretd    1.159362
dtype: float64, 15694: const     0.022281
vwretd    0.548876
dtype: float64, 15695: const    -0.004853
vwretd    0.897432
dtype: float64, 15696: const    -0.000329
vwretd    0.944454
dtype: float64, 15697: const     0.000387
vwretd    1.029575
dtype: float64, 15698: const     0.001113
vwretd    0.969072
dtype: float64, 15699: const     0.001158
vwretd    0.964815
dtype: float64, 15700: const     0.012928
vwretd   -0.003669
dtype: float64, 15701: const    -0.008131
vwretd    1.468313
dtype: float64, 15702: const    -0.001907
vwretd    0.858242
dtype: float64, 15703: const     0.006356
vwretd    2.009761
dtype: float64, 15704: const     0.003949
vwretd    1.982482
dtype: float64, 15705: const     0.035982
vwretd   -0.243882
dtype: float64, 15707: const    -0.000303
vwretd    1.210118
dtype: float64, 15708: const     0.009929
vwretd    0.863829
dtype: float64, 15709: const     0.006692
vwretd    0.794170
dtype: float64, 15710: const     0.00023
vwretd    0.38716
dtype: float64, 15711: const     0.032548
vwretd   -0.175336
dtype: float64, 15712: const     0.000625
vwretd    1.720230
dtype: float64, 15713: const     0.026015
vwretd    0.623529
dtype: float64, 15714: const    -0.002824
vwretd    0.773733
dtype: float64, 15715: const    -0.010371
vwretd    1.074159
dtype: float64, 15716: const     0.002465
vwretd    0.171245
dtype: float64, 15717: const     0.001072
vwretd   -0.009148
dtype: float64, 15718: const     0.000817
vwretd    0.479105
dtype: float64, 15719: const     0.001987
vwretd    0.878273
dtype: float64, 15720: const     0.004114
vwretd    0.617256
dtype: float64, 15721: const     0.000590
vwretd    1.364089
dtype: float64, 15722: const     0.002191
vwretd    0.612427
dtype: float64, 15723: const     0.009898
vwretd   -0.694793
dtype: float64, 15724: const     0.003871
vwretd    1.375480
dtype: float64, 15725: const     0.003866
vwretd    0.891930
dtype: float64, 15726: const    -0.000607
vwretd    1.162174
dtype: float64, 15727: const     0.009826
vwretd    0.541575
dtype: float64, 15728: const     0.002906
vwretd    0.424382
dtype: float64, 15729: const     0.004235
vwretd    1.299147
dtype: float64, 15730: const    -0.006249
vwretd    0.803794
dtype: float64, 15731: const    -0.001219
vwretd    0.987407
dtype: float64, 15732: const    -0.001245
vwretd    0.784756
dtype: float64, 15733: const     0.006402
vwretd    0.404620
dtype: float64, 15734: const    -0.024802
vwretd    2.570423
dtype: float64, 15735: const     0.014134
vwretd    0.949283
dtype: float64, 15739: const    -0.000634
vwretd    1.526780
dtype: float64, 15747: const    -0.000577
vwretd    1.402094
dtype: float64, 15748: const     0.000666
vwretd    0.926733
dtype: float64, 15755: const    -0.001340
vwretd    1.032177
dtype: float64, 15756: const     0.016474
vwretd    0.570267
dtype: float64, 15763: const     0.001187
vwretd    1.148088
dtype: float64, 15764: const     0.001316
vwretd    0.500237
dtype: float64, 15771: const    -0.008591
vwretd    2.253977
dtype: float64, 15772: const    -0.005305
vwretd    0.559348
dtype: float64, 15774: const     0.003847
vwretd    0.967285
dtype: float64, 15775: const     0.024335
vwretd    0.852320
dtype: float64, 15776: const     0.021245
vwretd    0.776337
dtype: float64, 15777: const    -0.001222
vwretd    1.281702
dtype: float64, 15778: const    -0.010853
vwretd    0.996290
dtype: float64, 15779: const    -0.016683
vwretd    0.488637
dtype: float64, 15780: const     0.068266
vwretd   -0.291185
dtype: float64, 15781: const    -0.003515
vwretd    1.118338
dtype: float64, 15782: const     0.011865
vwretd    1.476277
dtype: float64, 15783: const     0.003137
vwretd    0.082398
dtype: float64, 15784: const     0.001579
vwretd    2.412769
dtype: float64, 15785: const     0.007581
vwretd    0.662271
dtype: float64, 15786: const     0.039994
vwretd    0.190450
dtype: float64, 15787: const    -0.033346
vwretd    1.178826
dtype: float64, 15788: const     0.069586
vwretd    1.468392
dtype: float64, 15789: const     0.029520
vwretd    0.877865
dtype: float64, 15790: const     0.008558
vwretd    0.395927
dtype: float64, 15791: const    -0.063338
vwretd    1.174668
dtype: float64, 15792: const     0.008380
vwretd   -0.277155
dtype: float64, 15793: const    -0.019072
vwretd    0.643759
dtype: float64, 15794: const    -0.015803
vwretd    1.682008
dtype: float64, 15795: const     0.004581
vwretd    2.769517
dtype: float64, 15796: const     0.027193
vwretd   -0.435120
dtype: float64, 15797: const     0.021377
vwretd    0.568060
dtype: float64, 15798: const    -0.001646
vwretd    1.448574
dtype: float64, 15799: const     0.034915
vwretd    1.839829
dtype: float64, 15800: const    -0.007602
vwretd    1.137219
dtype: float64, 15801: const     0.000196
vwretd    0.429265
dtype: float64, 15802: const    -0.001146
vwretd    1.071908
dtype: float64, 15814: const    -0.000376
vwretd    1.003738
dtype: float64, 15815: const    -0.003523
vwretd    0.808708
dtype: float64, 15816: const     0.000636
vwretd    0.876126
dtype: float64, 15817: const     0.000288
vwretd    1.091665
dtype: float64, 15818: const    -0.003203
vwretd    0.766849
dtype: float64, 15819: const     0.000338
vwretd    1.422338
dtype: float64, 15820: const     0.000994
vwretd    0.926468
dtype: float64, 15821: const    -0.001400
vwretd    0.777224
dtype: float64, 15822: const    -0.002969
vwretd    0.792181
dtype: float64, 15823: const    -0.002770
vwretd    0.849163
dtype: float64, 15824: const     0.026237
vwretd    0.105968
dtype: float64, 15825: const     0.002978
vwretd   -0.047035
dtype: float64, 15826: const     0.014350
vwretd    2.462294
dtype: float64, 15827: const     0.003279
vwretd    1.082320
dtype: float64, 15828: const    -0.005644
vwretd    1.032353
dtype: float64, 15829: const     0.053245
vwretd    0.299208
dtype: float64, 15830: const    -0.002318
vwretd    0.803478
dtype: float64, 15831: const     0.058700
vwretd    1.895039
dtype: float64, 15832: const     0.002245
vwretd   -0.045910
dtype: float64, 15833: const    -0.002254
vwretd    1.720817
dtype: float64, 15834: const    -0.137224
vwretd    0.116363
dtype: float64, 15835: const     0.002131
vwretd    1.032100
dtype: float64, 15836: const    -0.009504
vwretd    1.400096
dtype: float64, 15837: const    -0.014593
vwretd    1.126820
dtype: float64, 15838: const     0.000220
vwretd    0.859483
dtype: float64, 15839: const     0.001290
vwretd    0.778815
dtype: float64, 15840: const     0.009810
vwretd    0.504865
dtype: float64, 15841: const     0.012639
vwretd    0.532173
dtype: float64, 15842: const    -0.004007
vwretd    0.716144
dtype: float64, 15843: const     0.000584
vwretd    1.236434
dtype: float64, 15844: const    -0.035083
vwretd    0.585722
dtype: float64, 15845: const     0.000429
vwretd    0.986415
dtype: float64, 15846: const    -0.034917
vwretd    2.061683
dtype: float64, 15847: const     0.025505
vwretd    1.227456
dtype: float64, 15848: const    -0.007549
vwretd    3.068551
dtype: float64, 15849: const     0.026406
vwretd    1.214575
dtype: float64, 15850: const     0.013589
vwretd    0.921640
dtype: float64, 15851: const     0.015378
vwretd    1.160105
dtype: float64, 15853: const    -0.004663
vwretd    1.533528
dtype: float64, 15854: const    -0.022688
vwretd    0.629538
dtype: float64, 15855: const    -0.001127
vwretd    0.916866
dtype: float64, 15856: const     0.002424
vwretd    1.013585
dtype: float64, 15857: const     0.030672
vwretd   -0.673936
dtype: float64, 15858: const     -0.563201
vwretd    52.020615
dtype: float64, 15859: const     0.000072
vwretd    0.381302
dtype: float64, 15860: const     0.004862
vwretd    0.332463
dtype: float64, 15862: const     0.001114
vwretd    2.360247
dtype: float64, 15863: const    -0.007733
vwretd    1.865575
dtype: float64, 15878: const     0.035337
vwretd   -0.040927
dtype: float64, 15879: const     0.009225
vwretd    1.090494
dtype: float64, 15880: const    -0.000157
vwretd    1.007255
dtype: float64, 15881: const     0.120630
vwretd   -5.746445
dtype: float64, 15882: const     0.031489
vwretd   -4.581887
dtype: float64, 15883: const     0.012246
vwretd   -3.489941
dtype: float64, 15884: const    -0.028199
vwretd    1.679881
dtype: float64, 15885: const    -0.004063
vwretd    0.846844
dtype: float64, 15886: const     0.007960
vwretd    0.766154
dtype: float64, 15887: const     0.000805
vwretd    0.691053
dtype: float64, 15888: const     0.000548
vwretd    1.094464
dtype: float64, 15889: const     0.000829
vwretd    0.958964
dtype: float64, 15890: const    -0.001257
vwretd    1.072989
dtype: float64, 15891: const     0.000370
vwretd    1.111349
dtype: float64, 15892: const     0.001345
vwretd    0.968460
dtype: float64, 15894: const     0.002921
vwretd    0.859843
dtype: float64, 15895: const    -0.153428
vwretd    1.693007
dtype: float64, 15896: const    -0.014838
vwretd    0.427858
dtype: float64, 15897: const    -0.001973
vwretd    0.237335
dtype: float64, 15898: const     0.000192
vwretd    0.661968
dtype: float64, 15899: const    -0.005767
vwretd    1.020183
dtype: float64, 15900: const    -0.001174
vwretd    0.706725
dtype: float64, 15901: const    -0.000199
vwretd    0.574376
dtype: float64, 15902: const    -0.058533
vwretd    1.764179
dtype: float64, 15903: const     0.000472
vwretd    0.740070
dtype: float64, 15904: const    -0.050700
vwretd    2.364971
dtype: float64, 15905: const    -0.025943
vwretd    3.576724
dtype: float64, 15906: const     0.002598
vwretd    0.768722
dtype: float64, 15907: const     0.000283
vwretd    1.441798
dtype: float64, 15908: const     0.014993
vwretd    1.527425
dtype: float64, 15909: const     0.019908
vwretd    0.865615
dtype: float64, 15910: const    -0.002040
vwretd    1.024842
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vwretd    1.011414
dtype: float64, 15912: const     0.001589
vwretd    0.220303
dtype: float64, 15913: const     0.066342
vwretd    1.443491
dtype: float64, 15914: const     0.056726
vwretd    2.935955
dtype: float64, 15915: const    -0.007044
vwretd    1.929912
dtype: float64, 15916: const     0.042294
vwretd   -0.648841
dtype: float64, 15917: const    -0.002007
vwretd    0.726508
dtype: float64, 15918: const    -0.000068
vwretd    0.103208
dtype: float64, 15919: const    -0.000418
vwretd    1.133603
dtype: float64, 15920: const     0.006484
vwretd    0.661425
dtype: float64, 15921: const    -0.001034
vwretd    2.016717
dtype: float64, 15922: const    -0.001472
vwretd    0.019837
dtype: float64, 15923: const     0.006050
vwretd    0.862812
dtype: float64, 15924: const     0.007274
vwretd    0.632886
dtype: float64, 15925: const     0.002251
vwretd    0.007881
dtype: float64, 15927: const    -0.005043
vwretd    1.338221
dtype: float64, 15928: const    -0.010577
vwretd    0.963530
dtype: float64, 15929: const    -0.000747
vwretd    2.340629
dtype: float64, 15930: const    -0.001286
vwretd    0.612758
dtype: float64, 15931: const     0.003965
vwretd   -0.129267
dtype: float64, 15932: const    -0.044936
vwretd    0.728303
dtype: float64, 15934: const     0.105106
vwretd    0.172704
dtype: float64, 15936: const     0.032021
vwretd    0.857426
dtype: float64, 15937: const    -0.002466
vwretd    1.981723
dtype: float64, 15943: const     0.014467
vwretd    2.695903
dtype: float64, 15945: const    -0.001036
vwretd    1.172830
dtype: float64, 15946: const    -0.003116
vwretd    1.290508
dtype: float64, 15948: const     0.005150
vwretd    0.755108
dtype: float64, 15950: const    -0.002009
vwretd    0.500539
dtype: float64, 15955: const    -0.023641
vwretd    1.000666
dtype: float64, 15956: const    -0.043871
vwretd    2.283519
dtype: float64, 15957: const    -0.005381
vwretd    0.831661
dtype: float64, 15958: const     0.007088
vwretd    0.135606
dtype: float64, 15959: const    -0.003215
vwretd    1.502704
dtype: float64, 15960: const    -0.021260
vwretd    1.127404
dtype: float64, 15961: const    -0.024961
vwretd    1.297411
dtype: float64, 15962: const     0.000244
vwretd    0.194702
dtype: float64, 15965: const     0.000649
vwretd    0.825054
dtype: float64, 15966: const     0.002583
vwretd    0.947875
dtype: float64, 15967: const     0.032736
vwretd    1.806078
dtype: float64, 15969: const     0.006502
vwretd    0.961046
dtype: float64, 15970: const    -0.062032
vwretd    2.725448
dtype: float64, 15971: const    -0.026562
vwretd    2.067486
dtype: float64, 15972: const     0.002437
vwretd    0.916985
dtype: float64, 15973: const    -0.000202
vwretd    1.152698
dtype: float64, 15974: const     0.002496
vwretd    0.875643
dtype: float64, 15975: const    -0.001895
vwretd    1.475440
dtype: float64, 15976: const     0.015540
vwretd    1.127123
dtype: float64, 15977: const    -0.00119
vwretd    0.75449
dtype: float64, 15978: const     0.012783
vwretd    1.198366
dtype: float64, 15979: const    -0.002159
vwretd    0.803484
dtype: float64, 15980: const    -0.018267
vwretd    1.447608
dtype: float64, 15981: const     0.002929
vwretd    0.863467
dtype: float64, 15982: const    -0.011902
vwretd   -0.247921
dtype: float64, 15983: const     0.035840
vwretd    1.078204
dtype: float64, 15984: const    -0.005999
vwretd    1.096638
dtype: float64, 15985: const    -0.002940
vwretd    0.907705
dtype: float64, 15986: const    -0.002214
vwretd    0.620401
dtype: float64, 15987: const    -0.004021
vwretd    1.563827
dtype: float64, 15988: const    -0.001738
vwretd    1.100030
dtype: float64, 15989: const     0.002418
vwretd    0.497603
dtype: float64, 15990: const     0.001989
vwretd    1.123788
dtype: float64, 15991: const     0.004857
vwretd    1.622146
dtype: float64, 15992: const     0.001505
vwretd    0.556249
dtype: float64, 15993: const    -0.000614
vwretd    1.151720
dtype: float64, 15994: const    -0.002051
vwretd    1.006744
dtype: float64, 15995: const     0.013491
vwretd    1.184158
dtype: float64, 15996: const     0.002787
vwretd    0.918604
dtype: float64, 15997: const     0.002616
vwretd    0.941186
dtype: float64, 15998: const    -0.005656
vwretd    1.162970
dtype: float64, 15999: const    -0.006555
vwretd    1.298771
dtype: float64, 16000: const    -0.005722
vwretd    1.164904
dtype: float64, 16001: const     0.026861
vwretd    1.492159
dtype: float64, 16002: const     0.053101
vwretd    1.279554
dtype: float64, 16003: const    -0.035024
vwretd    0.766844
dtype: float64, 16004: const    -0.030110
vwretd    2.121773
dtype: float64, 16005: const    -0.018229
vwretd    1.734408
dtype: float64, 16006: const     0.000841
vwretd    0.997870
dtype: float64, 16007: const     0.00306
vwretd    1.74961
dtype: float64, 16008: const     0.004791
vwretd    0.714218
dtype: float64, 16009: const    -0.005010
vwretd    1.442622
dtype: float64, 16010: const     0.046434
vwretd    2.210865
dtype: float64, 16011: const    -0.007955
vwretd    1.627619
dtype: float64, 16012: const     0.007583
vwretd    0.979975
dtype: float64, 16015: const     0.002202
vwretd    0.743032
dtype: float64, 16016: const    -0.006962
vwretd    0.788930
dtype: float64, 16017: const    -0.004711
vwretd    0.917774
dtype: float64, 16018: const    -0.003993
vwretd    0.940505
dtype: float64, 16019: const     0.002200
vwretd    2.191657
dtype: float64, 16020: const    -0.008000
vwretd    0.946058
dtype: float64, 16021: const     0.014663
vwretd    4.641212
dtype: float64, 16022: const    -0.010650
vwretd    0.227613
dtype: float64, 16023: const     0.001081
vwretd    1.162045
dtype: float64, 16024: const    -0.006279
vwretd    1.129442
dtype: float64, 16025: const     0.002989
vwretd    0.519871
dtype: float64, 16026: const    -0.004425
vwretd    0.620307
dtype: float64, 16027: const    -0.025964
vwretd    0.326351
dtype: float64, 16028: const     0.026187
vwretd   -2.976634
dtype: float64, 16029: const     0.005207
vwretd    0.638833
dtype: float64, 16030: const    -0.002204
vwretd    0.771858
dtype: float64, 16031: const     0.042340
vwretd   -2.178015
dtype: float64, 16034: const    -0.010804
vwretd    0.993565
dtype: float64, 16036: const     0.050215
vwretd   -2.079825
dtype: float64, 16037: const    -0.001013
vwretd   -0.013068
dtype: float64, 16038: const    -0.027062
vwretd    2.017863
dtype: float64, 16039: const    -0.000425
vwretd    1.023021
dtype: float64, 16040: const     0.00035
vwretd    0.60779
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vwretd    0.582463
dtype: float64, 16042: const     0.001456
vwretd    0.860929
dtype: float64, 16043: const    -0.020827
vwretd    1.920484
dtype: float64, 16044: const    -0.004208
vwretd    1.755776
dtype: float64, 16045: const     0.012842
vwretd    2.775203
dtype: float64, 16046: const     0.064985
vwretd    0.188041
dtype: float64, 16048: const     0.005276
vwretd    0.782470
dtype: float64, 16049: const     0.007608
vwretd    1.352955
dtype: float64, 16051: const     0.012146
vwretd    0.526630
dtype: float64, 16052: const    -0.013758
vwretd    1.510365
dtype: float64, 16053: const     0.002946
vwretd    1.315541
dtype: float64, 16054: const     0.000967
vwretd    1.759620
dtype: float64, 16055: const    -0.001089
vwretd    0.893081
dtype: float64, 16056: const     0.020728
vwretd    0.646930
dtype: float64, 16057: const     0.002377
vwretd    0.101961
dtype: float64, 16059: const     0.002131
vwretd    0.786841
dtype: float64, 16060: const    -0.001489
vwretd    1.184018
dtype: float64, 16061: const     0.002192
vwretd    0.054800
dtype: float64, 16062: const     0.006038
vwretd    0.943602
dtype: float64, 16063: const    -0.004180
vwretd    0.916827
dtype: float64, 16064: const     0.016820
vwretd    1.973058
dtype: float64, 16066: const     0.013851
vwretd    1.164743
dtype: float64, 16067: const    -0.174679
vwretd    4.735905
dtype: float64, 16068: const     0.025249
vwretd    1.254277
dtype: float64, 16069: const    -0.002210
vwretd    1.139403
dtype: float64, 16070: const    -0.007307
vwretd    0.624307
dtype: float64, 16071: const    -0.004734
vwretd    1.345639
dtype: float64, 16072: const    -0.000496
vwretd    0.831826
dtype: float64, 16073: const     0.013142
vwretd    0.892353
dtype: float64, 16074: const    -0.000787
vwretd    0.360353
dtype: float64, 16075: const    -0.006428
vwretd    2.011123
dtype: float64, 16076: const     0.001754
vwretd    1.814601
dtype: float64, 16077: const    -0.013413
vwretd    1.308577
dtype: float64, 16078: const     0.002281
vwretd    0.025310
dtype: float64, 16079: const     0.002520
vwretd   -0.025413
dtype: float64, 16080: const    -0.000416
vwretd    1.030411
dtype: float64, 16081: const     0.003468
vwretd    0.015831
dtype: float64, 16082: const     0.009988
vwretd    1.403517
dtype: float64, 16083: const     0.010477
vwretd    0.532501
dtype: float64, 16084: const    -0.001196
vwretd    1.481673
dtype: float64, 16086: const    -0.037225
vwretd    1.702766
dtype: float64, 16087: const    -0.002924
vwretd    1.126958
dtype: float64, 16088: const    -0.000163
vwretd    1.692917
dtype: float64, 16090: const    -0.004076
vwretd    1.918085
dtype: float64, 16091: const     0.000850
vwretd    0.280699
dtype: float64, 16092: const    -0.002127
vwretd    0.845628
dtype: float64, 16093: const    -0.002207
vwretd    0.754672
dtype: float64, 16094: const    -0.001127
vwretd    0.545445
dtype: float64, 16095: const    -0.009706
vwretd    1.031704
dtype: float64, 16096: const    -0.003745
vwretd    1.653566
dtype: float64, 16097: const    -0.000112
vwretd    0.719019
dtype: float64, 16098: const    -0.000813
vwretd    0.344864
dtype: float64, 16099: const    -0.024397
vwretd    1.903006
dtype: float64, 16100: const    -0.033033
vwretd    2.079246
dtype: float64, 16103: const    -0.004674
vwretd    0.988384
dtype: float64, 16104: const    -0.002096
vwretd    0.852458
dtype: float64, 16105: const    -0.010302
vwretd    0.827376
dtype: float64, 16106: const    -0.015912
vwretd    2.136573
dtype: float64, 16107: const    -0.003838
vwretd    0.835284
dtype: float64, 16108: const    -0.012854
vwretd    0.956735
dtype: float64, 16109: const     0.003817
vwretd    0.712363
dtype: float64, 16110: const     0.009416
vwretd    0.748540
dtype: float64, 16111: const    -0.034785
vwretd    1.430746
dtype: float64, 16112: const    -0.090798
vwretd    0.437740
dtype: float64, 16113: const    -0.001661
vwretd    1.055561
dtype: float64, 16114: const     0.000518
vwretd    0.957376
dtype: float64, 16115: const    -0.000224
vwretd    0.108732
dtype: float64, 16116: const     0.000313
vwretd    0.270056
dtype: float64, 16117: const     0.007183
vwretd    0.354367
dtype: float64, 16118: const     0.035375
vwretd    0.494536
dtype: float64, 16119: const     0.014359
vwretd    2.276761
dtype: float64, 16120: const     0.003089
vwretd   -0.492141
dtype: float64, 16121: const    -0.005128
vwretd    1.076908
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vwretd    0.818962
dtype: float64, 16123: const     0.000576
vwretd    1.052387
dtype: float64, 16124: const    -0.005684
vwretd    1.003674
dtype: float64, 16125: const    -0.000061
vwretd    1.496061
dtype: float64, 16126: const     0.009088
vwretd    1.101320
dtype: float64, 16127: const    -0.001625
vwretd   -0.612666
dtype: float64, 16128: const    -0.001155
vwretd   -0.919989
dtype: float64, 16130: const     0.000693
vwretd    0.625108
dtype: float64, 16131: const    -0.003692
vwretd    0.669503
dtype: float64, 16132: const    -0.001307
vwretd    0.806568
dtype: float64, 16133: const     0.019970
vwretd   -0.025032
dtype: float64, 16134: const    -0.020609
vwretd    1.178230
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vwretd    0.835792
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vwretd    1.016964
dtype: float64, 16137: const    -0.007643
vwretd    1.007747
dtype: float64, 16138: const    -0.003931
vwretd    1.311295
dtype: float64, 16139: const    -0.005892
vwretd    1.344899
dtype: float64, 16140: const     0.008138
vwretd    1.421430
dtype: float64, 16141: const     0.001712
vwretd    1.700456
dtype: float64, 16142: const    -0.005387
vwretd    0.953669
dtype: float64, 16143: const     0.012710
vwretd    1.419306
dtype: float64, 16144: const     0.042316
vwretd   -0.903712
dtype: float64, 16145: const     0.016896
vwretd    0.562154
dtype: float64, 16146: const    -0.006148
vwretd    5.839028
dtype: float64, 16147: const    -0.004740
vwretd    0.470265
dtype: float64, 16148: const    -0.006627
vwretd    1.246303
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vwretd   -1.913398
dtype: float64, 16150: const    -0.016358
vwretd    1.906019
dtype: float64, 16151: const    -0.029916
vwretd    1.817958
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vwretd    1.439381
dtype: float64, 16153: const    -0.016567
vwretd    1.722321
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vwretd    1.224214
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vwretd    0.559987
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vwretd    0.703375
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vwretd    0.214711
dtype: float64, 16158: const     0.017548
vwretd    1.945817
dtype: float64, 16159: const    -0.010885
vwretd    3.870702
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vwretd   -0.686609
dtype: float64, 16161: const    -0.066183
vwretd    1.832565
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vwretd    2.343278
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vwretd    0.559346
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vwretd    1.208412
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vwretd    1.005630
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vwretd    1.003771
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vwretd    0.933313
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vwretd    0.357551
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vwretd    0.764440
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vwretd    0.363389
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vwretd    0.885284
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vwretd    1.015723
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vwretd    0.376398
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vwretd    3.043428
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vwretd   -1.863753
dtype: float64, 16176: const     0.036588
vwretd    0.985033
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vwretd   -0.546630
dtype: float64, 16178: const    -0.004973
vwretd    0.615985
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vwretd    1.579254
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vwretd    0.808827
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vwretd    2.290573
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vwretd    0.697718
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vwretd    0.662689
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vwretd    0.993173
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vwretd    1.341017
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vwretd    0.823952
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vwretd    1.776903
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vwretd    0.250865
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vwretd    2.287474
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vwretd    1.305532
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vwretd    1.166530
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vwretd    0.968863
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vwretd    1.928089
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vwretd    1.388608
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vwretd    1.975704
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vwretd    1.198516
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vwretd    1.002418
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vwretd    1.483444
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vwretd    1.184299
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vwretd    1.752210
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vwretd    1.048632
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vwretd    1.787379
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vwretd    1.103395
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vwretd    1.477173
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vwretd    0.078438
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vwretd    0.973545
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vwretd   -0.692794
dtype: float64, 16258: const    -0.000383
vwretd    1.054943
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vwretd   -1.791308
dtype: float64, 16260: const     0.024748
vwretd    1.385722
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vwretd    1.809578
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vwretd    0.735399
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vwretd    2.031587
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vwretd    1.068224
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vwretd    1.787390
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vwretd    0.380688
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vwretd    0.424478
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vwretd    2.565834
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vwretd   -1.737610
dtype: float64, 16270: const     0.012460
vwretd    0.579243
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vwretd    0.616751
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vwretd    1.164190
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vwretd    0.352355
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vwretd    0.763818
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vwretd    0.334389
dtype: float64, 16276: const    -0.001266
vwretd    1.826996
dtype: float64, 16277: const     0.003718
vwretd    1.689379
dtype: float64, 16278: const    -0.087508
vwretd    0.380105
dtype: float64, 16279: const     0.008083
vwretd    1.750137
dtype: float64, 16280: const    -0.000911
vwretd    1.727536
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vwretd    0.572230
dtype: float64, 16282: const     0.061777
vwretd    1.795023
dtype: float64, 16283: const    -0.005122
vwretd    1.247088
dtype: float64, 16284: const     0.017103
vwretd    0.797080
dtype: float64, 16285: const    -0.004770
vwretd    0.908577
dtype: float64, 16286: const     0.000429
vwretd    0.390181
dtype: float64, 16287: const     0.011395
vwretd    0.887184
dtype: float64, 16288: const    -0.003229
vwretd    0.935493
dtype: float64, 16289: const    -0.005157
vwretd    1.353627
dtype: float64, 16290: const     0.024287
vwretd    1.594182
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vwretd    0.984137
dtype: float64, 16292: const     0.000660
vwretd    0.635963
dtype: float64, 16293: const     0.000821
vwretd    0.714285
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vwretd    1.261918
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vwretd    1.484052
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vwretd    1.184650
dtype: float64, 16297: const    -0.006255
vwretd    1.356971
dtype: float64, 16298: const    -0.028638
vwretd    1.443289
dtype: float64, 16299: const    -0.000171
vwretd    1.428715
dtype: float64, 16300: const    -0.025139
vwretd    0.559735
dtype: float64, 16301: const     0.002427
vwretd    1.964799
dtype: float64, 16302: const    -0.001068
vwretd    0.298970
dtype: float64, 16303: const    -0.001177
vwretd    0.137819
dtype: float64, 16304: const     0.006578
vwretd    1.330803
dtype: float64, 16305: const    -0.002242
vwretd    1.201091
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vwretd   -1.538801
dtype: float64, 16307: const    -0.000573
vwretd    1.218069
dtype: float64, 16308: const    -0.003519
vwretd    1.581755
dtype: float64, 16309: const     0.041399
vwretd    1.863656
dtype: float64, 16310: const     0.020479
vwretd    0.408873
dtype: float64, 16311: const     0.000493
vwretd    0.132455
dtype: float64, 16312: const     0.001940
vwretd    0.899037
dtype: float64, 16313: const     0.001182
vwretd    0.375720
dtype: float64, 16314: const     0.001186
vwretd    0.042075
dtype: float64, 16315: const     0.000790
vwretd    0.162673
dtype: float64, 16316: const    -0.046357
vwretd   -0.064684
dtype: float64, 16317: const     0.011054
vwretd   -1.621772
dtype: float64, 16318: const     0.006490
vwretd    1.537062
dtype: float64, 16319: const    -0.004232
vwretd    1.089714
dtype: float64, 16320: const     0.000295
vwretd    1.033327
dtype: float64, 16321: const     0.001013
vwretd    0.962225
dtype: float64, 16322: const     0.000470
vwretd    0.961064
dtype: float64, 16323: const     0.002849
vwretd    0.844921
dtype: float64, 16324: const     0.000838
vwretd    0.939156
dtype: float64, 16325: const     0.000819
vwretd    0.992284
dtype: float64, 16326: const     0.00293
vwretd    0.85886
dtype: float64, 16327: const     0.000969
vwretd   -0.004599
dtype: float64, 16328: const     0.000394
vwretd    1.199795
dtype: float64, 16329: const    -0.037848
vwretd    0.521257
dtype: float64, 16330: const     0.000585
vwretd    0.180109
dtype: float64, 16331: const    -0.010421
vwretd    0.468796
dtype: float64, 16332: const    -0.008111
vwretd    2.058122
dtype: float64, 16333: const    -0.038501
vwretd    3.421902
dtype: float64, 16334: const    -0.000965
vwretd    0.144431
dtype: float64, 16335: const     0.003552
vwretd    0.002864
dtype: float64, 16336: const     0.003238
vwretd    1.813392
dtype: float64, 16337: const    -0.003958
vwretd    0.537004
dtype: float64, 16338: const    -0.001697
vwretd    1.358994
dtype: float64, 16339: const    -0.003307
vwretd    1.461235
dtype: float64, 16340: const     0.044713
vwretd   -1.160300
dtype: float64, 16341: const     0.003865
vwretd    0.385450
dtype: float64, 16342: const    -0.012155
vwretd    2.688228
dtype: float64, 16343: const     0.004709
vwretd    0.549254
dtype: float64, 16344: const     0.007243
vwretd    1.131119
dtype: float64, 16345: const     0.030132
vwretd   -0.027614
dtype: float64, 16346: const     0.056779
vwretd   -2.296181
dtype: float64, 16347: const     0.002525
vwretd    2.435446
dtype: float64, 16348: const     0.000244
vwretd    0.936018
dtype: float64, 16350: const    -0.004417
vwretd    0.816611
dtype: float64, 16352: const     0.006318
vwretd    0.890492
dtype: float64, 16353: const     0.001952
vwretd    0.651610
dtype: float64, 16360: const     0.005888
vwretd    0.726055
dtype: float64, 16361: const     0.005929
vwretd    1.557025
dtype: float64, 16376: const    -0.046201
vwretd    1.282921
dtype: float64, 16377: const    -0.085205
vwretd    1.832960
dtype: float64, 16378: const    -0.005020
vwretd    0.648424
dtype: float64, 16379: const     0.033773
vwretd    1.887976
dtype: float64, 16380: const     0.002233
vwretd    1.119823
dtype: float64, 16381: const     0.009318
vwretd    0.874452
dtype: float64, 16382: const     0.014037
vwretd    1.299805
dtype: float64, 16383: const     0.015516
vwretd    1.819660
dtype: float64, 16384: const     0.011106
vwretd    2.353890
dtype: float64, 16385: const     0.011886
vwretd    0.808676
dtype: float64, 16386: const     0.018690
vwretd    1.412711
dtype: float64, 16388: const     0.009040
vwretd    0.084301
dtype: float64, 16392: const     0.003569
vwretd    1.318990
dtype: float64, 16393: const    -0.046583
vwretd    0.098834
dtype: float64, 16394: const    -0.006367
vwretd    0.419626
dtype: float64, 16395: const    -0.003464
vwretd    1.408252
dtype: float64, 16396: const     0.000259
vwretd    0.954812
dtype: float64, 16397: const     0.013206
vwretd    0.682678
dtype: float64, 16398: const     0.042505
vwretd    0.836841
dtype: float64, 16399: const     0.012005
vwretd    1.718364
dtype: float64, 16400: const      0.197520
vwretd    11.021809
dtype: float64, 16401: const     0.007165
vwretd    1.952767
dtype: float64, 16402: const    -0.076596
vwretd    2.078963
dtype: float64, 16403: const    -0.021616
vwretd    1.536455
dtype: float64, 16408: const     0.001431
vwretd    0.724106
dtype: float64, 16409: const    -0.015715
vwretd    0.133829
dtype: float64, 16416: const     0.019415
vwretd    0.501106
dtype: float64, 16417: const     0.006868
vwretd    0.527255
dtype: float64, 16424: const     0.006017
vwretd    0.880734
dtype: float64, 16425: const    -0.155893
vwretd   -0.443261
dtype: float64, 16429: const    -0.012309
vwretd    1.225330
dtype: float64, 16431: const     0.009924
vwretd    0.546775
dtype: float64, 16432: const    -0.002374
vwretd    1.599035
dtype: float64, 16433: const    -0.016366
vwretd    1.266495
dtype: float64, 16434: const     0.010527
vwretd    0.771007
dtype: float64, 16435: const     0.004219
vwretd    0.260784
dtype: float64, 16436: const     0.017090
vwretd    0.761445
dtype: float64, 16437: const     0.004518
vwretd    2.633169
dtype: float64, 16438: const     0.007852
vwretd    0.723892
dtype: float64, 16439: const    -0.001613
vwretd    0.296259
dtype: float64, 16441: const    -0.009085
vwretd    0.901866
dtype: float64, 16442: const     0.015487
vwretd    2.627109
dtype: float64, 16443: const    -0.003506
vwretd    0.633867
dtype: float64, 16444: const    -0.001583
vwretd    0.956719
dtype: float64, 16445: const    -0.002821
vwretd    0.853699
dtype: float64, 16446: const    -0.003770
vwretd    0.852282
dtype: float64, 16447: const    -0.003370
vwretd    0.707746
dtype: float64, 16448: const     0.006244
vwretd    2.504263
dtype: float64, 16449: const     0.015635
vwretd    0.019015
dtype: float64, 16450: const     0.008578
vwretd    1.033919
dtype: float64, 16451: const     0.030484
vwretd    2.279769
dtype: float64, 16452: const    -0.008992
vwretd    0.830089
dtype: float64, 16454: const     0.016911
vwretd    0.079216
dtype: float64, 16457: const    -0.004791
vwretd    0.938348
dtype: float64, 16458: const     0.009891
vwretd    0.966337
dtype: float64, 16459: const     0.289187
vwretd   -6.270823
dtype: float64, 16460: const     0.006918
vwretd    1.175974
dtype: float64, 16461: const     0.030557
vwretd    0.864732
dtype: float64, 16463: const     0.024817
vwretd    2.154741
dtype: float64, 16464: const     0.007643
vwretd   -0.267115
dtype: float64, 16465: const     0.000479
vwretd    0.930841
dtype: float64, 16466: const    -0.008619
vwretd    2.724263
dtype: float64, 16468: const     0.006652
vwretd    0.787912
dtype: float64, 16469: const    -0.080018
vwretd   -0.281491
dtype: float64, 16470: const     0.000422
vwretd    0.019295
dtype: float64, 16471: const    -0.012781
vwretd    1.676683
dtype: float64, 16472: const    -0.022618
vwretd    1.100287
dtype: float64, 16473: const    -0.041319
vwretd    2.293668
dtype: float64, 16476: const     0.001133
vwretd    0.379659
dtype: float64, 16479: const    -0.004449
vwretd    0.475446
dtype: float64, 16480: const    -0.015072
vwretd    1.186164
dtype: float64, 16481: const    -0.000812
vwretd    0.120037
dtype: float64, 16482: const    -0.001742
vwretd    1.104935
dtype: float64, 16484: const     0.036475
vwretd    0.677339
dtype: float64, 16485: const    -0.000139
vwretd    0.309015
dtype: float64, 16486: const    -0.000848
vwretd    0.117140
dtype: float64, 16487: const    -0.001113
vwretd    1.151388
dtype: float64, 16488: const     0.001101
vwretd    0.038018
dtype: float64, 16489: const    -0.038683
vwretd    1.421834
dtype: float64, 16491: const    -0.000486
vwretd    1.904614
dtype: float64, 16492: const    -0.028789
vwretd    0.986319
dtype: float64, 16493: const    -0.005555
vwretd    1.052335
dtype: float64, 16494: const    -0.001634
vwretd    0.888302
dtype: float64, 16495: const    -0.024490
vwretd    1.546485
dtype: float64, 16496: const    -0.008195
vwretd    1.693250
dtype: float64, 16497: const    -0.021952
vwretd    1.649670
dtype: float64, 16498: const    -0.007432
vwretd    2.018650
dtype: float64, 16499: const    -0.014292
vwretd    1.977289
dtype: float64, 16505: const     0.005330
vwretd    0.767939
dtype: float64, 16510: const    -0.001681
vwretd    1.202514
dtype: float64, 16511: const    -0.001642
vwretd    0.412474
dtype: float64, 16512: const     0.004715
vwretd    0.709743
dtype: float64, 16513: const     0.008639
vwretd    0.589592
dtype: float64, 16514: const    -0.004266
vwretd    0.535748
dtype: float64, 16515: const     0.030113
vwretd    1.687404
dtype: float64, 16516: const    -0.003785
vwretd    0.838320
dtype: float64, 16517: const    -0.002687
vwretd    1.044826
dtype: float64, 16518: const    -0.001142
vwretd    0.318532
dtype: float64, 16519: const     0.016149
vwretd    1.684879
dtype: float64, 16520: const    -0.001811
vwretd    0.106477
dtype: float64, 16521: const     0.004799
vwretd    0.777200
dtype: float64, 16522: const    -0.016482
vwretd    1.620803
dtype: float64, 16523: const     0.001119
vwretd    1.002306
dtype: float64, 16524: const     0.000363
vwretd    1.480417
dtype: float64, 16525: const    -0.001444
vwretd    2.033887
dtype: float64, 16526: const    -0.003843
vwretd    0.684640
dtype: float64, 16528: const     0.040753
vwretd    1.161813
dtype: float64, 16529: const     0.011301
vwretd    2.793444
dtype: float64, 16530: const     -0.954356
vwretd    37.900332
dtype: float64, 16531: const    -0.004183
vwretd    0.583329
dtype: float64, 16532: const    -0.061470
vwretd    1.033939
dtype: float64, 16533: const    -0.008857
vwretd    1.793187
dtype: float64, 16534: const     0.005268
vwretd    5.964806
dtype: float64, 16535: const    -0.037794
vwretd    1.526715
dtype: float64, 16536: const    -0.002013
vwretd    3.275849
dtype: float64, 16537: const    -0.016928
vwretd    1.526925
dtype: float64, 16538: const    -0.009881
vwretd    1.876417
dtype: float64, 16540: const    -0.001119
vwretd    0.791127
dtype: float64, 16541: const    -0.024443
vwretd    1.129028
dtype: float64, 16542: const    -0.011025
vwretd    0.755950
dtype: float64, 16543: const    -0.006442
vwretd    0.810551
dtype: float64, 16544: const     0.045429
vwretd    6.565184
dtype: float64, 16545: const    -0.020109
vwretd    1.102194
dtype: float64, 16547: const    -0.030523
vwretd    1.978716
dtype: float64, 16548: const     0.004399
vwretd    0.824423
dtype: float64, 16551: const     0.002211
vwretd   -0.062693
dtype: float64, 16552: const    -0.006086
vwretd    0.943930
dtype: float64, 16553: const    -0.023412
vwretd    1.214318
dtype: float64, 16554: const    -0.024364
vwretd    2.276057
dtype: float64, 16555: const     0.006066
vwretd    0.746728
dtype: float64, 16556: const     0.011929
vwretd    0.293137
dtype: float64, 16557: const     0.005663
vwretd    2.212555
dtype: float64, 16558: const    -0.003835
vwretd    0.551928
dtype: float64, 16559: const     0.001057
vwretd   -0.006852
dtype: float64, 16560: const    -0.013164
vwretd    1.928573
dtype: float64, 16561: const     0.013194
vwretd   -0.165027
dtype: float64, 16562: const     0.026524
vwretd    0.110844
dtype: float64, 16563: const    -0.011317
vwretd    1.701408
dtype: float64, 16564: const    -0.008397
vwretd    1.396143
dtype: float64, 16565: const    -0.001749
vwretd    1.068397
dtype: float64, 16566: const    -0.002314
vwretd    1.049678
dtype: float64, 16567: const    -0.004159
vwretd    0.986371
dtype: float64, 16568: const     0.003074
vwretd    0.023426
dtype: float64, 16569: const     0.007756
vwretd    0.620590
dtype: float64, 16570: const    -0.009575
vwretd    0.915483
dtype: float64, 16571: const     0.000920
vwretd    0.799122
dtype: float64, 16572: const     0.014558
vwretd    0.706380
dtype: float64, 16573: const    -0.029400
vwretd    0.621555
dtype: float64, 16574: const     0.003583
vwretd    0.749994
dtype: float64, 16576: const    -0.002748
vwretd    0.503088
dtype: float64, 16577: const    -0.006051
vwretd    1.109227
dtype: float64, 16578: const    -0.006345
vwretd    0.723562
dtype: float64, 16579: const    -0.003461
vwretd    1.785771
dtype: float64, 16580: const    -0.002095
vwretd    0.351908
dtype: float64, 16581: const     0.000611
vwretd    0.841728
dtype: float64, 16582: const     0.006671
vwretd    1.472078
dtype: float64, 16583: const    -0.001729
vwretd    1.132579
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vwretd    1.073162
dtype: float64, 16585: const    -0.000046
vwretd    1.394943
dtype: float64, 16586: const    -0.001139
vwretd    0.900493
dtype: float64, 16587: const    -0.025633
vwretd    2.834310
dtype: float64, 16588: const    -0.000902
vwretd    0.118987
dtype: float64, 16590: const     0.060455
vwretd   -3.167648
dtype: float64, 16591: const     0.003915
vwretd    0.762392
dtype: float64, 16592: const     0.010663
vwretd    1.116696
dtype: float64, 16593: const    -0.019259
vwretd    1.561162
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vwretd    1.321023
dtype: float64, 16595: const     0.000906
vwretd    1.100295
dtype: float64, 16597: const     0.021231
vwretd    0.599531
dtype: float64, 16598: const     0.002732
vwretd    2.260353
dtype: float64, 16599: const     0.005631
vwretd    0.526913
dtype: float64, 16600: const     0.007031
vwretd    0.558661
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vwretd    0.011456
dtype: float64, 16602: const    -0.047179
vwretd    1.446960
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vwretd    1.567709
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vwretd    0.181771
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vwretd    0.444175
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vwretd    0.420496
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vwretd    1.099551
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vwretd    0.173992
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vwretd   -0.025709
dtype: float64, 16610: const    -0.003642
vwretd    0.863292
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vwretd    1.255492
dtype: float64, 16612: const    -0.001312
vwretd    1.106176
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vwretd    2.053741
dtype: float64, 16614: const     0.159073
vwretd   -3.682133
dtype: float64, 16615: const    -0.002035
vwretd    0.378650
dtype: float64, 16616: const    -0.009018
vwretd    0.741658
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vwretd    2.513672
dtype: float64, 16618: const     0.028719
vwretd   -4.127594
dtype: float64, 16619: const     0.002908
vwretd    0.860584
dtype: float64, 16620: const     0.014519
vwretd    0.264909
dtype: float64, 16621: const    -0.027880
vwretd    4.254158
dtype: float64, 16622: const     0.116876
vwretd    2.069074
dtype: float64, 16623: const    -0.001982
vwretd    0.155801
dtype: float64, 16624: const    -0.002769
vwretd    1.214186
dtype: float64, 16625: const    -0.009671
vwretd    1.728086
dtype: float64, 16626: const     0.010496
vwretd    0.083171
dtype: float64, 16627: const     0.002984
vwretd    1.693547
dtype: float64, 16628: const    -0.009560
vwretd    1.157347
dtype: float64, 16630: const     0.015757
vwretd    0.474740
dtype: float64, 16631: const     0.002079
vwretd    1.231350
dtype: float64, 16632: const     0.011495
vwretd    1.050702
dtype: float64, 16633: const    -0.003586
vwretd    0.266558
dtype: float64, 16635: const    -0.011368
vwretd    1.634746
dtype: float64, 16636: const     0.010578
vwretd    0.415498
dtype: float64, 16638: const    -0.005633
vwretd    0.258601
dtype: float64, 16639: const    -0.016286
vwretd    1.775441
dtype: float64, 16640: const    -0.110343
vwretd   -0.210125
dtype: float64, 16641: const    -0.006469
vwretd    1.605189
dtype: float64, 16642: const    -0.000276
vwretd    1.246543
dtype: float64, 16643: const    -0.004392
vwretd    1.688306
dtype: float64, 16644: const     0.009876
vwretd    0.229020
dtype: float64, 16645: const    -0.000414
vwretd    0.586495
dtype: float64, 16646: const    -0.044932
vwretd    0.557904
dtype: float64, 16647: const    -0.118568
vwretd    1.517466
dtype: float64, 16648: const    -0.004015
vwretd    1.010035
dtype: float64, 16649: const     0.016558
vwretd    1.086555
dtype: float64, 16650: const    -0.008763
vwretd    1.187771
dtype: float64, 16651: const    -0.001190
vwretd    1.448428
dtype: float64, 16652: const     0.009526
vwretd    0.192140
dtype: float64, 16653: const     0.018172
vwretd    1.132539
dtype: float64, 16654: const    -0.012028
vwretd    1.879766
dtype: float64, 16655: const    -0.006547
vwretd    2.494418
dtype: float64, 16656: const    -0.073341
vwretd    0.944791
dtype: float64, 16657: const     0.000198
vwretd    1.190999
dtype: float64, 16658: const     0.000449
vwretd    0.925877
dtype: float64, 16659: const    -0.014155
vwretd    2.131222
dtype: float64, 16660: const    -0.021045
vwretd    1.357867
dtype: float64, 16661: const    -0.000338
vwretd    0.831986
dtype: float64, 16662: const    -0.003540
vwretd    0.833285
dtype: float64, 16663: const    -0.007813
vwretd    0.833172
dtype: float64, 16664: const     0.006519
vwretd    1.765679
dtype: float64, 16665: const    -0.002126
vwretd    1.494188
dtype: float64, 16666: const     0.000150
vwretd    0.064188
dtype: float64, 16667: const    -0.008857
vwretd    2.106016
dtype: float64, 16668: const     0.007784
vwretd    1.113217
dtype: float64, 16669: const    -0.002485
vwretd   -0.010048
dtype: float64, 16670: const    -0.012028
vwretd    2.155160
dtype: float64, 16671: const     0.001312
vwretd    0.437970
dtype: float64, 16672: const     0.009314
vwretd   -0.009862
dtype: float64, 16673: const     0.000951
vwretd    2.891410
dtype: float64, 16674: const    -0.026924
vwretd    1.462446
dtype: float64, 16675: const    -0.038445
vwretd    1.665977
dtype: float64, 16676: const    -0.001861
vwretd    0.600452
dtype: float64, 16677: const    -0.167025
vwretd    1.425195
dtype: float64, 16678: const     0.004785
vwretd    0.811824
dtype: float64, 16679: const    -0.019525
vwretd    0.338800
dtype: float64, 16680: const     0.011506
vwretd    1.550158
dtype: float64, 16681: const    -0.017808
vwretd    0.778546
dtype: float64, 16682: const    -0.14108
vwretd   -0.11435
dtype: float64, 16683: const     0.002983
vwretd    0.022767
dtype: float64, 16684: const     0.030789
vwretd    0.211770
dtype: float64, 16685: const     0.004050
vwretd    0.853359
dtype: float64, 16686: const     0.003747
vwretd    0.855321
dtype: float64, 16687: const     0.014603
vwretd    0.040888
dtype: float64, 16688: const    -0.060318
vwretd    0.633819
dtype: float64, 16689: const     0.017802
vwretd    1.155211
dtype: float64, 16690: const     0.011201
vwretd    1.568911
dtype: float64, 16691: const    -0.002770
vwretd    0.795543
dtype: float64, 16692: const     0.001417
vwretd    1.429964
dtype: float64, 16693: const    -0.009320
vwretd    1.473563
dtype: float64, 16694: const    -0.028094
vwretd    0.835637
dtype: float64, 16695: const    -0.009587
vwretd    0.944182
dtype: float64, 16696: const    -0.011148
vwretd    1.975618
dtype: float64, 16697: const    -0.002054
vwretd    1.770816
dtype: float64, 16698: const     0.014461
vwretd    1.766399
dtype: float64, 16699: const     0.045879
vwretd    0.862603
dtype: float64, 16700: const     0.028129
vwretd    6.040469
dtype: float64, 16701: const    -0.001121
vwretd    0.999244
dtype: float64, 16702: const    -0.003882
vwretd    1.234668
dtype: float64, 16703: const    -0.004431
vwretd    0.343681
dtype: float64, 16704: const     0.027670
vwretd    0.666971
dtype: float64, 16705: const    -0.000694
vwretd    1.828024
dtype: float64, 16706: const     0.000406
vwretd    1.038042
dtype: float64, 16707: const    -0.004348
vwretd    1.273547
dtype: float64, 16708: const     0.008719
vwretd    0.731312
dtype: float64, 16709: const    -0.006483
vwretd    1.051301
dtype: float64, 16710: const     0.003414
vwretd    1.325379
dtype: float64, 16711: const    -0.014323
vwretd    0.797412
dtype: float64, 16712: const    -0.00066
vwretd    3.26087
dtype: float64, 16713: const     0.001852
vwretd    0.862305
dtype: float64, 16715: const     0.001876
vwretd    0.923485
dtype: float64, 16716: const     0.010032
vwretd    0.529027
dtype: float64, 16723: const     0.006440
vwretd    1.578636
dtype: float64, 16724: const     0.002888
vwretd   -0.080777
dtype: float64, 16731: const     0.001242
vwretd    1.206381
dtype: float64, 16732: const    -0.030946
vwretd    1.043967
dtype: float64, 16736: const     0.001636
vwretd    0.927223
dtype: float64, 16737: const     0.009908
vwretd    1.524134
dtype: float64, 16738: const     0.003861
vwretd    2.479157
dtype: float64, 16739: const    -0.048564
vwretd    0.684586
dtype: float64, 16740: const     0.004815
vwretd   -0.113964
dtype: float64, 16741: const    -0.007527
vwretd    3.103005
dtype: float64, 16742: const    -0.008699
vwretd    3.583724
dtype: float64, 16743: const     0.002245
vwretd    1.491251
dtype: float64, 16744: const    -0.005687
vwretd    3.406872
dtype: float64, 16745: const    -0.007477
vwretd    2.834029
dtype: float64, 16746: const    -0.031169
vwretd    1.282014
dtype: float64, 16747: const     0.002704
vwretd    0.458182
dtype: float64, 16748: const    -0.005265
vwretd    0.767043
dtype: float64, 16749: const     0.008067
vwretd    1.903279
dtype: float64, 16750: const    -0.001965
vwretd    1.502802
dtype: float64, 16751: const     0.037862
vwretd    1.063591
dtype: float64, 16752: const    -0.006392
vwretd    1.907009
dtype: float64, 16753: const    -0.024435
vwretd    1.359125
dtype: float64, 16754: const     0.001399
vwretd    0.554408
dtype: float64, 16755: const     0.033497
vwretd   -2.988409
dtype: float64, 16756: const    -0.003511
vwretd    1.193634
dtype: float64, 16757: const    -0.004703
vwretd    0.982118
dtype: float64, 16758: const     0.002771
vwretd    1.513343
dtype: float64, 16759: const     0.047018
vwretd    1.811103
dtype: float64, 16760: const     0.002677
vwretd    0.895282
dtype: float64, 16761: const    -0.000916
vwretd    0.581159
dtype: float64, 16762: const    -0.001387
vwretd    0.250282
dtype: float64, 16763: const    -0.001016
vwretd    0.991128
dtype: float64, 16764: const    -0.010739
vwretd    1.551822
dtype: float64, 16765: const    -0.069029
vwretd    1.148128
dtype: float64, 16766: const    -0.012630
vwretd    0.754547
dtype: float64, 16767: const     0.008433
vwretd    0.621943
dtype: float64, 16768: const     0.002255
vwretd    1.291506
dtype: float64, 16769: const    -0.001389
vwretd    1.098180
dtype: float64, 16770: const     0.012402
vwretd    0.517741
dtype: float64, 16771: const     0.013067
vwretd    2.180025
dtype: float64, 16772: const    -0.00123
vwretd   -0.80258
dtype: float64, 16773: const    -0.090889
vwretd    2.163534
dtype: float64, 16774: const    -0.030925
vwretd    1.493069
dtype: float64, 16776: const    -0.038382
vwretd    2.053069
dtype: float64, 16777: const    -0.061106
vwretd    1.349615
dtype: float64, 16778: const    -0.000050
vwretd   -0.551387
dtype: float64, 16779: const     0.001156
vwretd    0.724179
dtype: float64, 16780: const     0.001080
vwretd    1.655783
dtype: float64, 16781: const    -0.022040
vwretd    1.616077
dtype: float64, 16782: const     0.001854
vwretd    0.846068
dtype: float64, 16783: const     0.016634
vwretd    2.752116
dtype: float64, 16784: const     0.010450
vwretd    0.886187
dtype: float64, 16785: const     0.000087
vwretd    0.138516
dtype: float64, 16786: const    -0.006202
vwretd    2.535140
dtype: float64, 16787: const     0.020225
vwretd    2.149717
dtype: float64, 16788: const    -0.040156
vwretd    0.422013
dtype: float64, 16789: const    -0.021661
vwretd    0.492815
dtype: float64, 16790: const    -0.013089
vwretd    2.045720
dtype: float64, 16791: const     0.007919
vwretd    1.147232
dtype: float64, 16792: const     0.007480
vwretd    1.849133
dtype: float64, 16793: const    -0.016774
vwretd    1.007873
dtype: float64, 16794: const    -0.003907
vwretd    0.918705
dtype: float64, 16795: const    -0.081890
vwretd    1.201508
dtype: float64, 16796: const    -0.004990
vwretd    0.757044
dtype: float64, 16797: const     0.000832
vwretd    0.961011
dtype: float64, 16798: const    -0.005369
vwretd    0.645709
dtype: float64, 16799: const     0.000349
vwretd    1.020587
dtype: float64, 16800: const    -0.001538
vwretd    1.139151
dtype: float64, 16801: const    -0.002332
vwretd    1.156885
dtype: float64, 16802: const     0.029046
vwretd   -3.347803
dtype: float64, 16803: const     0.000439
vwretd    1.123671
dtype: float64, 16804: const     0.015289
vwretd    1.174606
dtype: float64, 16805: const     0.021144
vwretd    1.434663
dtype: float64, 16806: const    -0.356419
vwretd    2.442078
dtype: float64, 16807: const     0.002145
vwretd    0.778767
dtype: float64, 16808: const    -0.035599
vwretd    2.814230
dtype: float64, 16809: const    -0.011047
vwretd    0.944331
dtype: float64, 16811: const    -0.004076
vwretd    0.609580
dtype: float64, 16812: const     0.009395
vwretd    0.638408
dtype: float64, 16813: const    -0.007299
vwretd    1.817045
dtype: float64, 16814: const     0.009990
vwretd    1.352286
dtype: float64, 16815: const    -0.036569
vwretd    1.571340
dtype: float64, 16816: const    -0.004801
vwretd    1.317715
dtype: float64, 16818: const    -0.063860
vwretd    1.908179
dtype: float64, 16819: const     0.011623
vwretd    1.087842
dtype: float64, 16820: const     0.080894
vwretd   -0.321761
dtype: float64, 16821: const     0.000083
vwretd    0.183142
dtype: float64, 16822: const    -0.005603
vwretd    0.880385
dtype: float64, 16823: const    -0.003440
vwretd    1.402161
dtype: float64, 16824: const     0.067487
vwretd   -1.431903
dtype: float64, 16825: const    -0.031602
vwretd    5.702504
dtype: float64, 16826: const    -0.012308
vwretd    0.931727
dtype: float64, 16827: const    -0.012341
vwretd    1.776887
dtype: float64, 16828: const    -0.005159
vwretd    0.891458
dtype: float64, 16829: const    -0.024329
vwretd    2.100680
dtype: float64, 16830: const    -0.153583
vwretd    2.803293
dtype: float64, 16831: const    -0.000917
vwretd    1.211436
dtype: float64, 16832: const     0.000330
vwretd    0.104789
dtype: float64, 16833: const    -0.001310
vwretd    0.258585
dtype: float64, 16834: const    -0.036944
vwretd    1.115413
dtype: float64, 16835: const    -0.041279
vwretd    0.927098
dtype: float64, 16836: const    -0.020909
vwretd    0.813707
dtype: float64, 16837: const    -0.004274
vwretd    1.622511
dtype: float64, 16838: const     0.007123
vwretd    1.425815
dtype: float64, 16839: const     0.035095
vwretd    0.986141
dtype: float64, 16840: const    -0.025799
vwretd    2.372745
dtype: float64, 16841: const     0.000992
vwretd    0.391758
dtype: float64, 16842: const     0.002066
vwretd    0.675903
dtype: float64, 16843: const    -0.000955
vwretd    0.184479
dtype: float64, 16844: const    -0.031474
vwretd    1.178315
dtype: float64, 16845: const    -0.032600
vwretd    3.974668
dtype: float64, 16846: const    -0.000862
vwretd    0.339411
dtype: float64, 16847: const     0.007380
vwretd    0.370149
dtype: float64, 16848: const     0.020679
vwretd   -3.603958
dtype: float64, 16849: const     0.016174
vwretd    0.765774
dtype: float64, 16850: const    -0.003809
vwretd    1.641030
dtype: float64, 16851: const    -0.014017
vwretd    1.314625
dtype: float64, 16852: const    -0.030002
vwretd    0.427350
dtype: float64, 16853: const    -0.001360
vwretd    0.577495
dtype: float64, 16854: const    -0.049961
vwretd    1.360832
dtype: float64, 16855: const    -0.001359
vwretd    0.620563
dtype: float64, 16856: const    -0.044438
vwretd    1.375548
dtype: float64, 16857: const     0.000451
vwretd    1.232124
dtype: float64, 16858: const    -0.025713
vwretd    0.197653
dtype: float64, 16859: const     0.000586
vwretd    0.894405
dtype: float64, 16860: const    -0.000263
vwretd    0.379595
dtype: float64, 16861: const     0.005382
vwretd    0.104062
dtype: float64, 16862: const     0.001236
vwretd    1.518248
dtype: float64, 16863: const     0.006344
vwretd    1.076022
dtype: float64, 16864: const     0.009794
vwretd    1.071342
dtype: float64, 16865: const     0.019072
vwretd    0.694413
dtype: float64, 16866: const     0.007184
vwretd    1.360592
dtype: float64, 16867: const    -0.015922
vwretd    1.349237
dtype: float64, 16868: const    -0.001247
vwretd    0.199072
dtype: float64, 16869: const     0.000642
vwretd    0.616956
dtype: float64, 16870: const     0.001907
vwretd    0.689762
dtype: float64, 16871: const    -0.004355
vwretd    0.584894
dtype: float64, 16872: const    -0.004314
vwretd    0.529580
dtype: float64, 16873: const    -0.006752
vwretd    0.585964
dtype: float64, 16874: const    -0.006237
vwretd    1.205591
dtype: float64, 16875: const    -0.049609
vwretd    1.570676
dtype: float64, 16876: const    -0.002032
vwretd    0.941454
dtype: float64, 16877: const    -0.087805
vwretd    2.020444
dtype: float64, 16879: const     0.059212
vwretd    1.202809
dtype: float64, 16880: const    -0.014299
vwretd    1.639294
dtype: float64, 16883: const     0.000712
vwretd    1.388606
dtype: float64, 16887: const    -0.041361
vwretd    1.684554
dtype: float64, 16889: const    -0.004485
vwretd    1.165252
dtype: float64, 16890: const     0.007830
vwretd    0.813788
dtype: float64, 16894: const     0.138865
vwretd    2.936065
dtype: float64, 16895: const    -0.006745
vwretd    1.011656
dtype: float64, 16897: const    -0.067460
vwretd    3.014056
dtype: float64, 16898: const     0.053777
vwretd    0.229346
dtype: float64, 16903: const    -0.055737
vwretd    1.721287
dtype: float64, 16904: const     0.011523
vwretd    0.897050
dtype: float64, 16905: const     0.001894
vwretd    1.800857
dtype: float64, 16911: const    -0.035455
vwretd    0.742550
dtype: float64, 16913: const    -0.077366
vwretd    1.191118
dtype: float64, 16914: const     0.001183
vwretd    1.472678
dtype: float64, 16915: const    -0.017225
vwretd    1.168531
dtype: float64, 16917: const     0.002786
vwretd    0.497285
dtype: float64, 16918: const    -0.019734
vwretd    0.555014
dtype: float64, 16919: const    -0.005858
vwretd    1.322246
dtype: float64, 16920: const    -0.002934
vwretd    0.755414
dtype: float64, 16921: const    -0.028156
vwretd    1.683699
dtype: float64, 16922: const    -0.007230
vwretd    1.555385
dtype: float64, 16923: const     0.014181
vwretd    0.900807
dtype: float64, 16924: const     0.019183
vwretd    0.733888
dtype: float64, 16925: const     0.005266
vwretd   -0.063761
dtype: float64, 16926: const     0.004322
vwretd    0.834625
dtype: float64, 16927: const    -0.015521
vwretd    2.692390
dtype: float64, 16928: const     0.041878
vwretd    0.870760
dtype: float64, 16929: const    -0.031305
vwretd    0.838540
dtype: float64, 16930: const     0.065478
vwretd    3.317824
dtype: float64, 16931: const     0.002780
vwretd    1.609563
dtype: float64, 16932: const     0.013069
vwretd    1.785144
dtype: float64, 16933: const    -0.057096
vwretd    0.716480
dtype: float64, 16934: const    -0.000317
vwretd    1.032952
dtype: float64, 16935: const     0.019131
vwretd    0.689164
dtype: float64, 16936: const    -0.018685
vwretd    2.016257
dtype: float64, 16937: const    -0.031824
vwretd    1.772543
dtype: float64, 16938: const     0.013881
vwretd    1.194361
dtype: float64, 16939: const     0.028521
vwretd    0.980338
dtype: float64, 16940: const    -0.065253
vwretd    0.855065
dtype: float64, 16942: const     0.001947
vwretd    1.169784
dtype: float64, 16943: const     0.025866
vwretd    0.226146
dtype: float64, 16945: const    -0.001668
vwretd    0.928695
dtype: float64, 16946: const    -0.005439
vwretd    0.630450
dtype: float64, 16947: const     0.001414
vwretd    0.826191
dtype: float64, 16948: const     0.000109
vwretd    0.136869
dtype: float64, 16949: const     0.000282
vwretd    0.137497
dtype: float64, 16950: const     0.005584
vwretd    0.785900
dtype: float64, 16951: const     0.039147
vwretd    2.392871
dtype: float64, 16952: const    -0.001301
vwretd    0.424305
dtype: float64, 16953: const    -0.001196
vwretd    0.182832
dtype: float64, 16954: const     0.000324
vwretd    0.224557
dtype: float64, 16955: const    -0.003900
vwretd    0.718968
dtype: float64, 16956: const    -0.004621
vwretd    0.572580
dtype: float64, 16957: const     0.004125
vwretd    2.630885
dtype: float64, 16958: const     0.001271
vwretd    0.918107
dtype: float64, 16959: const    -0.003478
vwretd    0.786119
dtype: float64, 16960: const    -0.005206
vwretd    0.775073
dtype: float64, 16961: const    -0.004880
vwretd    0.879242
dtype: float64, 16962: const    -0.046891
vwretd    1.211259
dtype: float64, 16963: const    -0.032017
vwretd    1.912559
dtype: float64, 16964: const    -0.001279
vwretd    1.179394
dtype: float64, 16965: const    -0.012632
vwretd    1.661229
dtype: float64, 16966: const     0.015334
vwretd    0.617903
dtype: float64, 16967: const    -0.014968
vwretd    1.608681
dtype: float64, 16968: const     0.036423
vwretd    1.118697
dtype: float64, 16969: const     0.000588
vwretd    0.844686
dtype: float64, 16970: const     0.001131
vwretd    0.703054
dtype: float64, 16971: const    -0.000611
vwretd    1.537331
dtype: float64, 16974: const    -0.057193
vwretd   -0.555962
dtype: float64, 16975: const    -0.027529
vwretd    1.237017
dtype: float64, 16976: const    -0.001596
vwretd    0.563840
dtype: float64, 16978: const     0.014859
vwretd    0.236001
dtype: float64, 16979: const    -0.007085
vwretd    0.743412
dtype: float64, 16980: const    -0.154570
vwretd    1.595083
dtype: float64, 16981: const     0.007843
vwretd    2.004452
dtype: float64, 16982: const     0.003719
vwretd    0.345046
dtype: float64, 16983: const    -0.000864
vwretd    0.386952
dtype: float64, 16984: const     0.000664
vwretd    0.801362
dtype: float64, 16985: const     0.005307
vwretd    1.148555
dtype: float64, 16986: const     0.026414
vwretd    1.703948
dtype: float64, 16987: const    -0.055105
vwretd    1.816027
dtype: float64, 16988: const    -0.133921
vwretd    0.621428
dtype: float64, 16989: const     0.012635
vwretd    0.867929
dtype: float64, 16990: const    -0.000538
vwretd   -0.319635
dtype: float64, 16991: const     0.006408
vwretd    1.138170
dtype: float64, 16992: const    -0.015950
vwretd   -0.119293
dtype: float64, 16993: const     0.012802
vwretd    1.258010
dtype: float64, 16994: const     0.022196
vwretd    1.523089
dtype: float64, 16995: const    -0.003912
vwretd    0.399363
dtype: float64, 16996: const    -0.004606
vwretd    1.239804
dtype: float64, 16997: const    -0.012247
vwretd    1.263513
dtype: float64, 16998: const    -0.034780
vwretd    1.026576
dtype: float64, 16999: const    -0.022145
vwretd    2.300759
dtype: float64, 17000: const     0.026598
vwretd    1.905477
dtype: float64, 17001: const     0.001848
vwretd    0.890546
dtype: float64, 17002: const    -0.004126
vwretd    1.087062
dtype: float64, 17003: const    -0.001633
vwretd    0.307566
dtype: float64, 17004: const    -0.003247
vwretd    0.783654
dtype: float64, 17005: const     0.005631
vwretd    0.875385
dtype: float64, 17006: const     0.038126
vwretd    0.587855
dtype: float64, 17007: const    -0.000171
vwretd    1.034136
dtype: float64, 17008: const    -0.002255
vwretd    0.827787
dtype: float64, 17009: const    -0.003645
vwretd    1.138728
dtype: float64, 17010: const     0.001064
vwretd    0.103532
dtype: float64, 17011: const     0.000459
vwretd    0.116467
dtype: float64, 17012: const     0.002746
vwretd    0.679432
dtype: float64, 17013: const     0.007350
vwretd    1.920836
dtype: float64, 17014: const    -0.022815
vwretd    1.289190
dtype: float64, 17015: const    -0.013231
vwretd    0.846753
dtype: float64, 17016: const    -0.000271
vwretd    1.018242
dtype: float64, 17017: const    -0.045125
vwretd    1.821912
dtype: float64, 17018: const    -0.000411
vwretd    0.085686
dtype: float64, 17019: const    -0.028379
vwretd    0.594776
dtype: float64, 17020: const     0.000924
vwretd    1.004846
dtype: float64, 17021: const     0.036418
vwretd    1.137195
dtype: float64, 17022: const     0.005431
vwretd    1.164369
dtype: float64, 17023: const     0.028960
vwretd    1.697722
dtype: float64, 17024: const    -0.006105
vwretd    0.982207
dtype: float64, 17025: const    -0.006553
vwretd    1.109438
dtype: float64, 17026: const    -0.013317
vwretd    0.765849
dtype: float64, 17027: const    -0.013298
vwretd    0.718640
dtype: float64, 17028: const     0.003566
vwretd    0.007233
dtype: float64, 17029: const     0.006167
vwretd    0.050623
dtype: float64, 17030: const     0.000414
vwretd    0.798502
dtype: float64, 17031: const    -0.000553
vwretd    0.900640
dtype: float64, 17032: const     0.001179
vwretd    0.613469
dtype: float64, 17033: const    -0.011050
vwretd    1.448426
dtype: float64, 17034: const    -0.002011
vwretd    1.532612
dtype: float64, 17035: const     0.010354
vwretd    1.812029
dtype: float64, 17036: const    -0.001814
vwretd    0.845035
dtype: float64, 17037: const     0.014817
vwretd    1.538727
dtype: float64, 17038: const    -0.020044
vwretd    2.259856
dtype: float64, 17039: const     0.018956
vwretd    1.980062
dtype: float64, 17040: const    -0.040236
vwretd    2.659751
dtype: float64, 17041: const    -0.021896
vwretd    0.764244
dtype: float64, 17042: const    -0.071499
vwretd    1.504229
dtype: float64, 17043: const     0.013059
vwretd    1.647571
dtype: float64, 17044: const     0.000206
vwretd    0.996953
dtype: float64, 17045: const     0.027539
vwretd    1.010307
dtype: float64, 17046: const     0.013832
vwretd    0.177145
dtype: float64, 17047: const    -0.021893
vwretd    1.856139
dtype: float64, 17048: const    -0.000074
vwretd    1.949647
dtype: float64, 17049: const     0.007955
vwretd    1.138290
dtype: float64, 17050: const    -0.020242
vwretd    1.080315
dtype: float64, 17051: const    -0.022056
vwretd    2.365673
dtype: float64, 17052: const    -0.005597
vwretd    0.797921
dtype: float64, 17053: const    -0.000885
vwretd    0.974371
dtype: float64, 17054: const    -0.004044
vwretd    0.666951
dtype: float64, 17055: const    -0.008547
vwretd    1.129852
dtype: float64, 17056: const    -0.001757
vwretd    0.942499
dtype: float64, 17057: const    -0.021055
vwretd    1.145683
dtype: float64, 17058: const    -0.02571
vwretd    0.07041
dtype: float64, 17059: const     0.000802
vwretd    0.611299
dtype: float64, 17060: const     0.000202
vwretd    0.750905
dtype: float64, 17061: const    -0.003409
vwretd    0.901803
dtype: float64, 17062: const    -0.004522
vwretd    0.869616
dtype: float64, 17063: const     0.002199
vwretd    0.825002
dtype: float64, 17064: const     0.001417
vwretd    1.497444
dtype: float64, 17065: const     0.003441
vwretd    1.509334
dtype: float64, 17066: const    -0.008174
vwretd    1.029346
dtype: float64, 17067: const    -0.000362
vwretd    1.007842
dtype: float64, 17068: const    -0.004032
vwretd    0.649884
dtype: float64, 17069: const    -0.004418
vwretd    1.044749
dtype: float64, 17070: const    -0.004349
vwretd    0.580642
dtype: float64, 17071: const    -0.007725
vwretd    1.049769
dtype: float64, 17072: const     0.002280
vwretd    1.702666
dtype: float64, 17073: const    -0.003098
vwretd    1.714994
dtype: float64, 17074: const    -0.003208
vwretd    1.032748
dtype: float64, 17075: const    -0.005563
vwretd    0.468934
dtype: float64, 17076: const    -0.000510
vwretd    0.976797
dtype: float64, 17077: const    -0.001163
vwretd    0.999697
dtype: float64, 17078: const    -0.001607
vwretd    1.043953
dtype: float64, 17079: const     0.001375
vwretd    1.356723
dtype: float64, 17080: const    -0.016429
vwretd    0.388655
dtype: float64, 17081: const    -0.004440
vwretd    0.817995
dtype: float64, 17082: const     0.001316
vwretd    0.443434
dtype: float64, 17083: const     0.000359
vwretd    1.050179
dtype: float64, 17084: const     0.002639
vwretd    0.901471
dtype: float64, 17085: const     0.000802
vwretd    1.003489
dtype: float64, 17086: const     0.003127
vwretd    0.747349
dtype: float64, 17087: const     0.000773
vwretd    0.979490
dtype: float64, 17088: const    -0.049066
vwretd    0.379574
dtype: float64, 17089: const    -0.003392
vwretd    1.141845
dtype: float64, 17090: const    -0.026486
vwretd   -0.420453
dtype: float64, 17091: const    -0.040040
vwretd    2.071277
dtype: float64, 17092: const    -0.001195
vwretd    1.289156
dtype: float64, 17093: const     0.000348
vwretd    1.121853
dtype: float64, 17094: const     0.007704
vwretd    0.704825
dtype: float64, 17095: const    -0.002189
vwretd   -1.168623
dtype: float64, 17096: const    -0.011551
vwretd    0.686561
dtype: float64, 17097: const     0.102494
vwretd    1.830056
dtype: float64, 17098: const    -0.005051
vwretd    1.254937
dtype: float64, 17099: const     0.001495
vwretd    1.729172
dtype: float64, 17100: const    -0.038381
vwretd    1.208823
dtype: float64, 17101: const     0.003776
vwretd    1.147488
dtype: float64, 17102: const     0.038260
vwretd    0.746609
dtype: float64, 17103: const     0.018634
vwretd    1.156216
dtype: float64, 17104: const     0.022711
vwretd    1.324128
dtype: float64, 17105: const    -0.037199
vwretd    0.734761
dtype: float64, 17106: const     0.000341
vwretd    1.196791
dtype: float64, 17107: const    -0.035216
vwretd    2.572412
dtype: float64, 17108: const    -0.002204
vwretd    1.019881
dtype: float64, 17109: const     0.025760
vwretd    0.189562
dtype: float64, 17110: const    -0.059861
vwretd    2.188680
dtype: float64, 17112: const    -0.000193
vwretd    0.214925
dtype: float64, 17113: const    -0.037001
vwretd    1.117863
dtype: float64, 17114: const     0.006587
vwretd    0.037623
dtype: float64, 17115: const    -0.000728
vwretd    1.029795
dtype: float64, 17116: const    -0.019444
vwretd    1.543707
dtype: float64, 17117: const     0.010801
vwretd    0.527101
dtype: float64, 17119: const    -0.004570
vwretd    0.737061
dtype: float64, 17120: const    -0.012317
vwretd    1.735466
dtype: float64, 17121: const    -0.013668
vwretd    0.801262
dtype: float64, 17122: const     0.012038
vwretd    0.330688
dtype: float64, 17123: const    -0.001436
vwretd    1.197439
dtype: float64, 17124: const    -0.001015
vwretd    0.258185
dtype: float64, 17125: const     0.017889
vwretd    1.422931
dtype: float64, 17126: const    -0.008512
vwretd    1.825114
dtype: float64, 17127: const    -0.151451
vwretd    4.061847
dtype: float64, 17128: const     0.001791
vwretd    1.335324
dtype: float64, 17129: const    -0.009053
vwretd    1.163685
dtype: float64, 17130: const    -0.019712
vwretd    1.206278
dtype: float64, 17131: const    -0.019889
vwretd    1.214286
dtype: float64, 17132: const    -0.003529
vwretd    0.940796
dtype: float64, 17133: const     0.016143
vwretd    0.725098
dtype: float64, 17134: const    -0.002216
vwretd    1.080976
dtype: float64, 17135: const    -0.025977
vwretd    1.134601
dtype: float64, 17136: const    -0.000463
vwretd    1.349517
dtype: float64, 17137: const     0.001370
vwretd    1.179269
dtype: float64, 17138: const    -0.000942
vwretd    1.067911
dtype: float64, 17139: const    -0.069650
vwretd    1.843458
dtype: float64, 17140: const    -0.016836
vwretd    2.424300
dtype: float64, 17141: const     0.011593
vwretd    0.789625
dtype: float64, 17142: const    -0.003651
vwretd    0.933234
dtype: float64, 17144: const     0.006152
vwretd    0.537476
dtype: float64, 17145: const     0.017884
vwretd    0.308183
dtype: float64, 17146: const    -0.019589
vwretd    0.272100
dtype: float64, 17147: const    -0.069195
vwretd    0.264089
dtype: float64, 17148: const    -0.001468
vwretd    0.694385
dtype: float64, 17150: const    -0.024234
vwretd    0.560687
dtype: float64, 17151: const     0.003520
vwretd    0.932278
dtype: float64, 17152: const     0.002994
vwretd    1.606754
dtype: float64, 17153: const     0.016553
vwretd    2.706538
dtype: float64, 17154: const    -0.032068
vwretd    0.809040
dtype: float64, 17155: const     0.003151
vwretd    1.398733
dtype: float64, 17156: const     0.003272
vwretd   -0.024532
dtype: float64, 17157: const     0.040357
vwretd    0.496135
dtype: float64, 17160: const    -0.004658
vwretd    1.542599
dtype: float64, 17161: const    -0.012527
vwretd    1.107436
dtype: float64, 17178: const    -0.028691
vwretd    2.706501
dtype: float64, 17179: const    -0.049307
vwretd    0.860442
dtype: float64, 17180: const     0.025628
vwretd   -0.154082
dtype: float64, 17181: const    -0.012704
vwretd    0.970909
dtype: float64, 17182: const     0.033752
vwretd    1.920935
dtype: float64, 17183: const    -0.005257
vwretd    1.135100
dtype: float64, 17184: const     0.000035
vwretd    0.122253
dtype: float64, 17185: const    -0.006248
vwretd    0.706910
dtype: float64, 17186: const    -0.005333
vwretd    0.185444
dtype: float64, 17187: const     0.001406
vwretd    1.457477
dtype: float64, 17188: const     0.049329
vwretd    0.894377
dtype: float64, 17189: const    -0.010090
vwretd    0.822679
dtype: float64, 17190: const     0.000888
vwretd    0.078243
dtype: float64, 17191: const    -0.000276
vwretd    1.000370
dtype: float64, 17192: const    -0.006321
vwretd    1.556763
dtype: float64, 17193: const    -0.004405
vwretd    1.305835
dtype: float64, 17194: const    -0.021463
vwretd    1.464672
dtype: float64, 17195: const     0.000808
vwretd    0.731189
dtype: float64, 17196: const     0.007161
vwretd    0.924277
dtype: float64, 17197: const    -0.043535
vwretd    1.900889
dtype: float64, 17198: const     0.002258
vwretd    0.511862
dtype: float64, 17199: const    -0.001002
vwretd    0.672738
dtype: float64, 17200: const    -0.004289
vwretd    0.917196
dtype: float64, 17201: const     0.012980
vwretd    0.945958
dtype: float64, 17202: const     0.018494
vwretd   -0.085517
dtype: float64, 17203: const     0.015324
vwretd   -0.040811
dtype: float64, 17204: const     0.015388
vwretd   -0.090614
dtype: float64, 17205: const     0.002164
vwretd    0.367866
dtype: float64, 17206: const     0.017957
vwretd   -0.213586
dtype: float64, 17207: const     0.017381
vwretd   -0.125888
dtype: float64, 17208: const    -0.000365
vwretd    1.957958
dtype: float64, 17209: const     0.007321
vwretd    0.777266
dtype: float64, 17210: const     0.016942
vwretd   -0.169173
dtype: float64, 17211: const     0.019533
vwretd   -0.145189
dtype: float64, 17212: const     0.016244
vwretd   -0.143111
dtype: float64, 17213: const     0.001141
vwretd    0.258764
dtype: float64, 17214: const     0.002310
vwretd    0.228591
dtype: float64, 17215: const     0.017548
vwretd   -0.271466
dtype: float64, 17216: const     0.004713
vwretd    1.092309
dtype: float64, 17217: const     0.010740
vwretd    1.038204
dtype: float64, 17218: const     0.016084
vwretd   -0.136967
dtype: float64, 17219: const     0.012507
vwretd   -0.118323
dtype: float64, 17220: const     0.017843
vwretd   -0.357350
dtype: float64, 17221: const     0.002183
vwretd    2.274216
dtype: float64, 17222: const    -0.033633
vwretd    1.022978
dtype: float64, 17223: const     0.001598
vwretd    1.774445
dtype: float64, 17224: const     0.005019
vwretd    0.867931
dtype: float64, 17225: const    -0.009944
vwretd    0.805490
dtype: float64, 17226: const     0.007942
vwretd    0.425460
dtype: float64, 17227: const    -0.010436
vwretd    1.574003
dtype: float64, 17228: const    -0.000406
vwretd    0.209243
dtype: float64, 17229: const    -0.000467
vwretd    0.942203
dtype: float64, 17230: const    -0.006314
vwretd    1.476741
dtype: float64, 17231: const    -0.018734
vwretd    1.024359
dtype: float64, 17232: const     0.004497
vwretd    0.641937
dtype: float64, 17233: const     0.001701
vwretd    0.930207
dtype: float64, 17234: const    -0.050245
vwretd    1.270006
dtype: float64, 17235: const    -0.002086
vwretd    0.513631
dtype: float64, 17236: const    -0.000433
vwretd    0.338493
dtype: float64, 17237: const    -0.000476
vwretd    0.341888
dtype: float64, 17238: const     0.000414
vwretd    0.940247
dtype: float64, 17239: const     0.002167
vwretd    0.955910
dtype: float64, 17240: const     0.002923
vwretd    1.032550
dtype: float64, 17241: const     0.011479
vwretd    0.627433
dtype: float64, 17242: const     0.002764
vwretd    1.062887
dtype: float64, 17243: const    -0.003998
vwretd    0.864376
dtype: float64, 17244: const    -0.004623
vwretd    0.821528
dtype: float64, 17245: const    -0.037808
vwretd    1.294664
dtype: float64, 17246: const     0.001414
vwretd    0.649143
dtype: float64, 17247: const    -0.002742
vwretd    0.453359
dtype: float64, 17248: const    -0.012904
vwretd    0.174131
dtype: float64, 17249: const     0.000417
vwretd    1.260125
dtype: float64, 17250: const     0.038326
vwretd    1.566867
dtype: float64, 17251: const     0.042344
vwretd    3.599416
dtype: float64, 17252: const    -0.014193
vwretd    2.471524
dtype: float64, 17253: const     0.006947
vwretd    0.238077
dtype: float64, 17254: const    -0.015677
vwretd    1.665376
dtype: float64, 17255: const     0.002828
vwretd    0.052964
dtype: float64, 17257: const     0.008415
vwretd    1.105122
dtype: float64, 17258: const     0.039674
vwretd    0.919175
dtype: float64, 17259: const    -0.008762
vwretd    2.296219
dtype: float64, 17260: const    -0.012217
vwretd    1.770115
dtype: float64, 17262: const    -0.015105
vwretd    1.979461
dtype: float64, 17263: const    -0.015201
vwretd    1.700757
dtype: float64, 17264: const    -0.001573
vwretd    0.548487
dtype: float64, 17265: const    -0.001204
vwretd    0.960757
dtype: float64, 17266: const    -0.083154
vwretd    1.351770
dtype: float64, 17267: const     0.005616
vwretd    0.693273
dtype: float64, 17268: const     0.011502
vwretd    1.136397
dtype: float64, 17269: const    -0.007823
vwretd    0.133020
dtype: float64, 17270: const     0.031551
vwretd    2.169692
dtype: float64, 17271: const    -0.053386
vwretd    1.377732
dtype: float64, 17272: const    -0.016790
vwretd    2.112243
dtype: float64, 17273: const    -0.064369
vwretd    2.304950
dtype: float64, 17275: const    -0.014263
vwretd    1.283412
dtype: float64, 17276: const    -0.103708
vwretd    3.257216
dtype: float64, 17277: const     0.002396
vwretd    1.477907
dtype: float64, 17278: const    -0.027838
vwretd    1.197138
dtype: float64, 17279: const     0.019330
vwretd    0.311658
dtype: float64, 17281: const     0.008744
vwretd    2.026143
dtype: float64, 17282: const    -0.006818
vwretd    1.476611
dtype: float64, 17283: const     0.022974
vwretd    0.200809
dtype: float64, 17284: const     0.005352
vwretd    0.922254
dtype: float64, 17285: const     0.007124
vwretd    0.824194
dtype: float64, 17286: const     0.000615
vwretd    1.289420
dtype: float64, 17287: const    -0.012099
vwretd    1.754653
dtype: float64, 17289: const    -0.008880
vwretd    1.157688
dtype: float64, 17290: const    -0.003247
vwretd    1.127677
dtype: float64, 17291: const     0.004409
vwretd    0.860292
dtype: float64, 17292: const     0.008644
vwretd    1.082382
dtype: float64, 17293: const    -0.014057
vwretd    1.621010
dtype: float64, 17294: const     0.004954
vwretd    1.042117
dtype: float64, 17295: const    -0.019033
vwretd    1.585449
dtype: float64, 17296: const     0.000987
vwretd    1.199129
dtype: float64, 17297: const    -0.00261
vwretd    0.66539
dtype: float64, 17298: const     0.001854
vwretd    0.679280
dtype: float64, 17299: const    -0.010565
vwretd    1.285877
dtype: float64, 17300: const     0.002013
vwretd    0.694830
dtype: float64, 17301: const    -0.026238
vwretd    0.795667
dtype: float64, 17302: const     0.000637
vwretd    0.513544
dtype: float64, 17303: const    -0.002939
vwretd    0.539402
dtype: float64, 17304: const     0.000897
vwretd    1.701170
dtype: float64, 17305: const     0.003040
vwretd    0.986345
dtype: float64, 17306: const    -0.052559
vwretd    2.790903
dtype: float64, 17307: const     0.009253
vwretd    0.968963
dtype: float64, 17308: const    -0.033193
vwretd    1.453250
dtype: float64, 17309: const    -0.004668
vwretd    1.550534
dtype: float64, 17310: const     0.003450
vwretd    2.075474
dtype: float64, 17311: const    -0.036210
vwretd    1.150067
dtype: float64, 17312: const     0.001351
vwretd    2.120085
dtype: float64, 17313: const     0.072126
vwretd    3.142067
dtype: float64, 17315: const    -0.001916
vwretd    1.837337
dtype: float64, 17316: const    -0.018571
vwretd    1.579106
dtype: float64, 17317: const    -0.001341
vwretd    1.703084
dtype: float64, 17318: const    -0.078305
vwretd    0.650005
dtype: float64, 17320: const     0.005684
vwretd    0.642332
dtype: float64, 17321: const    -0.008338
vwretd    1.841147
dtype: float64, 17322: const    -0.092939
vwretd    0.978702
dtype: float64, 17323: const    -0.027616
vwretd    1.470147
dtype: float64, 17324: const    -0.033004
vwretd    2.231691
dtype: float64, 17325: const    -0.084665
vwretd    1.939656
dtype: float64, 17326: const    -0.072697
vwretd    2.700697
dtype: float64, 17327: const     0.003726
vwretd    1.471129
dtype: float64, 17328: const    -0.003916
vwretd    1.216007
dtype: float64, 17330: const     0.001843
vwretd    1.319304
dtype: float64, 17331: const    -0.076276
vwretd    1.858619
dtype: float64, 17332: const     0.020167
vwretd    1.200847
dtype: float64, 17334: const     0.013494
vwretd    1.078858
dtype: float64, 17337: const    -0.019901
vwretd    0.890412
dtype: float64, 17338: const     0.007008
vwretd    1.608731
dtype: float64, 17339: const     0.002043
vwretd    1.177850
dtype: float64, 17340: const    -0.000498
vwretd    1.383736
dtype: float64, 17341: const     0.024815
vwretd    0.909917
dtype: float64, 17342: const    -0.005472
vwretd    0.857148
dtype: float64, 17343: const     0.029053
vwretd    1.278816
dtype: float64, 17344: const    -0.007128
vwretd    1.835587
dtype: float64, 17345: const    -0.027205
vwretd    0.711301
dtype: float64, 17346: const     0.026627
vwretd    1.184040
dtype: float64, 17347: const     0.005019
vwretd    1.363363
dtype: float64, 17348: const     0.013701
vwretd    0.663372
dtype: float64, 17349: const     0.053989
vwretd    1.298122
dtype: float64, 17350: const     0.003466
vwretd    0.739417
dtype: float64, 17351: const    -0.010527
vwretd    1.271538
dtype: float64, 17353: const    -0.003217
vwretd    0.799698
dtype: float64, 17354: const    -0.057717
vwretd    4.063074
dtype: float64, 17355: const     0.006854
vwretd    0.339757
dtype: float64, 17356: const    -0.012527
vwretd    0.498890
dtype: float64, 17357: const     0.022808
vwretd    2.386758
dtype: float64, 17358: const    -0.039479
vwretd    0.008267
dtype: float64, 17359: const     0.000514
vwretd    0.373824
dtype: float64, 17360: const     0.078785
vwretd    0.018813
dtype: float64, 17361: const    -0.036780
vwretd    0.769437
dtype: float64, 17362: const    -0.014865
vwretd    0.605242
dtype: float64, 17363: const    -0.006754
vwretd    0.991762
dtype: float64, 17364: const     0.007843
vwretd    0.776483
dtype: float64, 17365: const     0.016940
vwretd    1.941451
dtype: float64, 17366: const     0.040177
vwretd    1.744360
dtype: float64, 17367: const    -0.008886
vwretd    0.820171
dtype: float64, 17368: const     0.001130
vwretd    0.598825
dtype: float64, 17369: const    -0.033655
vwretd    0.222155
dtype: float64, 17370: const    -0.011494
vwretd    0.931433
dtype: float64, 17371: const    -0.007412
vwretd    1.006042
dtype: float64, 17372: const     0.049871
vwretd    1.684863
dtype: float64, 17373: const     0.006256
vwretd    0.877115
dtype: float64, 17374: const     0.027956
vwretd    0.932997
dtype: float64, 17375: const    -0.001741
vwretd    0.931832
dtype: float64, 17376: const    -0.002914
vwretd    0.928651
dtype: float64, 17377: const     0.003025
vwretd    0.265018
dtype: float64, 17378: const    -0.016643
vwretd    0.627099
dtype: float64, 17379: const    -0.060621
vwretd    0.009212
dtype: float64, 17380: const    -0.021621
vwretd    0.884521
dtype: float64, 17381: const     0.012198
vwretd    0.355949
dtype: float64, 17382: const    -0.028844
vwretd    1.847596
dtype: float64, 17383: const    -0.003248
vwretd    1.151613
dtype: float64, 17384: const    -0.009080
vwretd    1.278139
dtype: float64, 17385: const    -0.008152
vwretd    1.118326
dtype: float64, 17388: const    -0.003268
vwretd    1.041824
dtype: float64, 17389: const    -0.004850
vwretd    1.280684
dtype: float64, 17390: const    -0.005967
vwretd    0.954307
dtype: float64, 17391: const    -0.006373
vwretd    0.937415
dtype: float64, 17392: const     0.000691
vwretd    1.143888
dtype: float64, 17393: const    -0.005079
vwretd    0.514611
dtype: float64, 17394: const     0.003686
vwretd   -0.129199
dtype: float64, 17395: const     0.003975
vwretd    0.762202
dtype: float64, 17396: const    -0.039744
vwretd    1.110734
dtype: float64, 17397: const     0.000702
vwretd    0.021868
dtype: float64, 17398: const     0.01178
vwretd    1.21973
dtype: float64, 17399: const     0.014300
vwretd    0.220757
dtype: float64, 17400: const     0.000886
vwretd    2.262069
dtype: float64, 17401: const     0.038267
vwretd    0.527754
dtype: float64, 17402: const     0.039005
vwretd    0.268201
dtype: float64, 17406: const    -0.000857
vwretd    0.800233
dtype: float64, 17407: const    -0.000571
vwretd   -0.558265
dtype: float64, 17408: const     0.003655
vwretd    0.014719
dtype: float64, 17409: const     0.004650
vwretd   -0.057616
dtype: float64, 17410: const    -0.005218
vwretd    0.469866
dtype: float64, 17411: const    -0.002336
vwretd    0.881637
dtype: float64, 17412: const     0.000655
vwretd    1.119750
dtype: float64, 17413: const    -0.002432
vwretd    0.575696
dtype: float64, 17414: const     0.000080
vwretd    0.975848
dtype: float64, 17415: const    -0.001357
vwretd    0.705339
dtype: float64, 17416: const    -0.004763
vwretd    1.079830
dtype: float64, 17417: const     0.00067
vwretd    0.33766
dtype: float64, 17419: const     0.008888
vwretd    0.879307
dtype: float64, 17420: const     0.012000
vwretd    0.425005
dtype: float64, 17422: const    -0.005192
vwretd    0.811559
dtype: float64, 17424: const     0.005146
vwretd    0.446656
dtype: float64, 17427: const     0.006819
vwretd    1.573397
dtype: float64, 17428: const     0.007907
vwretd    1.457585
dtype: float64, 17433: const    -0.011011
vwretd    1.036086
dtype: float64, 17434: const    -0.006176
vwretd    1.193442
dtype: float64, 17435: const    -0.000331
vwretd    1.924832
dtype: float64, 17437: const    -0.040525
vwretd    4.908984
dtype: float64, 17438: const     0.024301
vwretd   -5.978313
dtype: float64, 17439: const    -0.003602
vwretd    1.077464
dtype: float64, 17440: const    -0.000507
vwretd    0.742465
dtype: float64, 17441: const    -0.014331
vwretd    1.255487
dtype: float64, 17442: const    -0.001019
vwretd    0.868841
dtype: float64, 17443: const    -0.002831
vwretd    1.836645
dtype: float64, 17444: const    -0.000394
vwretd    1.497251
dtype: float64, 17445: const     0.001484
vwretd    0.899311
dtype: float64, 17446: const    -0.001677
vwretd    1.043921
dtype: float64, 17447: const     0.002080
vwretd    1.010265
dtype: float64, 17448: const     0.009833
vwretd    0.080591
dtype: float64, 17449: const    -0.002578
vwretd    0.448423
dtype: float64, 17450: const     0.001361
vwretd    1.271403
dtype: float64, 17451: const     0.003149
vwretd    0.964952
dtype: float64, 17452: const     0.023184
vwretd    1.635045
dtype: float64, 17453: const    -0.002129
vwretd    1.211818
dtype: float64, 17454: const    -0.000310
vwretd    1.044062
dtype: float64, 17456: const    -0.001958
vwretd    0.471985
dtype: float64, 17457: const    -0.001490
vwretd    0.354983
dtype: float64, 17458: const     0.001352
vwretd    0.523445
dtype: float64, 17459: const    -0.000428
vwretd    0.947979
dtype: float64, 17460: const     0.004215
vwretd    0.843984
dtype: float64, 17461: const     0.000698
vwretd    0.047163
dtype: float64, 17462: const     0.001803
vwretd    0.638267
dtype: float64, 17463: const    -0.007510
vwretd    1.108913
dtype: float64, 17464: const     0.002338
vwretd    1.086734
dtype: float64, 17465: const    -0.001699
vwretd    1.100564
dtype: float64, 17466: const     0.000476
vwretd    1.010950
dtype: float64, 17467: const     0.004037
vwretd    0.597679
dtype: float64, 17468: const     0.001740
vwretd    0.800767
dtype: float64, 17469: const     0.000621
vwretd    0.012242
dtype: float64, 17470: const     0.001958
vwretd    0.038902
dtype: float64, 17471: const     0.000605
vwretd    0.255249
dtype: float64, 17472: const    -0.002321
vwretd    0.541156
dtype: float64, 17473: const    -0.003105
vwretd    0.542387
dtype: float64, 17474: const    -0.010289
vwretd    0.938826
dtype: float64, 17475: const     0.002873
vwretd    0.356633
dtype: float64, 17476: const    -0.001477
vwretd    0.723990
dtype: float64, 17477: const     0.002291
vwretd    0.485679
dtype: float64, 17478: const     0.006179
vwretd    0.968760
dtype: float64, 17479: const     0.000951
vwretd    0.017486
dtype: float64, 17480: const     0.001684
vwretd    0.800911
dtype: float64, 17481: const     0.006603
vwretd    0.168332
dtype: float64, 17482: const     0.006083
vwretd    0.084229
dtype: float64, 17483: const    -0.000688
vwretd    0.280203
dtype: float64, 17484: const    -0.000423
vwretd    0.429568
dtype: float64, 17485: const    -0.001521
vwretd    1.154571
dtype: float64, 17486: const     0.002962
vwretd    0.799413
dtype: float64, 17487: const     0.010509
vwretd    0.519442
dtype: float64, 17488: const    -0.008703
vwretd    1.367333
dtype: float64, 17489: const     0.000889
vwretd    0.031152
dtype: float64, 17490: const    -0.000851
vwretd    0.799392
dtype: float64, 17491: const    -0.001455
vwretd    0.826813
dtype: float64, 17492: const     0.011346
vwretd    0.729206
dtype: float64, 17493: const    -0.007253
vwretd    1.332427
dtype: float64, 17494: const    -0.024902
vwretd    1.414543
dtype: float64, 17495: const    -0.000659
vwretd    1.497344
dtype: float64, 17496: const     0.001471
vwretd    1.185993
dtype: float64, 17497: const    -0.004009
vwretd    1.188942
dtype: float64, 17498: const    -0.001941
vwretd    1.019047
dtype: float64, 17499: const    -0.005618
vwretd    0.900248
dtype: float64, 17500: const    -0.009195
vwretd    1.088670
dtype: float64, 17501: const    -0.002690
vwretd    1.233402
dtype: float64, 17502: const     0.004837
vwretd    0.264045
dtype: float64, 17503: const    -0.001838
vwretd    0.779696
dtype: float64, 17504: const    -0.002183
vwretd    0.803278
dtype: float64, 17505: const     0.000216
vwretd    0.766332
dtype: float64, 17506: const    -0.000202
vwretd    0.100907
dtype: float64, 17507: const     0.002215
vwretd    1.206540
dtype: float64, 17508: const     0.004931
vwretd    1.311019
dtype: float64, 17509: const     0.004521
vwretd    0.640562
dtype: float64, 17510: const     0.004637
vwretd    0.168646
dtype: float64, 17511: const     0.005188
vwretd    0.248471
dtype: float64, 17512: const    -0.001566
vwretd    1.156224
dtype: float64, 17513: const     0.001262
vwretd    0.058315
dtype: float64, 17514: const     0.002336
vwretd    1.030536
dtype: float64, 17515: const    -0.004929
vwretd    1.421813
dtype: float64, 17516: const    -0.029369
vwretd    1.537504
dtype: float64, 17517: const    -0.004070
vwretd    0.410846
dtype: float64, 17518: const     0.002372
vwretd    0.996481
dtype: float64, 17519: const     0.001240
vwretd    0.029611
dtype: float64, 17520: const    -0.000187
vwretd    0.219698
dtype: float64, 17521: const    -0.001517
vwretd    0.436259
dtype: float64, 17522: const    -0.000908
vwretd    0.547804
dtype: float64, 17523: const    -0.001674
vwretd    1.691819
dtype: float64, 17524: const    -0.004031
vwretd    0.760013
dtype: float64, 17525: const    -0.002460
vwretd    0.905091
dtype: float64, 17526: const     0.000613
vwretd    0.542134
dtype: float64, 17527: const    -0.006654
vwretd    0.654957
dtype: float64, 17528: const     0.000410
vwretd    0.914929
dtype: float64, 17529: const     0.003418
vwretd    0.140652
dtype: float64, 17530: const     0.000666
vwretd    0.935239
dtype: float64, 17531: const     0.001603
vwretd    2.043806
dtype: float64, 17532: const     0.037527
vwretd   -0.025946
dtype: float64, 17533: const    -0.002796
vwretd    0.233809
dtype: float64, 17534: const    -0.001530
vwretd    0.739373
dtype: float64, 17535: const    -0.005613
vwretd    0.331620
dtype: float64, 17536: const     0.000777
vwretd    0.619257
dtype: float64, 17537: const    -0.003573
vwretd    0.412170
dtype: float64, 17538: const    -0.003939
vwretd    0.360362
dtype: float64, 17539: const     0.001015
vwretd    0.381830
dtype: float64, 17540: const     0.002667
vwretd    1.094038
dtype: float64, 17541: const    -0.000507
vwretd    0.923657
dtype: float64, 17542: const    -0.000341
vwretd    1.103400
dtype: float64, 17543: const    -0.002190
vwretd    1.075334
dtype: float64, 17544: const    -0.001565
vwretd    1.148629
dtype: float64, 17545: const    -0.001951
vwretd    0.894276
dtype: float64, 17546: const    -0.003678
vwretd    0.851056
dtype: float64, 17547: const    -0.004923
vwretd    0.727332
dtype: float64, 17548: const    -0.006193
vwretd    1.127040
dtype: float64, 17549: const    -0.001845
vwretd    0.970066
dtype: float64, 17550: const     0.006476
vwretd    0.784386
dtype: float64, 17551: const     0.001910
vwretd    0.919942
dtype: float64, 17552: const    -0.001132
vwretd    1.039416
dtype: float64, 17553: const    -0.002170
vwretd    1.158614
dtype: float64, 17554: const     0.002839
vwretd    0.765866
dtype: float64, 17555: const     0.005398
vwretd    0.877882
dtype: float64, 17556: const    -0.009790
vwretd    0.771441
dtype: float64, 17557: const    -0.007972
vwretd    0.841386
dtype: float64, 17558: const     0.003457
vwretd    0.758693
dtype: float64, 17559: const     0.001807
vwretd    1.042062
dtype: float64, 17560: const    -0.009634
vwretd    0.620183
dtype: float64, 17561: const     0.002189
vwretd    0.550803
dtype: float64, 17562: const     0.001356
vwretd    0.357419
dtype: float64, 17563: const     0.003437
vwretd    0.689080
dtype: float64, 17564: const     0.010842
vwretd    0.411322
dtype: float64, 17565: const    -0.000998
vwretd    0.813097
dtype: float64, 17566: const    -0.006210
vwretd    1.615703
dtype: float64, 17567: const    -0.029157
vwretd    0.301798
dtype: float64, 17568: const     0.000537
vwretd    0.336309
dtype: float64, 17569: const    -0.000033
vwretd    1.227835
dtype: float64, 17570: const    -0.004023
vwretd    0.951648
dtype: float64, 17571: const     0.003157
vwretd    1.083051
dtype: float64, 17572: const    -0.000057
vwretd    0.766388
dtype: float64, 17573: const    -0.000462
vwretd    0.649670
dtype: float64, 17574: const     0.013763
vwretd    1.761420
dtype: float64, 17575: const    -0.000685
vwretd    0.507329
dtype: float64, 17576: const    -0.000828
vwretd    0.371272
dtype: float64, 17577: const     0.001352
vwretd    0.097514
dtype: float64, 17578: const    -0.004654
vwretd    0.873651
dtype: float64, 17579: const    -0.001956
vwretd    1.167374
dtype: float64, 17580: const     0.001260
vwretd    0.976814
dtype: float64, 17581: const     0.001650
vwretd    0.818679
dtype: float64, 17582: const    -0.002108
vwretd    1.603598
dtype: float64, 17583: const    -0.000944
vwretd    1.053216
dtype: float64, 17584: const    -0.001448
vwretd    0.999425
dtype: float64, 17585: const    -0.003125
vwretd    1.056549
dtype: float64, 17586: const    -0.003753
vwretd    0.669308
dtype: float64, 17587: const    -0.007965
vwretd    1.123676
dtype: float64, 17588: const    -0.003080
vwretd    0.949422
dtype: float64, 17589: const    -0.001137
vwretd    0.382685
dtype: float64, 17590: const     0.002570
vwretd    1.418192
dtype: float64, 17591: const    -0.001311
vwretd    1.112016
dtype: float64, 17592: const     0.002276
vwretd   -0.065036
dtype: float64, 17593: const    -0.000902
vwretd    0.319857
dtype: float64, 17594: const    -0.000520
vwretd    0.171649
dtype: float64, 17595: const    -0.003568
vwretd    0.638927
dtype: float64, 17596: const    -0.001753
vwretd   -0.301002
dtype: float64, 17597: const     0.002873
vwretd    0.478486
dtype: float64, 17598: const    -0.005075
vwretd    1.144613
dtype: float64, 17599: const    -0.001563
vwretd    0.432024
dtype: float64, 17600: const     0.000341
vwretd    0.076599
dtype: float64, 17601: const     0.001627
vwretd    1.041947
dtype: float64, 17602: const     0.002569
vwretd    0.940928
dtype: float64, 17603: const    -0.004701
vwretd    1.765670
dtype: float64, 17604: const    -0.001168
vwretd    1.271724
dtype: float64, 17605: const     0.005267
vwretd    0.382349
dtype: float64, 17606: const    -0.000803
vwretd    0.627933
dtype: float64, 17607: const     0.000111
vwretd    0.060323
dtype: float64, 17608: const    -0.002208
vwretd    0.312787
dtype: float64, 17609: const     0.002624
vwretd    0.171485
dtype: float64, 17610: const     0.001716
vwretd    0.995038
dtype: float64, 17611: const    -0.004918
vwretd    0.761658
dtype: float64, 17612: const     0.000501
vwretd    1.323115
dtype: float64, 17613: const    -0.004271
vwretd    0.888715
dtype: float64, 17614: const    -0.005992
vwretd    0.875607
dtype: float64, 17615: const    -0.003475
vwretd    0.958500
dtype: float64, 17618: const     0.009271
vwretd   -0.338321
dtype: float64, 17619: const     0.010885
vwretd   -0.083023
dtype: float64, 17620: const    -0.002049
vwretd    1.097219
dtype: float64, 17621: const     0.000273
vwretd    0.766934
dtype: float64, 17622: const     0.000591
vwretd    1.037302
dtype: float64, 17623: const    -0.000738
vwretd    1.051727
dtype: float64, 17624: const    -0.000894
vwretd    1.082571
dtype: float64, 17625: const    -0.000135
vwretd    1.272234
dtype: float64, 17626: const    -0.002041
vwretd    0.878570
dtype: float64, 17627: const    -0.000459
vwretd    0.321559
dtype: float64, 17628: const    -0.000004
vwretd    0.096317
dtype: float64, 17629: const    -0.001599
vwretd    0.448830
dtype: float64, 17630: const    -0.001636
vwretd    0.265803
dtype: float64, 17631: const    -0.003522
vwretd    0.761649
dtype: float64, 17632: const    -0.002562
vwretd    0.844155
dtype: float64, 17633: const    -0.000380
vwretd    0.692954
dtype: float64, 17634: const    -0.001055
vwretd    0.763256
dtype: float64, 17635: const    -0.002358
vwretd    0.592970
dtype: float64, 17636: const    -0.005574
vwretd    0.136124
dtype: float64, 17637: const    -0.008866
vwretd    0.696388
dtype: float64, 17638: const    -0.004961
vwretd    0.897424
dtype: float64, 17639: const    -0.007071
vwretd    0.389416
dtype: float64, 17640: const     0.001931
vwretd    0.755444
dtype: float64, 17641: const    -0.001055
vwretd    0.927193
dtype: float64, 17642: const    -0.001925
vwretd    0.963023
dtype: float64, 17643: const    -0.000385
vwretd    0.865132
dtype: float64, 17644: const    -0.002145
vwretd    0.783031
dtype: float64, 17645: const     0.000111
vwretd    0.068231
dtype: float64, 17646: const    -0.000384
vwretd    1.675781
dtype: float64, 17647: const     0.027698
vwretd    0.639412
dtype: float64, 17648: const    -0.007659
vwretd    0.755502
dtype: float64, 17649: const     0.000688
vwretd    0.906501
dtype: float64, 17650: const    -0.001597
vwretd    0.345502
dtype: float64, 17651: const    -0.007702
vwretd    1.254145
dtype: float64, 17652: const    -0.004570
vwretd    1.257699
dtype: float64, 17653: const    -0.003843
vwretd    0.548553
dtype: float64, 17654: const     0.003315
vwretd    1.568308
dtype: float64, 17655: const     0.056693
vwretd    1.318492
dtype: float64, 17656: const    -0.002553
vwretd    0.474285
dtype: float64, 17657: const     0.000514
vwretd    0.761098
dtype: float64, 17658: const     0.003431
vwretd    0.811147
dtype: float64, 17659: const    -0.001219
vwretd    0.951515
dtype: float64, 17660: const    -0.004006
vwretd    0.681317
dtype: float64, 17661: const    -0.019282
vwretd    1.185102
dtype: float64, 17662: const     0.000849
vwretd    1.182645
dtype: float64, 17663: const     0.01038
vwretd    1.33251
dtype: float64, 17664: const    -0.021190
vwretd    1.327043
dtype: float64, 17665: const    -0.001711
vwretd    1.135842
dtype: float64, 17666: const    -0.005959
vwretd    1.180159
dtype: float64, 17667: const    -0.007277
vwretd    1.188521
dtype: float64, 17668: const    -0.000455
vwretd    0.092612
dtype: float64, 17669: const    -0.004902
vwretd    0.638863
dtype: float64, 17670: const     0.003319
vwretd    1.210221
dtype: float64, 17671: const     0.006283
vwretd    1.051569
dtype: float64, 17672: const    -0.025817
vwretd    1.237436
dtype: float64, 17673: const     0.009317
vwretd   -0.539168
dtype: float64, 17674: const    -0.001962
vwretd    0.209531
dtype: float64, 17676: const     0.003979
vwretd    1.377894
dtype: float64, 17677: const    -0.000002
vwretd    1.719233
dtype: float64, 17678: const    -0.038399
vwretd    1.244570
dtype: float64, 17679: const    -0.005576
vwretd    0.935577
dtype: float64, 17680: const    -0.039794
vwretd    1.538399
dtype: float64, 17683: const     0.007070
vwretd    0.222179
dtype: float64, 17684: const     0.019147
vwretd    0.641762
dtype: float64, 17685: const     0.008718
vwretd    0.951959
dtype: float64, 17686: const     0.000837
vwretd    1.356452
dtype: float64, 17688: const     0.004053
vwretd    1.307453
dtype: float64, 17689: const     0.000676
vwretd    1.234463
dtype: float64, 17690: const    -0.099338
vwretd    1.243924
dtype: float64, 17691: const    -0.015034
vwretd    2.262207
dtype: float64, 17692: const     0.002210
vwretd    0.796612
dtype: float64, 17693: const    -0.013444
vwretd    2.786545
dtype: float64, 17694: const    -0.036903
vwretd    0.956117
dtype: float64, 17695: const    -0.029439
vwretd    1.807931
dtype: float64, 17696: const    -0.001801
vwretd    0.189825
dtype: float64, 17697: const    -0.013135
vwretd    1.329892
dtype: float64, 17698: const    -0.012444
vwretd    1.605216
dtype: float64, 17699: const    -0.001165
vwretd    0.943154
dtype: float64, 17700: const     0.004781
vwretd    1.485628
dtype: float64, 17701: const     0.010214
vwretd    0.983666
dtype: float64, 17702: const     0.001560
vwretd    1.002959
dtype: float64, 17703: const    -0.015997
vwretd    3.032945
dtype: float64, 17704: const     0.000259
vwretd    0.127248
dtype: float64, 17705: const     0.004440
vwretd    0.416658
dtype: float64, 17706: const     0.000994
vwretd    0.043981
dtype: float64, 17707: const    -0.000443
vwretd    0.205007
dtype: float64, 17708: const     0.000747
vwretd    0.039404
dtype: float64, 17709: const    -0.004414
vwretd    0.723897
dtype: float64, 17710: const     0.002520
vwretd    0.917834
dtype: float64, 17711: const     0.027390
vwretd    1.108316
dtype: float64, 17712: const    -0.020811
vwretd    1.573603
dtype: float64, 17713: const    -0.002792
vwretd    0.992959
dtype: float64, 17714: const     0.013303
vwretd    0.890997
dtype: float64, 17715: const     0.002175
vwretd    0.630701
dtype: float64, 17716: const    -0.002989
vwretd    1.062747
dtype: float64, 17717: const     0.004744
vwretd    0.611186
dtype: float64, 17718: const    -0.000769
vwretd    1.830861
dtype: float64, 17719: const     0.014739
vwretd    1.102345
dtype: float64, 17720: const     0.001294
vwretd    0.823151
dtype: float64, 17721: const     0.003879
vwretd    0.802602
dtype: float64, 17722: const     0.001326
vwretd    0.992617
dtype: float64, 17723: const    -0.002509
vwretd    1.508747
dtype: float64, 17724: const    -0.007901
vwretd    1.319811
dtype: float64, 17725: const    -0.002329
vwretd    1.313718
dtype: float64, 17726: const     0.004730
vwretd    1.008327
dtype: float64, 17728: const    -0.000169
vwretd    1.433057
dtype: float64, 17729: const    -0.003703
vwretd    1.189930
dtype: float64, 17730: const    -0.000926
vwretd    1.221028
dtype: float64, 17731: const     0.001096
vwretd    0.973115
dtype: float64, 17732: const    -0.003632
vwretd    1.133050
dtype: float64, 17733: const    -0.001627
vwretd    1.191687
dtype: float64, 17734: const     0.000367
vwretd    1.586786
dtype: float64, 17735: const     0.016913
vwretd    1.314313
dtype: float64, 17736: const    -0.000422
vwretd    1.135155
dtype: float64, 17737: const     0.003911
vwretd    0.550120
dtype: float64, 17738: const     0.002284
vwretd    1.153054
dtype: float64, 17739: const    -0.001045
vwretd    0.960411
dtype: float64, 17740: const     0.003849
vwretd    1.081652
dtype: float64, 17741: const     0.002626
vwretd    1.139360
dtype: float64, 17742: const     0.002963
vwretd    1.741319
dtype: float64, 17743: const     0.010733
vwretd    0.624429
dtype: float64, 17744: const     0.003298
vwretd    0.824600
dtype: float64, 17745: const     0.001186
vwretd    1.114159
dtype: float64, 17746: const     0.001221
vwretd    1.056501
dtype: float64, 17747: const     0.003516
vwretd    1.682231
dtype: float64, 17748: const     0.003258
vwretd    0.602708
dtype: float64, 17749: const    -0.003887
vwretd    1.346217
dtype: float64, 17750: const     0.004386
vwretd    0.822847
dtype: float64, 17751: const     0.004443
vwretd    0.994748
dtype: float64, 17752: const    -0.002661
vwretd    0.988074
dtype: float64, 17753: const    -0.015895
vwretd    1.484748
dtype: float64, 17754: const    -0.006572
vwretd    1.412804
dtype: float64, 17757: const     0.002006
vwretd   -0.002759
dtype: float64, 17758: const     0.001366
vwretd    0.097035
dtype: float64, 17759: const     0.001640
vwretd    0.030056
dtype: float64, 17760: const     0.000107
vwretd    0.100127
dtype: float64, 17761: const     0.001705
vwretd    0.032988
dtype: float64, 17762: const     0.000110
vwretd    1.054763
dtype: float64, 17763: const    -0.003578
vwretd    0.980039
dtype: float64, 17764: const     0.002106
vwretd    0.837129
dtype: float64, 17765: const     0.000765
vwretd    0.225367
dtype: float64, 17766: const     0.001162
vwretd    0.190361
dtype: float64, 17767: const    -0.002157
vwretd    0.232817
dtype: float64, 17768: const     0.001382
vwretd    0.163246
dtype: float64, 17769: const     0.022137
vwretd    1.167313
dtype: float64, 17770: const     0.013494
vwretd    0.158856
dtype: float64, 17771: const    -0.000756
vwretd    0.359387
dtype: float64, 17772: const     0.001594
vwretd    0.126787
dtype: float64, 17773: const    -0.000759
vwretd    0.335833
dtype: float64, 17774: const     0.002082
vwretd    0.078948
dtype: float64, 17775: const    -0.000890
vwretd    0.244763
dtype: float64, 17776: const     0.002139
vwretd    0.045413
dtype: float64, 17777: const     0.003238
vwretd    0.731977
dtype: float64, 17778: const     0.010821
vwretd    0.713903
dtype: float64, 17779: const    -0.001273
vwretd    0.310131
dtype: float64, 17780: const    -0.000650
vwretd    0.654826
dtype: float64, 17781: const    -0.026800
vwretd    0.618322
dtype: float64, 17782: const    -0.017039
vwretd    1.684259
dtype: float64, 17783: const    -0.000716
vwretd    2.717351
dtype: float64, 17784: const     0.054267
vwretd    0.511897
dtype: float64, 17785: const     0.054071
vwretd    1.868738
dtype: float64, 17786: const    -0.026577
vwretd    0.082843
dtype: float64, 17787: const     0.003053
vwretd    1.457555
dtype: float64, 17788: const    -0.017992
vwretd    2.085796
dtype: float64, 17789: const    -0.005418
vwretd    1.833936
dtype: float64, 17790: const     0.00200
vwretd    1.16458
dtype: float64, 17791: const     0.012445
vwretd    0.841447
dtype: float64, 17792: const    -0.003820
vwretd    1.373849
dtype: float64, 17793: const     0.017254
vwretd    1.946548
dtype: float64, 17794: const     0.001198
vwretd    1.476187
dtype: float64, 17795: const     0.001422
vwretd    1.305478
dtype: float64, 17796: const    -0.094616
vwretd    2.452395
dtype: float64, 17797: const     0.025430
vwretd    0.732421
dtype: float64, 17798: const     0.004447
vwretd    0.940599
dtype: float64, 17799: const     0.031674
vwretd    1.559859
dtype: float64, 17800: const    -0.004684
vwretd    0.748348
dtype: float64, 17801: const     0.018037
vwretd    0.886817
dtype: float64, 17802: const    -0.000734
vwretd    1.013013
dtype: float64, 17803: const    -0.013915
vwretd    1.017321
dtype: float64, 17805: const     0.000479
vwretd    1.079168
dtype: float64, 17806: const     0.001437
vwretd    1.324685
dtype: float64, 17807: const     0.043523
vwretd    1.324563
dtype: float64, 17808: const    -0.022353
vwretd    1.676777
dtype: float64, 17809: const    -0.005254
vwretd    2.240650
dtype: float64, 17810: const     0.000749
vwretd    0.738636
dtype: float64, 17811: const    -0.012994
vwretd    1.444431
dtype: float64, 17812: const     0.023664
vwretd    2.570732
dtype: float64, 17813: const    -0.028727
vwretd    1.321588
dtype: float64, 17814: const    -0.003193
vwretd    1.719190
dtype: float64, 17815: const     0.000430
vwretd    1.001869
dtype: float64, 17816: const    -0.048842
vwretd    1.551744
dtype: float64, 17817: const     0.012024
vwretd   -0.202093
dtype: float64, 17818: const    -0.003876
vwretd    1.003315
dtype: float64, 17819: const     0.003679
vwretd    0.049292
dtype: float64, 17820: const     0.150289
vwretd    0.358777
dtype: float64, 17821: const     0.007113
vwretd    0.745828
dtype: float64, 17822: const     0.002511
vwretd    1.053487
dtype: float64, 17823: const     0.009473
vwretd    0.748437
dtype: float64, 17824: const     0.004789
vwretd    0.020743
dtype: float64, 17825: const    -0.055941
vwretd    0.523016
dtype: float64, 17826: const    -0.007966
vwretd    0.412882
dtype: float64, 17827: const    -0.045697
vwretd    2.076935
dtype: float64, 17828: const    -0.003336
vwretd    1.280792
dtype: float64, 17830: const     0.002588
vwretd    1.214429
dtype: float64, 17831: const     0.016373
vwretd    1.437295
dtype: float64, 17832: const    -0.019394
vwretd    0.571244
dtype: float64, 17833: const    -0.000186
vwretd    0.680513
dtype: float64, 17834: const     0.00356
vwretd    0.86839
dtype: float64, 17835: const    -0.024441
vwretd    1.414101
dtype: float64, 17836: const     0.011432
vwretd    1.426490
dtype: float64, 17837: const     0.021544
vwretd    1.436552
dtype: float64, 17838: const     0.004468
vwretd    0.727708
dtype: float64, 17839: const    -0.000983
vwretd    0.593271
dtype: float64, 17840: const    -0.013768
vwretd    1.040378
dtype: float64, 17842: const    -0.002654
vwretd    0.994068
dtype: float64, 17843: const    -0.002597
vwretd    1.315361
dtype: float64, 17845: const     0.000359
vwretd    0.382381
dtype: float64, 17846: const    -0.000738
vwretd    0.254562
dtype: float64, 17847: const     0.006655
vwretd    0.443713
dtype: float64, 17848: const    -0.009651
vwretd    0.246214
dtype: float64, 17849: const    -0.000265
vwretd    1.526797
dtype: float64, 17850: const    -0.007249
vwretd    0.639763
dtype: float64, 17851: const     0.000201
vwretd    0.439603
dtype: float64, 17852: const    -0.002103
vwretd    1.546948
dtype: float64, 17853: const     0.000017
vwretd    0.155580
dtype: float64, 17854: const     0.011869
vwretd    1.621981
dtype: float64, 17855: const     0.021479
vwretd    1.182451
dtype: float64, 17856: const    -0.004078
vwretd    0.532270
dtype: float64, 17857: const     0.007668
vwretd    1.353947
dtype: float64, 17858: const    -0.098848
vwretd    1.115877
dtype: float64, 17859: const    -0.010875
vwretd    1.986214
dtype: float64, 17860: const    -0.013267
vwretd    1.702214
dtype: float64, 17862: const    -0.004445
vwretd    0.809547
dtype: float64, 17863: const     0.000067
vwretd    0.814301
dtype: float64, 17864: const     0.024930
vwretd    0.279204
dtype: float64, 17865: const     0.000088
vwretd    1.504252
dtype: float64, 17866: const     0.031751
vwretd    1.314846
dtype: float64, 17867: const    -0.015031
vwretd    1.295808
dtype: float64, 17868: const    -0.064401
vwretd    1.038904
dtype: float64, 17869: const     0.006885
vwretd    1.334072
dtype: float64, 17870: const    -0.055317
vwretd    1.590087
dtype: float64, 17871: const    -0.057036
vwretd    1.417296
dtype: float64, 17872: const    -0.011131
vwretd    1.266706
dtype: float64, 17873: const     0.023145
vwretd    1.399514
dtype: float64, 17874: const     0.009374
vwretd    0.600926
dtype: float64, 17875: const     0.027561
vwretd    1.010331
dtype: float64, 17876: const    -0.006461
vwretd    2.593326
dtype: float64, 17877: const    -0.026919
vwretd    0.880463
dtype: float64, 17878: const     0.115214
vwretd   -0.060320
dtype: float64, 17879: const    -0.014394
vwretd    1.677914
dtype: float64, 17880: const     0.042873
vwretd    1.224835
dtype: float64, 17881: const    -0.000830
vwretd    1.973826
dtype: float64, 17882: const    -0.055333
vwretd    2.085549
dtype: float64, 17883: const     0.232719
vwretd   -0.658991
dtype: float64, 17884: const     0.035713
vwretd    0.870677
dtype: float64, 17885: const    -0.022598
vwretd    1.449854
dtype: float64, 17886: const    -0.026127
vwretd    3.002401
dtype: float64, 17887: const    -0.004624
vwretd    1.494982
dtype: float64, 17888: const    -0.047193
vwretd    0.978920
dtype: float64, 17889: const     0.007137
vwretd    0.177997
dtype: float64, 17890: const    -0.015913
vwretd    0.585014
dtype: float64, 17891: const    -0.002119
vwretd    2.895989
dtype: float64, 17892: const    -0.044974
vwretd    2.047575
dtype: float64, 17893: const    -0.007881
vwretd    1.342240
dtype: float64, 17894: const     0.030172
vwretd   -1.824018
dtype: float64, 17895: const     0.017039
vwretd    0.946290
dtype: float64, 17898: const    -0.002716
vwretd    2.387898
dtype: float64, 17899: const     0.071849
vwretd    0.739321
dtype: float64, 17900: const    -0.026982
vwretd    0.013425
dtype: float64, 17901: const    -0.060514
vwretd    0.937299
dtype: float64, 17902: const    -0.004259
vwretd    1.772101
dtype: float64, 17903: const     0.006714
vwretd    0.922349
dtype: float64, 17904: const     0.031271
vwretd    2.591925
dtype: float64, 17905: const    -0.029126
vwretd    1.033020
dtype: float64, 17906: const    -0.010908
vwretd    1.970885
dtype: float64, 17907: const    -0.003683
vwretd    1.726131
dtype: float64, 17908: const    -0.037716
vwretd    1.538085
dtype: float64, 17910: const    -0.001529
vwretd    1.882091
dtype: float64, 17911: const    -0.003732
vwretd    0.622164
dtype: float64, 17912: const     0.006375
vwretd    1.433429
dtype: float64, 17913: const    -0.037607
vwretd    0.534653
dtype: float64, 17914: const    -0.016419
vwretd    0.839831
dtype: float64, 17915: const    -0.007311
vwretd    1.298473
dtype: float64, 17916: const    -0.039206
vwretd    0.975496
dtype: float64, 17917: const    -0.005322
vwretd    1.038664
dtype: float64, 17918: const     0.000195
vwretd    0.486547
dtype: float64, 17919: const     0.006602
vwretd    1.389529
dtype: float64, 17920: const    -0.013579
vwretd    0.495097
dtype: float64, 17921: const    -0.000537
vwretd    0.439904
dtype: float64, 17922: const     0.000430
vwretd    0.077109
dtype: float64, 17923: const    -0.000273
vwretd    0.202749
dtype: float64, 17924: const    -0.000047
vwretd    0.235533
dtype: float64, 17925: const    -0.001132
vwretd    0.092287
dtype: float64, 17926: const    -0.001268
vwretd    0.457232
dtype: float64, 17927: const     0.001372
vwretd    0.979278
dtype: float64, 17928: const     0.005119
vwretd    0.166939
dtype: float64, 17929: const     0.003516
vwretd    0.704514
dtype: float64, 17930: const     0.018488
vwretd    1.007040
dtype: float64, 17931: const    -0.003484
vwretd    1.108078
dtype: float64, 17932: const    -0.002853
vwretd    0.629571
dtype: float64, 17933: const    -0.002950
vwretd    0.932905
dtype: float64, 17934: const    -0.003322
vwretd    0.928655
dtype: float64, 17935: const    -0.003744
vwretd    0.171427
dtype: float64, 17936: const    -0.003741
vwretd    1.218722
dtype: float64, 17937: const    -0.146589
vwretd    0.660062
dtype: float64, 17938: const     0.012682
vwretd    0.756204
dtype: float64, 17939: const    -0.080630
vwretd    2.223168
dtype: float64, 17940: const    -0.004983
vwretd    1.003961
dtype: float64, 17941: const     0.006306
vwretd    0.161292
dtype: float64, 17942: const     0.003096
vwretd    0.672198
dtype: float64, 17944: const     0.004460
vwretd    1.048987
dtype: float64, 17945: const    -0.001410
vwretd    1.627439
dtype: float64, 17946: const     0.000473
vwretd    0.798226
dtype: float64, 17947: const    -0.064658
vwretd    2.390130
dtype: float64, 17948: const     0.015894
vwretd    0.787870
dtype: float64, 17949: const     0.031821
vwretd    3.030470
dtype: float64, 17950: const     0.002024
vwretd    1.318341
dtype: float64, 17951: const    -0.045680
vwretd    0.759013
dtype: float64, 17952: const    -0.014059
vwretd    1.502522
dtype: float64, 17953: const     0.003273
vwretd    0.962629
dtype: float64, 17954: const     0.004805
vwretd    0.432142
dtype: float64, 17955: const    -0.019975
vwretd    2.987800
dtype: float64, 17956: const    -0.001621
vwretd    2.165812
dtype: float64, 17957: const     0.02089
vwretd    1.31025
dtype: float64, 17958: const     0.096383
vwretd    1.848660
dtype: float64, 17959: const    -0.006731
vwretd    0.962330
dtype: float64, 17960: const     0.001978
vwretd    1.191114
dtype: float64, 17961: const     0.001920
vwretd    1.042974
dtype: float64, 17962: const     0.006857
vwretd    0.990270
dtype: float64, 17963: const     0.001035
vwretd   -1.654599
dtype: float64, 17964: const     0.019900
vwretd    1.329078
dtype: float64, 17966: const    -0.009053
vwretd    1.318436
dtype: float64, 17967: const    -0.034452
vwretd    1.096844
dtype: float64, 17968: const     0.008964
vwretd    0.001506
dtype: float64, 17969: const     0.002495
vwretd    0.043665
dtype: float64, 17970: const     0.014297
vwretd    0.575830
dtype: float64, 17971: const     0.000565
vwretd    0.748498
dtype: float64, 17972: const     0.035673
vwretd    0.624088
dtype: float64, 17973: const     0.050540
vwretd    2.160065
dtype: float64, 17974: const     0.026220
vwretd    1.498836
dtype: float64, 17975: const    -0.056412
vwretd    1.046400
dtype: float64, 17976: const    -0.005535
vwretd    1.058601
dtype: float64, 17977: const    -0.058196
vwretd    2.527456
dtype: float64, 17978: const    -0.004600
vwretd   -0.412651
dtype: float64, 17979: const    -0.092070
vwretd   -0.111485
dtype: float64, 17980: const     0.002406
vwretd    0.883439
dtype: float64, 17981: const    -0.122403
vwretd    2.090023
dtype: float64, 17982: const    -0.000364
vwretd    1.012359
dtype: float64, 17983: const     0.001012
vwretd   -0.001354
dtype: float64, 17984: const     0.022288
vwretd    1.266356
dtype: float64, 17985: const     0.000953
vwretd    1.046021
dtype: float64, 17986: const    -0.002175
vwretd    0.510391
dtype: float64, 17987: const     0.001417
vwretd    1.714219
dtype: float64, 17989: const    -0.001939
vwretd    0.743973
dtype: float64, 17990: const    -0.003665
vwretd    0.493670
dtype: float64, 17991: const    -0.002820
vwretd    0.305544
dtype: float64, 17992: const     0.001254
vwretd    0.985937
dtype: float64, 17993: const     0.001336
vwretd    0.994383
dtype: float64, 17994: const    -0.003601
vwretd    1.363948
dtype: float64, 17995: const     0.006440
vwretd   -0.044653
dtype: float64, 17998: const     0.010800
vwretd   -0.053311
dtype: float64, 17999: const     0.005102
vwretd    0.093125
dtype: float64, 18000: const     0.001628
vwretd    0.314671
dtype: float64, 18001: const    -0.000359
vwretd    0.117990
dtype: float64, 18002: const    -0.001887
vwretd    0.283831
dtype: float64, 18003: const     0.008904
vwretd   -0.174289
dtype: float64, 18004: const     0.009439
vwretd   -0.117863
dtype: float64, 18005: const     0.001748
vwretd    1.214747
dtype: float64, 18006: const     0.000163
vwretd    0.998582
dtype: float64, 18007: const    -0.011785
vwretd    1.216353
dtype: float64, 18008: const     0.002647
vwretd    1.193141
dtype: float64, 18009: const    -0.020710
vwretd    0.175158
dtype: float64, 18010: const     0.002969
vwretd    0.206979
dtype: float64, 18011: const     0.008174
vwretd    1.901849
dtype: float64, 18012: const    -0.011528
vwretd    1.257447
dtype: float64, 18013: const    -0.004003
vwretd    1.862931
dtype: float64, 18015: const     0.000631
vwretd    0.246421
dtype: float64, 18016: const     0.001896
vwretd    0.980955
dtype: float64, 18017: const     0.021866
vwretd    1.202308
dtype: float64, 18018: const    -0.008277
vwretd    1.266458
dtype: float64, 18019: const     0.001716
vwretd    0.947206
dtype: float64, 18020: const     0.003790
vwretd    1.002655
dtype: float64, 18021: const    -0.000096
vwretd    0.603403
dtype: float64, 18022: const     0.000661
vwretd    0.441291
dtype: float64, 18023: const    -0.000970
vwretd    0.396288
dtype: float64, 18024: const     0.004104
vwretd    1.661320
dtype: float64, 18025: const    -0.009665
vwretd    1.707762
dtype: float64, 18026: const    -0.001360
vwretd    0.431018
dtype: float64, 18027: const    -0.000584
vwretd    0.288300
dtype: float64, 18028: const    -0.002743
vwretd    0.894240
dtype: float64, 18029: const    -0.000805
vwretd    0.987184
dtype: float64, 18030: const    -0.002672
vwretd    0.506448
dtype: float64, 18032: const     0.006138
vwretd    0.724462
dtype: float64, 18033: const    -0.004054
vwretd    2.120858
dtype: float64, 18035: const     0.006527
vwretd    0.157212
dtype: float64, 18036: const     0.009929
vwretd    1.247332
dtype: float64, 18037: const    -0.002290
vwretd    0.572702
dtype: float64, 18038: const    -0.004409
vwretd    0.580918
dtype: float64, 18039: const     0.000189
vwretd    0.911163
dtype: float64, 18040: const     0.003289
vwretd    1.234156
dtype: float64, 18041: const    -0.100456
vwretd    2.443423
dtype: float64, 18042: const     0.008688
vwretd   -0.318403
dtype: float64, 18043: const     0.004145
vwretd    0.973961
dtype: float64, 18044: const    -0.023741
vwretd    1.556183
dtype: float64, 18045: const    -0.002333
vwretd    0.533673
dtype: float64, 18046: const    -0.015701
vwretd    1.625221
dtype: float64, 18047: const    -0.010175
vwretd    1.977469
dtype: float64, 18048: const     0.001812
vwretd    2.710278
dtype: float64, 18049: const     0.012517
vwretd    1.038483
dtype: float64, 18050: const     0.011842
vwretd    1.124423
dtype: float64, 18051: const    -0.032321
vwretd    2.405394
dtype: float64, 18052: const     0.000847
vwretd    0.687560
dtype: float64, 18053: const     0.001727
vwretd    1.053966
dtype: float64, 18054: const    -0.089199
vwretd    0.507618
dtype: float64, 18055: const    -0.006923
vwretd    2.624179
dtype: float64, 18056: const    -0.026465
vwretd    2.741138
dtype: float64, 18057: const     0.003214
vwretd    0.043863
dtype: float64, 18058: const    -0.011163
vwretd    1.000529
dtype: float64, 18059: const    -0.001121
vwretd    1.829995
dtype: float64, 18060: const    -0.025766
vwretd    1.074702
dtype: float64, 18061: const    -0.012407
vwretd    0.814299
dtype: float64, 18062: const    -0.024189
vwretd    0.958804
dtype: float64, 18063: const    -0.028078
vwretd    2.703641
dtype: float64, 18064: const    -0.013536
vwretd    0.780772
dtype: float64, 18065: const    -0.030657
vwretd    1.803023
dtype: float64, 18066: const     0.001641
vwretd    1.031274
dtype: float64, 18067: const     0.000939
vwretd    1.674465
dtype: float64, 18068: const    -0.002968
vwretd    0.876632
dtype: float64, 18069: const    -0.000451
vwretd    0.164848
dtype: float64, 18070: const     0.000535
vwretd    0.438298
dtype: float64, 18071: const    -0.094285
vwretd    0.598168
dtype: float64, 18072: const    -0.002608
vwretd    0.862136
dtype: float64, 18073: const     0.004720
vwretd    1.129006
dtype: float64, 18074: const     0.001035
vwretd    0.899953
dtype: float64, 18075: const    -0.002681
vwretd    1.267749
dtype: float64, 18076: const     0.039227
vwretd    1.395976
dtype: float64, 18077: const    -0.033621
vwretd    3.058271
dtype: float64, 18078: const    -0.000514
vwretd    0.853694
dtype: float64, 18079: const     0.003139
vwretd    0.917582
dtype: float64, 18080: const    -0.001212
vwretd    0.272481
dtype: float64, 18081: const    -0.001530
vwretd    0.133413
dtype: float64, 18082: const    -0.004685
vwretd    0.729624
dtype: float64, 18083: const     0.008763
vwretd    1.443274
dtype: float64, 18084: const     0.088875
vwretd    2.127686
dtype: float64, 18085: const    -0.074514
vwretd    0.423466
dtype: float64, 18086: const    -0.007377
vwretd    0.002053
dtype: float64, 18087: const     0.041336
vwretd    1.968031
dtype: float64, 18088: const    -0.001795
vwretd    0.470843
dtype: float64, 18089: const    -0.083111
vwretd    0.062083
dtype: float64, 18090: const    -0.005539
vwretd    0.736316
dtype: float64, 18091: const     0.003511
vwretd    1.254239
dtype: float64, 18092: const     0.010944
vwretd    1.030651
dtype: float64, 18093: const    -0.001710
vwretd    0.079013
dtype: float64, 18094: const    -0.003427
vwretd    0.828258
dtype: float64, 18095: const     0.000750
vwretd    1.012543
dtype: float64, 18096: const     0.003664
vwretd    0.119492
dtype: float64, 18097: const    -0.024003
vwretd    1.378055
dtype: float64, 18098: const     0.000968
vwretd    1.358342
dtype: float64, 18099: const    -0.012451
vwretd    0.459964
dtype: float64, 18100: const     0.048954
vwretd    1.811120
dtype: float64, 18101: const    -0.002074
vwretd    0.131426
dtype: float64, 18102: const     0.089647
vwretd    2.928247
dtype: float64, 18103: const    -0.037877
vwretd    1.387084
dtype: float64, 18104: const     0.007977
vwretd    0.644555
dtype: float64, 18105: const    -0.414654
vwretd    8.341663
dtype: float64, 18106: const     0.008166
vwretd    1.564324
dtype: float64, 18107: const     0.001641
vwretd    0.250064
dtype: float64, 18108: const     0.015007
vwretd    0.472013
dtype: float64, 18109: const     0.021216
vwretd    2.368517
dtype: float64, 18110: const    -0.000264
vwretd    1.169809
dtype: float64, 18111: const     0.001198
vwretd    0.795333
dtype: float64, 18112: const    -0.003104
vwretd    1.721171
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vwretd    0.942198
dtype: float64, 18114: const    -0.029515
vwretd    0.594782
dtype: float64, 18115: const     0.003185
vwretd    0.211252
dtype: float64, 18116: const     0.036283
vwretd    0.790854
dtype: float64, 18117: const    -0.013116
vwretd    1.036172
dtype: float64, 18118: const    -0.001446
vwretd    0.974206
dtype: float64, 18119: const    -0.003536
vwretd    0.677538
dtype: float64, 18120: const     0.018619
vwretd    2.226192
dtype: float64, 18121: const     0.000666
vwretd    0.218637
dtype: float64, 18122: const     0.003812
vwretd    0.986615
dtype: float64, 18123: const     0.001742
vwretd    1.213262
dtype: float64, 18125: const    -0.101822
vwretd   -1.091571
dtype: float64, 18126: const     0.073891
vwretd    0.577229
dtype: float64, 18127: const    -0.076503
vwretd    0.883217
dtype: float64, 18128: const    -0.002042
vwretd    0.847608
dtype: float64, 18129: const     0.010186
vwretd   -0.542105
dtype: float64, 18130: const     0.010126
vwretd    2.236680
dtype: float64, 18131: const    -0.041747
vwretd    0.891549
dtype: float64, 18132: const     0.005414
vwretd    0.573718
dtype: float64, 18133: const    -0.014256
vwretd    0.708264
dtype: float64, 18134: const    -0.011329
vwretd    1.736104
dtype: float64, 18135: const    -0.013703
vwretd    0.921717
dtype: float64, 18136: const    -0.010006
vwretd    1.162173
dtype: float64, 18137: const    -0.021035
vwretd    0.694888
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vwretd    1.917361
dtype: float64, 18139: const     0.010784
vwretd    1.957192
dtype: float64, 18140: const    -0.027477
vwretd    0.210212
dtype: float64, 18141: const     0.007084
vwretd    1.833530
dtype: float64, 18142: const     0.000100
vwretd    2.241594
dtype: float64, 18143: const     0.010107
vwretd    0.943720
dtype: float64, 18144: const     0.008522
vwretd    0.642111
dtype: float64, 18145: const    -0.000691
vwretd    2.537509
dtype: float64, 18147: const     0.000053
vwretd    1.366425
dtype: float64, 18148: const     0.001714
vwretd    0.667103
dtype: float64, 18149: const    -0.013323
vwretd    0.541376
dtype: float64, 18150: const    -0.020933
vwretd    2.130427
dtype: float64, 18151: const    -0.084051
vwretd    2.785577
dtype: float64, 18153: const    -0.000261
vwretd    0.153132
dtype: float64, 18154: const    -0.031075
vwretd    1.246659
dtype: float64, 18155: const     0.003205
vwretd    0.902085
dtype: float64, 18156: const    -0.006043
vwretd    1.318641
dtype: float64, 18157: const     0.004370
vwretd    0.955722
dtype: float64, 18158: const    -0.006095
vwretd    1.125625
dtype: float64, 18159: const    -0.005188
vwretd    1.055216
dtype: float64, 18160: const     0.001662
vwretd    0.568327
dtype: float64, 18161: const     0.000364
vwretd    0.199403
dtype: float64, 18162: const    -0.049179
vwretd    1.471797
dtype: float64, 18163: const     0.004652
vwretd    0.671308
dtype: float64, 18164: const    -0.001037
vwretd    1.320178
dtype: float64, 18165: const     0.001331
vwretd    0.626353
dtype: float64, 18166: const     0.001809
vwretd    0.411642
dtype: float64, 18167: const     0.000245
vwretd    0.337475
dtype: float64, 18168: const    -0.000091
vwretd    0.238709
dtype: float64, 18169: const    -0.000657
vwretd    0.159535
dtype: float64, 18170: const    -0.000127
vwretd    0.119306
dtype: float64, 18171: const    -0.002002
vwretd    1.496282
dtype: float64, 18172: const    -0.061278
vwretd    2.457615
dtype: float64, 18173: const     0.000690
vwretd    0.081518
dtype: float64, 18174: const    -0.001574
vwretd    0.116857
dtype: float64, 18175: const    -0.000128
vwretd    0.129297
dtype: float64, 18176: const     0.000698
vwretd    0.019101
dtype: float64, 18177: const    -0.002885
vwretd    1.031652
dtype: float64, 18178: const    -0.003042
vwretd    1.113106
dtype: float64, 18179: const    -0.001367
vwretd    0.387214
dtype: float64, 18180: const    -0.000380
vwretd    1.059442
dtype: float64, 18181: const    -0.001126
vwretd    1.184275
dtype: float64, 18182: const     0.016153
vwretd    1.283327
dtype: float64, 18183: const    -0.020548
vwretd    0.771595
dtype: float64, 18184: const     0.007167
vwretd    1.350538
dtype: float64, 18185: const     0.003868
vwretd   -0.688938
dtype: float64, 18186: const    -0.001450
vwretd    1.097008
dtype: float64, 18187: const     0.003505
vwretd    0.716273
dtype: float64, 18188: const     0.000776
vwretd    0.876398
dtype: float64, 18189: const     0.001361
vwretd    0.740334
dtype: float64, 18190: const     0.033190
vwretd    0.638313
dtype: float64, 18191: const     0.009833
vwretd    0.303951
dtype: float64, 18192: const     0.012516
vwretd    0.900552
dtype: float64, 18193: const     0.002197
vwretd    0.040361
dtype: float64, 18194: const     0.002987
vwretd    0.040550
dtype: float64, 18195: const    -0.007090
vwretd    1.130832
dtype: float64, 18196: const    -0.004162
vwretd    1.039038
dtype: float64, 18197: const    -0.027523
vwretd    1.529462
dtype: float64, 18198: const    -0.002530
vwretd    1.426241
dtype: float64, 18199: const    -0.054164
vwretd    1.738609
dtype: float64, 18200: const     0.002895
vwretd    1.385375
dtype: float64, 18201: const    -0.015821
vwretd    1.693721
dtype: float64, 18202: const    -0.011919
vwretd    1.743272
dtype: float64, 18203: const     0.042243
vwretd    1.826912
dtype: float64, 18204: const     0.010861
vwretd    0.106338
dtype: float64, 18205: const     0.051804
vwretd    4.791823
dtype: float64, 18206: const     0.006471
vwretd    0.552002
dtype: float64, 18207: const    -0.006086
vwretd    1.517014
dtype: float64, 18208: const    -0.073471
vwretd    0.935021
dtype: float64, 18209: const    -0.008941
vwretd    1.326928
dtype: float64, 18210: const    -0.070420
vwretd    2.726964
dtype: float64, 18211: const    -0.043780
vwretd    0.415992
dtype: float64, 18212: const    -0.002098
vwretd    1.294405
dtype: float64, 18213: const    -0.021687
vwretd    2.269604
dtype: float64, 18214: const     0.006076
vwretd    1.213729
dtype: float64, 18215: const     0.035188
vwretd    0.227232
dtype: float64, 18216: const    -0.004541
vwretd    0.357600
dtype: float64, 18217: const    -0.021534
vwretd    0.919666
dtype: float64, 18218: const    -0.002737
vwretd    0.463086
dtype: float64, 18219: const    -0.003820
vwretd    1.563518
dtype: float64, 18220: const    -0.011822
vwretd    1.389847
dtype: float64, 18221: const     0.024609
vwretd    2.018476
dtype: float64, 18222: const    -0.006647
vwretd    1.291505
dtype: float64, 18223: const    -0.014145
vwretd    0.154672
dtype: float64, 18224: const     0.062221
vwretd    1.643501
dtype: float64, 18225: const    -0.041606
vwretd   -0.877433
dtype: float64, 18226: const    -0.004398
vwretd    1.982301
dtype: float64, 18227: const     0.012924
vwretd    1.482965
dtype: float64, 18228: const    -0.130307
vwretd    1.841436
dtype: float64, 18229: const    -0.018527
vwretd    3.589532
dtype: float64, 18230: const    -0.043452
vwretd   -2.343215
dtype: float64, 18231: const    -0.005834
vwretd    0.963715
dtype: float64, 18232: const     0.003264
vwretd    0.587447
dtype: float64, 18233: const     0.004537
vwretd   -0.117970
dtype: float64, 18234: const    -0.000072
vwretd    0.082076
dtype: float64, 18235: const     0.007350
vwretd    0.990386
dtype: float64, 18236: const    -0.011737
vwretd    0.498652
dtype: float64, 18237: const     0.000551
vwretd    0.011646
dtype: float64, 18238: const    -0.005634
vwretd    1.056734
dtype: float64, 18239: const    -0.000308
vwretd    0.088224
dtype: float64, 18240: const    -0.004665
vwretd    1.244174
dtype: float64, 18241: const    -0.007461
vwretd    1.351014
dtype: float64, 18242: const    -0.003255
vwretd    1.014136
dtype: float64, 18243: const     0.000191
vwretd    1.515259
dtype: float64, 18244: const     0.011775
vwretd    0.984451
dtype: float64, 18245: const    -0.004895
vwretd    1.259479
dtype: float64, 18246: const    -0.020141
vwretd   -0.727882
dtype: float64, 18247: const     0.032582
vwretd   -1.009142
dtype: float64, 18248: const     0.008515
vwretd    0.941549
dtype: float64, 18249: const     0.005681
vwretd    0.008511
dtype: float64, 18250: const     0.033153
vwretd    0.505802
dtype: float64, 18251: const    -0.001947
vwretd    2.003600
dtype: float64, 18252: const    -0.053590
vwretd    1.393491
dtype: float64, 18253: const    -0.026523
vwretd    0.422757
dtype: float64, 18255: const    -0.001644
vwretd    3.501796
dtype: float64, 18256: const    -0.008468
vwretd    1.143995
dtype: float64, 18257: const    -0.029053
vwretd    1.667343
dtype: float64, 18258: const    -0.000616
vwretd    0.700288
dtype: float64, 18259: const    -0.033042
vwretd    0.785257
dtype: float64, 18260: const    -0.003355
vwretd    0.392301
dtype: float64, 18261: const    -0.006811
vwretd   -0.025561
dtype: float64, 18262: const    -0.004227
vwretd    1.109457
dtype: float64, 18263: const     0.055261
vwretd    1.152353
dtype: float64, 18264: const     0.020194
vwretd    0.771963
dtype: float64, 18266: const    -0.002903
vwretd    0.164456
dtype: float64, 18267: const     0.008690
vwretd    0.965809
dtype: float64, 18268: const    -0.037820
vwretd    2.578021
dtype: float64, 18269: const     0.009513
vwretd   -0.299118
dtype: float64, 18270: const    -0.018174
vwretd    1.880597
dtype: float64, 18271: const    -0.027279
vwretd    2.503320
dtype: float64, 18272: const    -0.003136
vwretd    0.705847
dtype: float64, 18273: const    -0.004564
vwretd    0.696100
dtype: float64, 18274: const    -0.008729
vwretd    1.126132
dtype: float64, 18275: const    -0.001959
vwretd    0.698596
dtype: float64, 18276: const     0.001326
vwretd    0.369102
dtype: float64, 18277: const    -0.010713
vwretd    0.151688
dtype: float64, 18278: const     0.000565
vwretd    0.578784
dtype: float64, 18279: const    -0.100035
vwretd    1.565605
dtype: float64, 18280: const    -0.000221
vwretd    0.630468
dtype: float64, 18281: const     0.001960
vwretd    0.437831
dtype: float64, 18282: const     0.007836
vwretd    0.071475
dtype: float64, 18283: const     0.001236
vwretd    0.449449
dtype: float64, 18284: const    -0.002462
vwretd    0.122794
dtype: float64, 18285: const    -0.001677
vwretd    0.891457
dtype: float64, 18286: const    -0.000513
vwretd    1.095801
dtype: float64, 18287: const    -0.005986
vwretd    0.692849
dtype: float64, 18288: const     0.007072
vwretd   -0.146058
dtype: float64, 18289: const     0.004638
vwretd   -0.137691
dtype: float64, 18290: const    -0.003531
vwretd    0.307210
dtype: float64, 18291: const    -0.002698
vwretd    0.151206
dtype: float64, 18292: const    -0.047782
vwretd    0.677752
dtype: float64, 18293: const    -0.001862
vwretd    0.468994
dtype: float64, 18294: const    -0.007465
vwretd    2.011085
dtype: float64, 18295: const    -0.092674
vwretd    1.513663
dtype: float64, 18296: const    -0.003489
vwretd    0.801925
dtype: float64, 18297: const     0.000129
vwretd    1.113378
dtype: float64, 18298: const    -0.005310
vwretd    0.611551
dtype: float64, 18299: const    -0.003212
vwretd    0.717341
dtype: float64, 18300: const     0.004889
vwretd    0.178787
dtype: float64, 18301: const    -0.179358
vwretd    2.815265
dtype: float64, 18302: const    -0.023176
vwretd    0.006583
dtype: float64, 18303: const    -0.067752
vwretd    0.774035
dtype: float64, 18304: const    -0.005041
vwretd    1.082859
dtype: float64, 18305: const    -0.009572
vwretd    1.640073
dtype: float64, 18306: const     0.046585
vwretd   -0.045198
dtype: float64, 18307: const    -0.126068
vwretd    0.865477
dtype: float64, 18308: const    -0.003388
vwretd    1.171868
dtype: float64, 18309: const    -0.015816
vwretd    1.527505
dtype: float64, 18311: const     0.012068
vwretd    0.871006
dtype: float64, 18312: const     0.076808
vwretd    1.967866
dtype: float64, 18313: const     0.070344
vwretd    2.359551
dtype: float64, 18314: const    -0.008163
vwretd    1.129754
dtype: float64, 18315: const     0.000124
vwretd    1.146192
dtype: float64, 18316: const     0.004074
vwretd    1.212954
dtype: float64, 18317: const     0.029561
vwretd    0.452076
dtype: float64, 18318: const    -0.003203
vwretd    0.667168
dtype: float64, 18320: const    -0.078661
vwretd    2.674494
dtype: float64, 18321: const      0.215965
vwretd    21.830566
dtype: float64, 18322: const    -0.017160
vwretd    1.498301
dtype: float64, 18323: const     0.003424
vwretd    1.677463
dtype: float64, 18324: const    -0.001579
vwretd    1.235311
dtype: float64, 18325: const    -0.045879
vwretd    1.688466
dtype: float64, 18326: const    -0.062407
vwretd    0.498201
dtype: float64, 18327: const     0.015546
vwretd    1.478455
dtype: float64, 18328: const    -0.012367
vwretd    1.050076
dtype: float64, 18329: const    -0.009591
vwretd    0.811463
dtype: float64, 18330: const    -0.002218
vwretd    0.930779
dtype: float64, 18331: const     0.000779
vwretd    1.769525
dtype: float64, 18332: const     0.005167
vwretd    1.018704
dtype: float64, 18333: const    -0.008373
vwretd    0.591980
dtype: float64, 18334: const     0.009535
vwretd    1.204551
dtype: float64, 18335: const    -0.022596
vwretd    1.417884
dtype: float64, 18336: const     0.009635
vwretd    0.834817
dtype: float64, 18337: const     0.004481
vwretd    1.111184
dtype: float64, 18338: const    -0.003818
vwretd    0.887926
dtype: float64, 18339: const    -0.011087
vwretd    0.815140
dtype: float64, 18340: const     0.005486
vwretd    1.042357
dtype: float64, 18341: const    -0.041954
vwretd   -2.005722
dtype: float64, 18342: const    -0.003502
vwretd    3.253468
dtype: float64, 18343: const    -0.003484
vwretd    0.109333
dtype: float64, 18344: const    -0.101496
vwretd    1.437903
dtype: float64, 18345: const    -0.000101
vwretd    0.294166
dtype: float64, 18346: const    -0.000290
vwretd    0.677682
dtype: float64, 18347: const    -0.000219
vwretd    0.481335
dtype: float64, 18348: const    -0.001645
vwretd    0.126971
dtype: float64, 18349: const    -0.001014
vwretd    1.939129
dtype: float64, 18350: const    -0.007280
vwretd    2.696767
dtype: float64, 18351: const     0.000632
vwretd    2.096677
dtype: float64, 18352: const    -0.003952
vwretd   -2.592635
dtype: float64, 18353: const    -0.021766
vwretd   -1.534189
dtype: float64, 18354: const     0.002174
vwretd    1.010395
dtype: float64, 18355: const    -0.000777
vwretd    0.130138
dtype: float64, 18356: const     0.009028
vwretd    0.401277
dtype: float64, 18357: const    -0.004008
vwretd    0.693654
dtype: float64, 18358: const     0.004367
vwretd    1.270619
dtype: float64, 18359: const    -0.001364
vwretd    0.128403
dtype: float64, 18360: const    -0.004629
vwretd    0.491219
dtype: float64, 18361: const    -0.002296
vwretd    0.340103
dtype: float64, 18362: const    -0.001639
vwretd    0.145530
dtype: float64, 18363: const    -0.051586
vwretd    0.716554
dtype: float64, 18364: const     0.009485
vwretd   -0.088306
dtype: float64, 18365: const    -0.079861
vwretd    2.044039
dtype: float64, 18366: const     0.001128
vwretd    1.084511
dtype: float64, 18367: const    -0.043210
vwretd    0.579166
dtype: float64, 18368: const     0.040755
vwretd    1.719397
dtype: float64, 18369: const    -0.006665
vwretd    0.857509
dtype: float64, 18370: const    -0.063231
vwretd    1.218634
dtype: float64, 18372: const    -0.098395
vwretd    0.914372
dtype: float64, 18374: const     0.004581
vwretd    1.059413
dtype: float64, 18375: const    -0.024764
vwretd    0.242024
dtype: float64, 18376: const    -0.004966
vwretd    0.793429
dtype: float64, 18377: const    -0.036719
vwretd    1.241592
dtype: float64, 18380: const    -0.016722
vwretd    1.499981
dtype: float64, 18381: const    -0.129334
vwretd    2.553434
dtype: float64, 18382: const     0.004856
vwretd    0.919038
dtype: float64, 18384: const    -0.003704
vwretd    1.134121
dtype: float64, 18385: const    -0.003076
vwretd    1.100330
dtype: float64, 18386: const     0.000240
vwretd    1.059887
dtype: float64, 18387: const    -0.004217
vwretd    0.752124
dtype: float64, 18388: const    -0.004188
vwretd    0.649124
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vwretd    1.454801
dtype: float64, 18390: const    -0.001794
vwretd    1.274193
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vwretd    0.899114
dtype: float64, 18392: const    -0.013033
vwretd    1.338427
dtype: float64, 18393: const    -0.007543
vwretd    1.694370
dtype: float64, 18394: const    -0.012062
vwretd    1.053988
dtype: float64, 18395: const    -0.035555
vwretd    0.568243
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vwretd    0.253626
dtype: float64, 18399: const    -0.026712
vwretd    1.163614
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vwretd    0.521539
dtype: float64, 18401: const    -0.056086
vwretd    1.441271
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vwretd    0.474535
dtype: float64, 18403: const    -0.001778
vwretd    0.967113
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vwretd   -0.008781
dtype: float64, 18405: const    -0.038844
vwretd   -0.201245
dtype: float64, 18406: const     0.018429
vwretd    2.078765
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vwretd    0.657455
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vwretd    0.491122
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vwretd    1.451299
dtype: float64, 18410: const     0.017051
vwretd    0.475295
dtype: float64, 18411: const     0.002989
vwretd    1.000580
dtype: float64, 18412: const    -0.097442
vwretd    1.238200
dtype: float64, 18413: const    -0.044710
vwretd    1.428159
dtype: float64, 18414: const     0.013374
vwretd    0.999165
dtype: float64, 18415: const    -0.060666
vwretd    1.973919
dtype: float64, 18416: const    -0.045517
vwretd    3.015148
dtype: float64, 18417: const    -0.002374
vwretd    0.326487
dtype: float64, 18418: const     0.024565
vwretd    0.611882
dtype: float64, 18419: const    -0.087737
vwretd    1.085853
dtype: float64, 18420: const    -0.003514
vwretd    0.829483
dtype: float64, 18421: const    -0.005543
vwretd    0.879903
dtype: float64, 18422: const     0.000190
vwretd    1.032278
dtype: float64, 18423: const    -0.010155
vwretd    2.326013
dtype: float64, 18424: const    -0.008023
vwretd    1.145272
dtype: float64, 18425: const    -0.005148
vwretd    2.210846
dtype: float64, 18426: const     0.000407
vwretd    0.467023
dtype: float64, 18427: const     0.001285
vwretd    2.480357
dtype: float64, 18428: const    -0.000146
vwretd    1.251417
dtype: float64, 18429: const    -0.001547
vwretd    0.963023
dtype: float64, 18430: const     0.001197
vwretd    0.972528
dtype: float64, 18431: const    -0.002497
vwretd    1.251195
dtype: float64, 18432: const    -0.004685
vwretd    1.107011
dtype: float64, 18433: const     0.001892
vwretd    0.007007
dtype: float64, 18434: const    -0.000067
vwretd    0.980815
dtype: float64, 18435: const     0.029060
vwretd    1.043351
dtype: float64, 18436: const     0.019270
vwretd    1.168333
dtype: float64, 18437: const     0.013182
vwretd    0.781381
dtype: float64, 18438: const     0.002959
vwretd    0.962714
dtype: float64, 18439: const    -0.010141
vwretd    0.910996
dtype: float64, 18440: const     0.000668
vwretd    1.164014
dtype: float64, 18441: const     0.012773
vwretd    0.917762
dtype: float64, 18442: const    -0.002233
vwretd    1.107724
dtype: float64, 18443: const    -0.000985
vwretd    0.048076
dtype: float64, 18444: const     0.000926
vwretd    1.002544
dtype: float64, 18445: const    -0.008244
vwretd    1.032187
dtype: float64, 18446: const     0.003420
vwretd    1.422797
dtype: float64, 18447: const    -0.020958
vwretd    0.365095
dtype: float64, 18450: const    -0.005099
vwretd    0.940450
dtype: float64, 18451: const    -0.004849
vwretd    0.430589
dtype: float64, 18452: const    -0.030134
vwretd    1.702819
dtype: float64, 18453: const    -0.012347
vwretd    1.866202
dtype: float64, 18454: const     0.004302
vwretd    0.430253
dtype: float64, 18455: const     0.004880
vwretd    0.828028
dtype: float64, 18456: const     0.050540
vwretd    1.384509
dtype: float64, 18457: const    -0.038745
vwretd    1.421647
dtype: float64, 18458: const    -0.017511
vwretd    1.844781
dtype: float64, 18459: const    -0.001100
vwretd    1.129989
dtype: float64, 18460: const     0.030212
vwretd   -0.096871
dtype: float64, 18461: const    -0.031313
vwretd    1.267790
dtype: float64, 18462: const     0.007374
vwretd    1.409154
dtype: float64, 18463: const     0.017386
vwretd    0.651065
dtype: float64, 18464: const    -0.029681
vwretd    1.290372
dtype: float64, 18465: const     0.013328
vwretd   -0.182100
dtype: float64, 18466: const     0.067731
vwretd    1.004160
dtype: float64, 18467: const     0.015529
vwretd    1.226677
dtype: float64, 18468: const    -0.015221
vwretd    1.364844
dtype: float64, 18469: const    -0.005474
vwretd    0.557029
dtype: float64, 18470: const    -0.093016
vwretd    0.079545
dtype: float64, 18471: const    -0.039256
vwretd    1.065831
dtype: float64, 18472: const    -0.001891
vwretd    0.577351
dtype: float64, 18480: const     0.008481
vwretd    1.037700
dtype: float64, 18481: const     0.000153
vwretd    0.901344
dtype: float64, 18482: const     0.001258
vwretd    1.154026
dtype: float64, 18483: const     0.006617
vwretd    1.130764
dtype: float64, 18484: const     0.017374
vwretd   -0.223209
dtype: float64, 18485: const     0.003763
vwretd    1.070709
dtype: float64, 18489: const     0.006267
vwretd    1.961128
dtype: float64, 18490: const     0.013194
vwretd    0.909468
dtype: float64, 18497: const     0.009316
vwretd    1.984991
dtype: float64, 18498: const    -0.040528
vwretd    2.698928
dtype: float64, 18513: const    -0.035089
vwretd    1.905800
dtype: float64, 18514: const     0.005199
vwretd    1.697233
dtype: float64, 18515: const     0.019798
vwretd    2.026669
dtype: float64, 18516: const    -0.002756
vwretd    0.813455
dtype: float64, 18517: const     0.000234
vwretd    0.045961
dtype: float64, 18518: const     0.004440
vwretd    1.564074
dtype: float64, 18519: const     0.009425
vwretd   -0.531220
dtype: float64, 18520: const    -0.002362
vwretd    0.200627
dtype: float64, 18521: const    -0.000200
vwretd    0.369837
dtype: float64, 18522: const     0.000252
vwretd    0.536277
dtype: float64, 18523: const    -0.000899
vwretd    0.120675
dtype: float64, 18524: const    -0.00094
vwretd    0.12675
dtype: float64, 18525: const    -0.001066
vwretd    0.140182
dtype: float64, 18526: const     0.004845
vwretd    1.078045
dtype: float64, 18527: const     0.003768
vwretd    0.873260
dtype: float64, 18528: const     0.001670
vwretd    1.279124
dtype: float64, 18529: const     0.020455
vwretd    2.729315
dtype: float64, 18530: const    -0.003428
vwretd    0.911285
dtype: float64, 18531: const     0.000346
vwretd    0.034273
dtype: float64, 18532: const    -0.012139
vwretd    1.186720
dtype: float64, 18533: const    -0.076703
vwretd    1.722090
dtype: float64, 18534: const     0.013786
vwretd    1.866609
dtype: float64, 18535: const     0.001198
vwretd    0.933456
dtype: float64, 18536: const    -0.004653
vwretd    0.176275
dtype: float64, 18537: const     0.000894
vwretd    1.003570
dtype: float64, 18538: const    -0.003071
vwretd    1.147234
dtype: float64, 18539: const    -0.001800
vwretd    1.417719
dtype: float64, 18540: const     0.000592
vwretd    0.245000
dtype: float64, 18541: const     0.002407
vwretd    0.829591
dtype: float64, 18542: const     0.001837
vwretd    1.305899
dtype: float64, 18543: const     0.007714
vwretd    0.239183
dtype: float64, 18544: const    -0.003939
vwretd    0.084381
dtype: float64, 18545: const    -0.001305
vwretd    0.907134
dtype: float64, 18546: const    -0.097054
vwretd    0.674344
dtype: float64, 18547: const    -0.025814
vwretd    1.118928
dtype: float64, 18548: const    -0.002832
vwretd    0.995518
dtype: float64, 18549: const    -0.015979
vwretd   -0.426562
dtype: float64, 18550: const     0.004139
vwretd    1.141253
dtype: float64, 18551: const     0.007978
vwretd    0.654685
dtype: float64, 18552: const    -0.029281
vwretd    1.508714
dtype: float64, 18553: const     0.057438
vwretd    2.083858
dtype: float64, 18554: const    -0.004043
vwretd    0.659911
dtype: float64, 18555: const    -0.024704
vwretd    0.813213
dtype: float64, 18556: const    -0.117550
vwretd    2.265782
dtype: float64, 18557: const    -0.005538
vwretd    1.033744
dtype: float64, 18558: const    -0.039716
vwretd    1.322530
dtype: float64, 18559: const    -0.044643
vwretd    0.866797
dtype: float64, 18560: const     0.007101
vwretd    0.435266
dtype: float64, 18561: const    -0.012866
vwretd    1.382285
dtype: float64, 18562: const    -0.036906
vwretd    0.946444
dtype: float64, 18563: const     0.011824
vwretd    0.180356
dtype: float64, 18564: const    -0.020849
vwretd    0.253289
dtype: float64, 18565: const    -0.032077
vwretd    1.292359
dtype: float64, 18566: const     0.013250
vwretd    1.292334
dtype: float64, 18567: const     0.049625
vwretd   -0.081394
dtype: float64, 18568: const    -0.021358
vwretd    0.578758
dtype: float64, 18569: const     0.005545
vwretd    1.028406
dtype: float64, 18570: const     0.008483
vwretd    0.695376
dtype: float64, 18571: const     0.035325
vwretd    0.934230
dtype: float64, 18572: const    -0.041566
vwretd    1.844343
dtype: float64, 18573: const     0.011775
vwretd    0.477821
dtype: float64, 18575: const     0.001279
vwretd    0.812681
dtype: float64, 18576: const    -0.004732
vwretd    1.205741
dtype: float64, 18577: const     0.232590
vwretd    0.876865
dtype: float64, 18578: const     0.009079
vwretd    1.288112
dtype: float64, 18579: const     0.001781
vwretd    1.354375
dtype: float64, 18580: const    -0.004815
vwretd    1.608656
dtype: float64, 18581: const     0.002143
vwretd    1.123506
dtype: float64, 18582: const     0.009140
vwretd    1.312077
dtype: float64, 18583: const     0.003280
vwretd    1.278759
dtype: float64, 18585: const     0.004273
vwretd    0.990017
dtype: float64, 18586: const     0.032517
vwretd    0.721272
dtype: float64, 18589: const     0.003079
vwretd    0.957746
dtype: float64, 18592: const     0.017699
vwretd    0.799924
dtype: float64, 18593: const     0.014038
vwretd    0.976020
dtype: float64, 18606: const     0.001443
vwretd    1.542210
dtype: float64, 18607: const    -0.001166
vwretd    0.840519
dtype: float64, 18614: const     0.002375
vwretd    0.810783
dtype: float64, 18622: const    -0.000422
vwretd    1.502900
dtype: float64, 18623: const     0.000220
vwretd    1.432548
dtype: float64, 18630: const    -0.024913
vwretd    1.804758
dtype: float64, 18631: const    -0.006770
vwretd    0.267058
dtype: float64, 18642: const    -0.021240
vwretd    0.533491
dtype: float64, 18643: const     0.025009
vwretd   -0.170393
dtype: float64, 18644: const    -0.054150
vwretd    1.932835
dtype: float64, 18645: const    -0.023960
vwretd   -0.585624
dtype: float64, 18646: const    -0.048331
vwretd    1.477845
dtype: float64, 18647: const     0.043821
vwretd    0.897154
dtype: float64, 18648: const    -0.035745
vwretd    0.675872
dtype: float64, 18649: const     0.006524
vwretd    1.270609
dtype: float64, 18650: const    -0.000952
vwretd    1.167959
dtype: float64, 18651: const    -0.006563
vwretd    0.890094
dtype: float64, 18652: const     0.001443
vwretd    0.544956
dtype: float64, 18653: const    -0.013682
vwretd    1.209422
dtype: float64, 18654: const     0.002882
vwretd    1.042523
dtype: float64, 18655: const     0.025791
vwretd    0.883830
dtype: float64, 18656: const     0.039761
vwretd    1.130439
dtype: float64, 18657: const    -0.004615
vwretd    2.411829
dtype: float64, 18658: const     0.024695
vwretd    0.523224
dtype: float64, 18659: const    -0.094961
vwretd    1.408349
dtype: float64, 18660: const    -0.002793
vwretd    0.664862
dtype: float64, 18661: const    -0.056804
vwretd    1.924575
dtype: float64, 18662: const    -0.217339
vwretd   -1.451530
dtype: float64, 18663: const     0.013262
vwretd    2.193160
dtype: float64, 18664: const    -0.074023
vwretd    0.023019
dtype: float64, 18665: const    -0.069862
vwretd    1.471396
dtype: float64, 18666: const    -0.004992
vwretd    0.917053
dtype: float64, 18667: const    -0.024082
vwretd    0.937560
dtype: float64, 18668: const    -0.000844
vwretd    0.621514
dtype: float64, 18669: const     0.009927
vwretd    3.047942
dtype: float64, 18670: const    -0.083979
vwretd    2.667624
dtype: float64, 18671: const     0.010634
vwretd    0.676322
dtype: float64, 18672: const     0.001239
vwretd    0.980058
dtype: float64, 18673: const     0.002735
vwretd    1.631569
dtype: float64, 18674: const    -0.081345
vwretd    0.926037
dtype: float64, 18675: const    -0.040712
vwretd    0.557948
dtype: float64, 18676: const     0.046048
vwretd    1.743823
dtype: float64, 18677: const     0.042907
vwretd    0.852158
dtype: float64, 18678: const    -0.025429
vwretd    0.776492
dtype: float64, 18679: const    -0.002832
vwretd    0.516167
dtype: float64, 18680: const    -0.001907
vwretd    1.042239
dtype: float64, 18681: const     0.002737
vwretd    1.290240
dtype: float64, 18682: const    -0.009008
vwretd    2.303582
dtype: float64, 18683: const    -0.027276
vwretd    1.165928
dtype: float64, 18684: const    -0.008004
vwretd    0.371536
dtype: float64, 18685: const    -0.005086
vwretd    0.880918
dtype: float64, 18686: const     0.002066
vwretd    1.031552
dtype: float64, 18687: const     0.002954
vwretd    0.989133
dtype: float64, 18688: const    -0.001755
vwretd    0.666844
dtype: float64, 18689: const    -0.002481
vwretd    0.772759
dtype: float64, 18699: const     0.001006
vwretd    1.135902
dtype: float64, 18700: const     0.003593
vwretd    0.975811
dtype: float64, 18701: const     0.000708
vwretd    0.254281
dtype: float64, 18702: const     0.001502
vwretd    0.581728
dtype: float64, 18703: const    -0.000714
vwretd    0.362085
dtype: float64, 18704: const     0.001305
vwretd    0.104981
dtype: float64, 18705: const    -0.000612
vwretd    0.321544
dtype: float64, 18706: const    -0.002305
vwretd    0.183823
dtype: float64, 18707: const    -0.000588
vwretd    0.127335
dtype: float64, 18708: const     0.003671
vwretd    0.085125
dtype: float64, 18709: const     0.016576
vwretd    1.015094
dtype: float64, 18710: const     0.001405
vwretd    1.262420
dtype: float64, 18711: const    -0.013630
vwretd    0.698349
dtype: float64, 18712: const     0.003922
vwretd    1.174795
dtype: float64, 18713: const    -0.001979
vwretd    0.444077
dtype: float64, 18714: const    -0.003109
vwretd    0.388667
dtype: float64, 18715: const    -0.000500
vwretd    0.658842
dtype: float64, 18716: const    -0.006337
vwretd    1.488881
dtype: float64, 18717: const     0.001619
vwretd    0.931681
dtype: float64, 18718: const     0.001314
vwretd    0.996025
dtype: float64, 18719: const    -0.040025
vwretd    0.582556
dtype: float64, 18720: const    -0.005153
vwretd    0.294715
dtype: float64, 18721: const     0.000769
vwretd    0.510367
dtype: float64, 18722: const    -0.007504
vwretd    1.140549
dtype: float64, 18723: const    -0.019822
vwretd    0.887242
dtype: float64, 18724: const     0.002996
vwretd    0.798589
dtype: float64, 18725: const     0.009262
vwretd    2.202400
dtype: float64, 18726: const     0.023638
vwretd    1.197998
dtype: float64, 18727: const     0.013960
vwretd    0.739845
dtype: float64, 18728: const    -0.019937
vwretd    0.897647
dtype: float64, 18729: const     0.003191
vwretd    0.960008
dtype: float64, 18730: const    -0.003618
vwretd    0.757199
dtype: float64, 18734: const     0.033746
vwretd    0.963218
dtype: float64, 18735: const     0.003844
vwretd   -0.084048
dtype: float64, 18736: const    -0.006643
vwretd    1.461210
dtype: float64, 18737: const     0.048369
vwretd    1.895864
dtype: float64, 18738: const    -0.003200
vwretd    0.344624
dtype: float64, 18739: const    -0.005783
vwretd    1.367456
dtype: float64, 18740: const    -0.002651
vwretd    0.251384
dtype: float64, 18741: const     0.002329
vwretd    0.984398
dtype: float64, 18742: const    -0.001643
vwretd    0.960803
dtype: float64, 18743: const     0.031563
vwretd   -0.895949
dtype: float64, 18744: const    -0.001559
vwretd    0.375131
dtype: float64, 18745: const     0.003776
vwretd    1.112466
dtype: float64, 18746: const     0.027280
vwretd   -0.911188
dtype: float64, 18747: const    -0.000216
vwretd    0.443587
dtype: float64, 18748: const    -0.001242
vwretd    0.591968
dtype: float64, 18749: const     0.002570
vwretd    0.831153
dtype: float64, 18750: const     0.000472
vwretd    1.084004
dtype: float64, 18751: const    -0.007230
vwretd    0.891285
dtype: float64, 18752: const    -0.002838
vwretd    0.766574
dtype: float64, 18753: const     0.006411
vwretd    0.918517
dtype: float64, 18754: const     0.009795
vwretd    0.902603
dtype: float64, 18755: const     0.002143
vwretd    0.861212
dtype: float64, 18756: const    -0.035092
vwretd    2.218093
dtype: float64, 18760: const    -0.006674
vwretd    0.941257
dtype: float64, 18761: const     0.002085
vwretd    0.902573
dtype: float64, 18762: const    -0.000652
vwretd    0.534389
dtype: float64, 18763: const    -0.000148
vwretd    0.731187
dtype: float64, 18764: const     0.000694
vwretd    1.015227
dtype: float64, 18765: const     0.005741
vwretd    0.272811
dtype: float64, 18767: const     0.041772
vwretd    1.027969
dtype: float64, 18768: const     0.015205
vwretd    1.906595
dtype: float64, 18769: const    -0.032146
vwretd    1.253109
dtype: float64, 18770: const    -0.022953
vwretd    0.694663
dtype: float64, 18771: const     0.016307
vwretd    0.902005
dtype: float64, 18772: const     0.062798
vwretd   -0.756260
dtype: float64, 18773: const    -0.051973
vwretd    1.299285
dtype: float64, 18774: const    -0.058754
vwretd    0.872516
dtype: float64, 18775: const     0.041996
vwretd    1.002540
dtype: float64, 18776: const     0.026357
vwretd    1.010500
dtype: float64, 18777: const     0.038842
vwretd    0.558072
dtype: float64, 18778: const    -0.010867
vwretd    1.649270
dtype: float64, 18779: const     0.020379
vwretd    1.164869
dtype: float64, 18780: const     0.019015
vwretd    2.080852
dtype: float64, 18781: const     0.022360
vwretd    2.784434
dtype: float64, 18782: const     0.053620
vwretd    1.443849
dtype: float64, 18783: const    -0.042015
vwretd    1.626781
dtype: float64, 18784: const    -0.062539
vwretd    2.233610
dtype: float64, 18785: const    -0.016692
vwretd    0.620066
dtype: float64, 18786: const    -0.010189
vwretd    1.072646
dtype: float64, 18787: const    -0.001515
vwretd    1.459002
dtype: float64, 18788: const     0.016213
vwretd    0.698250
dtype: float64, 18789: const    -0.029478
vwretd    1.175269
dtype: float64, 18790: const     0.250112
vwretd    1.555595
dtype: float64, 18791: const    -0.015407
vwretd    0.517840
dtype: float64, 18792: const    -0.025052
vwretd    1.815066
dtype: float64, 18793: const    -0.022704
vwretd    1.287346
dtype: float64, 18794: const    -0.008909
vwretd    0.233541
dtype: float64, 18795: const     0.002393
vwretd    0.430472
dtype: float64, 18796: const     0.003478
vwretd    1.275183
dtype: float64, 18797: const     0.038522
vwretd    0.848859
dtype: float64, 18798: const    -0.000280
vwretd    0.638548
dtype: float64, 18799: const    -0.003845
vwretd    0.520394
dtype: float64, 18800: const    -0.003841
vwretd    0.640197
dtype: float64, 18801: const     0.001236
vwretd    0.824345
dtype: float64, 18802: const    -0.091753
vwretd    0.391011
dtype: float64, 18803: const    -0.000254
vwretd    0.070550
dtype: float64, 18804: const    -0.005110
vwretd    0.364712
dtype: float64, 18805: const    -0.002014
vwretd    0.425563
dtype: float64, 18806: const     0.023955
vwretd    1.228268
dtype: float64, 18807: const    -0.003441
vwretd    0.932098
dtype: float64, 18808: const     0.008957
vwretd    0.777671
dtype: float64, 18809: const     0.011188
vwretd    0.823102
dtype: float64, 18810: const    -0.012871
vwretd    0.571409
dtype: float64, 18811: const    -0.006685
vwretd    0.466187
dtype: float64, 18812: const    -0.041797
vwretd    1.844765
dtype: float64, 18813: const     0.000205
vwretd    0.889015
dtype: float64, 18814: const    -0.004265
vwretd    1.395612
dtype: float64, 18815: const     0.018769
vwretd    2.314238
dtype: float64, 18816: const    -0.003675
vwretd    0.204289
dtype: float64, 18817: const    -0.004238
vwretd    1.343525
dtype: float64, 18818: const     0.035975
vwretd    0.925560
dtype: float64, 18819: const    -0.000089
vwretd    0.106442
dtype: float64, 18820: const    -0.001595
vwretd    0.714829
dtype: float64, 18821: const    -0.004150
vwretd    0.826811
dtype: float64, 18822: const     0.000712
vwretd    1.140307
dtype: float64, 18823: const     0.001626
vwretd    1.002947
dtype: float64, 18824: const     0.035368
vwretd    2.095895
dtype: float64, 18825: const     0.003247
vwretd    1.569690
dtype: float64, 18826: const    -0.036047
vwretd    3.160147
dtype: float64, 18827: const     0.025937
vwretd    3.353370
dtype: float64, 18828: const    -0.010922
vwretd    1.193502
dtype: float64, 18829: const    -0.016144
vwretd    0.806497
dtype: float64, 18830: const    -0.031378
vwretd    0.003857
dtype: float64, 18831: const    -0.059158
vwretd    1.028049
dtype: float64, 18832: const    -0.001096
vwretd    1.059531
dtype: float64, 18833: const     0.019905
vwretd   -0.121675
dtype: float64, 18834: const     0.003119
vwretd    0.887730
dtype: float64, 18835: const     0.012366
vwretd    2.021556
dtype: float64, 18836: const    -0.037622
vwretd    0.972359
dtype: float64, 18837: const    -0.000535
vwretd    0.550854
dtype: float64, 18838: const     0.060293
vwretd    1.752259
dtype: float64, 18839: const     0.015107
vwretd    1.050501
dtype: float64, 18840: const    -0.039379
vwretd    0.351605
dtype: float64, 18841: const    -0.001751
vwretd    1.450865
dtype: float64, 18842: const     0.010621
vwretd    1.228295
dtype: float64, 18843: const     0.003091
vwretd    1.021330
dtype: float64, 18844: const    -0.003901
vwretd    0.286340
dtype: float64, 18845: const    -0.023620
vwretd    1.734809
dtype: float64, 18846: const     0.013013
vwretd    0.998792
dtype: float64, 18847: const    -0.007650
vwretd    0.419672
dtype: float64, 18848: const    -0.005105
vwretd    0.892441
dtype: float64, 18849: const    -0.001345
vwretd    0.913386
dtype: float64, 18850: const    -0.009534
vwretd    1.281145
dtype: float64, 18851: const    -0.004055
vwretd    0.650439
dtype: float64, 18852: const     0.003829
vwretd    0.327348
dtype: float64, 18853: const     0.000952
vwretd    0.117486
dtype: float64, 18854: const     0.000475
vwretd    0.495073
dtype: float64, 18855: const    -0.092300
vwretd    1.128339
dtype: float64, 18856: const     0.039798
vwretd    2.016651
dtype: float64, 18868: const     0.007911
vwretd    1.647309
dtype: float64, 18876: const    -0.000083
vwretd    2.246335
dtype: float64, 18877: const     0.017201
vwretd    0.478543
dtype: float64, 18884: const     0.000393
vwretd    1.407574
dtype: float64, 18885: const    -0.038843
vwretd    1.321920
dtype: float64, 18886: const    -0.000135
vwretd    1.281179
dtype: float64, 18887: const    -0.055149
vwretd    0.559211
dtype: float64, 18888: const     0.003787
vwretd    0.589766
dtype: float64, 18889: const    -0.001925
vwretd    0.361277
dtype: float64, 18890: const    -0.000145
vwretd    0.466715
dtype: float64, 18891: const    -0.000232
vwretd    0.663519
dtype: float64, 18892: const    -0.000111
vwretd    2.006206
dtype: float64, 18894: const    -0.006444
vwretd    0.674856
dtype: float64, 18895: const    -0.00729
vwretd    1.12239
dtype: float64, 18896: const     0.019799
vwretd    2.071600
dtype: float64, 18897: const    -0.068623
vwretd    0.239536
dtype: float64, 18898: const     0.039651
vwretd    1.796646
dtype: float64, 18899: const    -0.048696
vwretd    1.144946
dtype: float64, 18900: const    -0.066969
vwretd    0.779592
dtype: float64, 18901: const    -0.040440
vwretd    0.006931
dtype: float64, 18902: const     0.013836
vwretd    4.802089
dtype: float64, 18903: const    -0.010414
vwretd    0.469208
dtype: float64, 18904: const     0.010590
vwretd    1.532714
dtype: float64, 18905: const     0.007003
vwretd    0.743809
dtype: float64, 18907: const    -0.079439
vwretd    2.041448
dtype: float64, 18908: const    -0.027415
vwretd    1.736529
dtype: float64, 18909: const     0.018261
vwretd    1.716956
dtype: float64, 18910: const     0.012995
vwretd    1.110161
dtype: float64, 18911: const     0.018195
vwretd    1.051875
dtype: float64, 18912: const     0.019893
vwretd    0.442514
dtype: float64, 18913: const    -0.021007
vwretd    1.860733
dtype: float64, 18914: const     0.008675
vwretd    0.551535
dtype: float64, 18915: const    -0.012591
vwretd    2.990170
dtype: float64, 18916: const     0.001131
vwretd    0.681222
dtype: float64, 18917: const     0.000194
vwretd    0.865771
dtype: float64, 18918: const     0.003167
vwretd    0.950109
dtype: float64, 18919: const     0.014529
vwretd    1.140655
dtype: float64, 18920: const     0.003949
vwretd    1.011533
dtype: float64, 18921: const     0.001619
vwretd    1.297738
dtype: float64, 18922: const    -0.023830
vwretd    1.158424
dtype: float64, 18923: const     0.002970
vwretd    0.961128
dtype: float64, 18924: const     0.005275
vwretd    0.845658
dtype: float64, 18925: const    -0.002821
vwretd    1.124916
dtype: float64, 18926: const    -0.027154
vwretd    1.051191
dtype: float64, 18927: const    -0.005912
vwretd    0.189460
dtype: float64, 18928: const    -0.001238
vwretd    0.352450
dtype: float64, 18929: const     0.000822
vwretd    0.466833
dtype: float64, 18930: const     0.000334
vwretd    0.687160
dtype: float64, 18931: const    -0.004640
vwretd    0.321901
dtype: float64, 18932: const    -0.002380
vwretd    0.431734
dtype: float64, 18933: const    -0.004517
vwretd    0.318916
dtype: float64, 18934: const    -0.006412
vwretd    0.584728
dtype: float64, 18935: const    -0.003683
vwretd    0.409489
dtype: float64, 18936: const    -0.070232
vwretd    1.478984
dtype: float64, 18937: const     0.003569
vwretd    2.327048
dtype: float64, 18938: const    -0.009553
vwretd    0.738672
dtype: float64, 18939: const     0.000994
vwretd   -0.018736
dtype: float64, 18940: const    -0.040141
vwretd    2.238918
dtype: float64, 18941: const     0.006836
vwretd    0.589651
dtype: float64, 18942: const     0.000290
vwretd    0.027805
dtype: float64, 18943: const     0.000720
vwretd    0.017657
dtype: float64, 18944: const     0.000280
vwretd    0.046554
dtype: float64, 18945: const    -0.000375
vwretd    0.074146
dtype: float64, 18946: const    -0.001327
vwretd    0.097780
dtype: float64, 18947: const    -0.002223
vwretd    0.137897
dtype: float64, 18948: const     0.004677
vwretd    1.349027
dtype: float64, 18949: const     0.004715
vwretd    0.434303
dtype: float64, 18950: const    -0.002082
vwretd    0.141147
dtype: float64, 18951: const    -0.002954
vwretd    0.180109
dtype: float64, 18952: const    -0.003473
vwretd    0.200051
dtype: float64, 18953: const    -0.056366
vwretd    1.891793
dtype: float64, 18955: const    -0.007770
vwretd    0.208608
dtype: float64, 18956: const    -0.001323
vwretd    1.397467
dtype: float64, 18957: const    -0.005850
vwretd    0.069843
dtype: float64, 18958: const    -0.021918
vwretd    1.365933
dtype: float64, 18959: const    -0.054506
vwretd    1.814838
dtype: float64, 18960: const    -0.026475
vwretd    0.052513
dtype: float64, 18961: const     0.008218
vwretd    0.454781
dtype: float64, 18963: const    -0.055762
vwretd    1.219631
dtype: float64, 18964: const     0.001946
vwretd    1.075484
dtype: float64, 18965: const     0.034952
vwretd    0.696258
dtype: float64, 18966: const    -0.011713
vwretd    1.231147
dtype: float64, 18967: const     0.000032
vwretd    1.178125
dtype: float64, 18968: const     0.003166
vwretd    1.758540
dtype: float64, 18969: const    -0.001426
vwretd    1.118011
dtype: float64, 18970: const    -0.002086
vwretd    0.703017
dtype: float64, 18971: const    -0.003472
vwretd    0.754495
dtype: float64, 18972: const     0.000636
vwretd    1.838697
dtype: float64, 18973: const     0.002412
vwretd    1.022404
dtype: float64, 18974: const     0.000521
vwretd    0.033048
dtype: float64, 18975: const    -0.003490
vwretd    1.088687
dtype: float64, 18976: const    -0.001555
vwretd    0.509614
dtype: float64, 18977: const    -0.002538
vwretd    0.507669
dtype: float64, 18978: const    -0.000201
vwretd    1.137671
dtype: float64, 18979: const    -0.002383
vwretd    0.312152
dtype: float64, 18980: const    -0.003669
vwretd    1.070533
dtype: float64, 18981: const    -0.030450
vwretd    1.741409
dtype: float64, 18982: const    -0.006865
vwretd    0.319308
dtype: float64, 18983: const    -0.004157
vwretd    0.739459
dtype: float64, 18984: const     0.003772
vwretd    1.174943
dtype: float64, 18985: const     0.001970
vwretd    1.019501
dtype: float64, 18986: const     0.002825
vwretd    1.006879
dtype: float64, 18987: const    -0.001274
vwretd    1.170172
dtype: float64, 18988: const    -0.008370
vwretd    0.385602
dtype: float64, 18989: const     0.001806
vwretd    0.328205
dtype: float64, 18990: const     0.001601
vwretd    0.566839
dtype: float64, 18991: const    -0.016303
vwretd    0.300923
dtype: float64, 18992: const    -0.005503
vwretd    0.294498
dtype: float64, 18993: const    -0.001925
vwretd    0.118491
dtype: float64, 18994: const    -0.005584
vwretd    0.124943
dtype: float64, 18996: const    -0.037059
vwretd    0.101365
dtype: float64, 18997: const    -0.104328
vwretd    0.949698
dtype: float64, 18999: const     0.001985
vwretd    1.213604
dtype: float64, 19000: const     0.002256
vwretd    0.884093
dtype: float64, 19001: const     0.048088
vwretd    1.565819
dtype: float64, 19002: const     0.022553
vwretd    1.872605
dtype: float64, 19003: const     0.000488
vwretd    0.940689
dtype: float64, 19004: const     0.060572
vwretd    2.718278
dtype: float64, 19005: const    -0.008686
vwretd    0.983455
dtype: float64, 19008: const     0.003514
vwretd    0.623467
dtype: float64, 19010: const    -0.013366
vwretd    1.284839
dtype: float64, 19011: const    -0.059364
vwretd   -0.074812
dtype: float64, 19012: const     0.015831
vwretd    0.541607
dtype: float64, 19013: const    -0.005662
vwretd    0.966351
dtype: float64, 19014: const    -0.002535
vwretd    0.170628
dtype: float64, 19015: const     0.021463
vwretd    0.540812
dtype: float64, 19016: const    -0.025660
vwretd    2.098718
dtype: float64, 19017: const    -0.016402
vwretd   -0.250728
dtype: float64, 19018: const     0.019212
vwretd    0.270520
dtype: float64, 19019: const    -0.001211
vwretd    1.268460
dtype: float64, 19020: const    -0.007346
vwretd    1.055437
dtype: float64, 19021: const     0.032041
vwretd    0.104487
dtype: float64, 19022: const    -0.032064
vwretd    1.417398
dtype: float64, 19024: const    -0.032627
vwretd   -0.157947
dtype: float64, 19025: const    -0.059993
vwretd    1.596452
dtype: float64, 19026: const    -0.032040
vwretd    1.115374
dtype: float64, 19027: const     0.001399
vwretd    1.777390
dtype: float64, 19028: const    -0.025242
vwretd    2.137265
dtype: float64, 19029: const    -0.008865
vwretd    0.433414
dtype: float64, 19031: const     0.013526
vwretd    0.915100
dtype: float64, 19032: const     0.015267
vwretd    1.025639
dtype: float64, 19033: const    -0.025063
vwretd    0.940165
dtype: float64, 19034: const    -0.188436
vwretd    0.804826
dtype: float64, 19035: const     0.004680
vwretd    1.092026
dtype: float64, 19036: const    -0.091141
vwretd    0.249420
dtype: float64, 19037: const     0.017177
vwretd    0.619756
dtype: float64, 19038: const    -0.036925
vwretd   -3.879985
dtype: float64, 19039: const     0.011749
vwretd    4.257311
dtype: float64, 19040: const     0.025872
vwretd   -3.381249
dtype: float64, 19041: const    -0.062112
vwretd    3.247579
dtype: float64, 19043: const     0.001311
vwretd    0.901127
dtype: float64, 19044: const    -0.002418
vwretd    0.297518
dtype: float64, 19045: const     0.00448
vwretd    0.89985
dtype: float64, 19046: const    -0.000422
vwretd    0.302188
dtype: float64, 19047: const    -0.000211
vwretd    0.632678
dtype: float64, 19048: const    -0.002588
vwretd    0.401309
dtype: float64, 19049: const    -0.000816
vwretd    0.623360
dtype: float64, 19050: const     0.002539
vwretd    1.307736
dtype: float64, 19051: const     0.000410
vwretd    1.227723
dtype: float64, 19052: const     0.008808
vwretd    0.546513
dtype: float64, 19053: const     0.000307
vwretd    0.223069
dtype: float64, 19054: const     0.001315
vwretd    0.422397
dtype: float64, 19055: const    -0.000613
vwretd    0.627529
dtype: float64, 19056: const     0.004252
vwretd    0.811317
dtype: float64, 19057: const     0.003561
vwretd    1.058047
dtype: float64, 19058: const     0.034211
vwretd    2.679931
dtype: float64, 19059: const     0.000190
vwretd    0.532305
dtype: float64, 19060: const    -0.004436
vwretd    0.142077
dtype: float64, 19061: const    -0.090462
vwretd    1.135629
dtype: float64, 19064: const    -0.033282
vwretd    1.696834
dtype: float64, 19065: const     0.042883
vwretd    3.522587
dtype: float64, 19066: const    -0.097030
vwretd    0.728895
dtype: float64, 19067: const    -0.071206
vwretd   -0.212744
dtype: float64, 19068: const     0.000041
vwretd    0.932793
dtype: float64, 19069: const    -0.148375
vwretd    2.201554
dtype: float64, 19070: const     0.005902
vwretd    1.331057
dtype: float64, 19071: const    -0.027197
vwretd    1.236444
dtype: float64, 19072: const     0.006745
vwretd    1.069764
dtype: float64, 19073: const    -0.047636
vwretd    0.870103
dtype: float64, 19074: const    -0.089334
vwretd    0.766960
dtype: float64, 19075: const    -0.103627
vwretd    1.905725
dtype: float64, 19076: const    -0.004336
vwretd    1.229344
dtype: float64, 19077: const    -0.122174
vwretd    0.587586
dtype: float64, 19078: const     0.004383
vwretd    2.247999
dtype: float64, 19079: const     0.014377
vwretd    1.328016
dtype: float64, 19080: const    -0.035540
vwretd   -0.609297
dtype: float64, 19081: const     0.045372
vwretd    2.330835
dtype: float64, 19082: const     0.000302
vwretd    0.126906
dtype: float64, 19084: const     0.007315
vwretd    1.498775
dtype: float64, 19085: const     0.007636
vwretd    0.495978
dtype: float64, 19086: const     0.007377
vwretd    1.931345
dtype: float64, 19087: const     0.005334
vwretd    0.215613
dtype: float64, 19088: const     0.003918
vwretd    0.560271
dtype: float64, 19089: const    -0.010472
vwretd    0.576923
dtype: float64, 19090: const     0.046737
vwretd    1.171790
dtype: float64, 19091: const     0.003472
vwretd    1.027434
dtype: float64, 19092: const     0.003050
vwretd    0.991206
dtype: float64, 19093: const     0.000996
vwretd    0.949159
dtype: float64, 19094: const     0.006002
vwretd    1.219062
dtype: float64, 19095: const     0.005419
vwretd    0.426577
dtype: float64, 19096: const     0.002032
vwretd   -0.048938
dtype: float64, 19097: const     0.014283
vwretd    0.656879
dtype: float64, 19098: const     0.021807
vwretd    0.564764
dtype: float64, 19099: const    -0.001678
vwretd    0.911752
dtype: float64, 19100: const     0.000161
vwretd    1.057015
dtype: float64, 19101: const    -0.009541
vwretd    0.884841
dtype: float64, 19102: const    -0.001081
vwretd    0.268572
dtype: float64, 19103: const     0.000624
vwretd    0.424986
dtype: float64, 19104: const     0.001286
vwretd    0.661932
dtype: float64, 19105: const    -0.001320
vwretd    0.888632
dtype: float64, 19106: const     0.03099
vwretd   -0.08712
dtype: float64, 19107: const     0.007224
vwretd    1.428695
dtype: float64, 19108: const     0.002353
vwretd    1.276138
dtype: float64, 19109: const    -0.000164
vwretd    0.155178
dtype: float64, 19111: const     0.003153
vwretd    0.281612
dtype: float64, 19112: const    -0.003538
vwretd    0.746659
dtype: float64, 19113: const    -0.100919
vwretd    0.215050
dtype: float64, 19114: const    -0.044895
vwretd    1.075589
dtype: float64, 19115: const     0.089537
vwretd    1.059013
dtype: float64, 19116: const    -0.135897
vwretd    0.547161
dtype: float64, 19117: const     0.017081
vwretd    0.970506
dtype: float64, 19118: const     0.003596
vwretd    0.095043
dtype: float64, 19119: const     0.000038
vwretd    0.010468
dtype: float64, 19120: const     0.004120
vwretd    0.920378
dtype: float64, 19121: const    -0.007143
vwretd    0.687941
dtype: float64, 19122: const    -0.003174
vwretd    0.151047
dtype: float64, 19123: const     0.025331
vwretd    0.684403
dtype: float64, 19124: const     0.000661
vwretd    1.021343
dtype: float64, 19125: const    -0.003402
vwretd    0.887232
dtype: float64, 19126: const     0.006876
vwretd    0.983679
dtype: float64, 19127: const     0.000209
vwretd    1.006392
dtype: float64, 19128: const     0.057788
vwretd    0.360038
dtype: float64, 19129: const    -0.012553
vwretd    0.396056
dtype: float64, 19130: const    -0.002511
vwretd    0.968137
dtype: float64, 19131: const    -0.000500
vwretd    1.191954
dtype: float64, 19132: const    -0.007811
vwretd    0.982129
dtype: float64, 19133: const    -0.000084
vwretd    0.980417
dtype: float64, 19134: const     0.060585
vwretd    0.816908
dtype: float64, 19135: const    -0.071630
vwretd    1.239116
dtype: float64, 19136: const    -0.106096
vwretd    0.808233
dtype: float64, 19137: const    -0.008564
vwretd    4.692777
dtype: float64, 19138: const    -0.001564
vwretd    0.091455
dtype: float64, 19139: const     0.004847
vwretd    0.627236
dtype: float64, 19140: const    -0.064152
vwretd    1.989677
dtype: float64, 19141: const    -0.154082
vwretd    1.286207
dtype: float64, 19142: const    -0.030171
vwretd    0.699750
dtype: float64, 19143: const    -0.020625
vwretd    1.049535
dtype: float64, 19145: const     0.032424
vwretd    0.778218
dtype: float64, 19146: const    -0.070025
vwretd    1.435301
dtype: float64, 19147: const    -0.058447
vwretd    2.091139
dtype: float64, 19148: const    -0.034249
vwretd    0.830177
dtype: float64, 19149: const     0.089042
vwretd    0.673412
dtype: float64, 19150: const    -0.011486
vwretd    0.950458
dtype: float64, 19152: const    -0.005794
vwretd    0.575361
dtype: float64, 19153: const     0.002021
vwretd    0.595610
dtype: float64, 19154: const    -0.001480
vwretd    0.365505
dtype: float64, 19155: const     0.001423
vwretd    0.470737
dtype: float64, 19156: const     0.006186
vwretd    0.900079
dtype: float64, 19157: const    -0.002667
vwretd    1.097742
dtype: float64, 19158: const     0.005498
vwretd    0.887958
dtype: float64, 19159: const     0.001411
vwretd    0.944300
dtype: float64, 19160: const    -0.009329
vwretd    1.117436
dtype: float64, 19161: const     0.000748
vwretd    0.509593
dtype: float64, 19162: const    -0.017706
vwretd    1.558201
dtype: float64, 19163: const    -0.046812
vwretd    1.311195
dtype: float64, 19164: const    -0.003090
vwretd    0.194368
dtype: float64, 19165: const    -0.001588
vwretd    0.068011
dtype: float64, 19166: const     0.004270
vwretd    1.132375
dtype: float64, 19167: const     0.022828
vwretd    1.027917
dtype: float64, 19168: const    -0.300392
vwretd    6.879672
dtype: float64, 19169: const     0.002226
vwretd    0.849885
dtype: float64, 19170: const     0.004148
vwretd    1.057470
dtype: float64, 19171: const     0.003764
vwretd    0.566691
dtype: float64, 19172: const     0.033155
vwretd    1.268793
dtype: float64, 19173: const     0.007540
vwretd   -0.255098
dtype: float64, 19174: const     0.000162
vwretd    0.946644
dtype: float64, 19175: const     0.012185
vwretd    0.402199
dtype: float64, 19176: const    -0.074495
vwretd    1.439232
dtype: float64, 19177: const    -0.009852
vwretd    2.473129
dtype: float64, 19178: const    -0.00395
vwretd    0.56270
dtype: float64, 19179: const    -0.075385
vwretd    1.851086
dtype: float64, 19180: const    -0.094997
vwretd    1.564804
dtype: float64, 19181: const    -0.095388
vwretd    1.881662
dtype: float64, 19182: const     0.023194
vwretd    0.554677
dtype: float64, 19183: const     0.005301
vwretd    1.712123
dtype: float64, 19184: const    -0.011413
vwretd    1.342556
dtype: float64, 19185: const     0.012350
vwretd    0.085605
dtype: float64, 19186: const    -0.000180
vwretd   -0.023695
dtype: float64, 19187: const     0.000610
vwretd    3.290637
dtype: float64, 19188: const     0.019988
vwretd    0.277816
dtype: float64, 19189: const     0.088018
vwretd   -2.430080
dtype: float64, 19190: const    -0.002448
vwretd    1.193572
dtype: float64, 19191: const     0.011265
vwretd    0.308749
dtype: float64, 19192: const    -0.042644
vwretd    0.988356
dtype: float64, 19193: const    -0.047132
vwretd    0.661505
dtype: float64, 19194: const    -0.010455
vwretd   -0.405771
dtype: float64, 19195: const    -0.034402
vwretd    2.248997
dtype: float64, 19196: const    -0.037717
vwretd    1.193939
dtype: float64, 19197: const    -0.064649
vwretd    1.173681
dtype: float64, 19198: const     0.012554
vwretd    0.211313
dtype: float64, 19199: const     0.011777
vwretd    0.615455
dtype: float64, 19200: const    -0.034036
vwretd    1.315329
dtype: float64, 19201: const    -0.000221
vwretd    1.237197
dtype: float64, 19202: const     0.024173
vwretd   -0.908309
dtype: float64, 19203: const     0.006859
vwretd    1.220528
dtype: float64, 19204: const     0.183386
vwretd    3.822172
dtype: float64, 19205: const    -0.00314
vwretd    0.17700
dtype: float64, 19206: const    -0.000411
vwretd    0.964337
dtype: float64, 19207: const     0.003207
vwretd    0.759325
dtype: float64, 19208: const    -0.006702
vwretd    0.601017
dtype: float64, 19209: const    -0.007917
vwretd    1.224638
dtype: float64, 19210: const    -0.000560
vwretd    0.901668
dtype: float64, 19211: const     0.006983
vwretd    0.637714
dtype: float64, 19212: const     0.027253
vwretd    0.208035
dtype: float64, 19213: const     0.006478
vwretd    0.723704
dtype: float64, 19214: const     0.001965
vwretd    0.572864
dtype: float64, 19215: const     0.000690
vwretd    0.366648
dtype: float64, 19216: const     0.001599
vwretd    0.017575
dtype: float64, 19217: const    -0.002426
vwretd    1.470598
dtype: float64, 19218: const    -0.007567
vwretd    1.050282
dtype: float64, 19219: const    -0.028363
vwretd    1.287750
dtype: float64, 19220: const    -0.006850
vwretd    0.222189
dtype: float64, 19221: const     0.002489
vwretd    0.392632
dtype: float64, 19222: const     0.000193
vwretd    0.273759
dtype: float64, 19223: const     0.002936
vwretd    0.607993
dtype: float64, 19224: const    -0.061461
vwretd    1.554830
dtype: float64, 19225: const     0.008927
vwretd    1.294400
dtype: float64, 19226: const     0.030730
vwretd    1.457107
dtype: float64, 19227: const     0.007301
vwretd    1.015430
dtype: float64, 19228: const     0.035619
vwretd    2.408905
dtype: float64, 19229: const     0.003175
vwretd    0.574382
dtype: float64, 19230: const    -0.103650
vwretd    3.507182
dtype: float64, 19231: const     0.006778
vwretd    0.019263
dtype: float64, 19232: const    -0.009896
vwretd    0.760715
dtype: float64, 19233: const    -0.013541
vwretd    0.548469
dtype: float64, 19234: const    -0.033237
vwretd    0.334426
dtype: float64, 19238: const    -0.003726
vwretd    1.638042
dtype: float64, 19246: const    -0.009310
vwretd    0.938808
dtype: float64, 19249: const    -0.073066
vwretd    1.276217
dtype: float64, 19250: const     0.006864
vwretd    1.815476
dtype: float64, 19251: const    -0.070420
vwretd    0.919018
dtype: float64, 19252: const     0.032877
vwretd    0.372039
dtype: float64, 19254: const    -0.001146
vwretd    1.597059
dtype: float64, 19255: const     0.022272
vwretd    0.505367
dtype: float64, 19256: const    -0.005927
vwretd    0.453518
dtype: float64, 19257: const    -0.018283
vwretd    0.256103
dtype: float64, 19262: const    -0.001024
vwretd    1.785066
dtype: float64, 19270: const    -0.000366
vwretd    1.517489
dtype: float64, 19271: const     0.010657
vwretd    0.336063
dtype: float64, 19272: const    -0.000006
vwretd    0.001768
dtype: float64, 19273: const     0.000292
vwretd    0.004280
dtype: float64, 19274: const    -0.000790
vwretd    0.015595
dtype: float64, 19275: const    -0.002249
vwretd    0.034559
dtype: float64, 19276: const    -0.003463
vwretd    0.058375
dtype: float64, 19277: const    -0.004571
vwretd    0.088981
dtype: float64, 19278: const    -0.005553
vwretd    0.114681
dtype: float64, 19279: const    -0.006408
vwretd    0.142099
dtype: float64, 19280: const    -0.006982
vwretd    0.157238
dtype: float64, 19281: const    -0.005783
vwretd    0.585763
dtype: float64, 19283: const    -0.001703
vwretd    1.590711
dtype: float64, 19284: const     0.001236
vwretd    1.194056
dtype: float64, 19285: const     0.003654
vwretd    1.280171
dtype: float64, 19286: const     0.006045
vwretd    0.953932
dtype: float64, 19287: const     0.010900
vwretd    1.556636
dtype: float64, 19288: const    -0.014542
vwretd    1.133937
dtype: float64, 19289: const    -0.000483
vwretd    0.996540
dtype: float64, 19290: const     0.018312
vwretd    1.262530
dtype: float64, 19291: const     0.008006
vwretd    1.520495
dtype: float64, 19292: const    -0.000268
vwretd    0.313759
dtype: float64, 19293: const     0.001697
vwretd    0.396359
dtype: float64, 19294: const     0.001677
vwretd    0.592281
dtype: float64, 19295: const    -0.100119
vwretd    1.406709
dtype: float64, 19296: const    -0.003696
vwretd    1.131965
dtype: float64, 19297: const     0.003387
vwretd    1.410963
dtype: float64, 19298: const    -0.006617
vwretd    0.559926
dtype: float64, 19299: const    -0.022823
vwretd    1.079389
dtype: float64, 19300: const    -0.004766
vwretd    0.565366
dtype: float64, 19301: const    -0.001921
vwretd    0.105415
dtype: float64, 19309: const    -0.022811
vwretd    0.902753
dtype: float64, 19310: const     0.026718
vwretd    0.716022
dtype: float64, 19311: const     0.001796
vwretd    0.136778
dtype: float64, 19312: const    -0.034031
vwretd    1.407104
dtype: float64, 19313: const    -0.018419
vwretd    1.018160
dtype: float64, 19314: const    -0.196105
vwretd    1.951166
dtype: float64, 19315: const    -0.005018
vwretd    0.458743
dtype: float64, 19316: const    -0.015015
vwretd    1.515497
dtype: float64, 19317: const     0.004219
vwretd    1.609337
dtype: float64, 19318: const     0.012923
vwretd    1.596228
dtype: float64, 19319: const     0.007944
vwretd    0.761102
dtype: float64, 19320: const    -0.013010
vwretd    1.223542
dtype: float64, 19321: const     0.000105
vwretd    1.012752
dtype: float64, 19322: const     0.002087
vwretd    1.033904
dtype: float64, 19323: const     0.000636
vwretd    1.099563
dtype: float64, 19324: const     0.000815
vwretd    0.909421
dtype: float64, 19325: const    -0.006907
vwretd    0.559935
dtype: float64, 19326: const     0.003883
vwretd    1.107829
dtype: float64, 19327: const    -0.016236
vwretd    0.511645
dtype: float64, 19328: const    -0.006952
vwretd    0.202426
dtype: float64, 19329: const    -0.002906
vwretd    0.109877
dtype: float64, 19330: const    -0.003132
vwretd    0.427684
dtype: float64, 19331: const    -0.052655
vwretd    0.300379
dtype: float64, 19332: const     0.001153
vwretd    1.003752
dtype: float64, 19333: const    -0.034075
vwretd    1.918678
dtype: float64, 19334: const    -0.000277
vwretd    1.345846
dtype: float64, 19335: const     0.032973
vwretd    1.053301
dtype: float64, 19336: const    -0.007009
vwretd    0.197902
dtype: float64, 19337: const     0.004989
vwretd    0.892768
dtype: float64, 19338: const    -0.102488
vwretd    2.947737
dtype: float64, 19339: const    -0.004155
vwretd    0.511980
dtype: float64, 19340: const    -0.004150
vwretd    0.475843
dtype: float64, 19341: const     0.004847
vwretd    1.277646
dtype: float64, 19342: const     0.009849
vwretd    1.175174
dtype: float64, 19343: const     0.008044
vwretd    0.761735
dtype: float64, 19344: const     0.002720
vwretd    1.148825
dtype: float64, 19345: const     0.005310
vwretd    0.932993
dtype: float64, 19346: const    -0.000363
vwretd    1.115142
dtype: float64, 19347: const    -0.149313
vwretd    0.314250
dtype: float64, 19348: const    -0.091533
vwretd    2.200105
dtype: float64, 19349: const     0.002290
vwretd    1.046242
dtype: float64, 19350: const     0.003759
vwretd    1.152117
dtype: float64, 19351: const     0.015747
vwretd    1.953477
dtype: float64, 19352: const    -0.075077
vwretd    1.512308
dtype: float64, 19353: const    -0.020854
vwretd    0.493603
dtype: float64, 19354: const    -0.061166
vwretd   -0.141122
dtype: float64, 19355: const     0.003355
vwretd    0.009917
dtype: float64, 19356: const    -0.023119
vwretd    2.027323
dtype: float64, 19357: const    -0.096165
vwretd    0.848199
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vwretd    1.028031
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vwretd    0.988182
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vwretd    0.072617
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vwretd    1.169632
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vwretd    0.932259
dtype: float64, 19363: const    -0.009900
vwretd    0.916861
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vwretd    0.932522
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vwretd    0.031026
dtype: float64, 19366: const     0.008875
vwretd    0.518254
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vwretd    0.928228
dtype: float64, 19368: const     0.006271
vwretd    0.753785
dtype: float64, 19369: const    -0.000236
vwretd    0.584946
dtype: float64, 19370: const    -0.024000
vwretd    0.751598
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vwretd    0.734035
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vwretd    1.192447
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vwretd    0.423009
dtype: float64, 19374: const    -0.000081
vwretd    0.621024
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vwretd    1.024194
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vwretd    0.495489
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vwretd    0.895257
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vwretd    1.458604
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vwretd    0.849527
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vwretd    0.426451
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vwretd    0.507864
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vwretd    0.687791
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vwretd   -0.004287
dtype: float64, 19384: const    -0.010469
vwretd    0.999447
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vwretd    1.27990
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vwretd    0.216928
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vwretd    0.656119
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vwretd    1.997546
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vwretd    1.041765
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vwretd    0.919585
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vwretd    0.498574
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vwretd    2.741870
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vwretd    0.761983
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vwretd    1.301376
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vwretd    1.738120
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vwretd    0.239711
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vwretd    1.414729
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vwretd    1.062881
dtype: float64, 19399: const     0.002199
vwretd   -0.015769
dtype: float64, 19400: const    -0.066059
vwretd    1.544508
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vwretd    0.332619
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vwretd   -0.894740
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vwretd    1.806703
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vwretd    0.878330
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vwretd    1.081047
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vwretd    1.438232
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vwretd    0.494222
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vwretd    1.642136
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vwretd    1.702189
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vwretd   -1.140432
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vwretd    0.628080
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vwretd    0.349576
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vwretd    0.762945
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vwretd    1.122587
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vwretd    0.401661
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vwretd    2.912719
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vwretd   -0.501100
dtype: float64, 19418: const     0.001309
vwretd    0.817781
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vwretd    0.630493
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vwretd    1.073435
dtype: float64, 19421: const    -0.019906
vwretd    0.850310
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vwretd    0.486176
dtype: float64, 19423: const     0.047119
vwretd    2.109598
dtype: float64, 19424: const    -0.009535
vwretd    0.894173
dtype: float64, 19425: const     0.009069
vwretd    0.781692
dtype: float64, 19426: const    -0.011218
vwretd    1.281694
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vwretd    0.918517
dtype: float64, 19428: const    -0.000334
vwretd    0.402337
dtype: float64, 19429: const     0.002336
vwretd    0.548345
dtype: float64, 19430: const     0.004835
vwretd    0.760197
dtype: float64, 19431: const    -0.145650
vwretd    1.476127
dtype: float64, 19432: const    -0.009161
vwretd    0.766429
dtype: float64, 19433: const     0.004067
vwretd    1.820085
dtype: float64, 19434: const    -0.006128
vwretd    0.149776
dtype: float64, 19435: const     0.031834
vwretd    1.194657
dtype: float64, 19436: const    -0.007012
vwretd    0.500092
dtype: float64, 19437: const    -0.004047
vwretd    0.308292
dtype: float64, 19438: const    -0.006287
vwretd    0.219638
dtype: float64, 19439: const    -0.002400
vwretd    0.793046
dtype: float64, 19440: const    -0.003455
vwretd    0.650811
dtype: float64, 19441: const    -0.004510
vwretd    0.507116
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vwretd    0.437044
dtype: float64, 19443: const    -0.007701
vwretd    0.340026
dtype: float64, 19444: const    -0.021045
vwretd    1.337036
dtype: float64, 19445: const     0.002456
vwretd    0.572383
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vwretd    0.153147
dtype: float64, 19447: const     0.011711
vwretd    0.850873
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vwretd    0.991772
dtype: float64, 19449: const    -0.000775
vwretd    0.995370
dtype: float64, 19450: const     0.001708
vwretd    0.904313
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vwretd    1.000784
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vwretd    0.292778
dtype: float64, 19453: const     0.014432
vwretd    1.139628
dtype: float64, 19454: const    -0.021425
vwretd    0.542996
dtype: float64, 19455: const    -0.099834
vwretd    1.652258
dtype: float64, 19456: const    -0.083370
vwretd    2.352278
dtype: float64, 19457: const     0.013754
vwretd    0.210222
dtype: float64, 19458: const    -0.055342
vwretd    0.127062
dtype: float64, 19459: const    -0.078712
vwretd    0.800505
dtype: float64, 19460: const    -0.134191
vwretd    1.879051
dtype: float64, 19461: const     0.034191
vwretd   -0.808985
dtype: float64, 19462: const    -0.132200
vwretd    2.255225
dtype: float64, 19463: const    -0.076171
vwretd   -0.415739
dtype: float64, 19464: const    -0.061317
vwretd    0.682061
dtype: float64, 19465: const    -0.113054
vwretd    1.631415
dtype: float64, 19466: const    -0.029254
vwretd    1.143790
dtype: float64, 19467: const    -0.018909
vwretd    1.060353
dtype: float64, 19468: const    -0.003460
vwretd    0.873143
dtype: float64, 19469: const    -0.084333
vwretd   -1.050736
dtype: float64, 19470: const    -0.039474
vwretd    0.635855
dtype: float64, 19471: const    -0.004009
vwretd    0.872268
dtype: float64, 19472: const    -0.124173
vwretd    1.263030
dtype: float64, 19473: const     0.010778
vwretd    1.333688
dtype: float64, 19474: const     0.019482
vwretd    1.142802
dtype: float64, 19475: const    -0.025747
vwretd   -1.304888
dtype: float64, 19476: const    -0.053879
vwretd    0.397312
dtype: float64, 19477: const    -0.072155
vwretd    0.051716
dtype: float64, 19478: const     0.032622
vwretd   -0.296814
dtype: float64, 19479: const    -0.039539
vwretd    0.353912
dtype: float64, 19480: const    -0.092471
vwretd    0.923460
dtype: float64, 19481: const     0.001661
vwretd    1.390804
dtype: float64, 19482: const     0.062142
vwretd    1.675845
dtype: float64, 19483: const    -0.102872
vwretd    1.919951
dtype: float64, 19484: const     0.038280
vwretd    1.439196
dtype: float64, 19485: const     0.024642
vwretd    1.239908
dtype: float64, 19486: const    -0.077238
vwretd    1.381334
dtype: float64, 19487: const    -0.066514
vwretd    1.694629
dtype: float64, 19488: const     0.014856
vwretd   -0.264788
dtype: float64, 19489: const    -0.016783
vwretd    0.797256
dtype: float64, 19490: const    -0.007326
vwretd    0.264154
dtype: float64, 19491: const    -0.023111
vwretd    0.157676
dtype: float64, 19492: const     0.108494
vwretd    5.753967
dtype: float64, 19493: const     0.000569
vwretd    1.038635
dtype: float64, 19494: const    -0.040838
vwretd    0.600426
dtype: float64, 19495: const    -0.025843
vwretd    0.976895
dtype: float64, 19496: const    -0.051293
vwretd    1.238229
dtype: float64, 19497: const    -0.087940
vwretd    0.967596
dtype: float64, 19499: const    -0.049727
vwretd   -0.360021
dtype: float64, 19500: const    -0.087766
vwretd    2.467667
dtype: float64, 19501: const    -0.040233
vwretd    0.705150
dtype: float64, 19502: const     0.004339
vwretd    0.859337
dtype: float64, 19503: const     0.009176
vwretd    0.930663
dtype: float64, 19504: const    -0.117446
vwretd    1.453310
dtype: float64, 19505: const    -0.017769
vwretd    0.829594
dtype: float64, 19506: const    -0.026347
vwretd    0.531085
dtype: float64, 19507: const     0.001235
vwretd    0.828320
dtype: float64, 19508: const     0.001776
vwretd    0.571917
dtype: float64, 19509: const     0.001561
vwretd    0.304365
dtype: float64, 19510: const    -0.000456
vwretd    0.858572
dtype: float64, 19511: const     0.082704
vwretd    1.040523
dtype: float64, 19512: const     0.002639
vwretd    1.073346
dtype: float64, 19513: const    -0.008678
vwretd    1.221274
dtype: float64, 19514: const    -0.024093
vwretd    0.924794
dtype: float64, 19515: const    -0.064862
vwretd    2.165568
dtype: float64, 19516: const    -0.001006
vwretd    0.410596
dtype: float64, 19517: const    -0.014394
vwretd    1.172680
dtype: float64, 19518: const     0.001967
vwretd    0.619092
dtype: float64, 19519: const    -0.005827
vwretd   -0.740154
dtype: float64, 19520: const     0.000063
vwretd    0.009768
dtype: float64, 19521: const    -0.121139
vwretd    1.968285
dtype: float64, 19522: const     0.010999
vwretd    0.481474
dtype: float64, 19523: const    -0.021760
vwretd    1.125991
dtype: float64, 19524: const    -0.002962
vwretd    0.121607
dtype: float64, 19525: const    -0.001983
vwretd    0.543295
dtype: float64, 19526: const    -0.003170
vwretd    0.511383
dtype: float64, 19527: const    -0.061679
vwretd    0.786604
dtype: float64, 19528: const    -0.018816
vwretd    0.150532
dtype: float64, 19529: const     0.080418
vwretd    2.281917
dtype: float64, 19530: const    -0.036897
vwretd    1.703341
dtype: float64, 19531: const     0.028476
vwretd    0.465794
dtype: float64, 19532: const     0.004300
vwretd    0.692768
dtype: float64, 19533: const    -0.064602
vwretd    1.351243
dtype: float64, 19534: const     0.018545
vwretd    1.951706
dtype: float64, 19535: const     0.000517
vwretd    0.400831
dtype: float64, 19536: const     0.004116
vwretd    1.052981
dtype: float64, 19537: const     0.002242
vwretd    1.232548
dtype: float64, 19538: const    -0.010141
vwretd    1.254572
dtype: float64, 19539: const    -0.060139
vwretd   -0.084742
dtype: float64, 19540: const    -0.056165
vwretd    0.161394
dtype: float64, 19541: const    -0.015698
vwretd    1.003347
dtype: float64, 19542: const    -0.058724
vwretd    0.775835
dtype: float64, 19543: const    -0.020706
vwretd    0.401371
dtype: float64, 19544: const    -0.034675
vwretd   -0.291160
dtype: float64, 19545: const     0.003071
vwretd    0.865724
dtype: float64, 19546: const     0.008241
vwretd    0.678102
dtype: float64, 19547: const     0.060642
vwretd    1.509788
dtype: float64, 19548: const    -0.084546
vwretd   -0.242808
dtype: float64, 19549: const     0.002519
vwretd   -0.010543
dtype: float64, 19550: const    -0.023664
vwretd    0.882676
dtype: float64, 19551: const    -0.009276
vwretd   -1.346850
dtype: float64, 19552: const    -0.038484
vwretd    0.784727
dtype: float64, 19553: const     0.003788
vwretd    0.798992
dtype: float64, 19554: const     0.017116
vwretd    1.301735
dtype: float64, 19555: const    -0.081282
vwretd    0.914961
dtype: float64, 19556: const    -0.104928
vwretd    1.081228
dtype: float64, 19557: const    -0.007856
vwretd    0.222049
dtype: float64, 19558: const     0.000232
vwretd    1.391918
dtype: float64, 19559: const    -0.112073
vwretd   -0.932110
dtype: float64, 19560: const    -0.003678
vwretd    0.841970
dtype: float64, 19561: const     0.005079
vwretd    1.242194
dtype: float64, 19562: const     0.068537
vwretd    9.019493
dtype: float64, 19563: const    -0.043816
vwretd    0.890208
dtype: float64, 19564: const     0.009484
vwretd   -0.077282
dtype: float64, 19565: const    -0.039111
vwretd   -0.130166
dtype: float64, 19566: const    -0.040878
vwretd    1.218573
dtype: float64, 19568: const    -0.004281
vwretd    0.596531
dtype: float64, 19569: const    -0.152361
vwretd   -0.086688
dtype: float64, 19570: const    -0.088948
vwretd    3.051758
dtype: float64, 19571: const    -0.004157
vwretd    1.061002
dtype: float64, 19572: const    -0.006215
vwretd   -1.077620
dtype: float64, 19573: const    -0.011820
vwretd    0.199064
dtype: float64, 19574: const    -0.029098
vwretd   -0.200677
dtype: float64, 19575: const    -0.074406
vwretd    0.160971
dtype: float64, 19576: const    -0.073728
vwretd    1.279480
dtype: float64, 19577: const    -0.035347
vwretd    1.924273
dtype: float64, 19578: const    -0.053313
vwretd    0.449514
dtype: float64, 19579: const    -0.022617
vwretd    0.185167
dtype: float64, 19580: const     0.009556
vwretd    0.975357
dtype: float64, 19581: const    -0.023032
vwretd    1.256309
dtype: float64, 19582: const    -0.005333
vwretd    1.546850
dtype: float64, 19583: const    -0.006382
vwretd    1.594235
dtype: float64, 19584: const    -0.004175
vwretd    0.718977
dtype: float64, 19585: const    -0.000341
vwretd    1.426220
dtype: float64, 19586: const    -0.104809
vwretd    0.987718
dtype: float64, 19587: const    -0.049006
vwretd    0.928098
dtype: float64, 19588: const    -0.011240
vwretd    1.617901
dtype: float64, 19589: const     0.012631
vwretd    1.188820
dtype: float64, 19591: const     0.001975
vwretd    0.611802
dtype: float64, 19592: const    -0.105746
vwretd    2.150426
dtype: float64, 19593: const    -0.020863
vwretd    0.606450
dtype: float64, 19594: const    -0.007949
vwretd    0.276409
dtype: float64, 19595: const    -0.008235
vwretd    0.174983
dtype: float64, 19596: const    -0.004581
vwretd    1.502803
dtype: float64, 19597: const     0.015939
vwretd    0.197208
dtype: float64, 19598: const    -0.033893
vwretd   -1.493573
dtype: float64, 19599: const    -0.081617
vwretd    1.727022
dtype: float64, 19600: const     0.003931
vwretd    0.687425
dtype: float64, 19601: const     0.008067
vwretd    1.009054
dtype: float64, 19602: const    -0.049472
vwretd    0.454806
dtype: float64, 19603: const    -0.010031
vwretd    1.248048
dtype: float64, 19604: const    -0.011993
vwretd    0.868343
dtype: float64, 19605: const    -0.007568
vwretd    2.788426
dtype: float64, 19606: const    -0.062189
vwretd    0.399658
dtype: float64, 19607: const    -0.011401
vwretd    1.199139
dtype: float64, 19608: const     0.007588
vwretd    0.809559
dtype: float64, 19609: const    -0.002813
vwretd    1.853646
dtype: float64, 19610: const     0.002556
vwretd    1.050742
dtype: float64, 19611: const    -0.013140
vwretd    1.210887
dtype: float64, 19612: const     0.007036
vwretd    0.900407
dtype: float64, 19613: const     0.007322
vwretd    0.904796
dtype: float64, 19614: const    -0.005742
vwretd    0.261756
dtype: float64, 19615: const    -0.021688
vwretd    0.610972
dtype: float64, 19616: const    -0.019718
vwretd    1.112602
dtype: float64, 19617: const    -0.005416
vwretd    1.734627
dtype: float64, 19618: const    -0.003019
vwretd    0.907996
dtype: float64, 19619: const    -0.080233
vwretd    0.295890
dtype: float64, 19620: const    -0.084049
vwretd    0.637286
dtype: float64, 19621: const    -0.070185
vwretd   -2.095756
dtype: float64, 19622: const     0.108659
vwretd   -8.600740
dtype: float64, 19623: const    -0.094875
vwretd    1.297907
dtype: float64, 19624: const    -0.034555
vwretd    1.878197
dtype: float64, 19625: const    -0.003532
vwretd    1.575164
dtype: float64, 19626: const     0.019154
vwretd    1.798262
dtype: float64, 19627: const    -0.134647
vwretd    0.548722
dtype: float64, 19628: const    -0.066393
vwretd   -0.559037
dtype: float64, 19629: const    -0.099380
vwretd    0.952745
dtype: float64, 19630: const     0.002003
vwretd   -0.017728
dtype: float64, 19631: const    -0.070473
vwretd    0.351672
dtype: float64, 19632: const     0.055334
vwretd    0.859111
dtype: float64, 19633: const     0.003339
vwretd    1.261756
dtype: float64, 19634: const    -0.067854
vwretd    0.278317
dtype: float64, 19635: const     0.029547
vwretd    0.853822
dtype: float64, 19636: const    -0.009568
vwretd   -0.081329
dtype: float64, 19637: const    -0.023128
vwretd    0.221341
dtype: float64, 19638: const     0.011257
vwretd    0.308430
dtype: float64, 19639: const     0.028471
vwretd    3.107750
dtype: float64, 19640: const    -0.078427
vwretd    2.568179
dtype: float64, 19641: const    -0.002159
vwretd    1.141667
dtype: float64, 19642: const     0.002973
vwretd    1.420026
dtype: float64, 19643: const     0.069226
vwretd   -0.115323
dtype: float64, 19644: const    -0.013821
vwretd    2.801761
dtype: float64, 19645: const    -0.080076
vwretd    0.060850
dtype: float64, 19646: const    -0.000403
vwretd   -0.005595
dtype: float64, 19647: const    -0.065125
vwretd    0.698220
dtype: float64, 19648: const    -0.061097
vwretd    1.886843
dtype: float64, 19649: const    -0.133918
vwretd    1.077781
dtype: float64, 19650: const    -0.115032
vwretd    2.993315
dtype: float64, 19652: const     0.001036
vwretd   -0.040530
dtype: float64, 19653: const    -0.014039
vwretd    1.353696
dtype: float64, 19654: const    -0.013077
vwretd    0.581902
dtype: float64, 19655: const    -0.004615
vwretd    1.400433
dtype: float64, 19656: const    -0.028168
vwretd    0.517368
dtype: float64, 19657: const    -0.071475
vwretd    0.721780
dtype: float64, 19658: const     0.004139
vwretd    1.179343
dtype: float64, 19659: const     0.000804
vwretd    1.241132
dtype: float64, 19660: const    -0.031552
vwretd    0.668561
dtype: float64, 19661: const    -0.002761
vwretd    1.527814
dtype: float64, 19662: const    -0.000412
vwretd    0.884417
dtype: float64, 19663: const    -0.027600
vwretd   -0.606164
dtype: float64, 19664: const     0.022308
vwretd    0.317567
dtype: float64, 19665: const    -0.017519
vwretd    1.323662
dtype: float64, 19666: const    -0.136995
vwretd    0.489629
dtype: float64, 19667: const    -0.077933
vwretd    2.001115
dtype: float64, 19668: const    -0.000867
vwretd    1.399729
dtype: float64, 19669: const     0.009500
vwretd    0.510162
dtype: float64, 19670: const    -0.046819
vwretd   -0.271036
dtype: float64, 19672: const     0.003419
vwretd    0.018076
dtype: float64, 19673: const     0.021768
vwretd    1.302431
dtype: float64, 19674: const     0.012941
vwretd    0.634078
dtype: float64, 19675: const     0.019283
vwretd    1.885699
dtype: float64, 19676: const     0.006110
vwretd    0.984929
dtype: float64, 19677: const     0.010590
vwretd    0.712571
dtype: float64, 19678: const    -0.046906
vwretd    1.183547
dtype: float64, 19679: const    -0.077822
vwretd    1.258722
dtype: float64, 19680: const    -0.034613
vwretd   -0.143682
dtype: float64, 19681: const    -0.072122
vwretd   -0.293088
dtype: float64, 19682: const    -0.048666
vwretd    0.745746
dtype: float64, 19684: const     0.000382
vwretd    1.297390
dtype: float64, 19685: const     0.154134
vwretd    1.501559
dtype: float64, 19692: const    -0.002176
vwretd    1.236184
dtype: float64, 19693: const    -0.018117
vwretd    1.053672
dtype: float64, 19705: const    -0.002912
vwretd    0.406921
dtype: float64, 19706: const    -0.040317
vwretd    0.315130
dtype: float64, 19713: const     0.004620
vwretd    0.796276
dtype: float64, 19721: const     0.001646
vwretd    1.073094
dtype: float64, 19722: const     0.006057
vwretd    1.530114
dtype: float64, 19743: const    -0.075357
vwretd    0.347715
dtype: float64, 19744: const    -0.132666
vwretd    0.710363
dtype: float64, 19745: const    -0.065188
vwretd    2.010121
dtype: float64, 19746: const    -0.001840
vwretd    1.278377
dtype: float64, 19747: const    -0.010272
vwretd    0.725763
dtype: float64, 19748: const    -0.001661
vwretd    1.217026
dtype: float64, 19749: const     0.007673
vwretd    0.320363
dtype: float64, 19750: const     0.002859
vwretd    0.870386
dtype: float64, 19751: const    -0.027272
vwretd    1.187659
dtype: float64, 19752: const     0.038893
vwretd    1.304101
dtype: float64, 19753: const    -0.002801
vwretd    0.917299
dtype: float64, 19754: const    -0.082551
vwretd    0.932774
dtype: float64, 19755: const    -0.006412
vwretd    0.553386
dtype: float64, 19756: const    -0.001721
vwretd    1.146878
dtype: float64, 19757: const    -0.006329
vwretd   -0.014964
dtype: float64, 19758: const    -0.006569
vwretd    0.560446
dtype: float64, 19759: const    -0.003626
vwretd    0.453388
dtype: float64, 19760: const    -0.004107
vwretd    0.387508
dtype: float64, 19761: const    -0.004327
vwretd    0.347746
dtype: float64, 19762: const     0.006471
vwretd    0.918293
dtype: float64, 19763: const    -0.000684
vwretd    0.375090
dtype: float64, 19764: const    -0.000586
vwretd    0.776927
dtype: float64, 19765: const    -0.024974
vwretd    0.236672
dtype: float64, 19766: const     0.001801
vwretd    0.587548
dtype: float64, 19767: const     0.001024
vwretd    0.002963
dtype: float64, 19768: const     0.001829
vwretd    0.808813
dtype: float64, 19769: const    -0.005678
vwretd    0.242130
dtype: float64, 19770: const     0.020492
vwretd    0.349521
dtype: float64, 19771: const    -0.002607
vwretd    0.982949
dtype: float64, 19772: const     0.000706
vwretd    0.846430
dtype: float64, 19773: const     0.008538
vwretd    0.276380
dtype: float64, 19774: const     0.000175
vwretd    1.036622
dtype: float64, 19775: const     0.001379
vwretd    1.050489
dtype: float64, 19776: const    -0.014508
vwretd    0.545894
dtype: float64, 19777: const     0.014854
vwretd    0.602543
dtype: float64, 19778: const    -0.145783
vwretd    0.860174
dtype: float64, 19779: const    -0.047684
vwretd    1.573402
dtype: float64, 19780: const     0.009264
vwretd    0.468326
dtype: float64, 19781: const     0.042342
vwretd    0.553267
dtype: float64, 19782: const    -0.000640
vwretd    0.016415
dtype: float64, 19783: const     0.004992
vwretd    0.724041
dtype: float64, 19784: const    -0.001239
vwretd    1.077929
dtype: float64, 19785: const     0.006621
vwretd    0.976495
dtype: float64, 19786: const     0.001931
vwretd    0.855613
dtype: float64, 19787: const     0.002449
vwretd   -0.030856
dtype: float64, 19788: const    -0.046217
vwretd    1.279833
dtype: float64, 19789: const    -0.012235
vwretd   -0.159548
dtype: float64, 19790: const     0.000383
vwretd   -0.000324
dtype: float64, 19791: const    -0.001362
vwretd    0.901995
dtype: float64, 19792: const    -0.004270
vwretd    0.585568
dtype: float64, 19793: const     0.001870
vwretd    1.183233
dtype: float64, 19794: const    -0.035379
vwretd    1.799106
dtype: float64, 19795: const    -0.073974
vwretd    0.380379
dtype: float64, 19796: const    -0.005536
vwretd    0.355760
dtype: float64, 19797: const    -0.067916
vwretd    0.143839
dtype: float64, 19799: const     0.005371
vwretd    1.007884
dtype: float64, 19800: const     0.039520
vwretd    0.459927
dtype: float64, 19801: const     0.006885
vwretd    1.589609
dtype: float64, 19802: const    -0.007586
vwretd    0.804172
dtype: float64, 19803: const    -0.048761
vwretd    1.371101
dtype: float64, 19804: const     0.000976
vwretd    0.016397
dtype: float64, 19805: const     0.000234
vwretd   -0.014624
dtype: float64, 19806: const     0.000612
vwretd    0.069299
dtype: float64, 19807: const    -0.012636
vwretd    1.321256
dtype: float64, 19808: const    -0.023929
vwretd    1.269621
dtype: float64, 19809: const    -0.066070
vwretd    0.145881
dtype: float64, 19810: const    -0.041375
vwretd   -0.378479
dtype: float64, 19811: const    -0.121565
vwretd    1.216381
dtype: float64, 19812: const    -0.037834
vwretd    2.578459
dtype: float64, 19813: const     0.012477
vwretd    2.248131
dtype: float64, 19814: const     0.022919
vwretd    3.118344
dtype: float64, 19815: const    -0.005309
vwretd    0.371998
dtype: float64, 19816: const    -0.003917
vwretd    0.497946
dtype: float64, 19817: const    -0.004423
vwretd    0.309443
dtype: float64, 19818: const    -0.001441
vwretd    1.526503
dtype: float64, 19819: const    -0.015638
vwretd   -0.150968
dtype: float64, 19820: const    -0.020596
vwretd    0.383467
dtype: float64, 19821: const    -0.045138
vwretd    2.094601
dtype: float64, 19822: const    -0.028855
vwretd    1.697023
dtype: float64, 19823: const    -0.091203
vwretd    2.277320
dtype: float64, 19824: const    -0.021441
vwretd    1.957690
dtype: float64, 19825: const     0.011959
vwretd    0.360094
dtype: float64, 19826: const     0.001814
vwretd   -0.003870
dtype: float64, 19827: const     0.001850
vwretd    0.003102
dtype: float64, 19828: const     0.003616
vwretd    0.952834
dtype: float64, 19829: const     0.019530
vwretd    0.008829
dtype: float64, 19830: const    -0.157930
vwretd    2.627419
dtype: float64, 19831: const    -0.016299
vwretd    0.906839
dtype: float64, 19832: const     0.035627
vwretd    5.556201
dtype: float64, 19833: const    -0.094227
vwretd    0.000902
dtype: float64, 19834: const    -0.019203
vwretd    0.863692
dtype: float64, 19835: const    -0.117820
vwretd    2.041934
dtype: float64, 19836: const     0.001204
vwretd    0.940543
dtype: float64, 19837: const    -0.090496
vwretd   -0.843779
dtype: float64, 19838: const    -0.044610
vwretd    1.514067
dtype: float64, 19839: const    -0.151487
vwretd    2.545470
dtype: float64, 19840: const    -0.098847
vwretd   -0.598200
dtype: float64, 19841: const    -0.008249
vwretd    1.118443
dtype: float64, 19842: const    -0.004402
vwretd    0.922556
dtype: float64, 19843: const    -0.005602
vwretd    0.739887
dtype: float64, 19844: const     0.000698
vwretd    1.259597
dtype: float64, 19845: const     0.003123
vwretd    0.863341
dtype: float64, 19846: const    -0.134459
vwretd    1.455893
dtype: float64, 19847: const    -0.070995
vwretd    1.390312
dtype: float64, 19848: const     0.025444
vwretd   -0.461073
dtype: float64, 19849: const     0.130282
vwretd   -3.329458
dtype: float64, 19850: const    -0.115681
vwretd    0.865185
dtype: float64, 19851: const     0.030676
vwretd    2.562228
dtype: float64, 19852: const     0.00005
vwretd    1.32828
dtype: float64, 19853: const    -0.002243
vwretd    1.199828
dtype: float64, 19854: const    -0.005179
vwretd    0.428499
dtype: float64, 19855: const    -0.005065
vwretd    0.907197
dtype: float64, 19856: const     0.028041
vwretd   -0.458723
dtype: float64, 19857: const     0.027328
vwretd    0.525481
dtype: float64, 19858: const    -0.029378
vwretd    1.306083
dtype: float64, 19859: const    -0.052182
vwretd    1.223931
dtype: float64, 19860: const     0.002217
vwretd    0.880430
dtype: float64, 19862: const    -0.15282
vwretd    1.25859
dtype: float64, 19863: const     0.003471
vwretd    0.262539
dtype: float64, 19864: const     0.003130
vwretd    0.569283
dtype: float64, 19865: const    -0.005695
vwretd    0.272890
dtype: float64, 19866: const    -0.002745
vwretd    0.096065
dtype: float64, 19867: const     0.001569
vwretd   -0.011145
dtype: float64, 19868: const    -0.028318
vwretd    1.235058
dtype: float64, 19869: const    -0.025347
vwretd    1.280066
dtype: float64, 19870: const    -0.007819
vwretd    0.763011
dtype: float64, 19871: const    -0.009037
vwretd    0.509464
dtype: float64, 19872: const     0.005585
vwretd   -0.203039
dtype: float64, 19873: const    -0.007024
vwretd    0.521863
dtype: float64, 19874: const    -0.005607
vwretd    0.354551
dtype: float64, 19876: const    -0.003127
vwretd    0.131383
dtype: float64, 19877: const    -0.033865
vwretd    1.037889
dtype: float64, 19878: const     0.004672
vwretd    1.033781
dtype: float64, 19879: const    -0.002383
vwretd    1.160892
dtype: float64, 19880: const     0.002801
vwretd    1.714441
dtype: float64, 19881: const    -0.014155
vwretd    1.219971
dtype: float64, 19882: const    -0.006046
vwretd    0.335592
dtype: float64, 19883: const     0.004416
vwretd    0.776000
dtype: float64, 19884: const     0.001759
vwretd    0.509261
dtype: float64, 19885: const     0.006600
vwretd    0.622488
dtype: float64, 19886: const    -0.010861
vwretd    0.059327
dtype: float64, 19887: const     0.002861
vwretd    0.978891
dtype: float64, 19888: const     0.005650
vwretd    1.752162
dtype: float64, 19889: const     0.002683
vwretd    0.613471
dtype: float64, 19890: const     0.000555
vwretd    0.297081
dtype: float64, 19892: const    -0.120654
vwretd   -0.477276
dtype: float64, 19893: const    -0.078617
vwretd    1.702575
dtype: float64, 19894: const     0.001473
vwretd    2.447118
dtype: float64, 19895: const     0.000722
vwretd    1.361825
dtype: float64, 19896: const    -0.011448
vwretd    1.371992
dtype: float64, 19897: const     0.004238
vwretd    1.399355
dtype: float64, 19898: const     0.002080
vwretd    1.193988
dtype: float64, 19899: const    -0.060965
vwretd   -0.906796
dtype: float64, 19900: const    -0.000293
vwretd    0.867311
dtype: float64, 19901: const    -0.001096
vwretd    0.823058
dtype: float64, 19902: const     0.001370
vwretd    0.514611
dtype: float64, 19903: const    -0.001311
vwretd    0.460523
dtype: float64, 19904: const     0.002617
vwretd    0.922533
dtype: float64, 19905: const    -0.032451
vwretd    0.845671
dtype: float64, 19906: const     0.000711
vwretd    0.018666
dtype: float64, 19907: const     0.003301
vwretd    0.695761
dtype: float64, 19908: const    -0.001427
vwretd    1.199126
dtype: float64, 19909: const     0.007329
vwretd    0.590913
dtype: float64, 19910: const    -0.062505
vwretd   -0.218305
dtype: float64, 19912: const    -0.004279
vwretd    0.085825
dtype: float64, 19913: const     0.004618
vwretd    0.830526
dtype: float64, 19914: const    -0.013611
vwretd    0.968531
dtype: float64, 19915: const    -0.010937
vwretd    0.995311
dtype: float64, 19916: const     0.004383
vwretd    0.975312
dtype: float64, 19917: const    -0.031322
vwretd    2.021689
dtype: float64, 19918: const    -0.093774
vwretd    1.338298
dtype: float64, 19919: const    -0.010358
vwretd    2.545689
dtype: float64, 19920: const    -0.007108
vwretd    0.149070
dtype: float64, 19921: const    -0.001715
vwretd    0.304242
dtype: float64, 19922: const     0.012282
vwretd    0.490973
dtype: float64, 19923: const     0.000398
vwretd    0.548744
dtype: float64, 19924: const    -0.002722
vwretd    0.777335
dtype: float64, 19925: const    -0.020048
vwretd   -0.141881
dtype: float64, 19926: const    -0.003032
vwretd    0.854725
dtype: float64, 19927: const    -0.013097
vwretd    0.796145
dtype: float64, 19928: const    -0.088751
vwretd    2.273109
dtype: float64, 19929: const     0.000488
vwretd    0.019618
dtype: float64, 19930: const    -0.000816
vwretd    0.817584
dtype: float64, 19931: const     0.000496
vwretd   -0.089155
dtype: float64, 19932: const    -0.000611
vwretd    1.171322
dtype: float64, 19933: const     0.011221
vwretd    0.983090
dtype: float64, 19935: const    -0.082959
vwretd    0.885388
dtype: float64, 19936: const     0.000347
vwretd   -0.098010
dtype: float64, 19937: const    -0.035407
vwretd    0.559136
dtype: float64, 19938: const     0.024655
vwretd    1.823350
dtype: float64, 19939: const    -0.041739
vwretd    0.601118
dtype: float64, 19940: const     0.006982
vwretd    0.854467
dtype: float64, 19941: const    -0.051993
vwretd    5.324753
dtype: float64, 19942: const    -0.008108
vwretd    0.959609
dtype: float64, 19943: const    -0.008627
vwretd    0.118861
dtype: float64, 19944: const    -0.111774
vwretd    1.454267
dtype: float64, 19945: const     0.038608
vwretd    1.106783
dtype: float64, 19946: const    -0.020056
vwretd    0.570237
dtype: float64, 19947: const    -0.026115
vwretd   -0.390170
dtype: float64, 19948: const    -0.055371
vwretd    1.242006
dtype: float64, 19949: const    -0.001910
vwretd   -0.044959
dtype: float64, 19950: const    -0.081666
vwretd    1.552924
dtype: float64, 19951: const     0.000639
vwretd   -0.012255
dtype: float64, 19952: const    -0.050660
vwretd    2.473496
dtype: float64, 19953: const    -0.046987
vwretd    2.029122
dtype: float64, 19954: const    -0.134752
vwretd    2.284319
dtype: float64, 19955: const    -0.082359
vwretd    1.217470
dtype: float64, 19956: const    -0.143583
vwretd    1.903005
dtype: float64, 19957: const    -0.003937
vwretd    1.492364
dtype: float64, 19958: const    -0.111747
vwretd    1.048652
dtype: float64, 19959: const    -0.002675
vwretd    0.907277
dtype: float64, 19960: const    -0.009565
vwretd    1.021251
dtype: float64, 19961: const    -0.007543
vwretd    0.533756
dtype: float64, 19962: const     0.023432
vwretd    2.098424
dtype: float64, 19964: const    -0.000770
vwretd   -0.022755
dtype: float64, 19965: const    -0.060596
vwretd    0.337309
dtype: float64, 19966: const     0.024499
vwretd    1.632483
dtype: float64, 19967: const    -0.007154
vwretd    0.920910
dtype: float64, 19968: const     0.007133
vwretd    0.654981
dtype: float64, 19969: const    -0.077722
vwretd    0.959924
dtype: float64, 19970: const    -0.135982
vwretd    0.651171
dtype: float64, 19972: const    -0.003796
vwretd    0.185957
dtype: float64, 19973: const    -0.051842
vwretd    0.572105
dtype: float64, 19974: const    -0.147817
vwretd   -0.135763
dtype: float64, 19975: const    -0.001850
vwretd    0.990934
dtype: float64, 19976: const    -0.030595
vwretd    2.212117
dtype: float64, 19977: const    -0.005371
vwretd    0.452564
dtype: float64, 19978: const    -0.024484
vwretd   -1.307488
dtype: float64, 19979: const    -0.06242
vwretd   -0.17267
dtype: float64, 19980: const    -0.023882
vwretd    0.589083
dtype: float64, 19981: const    -0.158837
vwretd    1.372268
dtype: float64, 19982: const    -0.014016
vwretd    0.478595
dtype: float64, 19983: const    -0.000294
vwretd    1.163166
dtype: float64, 19984: const     0.028354
vwretd    0.450416
dtype: float64, 19985: const    -0.075508
vwretd    0.394867
dtype: float64, 19986: const    -0.069440
vwretd    2.790057
dtype: float64, 19987: const    -0.008776
vwretd    1.075924
dtype: float64, 19988: const    -0.003675
vwretd    1.215945
dtype: float64, 19989: const     0.004998
vwretd    1.509518
dtype: float64, 19990: const    -0.013212
vwretd    0.795882
dtype: float64, 19991: const    -0.000437
vwretd    1.236251
dtype: float64, 19992: const     0.003933
vwretd    0.677326
dtype: float64, 19993: const    -0.093038
vwretd    0.895831
dtype: float64, 19994: const    -0.111488
vwretd   -0.219115
dtype: float64, 19995: const    -0.025684
vwretd    0.251554
dtype: float64, 19996: const    -0.009989
vwretd    0.693742
dtype: float64, 19997: const    -0.072265
vwretd    1.357109
dtype: float64, 19998: const    -0.006124
vwretd    0.938221
dtype: float64, 19999: const    -0.039501
vwretd    2.381381
dtype: float64, 20001: const    -0.000427
vwretd    0.911704
dtype: float64, 20002: const    -0.011977
vwretd    1.395029
dtype: float64, 20028: const     0.009551
vwretd    0.829060
dtype: float64, 20029: const    -0.077914
vwretd    0.380027
dtype: float64, 20036: const     0.002104
vwretd    1.327693
dtype: float64, 20037: const     0.010472
vwretd    0.601911
dtype: float64, 20044: const     0.029085
vwretd    2.415793
dtype: float64, 20045: const     0.023244
vwretd    0.530225
dtype: float64, 20052: const     0.002096
vwretd    1.274280
dtype: float64, 20053: const     0.004773
vwretd    0.853277
dtype: float64, 20057: const    -0.003485
vwretd    0.748872
dtype: float64, 20058: const    -0.065252
vwretd    2.022486
dtype: float64, 20059: const    -0.033738
vwretd   -0.353742
dtype: float64, 20060: const     0.001429
vwretd    0.986736
dtype: float64, 20061: const     0.008070
vwretd    0.701218
dtype: float64, 20062: const    -0.029687
vwretd    1.410902
dtype: float64, 20063: const    -0.011679
vwretd    1.076901
dtype: float64, 20064: const    -0.041566
vwretd    0.623527
dtype: float64, 20065: const    -0.004529
vwretd    0.362794
dtype: float64, 20066: const    -0.033623
vwretd    1.261553
dtype: float64, 20067: const    -0.051171
vwretd    1.845974
dtype: float64, 20068: const    -0.001166
vwretd   -0.055735
dtype: float64, 20069: const    -0.002904
vwretd    0.009259
dtype: float64, 20070: const    -0.00243
vwretd   -0.03246
dtype: float64, 20071: const    -0.019241
vwretd    1.202468
dtype: float64, 20072: const    -0.00560
vwretd    2.25364
dtype: float64, 20073: const     0.002609
vwretd    1.013068
dtype: float64, 20074: const    -0.001352
vwretd    0.828592
dtype: float64, 20075: const    -0.051729
vwretd    1.175546
dtype: float64, 20076: const    -0.003829
vwretd    0.583940
dtype: float64, 20077: const    -0.011479
vwretd    1.004868
dtype: float64, 20078: const     0.001295
vwretd   -0.012016
dtype: float64, 20079: const     0.002424
vwretd    1.292440
dtype: float64, 20080: const    -0.020634
vwretd   -1.040957
dtype: float64, 20081: const     0.001351
vwretd   -0.030309
dtype: float64, 20082: const    -0.071648
vwretd    0.506771
dtype: float64, 20083: const     0.001304
vwretd    0.037049
dtype: float64, 20084: const     0.006148
vwretd    1.234732
dtype: float64, 20085: const    -0.000481
vwretd    0.360467
dtype: float64, 20086: const    -0.004407
vwretd    1.051562
dtype: float64, 20087: const    -0.000464
vwretd    1.029834
dtype: float64, 20088: const     0.005503
vwretd    0.668711
dtype: float64, 20089: const    -0.020872
vwretd    0.376204
dtype: float64, 20090: const     0.006054
vwretd    0.836737
dtype: float64, 20091: const    -0.008879
vwretd    0.940186
dtype: float64, 20092: const    -0.007861
vwretd    0.496908
dtype: float64, 20093: const     0.004929
vwretd    0.798839
dtype: float64, 20094: const    -0.084000
vwretd    1.347141
dtype: float64, 20095: const     0.002683
vwretd    0.796484
dtype: float64, 20096: const     0.014471
vwretd    0.322693
dtype: float64, 20097: const    -0.083695
vwretd    0.608847
dtype: float64, 20098: const     0.001176
vwretd    0.021064
dtype: float64, 20099: const    -0.002513
vwretd    0.477685
dtype: float64, 20100: const    -0.005942
vwretd    0.369676
dtype: float64, 20101: const    -0.074337
vwretd    1.862887
dtype: float64, 20102: const     0.005277
vwretd    0.948020
dtype: float64, 20103: const     0.008620
vwretd    0.925959
dtype: float64, 20104: const     0.004631
vwretd    1.061432
dtype: float64, 20105: const    -0.000631
vwretd    0.594062
dtype: float64, 20106: const    -0.013905
vwretd    0.936289
dtype: float64, 20107: const     0.000621
vwretd    0.474552
dtype: float64, 20108: const     0.006019
vwretd    0.938945
dtype: float64, 20109: const     0.019383
vwretd    2.204152
dtype: float64, 20110: const    -0.017909
vwretd    0.937610
dtype: float64, 20111: const     0.015138
vwretd    0.454148
dtype: float64, 20112: const    -0.045177
vwretd   -3.460008
dtype: float64, 20113: const     0.001912
vwretd    0.042644
dtype: float64, 20114: const    -0.009880
vwretd    0.353104
dtype: float64, 20115: const    -0.083710
vwretd    2.022602
dtype: float64, 20116: const    -0.000597
vwretd    1.258162
dtype: float64, 20117: const     0.00384
vwretd    1.07195
dtype: float64, 20118: const     0.002036
vwretd    0.000188
dtype: float64, 20119: const     0.002921
vwretd   -0.049565
dtype: float64, 20120: const    -0.063833
vwretd    0.454601
dtype: float64, 20121: const     0.002873
vwretd   -0.007573
dtype: float64, 20122: const     0.001856
vwretd    0.065826
dtype: float64, 20124: const     0.004466
vwretd    0.891162
dtype: float64, 20125: const     0.002717
vwretd    1.919900
dtype: float64, 20126: const    -0.028425
vwretd    1.828859
dtype: float64, 20127: const    -0.00425
vwretd   -0.02247
dtype: float64, 20128: const    -0.115814
vwretd    1.699967
dtype: float64, 20129: const    -0.010489
vwretd    0.054100
dtype: float64, 20130: const    -0.054028
vwretd    1.294094
dtype: float64, 20131: const    -0.000068
vwretd   -0.015237
dtype: float64, 20132: const     0.004451
vwretd    0.867865
dtype: float64, 20133: const    -0.008839
vwretd    1.450397
dtype: float64, 20134: const    -0.050932
vwretd    1.725128
dtype: float64, 20135: const    -0.097518
vwretd    1.365288
dtype: float64, 20136: const    -0.057223
vwretd    1.440156
dtype: float64, 20137: const    -0.048234
vwretd    1.276388
dtype: float64, 20138: const    -0.028462
vwretd    0.719278
dtype: float64, 20139: const     0.002752
vwretd    1.047380
dtype: float64, 20140: const     0.000120
vwretd    1.240959
dtype: float64, 20141: const    -0.017241
vwretd    2.260295
dtype: float64, 20142: const    -0.018472
vwretd    0.900402
dtype: float64, 20143: const    -0.018226
vwretd   -0.053440
dtype: float64, 20144: const    -0.033071
vwretd    0.262059
dtype: float64, 20145: const    -0.078629
vwretd   -0.085691
dtype: float64, 20146: const     0.007502
vwretd    1.933651
dtype: float64, 20147: const    -0.116440
vwretd    0.711093
dtype: float64, 20148: const     0.001728
vwretd    0.004189
dtype: float64, 20149: const    -0.154788
vwretd   -0.585557
dtype: float64, 20150: const    -0.072043
vwretd    2.507095
dtype: float64, 20151: const     0.005413
vwretd    1.099964
dtype: float64, 20152: const     0.000712
vwretd   -0.013933
dtype: float64, 20153: const    -0.005329
vwretd    1.417521
dtype: float64, 20154: const    -0.055008
vwretd    0.344424
dtype: float64, 20155: const    -0.122271
vwretd    0.859152
dtype: float64, 20156: const     0.001424
vwretd   -0.009239
dtype: float64, 20157: const    -0.069226
vwretd    0.865271
dtype: float64, 20158: const     0.001394
vwretd   -0.006471
dtype: float64, 20159: const    -0.008424
vwretd    1.245520
dtype: float64, 20160: const     0.007779
vwretd    0.987006
dtype: float64, 20161: const     0.049154
vwretd    1.249852
dtype: float64, 20162: const    -0.106885
vwretd    0.931808
dtype: float64, 20163: const    -0.120368
vwretd   -0.745512
dtype: float64, 20164: const    -0.016605
vwretd    0.975206
dtype: float64, 20165: const    -0.010222
vwretd    0.637330
dtype: float64, 20166: const     0.001898
vwretd   -0.011308
dtype: float64, 20167: const    -0.001592
vwretd    1.487989
dtype: float64, 20168: const    -0.000623
vwretd    1.206446
dtype: float64, 20169: const    -0.059793
vwretd   -1.004226
dtype: float64, 20170: const    -0.014338
vwretd    0.268471
dtype: float64, 20171: const    -0.023583
vwretd    2.409730
dtype: float64, 20172: const    -0.056735
vwretd    0.759676
dtype: float64, 20173: const    -0.061394
vwretd    0.273399
dtype: float64, 20174: const     0.004705
vwretd    0.012563
dtype: float64, 20175: const     0.004748
vwretd    0.966475
dtype: float64, 20176: const     0.041638
vwretd    0.639162
dtype: float64, 20178: const    -0.022139
vwretd    0.754884
dtype: float64, 20179: const     0.064690
vwretd    5.783306
dtype: float64, 20180: const    -0.001860
vwretd    0.544978
dtype: float64, 20181: const     0.000597
vwretd    1.192692
dtype: float64, 20182: const    -0.008996
vwretd    0.497613
dtype: float64, 20183: const     0.002384
vwretd    0.915760
dtype: float64, 20186: const    -0.040312
vwretd   -0.091735
dtype: float64, 20187: const    -0.057164
vwretd    1.681084
dtype: float64, 20188: const     0.046389
vwretd    1.492107
dtype: float64, 20189: const    -0.047906
vwretd    1.607146
dtype: float64, 20190: const    -0.016595
vwretd    1.259729
dtype: float64, 20191: const    -0.007013
vwretd    0.855629
dtype: float64, 20192: const     0.041376
vwretd    0.175980
dtype: float64, 20193: const    -0.076749
vwretd    1.191623
dtype: float64, 20194: const    -0.143348
vwretd    2.437288
dtype: float64, 20195: const    -0.004532
vwretd    1.505667
dtype: float64, 20196: const    -0.061277
vwretd    1.227142
dtype: float64, 20197: const    -0.022277
vwretd    4.090153
dtype: float64, 20198: const    -0.006082
vwretd    1.161936
dtype: float64, 20199: const    -0.008016
vwretd    0.844318
dtype: float64, 20200: const    -0.021597
vwretd    0.092728
dtype: float64, 20201: const    -0.020141
vwretd    1.127242
dtype: float64, 20202: const    -0.007762
vwretd    0.565619
dtype: float64, 20203: const    -0.002631
vwretd    0.216053
dtype: float64, 20204: const     0.001004
vwretd    1.301598
dtype: float64, 20205: const    -0.031273
vwretd    0.614572
dtype: float64, 20206: const    -0.015088
vwretd    1.234490
dtype: float64, 20207: const    -0.048934
vwretd    2.008583
dtype: float64, 20208: const    -0.007729
vwretd    0.137536
dtype: float64, 20209: const    -0.010138
vwretd   -0.316822
dtype: float64, 20210: const    -0.009507
vwretd    0.537426
dtype: float64, 20211: const    -0.006688
vwretd    1.326183
dtype: float64, 20212: const    -0.000063
vwretd    1.295171
dtype: float64, 20213: const    -0.024179
vwretd    0.893394
dtype: float64, 20214: const     0.000527
vwretd    1.326382
dtype: float64, 20215: const    -0.007334
vwretd    0.796398
dtype: float64, 20216: const     0.007156
vwretd    0.867461
dtype: float64, 20217: const    -0.002925
vwretd    0.852586
dtype: float64, 20218: const     0.001002
vwretd    0.669294
dtype: float64, 20219: const    -0.000465
vwretd    0.272072
dtype: float64, 20220: const     0.001432
vwretd    1.265562
dtype: float64, 20222: const     0.002456
vwretd    0.658170
dtype: float64, 20223: const    -0.037918
vwretd    0.888319
dtype: float64, 20224: const    -0.012027
vwretd    1.088093
dtype: float64, 20225: const     0.008104
vwretd    0.960558
dtype: float64, 20226: const    -0.003862
vwretd    1.110648
dtype: float64, 20227: const     0.001727
vwretd    1.055227
dtype: float64, 20228: const     0.003197
vwretd    1.037739
dtype: float64, 20229: const    -0.015830
vwretd   -0.430173
dtype: float64, 20230: const     0.012049
vwretd   -0.375092
dtype: float64, 20231: const     0.001495
vwretd    0.512981
dtype: float64, 20232: const    -0.084534
vwretd   -0.207007
dtype: float64, 20233: const     0.005081
vwretd    0.779410
dtype: float64, 20234: const    -0.000458
vwretd    1.158044
dtype: float64, 20235: const     0.003839
vwretd    1.088743
dtype: float64, 20236: const    -0.002209
vwretd    1.191670
dtype: float64, 20237: const    -0.003703
vwretd    1.072694
dtype: float64, 20238: const    -0.071285
vwretd    1.348082
dtype: float64, 20239: const     0.003617
vwretd    0.838727
dtype: float64, 20240: const    -0.018368
vwretd    1.737716
dtype: float64, 20241: const     0.015543
vwretd    0.966187
dtype: float64, 20242: const     0.002954
vwretd    0.475727
dtype: float64, 20243: const     0.002873
vwretd    0.446377
dtype: float64, 20244: const     0.006465
vwretd    0.607372
dtype: float64, 20245: const    -0.000328
vwretd    0.287269
dtype: float64, 20246: const     0.034863
vwretd    1.022656
dtype: float64, 20247: const    -0.004232
vwretd    1.782650
dtype: float64, 20248: const     0.002056
vwretd    1.129393
dtype: float64, 20249: const    -0.076189
vwretd    1.536991
dtype: float64, 20250: const    -0.062149
vwretd    1.213433
dtype: float64, 20251: const    -0.042157
vwretd    0.843396
dtype: float64, 20252: const    -0.019976
vwretd    1.282534
dtype: float64, 20253: const    -0.128295
vwretd    0.856314
dtype: float64, 20254: const     0.001085
vwretd    1.021248
dtype: float64, 20255: const    -0.008270
vwretd    1.579764
dtype: float64, 20256: const     0.010745
vwretd    0.750282
dtype: float64, 20257: const    -0.003471
vwretd    0.617078
dtype: float64, 20258: const     0.003228
vwretd    1.006740
dtype: float64, 20259: const    -0.000207
vwretd    0.906267
dtype: float64, 20260: const    -0.004874
vwretd    0.851938
dtype: float64, 20261: const    -0.007039
vwretd    0.248033
dtype: float64, 20262: const     0.000723
vwretd    0.875071
dtype: float64, 20263: const     0.002843
vwretd    1.157429
dtype: float64, 20264: const     0.009678
vwretd    0.430457
dtype: float64, 20265: const    -0.006623
vwretd    0.337980
dtype: float64, 20266: const    -0.006278
vwretd    0.331612
dtype: float64, 20267: const     0.008914
vwretd    0.340831
dtype: float64, 20269: const     0.006731
vwretd    1.415793
dtype: float64, 20270: const     0.000097
vwretd   -0.014707
dtype: float64, 20271: const     0.012367
vwretd    0.992922
dtype: float64, 20272: const     0.020671
vwretd    1.194990
dtype: float64, 20273: const    -0.067155
vwretd    3.409251
dtype: float64, 20274: const     0.002114
vwretd   -0.004279
dtype: float64, 20275: const     0.000758
vwretd    0.010831
dtype: float64, 20276: const    -0.021399
vwretd    0.299543
dtype: float64, 20277: const    -0.023501
vwretd    0.172799
dtype: float64, 20278: const     0.002460
vwretd    0.010795
dtype: float64, 20279: const     0.003412
vwretd    2.213166
dtype: float64, 20280: const    -0.009898
vwretd    0.985459
dtype: float64, 20281: const    -0.074694
vwretd   -1.103802
dtype: float64, 20282: const     0.002053
vwretd   -0.011460
dtype: float64, 20283: const    -0.001164
vwretd   -0.012606
dtype: float64, 20284: const     0.002585
vwretd    0.003028
dtype: float64, 20285: const    -0.090733
vwretd    0.109246
dtype: float64, 20286: const     0.000650
vwretd    0.008458
dtype: float64, 20287: const    -0.073992
vwretd    1.543507
dtype: float64, 20288: const    -0.100006
vwretd   -0.070098
dtype: float64, 20289: const    -0.015148
vwretd    1.424774
dtype: float64, 20290: const    -0.042993
vwretd    2.378019
dtype: float64, 20291: const     0.000469
vwretd   -0.057394
dtype: float64, 20292: const     0.076225
vwretd    3.463273
dtype: float64, 20293: const    -0.001679
vwretd    0.806341
dtype: float64, 20294: const    -0.107887
vwretd    1.656640
dtype: float64, 20295: const    -0.114118
vwretd    1.375587
dtype: float64, 20296: const    -0.003512
vwretd    0.426853
dtype: float64, 20297: const    -0.070832
vwretd    0.927446
dtype: float64, 20298: const     0.003618
vwretd    1.526530
dtype: float64, 20299: const     0.010177
vwretd    0.476455
dtype: float64, 20300: const    -0.006957
vwretd    1.367474
dtype: float64, 20301: const     0.013641
vwretd    1.223186
dtype: float64, 20302: const     0.001717
vwretd    0.002094
dtype: float64, 20303: const     0.000862
vwretd    0.001290
dtype: float64, 20304: const    -0.017006
vwretd    0.986436
dtype: float64, 20305: const    -0.061523
vwretd    0.441660
dtype: float64, 20306: const    -0.030609
vwretd    0.555598
dtype: float64, 20307: const    -0.000754
vwretd    0.798280
dtype: float64, 20308: const    -0.035259
vwretd   -0.324594
dtype: float64, 20309: const    -0.050404
vwretd   -0.031346
dtype: float64, 20310: const    -0.131983
vwretd    1.110870
dtype: float64, 20311: const    -0.096886
vwretd    0.663145
dtype: float64, 20312: const    -0.060942
vwretd    0.487118
dtype: float64, 20313: const     0.001865
vwretd   -0.032989
dtype: float64, 20314: const     0.012508
vwretd    0.295689
dtype: float64, 20315: const    -0.040697
vwretd    0.797532
dtype: float64, 20316: const    -0.011570
vwretd    1.054132
dtype: float64, 20317: const    -0.015746
vwretd    0.741080
dtype: float64, 20318: const    -0.040309
vwretd    0.369735
dtype: float64, 20319: const     0.015393
vwretd    1.056123
dtype: float64, 20320: const    -0.009971
vwretd    1.468400
dtype: float64, 20321: const    -0.168064
vwretd    0.805618
dtype: float64, 20322: const     0.025950
vwretd   -3.419211
dtype: float64, 20323: const    -0.153690
vwretd    0.374007
dtype: float64, 20324: const     0.000491
vwretd   -0.002795
dtype: float64, 20325: const     0.015349
vwretd    1.194793
dtype: float64, 20326: const     0.002073
vwretd    0.021714
dtype: float64, 20327: const    -0.006953
vwretd    1.942014
dtype: float64, 20328: const    -0.003238
vwretd    0.591039
dtype: float64, 20329: const     0.000573
vwretd   -0.022332
dtype: float64, 20330: const    -0.114492
vwretd    1.701885
dtype: float64, 20331: const    -0.043124
vwretd    1.798192
dtype: float64, 20332: const    -0.078925
vwretd    1.511774
dtype: float64, 20333: const    -0.148796
vwretd    1.323429
dtype: float64, 20334: const    -0.106240
vwretd    1.567956
dtype: float64, 20335: const    -0.012975
vwretd    2.055132
dtype: float64, 20336: const     0.001000
vwretd    0.831848
dtype: float64, 20337: const    -0.016498
vwretd    0.045950
dtype: float64, 20338: const    -0.026189
vwretd    1.636500
dtype: float64, 20339: const    -0.024869
vwretd    3.407747
dtype: float64, 20340: const    -0.034671
vwretd   -0.122047
dtype: float64, 20341: const    -0.031315
vwretd    0.902678
dtype: float64, 20342: const     0.001177
vwretd    0.830902
dtype: float64, 20343: const     0.003474
vwretd    1.228511
dtype: float64, 20344: const    -0.036778
vwretd    1.138194
dtype: float64, 20345: const    -0.056004
vwretd    1.471066
dtype: float64, 20346: const    -0.095012
vwretd    1.220494
dtype: float64, 20347: const     0.038065
vwretd    2.599616
dtype: float64, 20348: const     0.001348
vwretd    0.691702
dtype: float64, 20349: const     0.003080
vwretd    0.331834
dtype: float64, 20350: const    -0.006939
vwretd    0.725652
dtype: float64, 20351: const     0.000454
vwretd    1.776860
dtype: float64, 20352: const     0.004085
vwretd    0.892319
dtype: float64, 20353: const    -0.014071
vwretd    0.487755
dtype: float64, 20354: const    -0.121226
vwretd    0.876861
dtype: float64, 20355: const     0.001748
vwretd   -0.033428
dtype: float64, 20356: const     0.001303
vwretd    0.157759
dtype: float64, 20357: const    -0.004412
vwretd    2.080752
dtype: float64, 20358: const    -0.103965
vwretd    0.538338
dtype: float64, 20359: const    -0.062866
vwretd    1.923744
dtype: float64, 20360: const     0.036761
vwretd   -2.169579
dtype: float64, 20361: const    -0.002066
vwretd    0.096150
dtype: float64, 20362: const     0.004156
vwretd    0.540169
dtype: float64, 20363: const     0.000154
vwretd    0.320233
dtype: float64, 20364: const    -0.000375
vwretd    0.357469
dtype: float64, 20365: const    -0.115905
vwretd    1.492983
dtype: float64, 20366: const    -0.025641
vwretd    0.951478
dtype: float64, 20367: const     0.004704
vwretd    0.763420
dtype: float64, 20368: const     0.003838
vwretd    0.734315
dtype: float64, 20369: const     0.000523
vwretd    0.706837
dtype: float64, 20370: const    -0.001915
vwretd    0.969968
dtype: float64, 20371: const    -0.001847
vwretd    0.965748
dtype: float64, 20372: const    -0.027525
vwretd    0.488807
dtype: float64, 20373: const    -0.107345
vwretd    1.659145
dtype: float64, 20374: const    -0.03252
vwretd    1.04501
dtype: float64, 20375: const     0.011781
vwretd    0.755134
dtype: float64, 20376: const    -0.004209
vwretd    0.246321
dtype: float64, 20377: const    -0.000288
vwretd    0.720161
dtype: float64, 20378: const    -0.005071
vwretd    1.613124
dtype: float64, 20379: const     0.012805
vwretd    0.966671
dtype: float64, 20380: const     0.003960
vwretd    0.827552
dtype: float64, 20381: const     0.000308
vwretd    2.626896
dtype: float64, 20382: const    -0.053747
vwretd    0.817967
dtype: float64, 20383: const    -0.024459
vwretd    1.073659
dtype: float64, 20384: const     0.001469
vwretd    0.000093
dtype: float64, 20385: const    -0.008868
vwretd    0.881611
dtype: float64, 20386: const     0.002654
vwretd    1.216299
dtype: float64, 20388: const     0.001258
vwretd   -0.042394
dtype: float64, 20389: const     0.000800
vwretd    1.047996
dtype: float64, 20390: const    -0.028421
vwretd    3.438178
dtype: float64, 20391: const     0.046031
vwretd    1.453245
dtype: float64, 20392: const    -0.016425
vwretd    0.894712
dtype: float64, 20393: const     0.000703
vwretd    0.037905
dtype: float64, 20394: const     0.001426
vwretd    1.275340
dtype: float64, 20395: const     0.011313
vwretd    0.539138
dtype: float64, 20396: const     0.003337
vwretd    0.022455
dtype: float64, 20397: const    -0.099863
vwretd   -0.416141
dtype: float64, 20398: const     0.002170
vwretd    0.153719
dtype: float64, 20399: const    -0.053988
vwretd    2.004607
dtype: float64, 20400: const     0.001933
vwretd   -0.011348
dtype: float64, 20401: const     0.003314
vwretd    0.061120
dtype: float64, 20402: const     0.009192
vwretd    3.651704
dtype: float64, 20403: const    -0.033449
vwretd   -0.210302
dtype: float64, 20404: const    -0.140195
vwretd    0.445565
dtype: float64, 20406: const    -0.037038
vwretd   -0.026699
dtype: float64, 20407: const     0.002541
vwretd    1.228527
dtype: float64, 20408: const    -0.054873
vwretd    2.162626
dtype: float64, 20409: const     0.001498
vwretd   -0.026388
dtype: float64, 20410: const     0.017667
vwretd    1.854043
dtype: float64, 20411: const    -0.011485
vwretd    1.292303
dtype: float64, 20412: const    -0.262231
vwretd    0.851923
dtype: float64, 20413: const     0.000591
vwretd   -0.010310
dtype: float64, 20414: const     0.000563
vwretd   -0.014766
dtype: float64, 20415: const     0.004300
vwretd    1.087834
dtype: float64, 20416: const    -0.178367
vwretd    2.281513
dtype: float64, 20417: const     0.003511
vwretd    0.073492
dtype: float64, 20418: const    -0.003816
vwretd    0.001666
dtype: float64, 20419: const    -0.089345
vwretd    2.768083
dtype: float64, 20420: const    -0.033872
vwretd    0.206048
dtype: float64, 20421: const    -0.120626
vwretd    2.067613
dtype: float64, 20422: const    -0.123586
vwretd    1.543897
dtype: float64, 20423: const     0.002866
vwretd    1.236418
dtype: float64, 20424: const    -0.015027
vwretd    0.289908
dtype: float64, 20425: const    -0.052260
vwretd    0.738385
dtype: float64, 20426: const     0.001568
vwretd    0.184311
dtype: float64, 20427: const     0.003558
vwretd    0.081182
dtype: float64, 20428: const    -0.066307
vwretd   -1.899439
dtype: float64, 20429: const     0.00195
vwretd    0.00696
dtype: float64, 20430: const    -0.113323
vwretd    0.293605
dtype: float64, 20431: const     0.004824
vwretd    0.727029
dtype: float64, 20432: const     0.009333
vwretd    0.801507
dtype: float64, 20433: const     0.002240
vwretd    0.002364
dtype: float64, 20434: const     0.001992
vwretd   -0.011532
dtype: float64, 20435: const    -0.041208
vwretd    1.292164
dtype: float64, 20436: const     0.171596
vwretd    3.709409
dtype: float64, 20437: const    -0.039235
vwretd   -0.180718
dtype: float64, 20438: const     0.043014
vwretd    0.046206
dtype: float64, 20439: const    -0.142364
vwretd   -0.831099
dtype: float64, 20440: const    -0.005020
vwretd   -0.099851
dtype: float64, 20441: const    -0.034709
vwretd    1.652373
dtype: float64, 20442: const    -0.000393
vwretd   -0.856095
dtype: float64, 20443: const     0.001845
vwretd   -0.006679
dtype: float64, 20444: const     0.001512
vwretd   -0.002996
dtype: float64, 20445: const     0.006762
vwretd    0.803195
dtype: float64, 20446: const     0.002257
vwretd    0.027952
dtype: float64, 20447: const    -0.040828
vwretd    0.571763
dtype: float64, 20448: const    -0.065051
vwretd    0.349232
dtype: float64, 20449: const    -0.087089
vwretd    0.176502
dtype: float64, 20451: const    -0.002965
vwretd    1.383054
dtype: float64, 20452: const     0.043222
vwretd    1.818980
dtype: float64, 20453: const    -0.058905
vwretd    1.968160
dtype: float64, 20454: const     0.002442
vwretd    0.035220
dtype: float64, 20455: const    -0.120276
vwretd    0.569633
dtype: float64, 20456: const     0.002901
vwretd    0.488062
dtype: float64, 20457: const    -0.014817
vwretd    1.830956
dtype: float64, 20458: const    -0.006004
vwretd    1.049860
dtype: float64, 20459: const     0.008495
vwretd    0.817067
dtype: float64, 20461: const    -0.011110
vwretd    0.022844
dtype: float64, 20462: const    -0.193626
vwretd    1.978656
dtype: float64, 20463: const    -0.019669
vwretd    0.891215
dtype: float64, 20464: const    -0.004397
vwretd    0.416894
dtype: float64, 20465: const    -0.052746
vwretd    0.185803
dtype: float64, 20466: const     0.000599
vwretd    1.624717
dtype: float64, 20467: const    -0.011617
vwretd    1.053574
dtype: float64, 20468: const    -0.085100
vwretd    0.396165
dtype: float64, 20469: const    -0.066079
vwretd    0.401241
dtype: float64, 20470: const     0.033344
vwretd    0.730434
dtype: float64, 20471: const    -0.020852
vwretd    2.034164
dtype: float64, 20474: const     0.000410
vwretd    1.407529
dtype: float64, 20475: const    -0.129043
vwretd    0.165134
dtype: float64, 20482: const     0.006490
vwretd    0.724587
dtype: float64, 20483: const    -0.007261
vwretd    0.279624
dtype: float64, 20490: const    -0.002053
vwretd    0.913622
dtype: float64, 20491: const     0.037965
vwretd    0.741808
dtype: float64, 20503: const    -0.002762
vwretd    1.440399
dtype: float64, 20504: const     0.004192
vwretd    1.284246
dtype: float64, 20511: const     0.004578
vwretd    1.068968
dtype: float64, 20512: const     0.010806
vwretd    0.987464
dtype: float64, 20519: const    -0.004514
vwretd    0.743694
dtype: float64, 20520: const    -0.003819
vwretd    0.637920
dtype: float64, 20521: const    -0.003788
vwretd    0.340388
dtype: float64, 20522: const    -0.005499
vwretd    0.596237
dtype: float64, 20523: const     0.001654
vwretd    0.038645
dtype: float64, 20524: const    -0.072760
vwretd    0.851067
dtype: float64, 20525: const     0.002594
vwretd   -0.008855
dtype: float64, 20526: const     0.004144
vwretd    1.026594
dtype: float64, 20527: const     0.007010
vwretd    1.081761
dtype: float64, 20528: const    -0.004350
vwretd    0.858453
dtype: float64, 20529: const     0.003148
vwretd    1.069382
dtype: float64, 20530: const    -0.000249
vwretd    1.014048
dtype: float64, 20531: const    -0.002508
vwretd    1.157561
dtype: float64, 20532: const    -0.018712
vwretd    1.188268
dtype: float64, 20533: const    -0.006651
vwretd    0.521947
dtype: float64, 20534: const     0.002440
vwretd    0.027515
dtype: float64, 20535: const     0.002545
vwretd    0.972250
dtype: float64, 20536: const    -0.021578
vwretd    1.243771
dtype: float64, 20537: const     0.001862
vwretd    0.011722
dtype: float64, 20538: const    -0.002294
vwretd    1.498394
dtype: float64, 20539: const     0.008840
vwretd    0.573288
dtype: float64, 20540: const     0.006551
vwretd    0.886057
dtype: float64, 20541: const    -0.00286
vwretd    0.81543
dtype: float64, 20542: const     0.002834
vwretd   -0.021839
dtype: float64, 20543: const    -0.051151
vwretd    0.990960
dtype: float64, 20544: const     0.004025
vwretd    0.743617
dtype: float64, 20545: const    -0.050283
vwretd    2.377466
dtype: float64, 20546: const     0.002446
vwretd    1.398662
dtype: float64, 20547: const     0.009755
vwretd    0.713291
dtype: float64, 20548: const     0.000779
vwretd    0.014030
dtype: float64, 20549: const     0.002415
vwretd   -0.006183
dtype: float64, 20550: const    -0.016031
vwretd    0.564730
dtype: float64, 20551: const    -0.003868
vwretd    0.199303
dtype: float64, 20552: const    -0.042161
vwretd    1.615188
dtype: float64, 20553: const    -0.023077
vwretd    0.517805
dtype: float64, 20554: const     0.000811
vwretd    1.339098
dtype: float64, 20555: const     0.063518
vwretd   -0.671723
dtype: float64, 20556: const    -0.003553
vwretd    0.013954
dtype: float64, 20557: const     0.004341
vwretd    0.001425
dtype: float64, 20558: const     0.012157
vwretd    0.883120
dtype: float64, 20559: const    -0.007227
vwretd    0.154683
dtype: float64, 20560: const     0.00329
vwretd    0.68925
dtype: float64, 20561: const     0.040992
vwretd    2.516393
dtype: float64, 20562: const     0.003358
vwretd    1.145534
dtype: float64, 20563: const     0.002616
vwretd    0.001142
dtype: float64, 20564: const    -0.135871
vwretd   -0.563808
dtype: float64, 20565: const     0.002635
vwretd    0.019331
dtype: float64, 20566: const    -0.005510
vwretd    1.764159
dtype: float64, 20567: const    -0.114653
vwretd    0.595706
dtype: float64, 20568: const     0.017909
vwretd    0.052227
dtype: float64, 20569: const     0.001104
vwretd   -0.010923
dtype: float64, 20570: const    -0.000152
vwretd    1.497747
dtype: float64, 20571: const     0.005163
vwretd    0.649154
dtype: float64, 20572: const    -0.042232
vwretd    0.591438
dtype: float64, 20573: const    -0.110967
vwretd    0.817980
dtype: float64, 20574: const    -0.029668
vwretd    3.257818
dtype: float64, 20575: const     0.004483
vwretd    0.953693
dtype: float64, 20576: const    -0.123501
vwretd    1.076079
dtype: float64, 20577: const    -0.181689
vwretd    1.068030
dtype: float64, 20578: const    -0.121884
vwretd    0.855336
dtype: float64, 20579: const    -0.148513
vwretd    0.911334
dtype: float64, 20580: const    -0.033226
vwretd    1.523273
dtype: float64, 20581: const    -0.044436
vwretd    0.696954
dtype: float64, 20582: const     0.003286
vwretd   -0.006246
dtype: float64, 20583: const     0.054992
vwretd    1.013307
dtype: float64, 20584: const    -0.047855
vwretd    0.777625
dtype: float64, 20585: const     0.001565
vwretd    0.035029
dtype: float64, 20586: const     0.003214
vwretd   -0.006298
dtype: float64, 20587: const    -0.12801
vwretd   -0.00688
dtype: float64, 20588: const    -0.047951
vwretd   -0.062759
dtype: float64, 20589: const     0.002332
vwretd    1.264428
dtype: float64, 20590: const    -0.032487
vwretd    1.693089
dtype: float64, 20591: const    -0.001266
vwretd    0.019848
dtype: float64, 20592: const     0.001911
vwretd    0.022813
dtype: float64, 20593: const    -0.040736
vwretd    0.783973
dtype: float64, 20594: const     0.002442
vwretd    0.000368
dtype: float64, 20595: const     0.001788
vwretd    0.079164
dtype: float64, 20596: const    -0.048348
vwretd   -0.146842
dtype: float64, 20597: const     0.003856
vwretd    0.720958
dtype: float64, 20598: const     0.012946
vwretd    0.532602
dtype: float64, 20599: const    -0.060851
vwretd    1.733142
dtype: float64, 20600: const    -0.134516
vwretd    0.896025
dtype: float64, 20601: const    -0.054378
vwretd    1.625722
dtype: float64, 20602: const     0.002803
vwretd   -0.013637
dtype: float64, 20603: const     0.002344
vwretd   -0.004300
dtype: float64, 20604: const     0.057342
vwretd    1.023927
dtype: float64, 20605: const     0.002621
vwretd    0.031751
dtype: float64, 20606: const    -0.02254
vwretd    0.25506
dtype: float64, 20607: const     0.001532
vwretd    0.034416
dtype: float64, 20608: const    -0.134205
vwretd   -1.538104
dtype: float64, 20609: const     0.345845
vwretd    1.079578
dtype: float64, 20610: const    -0.154666
vwretd    2.289029
dtype: float64, 20611: const    -0.191226
vwretd    2.667536
dtype: float64, 20612: const     0.001211
vwretd   -0.007236
dtype: float64, 20613: const    -0.155486
vwretd    1.936511
dtype: float64, 20614: const    -0.080237
vwretd   -0.111138
dtype: float64, 20615: const     0.129512
vwretd   -4.711740
dtype: float64, 20616: const     0.002075
vwretd   -0.072244
dtype: float64, 20617: const    -0.020134
vwretd    0.321165
dtype: float64, 20618: const     0.001652
vwretd    1.293274
dtype: float64, 20620: const    -0.033815
vwretd    1.640787
dtype: float64, 20621: const    -0.126624
vwretd    1.174507
dtype: float64, 20622: const     0.002064
vwretd    1.000545
dtype: float64, 20623: const    -0.000880
vwretd    0.860373
dtype: float64, 20624: const     0.002281
vwretd    0.007823
dtype: float64, 20626: const     0.001002
vwretd    1.116912
dtype: float64, 20627: const     0.015985
vwretd    0.256059
dtype: float64, 20628: const     0.036004
vwretd   -0.271883
dtype: float64, 20629: const     0.000685
vwretd    0.027578
dtype: float64, 20630: const    -0.104970
vwretd   -0.290143
dtype: float64, 20631: const    -0.148927
vwretd    1.212564
dtype: float64, 20632: const     0.026901
vwretd   -1.033310
dtype: float64, 20633: const    -0.150120
vwretd    0.752312
dtype: float64, 20634: const     0.002081
vwretd    2.018520
dtype: float64, 20635: const     0.077477
vwretd   -0.071402
dtype: float64, 20636: const     0.076489
vwretd    0.091200
dtype: float64, 20637: const    -0.035941
vwretd    3.394061
dtype: float64, 20638: const     0.002443
vwretd    0.011229
dtype: float64, 20639: const    -0.171150
vwretd    0.023902
dtype: float64, 20640: const    -0.128239
vwretd   -1.253203
dtype: float64, 20641: const    -0.027962
vwretd   -0.146945
dtype: float64, 20642: const     0.007404
vwretd    0.781827
dtype: float64, 20643: const    -0.071569
vwretd    1.162845
dtype: float64, 20644: const    -0.152549
vwretd    0.238962
dtype: float64, 20645: const    -0.033118
vwretd    1.060235
dtype: float64, 20646: const    -0.085291
vwretd    1.129478
dtype: float64, 20647: const     0.027423
vwretd   -0.334212
dtype: float64, 20648: const    -0.023900
vwretd    1.497468
dtype: float64, 20649: const    -0.047236
vwretd    0.526962
dtype: float64, 20650: const    -0.006732
vwretd    1.283232
dtype: float64, 20651: const    -0.021087
vwretd    1.137139
dtype: float64, 20652: const    -0.02575
vwretd    1.54168
dtype: float64, 20653: const    -0.088721
vwretd    0.658736
dtype: float64, 20654: const    -0.015057
vwretd    0.040864
dtype: float64, 20655: const    -0.158346
vwretd    1.027863
dtype: float64, 20656: const    -0.048426
vwretd    1.266421
dtype: float64, 20657: const    -0.02181
vwretd    1.65319
dtype: float64, 20658: const    -0.057260
vwretd   -0.342868
dtype: float64, 20659: const    -0.030846
vwretd    2.035353
dtype: float64, 20660: const     0.009887
vwretd    0.253622
dtype: float64, 20661: const     0.019489
vwretd    2.158001
dtype: float64, 20662: const     0.014755
vwretd    2.010133
dtype: float64, 20663: const    -0.154071
vwretd    0.355774
dtype: float64, 20664: const    -0.018537
vwretd    1.131237
dtype: float64, 20665: const     0.002632
vwretd    0.011327
dtype: float64, 20666: const     0.002591
vwretd    0.011075
dtype: float64, 20667: const    -0.032145
vwretd    0.859399
dtype: float64, 20668: const     0.001128
vwretd    0.266166
dtype: float64, 20669: const     0.003936
vwretd    1.205308
dtype: float64, 20670: const     0.005224
vwretd    1.879237
dtype: float64, 20671: const     0.002541
vwretd    0.038384
dtype: float64, 20672: const    -0.007341
vwretd    0.402817
dtype: float64, 20673: const    -0.003676
vwretd    0.168521
dtype: float64, 20674: const    -0.044953
vwretd    0.970311
dtype: float64, 20675: const     0.002225
vwretd    0.012033
dtype: float64, 20676: const     0.001990
vwretd    0.024279
dtype: float64, 20677: const     0.004311
vwretd    1.188010
dtype: float64, 20678: const     0.009755
vwretd    1.220953
dtype: float64, 20679: const     0.002301
vwretd    0.009844
dtype: float64, 20680: const    -0.000216
vwretd    0.812730
dtype: float64, 20681: const    -0.044731
vwretd    1.452676
dtype: float64, 20682: const    -0.008507
vwretd    1.749278
dtype: float64, 20683: const     0.002119
vwretd    0.038060
dtype: float64, 20684: const    -0.007831
vwretd    1.442770
dtype: float64, 20685: const     0.005875
vwretd    1.208340
dtype: float64, 20686: const     0.001894
vwretd    0.011846
dtype: float64, 20687: const    -0.022694
vwretd    1.857521
dtype: float64, 20688: const     0.002098
vwretd    0.018285
dtype: float64, 20689: const    -0.007591
vwretd    0.231898
dtype: float64, 20690: const    -0.007166
vwretd    0.240861
dtype: float64, 20691: const    -0.128641
vwretd   -0.221388
dtype: float64, 20692: const     0.002037
vwretd    0.131613
dtype: float64, 20693: const    -0.002042
vwretd    0.916757
dtype: float64, 20694: const     0.008400
vwretd    0.596321
dtype: float64, 20695: const     0.010466
vwretd    0.878944
dtype: float64, 20696: const     0.000363
vwretd    0.632772
dtype: float64, 20697: const    -0.002557
vwretd    0.766991
dtype: float64, 20698: const     0.004679
vwretd    0.639383
dtype: float64, 20699: const     0.001215
vwretd    0.386490
dtype: float64, 20700: const    -0.035024
vwretd    1.150890
dtype: float64, 20701: const     0.007499
vwretd    0.775787
dtype: float64, 20702: const    -0.002524
vwretd    0.516425
dtype: float64, 20703: const     0.001494
vwretd    0.937632
dtype: float64, 20704: const    -0.013132
vwretd    0.564485
dtype: float64, 20705: const    -0.003308
vwretd    0.118711
dtype: float64, 20706: const     0.005495
vwretd    0.796957
dtype: float64, 20707: const     0.014700
vwretd    0.081525
dtype: float64, 20708: const    -0.008275
vwretd    0.378268
dtype: float64, 20709: const     0.002060
vwretd    0.954593
dtype: float64, 20710: const    -0.025983
vwretd    0.537007
dtype: float64, 20711: const     0.002303
vwretd    0.692353
dtype: float64, 20712: const     0.001091
vwretd    0.018285
dtype: float64, 20713: const     0.001945
vwretd    0.028707
dtype: float64, 20714: const     0.000884
vwretd    1.047391
dtype: float64, 20715: const     0.004303
vwretd    0.031107
dtype: float64, 20716: const     0.002520
vwretd    0.032054
dtype: float64, 20717: const    -0.165399
vwretd    1.424027
dtype: float64, 20718: const     0.001106
vwretd    0.533212
dtype: float64, 20719: const    -0.002501
vwretd    1.006737
dtype: float64, 20720: const    -0.007141
vwretd    0.258474
dtype: float64, 20721: const    -0.042726
vwretd   -0.470624
dtype: float64, 20722: const     0.004150
vwretd    1.036843
dtype: float64, 20723: const    -0.005055
vwretd    1.741891
dtype: float64, 20724: const     0.001418
vwretd    0.009037
dtype: float64, 20725: const     0.006959
vwretd    0.875935
dtype: float64, 20726: const    -0.106023
vwretd    2.355804
dtype: float64, 20727: const    -0.057474
vwretd    0.061046
dtype: float64, 20728: const     0.020645
vwretd    0.916783
dtype: float64, 20729: const     0.007716
vwretd    0.983372
dtype: float64, 20730: const     0.003926
vwretd    1.015650
dtype: float64, 20731: const     0.002285
vwretd    0.009022
dtype: float64, 20732: const    -0.005157
vwretd    0.320619
dtype: float64, 20733: const    -0.069586
vwretd   -0.492663
dtype: float64, 20734: const     0.022269
vwretd    0.900534
dtype: float64, 20735: const    -0.030902
vwretd    1.398802
dtype: float64, 20737: const    -0.110070
vwretd   -0.402555
dtype: float64, 20738: const     0.002329
vwretd    0.012583
dtype: float64, 20739: const    -0.089017
vwretd    1.365555
dtype: float64, 20740: const     0.002246
vwretd   -0.006487
dtype: float64, 20741: const     0.002596
vwretd    0.048992
dtype: float64, 20742: const     0.002451
vwretd    0.002652
dtype: float64, 20743: const     0.002415
vwretd    0.007836
dtype: float64, 20744: const     0.002388
vwretd    0.020944
dtype: float64, 20745: const     0.009161
vwretd    1.088798
dtype: float64, 20746: const     0.002284
vwretd    0.016980
dtype: float64, 20747: const     0.002644
vwretd    0.001054
dtype: float64, 20748: const     0.001761
vwretd    0.020164
dtype: float64, 20749: const     0.003804
vwretd    1.074136
dtype: float64, 20750: const     0.008930
vwretd    0.335522
dtype: float64, 20751: const    -0.006102
vwretd    2.770897
dtype: float64, 20752: const     0.002407
vwretd    0.010655
dtype: float64, 20753: const     0.002253
vwretd   -0.014483
dtype: float64, 20754: const    -0.090065
vwretd    1.614035
dtype: float64, 20755: const     0.002865
vwretd    0.022168
dtype: float64, 20756: const     0.002028
vwretd    0.008587
dtype: float64, 20757: const     0.001663
vwretd    0.789097
dtype: float64, 20758: const     0.006346
vwretd    1.123080
dtype: float64, 20760: const     0.001977
vwretd   -0.002347
dtype: float64, 20761: const    -0.107589
vwretd    0.915612
dtype: float64, 20762: const     0.003224
vwretd    0.055995
dtype: float64, 20763: const     0.002804
vwretd    0.004597
dtype: float64, 20764: const     0.002849
vwretd    1.224763
dtype: float64, 20765: const     0.003111
vwretd    1.258089
dtype: float64, 20766: const     0.020716
vwretd    2.590404
dtype: float64, 20767: const     0.000547
vwretd    0.023133
dtype: float64, 20768: const     0.001850
vwretd   -0.147358
dtype: float64, 20769: const     0.002338
vwretd    0.011542
dtype: float64, 20772: const    -0.006456
vwretd   -0.008538
dtype: float64, 20773: const    -0.000536
vwretd    1.827466
dtype: float64, 20774: const    -0.022992
vwretd    1.744000
dtype: float64, 20775: const     0.002324
vwretd    0.047221
dtype: float64, 20776: const    -0.137508
vwretd   -1.119196
dtype: float64, 20777: const     0.002283
vwretd    0.010400
dtype: float64, 20778: const     0.003534
vwretd   -0.004370
dtype: float64, 20779: const     0.000667
vwretd    0.030671
dtype: float64, 20780: const     0.002375
vwretd    0.018720
dtype: float64, 20781: const    -0.004795
vwretd    1.614260
dtype: float64, 20782: const     0.000995
vwretd    0.860649
dtype: float64, 20783: const     0.002487
vwretd    0.016926
dtype: float64, 20784: const    -0.058774
vwretd    1.603395
dtype: float64, 20785: const     0.002302
vwretd    0.023961
dtype: float64, 20786: const    -0.000949
vwretd    1.972824
dtype: float64, 20787: const    -0.112746
vwretd    1.544493
dtype: float64, 20788: const    -0.076245
vwretd    1.430638
dtype: float64, 20789: const     0.001841
vwretd    0.033364
dtype: float64, 20791: const    -0.031223
vwretd    0.051207
dtype: float64, 20792: const     0.002588
vwretd    0.013282
dtype: float64, 20793: const    -0.167121
vwretd   -0.393767
dtype: float64, 20794: const    -0.051059
vwretd    0.806601
dtype: float64, 20795: const     0.001853
vwretd    0.009595
dtype: float64, 20796: const    -0.045366
vwretd    0.265736
dtype: float64, 20797: const    -0.015551
vwretd    3.000147
dtype: float64, 20798: const    -0.089638
vwretd   -0.314683
dtype: float64, 20799: const     0.001936
vwretd    0.022285
dtype: float64, 20800: const    -0.007856
vwretd   -0.078228
dtype: float64, 20801: const    -0.069207
vwretd    2.300401
dtype: float64, 20802: const     0.003929
vwretd    0.899701
dtype: float64, 20803: const     0.018288
vwretd    0.323806
dtype: float64, 20804: const     0.002196
vwretd    0.005486
dtype: float64, 20805: const     0.002841
vwretd    0.009675
dtype: float64, 20806: const     0.001858
vwretd    0.017013
dtype: float64, 20807: const     0.020980
vwretd   -0.297174
dtype: float64, 20808: const     0.001442
vwretd    0.061131
dtype: float64, 20809: const     0.002393
vwretd    0.028570
dtype: float64, 20810: const    -0.002078
vwretd    1.037001
dtype: float64, 20811: const     0.011833
vwretd    1.334355
dtype: float64, 20812: const     0.002289
vwretd    0.027092
dtype: float64, 20813: const    -0.001136
vwretd    0.203670
dtype: float64, 20814: const    -0.025428
vwretd    2.003989
dtype: float64, 20815: const    -0.039259
vwretd   -0.256351
dtype: float64, 20816: const    -0.075080
vwretd    0.256485
dtype: float64, 20817: const    -0.160241
vwretd    0.655092
dtype: float64, 20818: const     0.00256
vwretd    0.00429
dtype: float64, 20819: const     0.001471
vwretd   -0.008409
dtype: float64, 20820: const     0.026119
vwretd    0.060494
dtype: float64, 20821: const     0.002321
vwretd    0.003787
dtype: float64, 20822: const     0.002574
vwretd    0.002205
dtype: float64, 20823: const    -0.065652
vwretd    0.649086
dtype: float64, 20824: const     0.002971
vwretd    0.034249
dtype: float64, 20825: const     0.002755
vwretd   -0.610866
dtype: float64, 20826: const     0.002187
vwretd    0.014073
dtype: float64, 20827: const     0.002571
vwretd    0.019139
dtype: float64, 20829: const     0.005277
vwretd    1.092426
dtype: float64, 20830: const     0.021072
vwretd    0.865020
dtype: float64, 20831: const     0.001028
vwretd    0.035274
dtype: float64, 20832: const    -0.085919
vwretd    0.154331
dtype: float64, 20833: const     0.001398
vwretd    0.043984
dtype: float64, 20834: const    -0.028820
vwretd    1.506841
dtype: float64, 20835: const    -0.036733
vwretd    2.751948
dtype: float64, 20837: const    -0.003299
vwretd    1.950572
dtype: float64, 20838: const     0.002496
vwretd    0.068299
dtype: float64, 20839: const     0.013654
vwretd   -0.151617
dtype: float64, 20840: const     0.000095
vwretd    0.052219
dtype: float64, 20841: const    -0.041699
vwretd   -0.552071
dtype: float64, 20842: const    -0.007787
vwretd   -0.503778
dtype: float64, 20843: const    -0.188468
vwretd    0.039658
dtype: float64, 20844: const    -0.073022
vwretd    1.623430
dtype: float64, 20845: const     0.001814
vwretd    1.357191
dtype: float64, 20846: const    -0.081160
vwretd    1.770716
dtype: float64, 20847: const     0.002032
vwretd    0.019277
dtype: float64, 20848: const    -0.044409
vwretd    0.366237
dtype: float64, 20849: const     0.001950
vwretd   -0.175217
dtype: float64, 20850: const     0.002797
vwretd    0.021841
dtype: float64, 20851: const     0.002550
vwretd    0.012676
dtype: float64, 20852: const     0.002483
vwretd    0.023087
dtype: float64, 20853: const     0.003677
vwretd    0.522631
dtype: float64, 20854: const    -0.029410
vwretd    1.500332
dtype: float64, 20855: const     0.039913
vwretd    1.450946
dtype: float64, 20856: const     0.002195
vwretd    0.023421
dtype: float64, 20857: const     0.001494
vwretd    0.011261
dtype: float64, 20858: const     0.002542
vwretd    0.037691
dtype: float64, 20859: const     0.002552
vwretd   -0.007847
dtype: float64, 20860: const     0.002080
vwretd   -0.000582
dtype: float64, 20861: const    -0.000086
vwretd    1.688024
dtype: float64, 20862: const    -0.033821
vwretd   -0.527023
dtype: float64, 20863: const     0.001366
vwretd    0.009553
dtype: float64, 20864: const     0.002409
vwretd    0.014392
dtype: float64, 20865: const    -0.096131
vwretd   -0.090366
dtype: float64, 20866: const     0.001728
vwretd    0.049932
dtype: float64, 20867: const     0.002637
vwretd   -0.001364
dtype: float64, 20868: const     0.002370
vwretd   -0.003682
dtype: float64, 20869: const    -0.143462
vwretd   -0.520522
dtype: float64, 20870: const     0.169443
vwretd   -0.340894
dtype: float64, 20871: const     0.002166
vwretd    0.018580
dtype: float64, 20872: const     0.002618
vwretd    0.038588
dtype: float64, 20873: const    -0.017051
vwretd    0.234024
dtype: float64, 20874: const     0.002600
vwretd    0.050647
dtype: float64, 20875: const     0.002169
vwretd    0.044069
dtype: float64, 20876: const     0.036680
vwretd    1.150441
dtype: float64, 20877: const     0.001943
vwretd    0.025021
dtype: float64, 20878: const     0.000445
vwretd    0.063228
dtype: float64, 20879: const    -0.084147
vwretd    1.018597
dtype: float64, 20880: const     0.002306
vwretd    0.022404
dtype: float64, 20881: const     0.002035
vwretd   -0.021499
dtype: float64, 20882: const     0.030752
vwretd    2.892697
dtype: float64, 20883: const     0.002244
vwretd   -0.016616
dtype: float64, 20884: const    -0.046420
vwretd   -0.492948
dtype: float64, 20886: const     0.002675
vwretd    0.051711
dtype: float64, 20887: const     0.000439
vwretd   -0.010921
dtype: float64, 20888: const    -0.001712
vwretd    1.393490
dtype: float64, 20889: const    -0.018388
vwretd    1.093701
dtype: float64, 20890: const     0.002237
vwretd    0.024759
dtype: float64, 20891: const     0.022356
vwretd    2.678314
dtype: float64, 20892: const    -0.100114
vwretd    1.779773
dtype: float64, 20893: const     0.002969
vwretd    0.880036
dtype: float64, 20894: const    -0.122444
vwretd    1.296314
dtype: float64, 20895: const    -0.171265
vwretd    0.092755
dtype: float64, 20896: const     0.000019
vwretd    0.885383
dtype: float64, 20897: const    -0.002811
vwretd    1.931632
dtype: float64, 20898: const    -0.052059
vwretd   -0.413767
dtype: float64, 20899: const     0.015110
vwretd    0.061069
dtype: float64, 20900: const     0.013392
vwretd    3.425097
dtype: float64, 20901: const     0.000716
vwretd    1.224364
dtype: float64, 20902: const    -0.064609
vwretd    0.824076
dtype: float64, 20903: const     0.002375
vwretd    1.020844
dtype: float64, 20904: const     0.012781
vwretd    1.408613
dtype: float64, 20905: const     0.001796
vwretd    0.872174
dtype: float64, 20906: const     0.002683
vwretd    0.036398
dtype: float64, 20907: const     0.002284
vwretd    0.014599
dtype: float64, 20908: const     0.002496
vwretd    0.025787
dtype: float64, 20909: const     0.004153
vwretd    1.202829
dtype: float64, 20910: const    -0.055078
vwretd    0.073145
dtype: float64, 20911: const     0.001338
vwretd    1.047647
dtype: float64, 20912: const     0.000467
vwretd    0.917255
dtype: float64, 20913: const    -0.008961
vwretd    0.561521
dtype: float64, 20914: const     0.001800
vwretd    0.030007
dtype: float64, 20915: const     0.001553
vwretd    0.047761
dtype: float64, 20916: const    -0.070878
vwretd    2.323898
dtype: float64, 20917: const     0.002963
vwretd    0.784178
dtype: float64, 20918: const    -0.020658
vwretd    3.026333
dtype: float64, 20919: const    -0.035378
vwretd    0.697643
dtype: float64, 20920: const    -0.030529
vwretd    0.377598
dtype: float64, 20921: const     0.007217
vwretd    0.576552
dtype: float64, 20922: const     0.005308
vwretd    0.988643
dtype: float64, 20923: const     0.010118
vwretd    1.331418
dtype: float64, 20924: const     0.001684
vwretd    0.030659
dtype: float64, 20925: const     0.001149
vwretd    1.197594
dtype: float64, 20927: const    -0.063284
vwretd    1.048717
dtype: float64, 20928: const     0.001840
vwretd    0.453816
dtype: float64, 20929: const     0.003108
vwretd    0.690244
dtype: float64, 20930: const     0.002659
vwretd    0.049324
dtype: float64, 20931: const     0.002191
vwretd    0.015447
dtype: float64, 20932: const     0.002209
vwretd    0.002473
dtype: float64, 20933: const    -0.001390
vwretd    1.128428
dtype: float64, 20934: const     0.015905
vwretd    7.973335
dtype: float64, 20935: const     0.000333
vwretd    0.340256
dtype: float64, 20936: const     0.001024
vwretd    0.507579
dtype: float64, 20937: const     0.001060
vwretd    0.873085
dtype: float64, 20938: const     0.005237
vwretd    1.042279
dtype: float64, 20939: const     0.004868
vwretd    0.694924
dtype: float64, 20940: const     0.005086
vwretd    1.045130
dtype: float64, 20941: const     0.004431
vwretd    1.492889
dtype: float64, 20942: const     0.012909
vwretd    0.738980
dtype: float64, 20943: const    -0.002482
vwretd    1.170003
dtype: float64, 20944: const    -0.010451
vwretd    1.128169
dtype: float64, 20945: const    -0.054067
vwretd    0.883499
dtype: float64, 20946: const     0.001693
vwretd    0.002659
dtype: float64, 20947: const    -0.004846
vwretd    0.859898
dtype: float64, 20949: const     0.003272
vwretd    0.726447
dtype: float64, 20950: const     0.002722
vwretd    0.034525
dtype: float64, 20951: const     0.000723
vwretd    0.020418
dtype: float64, 20952: const     0.002893
vwretd    0.059107
dtype: float64, 20953: const     0.002398
vwretd    0.029392
dtype: float64, 20954: const     0.002181
vwretd    0.017867
dtype: float64, 20955: const    -0.019183
vwretd    0.941259
dtype: float64, 20956: const    -0.007813
vwretd    0.224537
dtype: float64, 20957: const     0.006696
vwretd    0.671872
dtype: float64, 20958: const     0.004754
vwretd    0.514207
dtype: float64, 20959: const     0.002184
vwretd    0.406647
dtype: float64, 20960: const     0.002495
vwretd    0.014377
dtype: float64, 20961: const    -0.005639
vwretd    0.569782
dtype: float64, 20962: const     0.002864
vwretd    0.045725
dtype: float64, 20963: const     0.004198
vwretd    0.650782
dtype: float64, 20964: const     0.002472
vwretd    0.039861
dtype: float64, 20965: const     0.002525
vwretd    0.055866
dtype: float64, 20966: const    -0.001925
vwretd   -0.086348
dtype: float64, 20967: const    -0.002756
vwretd    0.493868
dtype: float64, 20968: const    -0.001455
vwretd    1.267728
dtype: float64, 20969: const    -0.001497
vwretd    1.182597
dtype: float64, 20970: const     0.002299
vwretd    0.045748
dtype: float64, 20971: const    -0.001240
vwretd    0.938278
dtype: float64, 20972: const    -0.081701
vwretd    0.307696
dtype: float64, 20973: const     0.008886
vwretd    1.141448
dtype: float64, 20974: const     0.002551
vwretd    0.029159
dtype: float64, 20975: const    -0.103371
vwretd    3.132053
dtype: float64, 20976: const    -0.004075
vwretd    1.465673
dtype: float64, 20977: const    -0.107809
vwretd    2.170479
dtype: float64, 20978: const    -0.000084
vwretd    0.022693
dtype: float64, 20979: const     0.001822
vwretd    0.000213
dtype: float64, 20980: const     0.002459
vwretd    0.005348
dtype: float64, 20981: const     0.001992
vwretd    0.019429
dtype: float64, 20982: const     0.002224
vwretd    0.004632
dtype: float64, 20983: const     0.000680
vwretd    0.056805
dtype: float64, 20984: const    -0.006557
vwretd    1.424090
dtype: float64, 20986: const     0.002018
vwretd    0.039806
dtype: float64, 20987: const     0.002603
vwretd    0.022959
dtype: float64, 20988: const     0.002079
vwretd   -0.001538
dtype: float64, 20989: const     0.002177
vwretd    0.000625
dtype: float64, 20990: const     0.002635
vwretd    0.002434
dtype: float64, 20991: const    -0.054411
vwretd    1.688225
dtype: float64, 20992: const     0.000502
vwretd    1.236969
dtype: float64, 20993: const     0.026198
vwretd    0.169403
dtype: float64, 20994: const     0.002980
vwretd    0.006526
dtype: float64, 20995: const     0.002757
vwretd    0.012088
dtype: float64, 20996: const    -0.005067
vwretd    3.900899
dtype: float64, 20997: const     0.003097
vwretd    0.065255
dtype: float64, 20998: const     0.030450
vwretd    0.453107
dtype: float64, 20999: const    -0.071301
vwretd    2.282046
dtype: float64, 21000: const     0.002362
vwretd    0.001407
dtype: float64, 21002: const    -0.059766
vwretd    2.270622
dtype: float64, 21003: const     0.002544
vwretd    0.007009
dtype: float64, 21004: const     0.003728
vwretd    0.803256
dtype: float64, 21005: const     0.013939
vwretd    0.439543
dtype: float64, 21006: const     0.000151
vwretd    0.017890
dtype: float64, 21007: const    -0.101032
vwretd    1.865252
dtype: float64, 21008: const     0.002524
vwretd    0.002354
dtype: float64, 21009: const     0.002416
vwretd   -0.003699
dtype: float64, 21010: const     0.001932
vwretd    0.014970
dtype: float64, 21011: const     0.001944
vwretd    0.000614
dtype: float64, 21012: const     0.010507
vwretd    1.151707
dtype: float64, 21013: const     0.024307
vwretd    0.210994
dtype: float64, 21014: const     0.002182
vwretd    0.001109
dtype: float64, 21015: const     0.002366
vwretd   -0.013427
dtype: float64, 21016: const     0.005397
vwretd    1.261689
dtype: float64, 21017: const    -0.046025
vwretd   -0.370088
dtype: float64, 21018: const    -0.000062
vwretd   -0.036382
dtype: float64, 21019: const     0.002395
vwretd    0.028701
dtype: float64, 21020: const    -0.005042
vwretd    1.524760
dtype: float64, 21022: const     0.003496
vwretd    1.045948
dtype: float64, 21023: const     0.002559
vwretd    0.030144
dtype: float64, 21024: const    -0.114571
vwretd   -0.412968
dtype: float64, 21025: const     0.000785
vwretd    0.001037
dtype: float64, 21026: const    -0.131304
vwretd    0.004567
dtype: float64, 21027: const     0.027796
vwretd   -2.041960
dtype: float64, 21028: const    -0.070429
vwretd   -0.406431
dtype: float64, 21029: const    -0.026054
vwretd   -0.179232
dtype: float64, 21030: const    -0.076656
vwretd    1.750150
dtype: float64, 21031: const     0.002418
vwretd    0.033867
dtype: float64, 21032: const    -0.103220
vwretd    2.054382
dtype: float64, 21033: const     0.002765
vwretd    0.045937
dtype: float64, 21034: const     0.002498
vwretd    0.025890
dtype: float64, 21035: const     0.002584
vwretd    0.017632
dtype: float64, 21036: const    -0.216286
vwretd    0.756398
dtype: float64, 21037: const    -0.092221
vwretd    0.218333
dtype: float64, 21038: const    -0.000244
vwretd    0.017556
dtype: float64, 21039: const    -0.002836
vwretd    1.091334
dtype: float64, 21040: const     0.042790
vwretd    1.109733
dtype: float64, 21041: const    -0.032873
vwretd    0.590350
dtype: float64, 21042: const    -0.201249
vwretd    0.235302
dtype: float64, 21043: const     0.006870
vwretd   -0.018241
dtype: float64, 21044: const    -0.046784
vwretd    2.351896
dtype: float64, 21045: const     0.001084
vwretd    0.022697
dtype: float64, 21046: const     0.002843
vwretd    0.050153
dtype: float64, 21047: const     0.005206
vwretd    1.175148
dtype: float64, 21048: const    -0.114054
vwretd    0.246098
dtype: float64, 21049: const     0.002858
vwretd    0.036665
dtype: float64, 21050: const     0.001263
vwretd    0.008098
dtype: float64, 21051: const    -0.024807
vwretd    1.866829
dtype: float64, 21052: const     0.002775
vwretd   -0.010341
dtype: float64, 21053: const    -0.148897
vwretd   -0.793059
dtype: float64, 21054: const     0.001042
vwretd    0.049905
dtype: float64, 21055: const    -0.001393
vwretd    1.372100
dtype: float64, 21056: const     0.006095
vwretd   -0.073108
dtype: float64, 21057: const     0.000807
vwretd    0.019468
dtype: float64, 21058: const     0.002390
vwretd    0.006532
dtype: float64, 21059: const     0.002639
vwretd    0.023689
dtype: float64, 21060: const    -0.132858
vwretd   -1.276150
dtype: float64, 21061: const    -0.064916
vwretd    0.623511
dtype: float64, 21062: const    -0.182027
vwretd    0.064777
dtype: float64, 21063: const     0.010929
vwretd    1.003790
dtype: float64, 21064: const    -0.053879
vwretd    1.616517
dtype: float64, 21065: const    -0.067805
vwretd   -1.421553
dtype: float64, 21066: const     0.004211
vwretd    0.404932
dtype: float64, 21067: const     0.003232
vwretd   -0.000825
dtype: float64, 21068: const     0.002775
vwretd    0.016336
dtype: float64, 21069: const    -0.003802
vwretd    1.315931
dtype: float64, 21070: const     0.002137
vwretd    0.000729
dtype: float64, 21071: const     0.005607
vwretd    0.558344
dtype: float64, 21072: const    -0.013685
vwretd    0.896226
dtype: float64, 21073: const     0.002584
vwretd    0.016008
dtype: float64, 21074: const    -0.015169
vwretd    2.047385
dtype: float64, 21075: const     0.002361
vwretd   -0.002219
dtype: float64, 21076: const    -0.05744
vwretd    1.17227
dtype: float64, 21077: const    -0.127423
vwretd    1.615719
dtype: float64, 21078: const     0.002544
vwretd    0.006292
dtype: float64, 21079: const     0.002422
vwretd    0.024554
dtype: float64, 21080: const     0.002288
vwretd    0.047873
dtype: float64, 21081: const    -0.131780
vwretd    0.370299
dtype: float64, 21082: const     0.002373
vwretd   -0.003815
dtype: float64, 21083: const     0.002938
vwretd    0.055827
dtype: float64, 21084: const     0.002269
vwretd    0.018861
dtype: float64, 21085: const     0.000543
vwretd   -0.032814
dtype: float64, 21086: const     0.002154
vwretd    0.015854
dtype: float64, 21087: const     0.012837
vwretd    0.653212
dtype: float64, 21088: const     0.002373
vwretd    0.028033
dtype: float64, 21089: const     0.016944
vwretd   -0.130220
dtype: float64, 21090: const    -0.061169
vwretd    0.556156
dtype: float64, 21091: const    -0.040357
vwretd    0.297709
dtype: float64, 21092: const     0.002657
vwretd    0.042891
dtype: float64, 21093: const     0.008270
vwretd    0.220428
dtype: float64, 21094: const     0.002914
vwretd    0.056279
dtype: float64, 21095: const     0.002844
vwretd    0.007636
dtype: float64, 21096: const     0.024246
vwretd    4.966557
dtype: float64, 21097: const     0.002358
vwretd   -0.001784
dtype: float64, 21098: const    -0.002118
vwretd    1.378954
dtype: float64, 21099: const     0.002622
vwretd    0.050758
dtype: float64, 21100: const     0.003000
vwretd    1.464272
dtype: float64, 21102: const    -0.119840
vwretd    0.487481
dtype: float64, 21103: const    -0.088228
vwretd    1.957945
dtype: float64, 21104: const     0.001796
vwretd    0.037746
dtype: float64, 21105: const     0.013590
vwretd    0.360511
dtype: float64, 21106: const    -0.093090
vwretd    1.506511
dtype: float64, 21107: const     0.002640
vwretd    0.040881
dtype: float64, 21108: const     0.002631
vwretd    0.024598
dtype: float64, 21109: const    -0.004525
vwretd    2.118020
dtype: float64, 21110: const    -0.077509
vwretd    0.359341
dtype: float64, 21111: const    -0.112807
vwretd   -0.115319
dtype: float64, 21112: const     0.064054
vwretd    1.027172
dtype: float64, 21113: const     0.001425
vwretd    0.043702
dtype: float64, 21114: const    -0.055544
vwretd    0.720570
dtype: float64, 21115: const     0.001060
vwretd   -0.001897
dtype: float64, 21116: const     0.036404
vwretd    1.000912
dtype: float64, 21117: const    -0.199936
vwretd    1.709949
dtype: float64, 21118: const    -0.063312
vwretd    0.650443
dtype: float64, 21119: const     0.001728
vwretd    0.971187
dtype: float64, 21120: const    -0.100263
vwretd    1.295593
dtype: float64, 21121: const    -0.026105
vwretd   -0.071576
dtype: float64, 21122: const    -0.011863
vwretd    0.941975
dtype: float64, 21123: const    -0.066297
vwretd    1.716501
dtype: float64, 21124: const     0.011195
vwretd    0.572706
dtype: float64, 21125: const    -0.022889
vwretd    0.873517
dtype: float64, 21127: const     0.004463
vwretd    1.021830
dtype: float64, 21135: const    -0.000978
vwretd    1.496710
dtype: float64, 21143: const    -0.000022
vwretd    1.136653
dtype: float64, 21151: const    -0.001929
vwretd    0.809196
dtype: float64, 21152: const     0.004947
vwretd    0.640579
dtype: float64, 21178: const     0.005158
vwretd    0.984726
dtype: float64, 21179: const     0.006834
vwretd    1.566155
dtype: float64, 21186: const     0.000705
vwretd    1.109676
dtype: float64, 21193: const     0.003243
vwretd    0.043527
dtype: float64, 21194: const     0.001723
vwretd    0.955351
dtype: float64, 21195: const    -0.021737
vwretd    0.966992
dtype: float64, 21196: const     0.013778
vwretd    0.862718
dtype: float64, 21197: const     0.008083
vwretd    1.029010
dtype: float64, 21198: const    -0.061406
vwretd    2.721439
dtype: float64, 21199: const     0.002094
vwretd    0.005097
dtype: float64, 21200: const     0.071095
vwretd   -2.842665
dtype: float64, 21201: const    -0.090101
vwretd    2.296081
dtype: float64, 21203: const    -0.027292
vwretd    0.266699
dtype: float64, 21204: const    -0.095946
vwretd    1.031205
dtype: float64, 21205: const    -0.046857
vwretd    2.140385
dtype: float64, 21206: const    -0.004374
vwretd    1.065785
dtype: float64, 21207: const     0.004171
vwretd    0.853107
dtype: float64, 21208: const     0.031364
vwretd    1.022107
dtype: float64, 21209: const    -0.105774
vwretd    1.923942
dtype: float64, 21210: const    -0.076046
vwretd    1.416970
dtype: float64, 21211: const     0.001638
vwretd    0.012466
dtype: float64, 21212: const    -0.004929
vwretd    0.254217
dtype: float64, 21213: const    -0.017275
vwretd    1.065748
dtype: float64, 21214: const    -0.002587
vwretd    1.044473
dtype: float64, 21215: const     0.001953
vwretd    2.328031
dtype: float64, 21217: const     0.002375
vwretd    0.050493
dtype: float64, 21218: const     0.001766
vwretd    0.014774
dtype: float64, 21219: const     0.019388
vwretd    0.963791
dtype: float64, 21220: const    -0.007564
vwretd    0.394268
dtype: float64, 21221: const     0.002510
vwretd    0.056515
dtype: float64, 21222: const    -0.081542
vwretd    1.945608
dtype: float64, 21223: const     0.003547
vwretd    0.706346
dtype: float64, 21224: const     0.025704
vwretd    0.007484
dtype: float64, 21225: const     0.000623
vwretd    0.717698
dtype: float64, 21226: const     0.001557
vwretd    0.062601
dtype: float64, 21227: const    -0.027766
vwretd    1.098444
dtype: float64, 21228: const    -0.009955
vwretd    0.689056
dtype: float64, 21229: const     0.002249
vwretd    0.011473
dtype: float64, 21230: const    -0.044656
vwretd    0.177973
dtype: float64, 21231: const     0.006304
vwretd    0.398907
dtype: float64, 21232: const     0.006041
vwretd    0.587859
dtype: float64, 21233: const    -0.170792
vwretd   -1.858818
dtype: float64, 21234: const     0.007186
vwretd    1.096147
dtype: float64, 21235: const     0.001422
vwretd    1.007139
dtype: float64, 21236: const     0.003101
vwretd    0.903566
dtype: float64, 21237: const    -0.031502
vwretd    0.591011
dtype: float64, 21238: const    -0.003448
vwretd    1.039221
dtype: float64, 21239: const    -0.019024
vwretd    1.025928
dtype: float64, 21240: const     0.016230
vwretd    0.998539
dtype: float64, 21241: const    -0.011950
vwretd    1.096685
dtype: float64, 21242: const     0.041901
vwretd   -0.896094
dtype: float64, 21243: const     0.008522
vwretd    0.573075
dtype: float64, 21244: const    -0.001186
vwretd    0.938611
dtype: float64, 21245: const    -0.005454
vwretd    0.586022
dtype: float64, 21246: const    -0.000562
vwretd    1.007532
dtype: float64, 21247: const     0.001759
vwretd    1.025541
dtype: float64, 21248: const     0.010220
vwretd    0.855764
dtype: float64, 21249: const     0.085411
vwretd   -0.749068
dtype: float64, 21250: const     0.001384
vwretd    1.201992
dtype: float64, 21251: const     0.000234
vwretd    0.951055
dtype: float64, 21252: const    -0.011925
vwretd    0.647254
dtype: float64, 21253: const     0.000922
vwretd   -0.000864
dtype: float64, 21254: const     0.002806
vwretd    0.025804
dtype: float64, 21255: const     0.002160
vwretd    0.005015
dtype: float64, 21256: const     0.002287
vwretd    0.009044
dtype: float64, 21257: const     0.096684
vwretd    1.819072
dtype: float64, 21258: const     0.000508
vwretd    1.187897
dtype: float64, 21259: const     0.008578
vwretd    0.763723
dtype: float64, 21260: const    -0.171964
vwretd    0.283756
dtype: float64, 21261: const    -0.059128
vwretd    0.347330
dtype: float64, 21262: const     0.056859
vwretd   -2.703566
dtype: float64, 21263: const    -0.103873
vwretd    0.439875
dtype: float64, 21264: const     0.003991
vwretd    0.009799
dtype: float64, 21265: const    -0.009680
vwretd    0.740989
dtype: float64, 21266: const     0.002441
vwretd    0.847613
dtype: float64, 21267: const     0.003175
vwretd    0.055344
dtype: float64, 21268: const    -0.100679
vwretd    0.083663
dtype: float64, 21269: const    -0.039764
vwretd   -1.815793
dtype: float64, 21270: const     0.003400
vwretd    0.036006
dtype: float64, 21271: const     0.042834
vwretd    1.150792
dtype: float64, 21272: const     0.013468
vwretd    2.285579
dtype: float64, 21273: const     0.002812
vwretd    0.012902
dtype: float64, 21274: const     0.007205
vwretd    0.961286
dtype: float64, 21275: const     0.000032
vwretd    0.609494
dtype: float64, 21276: const     0.003556
vwretd    0.005619
dtype: float64, 21277: const    -0.065121
vwretd    0.651088
dtype: float64, 21278: const    -0.084595
vwretd    0.021709
dtype: float64, 21279: const     0.002947
vwretd    0.027522
dtype: float64, 21280: const    -0.187143
vwretd   -0.083589
dtype: float64, 21281: const    -0.071574
vwretd    1.367616
dtype: float64, 21282: const     0.002770
vwretd    1.379161
dtype: float64, 21283: const    -0.045971
vwretd    0.460189
dtype: float64, 21284: const     0.002575
vwretd    0.003353
dtype: float64, 21285: const    -0.052756
vwretd    0.640390
dtype: float64, 21286: const    -0.026336
vwretd    2.876098
dtype: float64, 21287: const     0.002920
vwretd    0.003142
dtype: float64, 21288: const    -0.264180
vwretd    1.012949
dtype: float64, 21289: const    -0.113932
vwretd    0.852848
dtype: float64, 21290: const     0.005427
vwretd    0.948804
dtype: float64, 21291: const     0.017409
vwretd    0.377699
dtype: float64, 21292: const     0.002322
vwretd    0.036886
dtype: float64, 21293: const     0.002712
vwretd    0.017899
dtype: float64, 21294: const    -0.004893
vwretd   -0.131569
dtype: float64, 21295: const     0.001609
vwretd    0.016844
dtype: float64, 21296: const     0.001747
vwretd    0.043232
dtype: float64, 21297: const    -0.009992
vwretd    0.686810
dtype: float64, 21298: const     0.00301
vwretd    0.05072
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vwretd    0.059846
dtype: float64, 21300: const    -0.037171
vwretd    0.223316
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vwretd    0.740155
dtype: float64, 21302: const     0.003377
vwretd    0.033494
dtype: float64, 21303: const     0.003834
vwretd    0.986826
dtype: float64, 21304: const    -0.004243
vwretd    1.149340
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vwretd    0.028247
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vwretd    0.049337
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vwretd   -0.000615
dtype: float64, 21308: const    -0.120296
vwretd    1.146069
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vwretd   -0.249566
dtype: float64, 21310: const     0.002556
vwretd    0.017295
dtype: float64, 21311: const    -0.005479
vwretd    1.938314
dtype: float64, 21312: const     0.032489
vwretd    1.146901
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vwretd    0.030602
dtype: float64, 21314: const     0.002547
vwretd   -0.007961
dtype: float64, 21315: const     0.002325
vwretd    0.030780
dtype: float64, 21316: const     0.002540
vwretd    0.016753
dtype: float64, 21317: const     0.003926
vwretd    1.104923
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vwretd    0.035632
dtype: float64, 21319: const     0.00511
vwretd    0.01331
dtype: float64, 21320: const     0.001868
vwretd    0.032158
dtype: float64, 21321: const    -0.105464
vwretd    0.856136
dtype: float64, 21322: const     0.056396
vwretd    1.331713
dtype: float64, 21323: const    -0.054353
vwretd    0.511720
dtype: float64, 21324: const    -0.104776
vwretd    0.333816
dtype: float64, 21325: const     0.027994
vwretd    2.035843
dtype: float64, 21326: const     0.003102
vwretd    0.011365
dtype: float64, 21327: const     0.002430
vwretd    0.029204
dtype: float64, 21328: const    -0.009878
vwretd    0.638006
dtype: float64, 21329: const    -0.009822
vwretd    1.052143
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vwretd    0.056094
dtype: float64, 21331: const    -0.11777
vwretd    1.38061
dtype: float64, 21332: const     0.002392
vwretd    0.016724
dtype: float64, 21333: const    -0.008157
vwretd    1.137108
dtype: float64, 21334: const     0.002532
vwretd    0.003575
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vwretd    1.048443
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vwretd    2.013696
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vwretd    0.020398
dtype: float64, 21338: const    -0.001389
vwretd    1.163898
dtype: float64, 21339: const     0.025717
vwretd    0.859939
dtype: float64, 21340: const     0.002539
vwretd    0.022339
dtype: float64, 21341: const    -0.074742
vwretd    1.855637
dtype: float64, 21342: const    -0.026606
vwretd    0.213001
dtype: float64, 21343: const    -0.009637
vwretd   -0.634299
dtype: float64, 21344: const    -0.009219
vwretd    0.184509
dtype: float64, 21345: const    -0.046692
vwretd    1.551183
dtype: float64, 21346: const     0.001203
vwretd    0.934812
dtype: float64, 21347: const     0.031411
vwretd    1.723365
dtype: float64, 21348: const    -0.017676
vwretd    1.030521
dtype: float64, 21349: const     0.050828
vwretd    1.544727
dtype: float64, 21350: const    -0.020411
vwretd    2.683721
dtype: float64, 21351: const    -0.069053
vwretd   -2.227824
dtype: float64, 21352: const    -0.005361
vwretd    1.222414
dtype: float64, 21353: const    -0.030689
vwretd    0.854811
dtype: float64, 21354: const     0.000433
vwretd    1.113932
dtype: float64, 21355: const    -0.045477
vwretd   -0.093984
dtype: float64, 21356: const     0.026375
vwretd    1.049667
dtype: float64, 21357: const     0.001440
vwretd    1.136072
dtype: float64, 21358: const    -0.071405
vwretd    0.745163
dtype: float64, 21359: const    -0.036010
vwretd    0.938044
dtype: float64, 21360: const    -0.045197
vwretd   -1.054393
dtype: float64, 21361: const    -0.030212
vwretd    0.322279
dtype: float64, 21362: const     0.001602
vwretd    1.463443
dtype: float64, 21363: const    -0.008137
vwretd    1.974959
dtype: float64, 21364: const    -0.002960
vwretd    1.103375
dtype: float64, 21365: const     0.075593
vwretd   -2.306748
dtype: float64, 21366: const    -0.003620
vwretd    1.230951
dtype: float64, 21367: const    -0.073802
vwretd    0.317422
dtype: float64, 21368: const    -0.068138
vwretd    2.171101
dtype: float64, 21369: const    -0.108217
vwretd    0.288159
dtype: float64, 21370: const     0.005318
vwretd    0.575468
dtype: float64, 21371: const     0.006572
vwretd    0.777374
dtype: float64, 21372: const     0.029592
vwretd    1.694587
dtype: float64, 21373: const     0.045126
vwretd   -0.313818
dtype: float64, 21374: const    -0.139896
vwretd    0.286704
dtype: float64, 21375: const     0.001578
vwretd    1.020991
dtype: float64, 21376: const     0.007455
vwretd    1.086615
dtype: float64, 21377: const     0.014671
vwretd    1.090397
dtype: float64, 21378: const     0.004924
vwretd    1.019320
dtype: float64, 21379: const    -0.041232
vwretd   -0.207102
dtype: float64, 21380: const    -0.003247
vwretd    2.283372
dtype: float64, 21381: const    -0.003556
vwretd    2.356934
dtype: float64, 21382: const     0.002057
vwretd    1.246179
dtype: float64, 21383: const    -0.047833
vwretd    1.416086
dtype: float64, 21384: const    -0.087546
vwretd   -2.387585
dtype: float64, 21385: const    -0.006879
vwretd    1.750328
dtype: float64, 21386: const    -0.033450
vwretd    0.783941
dtype: float64, 21387: const     0.000039
vwretd    1.014495
dtype: float64, 21388: const     0.017951
vwretd    0.937136
dtype: float64, 21389: const     0.005840
vwretd    1.057415
dtype: float64, 21390: const     0.176804
vwretd    0.208897
dtype: float64, 21391: const    -0.018766
vwretd    0.316726
dtype: float64, 21392: const    -0.008579
vwretd    0.404244
dtype: float64, 21393: const     0.002391
vwretd    1.059437
dtype: float64, 21394: const     0.002231
vwretd    1.083622
dtype: float64, 21395: const    -0.007340
vwretd    1.088431
dtype: float64, 21396: const    -0.002461
vwretd    0.757415
dtype: float64, 21397: const    -0.001127
vwretd    1.207046
dtype: float64, 21398: const    -0.052098
vwretd    0.214904
dtype: float64, 21399: const    -0.004089
vwretd    1.329196
dtype: float64, 21400: const     0.004878
vwretd    0.669714
dtype: float64, 21401: const     0.032601
vwretd    0.278885
dtype: float64, 21402: const    -0.008081
vwretd    0.282720
dtype: float64, 21403: const     0.006846
vwretd    1.091761
dtype: float64, 21404: const     0.008234
vwretd    1.090896
dtype: float64, 21405: const     0.003258
vwretd    1.000546
dtype: float64, 21406: const    -0.006614
vwretd    1.191748
dtype: float64, 21407: const    -0.008171
vwretd    0.422973
dtype: float64, 21408: const     0.002298
vwretd    0.127781
dtype: float64, 21409: const     0.005651
vwretd    1.303305
dtype: float64, 21410: const    -0.006031
vwretd    0.875535
dtype: float64, 21411: const    -0.013504
vwretd    0.043010
dtype: float64, 21412: const    -0.014818
vwretd    1.983200
dtype: float64, 21413: const    -0.035986
vwretd    1.283809
dtype: float64, 21414: const     0.000240
vwretd    0.678812
dtype: float64, 21415: const    -0.093842
vwretd   -0.327001
dtype: float64, 21416: const    -0.095783
vwretd    2.232472
dtype: float64, 21417: const     0.072287
vwretd   -2.958782
dtype: float64, 21418: const     0.006763
vwretd    0.705507
dtype: float64, 21420: const     0.006257
vwretd    0.531964
dtype: float64, 21421: const     0.001207
vwretd    1.021051
dtype: float64, 21422: const     0.001352
vwretd    0.018303
dtype: float64, 21423: const    -0.004921
vwretd    0.264692
dtype: float64, 21424: const    -0.011244
vwretd    0.585404
dtype: float64, 21425: const    -0.007684
vwretd    0.949197
dtype: float64, 21426: const    -0.002650
vwretd    1.380629
dtype: float64, 21427: const    -0.071336
vwretd    0.631537
dtype: float64, 21428: const    -0.228059
vwretd    2.081191
dtype: float64, 21429: const    -0.009921
vwretd    1.407126
dtype: float64, 21430: const     0.098196
vwretd    2.584891
dtype: float64, 21431: const    -0.017306
vwretd    2.268388
dtype: float64, 21434: const     0.005453
vwretd    1.276429
dtype: float64, 21442: const     0.004654
vwretd    1.558170
dtype: float64, 21443: const     0.004371
vwretd   -0.153723
dtype: float64, 21450: const     0.005861
vwretd    0.868321
dtype: float64, 21451: const     0.043857
vwretd   -0.551955
dtype: float64, 21469: const    -0.000176
vwretd    1.822538
dtype: float64, 21477: const    -0.002176
vwretd    0.813881
dtype: float64, 21478: const    -0.001239
vwretd    0.281181
dtype: float64, 21485: const     0.000787
vwretd    1.411073
dtype: float64, 21486: const     0.015990
vwretd    1.892915
dtype: float64, 21493: const     0.001036
vwretd    1.014631
dtype: float64, 21494: const     0.002359
vwretd    1.707783
dtype: float64, 21506: const     0.005089
vwretd    1.596661
dtype: float64, 21507: const    -0.038979
vwretd    1.757684
dtype: float64, 21512: const    -0.007065
vwretd   -0.940887
dtype: float64, 21513: const    -0.065461
vwretd    0.556906
dtype: float64, 21514: const     0.004948
vwretd    0.787330
dtype: float64, 21516: const    -0.050257
vwretd    1.288331
dtype: float64, 21517: const    -0.045542
vwretd    1.169884
dtype: float64, 21518: const     0.156169
vwretd    2.020988
dtype: float64, 21519: const    -0.135625
vwretd    1.685324
dtype: float64, 21520: const    -0.114297
vwretd   -2.254453
dtype: float64, 21521: const     0.002456
vwretd    0.036636
dtype: float64, 21522: const     0.001112
vwretd    1.199184
dtype: float64, 21523: const    -0.071781
vwretd    1.354733
dtype: float64, 21524: const     0.003814
vwretd    0.054301
dtype: float64, 21525: const    -0.010688
vwretd   -0.010194
dtype: float64, 21526: const    -0.079148
vwretd    0.647659
dtype: float64, 21527: const     0.080182
vwretd    0.954023
dtype: float64, 21528: const    -0.119975
vwretd   -0.447109
dtype: float64, 21529: const    -0.056566
vwretd    0.444742
dtype: float64, 21530: const     0.000189
vwretd    1.350012
dtype: float64, 21531: const     0.034152
vwretd    0.276342
dtype: float64, 21532: const     0.003319
vwretd    0.017238
dtype: float64, 21533: const    -0.038684
vwretd    0.809743
dtype: float64, 21534: const    -0.125057
vwretd    0.719773
dtype: float64, 21535: const     0.002392
vwretd    0.058446
dtype: float64, 21536: const    -0.019824
vwretd    0.405442
dtype: float64, 21537: const     0.002693
vwretd    0.045939
dtype: float64, 21538: const    -0.111654
vwretd    1.361348
dtype: float64, 21539: const    -0.134349
vwretd   -0.365968
dtype: float64, 21540: const    -0.095668
vwretd   -0.387953
dtype: float64, 21541: const    -0.036674
vwretd    1.118198
dtype: float64, 21542: const    -0.034164
vwretd    1.065080
dtype: float64, 21543: const    -0.057139
vwretd    0.309191
dtype: float64, 21544: const    -0.153281
vwretd   -3.683409
dtype: float64, 21545: const     0.004762
vwretd   -0.011423
dtype: float64, 21546: const    -0.202589
vwretd    0.917722
dtype: float64, 21547: const    -0.073432
vwretd    0.405856
dtype: float64, 21549: const    -0.002654
vwretd    1.561138
dtype: float64, 21550: const     0.011102
vwretd    0.147353
dtype: float64, 21551: const     0.023753
vwretd    1.727607
dtype: float64, 21552: const    -0.053704
vwretd    0.866978
dtype: float64, 21553: const    -0.077729
vwretd    2.946415
dtype: float64, 21554: const    -0.042672
vwretd    1.285253
dtype: float64, 21555: const     0.004073
vwretd    0.716565
dtype: float64, 21556: const    -0.006300
vwretd    2.116035
dtype: float64, 21557: const     0.002586
vwretd    1.150901
dtype: float64, 21558: const    -0.016241
vwretd    1.572963
dtype: float64, 21559: const     0.020285
vwretd    0.487270
dtype: float64, 21560: const    -0.046470
vwretd    1.346645
dtype: float64, 21561: const     0.002365
vwretd    0.020791
dtype: float64, 21562: const    -0.07775
vwretd    2.31419
dtype: float64, 21563: const    -0.005703
vwretd    0.448834
dtype: float64, 21564: const    -0.048734
vwretd    0.483114
dtype: float64, 21565: const    -0.000759
vwretd    1.140478
dtype: float64, 21566: const    -0.039196
vwretd   -0.080404
dtype: float64, 21567: const     0.003405
vwretd    0.018905
dtype: float64, 21568: const     0.001966
vwretd    0.018545
dtype: float64, 21569: const    -0.275155
vwretd   -2.211410
dtype: float64, 21570: const    -0.032730
vwretd   -0.819451
dtype: float64, 21571: const    -0.058102
vwretd    0.434385
dtype: float64, 21572: const    -0.053004
vwretd    0.011435
dtype: float64, 21573: const    -0.001231
vwretd    1.791346
dtype: float64, 21575: const    -0.014708
vwretd    0.266110
dtype: float64, 21576: const     0.024847
vwretd    1.644714
dtype: float64, 21577: const    -0.090485
vwretd    1.288603
dtype: float64, 21578: const    -0.083099
vwretd    0.532222
dtype: float64, 21579: const     0.019239
vwretd    3.905598
dtype: float64, 21580: const    -0.041875
vwretd    2.345781
dtype: float64, 21581: const     0.003997
vwretd    0.888801
dtype: float64, 21582: const     0.022144
vwretd    0.513006
dtype: float64, 21583: const    -0.002655
vwretd    1.672985
dtype: float64, 21584: const    -0.023045
vwretd    1.726981
dtype: float64, 21585: const     0.003176
vwretd    0.018798
dtype: float64, 21586: const    -0.066919
vwretd    0.725764
dtype: float64, 21587: const    -0.026120
vwretd    1.931954
dtype: float64, 21588: const    -0.058057
vwretd    1.931074
dtype: float64, 21589: const     0.016143
vwretd    1.521532
dtype: float64, 21590: const     0.003161
vwretd    0.017548
dtype: float64, 21591: const    -0.006288
vwretd    1.055983
dtype: float64, 21592: const    -0.030138
vwretd   -0.129832
dtype: float64, 21593: const    -0.027403
vwretd   -0.283594
dtype: float64, 21594: const    -0.002831
vwretd    1.520925
dtype: float64, 21595: const    -0.032479
vwretd   -0.192395
dtype: float64, 21596: const     0.005281
vwretd    0.594999
dtype: float64, 21597: const     0.01359
vwretd    0.67555
dtype: float64, 21598: const    -0.022200
vwretd    1.403304
dtype: float64, 21599: const    -0.047559
vwretd    1.225960
dtype: float64, 21600: const     0.002313
vwretd    0.334251
dtype: float64, 21601: const    -0.095213
vwretd    1.951148
dtype: float64, 21602: const     0.004908
vwretd    1.017064
dtype: float64, 21603: const    -0.097887
vwretd    1.596716
dtype: float64, 21604: const    -0.076941
vwretd    0.370324
dtype: float64, 21605: const     0.015294
vwretd    0.319750
dtype: float64, 21606: const    -0.020457
vwretd   -0.037366
dtype: float64, 21607: const    -0.012652
vwretd    0.445592
dtype: float64, 21608: const    -0.035794
vwretd    1.721974
dtype: float64, 21609: const     0.011893
vwretd    2.748457
dtype: float64, 21610: const     0.000241
vwretd    1.418519
dtype: float64, 21611: const     0.006057
vwretd    0.772272
dtype: float64, 21612: const     0.051458
vwretd    0.992928
dtype: float64, 21613: const    -0.022463
vwretd    0.398157
dtype: float64, 21614: const    -0.029656
vwretd   -0.241100
dtype: float64, 21615: const     0.001259
vwretd    0.990382
dtype: float64, 21616: const    -0.017577
vwretd    1.299504
dtype: float64, 21617: const     0.005447
vwretd    1.161539
dtype: float64, 21618: const    -0.106409
vwretd    1.985086
dtype: float64, 21619: const     0.002634
vwretd    0.025244
dtype: float64, 21620: const    -0.007555
vwretd    1.147311
dtype: float64, 21621: const    -0.005195
vwretd    0.219895
dtype: float64, 21622: const    -0.008145
vwretd    0.502196
dtype: float64, 21623: const    -0.014728
vwretd    1.311310
dtype: float64, 21624: const    -0.104453
vwretd    0.693477
dtype: float64, 21625: const     0.003218
vwretd    0.003802
dtype: float64, 21626: const     0.043706
vwretd    2.313919
dtype: float64, 21627: const     0.011319
vwretd    1.345909
dtype: float64, 21628: const     0.003111
vwretd    0.026681
dtype: float64, 21629: const     0.006646
vwretd    0.842800
dtype: float64, 21630: const     0.021524
vwretd    0.377579
dtype: float64, 21631: const    -0.009446
vwretd    0.576532
dtype: float64, 21633: const     0.005830
vwretd    0.663031
dtype: float64, 21634: const    -0.085717
vwretd    2.615348
dtype: float64, 21635: const    -0.017174
vwretd    0.404866
dtype: float64, 21636: const    -0.009556
vwretd    0.337578
dtype: float64, 21637: const    -0.185396
vwretd    3.819203
dtype: float64, 21638: const     0.011060
vwretd    0.700093
dtype: float64, 21639: const    -0.007552
vwretd    0.256534
dtype: float64, 21640: const    -0.011926
vwretd    0.283237
dtype: float64, 21641: const    -0.103506
vwretd   -1.360436
dtype: float64, 21642: const     0.005970
vwretd    0.383563
dtype: float64, 21643: const    -0.000598
vwretd    1.150212
dtype: float64, 21644: const     0.002866
vwretd    0.037127
dtype: float64, 21645: const     0.004296
vwretd    0.932649
dtype: float64, 21646: const    -0.076447
vwretd    0.580362
dtype: float64, 21647: const    -0.005855
vwretd    0.251804
dtype: float64, 21648: const     0.008214
vwretd    0.162055
dtype: float64, 21649: const     0.000130
vwretd    0.976303
dtype: float64, 21650: const    -0.000062
vwretd    0.932873
dtype: float64, 21651: const     0.004098
vwretd    0.113396
dtype: float64, 21652: const    -0.012297
vwretd    1.064643
dtype: float64, 21653: const     0.000750
vwretd    1.101855
dtype: float64, 21654: const    -0.209729
vwretd    3.849730
dtype: float64, 21655: const     0.004488
vwretd    0.588166
dtype: float64, 21656: const     0.000474
vwretd    0.533250
dtype: float64, 21657: const     0.002788
vwretd    0.934732
dtype: float64, 21658: const     0.002111
vwretd    1.014059
dtype: float64, 21659: const    -0.036857
vwretd    0.977791
dtype: float64, 21660: const     0.003763
vwretd    0.927048
dtype: float64, 21661: const     0.004399
vwretd    0.785451
dtype: float64, 21662: const     0.005796
vwretd    0.740720
dtype: float64, 21663: const    -0.055385
vwretd    1.071601
dtype: float64, 21664: const     0.003671
vwretd   -0.051388
dtype: float64, 21665: const     0.003419
vwretd    0.024649
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vwretd    0.899092
dtype: float64, 21667: const     0.000520
vwretd    0.939177
dtype: float64, 21668: const     0.005938
vwretd    0.579958
dtype: float64, 21669: const     0.004712
vwretd    0.440238
dtype: float64, 21670: const     0.000142
vwretd    0.469137
dtype: float64, 21671: const     0.002989
vwretd    0.030223
dtype: float64, 21672: const    -0.009211
vwretd    0.204115
dtype: float64, 21673: const    -0.010140
vwretd    0.478315
dtype: float64, 21674: const    -0.003402
vwretd    0.984807
dtype: float64, 21675: const    -0.000595
vwretd    0.412138
dtype: float64, 21676: const    -0.018958
vwretd    2.788413
dtype: float64, 21677: const    -0.011351
vwretd    0.577471
dtype: float64, 21678: const    -0.008163
vwretd    0.712592
dtype: float64, 21679: const     0.012159
vwretd    1.521063
dtype: float64, 21680: const     0.010504
vwretd    1.235145
dtype: float64, 21681: const     0.002422
vwretd    0.742780
dtype: float64, 21682: const     0.001633
vwretd    0.453239
dtype: float64, 21683: const    -0.069403
vwretd    0.687208
dtype: float64, 21684: const    -0.088410
vwretd    0.287938
dtype: float64, 21685: const     0.055661
vwretd    1.375419
dtype: float64, 21686: const    -0.035049
vwretd    0.366231
dtype: float64, 21687: const    -0.001077
vwretd   -0.070549
dtype: float64, 21688: const    -0.004667
vwretd    1.329698
dtype: float64, 21689: const     0.005030
vwretd    1.501789
dtype: float64, 21690: const    -0.000663
vwretd    1.384263
dtype: float64, 21691: const    -0.034627
vwretd    1.167530
dtype: float64, 21692: const     0.052730
vwretd    2.118277
dtype: float64, 21693: const    -0.013589
vwretd    1.139323
dtype: float64, 21694: const     0.016288
vwretd    0.492859
dtype: float64, 21695: const     0.010371
vwretd   -2.719168
dtype: float64, 21696: const     0.001637
vwretd    0.851471
dtype: float64, 21697: const     0.041852
vwretd    3.241796
dtype: float64, 21698: const     0.053086
vwretd    1.636641
dtype: float64, 21699: const    -0.001953
vwretd   -0.123269
dtype: float64, 21700: const     0.003652
vwretd    0.027527
dtype: float64, 21701: const    -0.050311
vwretd   -0.448359
dtype: float64, 21702: const    -0.087169
vwretd    2.162587
dtype: float64, 21703: const    -0.005986
vwretd    0.408734
dtype: float64, 21704: const     0.004207
vwretd   -0.010646
dtype: float64, 21705: const    -0.059676
vwretd    0.061861
dtype: float64, 21706: const     0.004090
vwretd    0.029056
dtype: float64, 21707: const     0.001157
vwretd    1.870223
dtype: float64, 21708: const    -0.002204
vwretd    0.169111
dtype: float64, 21709: const     0.002844
vwretd    1.233498
dtype: float64, 21711: const     0.003508
vwretd    0.016555
dtype: float64, 21712: const     0.043713
vwretd    2.904245
dtype: float64, 21713: const    -0.030157
vwretd    0.092559
dtype: float64, 21714: const    -0.148381
vwretd    1.524031
dtype: float64, 21715: const    -0.005910
vwretd   -0.114371
dtype: float64, 21716: const     0.000135
vwretd    0.613447
dtype: float64, 21717: const     0.005648
vwretd    0.411046
dtype: float64, 21718: const     0.028425
vwretd    1.080099
dtype: float64, 21719: const     0.003605
vwretd    0.011538
dtype: float64, 21720: const    -0.039823
vwretd    1.918442
dtype: float64, 21721: const     0.003862
vwretd    0.675102
dtype: float64, 21722: const    -0.028218
vwretd    2.150012
dtype: float64, 21723: const    -0.023196
vwretd    1.234556
dtype: float64, 21724: const    -0.102511
vwretd    2.073542
dtype: float64, 21725: const     0.001399
vwretd    1.716185
dtype: float64, 21726: const     0.008486
vwretd    1.032355
dtype: float64, 21727: const    -0.003620
vwretd    1.708076
dtype: float64, 21728: const    -0.009434
vwretd    0.270929
dtype: float64, 21729: const     0.027766
vwretd   -0.398747
dtype: float64, 21730: const    -0.048115
vwretd    1.348014
dtype: float64, 21731: const     0.124422
vwretd    2.613121
dtype: float64, 21732: const    -0.006517
vwretd   -2.834090
dtype: float64, 21733: const     0.008621
vwretd    1.339003
dtype: float64, 21734: const     0.017362
vwretd    0.871339
dtype: float64, 21735: const    -0.013654
vwretd    0.287216
dtype: float64, 21736: const     0.271945
vwretd   -1.014289
dtype: float64, 21737: const    -0.041470
vwretd    0.616213
dtype: float64, 21738: const    -0.003594
vwretd    1.153004
dtype: float64, 21739: const     0.00648
vwretd    0.03352
dtype: float64, 21740: const     0.001756
vwretd    0.020148
dtype: float64, 21741: const    -0.013609
vwretd    1.572998
dtype: float64, 21742: const     0.009491
vwretd    0.690487
dtype: float64, 21743: const    -0.144122
vwretd   -0.147739
dtype: float64, 21744: const     0.013362
vwretd   -0.383200
dtype: float64, 21745: const    -0.003665
vwretd    0.221995
dtype: float64, 21746: const     0.035477
vwretd    0.449236
dtype: float64, 21747: const     0.122565
vwretd    1.002353
dtype: float64, 21748: const    -0.098435
vwretd    1.069705
dtype: float64, 21749: const    -0.081299
vwretd    1.284328
dtype: float64, 21750: const     0.007249
vwretd    0.254243
dtype: float64, 21751: const     0.004122
vwretd    0.027026
dtype: float64, 21752: const     0.005020
vwretd    0.002183
dtype: float64, 21753: const     0.000391
vwretd    0.111350
dtype: float64, 21754: const    -0.001854
vwretd    1.725754
dtype: float64, 21755: const     0.002818
vwretd    0.012470
dtype: float64, 21756: const    -0.083930
vwretd    0.421175
dtype: float64, 21757: const    -0.167844
vwretd    1.115191
dtype: float64, 21758: const    -0.007614
vwretd   -0.853389
dtype: float64, 21759: const    -0.019332
vwretd   -1.769818
dtype: float64, 21760: const    -0.065735
vwretd   -0.649565
dtype: float64, 21761: const    -0.134074
vwretd    0.597136
dtype: float64, 21762: const     0.028283
vwretd    0.273639
dtype: float64, 21763: const    -0.100017
vwretd    1.228843
dtype: float64, 21764: const     0.036310
vwretd    1.653452
dtype: float64, 21765: const     0.002571
vwretd    0.013973
dtype: float64, 21766: const     0.003947
vwretd    0.027595
dtype: float64, 21767: const    -0.046138
vwretd    1.439505
dtype: float64, 21768: const     0.004607
vwretd    0.957648
dtype: float64, 21769: const    -0.088780
vwretd    1.851451
dtype: float64, 21770: const    -0.020560
vwretd    1.604204
dtype: float64, 21771: const    -0.131691
vwretd    0.169164
dtype: float64, 21772: const     0.001864
vwretd   -0.010838
dtype: float64, 21773: const    -0.004512
vwretd    0.843903
dtype: float64, 21774: const     0.011374
vwretd    0.115367
dtype: float64, 21775: const    -0.000745
vwretd    0.089204
dtype: float64, 21776: const     0.004971
vwretd    0.443819
dtype: float64, 21777: const     0.024008
vwretd    1.665271
dtype: float64, 21778: const    -0.051627
vwretd    0.933193
dtype: float64, 21779: const    -0.130542
vwretd    0.961145
dtype: float64, 21780: const    -0.056764
vwretd    1.296421
dtype: float64, 21781: const    -0.003508
vwretd    0.487871
dtype: float64, 21782: const    -0.012926
vwretd    1.169631
dtype: float64, 21783: const    -0.077073
vwretd    0.592631
dtype: float64, 21784: const    -0.009067
vwretd    1.532766
dtype: float64, 21785: const    -0.000043
vwretd    1.043083
dtype: float64, 21786: const    -0.075610
vwretd    0.629443
dtype: float64, 21787: const    -0.035626
vwretd    1.289141
dtype: float64, 21788: const    -0.086976
vwretd    1.604062
dtype: float64, 21789: const    -0.029941
vwretd   -0.177286
dtype: float64, 21790: const    -0.088426
vwretd    1.013099
dtype: float64, 21791: const    -0.038561
vwretd    0.391478
dtype: float64, 21792: const     0.004240
vwretd    0.647644
dtype: float64, 21793: const     0.018562
vwretd    0.578614
dtype: float64, 21794: const    -0.239985
vwretd    0.696982
dtype: float64, 21795: const     0.003033
vwretd    0.042519
dtype: float64, 21796: const     0.004045
vwretd    1.127061
dtype: float64, 21797: const     0.000567
vwretd    0.013710
dtype: float64, 21798: const     0.002294
vwretd    0.991570
dtype: float64, 21799: const    -0.03246
vwretd    1.24694
dtype: float64, 21800: const     0.007536
vwretd    0.863091
dtype: float64, 21801: const    -0.001570
vwretd    0.756064
dtype: float64, 21802: const    -0.005616
vwretd    0.314234
dtype: float64, 21803: const    -0.001064
vwretd    0.479555
dtype: float64, 21804: const     0.002171
vwretd    0.932108
dtype: float64, 21805: const     0.011077
vwretd    1.261491
dtype: float64, 21806: const     0.009084
vwretd    1.344981
dtype: float64, 21807: const    -0.055411
vwretd   -0.141256
dtype: float64, 21808: const    -0.006430
vwretd    0.170369
dtype: float64, 21809: const    -0.010704
vwretd    1.966228
dtype: float64, 21810: const     0.027144
vwretd    0.455449
dtype: float64, 21811: const    -0.016890
vwretd    1.294545
dtype: float64, 21812: const     0.009506
vwretd    0.936429
dtype: float64, 21813: const    -0.002146
vwretd    1.229778
dtype: float64, 21814: const    -0.000104
vwretd    0.985277
dtype: float64, 21815: const    -0.006124
vwretd    1.190952
dtype: float64, 21816: const    -0.019299
vwretd    0.951475
dtype: float64, 21817: const     0.016063
vwretd    1.494118
dtype: float64, 21818: const     0.015607
vwretd    1.271128
dtype: float64, 21819: const     0.006394
vwretd    0.897724
dtype: float64, 21820: const     0.004125
vwretd    0.022038
dtype: float64, 21821: const     0.004112
vwretd    0.650464
dtype: float64, 21822: const     0.004231
vwretd    0.023993
dtype: float64, 21823: const     0.004337
vwretd   -0.003543
dtype: float64, 21824: const     0.004856
vwretd    0.037923
dtype: float64, 21825: const     0.003892
vwretd    0.023816
dtype: float64, 21826: const    -0.234863
vwretd    1.470371
dtype: float64, 21827: const    -0.033867
vwretd    0.616245
dtype: float64, 21828: const    -0.094306
vwretd   -0.082362
dtype: float64, 21829: const    -0.124682
vwretd    1.178678
dtype: float64, 21830: const    -0.020704
vwretd    1.160049
dtype: float64, 21831: const    -0.095115
vwretd    0.973299
dtype: float64, 21832: const    -0.042841
vwretd    1.246796
dtype: float64, 21833: const     0.003425
vwretd    0.030137
dtype: float64, 21834: const    -0.032094
vwretd    0.833335
dtype: float64, 21835: const     0.018408
vwretd   -0.790434
dtype: float64, 21836: const    -0.110379
vwretd   -0.665104
dtype: float64, 21837: const    -0.159670
vwretd    1.444519
dtype: float64, 21838: const    -0.031362
vwretd    0.567162
dtype: float64, 21839: const     0.002008
vwretd   -0.002761
dtype: float64, 21840: const     0.003020
vwretd   -0.011713
dtype: float64, 21841: const    -0.075255
vwretd    1.357625
dtype: float64, 21842: const    -0.031202
vwretd    0.729918
dtype: float64, 21843: const    -0.030648
vwretd    1.038860
dtype: float64, 21844: const     0.018703
vwretd    2.178800
dtype: float64, 21845: const     0.004113
vwretd    0.021389
dtype: float64, 21846: const     0.003333
vwretd    0.012352
dtype: float64, 21848: const    -0.034901
vwretd    1.838760
dtype: float64, 21849: const     0.008905
vwretd    2.493756
dtype: float64, 21850: const     0.00787
vwretd    0.14419
dtype: float64, 21851: const     0.001574
vwretd   -0.061553
dtype: float64, 21852: const     0.002850
vwretd    0.036443
dtype: float64, 21853: const    -0.028761
vwretd   -0.003298
dtype: float64, 21854: const     0.003633
vwretd    0.039040
dtype: float64, 21855: const     0.004224
vwretd    0.015058
dtype: float64, 21856: const     0.000990
vwretd    1.113028
dtype: float64, 21857: const     0.008681
vwretd    1.126667
dtype: float64, 21858: const     0.002589
vwretd    0.011614
dtype: float64, 21859: const     0.004854
vwretd    0.041681
dtype: float64, 21860: const    -0.087351
vwretd    0.698557
dtype: float64, 21861: const     0.016598
vwretd   -0.140541
dtype: float64, 21862: const    -0.067095
vwretd    1.525016
dtype: float64, 21863: const    -0.063640
vwretd    0.362226
dtype: float64, 21864: const    -0.005958
vwretd    1.551173
dtype: float64, 21866: const     0.076813
vwretd    2.486956
dtype: float64, 21867: const     0.045039
vwretd    0.859547
dtype: float64, 21868: const    -0.006101
vwretd    0.491279
dtype: float64, 21869: const    -0.007814
vwretd    0.337941
dtype: float64, 21870: const    -0.010734
vwretd    0.835355
dtype: float64, 21871: const     0.001960
vwretd   -0.033226
dtype: float64, 21872: const    -0.000947
vwretd    1.211574
dtype: float64, 21873: const     0.006325
vwretd    0.112877
dtype: float64, 21874: const    -0.027012
vwretd    0.595517
dtype: float64, 21875: const    -0.012910
vwretd    0.322787
dtype: float64, 21876: const     0.003321
vwretd    0.011394
dtype: float64, 21877: const     0.003059
vwretd    0.032463
dtype: float64, 21878: const    -0.030269
vwretd    1.123375
dtype: float64, 21879: const    -0.105229
vwretd    1.007712
dtype: float64, 21880: const    -0.014811
vwretd    1.225442
dtype: float64, 21881: const    -0.026158
vwretd   -0.087379
dtype: float64, 21882: const     0.036108
vwretd    0.125996
dtype: float64, 21883: const     0.003921
vwretd    0.010366
dtype: float64, 21884: const     0.003263
vwretd   -0.019846
dtype: float64, 21885: const    -0.156203
vwretd   -0.275653
dtype: float64, 21886: const    -0.064401
vwretd    0.527957
dtype: float64, 21887: const    -0.160294
vwretd   -0.249751
dtype: float64, 21888: const     0.002703
vwretd    0.013721
dtype: float64, 21889: const    -0.272292
vwretd    0.848449
dtype: float64, 21890: const    -0.031543
vwretd    1.834897
dtype: float64, 21891: const    -0.070055
vwretd    0.201131
dtype: float64, 21892: const     0.035711
vwretd    0.773004
dtype: float64, 21893: const    -0.057615
vwretd    0.799106
dtype: float64, 21894: const     0.040164
vwretd    1.216456
dtype: float64, 21895: const    -0.010538
vwretd    0.505118
dtype: float64, 21896: const     0.022049
vwretd    1.681155
dtype: float64, 21897: const    -0.033077
vwretd    0.671610
dtype: float64, 21898: const     0.005005
vwretd    0.528500
dtype: float64, 21899: const     0.001510
vwretd    0.674949
dtype: float64, 21900: const     0.040571
vwretd    1.018953
dtype: float64, 21901: const    -0.010225
vwretd    1.391420
dtype: float64, 21902: const    -0.003291
vwretd    3.805654
dtype: float64, 21903: const     0.059675
vwretd    3.038450
dtype: float64, 21904: const    -0.029182
vwretd    0.643258
dtype: float64, 21905: const    -0.047203
vwretd    1.868148
dtype: float64, 21906: const     0.033829
vwretd    0.851323
dtype: float64, 21907: const    -0.11086
vwretd   -1.52021
dtype: float64, 21908: const     0.002737
vwretd    0.046310
dtype: float64, 21909: const     0.002737
vwretd    0.015475
dtype: float64, 21910: const     0.003669
vwretd    0.009121
dtype: float64, 21911: const     0.004357
vwretd    0.031270
dtype: float64, 21912: const    -0.152337
vwretd   -0.467925
dtype: float64, 21913: const    -0.060682
vwretd    2.043807
dtype: float64, 21914: const     0.004631
vwretd    0.024011
dtype: float64, 21915: const     0.001936
vwretd    0.036297
dtype: float64, 21916: const    -0.023490
vwretd    1.840187
dtype: float64, 21917: const    -0.002776
vwretd    0.484518
dtype: float64, 21918: const     0.001184
vwretd    0.667921
dtype: float64, 21919: const     0.000989
vwretd    0.431423
dtype: float64, 21920: const    -0.160811
vwretd    0.867728
dtype: float64, 21921: const     0.000860
vwretd    0.025251
dtype: float64, 21922: const     0.018899
vwretd    1.526375
dtype: float64, 21923: const    -0.018087
vwretd    2.202581
dtype: float64, 21924: const     0.010029
vwretd    0.102683
dtype: float64, 21925: const     0.001967
vwretd    0.024057
dtype: float64, 21926: const     0.106781
vwretd    1.089814
dtype: float64, 21927: const    -0.066273
vwretd    3.152563
dtype: float64, 21928: const     0.004877
vwretd    0.483293
dtype: float64, 21929: const     0.037585
vwretd    1.472185
dtype: float64, 21930: const    -0.100761
vwretd   -1.142424
dtype: float64, 21931: const    -0.198166
vwretd    0.737020
dtype: float64, 21932: const     0.002671
vwretd   -0.014660
dtype: float64, 21933: const    -0.070318
vwretd    1.547186
dtype: float64, 21934: const     0.003138
vwretd    0.021762
dtype: float64, 21935: const    -0.050086
vwretd    1.368133
dtype: float64, 21936: const     0.005561
vwretd    0.893351
dtype: float64, 21937: const    -0.049468
vwretd   -0.366123
dtype: float64, 21938: const    -0.261161
vwretd    0.099597
dtype: float64, 21939: const    -0.060716
vwretd   -0.136080
dtype: float64, 21940: const    -0.113102
vwretd    0.499520
dtype: float64, 21941: const    -0.147345
vwretd    1.059752
dtype: float64, 21942: const    -0.003078
vwretd    2.392495
dtype: float64, 21943: const     0.001947
vwretd    0.031177
dtype: float64, 21944: const     0.015652
vwretd    1.409660
dtype: float64, 21945: const     0.005904
vwretd    1.026006
dtype: float64, 21946: const    -0.002574
vwretd    0.057411
dtype: float64, 21947: const    -0.249299
vwretd    1.638619
dtype: float64, 21948: const     0.005141
vwretd    0.029175
dtype: float64, 21949: const    -0.060528
vwretd    1.011892
dtype: float64, 21950: const    -0.014219
vwretd    1.358821
dtype: float64, 21951: const    -0.063917
vwretd   -0.725162
dtype: float64, 21952: const    -0.011964
vwretd    1.671818
dtype: float64, 21954: const     0.003039
vwretd    0.035755
dtype: float64, 21955: const    -0.049170
vwretd   -0.098493
dtype: float64, 21956: const     0.016595
vwretd    0.975565
dtype: float64, 21957: const     0.038514
vwretd    0.620546
dtype: float64, 21958: const     0.004173
vwretd   -0.031313
dtype: float64, 21959: const     0.105206
vwretd    0.546561
dtype: float64, 21960: const    -0.001652
vwretd    0.999219
dtype: float64, 21961: const    -0.040325
vwretd    0.642043
dtype: float64, 21962: const    -0.003841
vwretd   -0.512923
dtype: float64, 21963: const     0.002337
vwretd    0.013452
dtype: float64, 21964: const    -0.005827
vwretd    2.076235
dtype: float64, 21965: const    -0.183929
vwretd    0.608064
dtype: float64, 21966: const     0.003048
vwretd    0.006133
dtype: float64, 21967: const    -0.044425
vwretd    0.640860
dtype: float64, 21969: const     0.002843
vwretd    0.014031
dtype: float64, 21970: const     0.009214
vwretd    0.708432
dtype: float64, 21971: const     0.003556
vwretd    0.020075
dtype: float64, 21972: const    -0.033443
vwretd    0.438627
dtype: float64, 21973: const    -0.002632
vwretd    0.833310
dtype: float64, 21974: const     0.004027
vwretd    0.025761
dtype: float64, 21975: const    -0.076529
vwretd    1.545644
dtype: float64, 21976: const    -0.000312
vwretd    1.086273
dtype: float64, 21977: const    -0.010780
vwretd    0.748808
dtype: float64, 21978: const    -0.048110
vwretd    1.004622
dtype: float64, 21979: const     0.003549
vwretd    1.232977
dtype: float64, 21980: const     0.024800
vwretd    0.020439
dtype: float64, 21981: const    -0.003364
vwretd    0.513514
dtype: float64, 21982: const    -0.001867
vwretd    0.334227
dtype: float64, 21983: const     0.014084
vwretd    1.110742
dtype: float64, 21984: const    -0.009253
vwretd    0.846946
dtype: float64, 21985: const     0.009503
vwretd    0.966509
dtype: float64, 21986: const    -0.002470
vwretd    0.703665
dtype: float64, 21987: const     0.007907
vwretd    0.820449
dtype: float64, 21988: const     0.056293
vwretd   -3.858815
dtype: float64, 21989: const    -0.029769
vwretd    1.179407
dtype: float64, 21991: const     0.000199
vwretd    0.939640
dtype: float64, 21992: const     0.000235
vwretd    0.234811
dtype: float64, 21994: const     0.010327
vwretd    0.908362
dtype: float64, 21995: const    -0.001425
vwretd    1.545281
dtype: float64, 21996: const     0.021079
vwretd    0.340493
dtype: float64, 21997: const     0.003318
vwretd    0.847319
dtype: float64, 21998: const     0.033342
vwretd    2.274333
dtype: float64, 21999: const    -0.095171
vwretd    2.183551
dtype: float64, 22001: const    -0.007145
vwretd    1.173154
dtype: float64, 22002: const     0.011012
vwretd    1.491225
dtype: float64, 22003: const    -0.008460
vwretd    0.387646
dtype: float64, 22004: const    -0.026177
vwretd    1.220644
dtype: float64, 22006: const    -0.087656
vwretd    2.280896
dtype: float64, 22007: const     0.004386
vwretd    1.169126
dtype: float64, 22008: const     0.006306
vwretd    0.825184
dtype: float64, 22009: const     0.006639
vwretd    0.732473
dtype: float64, 22010: const    -0.004468
vwretd    0.888687
dtype: float64, 22011: const    -0.003012
vwretd    0.437422
dtype: float64, 22012: const     0.001081
vwretd    0.558292
dtype: float64, 22013: const     0.006029
vwretd    0.946858
dtype: float64, 22014: const     0.000536
vwretd    1.018229
dtype: float64, 22015: const     0.001565
vwretd    0.565103
dtype: float64, 22016: const     0.007735
vwretd    1.371221
dtype: float64, 22018: const    -0.024308
vwretd    1.032349
dtype: float64, 22019: const     0.004770
vwretd    0.517288
dtype: float64, 22020: const     0.000687
vwretd    0.322046
dtype: float64, 22021: const    -0.002951
vwretd    0.423135
dtype: float64, 22022: const    -0.002160
vwretd    0.349499
dtype: float64, 22023: const    -0.004172
vwretd    1.141427
dtype: float64, 22024: const     0.011217
vwretd    0.618568
dtype: float64, 22027: const     0.016912
vwretd    1.506768
dtype: float64, 22028: const    -0.006068
vwretd    0.227301
dtype: float64, 22029: const    -0.003870
vwretd    0.367926
dtype: float64, 22030: const     0.000096
vwretd    1.203085
dtype: float64, 22031: const     0.000174
vwretd    0.825007
dtype: float64, 22032: const     0.008160
vwretd    0.600639
dtype: float64, 22033: const     0.001023
vwretd    1.061094
dtype: float64, 22034: const     0.000908
vwretd    1.145075
dtype: float64, 22035: const    -0.018633
vwretd    0.072612
dtype: float64, 22036: const     0.002803
vwretd   -0.569551
dtype: float64, 22037: const     0.000214
vwretd    0.330228
dtype: float64, 22039: const    -0.026695
vwretd    0.678876
dtype: float64, 22040: const    -0.000470
vwretd    0.656761
dtype: float64, 22041: const    -0.000255
vwretd    0.481900
dtype: float64, 22042: const    -0.001314
vwretd    0.465467
dtype: float64, 22045: const    -0.011515
vwretd    1.031996
dtype: float64, 22046: const     0.011552
vwretd    0.962113
dtype: float64, 22048: const     0.000864
vwretd    0.291392
dtype: float64, 22049: const    -0.029480
vwretd    0.760941
dtype: float64, 22050: const     0.005329
vwretd    1.347585
dtype: float64, 22051: const     0.015338
vwretd    1.500652
dtype: float64, 22052: const    -0.002033
vwretd    0.376723
dtype: float64, 22053: const    -0.066078
vwretd   -1.949181
dtype: float64, 22054: const    -0.015723
vwretd    0.726730
dtype: float64, 22055: const    -0.005523
vwretd    0.272927
dtype: float64, 22056: const    -0.004929
vwretd    0.272219
dtype: float64, 22057: const     0.001159
vwretd    0.022829
dtype: float64, 22058: const     0.002632
vwretd    0.767048
dtype: float64, 22059: const     0.005215
vwretd    0.757988
dtype: float64, 22060: const    -0.007665
vwretd    0.280367
dtype: float64, 22061: const     0.006572
vwretd    0.744430
dtype: float64, 22065: const     0.018301
vwretd    1.249793
dtype: float64, 22066: const     0.003761
vwretd    0.850586
dtype: float64, 22067: const     0.004823
vwretd    2.959651
dtype: float64, 22068: const     0.001172
vwretd    0.264060
dtype: float64, 22069: const     0.001514
vwretd    0.052643
dtype: float64, 22070: const     0.004084
vwretd   -0.002971
dtype: float64, 22071: const     0.003381
vwretd    0.003796
dtype: float64, 22072: const     0.000863
vwretd    0.021972
dtype: float64, 22074: const    -0.004011
vwretd    1.397040
dtype: float64, 22075: const     0.007705
vwretd    0.705394
dtype: float64, 22076: const     0.00262
vwretd    0.00072
dtype: float64, 22077: const    -0.006832
vwretd    1.643402
dtype: float64, 22078: const     0.018747
vwretd   -0.172320
dtype: float64, 22079: const    -0.001149
vwretd    1.780143
dtype: float64, 22080: const     0.031758
vwretd    1.954941
dtype: float64, 22081: const     0.040761
vwretd    0.747415
dtype: float64, 22082: const     0.003487
vwretd    0.935302
dtype: float64, 22083: const     0.009005
vwretd    0.484733
dtype: float64, 22084: const     0.002615
vwretd   -0.909355
dtype: float64, 22085: const    -0.004469
vwretd    1.941180
dtype: float64, 22086: const    -0.020642
vwretd    0.206081
dtype: float64, 22087: const    -0.017878
vwretd    0.288780
dtype: float64, 22088: const     0.116640
vwretd    1.818714
dtype: float64, 22089: const    -0.035820
vwretd    1.816998
dtype: float64, 22090: const     0.006271
vwretd    1.167713
dtype: float64, 22091: const    -0.004049
vwretd    0.486462
dtype: float64, 22092: const     0.010647
vwretd    1.908465
dtype: float64, 22094: const     0.018803
vwretd   -0.617477
dtype: float64, 22095: const     0.003034
vwretd    0.607642
dtype: float64, 22096: const     0.021099
vwretd    2.648941
dtype: float64, 22097: const     0.008221
vwretd    0.777026
dtype: float64, 22098: const    -0.012518
vwretd    0.234504
dtype: float64, 22099: const     0.011128
vwretd    1.279896
dtype: float64, 22100: const     0.002824
vwretd    0.021310
dtype: float64, 22101: const    -0.018455
vwretd    0.753206
dtype: float64, 22103: const     0.002068
vwretd    1.140460
dtype: float64, 22104: const     0.008621
vwretd   -3.234393
dtype: float64, 22105: const    -0.016819
vwretd    0.902460
dtype: float64, 22106: const    -0.018859
vwretd    1.266185
dtype: float64, 22107: const     0.001524
vwretd    0.888952
dtype: float64, 22108: const    -0.019593
vwretd    0.742595
dtype: float64, 22109: const     0.016720
vwretd    1.159797
dtype: float64, 22110: const    -0.002907
vwretd    0.335364
dtype: float64, 22111: const     0.006676
vwretd    0.744289
dtype: float64, 22112: const    -0.017104
vwretd    0.790284
dtype: float64, 22113: const     0.001518
vwretd    0.733033
dtype: float64, 22114: const    -0.001661
vwretd    0.920883
dtype: float64, 22115: const    -0.043382
vwretd   -0.027935
dtype: float64, 22116: const     0.004918
vwretd    1.273741
dtype: float64, 22117: const     0.002264
vwretd    1.328558
dtype: float64, 22118: const     0.008093
vwretd    1.004213
dtype: float64, 22119: const    -0.002611
vwretd    0.998247
dtype: float64, 22120: const    -0.009091
vwretd    1.106497
dtype: float64, 22121: const    -0.002059
vwretd    0.436141
dtype: float64, 22122: const     0.004785
vwretd    0.582509
dtype: float64, 22123: const     0.004562
vwretd    0.506329
dtype: float64, 22124: const    -0.004194
vwretd    0.489539
dtype: float64, 22125: const    -0.003443
vwretd    1.008459
dtype: float64, 22126: const     0.001993
vwretd    0.607831
dtype: float64, 22127: const     0.003251
vwretd    0.045515
dtype: float64, 22128: const    -0.010743
vwretd    1.588625
dtype: float64, 22129: const    -0.058256
vwretd    1.522219
dtype: float64, 22130: const    -0.099348
vwretd    1.919262
dtype: float64, 22131: const     0.010254
vwretd    0.924867
dtype: float64, 22132: const    -0.102359
vwretd    2.591898
dtype: float64, 22133: const     0.005716
vwretd    0.005865
dtype: float64, 22134: const    -0.006139
vwretd    0.021329
dtype: float64, 22135: const     0.012630
vwretd    0.771565
dtype: float64, 22137: const    -0.024896
vwretd    0.859280
dtype: float64, 22138: const     0.002618
vwretd    1.041942
dtype: float64, 22139: const     0.006550
vwretd    0.161076
dtype: float64, 22140: const    -0.011742
vwretd    1.300319
dtype: float64, 22141: const    -0.000746
vwretd    0.200962
dtype: float64, 22142: const     0.011113
vwretd    0.409135
dtype: float64, 22143: const     0.006974
vwretd    0.369963
dtype: float64, 22144: const     0.00262
vwretd    0.35776
dtype: float64, 22145: const    -0.009406
vwretd    0.443641
dtype: float64, 22146: const    -0.014785
vwretd    1.761922
dtype: float64, 22147: const     0.031370
vwretd    0.086007
dtype: float64, 22148: const     0.004436
vwretd    0.054330
dtype: float64, 22149: const     0.019941
vwretd    1.204336
dtype: float64, 22150: const    -0.068010
vwretd    1.694175
dtype: float64, 22151: const     0.003485
vwretd    1.506559
dtype: float64, 22152: const    -0.002623
vwretd    1.500033
dtype: float64, 22153: const    -0.005614
vwretd    1.001427
dtype: float64, 22154: const    -0.003164
vwretd    1.131410
dtype: float64, 22155: const     0.005226
vwretd    0.786012
dtype: float64, 22156: const     0.010934
vwretd    0.666659
dtype: float64, 22158: const     0.074063
vwretd    3.301894
dtype: float64, 22159: const     0.008672
vwretd    0.624474
dtype: float64, 22160: const     0.000965
vwretd   -0.331043
dtype: float64, 22161: const    -0.062941
vwretd    1.067967
dtype: float64, 22162: const    -0.004298
vwretd    1.459250
dtype: float64, 22163: const     0.009422
vwretd    0.951896
dtype: float64, 22164: const     0.005782
vwretd    1.022212
dtype: float64, 22165: const    -0.081140
vwretd   -0.385116
dtype: float64, 22166: const     0.004616
vwretd    0.089272
dtype: float64, 22167: const     0.004208
vwretd    0.040749
dtype: float64, 22168: const    -0.146976
vwretd    2.333323
dtype: float64, 22169: const    -0.046581
vwretd    1.007713
dtype: float64, 22170: const     0.000935
vwretd    1.172515
dtype: float64, 22171: const     0.017394
vwretd    0.514442
dtype: float64, 22172: const     0.003677
vwretd    0.038723
dtype: float64, 22173: const     0.003512
vwretd   -0.006022
dtype: float64, 22174: const    -0.056091
vwretd    1.873618
dtype: float64, 22175: const    -0.128126
vwretd    0.523559
dtype: float64, 22176: const    -0.004384
vwretd    0.863049
dtype: float64, 22177: const    -0.106578
vwretd    0.789769
dtype: float64, 22178: const    -0.072675
vwretd    1.286373
dtype: float64, 22179: const    -0.027868
vwretd    0.928586
dtype: float64, 22180: const     0.00277
vwretd    0.03218
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vwretd   -0.039057
dtype: float64, 22182: const    -0.035230
vwretd    1.034645
dtype: float64, 22183: const    -0.062734
vwretd   -0.625696
dtype: float64, 22184: const    -0.038918
vwretd   -0.466864
dtype: float64, 22185: const    -0.237491
vwretd   -0.972282
dtype: float64, 22186: const    -0.147841
vwretd    0.682647
dtype: float64, 22187: const     0.002842
vwretd    0.006028
dtype: float64, 22188: const     0.002856
vwretd    0.014188
dtype: float64, 22189: const    -0.000343
vwretd    1.617409
dtype: float64, 22190: const     0.007028
vwretd    0.684171
dtype: float64, 22191: const    -0.066157
vwretd    1.669805
dtype: float64, 22192: const     0.003239
vwretd    0.022310
dtype: float64, 22193: const    -0.010216
vwretd    0.171033
dtype: float64, 22194: const     0.034658
vwretd    2.206622
dtype: float64, 22195: const    -0.008473
vwretd    0.137774
dtype: float64, 22196: const    -0.027668
vwretd    2.047873
dtype: float64, 22197: const     0.005281
vwretd    1.098254
dtype: float64, 22198: const     0.006877
vwretd    0.989010
dtype: float64, 22199: const     0.055617
vwretd    1.200094
dtype: float64, 22200: const    -0.174539
vwretd    0.935864
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vwretd    0.002803
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vwretd    0.001557
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vwretd   -0.298062
dtype: float64, 22204: const     0.023282
vwretd    1.405323
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vwretd    0.524256
dtype: float64, 22206: const     0.042489
vwretd    2.587062
dtype: float64, 22207: const    -0.034866
vwretd   -0.060637
dtype: float64, 22208: const    -0.008576
vwretd    0.450873
dtype: float64, 22209: const    -0.155978
vwretd   -1.541379
dtype: float64, 22210: const     0.072088
vwretd    0.047204
dtype: float64, 22211: const     0.003283
vwretd    1.534920
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vwretd    0.028451
dtype: float64, 22213: const    -0.013575
vwretd    2.426982
dtype: float64, 22214: const    -0.049540
vwretd    3.785074
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vwretd    1.115237
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vwretd    0.020355
dtype: float64, 22217: const    -0.082449
vwretd   -0.224625
dtype: float64, 22218: const     0.002447
vwretd    1.034496
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vwretd   -0.567381
dtype: float64, 22220: const    -0.038878
vwretd    2.239056
dtype: float64, 22221: const     0.028545
vwretd    1.608835
dtype: float64, 22222: const    -0.077182
vwretd    1.435676
dtype: float64, 22223: const     0.005234
vwretd    0.041261
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vwretd   -0.019048
dtype: float64, 22225: const     0.004862
vwretd   -0.025422
dtype: float64, 22226: const    -0.000328
vwretd    1.039465
dtype: float64, 22227: const     0.016743
vwretd    0.230506
dtype: float64, 22228: const     0.004259
vwretd   -0.008056
dtype: float64, 22229: const    -0.062323
vwretd    0.582008
dtype: float64, 22230: const    -0.002087
vwretd    1.043657
dtype: float64, 22231: const    -0.006249
vwretd    1.158935
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vwretd    0.368249
dtype: float64, 22233: const     0.003389
vwretd   -0.014720
dtype: float64, 22234: const     0.000251
vwretd    1.051557
dtype: float64, 22235: const     0.022054
vwretd    0.203619
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vwretd    1.203512
dtype: float64, 22237: const    -0.002861
vwretd    1.280988
dtype: float64, 22238: const    -0.167776
vwretd    3.225422
dtype: float64, 22239: const    -0.026757
vwretd    1.015052
dtype: float64, 22240: const    -0.030013
vwretd    2.094262
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vwretd   -0.035850
dtype: float64, 22242: const    -0.000011
vwretd    1.643485
dtype: float64, 22243: const     0.002855
vwretd    0.835854
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vwretd   -1.513853
dtype: float64, 22245: const    -0.016609
vwretd    0.855072
dtype: float64, 22246: const    -0.002947
vwretd    0.262004
dtype: float64, 22247: const    -0.002029
vwretd    0.377384
dtype: float64, 22248: const     0.037936
vwretd    2.162471
dtype: float64, 22249: const    -0.003186
vwretd    0.285558
dtype: float64, 22250: const    -0.002274
vwretd    1.073981
dtype: float64, 22251: const    -0.000131
vwretd    1.639572
dtype: float64, 22252: const    -0.204528
vwretd   -0.539205
dtype: float64, 22253: const     0.000096
vwretd   -0.027177
dtype: float64, 22254: const    -0.133537
vwretd    1.204482
dtype: float64, 22255: const    -0.008194
vwretd   -1.514694
dtype: float64, 22256: const     0.136883
vwretd   -1.169449
dtype: float64, 22257: const     0.005166
vwretd    0.014338
dtype: float64, 22258: const    -0.026849
vwretd   -1.036919
dtype: float64, 22259: const    -0.054314
vwretd   -0.608766
dtype: float64, 22260: const    -0.072271
vwretd    2.432094
dtype: float64, 22261: const    -0.058176
vwretd   -0.646068
dtype: float64, 22262: const     0.115824
vwretd    1.686581
dtype: float64, 22263: const     0.014421
vwretd    2.317938
dtype: float64, 22264: const    -0.048053
vwretd    0.917376
dtype: float64, 22265: const    -0.034654
vwretd    1.880924
dtype: float64, 22266: const    -0.106829
vwretd    0.538725
dtype: float64, 22267: const    -0.019818
vwretd    0.109833
dtype: float64, 22268: const    -0.055983
vwretd    1.606656
dtype: float64, 22269: const    -0.002404
vwretd    1.525580
dtype: float64, 22270: const    -0.002508
vwretd    1.710455
dtype: float64, 22271: const     0.003767
vwretd    0.004627
dtype: float64, 22272: const     0.004699
vwretd    0.068375
dtype: float64, 22273: const      0.48249
vwretd   -10.80943
dtype: float64, 22274: const    -0.120433
vwretd   -0.006574
dtype: float64, 22275: const     0.004273
vwretd    0.024296
dtype: float64, 22276: const     0.003034
vwretd   -0.015381
dtype: float64, 22277: const     0.002597
vwretd    0.929995
dtype: float64, 22278: const    -0.000559
vwretd    0.872597
dtype: float64, 22279: const     0.003782
vwretd    0.023307
dtype: float64, 22280: const     0.008117
vwretd    0.216981
dtype: float64, 22281: const     0.287143
vwretd   -4.249177
dtype: float64, 22282: const     0.003346
vwretd    0.024710
dtype: float64, 22283: const    -0.067091
vwretd    1.894439
dtype: float64, 22284: const    -0.110040
vwretd    1.286702
dtype: float64, 22285: const    -0.006158
vwretd    1.522692
dtype: float64, 22286: const    -0.200767
vwretd    0.102839
dtype: float64, 22287: const     0.014917
vwretd    0.270351
dtype: float64, 22288: const     0.005146
vwretd    0.031906
dtype: float64, 22289: const    -0.041756
vwretd    0.731050
dtype: float64, 22290: const    -0.100562
vwretd    2.528291
dtype: float64, 22291: const    -0.048259
vwretd   -0.124257
dtype: float64, 22292: const     0.004268
vwretd    0.028374
dtype: float64, 22293: const    -0.000359
vwretd    1.384672
dtype: float64, 22294: const     0.164609
vwretd    0.771506
dtype: float64, 22295: const     0.103881
vwretd    1.646552
dtype: float64, 22296: const    -0.087573
vwretd    0.156435
dtype: float64, 22297: const    -0.166758
vwretd    2.610164
dtype: float64, 22298: const     0.028198
vwretd    1.465768
dtype: float64, 22299: const     0.003332
vwretd   -0.023341
dtype: float64, 22300: const     0.007656
vwretd    0.801059
dtype: float64, 22301: const    -0.035519
vwretd    1.087978
dtype: float64, 22302: const    -0.002270
vwretd   -0.132533
dtype: float64, 22303: const     0.002091
vwretd    0.067475
dtype: float64, 22304: const     0.004775
vwretd    0.008482
dtype: float64, 22305: const     0.003985
vwretd    0.043173
dtype: float64, 22306: const     0.002834
vwretd    1.147623
dtype: float64, 22307: const    -0.013198
vwretd    0.747337
dtype: float64, 22308: const    -0.002054
vwretd   -0.078273
dtype: float64, 22309: const     0.003692
vwretd    0.000195
dtype: float64, 22310: const     0.000400
vwretd    1.320697
dtype: float64, 22311: const    -0.082663
vwretd    1.655677
dtype: float64, 22312: const    -0.089264
vwretd    0.524729
dtype: float64, 22313: const     0.004916
vwretd   -0.005777
dtype: float64, 22314: const     0.008487
vwretd    1.344422
dtype: float64, 22315: const     0.014462
vwretd    0.440852
dtype: float64, 22316: const    -0.157165
vwretd    0.250687
dtype: float64, 22317: const     0.004518
vwretd   -0.000822
dtype: float64, 22318: const     0.004486
vwretd    0.018570
dtype: float64, 22319: const    -0.059849
vwretd    0.481610
dtype: float64, 22320: const     0.005800
vwretd    3.290751
dtype: float64, 22321: const    -0.198427
vwretd    0.758314
dtype: float64, 22322: const    -0.000123
vwretd    1.350603
dtype: float64, 22323: const     0.015709
vwretd    1.106610
dtype: float64, 22324: const    -0.179318
vwretd    0.241130
dtype: float64, 22325: const    -0.011920
vwretd    0.023117
dtype: float64, 22326: const     0.005655
vwretd   -0.253541
dtype: float64, 22327: const    -0.050660
vwretd    2.370648
dtype: float64, 22328: const    -0.043583
vwretd    1.746074
dtype: float64, 22329: const    -0.188527
vwretd    0.731158
dtype: float64, 22330: const     0.002613
vwretd    0.615790
dtype: float64, 22331: const     0.040361
vwretd    0.011101
dtype: float64, 22332: const     0.003641
vwretd    0.035754
dtype: float64, 22333: const    -0.083827
vwretd    1.786252
dtype: float64, 22334: const     0.001300
vwretd    0.141491
dtype: float64, 22335: const     0.002768
vwretd    0.016513
dtype: float64, 22336: const     0.002950
vwretd    0.011228
dtype: float64, 22338: const    -0.141861
vwretd   -0.394521
dtype: float64, 22339: const     0.003072
vwretd    0.011529
dtype: float64, 22340: const     0.005885
vwretd    0.007845
dtype: float64, 22341: const     0.003776
vwretd    0.011010
dtype: float64, 22342: const    -0.084337
vwretd    0.565845
dtype: float64, 22343: const    -0.056760
vwretd    1.348969
dtype: float64, 22344: const     0.092277
vwretd    1.883124
dtype: float64, 22345: const    -0.035046
vwretd    0.443825
dtype: float64, 22346: const     0.003889
vwretd    0.036971
dtype: float64, 22347: const    -0.087429
vwretd    1.424540
dtype: float64, 22348: const    -0.079274
vwretd    2.090339
dtype: float64, 22349: const     0.005025
vwretd    1.055032
dtype: float64, 22350: const    -0.073393
vwretd    4.890263
dtype: float64, 22351: const     0.002828
vwretd    3.198228
dtype: float64, 22352: const    -0.130521
vwretd    2.059038
dtype: float64, 22353: const    -0.057914
vwretd    2.987120
dtype: float64, 22354: const     0.000025
vwretd    0.574553
dtype: float64, 22355: const     0.005878
vwretd    0.025788
dtype: float64, 22356: const    -0.131877
vwretd    2.154000
dtype: float64, 22357: const     0.003116
vwretd    1.446588
dtype: float64, 22358: const     0.036739
vwretd    1.531124
dtype: float64, 22359: const     0.003848
vwretd    0.000610
dtype: float64, 22360: const     0.015836
vwretd    2.136550
dtype: float64, 22361: const    -0.003440
vwretd    1.714395
dtype: float64, 22362: const     0.005796
vwretd    2.591906
dtype: float64, 22363: const     0.014117
vwretd    0.654744
dtype: float64, 22364: const    -0.009354
vwretd    0.130056
dtype: float64, 22365: const    -0.004673
vwretd    1.273923
dtype: float64, 22366: const     0.005085
vwretd    2.059593
dtype: float64, 22367: const    -0.002017
vwretd    0.042865
dtype: float64, 22368: const    -0.011362
vwretd    0.126289
dtype: float64, 22369: const     0.001318
vwretd   -1.534126
dtype: float64, 22370: const     0.003853
vwretd   -0.051059
dtype: float64, 22371: const     0.001156
vwretd    0.162186
dtype: float64, 22372: const    -0.005202
vwretd    0.480754
dtype: float64, 22373: const     0.001771
vwretd    1.331614
dtype: float64, 22374: const     0.006165
vwretd    1.292439
dtype: float64, 22375: const    -0.001179
vwretd    0.115467
dtype: float64, 22376: const    -0.005008
vwretd    0.323610
dtype: float64, 22377: const     0.023214
vwretd    1.315481
dtype: float64, 22378: const     0.003601
vwretd    0.000150
dtype: float64, 22379: const    -0.003623
vwretd   -0.034128
dtype: float64, 22380: const     0.004330
vwretd    0.063658
dtype: float64, 22381: const    -0.002048
vwretd    0.578445
dtype: float64, 22382: const     0.003516
vwretd    0.888747
dtype: float64, 22383: const     0.000916
vwretd    0.154223
dtype: float64, 22384: const     0.002663
vwretd   -0.046793
dtype: float64, 22385: const    -0.006001
vwretd    1.021310
dtype: float64, 22386: const     0.016571
vwretd    0.743934
dtype: float64, 22387: const    -0.011239
vwretd    1.053096
dtype: float64, 22388: const    -0.004974
vwretd    1.069797
dtype: float64, 22389: const     0.000553
vwretd    1.108799
dtype: float64, 22390: const     0.003334
vwretd   -0.011847
dtype: float64, 22392: const     0.006823
vwretd    1.095477
dtype: float64, 22393: const    -0.004022
vwretd    0.449977
dtype: float64, 22394: const    -0.000189
vwretd    0.289423
dtype: float64, 22395: const     0.004877
vwretd    0.026313
dtype: float64, 22396: const    -0.006035
vwretd    1.005347
dtype: float64, 22397: const     0.000433
vwretd    1.222944
dtype: float64, 22398: const     0.003312
vwretd    0.348303
dtype: float64, 22399: const    -0.020649
vwretd    1.089872
dtype: float64, 22401: const    -0.001011
vwretd    0.644255
dtype: float64, 22402: const    -0.010066
vwretd    2.050757
dtype: float64, 22403: const    -0.028581
vwretd    0.396041
dtype: float64, 22404: const    -0.001501
vwretd    0.849704
dtype: float64, 22405: const    -0.004675
vwretd    0.637790
dtype: float64, 22406: const    -0.002258
vwretd    1.038671
dtype: float64, 22407: const    -0.004630
vwretd    0.386886
dtype: float64, 22408: const     0.001468
vwretd    0.972826
dtype: float64, 22409: const     0.001300
vwretd    0.065636
dtype: float64, 22410: const     0.002302
vwretd    1.263916
dtype: float64, 22411: const     0.020208
vwretd   -0.197562
dtype: float64, 22412: const     0.002652
vwretd    0.919605
dtype: float64, 22413: const     0.128533
vwretd    3.177644
dtype: float64, 22414: const    -0.009594
vwretd    0.881135
dtype: float64, 22415: const    -0.050121
vwretd    1.679115
dtype: float64, 22416: const     0.051541
vwretd    2.238882
dtype: float64, 22417: const    -0.266520
vwretd   -0.538447
dtype: float64, 22418: const    -0.093399
vwretd    0.770417
dtype: float64, 22419: const     0.006177
vwretd    0.026950
dtype: float64, 22420: const     0.003234
vwretd   -0.009490
dtype: float64, 22421: const     0.004146
vwretd   -0.000423
dtype: float64, 22422: const    -0.001085
vwretd    1.521549
dtype: float64, 22423: const     0.000325
vwretd    1.340877
dtype: float64, 22424: const    -0.010546
vwretd    0.699625
dtype: float64, 22425: const     0.036083
vwretd    0.464064
dtype: float64, 22426: const    -0.018986
vwretd    1.514623
dtype: float64, 22428: const    -0.030207
vwretd    0.602289
dtype: float64, 22429: const    -0.001257
vwretd    1.253008
dtype: float64, 22430: const     0.009058
vwretd    0.732653
dtype: float64, 22431: const     0.002802
vwretd    1.243350
dtype: float64, 22433: const    -0.006526
vwretd    0.966562
dtype: float64, 22434: const    -0.006818
vwretd    0.655741
dtype: float64, 22435: const     0.005679
vwretd    0.991778
dtype: float64, 22436: const    -0.018270
vwretd    0.519247
dtype: float64, 22437: const     0.005353
vwretd    0.373618
dtype: float64, 22438: const     0.018929
vwretd    1.171289
dtype: float64, 22439: const     0.004438
vwretd    0.030869
dtype: float64, 22440: const     0.010040
vwretd   -0.023222
dtype: float64, 22441: const     0.007180
vwretd    1.191648
dtype: float64, 22442: const     0.004342
vwretd    0.905145
dtype: float64, 22443: const    -0.003869
vwretd    1.021382
dtype: float64, 22444: const     0.001215
vwretd    0.981015
dtype: float64, 22445: const    -0.005601
vwretd    1.125028
dtype: float64, 22446: const    -0.004976
vwretd    0.679938
dtype: float64, 22447: const     0.003856
vwretd    0.008507
dtype: float64, 22448: const     0.006620
vwretd    0.476372
dtype: float64, 22449: const     0.036742
vwretd    2.752797
dtype: float64, 22450: const    -0.031046
vwretd    1.963244
dtype: float64, 22451: const    -0.014588
vwretd    0.993094
dtype: float64, 22452: const    -0.014213
vwretd    0.424169
dtype: float64, 22453: const    -0.004812
vwretd    0.921488
dtype: float64, 22454: const    -0.009582
vwretd    0.645877
dtype: float64, 22455: const    -0.013813
vwretd    0.437423
dtype: float64, 22456: const    -0.050349
vwretd    1.263203
dtype: float64, 22457: const    -0.004010
vwretd    0.364505
dtype: float64, 22458: const    -0.005728
vwretd    0.503432
dtype: float64, 22459: const    -0.003626
vwretd    0.814793
dtype: float64, 22460: const    -0.014649
vwretd    1.002631
dtype: float64, 22461: const     0.003433
vwretd    1.249540
dtype: float64, 22462: const    -0.000998
vwretd    0.135568
dtype: float64, 22463: const     0.006185
vwretd    0.259317
dtype: float64, 22464: const     0.008452
vwretd    0.507653
dtype: float64, 22465: const    -0.077004
vwretd    2.446171
dtype: float64, 22466: const    -0.037389
vwretd    0.213164
dtype: float64, 22467: const     0.001032
vwretd    1.012697
dtype: float64, 22468: const    -0.011878
vwretd    1.027594
dtype: float64, 22469: const     0.000058
vwretd    0.303126
dtype: float64, 22470: const     0.004101
vwretd    0.010956
dtype: float64, 22471: const     0.013904
vwretd    1.065071
dtype: float64, 22472: const     0.013558
vwretd    1.224218
dtype: float64, 22473: const    -0.002349
vwretd    0.315771
dtype: float64, 22474: const     0.003744
vwretd    0.043183
dtype: float64, 22475: const     0.006726
vwretd    1.001565
dtype: float64, 22476: const    -0.006458
vwretd    1.082814
dtype: float64, 22477: const    -0.006351
vwretd    0.784414
dtype: float64, 22478: const    -0.000170
vwretd    0.873911
dtype: float64, 22479: const    -0.032371
vwretd    1.501609
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vwretd   -0.024582
dtype: float64, 22481: const    -0.000120
vwretd    1.010765
dtype: float64, 22482: const     0.001251
vwretd    0.927356
dtype: float64, 22483: const     0.002276
vwretd    0.999612
dtype: float64, 22484: const    -0.002820
vwretd    0.604378
dtype: float64, 22485: const    -0.005756
vwretd    0.329610
dtype: float64, 22486: const    -0.001821
vwretd    0.796183
dtype: float64, 22487: const    -0.003068
vwretd    0.951324
dtype: float64, 22488: const    -0.001019
vwretd    1.671251
dtype: float64, 22489: const     0.025219
vwretd    1.115261
dtype: float64, 22490: const    -0.001200
vwretd    1.032709
dtype: float64, 22491: const     0.004040
vwretd    1.038149
dtype: float64, 22492: const    -0.005697
vwretd    1.194022
dtype: float64, 22493: const     0.017894
vwretd    1.020351
dtype: float64, 22494: const    -0.025646
vwretd    1.055964
dtype: float64, 22495: const    -0.010402
vwretd    1.005708
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vwretd    0.553377
dtype: float64, 22497: const    -0.008401
vwretd    1.759343
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vwretd    1.198852
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vwretd    0.317140
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vwretd    0.017867
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vwretd    0.006280
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vwretd   -0.001738
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vwretd    0.798792
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vwretd    0.001794
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vwretd   -0.010316
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vwretd   -0.005459
dtype: float64, 22507: const     0.005849
vwretd   -0.010271
dtype: float64, 22508: const     0.005257
vwretd   -0.003034
dtype: float64, 22509: const     0.001258
vwretd    1.051406
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vwretd    1.229474
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vwretd    0.037135
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vwretd    0.038658
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vwretd   -0.012232
dtype: float64, 22514: const     0.175930
vwretd    1.337047
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vwretd    0.234258
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vwretd    0.024882
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vwretd    0.505455
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vwretd    0.457743
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vwretd   -0.010007
dtype: float64, 22520: const    -0.101826
vwretd    0.487589
dtype: float64, 22521: const     0.004498
vwretd    0.011737
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vwretd    0.038264
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vwretd   -0.788051
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vwretd   -0.071974
dtype: float64, 22525: const     0.008265
vwretd    0.941533
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vwretd   -0.207900
dtype: float64, 22527: const     0.007064
vwretd   -0.049308
dtype: float64, 22528: const     0.00437
vwretd   -0.01177
dtype: float64, 22529: const     0.005828
vwretd    0.008628
dtype: float64, 22530: const    -0.049110
vwretd    1.423975
dtype: float64, 22531: const     0.005050
vwretd   -0.016804
dtype: float64, 22532: const     0.004942
vwretd    0.002834
dtype: float64, 22533: const     0.002080
vwretd    1.250393
dtype: float64, 22534: const    -0.007705
vwretd    0.349898
dtype: float64, 22535: const     0.006321
vwretd   -0.004294
dtype: float64, 22536: const    -0.004895
vwretd   -0.793701
dtype: float64, 22537: const    -0.104125
vwretd    1.278138
dtype: float64, 22538: const    -0.039205
vwretd    0.099073
dtype: float64, 22539: const     0.009990
vwretd    0.067245
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vwretd   -0.055406
dtype: float64, 22541: const     0.003502
vwretd    0.642241
dtype: float64, 22542: const    -0.031732
vwretd    3.126908
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vwretd    0.007251
dtype: float64, 22544: const     0.003888
vwretd   -0.004599
dtype: float64, 22545: const     0.005005
vwretd    0.004902
dtype: float64, 22546: const     0.004879
vwretd    0.007331
dtype: float64, 22547: const     0.003619
vwretd    0.007833
dtype: float64, 22548: const     0.012749
vwretd   -0.097254
dtype: float64, 22549: const     0.003869
vwretd   -0.008207
dtype: float64, 22550: const    -0.003223
vwretd    0.638030
dtype: float64, 22551: const     0.478594
vwretd   -5.862014
dtype: float64, 22552: const     0.005283
vwretd    0.002115
dtype: float64, 22553: const    -0.221798
vwretd    2.739898
dtype: float64, 22554: const     0.004102
vwretd   -0.015025
dtype: float64, 22555: const     0.003032
vwretd    1.155637
dtype: float64, 22556: const     0.004762
vwretd    0.012639
dtype: float64, 22557: const    -0.035034
vwretd    0.420560
dtype: float64, 22558: const     0.040131
vwretd    0.860327
dtype: float64, 22559: const     0.004624
vwretd   -0.015418
dtype: float64, 22560: const     0.005160
vwretd   -0.014225
dtype: float64, 22561: const    -0.091464
vwretd   -0.190511
dtype: float64, 22562: const     0.051962
vwretd   -1.193569
dtype: float64, 22563: const     0.003403
vwretd    0.017885
dtype: float64, 22564: const     0.004207
vwretd    0.012618
dtype: float64, 22565: const    -0.186124
vwretd   -0.197115
dtype: float64, 22566: const     0.004007
vwretd    0.030487
dtype: float64, 22567: const     0.005258
vwretd   -0.009197
dtype: float64, 22568: const     0.000715
vwretd    1.158576
dtype: float64, 22569: const     0.004571
vwretd    0.262844
dtype: float64, 22570: const     0.003510
vwretd    0.009726
dtype: float64, 22571: const     0.004425
vwretd   -0.008377
dtype: float64, 22572: const     0.004762
vwretd    0.006392
dtype: float64, 22573: const     0.004303
vwretd    0.002627
dtype: float64, 22574: const     0.003119
vwretd   -0.003096
dtype: float64, 22575: const     0.003141
vwretd    0.028467
dtype: float64, 22576: const     0.001656
vwretd    0.721589
dtype: float64, 22577: const     0.027135
vwretd    1.181560
dtype: float64, 22578: const    -0.129692
vwretd    1.880506
dtype: float64, 22579: const     0.004692
vwretd    0.018177
dtype: float64, 22580: const     0.004033
vwretd    0.013395
dtype: float64, 22581: const     0.000848
vwretd    0.094115
dtype: float64, 22582: const     0.004396
vwretd    0.018857
dtype: float64, 22583: const    -0.131184
vwretd   -0.585575
dtype: float64, 22584: const    -0.002221
vwretd    0.385727
dtype: float64, 22585: const    -0.006764
vwretd    1.290187
dtype: float64, 22586: const    -0.046089
vwretd    0.230696
dtype: float64, 22587: const     0.002944
vwretd    0.014075
dtype: float64, 22588: const     0.005235
vwretd    0.005284
dtype: float64, 22589: const     0.005929
vwretd    0.144590
dtype: float64, 22590: const     0.001966
vwretd    0.016894
dtype: float64, 22591: const     0.005886
vwretd   -0.050497
dtype: float64, 22592: const     0.003232
vwretd    0.903540
dtype: float64, 22593: const    -0.011864
vwretd    1.176192
dtype: float64, 22594: const     0.00576
vwretd   -0.00212
dtype: float64, 22595: const     0.014718
vwretd    0.083125
dtype: float64, 22596: const     0.004536
vwretd    0.016862
dtype: float64, 22597: const     0.004783
vwretd   -0.003442
dtype: float64, 22598: const    -0.073124
vwretd    0.667765
dtype: float64, 22599: const    -0.002887
vwretd   -0.135762
dtype: float64, 22600: const     0.003873
vwretd    0.018679
dtype: float64, 22601: const     0.004282
vwretd    0.026463
dtype: float64, 22602: const    -0.165175
vwretd    1.639172
dtype: float64, 22603: const    -0.136118
vwretd    1.117402
dtype: float64, 22604: const     0.005455
vwretd   -0.013959
dtype: float64, 22605: const    -0.000923
vwretd    1.142006
dtype: float64, 22606: const     0.004321
vwretd    0.019860
dtype: float64, 22607: const     0.005059
vwretd    0.002183
dtype: float64, 22608: const     0.003964
vwretd    0.009799
dtype: float64, 22609: const     0.052705
vwretd    1.859476
dtype: float64, 22610: const    -0.060360
vwretd   -0.279701
dtype: float64, 22611: const     0.009823
vwretd    2.321092
dtype: float64, 22612: const     0.005172
vwretd    0.002002
dtype: float64, 22613: const     0.004509
vwretd    0.506434
dtype: float64, 22614: const     0.014539
vwretd   -0.711807
dtype: float64, 22615: const     0.004413
vwretd   -0.014577
dtype: float64, 22616: const     0.004376
vwretd   -0.009857
dtype: float64, 22617: const    -0.026125
vwretd    1.093052
dtype: float64, 22618: const     0.017998
vwretd    1.219978
dtype: float64, 22619: const    -0.004510
vwretd    1.568198
dtype: float64, 22620: const    -0.001589
vwretd    2.126619
dtype: float64, 22621: const    -0.002815
vwretd    1.508252
dtype: float64, 22622: const    -0.078736
vwretd    3.428900
dtype: float64, 22623: const     0.021463
vwretd    0.787400
dtype: float64, 22624: const     0.005304
vwretd    0.032717
dtype: float64, 22625: const     0.005439
vwretd   -0.001089
dtype: float64, 22626: const     0.082991
vwretd    1.068543
dtype: float64, 22627: const     0.371407
vwretd   -2.933807
dtype: float64, 22628: const     0.004464
vwretd    0.010350
dtype: float64, 22629: const    -0.082699
vwretd    0.892782
dtype: float64, 22630: const     0.006211
vwretd    0.023246
dtype: float64, 22631: const     0.005167
vwretd    0.001132
dtype: float64, 22632: const     0.006220
vwretd    0.015344
dtype: float64, 22633: const     0.005322
vwretd   -0.003613
dtype: float64, 22634: const    -0.223624
vwretd   -1.672137
dtype: float64, 22635: const     0.004320
vwretd    0.047566
dtype: float64, 22636: const    -0.021049
vwretd    0.233003
dtype: float64, 22637: const    -0.050210
vwretd   -2.424429
dtype: float64, 22638: const    -0.028669
vwretd    0.618453
dtype: float64, 22639: const     0.005966
vwretd    0.031805
dtype: float64, 22640: const     0.004880
vwretd    0.021881
dtype: float64, 22641: const     0.005541
vwretd    0.033788
dtype: float64, 22642: const     0.00436
vwretd    0.00830
dtype: float64, 22643: const    -0.205990
vwretd   -0.271874
dtype: float64, 22644: const     0.011851
vwretd    1.130238
dtype: float64, 22645: const     0.006050
vwretd    0.105865
dtype: float64, 22646: const     0.004449
vwretd    0.034809
dtype: float64, 22647: const     0.006059
vwretd   -0.035590
dtype: float64, 22648: const     0.002648
vwretd    1.093361
dtype: float64, 22650: const     0.005886
vwretd    0.020849
dtype: float64, 22651: const     0.005398
vwretd    0.006001
dtype: float64, 22652: const     0.005507
vwretd    0.003048
dtype: float64, 22653: const     0.006408
vwretd    0.028219
dtype: float64, 22654: const     0.005902
vwretd   -0.013086
dtype: float64, 22655: const    -0.200234
vwretd   -1.335324
dtype: float64, 22656: const     0.009731
vwretd    0.920850
dtype: float64, 22657: const     0.041815
vwretd    2.275414
dtype: float64, 22658: const     0.005598
vwretd    0.056926
dtype: float64, 22659: const     0.027449
vwretd    2.014406
dtype: float64, 22660: const    -0.151981
vwretd    1.196513
dtype: float64, 22661: const     0.004542
vwretd    0.022126
dtype: float64, 22662: const     0.004816
vwretd    0.026185
dtype: float64, 22663: const     0.008320
vwretd   -0.065134
dtype: float64, 22664: const    -0.001138
vwretd    1.190897
dtype: float64, 22665: const     0.068536
vwretd   -0.487856
dtype: float64, 22666: const     0.006725
vwretd    0.010180
dtype: float64, 22667: const    -0.045380
vwretd    1.309228
dtype: float64, 22668: const     0.004346
vwretd    0.008558
dtype: float64, 22669: const     0.005108
vwretd    0.008671
dtype: float64, 22670: const    -0.318927
vwretd   -2.555215
dtype: float64, 22671: const    -0.018133
vwretd   -0.180272
dtype: float64, 22672: const     0.009121
vwretd    0.735722
dtype: float64, 22673: const     0.016721
vwretd    0.878288
dtype: float64, 22674: const     0.004628
vwretd   -0.006769
dtype: float64, 22675: const    -0.004815
vwretd    0.921945
dtype: float64, 22676: const     0.000400
vwretd    0.085986
dtype: float64, 22677: const     0.039968
vwretd   -0.455557
dtype: float64, 22678: const     0.003638
vwretd   -0.043195
dtype: float64, 22679: const    -0.047834
vwretd    0.272499
dtype: float64, 22680: const    -0.005755
vwretd    1.371775
dtype: float64, 22681: const    -0.012318
vwretd    1.017716
dtype: float64, 22682: const     0.010224
vwretd    0.948208
dtype: float64, 22683: const     0.005997
vwretd    0.030324
dtype: float64, 22684: const    -0.062756
vwretd    0.381858
dtype: float64, 22685: const     0.005149
vwretd   -0.008627
dtype: float64, 22686: const     0.011759
vwretd    1.152954
dtype: float64, 22687: const     0.004951
vwretd    0.016328
dtype: float64, 22688: const     0.005562
vwretd    0.046561
dtype: float64, 22689: const     0.194672
vwretd    1.852370
dtype: float64, 22690: const     0.004072
vwretd   -0.018798
dtype: float64, 22691: const     0.004757
vwretd   -0.011642
dtype: float64, 22692: const    -0.034947
vwretd    0.560439
dtype: float64, 22693: const     0.003583
vwretd   -0.031269
dtype: float64, 22694: const     0.002808
vwretd   -0.075645
dtype: float64, 22695: const     0.006688
vwretd    0.900600
dtype: float64, 22696: const     0.010020
vwretd    0.984314
dtype: float64, 22697: const     0.000738
vwretd    0.610459
dtype: float64, 22698: const     0.009703
vwretd    1.179377
dtype: float64, 22699: const     0.000699
vwretd    1.132513
dtype: float64, 22700: const     0.044941
vwretd    1.011818
dtype: float64, 22701: const    -0.001174
vwretd    1.281269
dtype: float64, 22702: const    -0.082020
vwretd    0.987868
dtype: float64, 22703: const     0.005067
vwretd    0.047890
dtype: float64, 22704: const     0.004264
vwretd   -0.028869
dtype: float64, 22705: const    -0.030237
vwretd    0.603523
dtype: float64, 22706: const    -0.014960
vwretd    0.258921
dtype: float64, 22707: const     0.001638
vwretd    0.284653
dtype: float64, 22709: const     0.009532
vwretd    0.590891
dtype: float64, 22710: const     0.016678
vwretd    2.197396
dtype: float64, 22711: const     0.192475
vwretd    5.002151
dtype: float64, 22712: const    -0.037551
vwretd    1.698686
dtype: float64, 22713: const     0.033130
vwretd    0.735507
dtype: float64, 22714: const    -0.010966
vwretd    1.558382
dtype: float64, 22715: const     0.004033
vwretd    0.024773
dtype: float64, 22716: const    -0.005024
vwretd    1.159414
dtype: float64, 22717: const     0.007453
vwretd    0.825031
dtype: float64, 22718: const    -0.001112
vwretd    1.043035
dtype: float64, 22719: const    -0.001517
vwretd    1.045133
dtype: float64, 22720: const     0.003217
vwretd    0.873060
dtype: float64, 22721: const    -0.020584
vwretd    1.018474
dtype: float64, 22722: const     0.004442
vwretd    0.016569
dtype: float64, 22723: const     0.004440
vwretd   -0.043307
dtype: float64, 22724: const     0.006491
vwretd    0.333633
dtype: float64, 22725: const     0.005616
vwretd    0.900198
dtype: float64, 22726: const     0.004601
vwretd    0.013932
dtype: float64, 22727: const     0.001621
vwretd    1.039853
dtype: float64, 22728: const     0.000837
vwretd    1.243203
dtype: float64, 22729: const     0.001288
vwretd    1.017890
dtype: float64, 22730: const    -0.006523
vwretd    0.579749
dtype: float64, 22731: const     0.004893
vwretd   -0.017498
dtype: float64, 22735: const    -0.022677
vwretd    0.776049
dtype: float64, 22736: const     0.001437
vwretd    1.245398
dtype: float64, 22737: const    -0.023273
vwretd    0.478249
dtype: float64, 22738: const     0.004046
vwretd   -0.058438
dtype: float64, 22739: const    -0.007703
vwretd    0.513507
dtype: float64, 22740: const    -0.015272
vwretd    0.319363
dtype: float64, 22741: const    -0.019539
vwretd    0.587441
dtype: float64, 22742: const     0.004129
vwretd   -0.023221
dtype: float64, 22743: const    -0.006594
vwretd    1.182192
dtype: float64, 22744: const    -0.000189
vwretd    0.684675
dtype: float64, 22745: const    -0.088534
vwretd   -0.023695
dtype: float64, 22746: const     0.003543
vwretd   -0.026362
dtype: float64, 22747: const    -0.011181
vwretd   -0.159296
dtype: float64, 22748: const     0.006085
vwretd    0.043830
dtype: float64, 22749: const     0.007395
vwretd    0.019755
dtype: float64, 22750: const     0.005306
vwretd   -0.001070
dtype: float64, 22751: const     0.006459
vwretd    0.034953
dtype: float64, 22752: const     0.006653
vwretd    0.709508
dtype: float64, 22753: const     0.007470
vwretd    1.736075
dtype: float64, 22754: const     0.005996
vwretd   -0.033286
dtype: float64, 22755: const     0.005302
vwretd   -0.006336
dtype: float64, 22756: const    -0.068651
vwretd   -0.415835
dtype: float64, 22757: const     0.005568
vwretd   -0.881288
dtype: float64, 22758: const     0.169768
vwretd   -1.032212
dtype: float64, 22759: const     0.005343
vwretd    0.004410
dtype: float64, 22760: const    -0.004086
vwretd    1.311126
dtype: float64, 22762: const     0.004629
vwretd    0.009553
dtype: float64, 22763: const    -0.114662
vwretd    1.135851
dtype: float64, 22764: const     0.003940
vwretd    0.014345
dtype: float64, 22765: const    -0.227814
vwretd    1.471183
dtype: float64, 22766: const     0.006067
vwretd   -0.006478
dtype: float64, 22767: const    -0.204546
vwretd    1.257235
dtype: float64, 22768: const    -0.088310
vwretd    1.225891
dtype: float64, 22769: const     0.005382
vwretd   -0.048692
dtype: float64, 22770: const     0.006813
vwretd    0.037862
dtype: float64, 22771: const      1.168433
vwretd    18.259303
dtype: float64, 22772: const    -0.025170
vwretd    2.369014
dtype: float64, 22773: const     0.004132
vwretd    0.071232
dtype: float64, 22774: const     0.006881
vwretd   -0.003124
dtype: float64, 22775: const     0.005562
vwretd    0.043263
dtype: float64, 22776: const    -0.078784
vwretd    2.910937
dtype: float64, 22777: const     0.005922
vwretd    0.002287
dtype: float64, 22778: const     0.005692
vwretd    0.039306
dtype: float64, 22779: const     0.003640
vwretd    1.298521
dtype: float64, 22780: const    -0.084457
vwretd    0.383337
dtype: float64, 22781: const    -0.196923
vwretd    2.240444
dtype: float64, 22782: const     0.313948
vwretd    1.760204
dtype: float64, 22783: const    -0.182028
vwretd    0.547584
dtype: float64, 22784: const    -0.08850
vwretd    0.27598
dtype: float64, 22785: const    -0.013462
vwretd    0.540348
dtype: float64, 22786: const    -0.046384
vwretd    3.782494
dtype: float64, 22787: const    -0.009973
vwretd    1.475823
dtype: float64, 22788: const     0.029991
vwretd    1.425325
dtype: float64, 22789: const    -0.005461
vwretd    0.959014
dtype: float64, 22790: const     0.006407
vwretd    0.019727
dtype: float64, 22791: const     0.005646
vwretd   -0.037493
dtype: float64, 22792: const     0.007356
vwretd   -0.021379
dtype: float64, 22793: const    -0.104852
vwretd    1.991915
dtype: float64, 22794: const     0.006854
vwretd    0.063595
dtype: float64, 22795: const     0.002828
vwretd    0.886669
dtype: float64, 22796: const    -0.009004
vwretd    1.467803
dtype: float64, 22797: const    -0.044096
vwretd   -2.084819
dtype: float64, 22798: const    -0.157198
vwretd    2.694727
dtype: float64, 22799: const     0.002870
vwretd    0.194815
dtype: float64, 22800: const     0.004383
vwretd    0.037787
dtype: float64, 22801: const    -0.299335
vwretd   -1.733362
dtype: float64, 22802: const     0.021740
vwretd    1.578031
dtype: float64, 22803: const     0.005077
vwretd    0.013690
dtype: float64, 22804: const    -0.108281
vwretd    3.079133
dtype: float64, 22805: const    -0.195334
vwretd    0.258999
dtype: float64, 22806: const    -0.000390
vwretd   -0.000469
dtype: float64, 22807: const    -0.005169
vwretd    0.973131
dtype: float64, 22808: const    -0.002406
vwretd    1.552013
dtype: float64, 22809: const     0.020481
vwretd    0.651148
dtype: float64, 22810: const     0.006347
vwretd   -0.046001
dtype: float64, 22811: const    -0.105732
vwretd    0.192069
dtype: float64, 22812: const     0.059352
vwretd    0.755591
dtype: float64, 22813: const     0.007503
vwretd    0.373147
dtype: float64, 22814: const     0.001762
vwretd    0.470913
dtype: float64, 22815: const     0.005475
vwretd    0.390729
dtype: float64, 22816: const     0.002321
vwretd    1.111513
dtype: float64, 22817: const     0.010424
vwretd    0.157534
dtype: float64, 22818: const     0.005617
vwretd    0.433329
dtype: float64, 22819: const     0.003339
vwretd    0.373040
dtype: float64, 22820: const     0.000495
vwretd    0.447000
dtype: float64, 22821: const     0.007579
vwretd    0.435019
dtype: float64, 22822: const    -0.000360
vwretd    0.089053
dtype: float64, 22823: const     0.005054
vwretd   -0.006865
dtype: float64, 22824: const    -0.003487
vwretd    1.117059
dtype: float64, 22825: const     0.009415
vwretd    0.810482
dtype: float64, 22826: const     0.011602
vwretd    1.032844
dtype: float64, 22827: const    -0.009027
vwretd    0.879886
dtype: float64, 22828: const     0.010197
vwretd    0.986834
dtype: float64, 22829: const     0.020624
vwretd    1.121076
dtype: float64, 22830: const     0.012688
vwretd    1.008667
dtype: float64, 22831: const    -0.003624
vwretd    0.320632
dtype: float64, 22832: const    -0.001108
vwretd    1.279663
dtype: float64, 22833: const     0.013087
vwretd    0.560601
dtype: float64, 22834: const    -0.034638
vwretd    1.400021
dtype: float64, 22835: const     0.005025
vwretd    0.422145
dtype: float64, 22836: const     0.018517
vwretd    1.310306
dtype: float64, 22837: const    -0.016032
vwretd    0.965741
dtype: float64, 22838: const     0.015858
vwretd    1.139730
dtype: float64, 22839: const    -0.129609
vwretd    0.380316
dtype: float64, 22840: const     0.005597
vwretd    0.799097
dtype: float64, 22841: const     0.015929
vwretd    0.608155
dtype: float64, 22842: const    -0.040366
vwretd    0.494259
dtype: float64, 22843: const    -0.008773
vwretd    1.097871
dtype: float64, 22844: const     0.003679
vwretd    0.383566
dtype: float64, 22845: const     0.009414
vwretd    0.738884
dtype: float64, 22846: const     0.009484
vwretd    0.582624
dtype: float64, 22847: const    -0.007685
vwretd    1.079339
dtype: float64, 22848: const    -0.022795
vwretd    0.900456
dtype: float64, 22849: const     0.012819
vwretd    0.508921
dtype: float64, 22850: const    -0.011156
vwretd    0.926965
dtype: float64, 22851: const     0.001855
vwretd    1.032049
dtype: float64, 22852: const    -0.006970
vwretd    0.973033
dtype: float64, 22853: const    -0.005586
vwretd    0.984700
dtype: float64, 22854: const     0.003019
vwretd    0.756361
dtype: float64, 22855: const     0.006957
vwretd    0.031218
dtype: float64, 22856: const     0.005033
vwretd    0.684218
dtype: float64, 22857: const    -0.027862
vwretd   -0.053520
dtype: float64, 22858: const    -0.009600
vwretd    0.361474
dtype: float64, 22859: const     0.005029
vwretd    0.501827
dtype: float64, 22860: const     0.012002
vwretd    1.465579
dtype: float64, 22861: const     0.004927
vwretd    0.883724
dtype: float64, 22862: const     0.005469
vwretd    1.191736
dtype: float64, 22863: const     0.024826
vwretd    1.060907
dtype: float64, 22864: const     0.000350
vwretd    0.806232
dtype: float64, 22865: const     0.001411
vwretd    0.309551
dtype: float64, 22866: const    -0.007388
vwretd    0.027639
dtype: float64, 22867: const    -0.004553
vwretd    1.255815
dtype: float64, 22868: const    -0.027411
vwretd    0.493040
dtype: float64, 22869: const     0.003379
vwretd    0.207531
dtype: float64, 22870: const     0.009395
vwretd    0.706276
dtype: float64, 22871: const    -0.009051
vwretd    0.709942
dtype: float64, 22872: const    -0.011721
vwretd    1.283800
dtype: float64, 22873: const     0.006730
vwretd   -0.005113
dtype: float64, 22874: const     0.006322
vwretd   -0.024343
dtype: float64, 22875: const    -0.009601
vwretd    0.812181
dtype: float64, 22876: const     0.008145
vwretd    2.122557
dtype: float64, 22877: const     0.007234
vwretd   -0.040300
dtype: float64, 22878: const     0.005223
vwretd   -0.046765
dtype: float64, 22881: const     0.006247
vwretd   -0.025679
dtype: float64, 22882: const     0.006628
vwretd   -0.051672
dtype: float64, 22883: const    -0.009686
vwretd    1.138073
dtype: float64, 22884: const     0.004321
vwretd    1.892839
dtype: float64, 22885: const    -0.306228
vwretd   -0.077798
dtype: float64, 22886: const    -0.140858
vwretd   -1.382853
dtype: float64, 22887: const     0.004431
vwretd    0.042261
dtype: float64, 22888: const     0.007171
vwretd   -0.023375
dtype: float64, 22889: const     0.005334
vwretd    0.018636
dtype: float64, 22890: const     0.006970
vwretd    0.028823
dtype: float64, 22891: const     0.003193
vwretd    0.954630
dtype: float64, 22892: const     0.012917
vwretd    0.662608
dtype: float64, 22893: const    -0.227342
vwretd    0.663008
dtype: float64, 22894: const    -0.178341
vwretd    0.016435
dtype: float64, 22895: const     0.004085
vwretd    0.017555
dtype: float64, 22896: const     0.014097
vwretd    1.175825
dtype: float64, 22897: const    -0.133546
vwretd    3.554037
dtype: float64, 22898: const     0.008214
vwretd   -0.028471
dtype: float64, 22899: const    -0.007305
vwretd   -1.413514
dtype: float64, 22900: const     0.004264
vwretd    0.041036
dtype: float64, 22901: const     0.005865
vwretd    0.004140
dtype: float64, 22902: const     0.003905
vwretd    0.031623
dtype: float64, 22903: const     0.006606
vwretd   -0.001713
dtype: float64, 22904: const     0.002084
vwretd    1.450824
dtype: float64, 22905: const     0.013507
vwretd    0.912132
dtype: float64, 22906: const    -0.069750
vwretd   -0.340146
dtype: float64, 22907: const     0.005196
vwretd    0.043681
dtype: float64, 22908: const     0.006972
vwretd   -0.043112
dtype: float64, 22909: const     0.041963
vwretd    0.817480
dtype: float64, 22910: const     0.008506
vwretd   -0.064707
dtype: float64, 22911: const     0.297537
vwretd   -2.564520
dtype: float64, 22912: const     0.004411
vwretd    0.774078
dtype: float64, 22913: const    -0.007019
vwretd    0.789563
dtype: float64, 22914: const     0.007078
vwretd   -0.052235
dtype: float64, 22915: const     0.005847
vwretd    0.002092
dtype: float64, 22916: const    -0.026664
vwretd    0.180452
dtype: float64, 22917: const     0.000435
vwretd    0.952016
dtype: float64, 22918: const     0.001826
vwretd    1.098564
dtype: float64, 22919: const     0.038535
vwretd    0.734067
dtype: float64, 22920: const     0.002744
vwretd    0.913980
dtype: float64, 22921: const     0.003192
vwretd    1.422005
dtype: float64, 22922: const     0.026433
vwretd    0.538682
dtype: float64, 22923: const     0.007546
vwretd   -0.010475
dtype: float64, 22924: const     0.009288
vwretd    0.145545
dtype: float64, 22925: const    -0.082471
vwretd    1.679490
dtype: float64, 22926: const     0.012314
vwretd    0.193039
dtype: float64, 22927: const    -0.001121
vwretd    1.315540
dtype: float64, 22928: const     0.138794
vwretd    1.756198
dtype: float64, 22929: const     0.031550
vwretd    0.895843
dtype: float64, 22930: const     0.037906
vwretd    0.688462
dtype: float64, 22931: const     0.049528
vwretd    0.627222
dtype: float64, 22932: const     0.037382
vwretd    0.774374
dtype: float64, 22933: const    -0.032142
vwretd    0.868537
dtype: float64, 22934: const    -0.047454
vwretd    1.556626
dtype: float64, 22935: const     0.001614
vwretd    1.403312
dtype: float64, 22936: const     0.015118
vwretd    0.856336
dtype: float64, 22937: const     0.006770
vwretd   -0.032348
dtype: float64, 22938: const     0.004930
vwretd    0.523591
dtype: float64, 22939: const     0.001954
vwretd    1.102711
dtype: float64, 22940: const     0.000902
vwretd    1.791450
dtype: float64, 22941: const     0.002751
vwretd    0.744219
dtype: float64, 22942: const     0.009754
vwretd    1.064778
dtype: float64, 22943: const     0.006443
vwretd    0.406885
dtype: float64, 22944: const     0.006960
vwretd    0.364481
dtype: float64, 22945: const     0.005061
vwretd    0.000478
dtype: float64, 22946: const     0.031645
vwretd   -0.389941
dtype: float64, 22947: const     0.006113
vwretd    0.440360
dtype: float64, 22948: const     0.015782
vwretd    2.135552
dtype: float64, 22949: const     0.023791
vwretd    0.934746
dtype: float64, 22950: const     0.005087
vwretd    2.344053
dtype: float64, 22951: const    -0.023449
vwretd    0.708172
dtype: float64, 22952: const     0.094814
vwretd   -1.201100
dtype: float64, 22953: const     0.050665
vwretd    0.724240
dtype: float64, 22954: const     0.025701
vwretd    0.716520
dtype: float64, 22955: const     0.001964
vwretd    0.629011
dtype: float64, 22956: const     0.020321
vwretd   -0.194390
dtype: float64, 22957: const    -0.040457
vwretd    0.988434
dtype: float64, 22958: const    -0.022078
vwretd    0.015608
dtype: float64, 22960: const    -0.024463
vwretd    0.474106
dtype: float64, 22961: const    -0.006136
vwretd    0.172810
dtype: float64, 22962: const     0.003293
vwretd    0.092007
dtype: float64, 22963: const    -0.018868
vwretd    1.232856
dtype: float64, 22964: const     0.003763
vwretd    1.297291
dtype: float64, 22965: const     0.099780
vwretd    1.099239
dtype: float64, 22966: const    -0.214720
vwretd   -1.405492
dtype: float64, 22967: const     0.023321
vwretd    0.793780
dtype: float64, 22968: const     0.005894
vwretd    0.013709
dtype: float64, 22969: const     0.009435
vwretd   -0.043769
dtype: float64, 22970: const     0.005539
vwretd   -0.021526
dtype: float64, 22971: const     0.007964
vwretd    0.612757
dtype: float64, 22972: const     0.027688
vwretd    1.334478
dtype: float64, 22973: const    -0.053753
vwretd    1.987538
dtype: float64, 22974: const    -0.020859
vwretd    0.419434
dtype: float64, 22975: const    -0.067464
vwretd   -1.312075
dtype: float64, 22998: const     0.003961
vwretd    0.749464
dtype: float64, 22999: const     0.030107
vwretd    1.277065
dtype: float64, 23018: const     0.008221
vwretd    1.076528
dtype: float64, 23019: const    -0.022804
vwretd    1.340840
dtype: float64, 23026: const     0.004517
vwretd    0.440497
dtype: float64, 23027: const    -0.009601
vwretd    1.716689
dtype: float64, 23034: const    -0.003781
vwretd    1.006722
dtype: float64, 23035: const     0.005714
vwretd    0.495139
dtype: float64, 23042: const     0.006556
vwretd    0.342799
dtype: float64, 23043: const     0.046938
vwretd    0.505939
dtype: float64, 23050: const     0.005273
vwretd    0.965626
dtype: float64, 23051: const     0.004283
vwretd    0.770814
dtype: float64, 23069: const    -0.003745
vwretd    1.300522
dtype: float64, 23070: const     0.008318
vwretd    1.363369
dtype: float64, 23077: const     0.005692
vwretd    0.706392
dtype: float64, 23078: const    -0.006976
vwretd    0.445618
dtype: float64, 23085: const     0.005177
vwretd    0.557650
dtype: float64, 23086: const    -0.011906
vwretd    0.598196
dtype: float64, 23093: const     0.006321
vwretd    1.153821
dtype: float64, 23094: const    -0.09608
vwretd    0.64448
dtype: float64, 23106: const    -0.001086
vwretd    1.006909
dtype: float64, 23107: const     0.012504
vwretd    2.354522
dtype: float64, 23114: const     0.005652
vwretd    0.470490
dtype: float64, 23115: const     0.004353
vwretd    0.812865
dtype: float64, 23122: const    -0.004632
vwretd    1.197950
dtype: float64, 23130: const     0.002451
vwretd    1.302361
dtype: float64, 23131: const    -0.001281
vwretd    0.673728
dtype: float64, 23149: const     0.007508
vwretd    0.942387
dtype: float64, 23150: const     0.031347
vwretd    0.795822
dtype: float64, 23157: const     0.001130
vwretd    0.644914
dtype: float64, 23158: const     0.008531
vwretd    0.214195
dtype: float64, 23165: const     0.001270
vwretd    0.889684
dtype: float64, 23166: const     0.002403
vwretd    0.413644
dtype: float64, 23173: const     0.000956
vwretd    1.069204
dtype: float64, 23174: const     0.004882
vwretd    0.275424
dtype: float64, 23181: const     0.001889
vwretd    0.448028
dtype: float64, 23182: const     0.009996
vwretd    0.324372
dtype: float64, 23202: const    -0.005068
vwretd    1.491078
dtype: float64, 23203: const    -0.006081
vwretd    1.145980
dtype: float64, 23210: const     0.004481
vwretd    0.545064
dtype: float64, 23229: const     0.002391
vwretd    0.597828
dtype: float64, 23230: const    -0.014320
vwretd   -0.436864
dtype: float64, 23237: const     0.007147
vwretd    1.033968
dtype: float64, 23238: const     0.016655
vwretd    1.383995
dtype: float64, 23245: const    -0.001427
vwretd    1.146136
dtype: float64, 23246: const     0.013791
vwretd    1.208639
dtype: float64, 23253: const    -0.002564
vwretd    1.644645
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vwretd    1.985488
dtype: float64, 23261: const    -0.007666
vwretd    0.880884
dtype: float64, 23262: const     0.024930
vwretd    0.524786
dtype: float64, 23288: const     0.001726
vwretd    1.099319
dtype: float64, 23289: const     0.022996
vwretd    1.276396
dtype: float64, 23296: const    -0.001158
vwretd    1.088126
dtype: float64, 23297: const     0.003960
vwretd    1.215524
dtype: float64, 23309: const     0.005769
vwretd    1.159101
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vwretd    0.475340
dtype: float64, 23317: const     0.004558
vwretd    0.796142
dtype: float64, 23318: const     0.007717
vwretd    1.292239
dtype: float64, 23325: const     0.000606
vwretd    1.225038
dtype: float64, 23326: const     0.009890
vwretd    0.610697
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vwretd    0.828462
dtype: float64, 23334: const     0.014803
vwretd    1.714889
dtype: float64, 23341: const     0.001413
vwretd    1.106998
dtype: float64, 23342: const     0.046465
vwretd    0.646295
dtype: float64, 23368: const    -0.020105
vwretd    1.600784
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vwretd    0.885411
dtype: float64, 23376: const     0.002079
vwretd    0.814441
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vwretd    1.572078
dtype: float64, 23384: const    -0.005030
vwretd    0.961257
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vwretd    0.451992
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vwretd    0.481144
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vwretd    0.701604
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vwretd   -0.185762
dtype: float64, 23413: const    -0.015933
vwretd    1.338293
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vwretd    1.036161
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vwretd   -0.234697
dtype: float64, 23448: const     0.001970
vwretd    0.770743
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vwretd    1.169181
dtype: float64, 23457: const    -0.062081
vwretd    1.458125
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vwretd    1.259146
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vwretd    0.389299
dtype: float64, 23472: const    -0.005082
vwretd    0.973969
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vwretd    0.602404
dtype: float64, 23480: const    -0.002470
vwretd    1.302116
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vwretd    1.254044
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vwretd    0.542467
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vwretd    0.870417
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vwretd    0.418431
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vwretd    2.093100
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vwretd    0.809527
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vwretd    1.810711
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vwretd    0.344836
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vwretd    1.117244
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vwretd    0.437850
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vwretd    0.637351
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vwretd    1.216052
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vwretd    0.260196
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vwretd    1.029172
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vwretd    0.800671
dtype: float64, 23579: const    -0.000396
vwretd    1.417125
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vwretd    1.579171
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vwretd    1.240961
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vwretd    1.557493
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vwretd    1.421425
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vwretd    0.990743
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vwretd    0.880032
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vwretd    0.554074
dtype: float64, 23624: const     0.003217
vwretd    1.211576
dtype: float64, 23632: const    -0.010964
vwretd    1.399834
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vwretd    1.904283
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vwretd    0.892209
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vwretd    0.195981
dtype: float64, 23659: const     0.003488
vwretd    0.960435
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vwretd    1.062800
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vwretd    0.836703
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vwretd    2.011813
dtype: float64, 23675: const    -0.025840
vwretd    1.994535
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vwretd    1.310648
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vwretd    0.931954
dtype: float64, 23691: const     0.001201
vwretd    0.992613
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vwretd    0.494298
dtype: float64, 23704: const     0.001078
vwretd    1.205945
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vwretd    1.082348
dtype: float64, 23712: const     0.005232
vwretd    0.484449
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vwretd    1.210289
dtype: float64, 23720: const     0.00391
vwretd    0.54163
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vwretd   -0.300220
dtype: float64, 23739: const     0.002429
vwretd    1.258939
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vwretd   -0.261303
dtype: float64, 23747: const    -0.004536
vwretd    1.060774
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vwretd    1.891777
dtype: float64, 23755: const     0.004405
vwretd    0.933939
dtype: float64, 23756: const     0.012736
vwretd    0.601767
dtype: float64, 23763: const    -0.013987
vwretd    1.330837
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vwretd    0.34441
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vwretd    0.310347
dtype: float64, 23798: const     0.003074
vwretd    1.339715
dtype: float64, 23799: const     0.010650
vwretd    0.177341
dtype: float64, 23800: const     0.001607
vwretd    1.014170
dtype: float64, 23819: const     0.002380
vwretd    1.270894
dtype: float64, 23827: const     0.005405
vwretd    0.450771
dtype: float64, 23828: const     0.040231
vwretd    0.230692
dtype: float64, 23835: const     0.004788
vwretd    0.593904
dtype: float64, 23836: const     0.014843
vwretd    1.134066
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vwretd    1.606839
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vwretd    0.283281
dtype: float64, 23851: const     0.004799
vwretd    0.559306
dtype: float64, 23878: const    -0.000594
vwretd    1.042492
dtype: float64, 23879: const     0.002401
vwretd    0.738407
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vwretd    1.127691
dtype: float64, 23887: const    -0.005476
vwretd    0.835177
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vwretd    1.499739
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vwretd   -0.318353
dtype: float64, 23907: const     0.000350
vwretd    0.903002
dtype: float64, 23908: const    -0.019914
vwretd    1.427265
dtype: float64, 23915: const     0.002057
vwretd    1.397305
dtype: float64, 23916: const     0.006184
vwretd    0.894414
dtype: float64, 23923: const     0.001012
vwretd    1.331726
dtype: float64, 23924: const    -0.011200
vwretd    0.729762
dtype: float64, 23931: const     0.006026
vwretd    0.428936
dtype: float64, 23958: const    -0.019316
vwretd    1.532142
dtype: float64, 23959: const     0.098341
vwretd    1.864212
dtype: float64, 23966: const     0.003909
vwretd    0.925559
dtype: float64, 23967: const     0.010078
vwretd    0.406755
dtype: float64, 23974: const     0.001701
vwretd    0.969642
dtype: float64, 23975: const     0.006692
vwretd    0.866862
dtype: float64, 23982: const     0.005013
vwretd    0.899335
dtype: float64, 23983: const    -0.003727
vwretd    0.094524
dtype: float64, 23990: const     0.003641
vwretd    1.135218
dtype: float64, 23991: const    -0.050929
vwretd    0.374512
dtype: float64, 24002: const     0.005375
vwretd    0.452491
dtype: float64, 24003: const    -0.005200
vwretd    1.015536
dtype: float64, 24010: const     0.004502
vwretd    0.566461
dtype: float64, 24011: const     0.022237
vwretd    0.659931
dtype: float64, 24029: const     0.003473
vwretd    0.775587
dtype: float64, 24037: const     0.001003
vwretd    1.158311
dtype: float64, 24038: const    -0.004231
vwretd    0.684561
dtype: float64, 24045: const     0.001030
vwretd    1.182399
dtype: float64, 24046: const     0.011327
vwretd    0.994732
dtype: float64, 24053: const     0.004952
vwretd    0.469597
dtype: float64, 24054: const     0.107153
vwretd    3.157916
dtype: float64, 24061: const     0.002209
vwretd    0.859514
dtype: float64, 24062: const    -0.004480
vwretd    0.929901
dtype: float64, 24088: const     0.000079
vwretd    0.852115
dtype: float64, 24089: const    -0.011520
vwretd    1.059489
dtype: float64, 24096: const     0.004615
vwretd    0.498352
dtype: float64, 24097: const     0.020562
vwretd    0.945320
dtype: float64, 24109: const     0.004700
vwretd    0.496698
dtype: float64, 24110: const     0.003255
vwretd    1.381385
dtype: float64, 24117: const     0.004394
vwretd    0.534070
dtype: float64, 24118: const    -0.069704
vwretd    0.328383
dtype: float64, 24125: const    -0.010679
vwretd    1.173243
dtype: float64, 24126: const    -0.014768
vwretd    2.459080
dtype: float64, 24133: const     0.003448
vwretd    1.355468
dtype: float64, 24134: const    -0.001731
vwretd    1.203259
dtype: float64, 24141: const     0.004868
vwretd    0.763525
dtype: float64, 24142: const    -0.043834
vwretd    0.756753
dtype: float64, 24168: const    -0.010036
vwretd    2.015376
dtype: float64, 24169: const     0.005565
vwretd    1.503937
dtype: float64, 24176: const     0.002078
vwretd    1.048335
dtype: float64, 24177: const    -0.007521
vwretd    0.853499
dtype: float64, 24184: const     0.003005
vwretd    0.440414
dtype: float64, 24185: const     0.006580
vwretd    0.317114
dtype: float64, 24192: const     0.002305
vwretd    0.643528
dtype: float64, 24193: const     0.004127
vwretd    1.089039
dtype: float64, 24205: const     0.007592
vwretd    0.538041
dtype: float64, 24213: const     0.005335
vwretd    1.092211
dtype: float64, 24214: const     0.010186
vwretd    1.005648
dtype: float64, 24221: const     0.004857
vwretd    0.524923
dtype: float64, 24248: const     0.005603
vwretd    0.493763
dtype: float64, 24249: const     0.038644
vwretd    0.083560
dtype: float64, 24256: const    -0.001905
vwretd    0.762039
dtype: float64, 24257: const     0.020251
vwretd    0.075758
dtype: float64, 24264: const     0.000276
vwretd    1.085434
dtype: float64, 24265: const    -0.005705
vwretd    0.261958
dtype: float64, 24272: const     0.002024
vwretd    1.190907
dtype: float64, 24273: const    -0.00098
vwretd    1.30471
dtype: float64, 24280: const     0.002057
vwretd    0.935032
dtype: float64, 24281: const     0.016348
vwretd    0.863671
dtype: float64, 24299: const     0.006166
vwretd    0.445194
dtype: float64, 24300: const    -0.005995
vwretd    0.714889
dtype: float64, 24301: const     0.004404
vwretd    0.571311
dtype: float64, 24302: const     0.001983
vwretd    1.523003
dtype: float64, 24328: const     0.005686
vwretd    0.700948
dtype: float64, 24329: const     0.020579
vwretd    0.739504
dtype: float64, 24336: const     0.000983
vwretd    1.128294
dtype: float64, 24344: const    -0.000373
vwretd    1.378045
dtype: float64, 24352: const     0.004422
vwretd    0.514546
dtype: float64, 24360: const     0.004703
vwretd    0.514704
dtype: float64, 24379: const     0.005388
vwretd    0.488677
dtype: float64, 24387: const     0.002035
vwretd    0.972693
dtype: float64, 24388: const     0.012739
vwretd    0.089423
dtype: float64, 24395: const     0.004790
vwretd    0.570899
dtype: float64, 24408: const     0.003497
vwretd    0.719607
dtype: float64, 24409: const    -0.010186
vwretd    0.734335
dtype: float64, 24416: const     0.004840
vwretd    0.483289
dtype: float64, 24417: const    -0.009086
vwretd    1.452945
dtype: float64, 24424: const     0.004808
vwretd    0.536930
dtype: float64, 24425: const     0.036152
vwretd    1.331034
dtype: float64, 24432: const     0.004478
vwretd    0.518112
dtype: float64, 24433: const     0.001550
vwretd    1.443342
dtype: float64, 24440: const     0.005371
vwretd    0.522450
dtype: float64, 24441: const    -0.004423
vwretd    1.185665
dtype: float64, 24459: const     0.000022
vwretd    1.196040
dtype: float64, 24460: const     0.025046
vwretd    2.723688
dtype: float64, 24467: const     0.006795
vwretd    0.401792
dtype: float64, 24468: const    -0.008405
vwretd    1.574379
dtype: float64, 24475: const     0.002488
vwretd    1.494266
dtype: float64, 24476: const     0.004117
vwretd    1.481138
dtype: float64, 24483: const     0.008303
vwretd    0.701521
dtype: float64, 24491: const     0.003727
vwretd    0.577702
dtype: float64, 24504: const     0.010669
vwretd    0.503339
dtype: float64, 24505: const     0.026796
vwretd    0.858941
dtype: float64, 24512: const    -0.005032
vwretd    1.765180
dtype: float64, 24513: const    -0.022218
vwretd    0.479495
dtype: float64, 24520: const     0.000754
vwretd    1.188307
dtype: float64, 24521: const    -0.052912
vwretd   -0.215845
dtype: float64, 24539: const     0.006197
vwretd    0.659740
dtype: float64, 24540: const     0.013915
vwretd    1.312359
dtype: float64, 24547: const     0.011344
vwretd    0.819003
dtype: float64, 24548: const    -0.007757
vwretd    2.297694
dtype: float64, 24555: const     0.010591
vwretd    0.511577
dtype: float64, 24556: const    -0.005362
vwretd    1.261726
dtype: float64, 24563: const     0.008421
vwretd    0.401467
dtype: float64, 24564: const     0.023869
vwretd    0.821053
dtype: float64, 24571: const     0.004660
vwretd    0.833151
dtype: float64, 24572: const     0.006105
vwretd    0.535598
dtype: float64, 24598: const    -0.012610
vwretd    1.802961
dtype: float64, 24600: const    -0.004212
vwretd    1.016777
dtype: float64, 24601: const     0.008896
vwretd    0.434971
dtype: float64, 24619: const     0.004946
vwretd    1.394083
dtype: float64, 24620: const     0.022071
vwretd    0.406303
dtype: float64, 24627: const     0.003610
vwretd    0.979034
dtype: float64, 24628: const    -0.002698
vwretd    1.032736
dtype: float64, 24635: const    -0.002272
vwretd    1.358491
dtype: float64, 24636: const     0.007193
vwretd    0.377133
dtype: float64, 24643: const    -0.001618
vwretd    1.244205
dtype: float64, 24651: const    -0.001335
vwretd    1.319552
dtype: float64, 24652: const     0.007192
vwretd    1.024703
dtype: float64, 24678: const     0.006406
vwretd    1.037655
dtype: float64, 24679: const     0.008457
vwretd    0.475666
dtype: float64, 24686: const     0.009156
vwretd    0.948162
dtype: float64, 24687: const     0.002826
vwretd    1.070999
dtype: float64, 24694: const     0.000648
vwretd    1.522831
dtype: float64, 24695: const    -0.180147
vwretd    1.031130
dtype: float64, 24707: const     0.003750
vwretd    0.851595
dtype: float64, 24708: const     0.026675
vwretd    0.543575
dtype: float64, 24715: const    -0.004670
vwretd    1.185216
dtype: float64, 24716: const    -0.002677
vwretd    1.152329
dtype: float64, 24723: const     0.005126
vwretd    0.413148
dtype: float64, 24724: const     0.019068
vwretd    0.476941
dtype: float64, 24731: const    -0.010382
vwretd    1.450079
dtype: float64, 24732: const    -0.033517
vwretd    0.672107
dtype: float64, 24758: const     0.001477
vwretd    0.762070
dtype: float64, 24759: const    -0.046323
vwretd   -2.447502
dtype: float64, 24766: const     0.009075
vwretd    0.832681
dtype: float64, 24767: const     0.003175
vwretd    1.240529
dtype: float64, 24774: const    -0.001488
vwretd    0.825417
dtype: float64, 24775: const    -0.010960
vwretd    0.355038
dtype: float64, 24782: const     0.007735
vwretd    0.869304
dtype: float64, 24790: const     0.005245
vwretd    0.693236
dtype: float64, 24791: const     0.013597
vwretd    1.599312
dtype: float64, 24803: const     0.004749
vwretd    0.600813
dtype: float64, 24804: const    -0.122551
vwretd    1.305396
dtype: float64, 24811: const    -0.003801
vwretd    1.319779
dtype: float64, 24812: const     0.040382
vwretd    0.775201
dtype: float64, 24838: const     0.022902
vwretd    0.936466
dtype: float64, 24839: const     0.007739
vwretd    0.173131
dtype: float64, 24846: const     0.008953
vwretd    0.809183
dtype: float64, 24847: const     0.022272
vwretd    0.659473
dtype: float64, 24854: const     0.005579
vwretd    1.293167
dtype: float64, 24862: const     0.001658
vwretd    1.166593
dtype: float64, 24863: const     0.010608
vwretd    0.565305
dtype: float64, 24870: const     0.00482
vwretd    0.54335
dtype: float64, 24871: const    -0.034354
vwretd    1.352542
dtype: float64, 24889: const     0.000843
vwretd    1.141868
dtype: float64, 24890: const     0.018920
vwretd    1.058469
dtype: float64, 24897: const     0.000108
vwretd    1.244997
dtype: float64, 24898: const    -0.008249
vwretd    1.288055
dtype: float64, 24918: const    -0.007624
vwretd    1.137605
dtype: float64, 24919: const     0.035614
vwretd    0.549190
dtype: float64, 24926: const     0.003270
vwretd    1.126959
dtype: float64, 24927: const    -0.04627
vwretd    1.43823
dtype: float64, 24934: const     0.000523
vwretd    1.487392
dtype: float64, 24935: const     0.017689
vwretd    1.135459
dtype: float64, 24942: const     0.004453
vwretd    0.950708
dtype: float64, 24943: const    -0.059336
vwretd   -0.760513
dtype: float64, 24950: const     0.006895
vwretd    0.665922
dtype: float64, 24951: const     0.007238
vwretd    0.775605
dtype: float64, 24969: const     0.00464
vwretd    0.47019
dtype: float64, 24970: const    -0.006207
vwretd    0.346205
dtype: float64, 24977: const     0.002361
vwretd    1.009121
dtype: float64, 24978: const    -0.070590
vwretd    0.276474
dtype: float64, 24985: const     0.005119
vwretd    0.428490
dtype: float64, 24986: const     0.006538
vwretd    1.190713
dtype: float64, 24993: const    -0.012540
vwretd    1.541091
dtype: float64, 24994: const    -0.006025
vwretd   -1.716529
dtype: float64, 25005: const    -0.000584
vwretd    1.178194
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vwretd   -0.205688
dtype: float64, 25013: const     0.008324
vwretd    0.816230
dtype: float64, 25021: const     0.007731
vwretd    1.017496
dtype: float64, 25022: const     0.013768
vwretd    1.107234
dtype: float64, 25048: const     0.001285
vwretd    1.156844
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vwretd    0.742242
dtype: float64, 25056: const    -0.000091
vwretd    0.885821
dtype: float64, 25057: const     0.064321
vwretd    0.073558
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vwretd    1.212528
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vwretd    1.310077
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vwretd    0.483767
dtype: float64, 25073: const     0.002124
vwretd    1.486618
dtype: float64, 25080: const     0.004390
vwretd    0.719776
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vwretd    0.964799
dtype: float64, 25099: const     0.006421
vwretd    0.390430
dtype: float64, 25100: const    -0.019439
vwretd    0.259700
dtype: float64, 25101: const     0.006774
vwretd    1.016761
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vwretd    0.549865
dtype: float64, 25128: const     0.007267
vwretd    0.993227
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vwretd    0.550905
dtype: float64, 25136: const     0.011053
vwretd    0.392677
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vwretd    0.909884
dtype: float64, 25144: const     0.005229
vwretd    0.454891
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vwretd    0.786121
dtype: float64, 25152: const     0.005553
vwretd    0.867338
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vwretd    0.324718
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vwretd    1.143722
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vwretd    0.665558
dtype: float64, 25179: const    -0.011899
vwretd    1.276545
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vwretd    0.088364
dtype: float64, 25187: const    -0.003915
vwretd    1.041696
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vwretd    0.455116
dtype: float64, 25195: const    -0.004857
vwretd    1.087700
dtype: float64, 25196: const    -0.003385
vwretd    0.870207
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vwretd    0.554158
dtype: float64, 25209: const    -0.022111
vwretd    0.357861
dtype: float64, 25216: const     0.002353
vwretd    1.073368
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vwretd    0.854333
dtype: float64, 25224: const     0.001382
vwretd    0.845504
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vwretd    0.295467
dtype: float64, 25232: const     0.005657
vwretd    0.871697
dtype: float64, 25240: const     0.008549
vwretd    0.845670
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vwretd    0.758970
dtype: float64, 25259: const    -0.006969
vwretd    1.250449
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vwretd    0.246523
dtype: float64, 25267: const     0.005838
vwretd    0.752535
dtype: float64, 25275: const     0.115419
vwretd   -2.378501
dtype: float64, 25276: const    -0.003686
vwretd    0.433272
dtype: float64, 25283: const     0.004863
vwretd    0.525953
dtype: float64, 25291: const     0.005936
vwretd    0.628154
dtype: float64, 25292: const    -0.005853
vwretd    1.771824
dtype: float64, 25304: const     0.000878
vwretd    1.148665
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vwretd    0.202200
dtype: float64, 25312: const    -0.000331
vwretd    1.131236
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vwretd    0.814269
dtype: float64, 25320: const     0.004887
vwretd    0.574455
dtype: float64, 25321: const     0.007289
vwretd    0.509557
dtype: float64, 25339: const    -0.003345
vwretd    0.585732
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vwretd    0.820651
dtype: float64, 25347: const    -0.004138
vwretd    1.485253
dtype: float64, 25348: const     0.007542
vwretd    0.830300
dtype: float64, 25355: const     0.041451
vwretd    0.252220
dtype: float64, 25356: const     0.017539
vwretd    0.680958
dtype: float64, 25363: const    -0.009796
vwretd    1.447393
dtype: float64, 25371: const     0.002761
vwretd    1.147350
dtype: float64, 25372: const    -0.007904
vwretd    0.480033
dtype: float64, 25398: const    -0.001608
vwretd    1.789082
dtype: float64, 25399: const    -0.016606
vwretd    0.150557
dtype: float64, 25400: const    -0.003052
vwretd    1.184132
dtype: float64, 25401: const     0.008354
vwretd    1.677262
dtype: float64, 25419: const     0.000386
vwretd    1.308042
dtype: float64, 25420: const     0.027264
vwretd    1.138011
dtype: float64, 25427: const     0.000462
vwretd    1.250041
dtype: float64, 25428: const    -0.012286
vwretd    0.117287
dtype: float64, 25435: const     0.007805
vwretd    1.160919
dtype: float64, 25436: const     0.029635
vwretd   -0.052790
dtype: float64, 25443: const     0.004873
vwretd    0.433664
dtype: float64, 25444: const    -0.016974
vwretd    1.104621
dtype: float64, 25451: const     0.056288
vwretd    0.174984
dtype: float64, 25452: const     0.000345
vwretd    1.406972
dtype: float64, 25478: const     0.015964
vwretd    0.362451
dtype: float64, 25479: const    -0.031281
vwretd    1.139450
dtype: float64, 25486: const     0.002752
vwretd    1.351548
dtype: float64, 25487: const     0.005027
vwretd    2.464357
dtype: float64, 25494: const     0.043141
vwretd    0.430504
dtype: float64, 25495: const    -0.020547
vwretd    0.734597
dtype: float64, 25507: const    -0.009572
vwretd    1.750740
dtype: float64, 25508: const    -0.015932
vwretd    1.579275
dtype: float64, 25515: const    -0.011316
vwretd    1.321649
dtype: float64, 25523: const     0.004347
vwretd    0.608311
dtype: float64, 25524: const     0.027337
vwretd    0.166385
dtype: float64, 25531: const    -0.004065
vwretd    1.451919
dtype: float64, 25558: const     0.003756
vwretd    0.777098
dtype: float64, 25559: const     0.050465
vwretd    2.137249
dtype: float64, 25566: const     0.002377
vwretd    1.014944
dtype: float64, 25567: const     0.010088
vwretd    0.246953
dtype: float64, 25574: const     0.002553
vwretd    1.100205
dtype: float64, 25582: const     0.003212
vwretd    1.166061
dtype: float64, 25583: const    -0.005678
vwretd    1.415319
dtype: float64, 25590: const     0.004984
vwretd    0.596351
dtype: float64, 25591: const    -0.278936
vwretd    1.029048
dtype: float64, 25603: const     0.012310
vwretd    0.663241
dtype: float64, 25604: const    -0.009970
vwretd    1.568715
dtype: float64, 25611: const     0.006112
vwretd    1.182940
dtype: float64, 25612: const     0.005130
vwretd    0.872256
dtype: float64, 25638: const     0.008933
vwretd    1.243543
dtype: float64, 25639: const    -0.036574
vwretd    0.430042
dtype: float64, 25646: const     0.003104
vwretd    0.961427
dtype: float64, 25647: const     0.051191
vwretd    0.556187
dtype: float64, 25654: const     0.005032
vwretd    1.148635
dtype: float64, 25655: const     0.037316
vwretd   -0.260611
dtype: float64, 25662: const     0.003553
vwretd    1.088812
dtype: float64, 25670: const    -0.001095
vwretd    1.525375
dtype: float64, 25671: const     0.013979
vwretd    1.767398
dtype: float64, 25689: const     0.001488
vwretd    0.963040
dtype: float64, 25697: const     0.004537
vwretd    1.530324
dtype: float64, 25698: const    -0.019282
vwretd    1.261876
dtype: float64, 25718: const    -0.010370
vwretd    1.188937
dtype: float64, 25719: const     0.048698
vwretd    1.178934
dtype: float64, 25726: const     0.000586
vwretd    0.978464
dtype: float64, 25727: const     0.007575
vwretd    1.851387
dtype: float64, 25734: const    -0.008802
vwretd    2.337308
dtype: float64, 25735: const    -0.022437
vwretd    1.347954
dtype: float64, 25742: const     0.022883
vwretd    0.846500
dtype: float64, 25743: const    -0.007499
vwretd    1.873425
dtype: float64, 25750: const     0.003100
vwretd    1.473729
dtype: float64, 25751: const     0.044906
vwretd    1.119543
dtype: float64, 25769: const     0.002770
vwretd    0.961702
dtype: float64, 25770: const    -0.026592
vwretd    1.570519
dtype: float64, 25778: const     0.005255
vwretd    1.506794
dtype: float64, 25785: const     0.000548
vwretd    1.223231
dtype: float64, 25786: const     0.004872
vwretd    1.575473
dtype: float64, 25793: const     0.000387
vwretd    0.936674
dtype: float64, 25794: const    -0.040792
vwretd    2.390310
dtype: float64, 25806: const    -0.002396
vwretd    1.150682
dtype: float64, 25807: const    -0.122329
vwretd    0.377601
dtype: float64, 25814: const    -0.004156
vwretd    0.688002
dtype: float64, 25815: const    -0.096945
vwretd   -0.706731
dtype: float64, 25822: const     0.007046
vwretd    1.656501
dtype: float64, 25823: const     0.016347
vwretd    0.920701
dtype: float64, 25830: const     0.014202
vwretd    0.509930
dtype: float64, 25831: const    -0.012074
vwretd    1.036814
dtype: float64, 25849: const     0.005336
vwretd    0.924354
dtype: float64, 25850: const    -0.029613
vwretd    1.736560
dtype: float64, 25857: const     0.012739
vwretd    0.598691
dtype: float64, 25858: const    -0.016997
vwretd    3.489312
dtype: float64, 25865: const     0.001837
vwretd    1.438780
dtype: float64, 25866: const     0.034974
vwretd    1.294671
dtype: float64, 25873: const     0.004500
vwretd    1.140103
dtype: float64, 25874: const     0.033576
vwretd    0.845706
dtype: float64, 25881: const     0.005927
vwretd    0.933072
dtype: float64, 25882: const    -0.005889
vwretd    1.575630
dtype: float64, 25902: const     0.001605
vwretd    1.305490
dtype: float64, 25903: const    -0.061819
vwretd   -0.782882
dtype: float64, 25910: const     0.006430
vwretd    0.897941
dtype: float64, 25911: const     -0.250364
vwretd    12.176684
dtype: float64, 25929: const    -0.003345
vwretd    1.133375
dtype: float64, 25937: const     0.004280
vwretd    1.229819
dtype: float64, 25938: const     0.001022
vwretd    0.625912
dtype: float64, 25945: const     0.016128
vwretd    0.784730
dtype: float64, 25946: const    -0.004607
vwretd    0.263895
dtype: float64, 25953: const     0.004492
vwretd    1.165807
dtype: float64, 25954: const     0.026210
vwretd    1.418259
dtype: float64, 25961: const    -0.007094
vwretd    1.454635
dtype: float64, 25962: const     0.062162
vwretd    2.173716
dtype: float64, 25988: const     0.003571
vwretd    1.065117
dtype: float64, 25989: const     0.011996
vwretd    1.323556
dtype: float64, 25996: const    -0.018603
vwretd    2.234050
dtype: float64, 25997: const    -0.100858
vwretd    3.255040
dtype: float64, 26008: const     0.000009
vwretd    1.134462
dtype: float64, 26009: const     0.007467
vwretd    1.368711
dtype: float64, 26016: const    -0.012531
vwretd    1.384281
dtype: float64, 26024: const     0.004698
vwretd    1.234075
dtype: float64, 26025: const    -0.010402
vwretd    1.611576
dtype: float64, 26032: const    -0.029095
vwretd    0.424160
dtype: float64, 26033: const    -0.009105
vwretd    0.198351
dtype: float64, 26040: const     0.001368
vwretd    0.524204
dtype: float64, 26059: const     0.005814
vwretd    1.665149
dtype: float64, 26060: const     0.009300
vwretd    0.768965
dtype: float64, 26067: const    -0.000377
vwretd    1.698798
dtype: float64, 26068: const    -0.069099
vwretd    2.149425
dtype: float64, 26075: const     0.001940
vwretd    1.107204
dtype: float64, 26076: const     0.039283
vwretd    3.318306
dtype: float64, 26083: const     0.005346
vwretd    0.763654
dtype: float64, 26084: const    -0.000111
vwretd    1.168753
dtype: float64, 26091: const    -0.043351
vwretd    3.023611
dtype: float64, 26092: const    -0.017045
vwretd    1.369121
dtype: float64, 26104: const     0.026239
vwretd    0.298262
dtype: float64, 26105: const    -0.008653
vwretd    1.299591
dtype: float64, 26112: const    -0.003192
vwretd    1.278746
dtype: float64, 26113: const     0.005076
vwretd    1.307821
dtype: float64, 26120: const     0.005275
vwretd    0.978388
dtype: float64, 26121: const    -0.018944
vwretd    1.391338
dtype: float64, 26139: const     0.001718
vwretd    1.644418
dtype: float64, 26140: const     0.052455
vwretd   -0.846886
dtype: float64, 26147: const    -0.016362
vwretd    1.727528
dtype: float64, 26148: const    -0.013125
vwretd   -0.657244
dtype: float64, 26155: const    -0.001943
vwretd    1.432736
dtype: float64, 26156: const    -0.171416
vwretd    3.617055
dtype: float64, 26163: const    -0.000037
vwretd    1.101066
dtype: float64, 26171: const     0.002393
vwretd    0.799524
dtype: float64, 26198: const     0.003497
vwretd    0.863900
dtype: float64, 26199: const     0.013107
vwretd    1.323794
dtype: float64, 26200: const    -0.011984
vwretd    1.347607
dtype: float64, 26201: const     0.004086
vwretd    1.628369
dtype: float64, 26219: const    -0.000002
vwretd    1.165682
dtype: float64, 26220: const     0.039214
vwretd    2.215637
dtype: float64, 26227: const     0.004246
vwretd    0.979718
dtype: float64, 26228: const    -0.027024
vwretd    0.786572
dtype: float64, 26235: const     0.004159
vwretd    1.432613
dtype: float64, 26236: const    -0.020902
vwretd    0.435880
dtype: float64, 26243: const    -0.001897
vwretd    0.905989
dtype: float64, 26244: const     0.003077
vwretd    3.631206
dtype: float64, 26251: const    -0.011281
vwretd    1.455854
dtype: float64, 26252: const     0.016517
vwretd    1.154818
dtype: float64, 26278: const    -0.002077
vwretd    1.137472
dtype: float64, 26279: const     0.002562
vwretd    1.242761
dtype: float64, 26286: const    -0.006889
vwretd    1.000953
dtype: float64, 26287: const    -0.003892
vwretd   -0.064536
dtype: float64, 26294: const     0.003114
vwretd    1.217431
dtype: float64, 26295: const     0.010429
vwretd    0.993127
dtype: float64, 26307: const     0.006319
vwretd    1.300954
dtype: float64, 26308: const    -0.044033
vwretd    1.189100
dtype: float64, 26315: const     0.070200
vwretd    0.068552
dtype: float64, 26316: const     0.014163
vwretd    1.025517
dtype: float64, 26323: const     0.010282
vwretd    0.923392
dtype: float64, 26331: const    -0.004069
vwretd    1.217980
dtype: float64, 26332: const     0.019744
vwretd    1.267897
dtype: float64, 26358: const    -0.007883
vwretd    0.980632
dtype: float64, 26359: const    -0.025616
vwretd    0.596306
dtype: float64, 26366: const     0.001117
vwretd    1.171193
dtype: float64, 26367: const    -0.016030
vwretd    0.771036
dtype: float64, 26374: const     0.001266
vwretd    1.123271
dtype: float64, 26375: const    -0.002020
vwretd    0.627248
dtype: float64, 26382: const     0.005522
vwretd    1.507324
dtype: float64, 26383: const    -0.038489
vwretd    0.449250
dtype: float64, 26390: const     0.004671
vwretd    0.928875
dtype: float64, 26403: const     0.003483
vwretd    1.249501
dtype: float64, 26404: const     0.025587
vwretd    0.600441
dtype: float64, 26411: const     0.006744
vwretd    0.477841
dtype: float64, 26438: const    -0.007588
vwretd    1.316069
dtype: float64, 26439: const     0.016170
vwretd    0.356843
dtype: float64, 26446: const    -0.011468
vwretd    1.995843
dtype: float64, 26447: const     0.012146
vwretd    0.390513
dtype: float64, 26454: const     0.001593
vwretd    1.398049
dtype: float64, 26455: const    -0.000651
vwretd    0.207369
dtype: float64, 26462: const     0.006128
vwretd    1.044117
dtype: float64, 26463: const     0.008748
vwretd    0.288838
dtype: float64, 26470: const     0.006308
vwretd    0.620165
dtype: float64, 26471: const    -0.061809
vwretd    1.156953
dtype: float64, 26489: const     0.001851
vwretd    1.642451
dtype: float64, 26490: const    -0.096660
vwretd    3.657342
dtype: float64, 26497: const     0.008959
vwretd    0.848805
dtype: float64, 26498: const     0.008303
vwretd    0.714853
dtype: float64, 26518: const     0.005276
vwretd    1.053469
dtype: float64, 26526: const     0.002893
vwretd    0.651771
dtype: float64, 26534: const     0.003482
vwretd    1.336934
dtype: float64, 26535: const     0.008303
vwretd    0.574418
dtype: float64, 26542: const    -0.000362
vwretd    0.925464
dtype: float64, 26550: const     0.002635
vwretd    1.079329
dtype: float64, 26551: const     0.004190
vwretd    0.239042
dtype: float64, 26569: const     0.002689
vwretd    1.097774
dtype: float64, 26570: const    -0.014759
vwretd    0.547650
dtype: float64, 26577: const    -0.001309
vwretd    1.221773
dtype: float64, 26578: const     0.000314
vwretd    0.987063
dtype: float64, 26585: const     0.003545
vwretd    0.570359
dtype: float64, 26586: const     0.008100
vwretd    0.858714
dtype: float64, 26593: const     0.002986
vwretd    1.204892
dtype: float64, 26594: const    -0.110727
vwretd    0.731808
dtype: float64, 26606: const     0.002349
vwretd    0.547150
dtype: float64, 26607: const     0.003832
vwretd    1.081441
dtype: float64, 26614: const     0.005696
vwretd    0.485669
dtype: float64, 26622: const     0.000926
vwretd    0.980871
dtype: float64, 26630: const    -0.007454
vwretd    0.760049
dtype: float64, 26631: const    -0.050100
vwretd   -1.184471
dtype: float64, 26649: const     0.006958
vwretd    0.491537
dtype: float64, 26650: const     0.003468
vwretd    0.762250
dtype: float64, 26657: const    -0.005348
vwretd    1.217888
dtype: float64, 26658: const    -0.020650
vwretd    0.462223
dtype: float64, 26665: const     0.000499
vwretd    1.465511
dtype: float64, 26666: const    -0.001708
vwretd    1.203432
dtype: float64, 26673: const    -0.002424
vwretd    1.555681
dtype: float64, 26681: const     0.003433
vwretd    0.894505
dtype: float64, 26682: const     0.002052
vwretd    0.395911
dtype: float64, 26702: const    -0.010188
vwretd    1.503356
dtype: float64, 26710: const     0.005315
vwretd    1.162754
dtype: float64, 26711: const     0.008959
vwretd    0.413043
dtype: float64, 26729: const     0.007633
vwretd    1.087231
dtype: float64, 26737: const     0.006487
vwretd    0.653857
dtype: float64, 26738: const    -0.074061
vwretd    1.825715
dtype: float64, 26745: const    -0.013664
vwretd    2.272889
dtype: float64, 26746: const     0.015167
vwretd    1.434999
dtype: float64, 26753: const    -0.004828
vwretd    0.936807
dtype: float64, 26754: const    -0.008045
vwretd    1.395614
dtype: float64, 26761: const     0.003973
vwretd    1.466980
dtype: float64, 26762: const     0.020227
vwretd    0.558742
dtype: float64, 26788: const     0.004213
vwretd    1.041807
dtype: float64, 26789: const     0.007562
vwretd    0.817042
dtype: float64, 26796: const     0.001887
vwretd    1.488646
dtype: float64, 26797: const     0.022890
vwretd    1.086213
dtype: float64, 26809: const     0.004965
vwretd    1.094027
dtype: float64, 26810: const     0.001914
vwretd    0.852386
dtype: float64, 26817: const     0.000955
vwretd    0.835034
dtype: float64, 26818: const     0.069407
vwretd    0.959306
dtype: float64, 26825: const     0.006385
vwretd    0.534897
dtype: float64, 26826: const    -0.020026
vwretd    1.292237
dtype: float64, 26833: const     0.003788
vwretd    1.366527
dtype: float64, 26834: const    -0.043445
vwretd    0.922373
dtype: float64, 26841: const    -0.003065
vwretd    1.293288
dtype: float64, 26868: const     0.011896
vwretd    1.077516
dtype: float64, 26876: const    -0.000594
vwretd    1.182155
dtype: float64, 26877: const     0.013914
vwretd    1.360432
dtype: float64, 26884: const     0.005858
vwretd    1.065722
dtype: float64, 26892: const     0.001557
vwretd    0.858535
dtype: float64, 26905: const     0.004144
vwretd    0.560621
dtype: float64, 26906: const     0.026718
vwretd   -0.393894
dtype: float64, 26913: const    -0.012994
vwretd    1.740615
dtype: float64, 26914: const     0.029425
vwretd    0.615818
dtype: float64, 26921: const    -0.001716
vwretd    1.287553
dtype: float64, 26922: const    -0.063193
vwretd    0.429065
dtype: float64, 26948: const     0.011235
vwretd    0.725488
dtype: float64, 26956: const     0.000159
vwretd    1.250211
dtype: float64, 26957: const     0.037242
vwretd    1.119093
dtype: float64, 26964: const     0.010503
vwretd    0.890187
dtype: float64, 26965: const     0.008970
vwretd    1.290907
dtype: float64, 26972: const     0.002426
vwretd    1.493756
dtype: float64, 26973: const    -0.018294
vwretd    1.632998
dtype: float64, 26980: const     0.010087
vwretd    1.324180
dtype: float64, 26981: const     0.056600
vwretd   -1.133419
dtype: float64, 26999: const    -0.005293
vwretd    1.457511
dtype: float64, 27000: const    -0.013686
vwretd    1.682739
dtype: float64, 27019: const    -0.006316
vwretd    1.809677
dtype: float64, 27020: const    -0.004442
vwretd    1.084869
dtype: float64, 27027: const     0.004326
vwretd    1.457591
dtype: float64, 27028: const    -0.000100
vwretd    1.410041
dtype: float64, 27035: const     0.002419
vwretd    1.077956
dtype: float64, 27036: const    -0.023857
vwretd    2.064652
dtype: float64, 27043: const     0.001889
vwretd    1.102241
dtype: float64, 27044: const     0.0247
vwretd   -0.2507
dtype: float64, 27051: const     0.002767
vwretd    1.134911
dtype: float64, 27052: const    -0.010257
vwretd    0.118246
dtype: float64, 27078: const     0.003205
vwretd    1.552585
dtype: float64, 27086: const     0.003577
vwretd    1.339091
dtype: float64, 27087: const     0.025148
vwretd    1.475438
dtype: float64, 27094: const    -0.008802
vwretd    1.727740
dtype: float64, 27107: const     0.005747
vwretd    1.581429
dtype: float64, 27108: const     0.006366
vwretd    1.244765
dtype: float64, 27115: const    -0.001077
vwretd    1.551004
dtype: float64, 27116: const     0.026642
vwretd    0.081904
dtype: float64, 27123: const    -0.014518
vwretd    1.453905
dtype: float64, 27124: const    -0.015870
vwretd    1.195194
dtype: float64, 27131: const     0.009769
vwretd    1.241998
dtype: float64, 27158: const     0.002550
vwretd    1.223722
dtype: float64, 27166: const    -0.011763
vwretd    1.192534
dtype: float64, 27167: const     0.006785
vwretd    1.405059
dtype: float64, 27174: const     0.002787
vwretd    1.394265
dtype: float64, 27175: const     0.030935
vwretd    0.252445
dtype: float64, 27182: const    -0.028461
vwretd    1.484560
dtype: float64, 27183: const    -0.020909
vwretd    1.213761
dtype: float64, 27190: const     0.003472
vwretd    1.192570
dtype: float64, 27203: const     0.004595
vwretd    0.709373
dtype: float64, 27204: const     0.010895
vwretd    0.728406
dtype: float64, 27211: const    -0.002980
vwretd    1.478498
dtype: float64, 27212: const     0.011031
vwretd    0.000304
dtype: float64, 27238: const    -0.007621
vwretd    1.613295
dtype: float64, 27239: const    -0.002722
vwretd    1.056827
dtype: float64, 27247: const    -0.069200
vwretd    1.173531
dtype: float64, 27254: const     0.002518
vwretd    0.744945
dtype: float64, 27255: const     0.007017
vwretd    1.551888
dtype: float64, 27262: const    -0.000211
vwretd    1.218710
dtype: float64, 27263: const     0.006150
vwretd    0.941542
dtype: float64, 27270: const     0.003654
vwretd    1.123383
dtype: float64, 27271: const     0.023550
vwretd    1.087382
dtype: float64, 27289: const     0.002137
vwretd    1.190027
dtype: float64, 27290: const     0.008887
vwretd   -0.287330
dtype: float64, 27297: const     0.000991
vwretd    1.717526
dtype: float64, 27318: const     0.002372
vwretd    0.909126
dtype: float64, 27319: const    -0.092902
vwretd    1.910752
dtype: float64, 27326: const     0.010091
vwretd    0.772006
dtype: float64, 27327: const     0.070667
vwretd    1.497296
dtype: float64, 27334: const     0.005523
vwretd    1.176313
dtype: float64, 27335: const     0.061104
vwretd    0.708641
dtype: float64, 27342: const     0.005573
vwretd    1.326571
dtype: float64, 27343: const     0.024874
vwretd    0.579297
dtype: float64, 27350: const     0.000460
vwretd    1.165431
dtype: float64, 27369: const     0.005622
vwretd    1.180974
dtype: float64, 27370: const    -0.058373
vwretd    1.812069
dtype: float64, 27377: const     0.007740
vwretd    0.697453
dtype: float64, 27378: const    -0.066854
vwretd   -0.243070
dtype: float64, 27385: const     0.004677
vwretd    0.470163
dtype: float64, 27386: const    -0.030241
vwretd    2.340760
dtype: float64, 27393: const    -0.014660
vwretd    1.284274
dtype: float64, 27394: const    -0.061404
vwretd    7.990561
dtype: float64, 27406: const    -0.000348
vwretd    1.619478
dtype: float64, 27407: const    -0.007619
vwretd    0.430885
dtype: float64, 27414: const    -0.007618
vwretd    1.046695
dtype: float64, 27415: const    -0.141001
vwretd   -0.366869
dtype: float64, 27422: const     0.003931
vwretd    1.335303
dtype: float64, 27423: const     0.052325
vwretd    0.145659
dtype: float64, 27430: const     0.005209
vwretd    1.319259
dtype: float64, 27431: const     0.008722
vwretd    0.429299
dtype: float64, 27449: const    -0.005926
vwretd    0.872560
dtype: float64, 27450: const     0.033470
vwretd    0.587801
dtype: float64, 27457: const     0.010710
vwretd    1.205097
dtype: float64, 27458: const     0.031369
vwretd    1.314637
dtype: float64, 27465: const     0.014660
vwretd    1.200185
dtype: float64, 27466: const     0.023039
vwretd    0.442607
dtype: float64, 27473: const    -0.002011
vwretd    1.176475
dtype: float64, 27474: const     0.007858
vwretd    0.779523
dtype: float64, 27481: const     0.003886
vwretd    0.387516
dtype: float64, 27482: const    -0.005916
vwretd    0.727342
dtype: float64, 27502: const     0.004816
vwretd    0.965726
dtype: float64, 27503: const    -0.028948
vwretd    1.477596
dtype: float64, 27510: const     0.002822
vwretd    1.048388
dtype: float64, 27511: const     0.001583
vwretd    1.047918
dtype: float64, 27529: const     0.003242
vwretd    1.247831
dtype: float64, 27537: const     0.002090
vwretd    1.120147
dtype: float64, 27538: const    -0.001620
vwretd    2.177932
dtype: float64, 27545: const    -0.002593
vwretd    1.631638
dtype: float64, 27546: const    -0.032417
vwretd    2.313385
dtype: float64, 27553: const    -0.008633
vwretd    2.076000
dtype: float64, 27554: const    -0.080182
vwretd   -0.462831
dtype: float64, 27561: const    -0.006574
vwretd    1.768089
dtype: float64, 27562: const     0.007664
vwretd    0.942990
dtype: float64, 27588: const     0.019878
vwretd    0.897425
dtype: float64, 27589: const     0.004500
vwretd    1.117878
dtype: float64, 27596: const     0.004933
vwretd    1.325306
dtype: float64, 27597: const     0.045859
vwretd    0.444229
dtype: float64, 27609: const     0.006639
vwretd    1.347594
dtype: float64, 27610: const    -0.008830
vwretd    0.286528
dtype: float64, 27617: const    -0.000345
vwretd    0.767153
dtype: float64, 27618: const     0.006267
vwretd    0.814327
dtype: float64, 27625: const     0.03269
vwretd    0.73870
dtype: float64, 27626: const    -0.004430
vwretd   -0.075008
dtype: float64, 27633: const     0.000984
vwretd    1.383833
dtype: float64, 27634: const    -0.026833
vwretd    1.386561
dtype: float64, 27641: const     0.008097
vwretd    1.294307
dtype: float64, 27642: const     0.007950
vwretd    1.043598
dtype: float64, 27668: const    -0.000073
vwretd    1.435505
dtype: float64, 27676: const     0.005828
vwretd    1.077006
dtype: float64, 27677: const     0.008908
vwretd    0.929334
dtype: float64, 27684: const    -0.002938
vwretd    1.563505
dtype: float64, 27685: const    -0.066454
vwretd    1.742043
dtype: float64, 27692: const    -0.000885
vwretd    1.087438
dtype: float64, 27693: const     0.004509
vwretd    0.528764
dtype: float64, 27705: const     0.000669
vwretd    1.731244
dtype: float64, 27706: const    -0.075071
vwretd    1.277623
dtype: float64, 27713: const     0.001745
vwretd    1.403300
dtype: float64, 27714: const    -0.000552
vwretd    1.354742
dtype: float64, 27721: const     0.003403
vwretd    1.346482
dtype: float64, 27722: const    -0.002044
vwretd    1.107196
dtype: float64, 27748: const     0.005515
vwretd    1.103998
dtype: float64, 27749: const    -0.001604
vwretd    1.550624
dtype: float64, 27756: const     0.007029
vwretd    0.639402
dtype: float64, 27757: const     0.017556
vwretd    1.707493
dtype: float64, 27764: const     0.004106
vwretd    0.996364
dtype: float64, 27765: const     0.016600
vwretd    0.258108
dtype: float64, 27772: const    -0.008259
vwretd    0.684572
dtype: float64, 27773: const     0.011582
vwretd    0.649161
dtype: float64, 27780: const     0.001277
vwretd    1.246749
dtype: float64, 27781: const     0.016119
vwretd    1.198392
dtype: float64, 27799: const     0.014075
vwretd    1.064310
dtype: float64, 27800: const    -0.016563
vwretd    0.912264
dtype: float64, 27801: const     0.013922
vwretd    1.965534
dtype: float64, 27802: const     0.021637
vwretd   -0.280261
dtype: float64, 27828: const     0.001577
vwretd    1.340205
dtype: float64, 27829: const     0.006514
vwretd    0.555441
dtype: float64, 27836: const    -0.014067
vwretd    1.240831
dtype: float64, 27837: const     0.005461
vwretd    1.209932
dtype: float64, 27844: const     0.001809
vwretd    0.881740
dtype: float64, 27845: const    -0.021533
vwretd    1.340143
dtype: float64, 27852: const     0.002898
vwretd    1.388799
dtype: float64, 27860: const    -0.001986
vwretd    1.485584
dtype: float64, 27861: const    -0.000401
vwretd    0.109842
dtype: float64, 27879: const    -0.001214
vwretd    1.617132
dtype: float64, 27880: const     0.02516
vwretd   -0.63039
dtype: float64, 27887: const     0.004213
vwretd    0.841323
dtype: float64, 27888: const     0.005084
vwretd    0.786595
dtype: float64, 27895: const     0.00118
vwretd    1.78760
dtype: float64, 27896: const     0.014708
vwretd    0.801072
dtype: float64, 27908: const    -0.002065
vwretd    1.169181
dtype: float64, 27909: const     0.000622
vwretd    0.988778
dtype: float64, 27916: const     0.000817
vwretd    1.376666
dtype: float64, 27917: const     0.025221
vwretd    0.590955
dtype: float64, 27924: const    -0.00452
vwretd    1.50517
dtype: float64, 27925: const     0.008355
vwretd    0.832927
dtype: float64, 27932: const    -0.004522
vwretd    0.985470
dtype: float64, 27940: const     0.004906
vwretd    0.999548
dtype: float64, 27959: const     0.005434
vwretd    0.428523
dtype: float64, 27960: const    -0.013797
vwretd    1.427714
dtype: float64, 27967: const     0.008100
vwretd    1.268889
dtype: float64, 27968: const    -0.040053
vwretd    1.115972
dtype: float64, 27975: const     0.006575
vwretd    0.798351
dtype: float64, 27983: const    -0.002767
vwretd    1.352407
dtype: float64, 27984: const     0.006624
vwretd    1.106361
dtype: float64, 27991: const     0.003776
vwretd    0.525743
dtype: float64, 27992: const    -0.027605
vwretd    1.019888
dtype: float64, 28003: const     0.001890
vwretd    1.744292
dtype: float64, 28004: const    -0.040509
vwretd    0.059561
dtype: float64, 28011: const     0.003269
vwretd    0.811353
dtype: float64, 28012: const     0.009168
vwretd    0.526192
dtype: float64, 28038: const    -0.017952
vwretd    2.343608
dtype: float64, 28039: const     0.015002
vwretd    1.089623
dtype: float64, 28046: const     0.010643
vwretd    0.916351
dtype: float64, 28047: const     0.022944
vwretd   -2.273861
dtype: float64, 28054: const     0.000990
vwretd    1.965963
dtype: float64, 28055: const    -0.003805
vwretd    0.626443
dtype: float64, 28062: const     0.001260
vwretd    1.227412
dtype: float64, 28063: const     0.015022
vwretd    1.171112
dtype: float64, 28070: const     0.003489
vwretd    1.041669
dtype: float64, 28071: const     0.004219
vwretd    1.136384
dtype: float64, 28089: const     0.000769
vwretd    1.411089
dtype: float64, 28090: const    -0.013964
vwretd    2.110003
dtype: float64, 28097: const     0.003156
vwretd    0.895856
dtype: float64, 28098: const     0.007202
vwretd    0.886124
dtype: float64, 28118: const     0.005086
vwretd    1.295954
dtype: float64, 28126: const    -0.001816
vwretd    1.801118
dtype: float64, 28127: const    -0.060414
vwretd    1.142229
dtype: float64, 28134: const     0.003981
vwretd    1.136175
dtype: float64, 28135: const    -0.025759
vwretd    2.392681
dtype: float64, 28142: const     0.005533
vwretd    0.906986
dtype: float64, 28143: const     0.007633
vwretd    1.013291
dtype: float64, 28150: const    -0.001932
vwretd    2.202297
dtype: float64, 28151: const    -0.014342
vwretd    1.545938
dtype: float64, 28169: const     0.004891
vwretd    1.976076
dtype: float64, 28170: const     0.003705
vwretd    1.104880
dtype: float64, 28177: const    -0.005955
vwretd    1.885309
dtype: float64, 28178: const     0.000342
vwretd    0.923391
dtype: float64, 28185: const     0.002661
vwretd    1.639833
dtype: float64, 28186: const     0.008532
vwretd    0.767784
dtype: float64, 28193: const     0.005801
vwretd    0.866948
dtype: float64, 28206: const     0.002977
vwretd    0.940329
dtype: float64, 28207: const     0.004706
vwretd    1.144681
dtype: float64, 28215: const     0.006140
vwretd    0.835292
dtype: float64, 28222: const     0.003883
vwretd    1.013045
dtype: float64, 28223: const     0.019491
vwretd    1.463104
dtype: float64, 28230: const     0.009056
vwretd    1.004062
dtype: float64, 28231: const    -0.022565
vwretd    1.915382
dtype: float64, 28249: const    -0.032428
vwretd    1.960257
dtype: float64, 28250: const     0.013657
vwretd    0.661872
dtype: float64, 28257: const     0.015710
vwretd    1.349501
dtype: float64, 28258: const    -0.005225
vwretd    1.729214
dtype: float64, 28265: const    -0.000048
vwretd    1.962042
dtype: float64, 28266: const    -0.005908
vwretd    1.371124
dtype: float64, 28273: const     0.000406
vwretd    1.571628
dtype: float64, 28274: const     0.011210
vwretd    0.241344
dtype: float64, 28281: const     0.000135
vwretd    1.075939
dtype: float64, 28282: const     0.016148
vwretd    0.548123
dtype: float64, 28302: const     0.005932
vwretd    0.582186
dtype: float64, 28303: const     0.001704
vwretd    0.424598
dtype: float64, 28310: const     0.006347
vwretd    0.637555
dtype: float64, 28311: const    -0.002905
vwretd    0.698266
dtype: float64, 28329: const    -0.000441
vwretd    1.380708
dtype: float64, 28330: const    -0.004824
vwretd    1.586367
dtype: float64, 28337: const    -0.003504
vwretd    1.775174
dtype: float64, 28338: const    -0.007777
vwretd    1.358300
dtype: float64, 28345: const     0.002939
vwretd    1.252346
dtype: float64, 28346: const    -0.053529
vwretd    1.194399
dtype: float64, 28353: const     0.005952
vwretd    0.707717
dtype: float64, 28354: const     0.014342
vwretd    0.238636
dtype: float64, 28361: const     0.003842
vwretd    1.398666
dtype: float64, 28362: const    -0.043418
vwretd    1.774878
dtype: float64, 28388: const     0.003014
vwretd    1.121463
dtype: float64, 28389: const    -0.017389
vwretd    2.240304
dtype: float64, 28396: const     0.026507
vwretd    1.410669
dtype: float64, 28409: const    -0.014769
vwretd    1.735474
dtype: float64, 28417: const     0.003177
vwretd    1.152623
dtype: float64, 28418: const     0.035027
vwretd   -0.934151
dtype: float64, 28425: const     0.001404
vwretd    0.513647
dtype: float64, 28426: const    -0.006148
vwretd    0.298266
dtype: float64, 28433: const    -0.000008
vwretd    1.105461
dtype: float64, 28434: const    -0.025084
vwretd    1.350095
dtype: float64, 28441: const    -0.002844
vwretd    1.299448
dtype: float64, 28442: const     0.017287
vwretd    1.234123
dtype: float64, 28468: const     0.003943
vwretd    0.959443
dtype: float64, 28469: const    -0.003900
vwretd    0.996951
dtype: float64, 28476: const    -0.00064
vwretd    1.85073
dtype: float64, 28477: const     0.024625
vwretd    1.291775
dtype: float64, 28484: const     0.003076
vwretd    1.062033
dtype: float64, 28485: const    -0.084730
vwretd    1.609721
dtype: float64, 28492: const     0.000919
vwretd    1.863324
dtype: float64, 28493: const     0.065872
vwretd    2.004020
dtype: float64, 28505: const     0.003209
vwretd    1.027297
dtype: float64, 28506: const    -0.005202
vwretd    1.229090
dtype: float64, 28513: const     0.001328
vwretd    1.339301
dtype: float64, 28514: const    -0.109765
vwretd    2.198064
dtype: float64, 28521: const     0.039166
vwretd    0.851878
dtype: float64, 28522: const     0.005638
vwretd    1.117549
dtype: float64, 28548: const     0.005904
vwretd    1.329213
dtype: float64, 28549: const    -0.006063
vwretd    0.582290
dtype: float64, 28556: const     0.004510
vwretd    1.434017
dtype: float64, 28557: const     0.004306
vwretd    0.759724
dtype: float64, 28564: const     0.001155
vwretd    1.288659
dtype: float64, 28565: const    -0.000147
vwretd    1.494368
dtype: float64, 28572: const     0.014822
vwretd    0.634710
dtype: float64, 28573: const     0.007663
vwretd    1.575159
dtype: float64, 28580: const     0.012646
vwretd    1.605747
dtype: float64, 28599: const     0.015023
vwretd    1.722935
dtype: float64, 28600: const     0.001692
vwretd    1.009600
dtype: float64, 28601: const    -0.001825
vwretd    1.530436
dtype: float64, 28628: const     0.022161
vwretd    1.034940
dtype: float64, 28629: const    -0.000255
vwretd    1.133241
dtype: float64, 28636: const     0.002957
vwretd    1.437943
dtype: float64, 28637: const    -0.137742
vwretd    0.074841
dtype: float64, 28644: const     0.007255
vwretd    1.283166
dtype: float64, 28645: const    -0.027379
vwretd    0.562912
dtype: float64, 28652: const     0.002036
vwretd    1.317937
dtype: float64, 28653: const     0.016058
vwretd    2.079632
dtype: float64, 28660: const     0.021862
vwretd    0.044612
dtype: float64, 28661: const     0.013937
vwretd    0.491290
dtype: float64, 28679: const    -0.006057
vwretd    1.158247
dtype: float64, 28687: const     0.027875
vwretd    2.711116
dtype: float64, 28688: const     0.045300
vwretd    1.100104
dtype: float64, 28695: const     0.001201
vwretd    1.084188
dtype: float64, 28696: const    -0.012677
vwretd    1.814846
dtype: float64, 28708: const    -0.013037
vwretd    0.422370
dtype: float64, 28709: const     0.012492
vwretd    0.627710
dtype: float64, 28716: const     0.002873
vwretd    1.291661
dtype: float64, 28717: const    -0.000688
vwretd    1.413622
dtype: float64, 28724: const     0.011188
vwretd    1.892326
dtype: float64, 28725: const    -0.000362
vwretd    1.176194
dtype: float64, 28732: const    -0.006119
vwretd    1.446691
dtype: float64, 28733: const     0.025242
vwretd    1.165447
dtype: float64, 28740: const     0.000813
vwretd    1.707527
dtype: float64, 28760: const    -0.008557
vwretd    1.212504
dtype: float64, 28767: const    -0.004919
vwretd    0.162985
dtype: float64, 28768: const     0.082838
vwretd    2.502045
dtype: float64, 28775: const     0.001229
vwretd    1.201477
dtype: float64, 28776: const     0.006014
vwretd   -1.776393
dtype: float64, 28784: const    -0.000950
vwretd    0.546596
dtype: float64, 28791: const    -0.001372
vwretd    0.845647
dtype: float64, 28804: const     0.002857
vwretd    1.172570
dtype: float64, 28812: const     0.012617
vwretd    0.333428
dtype: float64, 28813: const    -0.047267
vwretd    1.975859
dtype: float64, 28820: const     0.000733
vwretd    1.934930
dtype: float64, 28839: const    -0.057241
vwretd    2.773867
dtype: float64, 28840: const     0.007286
vwretd    1.120157
dtype: float64, 28847: const    -0.003835
vwretd    1.518230
dtype: float64, 28848: const    -0.000409
vwretd    0.426810
dtype: float64, 28855: const     0.001973
vwretd    0.733972
dtype: float64, 28856: const    -0.040760
vwretd    1.577128
dtype: float64, 28863: const     0.011647
vwretd    1.053482
dtype: float64, 28864: const     0.000901
vwretd    0.719966
dtype: float64, 28871: const     0.007103
vwretd    1.326648
dtype: float64, 28872: const    -0.045000
vwretd    1.694686
dtype: float64, 28898: const     0.024955
vwretd    1.647673
dtype: float64, 28899: const    -0.067273
vwretd    1.828170
dtype: float64, 28900: const     0.004214
vwretd    0.963367
dtype: float64, 28901: const     0.004233
vwretd    1.401338
dtype: float64, 28919: const    -0.009402
vwretd    0.741537
dtype: float64, 28920: const     0.011264
vwretd    2.792322
dtype: float64, 28927: const    -0.010898
vwretd    0.678777
dtype: float64, 28928: const    -0.023354
vwretd    1.108857
dtype: float64, 28935: const     0.010140
vwretd    1.394811
dtype: float64, 28936: const    -0.095823
vwretd    1.611028
dtype: float64, 28943: const     0.001197
vwretd    0.951139
dtype: float64, 28944: const     0.039333
vwretd   -0.453288
dtype: float64, 28952: const     0.002950
vwretd    1.812741
dtype: float64, 28978: const    -0.001899
vwretd    2.035023
dtype: float64, 28979: const     0.010319
vwretd    0.417578
dtype: float64, 28986: const     0.027595
vwretd    1.003497
dtype: float64, 28987: const    -0.110427
vwretd    2.377217
dtype: float64, 28994: const     0.010543
vwretd    0.800550
dtype: float64, 28995: const    -0.021794
vwretd    0.292965
dtype: float64, 29006: const    -0.003084
vwretd    1.537508
dtype: float64, 29014: const     0.004531
vwretd    0.924346
dtype: float64, 29015: const    -0.045273
vwretd    2.439994
dtype: float64, 29022: const     0.011772
vwretd    1.093038
dtype: float64, 29023: const     0.004675
vwretd    1.094319
dtype: float64, 29030: const     0.015999
vwretd    0.712916
dtype: float64, 29049: const     0.006368
vwretd    0.680350
dtype: float64, 29050: const    -0.003226
vwretd    1.112445
dtype: float64, 29058: const     0.008421
vwretd    0.466593
dtype: float64, 29065: const     0.007797
vwretd    1.174909
dtype: float64, 29066: const    -0.063407
vwretd   -1.397154
dtype: float64, 29073: const     0.003831
vwretd    1.561354
dtype: float64, 29102: const     0.002952
vwretd    1.445156
dtype: float64, 29103: const    -0.010922
vwretd    1.273996
dtype: float64, 29111: const     0.005206
vwretd    1.035674
dtype: float64, 29129: const     0.042924
vwretd   -1.100166
dtype: float64, 29130: const     0.024331
vwretd    0.743956
dtype: float64, 29137: const     0.009362
vwretd    1.090530
dtype: float64, 29138: const    -0.039644
vwretd   -0.251368
dtype: float64, 29145: const     0.002351
vwretd    1.554694
dtype: float64, 29153: const     0.000321
vwretd    1.314205
dtype: float64, 29154: const    -0.003657
vwretd    1.298879
dtype: float64, 29161: const     0.000963
vwretd    1.918572
dtype: float64, 29162: const    -0.022069
vwretd    1.269037
dtype: float64, 29188: const    -0.013408
vwretd    1.315105
dtype: float64, 29189: const    -0.025108
vwretd    0.865184
dtype: float64, 29196: const     0.000157
vwretd    0.878642
dtype: float64, 29197: const    -0.003423
vwretd    0.944296
dtype: float64, 29209: const     0.003107
vwretd    1.584583
dtype: float64, 29210: const     0.002779
vwretd    0.881885
dtype: float64, 29225: const     0.012732
vwretd    1.588203
dtype: float64, 29226: const     0.002633
vwretd    0.649638
dtype: float64, 29233: const     0.007043
vwretd    0.736103
dtype: float64, 29234: const    -0.356625
vwretd    5.012190
dtype: float64, 29241: const    -0.001782
vwretd    0.930657
dtype: float64, 29242: const     0.033289
vwretd    0.718714
dtype: float64, 29268: const    -0.014251
vwretd    1.538533
dtype: float64, 29269: const     0.011138
vwretd    0.435492
dtype: float64, 29276: const     0.004743
vwretd    1.469351
dtype: float64, 29277: const    -0.018897
vwretd    1.362036
dtype: float64, 29284: const     0.000465
vwretd    0.923542
dtype: float64, 29285: const     0.008605
vwretd    0.267176
dtype: float64, 29292: const     0.005676
vwretd    1.133216
dtype: float64, 29293: const    -0.075409
vwretd    0.699333
dtype: float64, 29305: const     0.012418
vwretd    1.711851
dtype: float64, 29306: const     0.001686
vwretd    0.946840
dtype: float64, 29314: const    -0.046868
vwretd    1.391907
dtype: float64, 29321: const     0.010795
vwretd    0.867392
dtype: float64, 29322: const     0.029838
vwretd    0.010592
dtype: float64, 29348: const    -0.000652
vwretd    2.361011
dtype: float64, 29349: const     0.019078
vwretd    0.981220
dtype: float64, 29356: const     0.027247
vwretd   -0.657464
dtype: float64, 29357: const     0.015590
vwretd    0.396129
dtype: float64, 29364: const     0.010561
vwretd    0.082039
dtype: float64, 29365: const    -0.023999
vwretd    1.255503
dtype: float64, 29372: const    -0.002238
vwretd    2.045228
dtype: float64, 29380: const    -0.002398
vwretd    1.281355
dtype: float64, 29399: const     0.008140
vwretd    1.725377
dtype: float64, 29400: const     0.005195
vwretd    0.655152
dtype: float64, 29401: const     0.001778
vwretd    1.481674
dtype: float64, 29402: const    -0.084309
vwretd   -1.780700
dtype: float64, 29428: const     0.007241
vwretd    0.386263
dtype: float64, 29429: const    -0.008374
vwretd    0.868362
dtype: float64, 29436: const     0.020784
vwretd   -0.485144
dtype: float64, 29437: const     0.007762
vwretd    1.335810
dtype: float64, 29444: const    -0.008742
vwretd    1.360077
dtype: float64, 29445: const    -0.007081
vwretd    2.172324
dtype: float64, 29452: const    -0.002916
vwretd    1.149373
dtype: float64, 29453: const     0.019824
vwretd    0.521123
dtype: float64, 29460: const    -0.033176
vwretd    2.541046
dtype: float64, 29461: const    -0.054405
vwretd    1.242678
dtype: float64, 29479: const     0.000352
vwretd    0.948234
dtype: float64, 29480: const     0.013271
vwretd    1.298391
dtype: float64, 29487: const     0.014259
vwretd    1.967979
dtype: float64, 29488: const     0.008676
vwretd    0.475895
dtype: float64, 29495: const     0.010444
vwretd    1.771117
dtype: float64, 29496: const    -0.003484
vwretd    1.448155
dtype: float64, 29508: const    -0.004845
vwretd    0.924798
dtype: float64, 29509: const    -0.020012
vwretd   -0.868026
dtype: float64, 29524: const     0.031134
vwretd    1.530451
dtype: float64, 29525: const    -0.070576
vwretd    1.122787
dtype: float64, 29532: const     0.003486
vwretd    1.272376
dtype: float64, 29533: const     0.015796
vwretd    0.326415
dtype: float64, 29541: const    -0.129840
vwretd    1.946161
dtype: float64, 29559: const    -0.009211
vwretd    2.076305
dtype: float64, 29560: const     0.010690
vwretd    1.144364
dtype: float64, 29567: const     0.006677
vwretd    1.407887
dtype: float64, 29568: const    -0.001880
vwretd    0.559595
dtype: float64, 29575: const     0.001506
vwretd    1.625050
dtype: float64, 29576: const     0.000624
vwretd    0.694618
dtype: float64, 29583: const    -0.004003
vwretd    1.667698
dtype: float64, 29584: const     0.007771
vwretd    0.327805
dtype: float64, 29591: const     0.010572
vwretd    0.860447
dtype: float64, 29592: const     0.011816
vwretd    0.337748
dtype: float64, 29604: const     0.012397
vwretd    1.410779
dtype: float64, 29605: const    -0.019854
vwretd    0.310973
dtype: float64, 29612: const     0.005856
vwretd    0.951560
dtype: float64, 29613: const     0.112639
vwretd   -1.244731
dtype: float64, 29620: const     0.013631
vwretd    1.995142
dtype: float64, 29621: const    -0.010178
vwretd    0.577035
dtype: float64, 29639: const    -0.00069
vwretd    1.35746
dtype: float64, 29640: const    -0.018467
vwretd    0.059521
dtype: float64, 29647: const     0.004825
vwretd    0.623045
dtype: float64, 29648: const    -0.048343
vwretd   -5.397494
dtype: float64, 29655: const    -0.001396
vwretd    1.526929
dtype: float64, 29656: const     0.003444
vwretd    0.485720
dtype: float64, 29663: const     0.031483
vwretd    0.188183
dtype: float64, 29664: const    -0.019806
vwretd    0.917898
dtype: float64, 29671: const     0.012375
vwretd    0.513381
dtype: float64, 29698: const     0.000973
vwretd    0.725432
dtype: float64, 29699: const     0.004682
vwretd    0.672970
dtype: float64, 29700: const     0.016673
vwretd    1.670492
dtype: float64, 29701: const    -0.012199
vwretd    1.555735
dtype: float64, 29719: const    -0.005092
vwretd    1.958103
dtype: float64, 29720: const     0.003199
vwretd    0.543377
dtype: float64, 29727: const     0.000368
vwretd    0.552189
dtype: float64, 29728: const    -0.038606
vwretd    0.909546
dtype: float64, 29735: const     0.011389
vwretd    1.342164
dtype: float64, 29736: const     0.007047
vwretd    1.507086
dtype: float64, 29743: const    -0.008819
vwretd    2.040935
dtype: float64, 29744: const    -0.012261
vwretd    1.956636
dtype: float64, 29751: const    -0.030619
vwretd    0.818255
dtype: float64, 29752: const     0.009322
vwretd    0.684618
dtype: float64, 29778: const    -0.017639
vwretd    1.033911
dtype: float64, 29786: const     0.023459
vwretd    0.879656
dtype: float64, 29787: const     0.033440
vwretd    1.541789
dtype: float64, 29794: const     0.001775
vwretd    0.913769
dtype: float64, 29795: const    -0.026389
vwretd    0.140946
dtype: float64, 29807: const     0.006148
vwretd    1.020726
dtype: float64, 29808: const     0.026285
vwretd    0.642433
dtype: float64, 29815: const     0.006314
vwretd    1.421532
dtype: float64, 29816: const     0.010038
vwretd    0.608309
dtype: float64, 29823: const     0.005371
vwretd    1.351453
dtype: float64, 29824: const    -0.013458
vwretd    2.229203
dtype: float64, 29832: const    -0.010375
vwretd    1.327394
dtype: float64, 29858: const     0.031220
vwretd    2.309695
dtype: float64, 29859: const     0.024200
vwretd    1.184713
dtype: float64, 29866: const     0.002132
vwretd    0.791642
dtype: float64, 29867: const     0.003367
vwretd    0.806012
dtype: float64, 29874: const     0.007526
vwretd    0.749743
dtype: float64, 29875: const    -0.029406
vwretd    1.334480
dtype: float64, 29882: const     0.003232
vwretd    1.365729
dtype: float64, 29890: const     0.004940
vwretd    0.777693
dtype: float64, 29903: const     0.042550
vwretd   -0.028954
dtype: float64, 29904: const     0.010453
vwretd    0.634058
dtype: float64, 29911: const     0.007986
vwretd    1.065121
dtype: float64, 29912: const    -0.001116
vwretd    0.850602
dtype: float64, 29938: const     0.006792
vwretd    0.768332
dtype: float64, 29939: const     0.162292
vwretd   -0.211592
dtype: float64, 29946: const     0.006923
vwretd    0.781170
dtype: float64, 29947: const    -0.010542
vwretd    1.298824
dtype: float64, 29954: const    -0.017868
vwretd    1.234041
dtype: float64, 29955: const     0.137039
vwretd    0.845222
dtype: float64, 29962: const    -0.000908
vwretd    1.596590
dtype: float64, 29963: const     0.005256
vwretd    0.142590
dtype: float64, 29970: const     0.006997
vwretd    0.954283
dtype: float64, 29971: const     0.012345
vwretd    0.897672
dtype: float64, 29989: const     0.003815
vwretd    2.250810
dtype: float64, 29997: const     0.027921
vwretd    0.923104
dtype: float64, 29998: const     0.045280
vwretd    2.297754
dtype: float64, 30007: const     0.060736
vwretd    0.489083
dtype: float64, 30008: const    -0.009426
vwretd    3.279497
dtype: float64, 30015: const    -0.002653
vwretd    1.043992
dtype: float64, 30016: const     0.048140
vwretd    2.354609
dtype: float64, 30023: const    -0.020708
vwretd    1.103178
dtype: float64, 30024: const    -0.014985
vwretd    1.076695
dtype: float64, 30031: const     0.008602
vwretd    1.303990
dtype: float64, 30032: const    -0.002998
vwretd    4.220343
dtype: float64, 30058: const     0.017354
vwretd    1.764620
dtype: float64, 30059: const     0.013374
vwretd    1.684190
dtype: float64, 30066: const    -0.004018
vwretd    1.342510
dtype: float64, 30067: const     0.014380
vwretd    1.874188
dtype: float64, 30074: const     0.008132
vwretd    1.631365
dtype: float64, 30075: const    -0.011038
vwretd    1.933415
dtype: float64, 30082: const     0.010718
vwretd    1.581053
dtype: float64, 30083: const    -0.091088
vwretd    1.714074
dtype: float64, 30091: const    -0.027890
vwretd    1.320737
dtype: float64, 30103: const    -0.010588
vwretd    1.643500
dtype: float64, 30111: const     0.010618
vwretd    1.182016
dtype: float64, 30112: const     0.016032
vwretd    0.611623
dtype: float64, 30138: const     0.001095
vwretd    1.476415
dtype: float64, 30139: const     0.260836
vwretd   -0.831932
dtype: float64, 30147: const     0.005677
vwretd    0.936093
dtype: float64, 30154: const    -0.006421
vwretd    0.945519
dtype: float64, 30155: const     0.010018
vwretd    1.391315
dtype: float64, 30162: const     0.013084
vwretd    0.974652
dtype: float64, 30163: const    -0.017568
vwretd   -0.147122
dtype: float64, 30170: const    -0.003059
vwretd   -1.038339
dtype: float64, 30171: const    -0.041912
vwretd    1.613591
dtype: float64, 30189: const     0.019039
vwretd    0.091541
dtype: float64, 30190: const     0.010104
vwretd    1.189206
dtype: float64, 30197: const     0.002434
vwretd    1.141321
dtype: float64, 30198: const     0.011210
vwretd    0.682124
dtype: float64, 30218: const     0.010845
vwretd    1.384845
dtype: float64, 30219: const    -0.118127
vwretd   -0.943210
dtype: float64, 30226: const    -0.029527
vwretd    0.735921
dtype: float64, 30227: const    -0.020497
vwretd    1.905577
dtype: float64, 30234: const     0.018037
vwretd    1.437684
dtype: float64, 30235: const    -0.145296
vwretd    0.691412
dtype: float64, 30242: const     0.002725
vwretd    2.071600
dtype: float64, 30243: const    -0.013532
vwretd    0.089440
dtype: float64, 30250: const     0.002373
vwretd    0.991407
dtype: float64, 30251: const     0.020021
vwretd    1.269045
dtype: float64, 30269: const     0.023569
vwretd    0.929199
dtype: float64, 30270: const     0.024335
vwretd    1.138667
dtype: float64, 30277: const     0.007227
vwretd    1.107191
dtype: float64, 30278: const    -0.016365
vwretd    1.062682
dtype: float64, 30285: const     0.010641
vwretd   -0.087637
dtype: float64, 30293: const    -0.007249
vwretd    1.431756
dtype: float64, 30294: const     0.010219
vwretd    0.495010
dtype: float64, 30306: const     0.043262
vwretd    1.561214
dtype: float64, 30307: const     0.011490
vwretd    0.864905
dtype: float64, 30314: const     0.009692
vwretd    0.708111
dtype: float64, 30315: const     0.004961
vwretd    0.277841
dtype: float64, 30322: const     0.003061
vwretd    0.981026
dtype: float64, 30323: const    -0.085926
vwretd   -0.083903
dtype: float64, 30330: const     0.007452
vwretd    1.205663
dtype: float64, 30331: const    -0.006062
vwretd    0.406090
dtype: float64, 30349: const     0.006939
vwretd    1.387206
dtype: float64, 30350: const     0.031245
vwretd    1.930550
dtype: float64, 30357: const     0.012833
vwretd    0.837072
dtype: float64, 30358: const    -0.011361
vwretd    1.552589
dtype: float64, 30365: const     0.007685
vwretd    0.873991
dtype: float64, 30366: const     0.014375
vwretd    0.435899
dtype: float64, 30373: const     0.007378
vwretd    0.327828
dtype: float64, 30374: const    -0.015219
vwretd    2.954671
dtype: float64, 30381: const     0.00919
vwretd    0.05460
dtype: float64, 30382: const     0.011488
vwretd    1.112511
dtype: float64, 30402: const     0.001443
vwretd    0.915577
dtype: float64, 30403: const     0.037161
vwretd    0.298073
dtype: float64, 30410: const     0.009496
vwretd    1.203455
dtype: float64, 30411: const     0.011420
vwretd    0.067395
dtype: float64, 30429: const     0.023040
vwretd    0.587845
dtype: float64, 30430: const     0.002845
vwretd    1.001161
dtype: float64, 30437: const     0.002079
vwretd    0.911550
dtype: float64, 30438: const     0.018060
vwretd    0.026419
dtype: float64, 30445: const     0.014879
vwretd    1.598588
dtype: float64, 30446: const    -0.012002
vwretd    0.112401
dtype: float64, 30453: const     0.004536
vwretd    1.501553
dtype: float64, 30454: const    -0.013242
vwretd    1.107798
dtype: float64, 30461: const     0.007223
vwretd    0.184428
dtype: float64, 30462: const    -0.067246
vwretd    2.334194
dtype: float64, 30488: const     0.006454
vwretd    1.483135
dtype: float64, 30489: const     0.000955
vwretd    3.341145
dtype: float64, 30496: const     0.044221
vwretd    0.848194
dtype: float64, 30497: const    -0.088463
vwretd   -0.659614
dtype: float64, 30509: const     0.004371
vwretd    0.488348
dtype: float64, 30510: const    -0.032189
vwretd    1.096865
dtype: float64, 30517: const     0.005908
vwretd    1.016015
dtype: float64, 30518: const     0.011421
vwretd    0.954539
dtype: float64, 30525: const    -0.001991
vwretd    1.400554
dtype: float64, 30526: const    -0.011835
vwretd    0.596857
dtype: float64, 30533: const     0.000493
vwretd    1.393518
dtype: float64, 30534: const     0.011468
vwretd    0.716031
dtype: float64, 30541: const    -0.002479
vwretd    1.241614
dtype: float64, 30542: const     0.015492
vwretd    0.848018
dtype: float64, 30568: const     0.004794
vwretd    1.216709
dtype: float64, 30577: const    -0.004199
vwretd    1.047813
dtype: float64, 30584: const     0.005334
vwretd    1.306501
dtype: float64, 30592: const    -0.012218
vwretd    2.195716
dtype: float64, 30593: const    -0.007528
vwretd    1.072364
dtype: float64, 30605: const     0.005615
vwretd   -0.804194
dtype: float64, 30613: const     0.038919
vwretd   -0.628571
dtype: float64, 30614: const     0.005295
vwretd    0.909826
dtype: float64, 30622: const     0.012196
vwretd    0.662259
dtype: float64, 30648: const     0.003882
vwretd    1.492901
dtype: float64, 30649: const     0.003767
vwretd    1.969156
dtype: float64, 30656: const    -0.024087
vwretd    1.803540
dtype: float64, 30657: const     0.035410
vwretd    0.255338
dtype: float64, 30664: const    -0.003523
vwretd    1.306058
dtype: float64, 30665: const    -0.041198
vwretd   -0.248331
dtype: float64, 30672: const     0.000077
vwretd    0.926211
dtype: float64, 30680: const     0.006986
vwretd    1.141299
dtype: float64, 30681: const     0.004823
vwretd    1.106675
dtype: float64, 30699: const     0.002453
vwretd    1.947306
dtype: float64, 30700: const     0.004200
vwretd    1.281734
dtype: float64, 30701: const     0.021791
vwretd    0.873492
dtype: float64, 30702: const     0.006252
vwretd    0.482617
dtype: float64, 30728: const     0.004435
vwretd    0.450139
dtype: float64, 30729: const    -0.005734
vwretd    0.872979
dtype: float64, 30736: const     0.008244
vwretd    0.770794
dtype: float64, 30737: const    -0.005149
vwretd    1.259148
dtype: float64, 30744: const     0.000141
vwretd    1.161688
dtype: float64, 30752: const     0.003237
vwretd    2.119322
dtype: float64, 30753: const     0.015003
vwretd    0.188681
dtype: float64, 30760: const     0.003358
vwretd    0.517270
dtype: float64, 30761: const     0.011846
vwretd    1.283600
dtype: float64, 30779: const     0.000058
vwretd    1.627436
dtype: float64, 30780: const     0.012124
vwretd    0.827138
dtype: float64, 30787: const     0.008694
vwretd    1.644439
dtype: float64, 30788: const     0.016880
vwretd    0.434235
dtype: float64, 30795: const    -0.006129
vwretd    1.080549
dtype: float64, 30796: const     0.010645
vwretd    0.447460
dtype: float64, 30809: const    -0.030793
vwretd    0.535067
dtype: float64, 30816: const    -0.004575
vwretd    1.536655
dtype: float64, 30817: const     0.015757
vwretd    1.299899
dtype: float64, 30824: const     0.018905
vwretd    0.480271
dtype: float64, 30825: const     0.011597
vwretd    1.399248
dtype: float64, 30832: const     0.001937
vwretd    1.144253
dtype: float64, 30833: const     0.009177
vwretd    1.347754
dtype: float64, 30840: const     0.006317
vwretd    0.743425
dtype: float64, 30841: const     0.013359
vwretd    0.658986
dtype: float64, 30859: const    -0.000304
vwretd    1.067572
dtype: float64, 30868: const    -0.025558
vwretd    0.251087
dtype: float64, 30875: const     0.005646
vwretd    0.850919
dtype: float64, 30876: const     0.016209
vwretd    1.155340
dtype: float64, 30883: const    -0.004136
vwretd    1.527704
dtype: float64, 30884: const     0.011535
vwretd    1.439384
dtype: float64, 30891: const     0.008254
vwretd    0.356813
dtype: float64, 30892: const     0.000258
vwretd    0.864735
dtype: float64, 30904: const     0.007689
vwretd    0.619736
dtype: float64, 30905: const     0.015745
vwretd    0.364248
dtype: float64, 30912: const     0.005588
vwretd    0.986854
dtype: float64, 30913: const     0.009619
vwretd    0.316052
dtype: float64, 30920: const     0.026210
vwretd   -0.524866
dtype: float64, 30921: const     0.011566
vwretd    0.909897
dtype: float64, 30939: const     0.001843
vwretd    1.776046
dtype: float64, 30940: const     0.003267
vwretd    1.261975
dtype: float64, 30947: const     0.005600
vwretd    0.682741
dtype: float64, 30948: const     0.004685
vwretd    1.585296
dtype: float64, 30955: const    -0.021211
vwretd    0.930786
dtype: float64, 30963: const     0.049793
vwretd   -1.231000
dtype: float64, 30964: const    -0.140287
vwretd    5.868227
dtype: float64, 30971: const    -0.000667
vwretd    0.583321
dtype: float64, 30972: const     0.012359
vwretd    0.518022
dtype: float64, 30998: const     0.005510
vwretd    1.412258
dtype: float64, 31018: const    -0.004303
vwretd   -0.188861
dtype: float64, 31019: const    -0.033813
vwretd    1.803618
dtype: float64, 31026: const     0.004976
vwretd    0.537162
dtype: float64, 31027: const     0.004362
vwretd    0.505461
dtype: float64, 31034: const     0.010042
vwretd    2.045382
dtype: float64, 31035: const    -0.010122
vwretd    1.061771
dtype: float64, 31042: const     0.000885
vwretd    1.160876
dtype: float64, 31043: const    -0.008162
vwretd   -0.146556
dtype: float64, 31050: const     0.020204
vwretd    0.415785
dtype: float64, 31051: const     0.007259
vwretd    0.836405
dtype: float64, 31069: const    -0.003592
vwretd    1.200221
dtype: float64, 31070: const     0.008846
vwretd    0.692996
dtype: float64, 31077: const     0.004964
vwretd    1.010151
dtype: float64, 31078: const    -0.000565
vwretd    1.117695
dtype: float64, 31085: const     0.015471
vwretd   -0.045118
dtype: float64, 31086: const     0.104536
vwretd    0.796944
dtype: float64, 31093: const     0.005162
vwretd    0.913986
dtype: float64, 31094: const     0.052296
vwretd   -2.529579
dtype: float64, 31106: const     0.005302
vwretd    0.924396
dtype: float64, 31107: const     0.007729
vwretd    1.319889
dtype: float64, 31114: const    -0.004556
vwretd    2.530731
dtype: float64, 31115: const    -0.057101
vwretd    1.295292
dtype: float64, 31122: const    -0.015904
vwretd    0.533416
dtype: float64, 31130: const    -0.006305
vwretd    1.745873
dtype: float64, 31131: const    -0.018526
vwretd    1.991003
dtype: float64, 31149: const     0.014882
vwretd    1.086870
dtype: float64, 31150: const    -0.023291
vwretd    0.964996
dtype: float64, 31157: const     0.025501
vwretd    0.581141
dtype: float64, 31158: const     0.013013
vwretd    2.202973
dtype: float64, 31166: const     0.167768
vwretd    0.840524
dtype: float64, 31173: const    -0.004089
vwretd    1.780503
dtype: float64, 31174: const    -0.029810
vwretd    0.899466
dtype: float64, 31181: const     0.003730
vwretd    1.208881
dtype: float64, 31182: const    -0.031152
vwretd    1.790413
dtype: float64, 31202: const     0.004970
vwretd    1.096998
dtype: float64, 31203: const     0.003432
vwretd    0.852724
dtype: float64, 31210: const     0.035519
vwretd    0.256840
dtype: float64, 31211: const     0.033557
vwretd    0.669001
dtype: float64, 31229: const     0.025761
vwretd    0.001822
dtype: float64, 31230: const     0.005631
vwretd    1.310494
dtype: float64, 31237: const     0.015507
vwretd    1.777590
dtype: float64, 31238: const     0.007172
vwretd    0.505642
dtype: float64, 31245: const     0.002817
vwretd    0.521817
dtype: float64, 31246: const    -0.002326
vwretd    1.062787
dtype: float64, 31253: const    -0.044856
vwretd   -0.741282
dtype: float64, 31254: const    -0.007991
vwretd   -2.524170
dtype: float64, 31261: const     0.015597
vwretd    0.999425
dtype: float64, 31262: const     0.010754
vwretd    1.251231
dtype: float64, 31288: const     0.002473
vwretd    1.245647
dtype: float64, 31296: const     0.007134
vwretd    0.707366
dtype: float64, 31297: const     0.040085
vwretd    1.495293
dtype: float64, 31309: const    -0.004777
vwretd    0.738938
dtype: float64, 31310: const    -0.044643
vwretd    0.087731
dtype: float64, 31317: const     0.005060
vwretd   -0.173033
dtype: float64, 31318: const     0.005572
vwretd    0.947922
dtype: float64, 31325: const    -0.000767
vwretd    0.944126
dtype: float64, 31326: const    -0.053952
vwretd    0.789742
dtype: float64, 31333: const     0.003255
vwretd    1.163715
dtype: float64, 31341: const     0.004446
vwretd    1.581772
dtype: float64, 31342: const    -0.137060
vwretd    2.658061
dtype: float64, 31368: const     0.001242
vwretd    1.632049
dtype: float64, 31369: const    -0.054325
vwretd    0.802974
dtype: float64, 31376: const    -0.004142
vwretd    1.058460
dtype: float64, 31384: const     0.007672
vwretd    1.044172
dtype: float64, 31385: const    -0.019335
vwretd    0.311824
dtype: float64, 31392: const    -0.002574
vwretd    0.354086
dtype: float64, 31393: const    -0.016894
vwretd    0.983540
dtype: float64, 31405: const    -0.002766
vwretd    0.956482
dtype: float64, 31406: const     0.025185
vwretd    0.154392
dtype: float64, 31414: const    -0.004077
vwretd    1.010634
dtype: float64, 31421: const     0.003943
vwretd    1.065365
dtype: float64, 31422: const    -0.000029
vwretd    0.770225
dtype: float64, 31448: const     0.026024
vwretd    1.783950
dtype: float64, 31449: const    -0.047730
vwretd    4.316834
dtype: float64, 31456: const     0.006711
vwretd    1.422451
dtype: float64, 31457: const     0.009017
vwretd    0.469816
dtype: float64, 31464: const    -0.003722
vwretd    1.122712
dtype: float64, 31465: const    -0.000842
vwretd    1.106168
dtype: float64, 31472: const    -0.005847
vwretd    1.481293
dtype: float64, 31473: const     0.002211
vwretd    0.566079
dtype: float64, 31480: const     0.005973
vwretd    0.629807
dtype: float64, 31481: const     0.015099
vwretd    1.070517
dtype: float64, 31499: const     0.009634
vwretd    1.583436
dtype: float64, 31500: const     0.009458
vwretd    1.175996
dtype: float64, 31501: const     0.004361
vwretd    1.724273
dtype: float64, 31528: const     0.00817
vwretd    1.09348
dtype: float64, 31529: const     0.032002
vwretd    1.458909
dtype: float64, 31536: const     0.004789
vwretd    1.036434
dtype: float64, 31537: const     0.022323
vwretd    1.798236
dtype: float64, 31544: const     0.005778
vwretd    1.800738
dtype: float64, 31552: const     0.004913
vwretd    1.109110
dtype: float64, 31560: const     0.019242
vwretd    0.366589
dtype: float64, 31561: const     0.013623
vwretd    0.650442
dtype: float64, 31579: const     0.000981
vwretd    1.817615
dtype: float64, 31580: const    -0.035307
vwretd    0.224093
dtype: float64, 31587: const     0.006370
vwretd    0.842142
dtype: float64, 31595: const    -0.004507
vwretd    1.259685
dtype: float64, 31596: const     0.076993
vwretd    0.377670
dtype: float64, 31608: const    -0.006497
vwretd    1.973619
dtype: float64, 31609: const     0.026367
vwretd    0.233402
dtype: float64, 31616: const    -0.011624
vwretd    1.488252
dtype: float64, 31617: const     0.007612
vwretd   -3.369881
dtype: float64, 31624: const     0.016835
vwretd    1.686172
dtype: float64, 31625: const     0.016211
vwretd    0.191560
dtype: float64, 31632: const     0.011433
vwretd    1.322460
dtype: float64, 31640: const     0.001730
vwretd    1.540797
dtype: float64, 31659: const     0.000768
vwretd    1.179352
dtype: float64, 31668: const     0.010511
vwretd    0.692941
dtype: float64, 31675: const     0.012957
vwretd    1.895543
dtype: float64, 31683: const     0.009001
vwretd    1.277382
dtype: float64, 31691: const     0.005829
vwretd    0.732142
dtype: float64, 31692: const    -0.050461
vwretd   -0.180183
dtype: float64, 31704: const     0.014229
vwretd    1.378671
dtype: float64, 31705: const    -0.004917
vwretd    0.858835
dtype: float64, 31712: const     0.006902
vwretd    1.306825
dtype: float64, 31713: const    -0.025089
vwretd    0.057244
dtype: float64, 31720: const     0.008558
vwretd    1.336489
dtype: float64, 31721: const     0.011815
vwretd    2.691522
dtype: float64, 31740: const     0.038067
vwretd    0.922592
dtype: float64, 31747: const     0.012771
vwretd    0.986183
dtype: float64, 31748: const    -0.002876
vwretd    0.739766
dtype: float64, 31755: const    -0.000751
vwretd    1.549130
dtype: float64, 31756: const    -0.011121
vwretd    1.726993
dtype: float64, 31763: const     0.001603
vwretd    1.405498
dtype: float64, 31764: const    -0.004328
vwretd    0.541763
dtype: float64, 31772: const    -0.135573
vwretd   -0.640772
dtype: float64, 31798: const    -0.002183
vwretd    0.883209
dtype: float64, 31799: const     0.010201
vwretd    1.432552
dtype: float64, 31800: const     0.020729
vwretd    1.561041
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vwretd    1.413566
dtype: float64, 31819: const     0.002139
vwretd    1.181173
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vwretd   -0.087527
dtype: float64, 31827: const     0.002023
vwretd    2.049673
dtype: float64, 31835: const    -0.010448
vwretd    1.912018
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vwretd    0.535118
dtype: float64, 31843: const    -0.000021
vwretd    0.795982
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vwretd    0.479317
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vwretd    1.574748
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vwretd    0.779013
dtype: float64, 31878: const    -0.005068
vwretd    1.613086
dtype: float64, 31879: const     0.004074
vwretd    0.694852
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vwretd    0.860559
dtype: float64, 31887: const    -0.116355
vwretd    6.564868
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vwretd    1.795748
dtype: float64, 31895: const    -0.008452
vwretd    0.109910
dtype: float64, 31907: const     0.001874
vwretd    1.454469
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vwretd    0.903373
dtype: float64, 31915: const    -0.000376
vwretd    1.373928
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vwretd    1.148150
dtype: float64, 31923: const     0.005200
vwretd    1.259742
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vwretd    1.022565
dtype: float64, 31932: const     0.171020
vwretd    7.982823
dtype: float64, 31958: const     0.002216
vwretd    1.379813
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vwretd    0.675844
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vwretd    3.343860
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vwretd    1.367142
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vwretd    1.128611
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vwretd    5.568711
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vwretd    1.448178
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vwretd    0.825806
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vwretd    0.578701
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vwretd    0.938943
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vwretd    1.499089
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vwretd    2.431919
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vwretd    0.703306
dtype: float64, 32029: const    -0.001867
vwretd    0.727175
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vwretd    1.585353
dtype: float64, 32037: const    -0.010418
vwretd    0.976705
dtype: float64, 32038: const     0.018712
vwretd    0.300575
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vwretd    2.173101
dtype: float64, 32046: const     0.005042
vwretd    0.972740
dtype: float64, 32053: const     0.004587
vwretd    0.988401
dtype: float64, 32054: const     0.000291
vwretd    1.544930
dtype: float64, 32061: const    -0.004071
vwretd    1.728090
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vwretd    0.706310
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vwretd    1.837960
dtype: float64, 32089: const     0.017829
vwretd    2.174627
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vwretd    0.969610
dtype: float64, 32097: const     0.095022
vwretd    0.970787
dtype: float64, 32109: const     0.003866
vwretd   -0.025787
dtype: float64, 32110: const     0.008105
vwretd    1.143935
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vwretd    1.358927
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vwretd    0.908919
dtype: float64, 32125: const     0.007683
vwretd    1.525167
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vwretd    0.864881
dtype: float64, 32133: const    -0.001034
vwretd    1.092004
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vwretd    0.366933
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vwretd    1.485141
dtype: float64, 32142: const    -0.122531
vwretd    1.331240
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vwretd    0.714883
dtype: float64, 32169: const    -0.029074
vwretd    1.582790
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vwretd   -1.371745
dtype: float64, 32177: const     0.033041
vwretd    0.888128
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vwretd    1.631760
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vwretd    0.637164
dtype: float64, 32193: const     0.015442
vwretd    0.705164
dtype: float64, 32205: const     0.008705
vwretd    0.929479
dtype: float64, 32206: const    -0.162882
vwretd    1.625607
dtype: float64, 32213: const     0.002996
vwretd    0.810712
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vwretd   -1.471400
dtype: float64, 32222: const    -0.001499
vwretd    1.053856
dtype: float64, 32248: const    -0.014316
vwretd    0.447530
dtype: float64, 32249: const     0.026371
vwretd    0.786010
dtype: float64, 32256: const     0.003658
vwretd    1.009297
dtype: float64, 32264: const    -0.026412
vwretd    1.913352
dtype: float64, 32265: const     0.014269
vwretd    0.555008
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vwretd    1.501791
dtype: float64, 32273: const    -0.008435
vwretd    0.303993
dtype: float64, 32280: const     0.014254
vwretd    1.087923
dtype: float64, 32281: const     0.010866
vwretd    0.321075
dtype: float64, 32299: const     0.009171
vwretd    1.077700
dtype: float64, 32300: const     0.046964
vwretd   -0.082403
dtype: float64, 32301: const     0.002394
vwretd    1.879837
dtype: float64, 32302: const     0.006384
vwretd    0.539002
dtype: float64, 32328: const     0.007407
vwretd    1.416776
dtype: float64, 32329: const     0.010915
vwretd    1.172903
dtype: float64, 32336: const     0.013921
vwretd    1.431184
dtype: float64, 32337: const     0.003433
vwretd    0.083421
dtype: float64, 32344: const    -0.000842
vwretd    2.080253
dtype: float64, 32352: const     0.012396
vwretd    1.120263
dtype: float64, 32360: const     0.000581
vwretd    1.458871
dtype: float64, 32361: const    -0.030296
vwretd    3.003667
dtype: float64, 32379: const     0.004641
vwretd    1.305975
dtype: float64, 32380: const     0.038672
vwretd    2.073782
dtype: float64, 32387: const     0.000054
vwretd    0.670868
dtype: float64, 32388: const     0.057224
vwretd   -0.140727
dtype: float64, 32395: const     0.001534
vwretd    1.032880
dtype: float64, 32396: const     0.015996
vwretd    0.930025
dtype: float64, 32408: const     0.016750
vwretd    1.284315
dtype: float64, 32409: const    -0.006344
vwretd    1.233843
dtype: float64, 32416: const     0.007428
vwretd    0.516200
dtype: float64, 32417: const     0.008584
vwretd    1.330081
dtype: float64, 32424: const     0.013519
vwretd    0.267264
dtype: float64, 32425: const     0.014141
vwretd    0.572916
dtype: float64, 32440: const     0.007128
vwretd    1.202606
dtype: float64, 32441: const     0.033764
vwretd    3.147271
dtype: float64, 32459: const     0.005270
vwretd    0.908581
dtype: float64, 32460: const     0.018716
vwretd    0.776617
dtype: float64, 32467: const     0.015696
vwretd    1.457556
dtype: float64, 32468: const     0.007883
vwretd    1.537453
dtype: float64, 32475: const     0.006850
vwretd    1.245366
dtype: float64, 32476: const     0.011990
vwretd    0.872155
dtype: float64, 32483: const     0.002515
vwretd    2.264386
dtype: float64, 32484: const    -0.044262
vwretd    0.755191
dtype: float64, 32491: const     0.004515
vwretd    1.032336
dtype: float64, 32492: const     0.022263
vwretd    1.329669
dtype: float64, 32504: const    -0.003153
vwretd    1.650367
dtype: float64, 32512: const     0.026524
vwretd    1.998386
dtype: float64, 32513: const    -0.003848
vwretd    1.556641
dtype: float64, 32520: const     0.001269
vwretd    1.266754
dtype: float64, 32521: const    -0.006502
vwretd    0.565823
dtype: float64, 32540: const     0.008183
vwretd    2.167395
dtype: float64, 32547: const    -0.014137
vwretd   -0.590346
dtype: float64, 32548: const    -0.006912
vwretd    1.483168
dtype: float64, 32555: const    -0.045241
vwretd    1.793322
dtype: float64, 32556: const    -0.030987
vwretd   -0.626150
dtype: float64, 32563: const    -0.005584
vwretd    1.205113
dtype: float64, 32564: const    -0.020254
vwretd    2.392648
dtype: float64, 32571: const     0.003043
vwretd    1.133950
dtype: float64, 32572: const    -0.053429
vwretd   -0.219218
dtype: float64, 32598: const     0.001077
vwretd    0.750987
dtype: float64, 32599: const    -0.000468
vwretd    0.870256
dtype: float64, 32600: const    -0.001524
vwretd    1.438930
dtype: float64, 32619: const     0.002956
vwretd    0.464329
dtype: float64, 32620: const     0.063697
vwretd   -0.271326
dtype: float64, 32628: const     0.003474
vwretd    0.638668
dtype: float64, 32635: const    -0.098603
vwretd   -5.940050
dtype: float64, 32636: const     0.005476
vwretd    1.608334
dtype: float64, 32643: const     0.005547
vwretd    1.203459
dtype: float64, 32644: const    -0.021203
vwretd   -1.183099
dtype: float64, 32651: const     0.002083
vwretd    1.220720
dtype: float64, 32652: const    -0.000340
vwretd    0.698253
dtype: float64, 32678: const     0.008916
vwretd    1.261304
dtype: float64, 32679: const    -0.018194
vwretd    0.609434
dtype: float64, 32686: const     0.008906
vwretd    1.178999
dtype: float64, 32687: const    -0.011907
vwretd    1.124458
dtype: float64, 32694: const     0.002236
vwretd    1.169727
dtype: float64, 32695: const     0.006123
vwretd    1.374191
dtype: float64, 32707: const     0.004173
vwretd    1.205248
dtype: float64, 32708: const     0.025038
vwretd   -1.118306
dtype: float64, 32715: const     0.004755
vwretd    1.729803
dtype: float64, 32716: const    -0.00620
vwretd    0.75121
dtype: float64, 32723: const     0.017498
vwretd    1.168268
dtype: float64, 32724: const      0.130508
vwretd    15.462669
dtype: float64, 32731: const     0.004179
vwretd    0.640554
dtype: float64, 32732: const    -0.218878
vwretd   -2.280826
dtype: float64, 32758: const     0.028266
vwretd    1.913351
dtype: float64, 32759: const     0.005969
vwretd    0.594302
dtype: float64, 32766: const     0.050155
vwretd    2.019559
dtype: float64, 32774: const    -0.023546
vwretd    0.935402
dtype: float64, 32775: const    -0.11583
vwretd   -2.33241
dtype: float64, 32782: const     0.006226
vwretd    1.157992
dtype: float64, 32783: const     0.022042
vwretd   -1.136469
dtype: float64, 32790: const     0.004174
vwretd    0.616155
dtype: float64, 32791: const     0.008950
vwretd    1.190928
dtype: float64, 32803: const     0.013501
vwretd    0.927292
dtype: float64, 32804: const     0.009251
vwretd    0.319855
dtype: float64, 32811: const     0.008243
vwretd    0.804962
dtype: float64, 32838: const     0.039728
vwretd    2.313934
dtype: float64, 32839: const     0.006673
vwretd    0.965306
dtype: float64, 32846: const     0.008004
vwretd    0.092767
dtype: float64, 32847: const    -0.028230
vwretd    0.739371
dtype: float64, 32854: const     0.008942
vwretd    1.574933
dtype: float64, 32855: const     0.034430
vwretd    2.988989
dtype: float64, 32862: const     0.007240
vwretd    1.313243
dtype: float64, 32863: const    -0.141281
vwretd    0.983907
dtype: float64, 32870: const     0.009277
vwretd    0.513139
dtype: float64, 32889: const     0.009097
vwretd   -0.562279
dtype: float64, 32890: const     0.000604
vwretd    1.185262
dtype: float64, 32897: const    -0.003717
vwretd    1.296645
dtype: float64, 32898: const    -0.020542
vwretd    0.454693
dtype: float64, 32918: const     0.001220
vwretd    0.889529
dtype: float64, 32926: const     0.009169
vwretd    0.979882
dtype: float64, 32927: const    -0.015977
vwretd    1.308196
dtype: float64, 32934: const     0.005175
vwretd    0.915962
dtype: float64, 32935: const    -0.044719
vwretd    0.297556
dtype: float64, 32942: const     0.004361
vwretd    1.012705
dtype: float64, 32943: const     0.014807
vwretd    0.299845
dtype: float64, 32950: const     0.008264
vwretd    0.076068
dtype: float64, 32969: const     0.006722
vwretd    1.352700
dtype: float64, 32970: const    -0.018379
vwretd    0.985011
dtype: float64, 32977: const    -0.023436
vwretd    1.445005
dtype: float64, 32978: const     0.035395
vwretd    0.366858
dtype: float64, 32985: const     0.003384
vwretd    1.279842
dtype: float64, 32986: const     0.008481
vwretd    0.362073
dtype: float64, 32993: const    -0.010710
vwretd    1.255271
dtype: float64, 32994: const    -0.051918
vwretd    1.031601
dtype: float64, 33005: const     0.007731
vwretd    1.774216
dtype: float64, 33006: const    -0.138988
vwretd   -0.162248
dtype: float64, 33013: const     0.005926
vwretd    1.452407
dtype: float64, 33014: const     0.014664
vwretd    0.700369
dtype: float64, 33021: const     0.000495
vwretd    1.299864
dtype: float64, 33048: const     0.006013
vwretd    1.482737
dtype: float64, 33049: const    -0.055990
vwretd    1.314358
dtype: float64, 33056: const     0.001835
vwretd    0.944968
dtype: float64, 33057: const     0.038178
vwretd    1.369808
dtype: float64, 33064: const    -0.002286
vwretd    1.647959
dtype: float64, 33072: const     0.001327
vwretd    0.901654
dtype: float64, 33073: const    -0.011455
vwretd    0.811176
dtype: float64, 33080: const     0.006393
vwretd    0.638853
dtype: float64, 33081: const     0.001520
vwretd    1.310939
dtype: float64, 33099: const     0.003483
vwretd    0.841895
dtype: float64, 33100: const    -0.064848
vwretd    0.718810
dtype: float64, 33101: const     0.003147
vwretd    0.217892
dtype: float64, 33102: const    -0.018186
vwretd    1.848525
dtype: float64, 33128: const     0.028129
vwretd   -0.630833
dtype: float64, 33129: const     0.019416
vwretd    0.647414
dtype: float64, 33136: const    -0.006994
vwretd    1.366172
dtype: float64, 33137: const     0.005232
vwretd    1.432926
dtype: float64, 33144: const    -0.004810
vwretd    1.450877
dtype: float64, 33145: const     0.013541
vwretd    1.672077
dtype: float64, 33152: const     0.037201
vwretd    0.718748
dtype: float64, 33153: const     0.001875
vwretd    1.669857
dtype: float64, 33160: const     0.002222
vwretd    1.042087
dtype: float64, 33161: const     0.020900
vwretd    1.074282
dtype: float64, 33179: const    -0.006297
vwretd    1.209307
dtype: float64, 33187: const     0.020254
vwretd    0.434039
dtype: float64, 33188: const     0.005325
vwretd    0.820165
dtype: float64, 33195: const     0.003966
vwretd    2.713950
dtype: float64, 33196: const     0.003061
vwretd    0.420464
dtype: float64, 33208: const    -0.036549
vwretd   -0.825045
dtype: float64, 33209: const     0.000173
vwretd    1.607183
dtype: float64, 33216: const    -0.001174
vwretd    1.148843
dtype: float64, 33224: const     0.009240
vwretd    0.735948
dtype: float64, 33232: const     0.000616
vwretd    1.211007
dtype: float64, 33233: const     0.009984
vwretd    1.229219
dtype: float64, 33240: const    -0.001745
vwretd    1.460621
dtype: float64, 33241: const     0.001591
vwretd    1.263693
dtype: float64, 33259: const     0.009118
vwretd    2.069829
dtype: float64, 33260: const    -0.036460
vwretd    0.593395
dtype: float64, 33267: const     0.000121
vwretd    1.505309
dtype: float64, 33268: const     0.024108
vwretd    2.108770
dtype: float64, 33275: const     0.007790
vwretd    1.024216
dtype: float64, 33276: const     0.026531
vwretd    1.390161
dtype: float64, 33283: const     0.004923
vwretd    1.450760
dtype: float64, 33284: const    -0.010991
vwretd    2.446924
dtype: float64, 33291: const    -0.000935
vwretd    1.662231
dtype: float64, 33292: const    -0.004107
vwretd    0.729382
dtype: float64, 33304: const     0.014485
vwretd    1.675595
dtype: float64, 33305: const     0.004479
vwretd    0.806707
dtype: float64, 33312: const     0.007363
vwretd    1.957478
dtype: float64, 33313: const     0.018581
vwretd    0.423740
dtype: float64, 33320: const    -0.006011
vwretd    1.278050
dtype: float64, 33321: const     0.009894
vwretd    0.739651
dtype: float64, 33339: const    -0.008220
vwretd    1.816119
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vwretd    0.753686
dtype: float64, 33347: const     0.001276
vwretd    1.048211
dtype: float64, 33348: const    -0.008871
vwretd    1.567240
dtype: float64, 33363: const     0.004296
vwretd    1.373132
dtype: float64, 33371: const     0.004925
vwretd    1.038217
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vwretd    0.882222
dtype: float64, 33398: const     0.006746
vwretd    0.986528
dtype: float64, 33399: const    -0.039436
vwretd    1.324034
dtype: float64, 33400: const     0.010387
vwretd    1.302999
dtype: float64, 33401: const     0.008159
vwretd    0.443175
dtype: float64, 33419: const     0.019855
vwretd    2.335263
dtype: float64, 33420: const     0.005607
vwretd    0.867718
dtype: float64, 33427: const     0.006586
vwretd    1.863056
dtype: float64, 33428: const     0.009345
vwretd    1.706489
dtype: float64, 33435: const     0.011832
vwretd    0.892321
dtype: float64, 33436: const     0.007201
vwretd    0.257004
dtype: float64, 33443: const    -0.095908
vwretd   -0.438306
dtype: float64, 33451: const     0.002076
vwretd    1.184912
dtype: float64, 33452: const     0.001225
vwretd    1.264808
dtype: float64, 33478: const     0.006269
vwretd    1.148874
dtype: float64, 33479: const    -0.022911
vwretd    0.517677
dtype: float64, 33486: const    -0.014479
vwretd    2.149943
dtype: float64, 33494: const    -0.066678
vwretd    2.452105
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vwretd    0.400212
dtype: float64, 33507: const    -0.002560
vwretd    0.915003
dtype: float64, 33508: const    -0.007963
vwretd    1.518163
dtype: float64, 33515: const     0.018521
vwretd    0.353234
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vwretd    0.256688
dtype: float64, 33523: const    -0.005621
vwretd    0.860331
dtype: float64, 33524: const    -0.005490
vwretd    1.689639
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vwretd    0.770630
dtype: float64, 33532: const     0.004332
vwretd    1.010378
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vwretd   -0.250751
dtype: float64, 33559: const     0.051223
vwretd   -0.712923
dtype: float64, 33566: const     0.001538
vwretd    1.441496
dtype: float64, 33567: const    -0.005017
vwretd    0.913806
dtype: float64, 33574: const    -0.008050
vwretd    2.301645
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vwretd    0.245162
dtype: float64, 33582: const     0.016178
vwretd    1.110643
dtype: float64, 33583: const     0.003916
vwretd    1.026278
dtype: float64, 33590: const    -0.020064
vwretd   -0.856573
dtype: float64, 33591: const     0.009915
vwretd    1.675040
dtype: float64, 33603: const     0.003415
vwretd    1.120865
dtype: float64, 33604: const    -0.109570
vwretd    2.064576
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vwretd    1.099449
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vwretd    1.445514
dtype: float64, 33638: const     0.028610
vwretd    0.797588
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vwretd    0.646203
dtype: float64, 33646: const    -0.004899
vwretd    1.257676
dtype: float64, 33647: const     0.005833
vwretd    0.276892
dtype: float64, 33654: const     0.019618
vwretd    0.731090
dtype: float64, 33655: const    -0.027465
vwretd    0.275540
dtype: float64, 33662: const     0.037243
vwretd   -2.395289
dtype: float64, 33670: const     0.005955
vwretd    2.721260
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vwretd    2.027222
dtype: float64, 33697: const     0.016638
vwretd    1.600533
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vwretd    2.625412
dtype: float64, 33718: const    -0.041903
vwretd    4.374531
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vwretd    0.623368
dtype: float64, 33726: const     0.013894
vwretd   -0.291681
dtype: float64, 33727: const     0.004991
vwretd    0.882999
dtype: float64, 33734: const     0.001572
vwretd    1.705673
dtype: float64, 33735: const     0.022507
vwretd    0.730648
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vwretd    2.535007
dtype: float64, 33743: const     0.030736
vwretd    0.209111
dtype: float64, 33750: const    -0.000231
vwretd    1.789585
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vwretd    0.829487
dtype: float64, 33769: const    -0.003323
vwretd    1.287884
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vwretd    0.675551
dtype: float64, 33777: const     0.024498
vwretd    2.039728
dtype: float64, 33778: const    -0.039497
vwretd    1.445050
dtype: float64, 33785: const     0.002725
vwretd    1.660954
dtype: float64, 33793: const     0.001989
vwretd    1.791349
dtype: float64, 33794: const    -0.025295
vwretd    1.861168
dtype: float64, 33806: const     0.007433
vwretd    0.634863
dtype: float64, 33807: const     0.017670
vwretd    0.655549
dtype: float64, 33814: const     0.000792
vwretd    0.938256
dtype: float64, 33815: const     0.007539
vwretd    1.371888
dtype: float64, 33822: const     0.017984
vwretd    0.299992
dtype: float64, 33823: const     0.011696
vwretd    1.437325
dtype: float64, 33830: const     0.003550
vwretd    1.725026
dtype: float64, 33831: const    -0.029958
vwretd   -0.433685
dtype: float64, 33849: const     0.001645
vwretd    1.198147
dtype: float64, 33857: const     0.000375
vwretd    1.633633
dtype: float64, 33858: const     0.004709
vwretd    1.350304
dtype: float64, 33865: const     0.003326
vwretd    0.804621
dtype: float64, 33866: const     0.058598
vwretd    1.435417
dtype: float64, 33873: const    -0.001365
vwretd    1.508244
dtype: float64, 33881: const     0.031671
vwretd    4.356012
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vwretd    0.261707
dtype: float64, 33902: const     0.016328
vwretd    1.192312
dtype: float64, 33903: const     0.021352
vwretd    0.207367
dtype: float64, 33910: const    -0.005451
vwretd    2.730380
dtype: float64, 33911: const    -0.041574
vwretd    2.770887
dtype: float64, 33929: const    -0.007539
vwretd    1.234150
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vwretd   -4.294629
dtype: float64, 33937: const     0.006815
vwretd    0.339735
dtype: float64, 33945: const    -0.011443
vwretd    1.810681
dtype: float64, 33953: const    -0.005492
vwretd    1.581297
dtype: float64, 33954: const    -0.005164
vwretd    0.721996
dtype: float64, 33961: const    -0.007417
vwretd    1.271937
dtype: float64, 33962: const    -0.002168
vwretd    1.740254
dtype: float64, 33988: const     0.006784
vwretd    0.711082
dtype: float64, 33989: const    -0.008197
vwretd    1.916419
dtype: float64, 33996: const    -0.000738
vwretd    1.246366
dtype: float64, 33997: const     0.021707
vwretd    0.933200
dtype: float64, 34008: const     0.007128
vwretd   -0.158615
dtype: float64, 34016: const     0.009479
vwretd    1.587042
dtype: float64, 34017: const     0.020552
vwretd    1.066267
dtype: float64, 34024: const     0.003494
vwretd    1.203209
dtype: float64, 34032: const     0.000996
vwretd    1.433378
dtype: float64, 34033: const    -0.014651
vwretd    0.675954
dtype: float64, 34040: const    -0.005801
vwretd    1.165915
dtype: float64, 34041: const     0.001183
vwretd    0.593420
dtype: float64, 34059: const     0.001569
vwretd    1.020722
dtype: float64, 34067: const    -0.000523
vwretd    1.341278
dtype: float64, 34068: const     0.031977
vwretd   -0.187783
dtype: float64, 34075: const     0.000681
vwretd    1.484236
dtype: float64, 34076: const     0.010284
vwretd    1.055388
dtype: float64, 34083: const     0.012878
vwretd    1.967959
dtype: float64, 34091: const     0.013480
vwretd    0.539775
dtype: float64, 34112: const     0.004684
vwretd   -1.168095
dtype: float64, 34113: const    -0.005673
vwretd    0.135758
dtype: float64, 34120: const     0.012215
vwretd    0.723334
dtype: float64, 34121: const     0.004350
vwretd    0.331601
dtype: float64, 34139: const     0.014309
vwretd    1.504144
dtype: float64, 34147: const    -0.002429
vwretd    1.815855
dtype: float64, 34155: const     0.022052
vwretd    0.695759
dtype: float64, 34156: const     0.00516
vwretd    1.76151
dtype: float64, 34163: const    -0.000357
vwretd    0.349832
dtype: float64, 34171: const    -0.009924
vwretd    1.448257
dtype: float64, 34172: const     0.011310
vwretd    0.813324
dtype: float64, 34198: const     0.014282
vwretd    1.463946
dtype: float64, 34199: const    -0.175895
vwretd   -0.025273
dtype: float64, 34200: const     0.003737
vwretd    1.018924
dtype: float64, 34201: const    -0.028028
vwretd   -0.715544
dtype: float64, 34219: const     0.021555
vwretd    0.858663
dtype: float64, 34220: const     0.088348
vwretd    2.051506
dtype: float64, 34227: const     0.005068
vwretd    0.587260
dtype: float64, 34228: const     0.009536
vwretd    0.819078
dtype: float64, 34235: const    -0.004969
vwretd    1.698898
dtype: float64, 34236: const    -0.076216
vwretd    1.189625
dtype: float64, 34243: const     0.017345
vwretd    0.416073
dtype: float64, 34244: const     0.034232
vwretd   -4.853086
dtype: float64, 34251: const     0.006714
vwretd    1.328314
dtype: float64, 34278: const     0.010203
vwretd    1.559305
dtype: float64, 34279: const     0.024628
vwretd    1.106831
dtype: float64, 34286: const     0.004057
vwretd    2.199787
dtype: float64, 34287: const     0.014786
vwretd    0.742662
dtype: float64, 34294: const     0.055616
vwretd   -0.394362
dtype: float64, 34295: const    -0.025364
vwretd    2.011990
dtype: float64, 34307: const     0.056027
vwretd   -1.292971
dtype: float64, 34308: const     0.005520
vwretd    0.766229
dtype: float64, 34315: const     0.011086
vwretd    0.641547
dtype: float64, 34316: const     0.016547
vwretd    0.515652
dtype: float64, 34323: const     0.002034
vwretd    0.465712
dtype: float64, 34324: const     0.003994
vwretd    0.977272
dtype: float64, 34331: const     0.004282
vwretd    0.779580
dtype: float64, 34332: const    -0.011794
vwretd    0.860462
dtype: float64, 34358: const     0.003753
vwretd    1.604907
dtype: float64, 34359: const    -0.006259
vwretd    1.107364
dtype: float64, 34366: const     0.007226
vwretd    0.992445
dtype: float64, 34367: const     0.001103
vwretd    0.933600
dtype: float64, 34374: const    -0.006957
vwretd    1.608695
dtype: float64, 34382: const     0.008012
vwretd    0.096932
dtype: float64, 34383: const     0.008227
vwretd    0.935077
dtype: float64, 34390: const    -0.006094
vwretd    2.238387
dtype: float64, 34391: const    -0.000973
vwretd    1.019756
dtype: float64, 34403: const     0.014366
vwretd   -0.367655
dtype: float64, 34404: const     0.005597
vwretd    1.111730
dtype: float64, 34411: const     0.004300
vwretd    1.752863
dtype: float64, 34438: const     0.003202
vwretd    1.514505
dtype: float64, 34439: const     0.001311
vwretd    1.241261
dtype: float64, 34446: const     0.024010
vwretd   -2.833406
dtype: float64, 34447: const     0.012327
vwretd    0.672337
dtype: float64, 34454: const    -0.003105
vwretd    0.558064
dtype: float64, 34462: const    -0.017365
vwretd    1.323605
dtype: float64, 34463: const     0.006892
vwretd    0.520350
dtype: float64, 34470: const     0.013390
vwretd    3.417345
dtype: float64, 34471: const    -0.006578
vwretd    0.326190
dtype: float64, 34489: const    -0.04518
vwretd    1.02876
dtype: float64, 34490: const    -0.038775
vwretd    1.503387
dtype: float64, 34497: const     0.005421
vwretd    0.753528
dtype: float64, 34498: const     0.011020
vwretd    0.517978
dtype: float64, 34518: const    -0.011581
vwretd    1.572190
dtype: float64, 34519: const     0.004987
vwretd    0.421033
dtype: float64, 34526: const     0.063556
vwretd   -0.336180
dtype: float64, 34527: const     0.042274
vwretd    0.975544
dtype: float64, 34534: const     0.010926
vwretd    0.926211
dtype: float64, 34535: const     0.014801
vwretd   -0.033328
dtype: float64, 34542: const    -0.158309
vwretd    1.877002
dtype: float64, 34550: const     0.010640
vwretd    1.726789
dtype: float64, 34551: const     0.014211
vwretd    1.515853
dtype: float64, 34569: const     0.017926
vwretd    1.309383
dtype: float64, 34577: const     0.024066
vwretd    0.325459
dtype: float64, 34578: const    -0.008670
vwretd    1.223521
dtype: float64, 34585: const     0.006627
vwretd    0.505579
dtype: float64, 34586: const     0.013891
vwretd    0.864296
dtype: float64, 34593: const    -0.008168
vwretd    1.655116
dtype: float64, 34594: const     0.015839
vwretd    0.200339
dtype: float64, 34606: const     0.005314
vwretd    0.822389
dtype: float64, 34607: const    -0.025775
vwretd    0.656489
dtype: float64, 34614: const     0.014190
vwretd    0.874844
dtype: float64, 34622: const     0.016228
vwretd    1.892470
dtype: float64, 34623: const    -0.005299
vwretd    1.357620
dtype: float64, 34630: const    -0.003488
vwretd    1.327344
dtype: float64, 34631: const     0.002441
vwretd    0.974172
dtype: float64, 34649: const     0.007384
vwretd    1.028190
dtype: float64, 34650: const    -0.034175
vwretd    0.243378
dtype: float64, 34657: const     0.002199
vwretd    0.567004
dtype: float64, 34658: const     0.024261
vwretd    0.429189
dtype: float64, 34665: const     0.001150
vwretd    0.964873
dtype: float64, 34666: const    -0.013248
vwretd    1.445141
dtype: float64, 34673: const     0.000395
vwretd    1.597823
dtype: float64, 34674: const     0.025678
vwretd   -0.133951
dtype: float64, 34681: const     0.006078
vwretd    1.289091
dtype: float64, 34682: const     0.018620
vwretd    1.605477
dtype: float64, 34703: const     0.127462
vwretd   -2.669125
dtype: float64, 34710: const     0.011451
vwretd    1.099691
dtype: float64, 34711: const     0.031390
vwretd    1.036243
dtype: float64, 34729: const    -0.015713
vwretd    0.645830
dtype: float64, 34730: const     0.009384
vwretd    2.250159
dtype: float64, 34737: const    -0.023570
vwretd    6.003448
dtype: float64, 34738: const     0.007812
vwretd    0.675595
dtype: float64, 34745: const     0.008112
vwretd    1.674375
dtype: float64, 34746: const     0.005911
vwretd    0.970372
dtype: float64, 34753: const     0.005083
vwretd    1.109677
dtype: float64, 34754: const    -0.002159
vwretd    0.314068
dtype: float64, 34761: const     0.007828
vwretd    0.161637
dtype: float64, 34788: const    -0.008030
vwretd   -0.276076
dtype: float64, 34789: const    -0.114044
vwretd   -0.545188
dtype: float64, 34796: const     0.010228
vwretd    1.471182
dtype: float64, 34797: const     0.029822
vwretd    0.441914
dtype: float64, 34809: const    -0.016889
vwretd    1.684693
dtype: float64, 34810: const     0.012242
vwretd    1.011803
dtype: float64, 34817: const     0.005608
vwretd    1.314159
dtype: float64, 34818: const     0.001847
vwretd    0.871281
dtype: float64, 34825: const     0.001891
vwretd    1.384711
dtype: float64, 34826: const    -0.059494
vwretd    0.547666
dtype: float64, 34833: const     0.004004
vwretd    1.066856
dtype: float64, 34834: const    -0.022216
vwretd    0.603867
dtype: float64, 34841: const    -0.003248
vwretd    1.306037
dtype: float64, 34842: const    -0.014258
vwretd    0.945803
dtype: float64, 34868: const     0.007497
vwretd    0.891197
dtype: float64, 34869: const     0.016325
vwretd    0.214473
dtype: float64, 34876: const    -0.006174
vwretd    1.874931
dtype: float64, 34877: const     0.016332
vwretd   -0.083639
dtype: float64, 34884: const    -0.002050
vwretd    1.120921
dtype: float64, 34885: const     0.010806
vwretd    0.971401
dtype: float64, 34892: const    -0.007597
vwretd    0.513715
dtype: float64, 34893: const     0.014524
vwretd    0.821254
dtype: float64, 34905: const     0.000190
vwretd    1.326626
dtype: float64, 34906: const    -0.040080
vwretd    1.030233
dtype: float64, 34913: const     0.009370
vwretd    0.854052
dtype: float64, 34921: const    -0.006485
vwretd    0.677908
dtype: float64, 34922: const    -0.028382
vwretd    1.380703
dtype: float64, 34936: const    -0.003511
vwretd    1.001224
dtype: float64, 34937: const    -0.053845
vwretd    1.389459
dtype: float64, 34938: const     0.029525
vwretd    0.983003
dtype: float64, 34939: const     0.034672
vwretd    0.932419
dtype: float64, 34948: const     0.005795
vwretd    1.209786
dtype: float64, 34956: const     0.007720
vwretd    0.955925
dtype: float64, 34957: const     0.031090
vwretd    0.893536
dtype: float64, 34964: const    -0.038483
vwretd    1.447134
dtype: float64, 34965: const     0.017226
vwretd    1.523086
dtype: float64, 34972: const     0.003855
vwretd    1.285803
dtype: float64, 34973: const    -0.018456
vwretd    1.714163
dtype: float64, 34980: const     0.001893
vwretd    0.385300
dtype: float64, 34981: const     0.021447
vwretd    1.170692
dtype: float64, 34999: const     0.005675
vwretd    1.540027
dtype: float64, 35000: const     0.044669
vwretd    1.059971
dtype: float64, 35019: const    -0.002426
vwretd    1.754201
dtype: float64, 35020: const     0.001405
vwretd    1.576379
dtype: float64, 35027: const     0.005372
vwretd    1.095111
dtype: float64, 35028: const    -0.010615
vwretd    0.542533
dtype: float64, 35035: const     0.013421
vwretd    1.049890
dtype: float64, 35036: const     0.004218
vwretd    0.873938
dtype: float64, 35043: const     0.022871
vwretd    0.298217
dtype: float64, 35044: const     0.002494
vwretd    0.873080
dtype: float64, 35051: const     0.004334
vwretd    1.292291
dtype: float64, 35052: const     0.006854
vwretd    0.287194
dtype: float64, 35078: const     0.024709
vwretd    2.554614
dtype: float64, 35079: const    -0.021419
vwretd    0.965154
dtype: float64, 35087: const    -0.012699
vwretd    0.378710
dtype: float64, 35094: const     0.009613
vwretd    1.227233
dtype: float64, 35095: const    -0.009849
vwretd    1.701624
dtype: float64, 35107: const     0.002843
vwretd    1.226063
dtype: float64, 35115: const     0.009517
vwretd    1.268456
dtype: float64, 35116: const     0.010785
vwretd    0.775767
dtype: float64, 35123: const     0.033762
vwretd   -0.808600
dtype: float64, 35124: const     0.008457
vwretd    0.892434
dtype: float64, 35131: const     0.020182
vwretd    0.561934
dtype: float64, 35132: const     0.119417
vwretd    1.661314
dtype: float64, 35158: const     0.006756
vwretd    0.565701
dtype: float64, 35159: const     0.018378
vwretd    0.957336
dtype: float64, 35166: const     0.008637
vwretd    1.568146
dtype: float64, 35167: const     0.004577
vwretd    0.757415
dtype: float64, 35174: const     0.013750
vwretd    1.975135
dtype: float64, 35175: const     0.002170
vwretd    0.858248
dtype: float64, 35182: const     0.012355
vwretd    0.623913
dtype: float64, 35183: const     0.021694
vwretd    0.175087
dtype: float64, 35190: const    -0.036957
vwretd    2.180850
dtype: float64, 35191: const    -0.007468
vwretd    0.209957
dtype: float64, 35203: const     0.004883
vwretd    0.943150
dtype: float64, 35204: const     0.009838
vwretd    0.789233
dtype: float64, 35211: const     0.002884
vwretd    1.015505
dtype: float64, 35238: const     0.005217
vwretd    1.136444
dtype: float64, 35239: const     0.005974
vwretd    0.681918
dtype: float64, 35246: const     0.013341
vwretd    1.266109
dtype: float64, 35254: const    -0.004036
vwretd    1.374413
dtype: float64, 35255: const    -0.111977
vwretd    2.705968
dtype: float64, 35262: const    -0.038558
vwretd    2.921876
dtype: float64, 35263: const     0.005382
vwretd    0.538896
dtype: float64, 35270: const     0.026288
vwretd   -0.047942
dtype: float64, 35271: const     0.057185
vwretd    0.265495
dtype: float64, 35289: const     0.068256
vwretd   -0.842410
dtype: float64, 35297: const     0.010171
vwretd    0.605424
dtype: float64, 35298: const     0.002851
vwretd    0.737755
dtype: float64, 35318: const     0.031781
vwretd    1.485271
dtype: float64, 35319: const     0.036404
vwretd    1.884028
dtype: float64, 35326: const     0.022131
vwretd    0.818771
dtype: float64, 35327: const    -0.015366
vwretd    0.186035
dtype: float64, 35334: const    -0.003628
vwretd    1.301953
dtype: float64, 35335: const     0.024918
vwretd    0.614753
dtype: float64, 35342: const    -0.007462
vwretd    1.815105
dtype: float64, 35343: const     0.090836
vwretd   -0.482750
dtype: float64, 35350: const    -0.003485
vwretd    1.423980
dtype: float64, 35351: const    -0.026493
vwretd    0.993688
dtype: float64, 35369: const     0.022356
vwretd    1.100333
dtype: float64, 35370: const     0.006946
vwretd    0.715573
dtype: float64, 35377: const     0.007306
vwretd    1.700119
dtype: float64, 35378: const     0.013473
vwretd    0.353496
dtype: float64, 35385: const    -0.001156
vwretd    1.151378
dtype: float64, 35386: const     0.016283
vwretd    0.550433
dtype: float64, 35393: const     0.005278
vwretd    0.942549
dtype: float64, 35394: const     0.021937
vwretd    0.199328
dtype: float64, 35406: const     0.041880
vwretd   -1.943752
dtype: float64, 35407: const    -0.010678
vwretd    0.478323
dtype: float64, 35414: const    -0.005978
vwretd    2.096512
dtype: float64, 35415: const    -0.002488
vwretd    0.526406
dtype: float64, 35422: const     0.002069
vwretd    1.605934
dtype: float64, 35423: const     0.008568
vwretd    0.720681
dtype: float64, 35430: const     0.006733
vwretd    0.612592
dtype: float64, 35431: const    -0.005817
vwretd    0.586084
dtype: float64, 35449: const    -0.003085
vwretd    1.987905
dtype: float64, 35450: const     0.031448
vwretd    0.247882
dtype: float64, 35457: const     0.010310
vwretd    1.941954
dtype: float64, 35458: const    -0.023210
vwretd    0.113217
dtype: float64, 35465: const     0.008818
vwretd    1.040829
dtype: float64, 35466: const    -0.021786
vwretd    0.972688
dtype: float64, 35473: const    -0.035640
vwretd    5.385945
dtype: float64, 35474: const     0.010232
vwretd    1.101087
dtype: float64, 35481: const     0.066340
vwretd    1.268907
dtype: float64, 35482: const     0.008246
vwretd    0.931685
dtype: float64, 35502: const     0.001534
vwretd    1.103360
dtype: float64, 35503: const     0.005485
vwretd    1.158286
dtype: float64, 35510: const     0.005165
vwretd    1.132484
dtype: float64, 35511: const     0.013788
vwretd    0.927107
dtype: float64, 35529: const     0.006077
vwretd    0.770775
dtype: float64, 35530: const     0.029709
vwretd    0.608951
dtype: float64, 35537: const     0.005078
vwretd    0.970334
dtype: float64, 35538: const     0.016069
vwretd    0.923948
dtype: float64, 35545: const     0.040536
vwretd   -1.273073
dtype: float64, 35546: const     0.062704
vwretd    0.419375
dtype: float64, 35553: const     0.002599
vwretd    0.453468
dtype: float64, 35554: const     0.006387
vwretd    0.722666
dtype: float64, 35561: const     0.006162
vwretd    0.691441
dtype: float64, 35588: const     0.005583
vwretd    1.402295
dtype: float64, 35589: const     0.002054
vwretd    1.599575
dtype: float64, 35596: const     0.054633
vwretd    0.278647
dtype: float64, 35597: const     0.000764
vwretd    0.549921
dtype: float64, 35609: const     0.042049
vwretd    1.173413
dtype: float64, 35617: const     0.008735
vwretd    0.349373
dtype: float64, 35625: const     0.005063
vwretd    1.321843
dtype: float64, 35626: const     0.033213
vwretd    0.840353
dtype: float64, 35633: const     0.029205
vwretd    1.035792
dtype: float64, 35634: const     0.005367
vwretd    0.606081
dtype: float64, 35641: const    -0.001737
vwretd    1.329993
dtype: float64, 35668: const    -0.000114
vwretd    1.735471
dtype: float64, 35669: const     0.026164
vwretd    0.550002
dtype: float64, 35676: const     0.009364
vwretd   -0.296911
dtype: float64, 35677: const     0.029507
vwretd    0.957259
dtype: float64, 35684: const    -0.016565
vwretd    2.393960
dtype: float64, 35685: const     0.005350
vwretd    0.606439
dtype: float64, 35692: const     0.005450
vwretd    1.760873
dtype: float64, 35693: const     0.010276
vwretd    1.179414
dtype: float64, 35705: const     0.004186
vwretd    1.037395
dtype: float64, 35706: const     0.010669
vwretd    1.330092
dtype: float64, 35713: const     0.009779
vwretd    0.158381
dtype: float64, 35714: const     0.015219
vwretd   -0.057166
dtype: float64, 35721: const    -0.053014
vwretd    0.732647
dtype: float64, 35722: const     0.005752
vwretd    0.962258
dtype: float64, 35748: const     0.002300
vwretd    1.577296
dtype: float64, 35749: const     0.021905
vwretd    0.026195
dtype: float64, 35756: const    -0.007894
vwretd    1.060228
dtype: float64, 35757: const     0.016241
vwretd    0.497484
dtype: float64, 35764: const     0.005467
vwretd    0.708380
dtype: float64, 35765: const     0.026544
vwretd    0.241252
dtype: float64, 35772: const     0.006296
vwretd    0.869258
dtype: float64, 35780: const     0.041795
vwretd    0.980156
dtype: float64, 35781: const     0.008267
vwretd    0.741963
dtype: float64, 35799: const     0.018957
vwretd    0.806634
dtype: float64, 35800: const    -0.016419
vwretd    1.208785
dtype: float64, 35801: const     0.005102
vwretd    1.481425
dtype: float64, 35802: const     0.018886
vwretd    0.578553
dtype: float64, 35828: const    -0.018289
vwretd    2.260255
dtype: float64, 35829: const     0.008532
vwretd    0.892034
dtype: float64, 35836: const     0.002888
vwretd    1.006404
dtype: float64, 35837: const     0.012366
vwretd    0.533767
dtype: float64, 35844: const     0.006260
vwretd    0.724947
dtype: float64, 35845: const     0.040787
vwretd   -1.386674
dtype: float64, 35852: const    -0.001902
vwretd    1.266420
dtype: float64, 35853: const     0.008841
vwretd    0.613336
dtype: float64, 35860: const     0.016860
vwretd    1.384201
dtype: float64, 35861: const     0.014852
vwretd    1.848953
dtype: float64, 35879: const    -0.015516
vwretd    0.074617
dtype: float64, 35880: const     0.008562
vwretd    0.814176
dtype: float64, 35887: const     0.008283
vwretd    1.484154
dtype: float64, 35888: const     0.006241
vwretd    1.015623
dtype: float64, 35895: const    -0.004627
vwretd    0.574061
dtype: float64, 35896: const     0.002940
vwretd    0.406508
dtype: float64, 35908: const    -0.000481
vwretd    1.817071
dtype: float64, 35909: const     0.014826
vwretd    0.616621
dtype: float64, 35916: const     0.010238
vwretd    0.984581
dtype: float64, 35917: const     0.002261
vwretd    0.842400
dtype: float64, 35924: const     0.018855
vwretd    0.559250
dtype: float64, 35925: const    -0.001800
vwretd    0.681516
dtype: float64, 35932: const     0.012296
vwretd   -0.375580
dtype: float64, 35933: const    -0.050328
vwretd    0.854412
dtype: float64, 35940: const     0.000764
vwretd    1.031293
dtype: float64, 35941: const    -0.071617
vwretd    0.955269
dtype: float64, 35959: const     0.012682
vwretd    0.745405
dtype: float64, 35960: const     0.010782
vwretd    0.460192
dtype: float64, 35967: const     0.011426
vwretd    0.310985
dtype: float64, 35968: const    -0.007054
vwretd    1.197535
dtype: float64, 35975: const    -0.003165
vwretd    1.447020
dtype: float64, 35976: const     0.014242
vwretd    0.574895
dtype: float64, 35983: const     0.031886
vwretd    2.117977
dtype: float64, 35984: const     0.005399
vwretd    0.719899
dtype: float64, 35991: const     0.004152
vwretd    1.147590
dtype: float64, 35992: const    -0.043981
vwretd    0.360373
dtype: float64, 36003: const     0.009673
vwretd    0.822464
dtype: float64, 36004: const    -0.002974
vwretd    0.067928
dtype: float64, 36011: const    -0.000199
vwretd   -0.092047
dtype: float64, 36012: const     0.033637
vwretd   -0.550490
dtype: float64, 36038: const    -0.025647
vwretd   -1.076357
dtype: float64, 36039: const     0.009820
vwretd    0.105617
dtype: float64, 36046: const     0.013442
vwretd    0.696984
dtype: float64, 36054: const     0.018791
vwretd    0.641838
dtype: float64, 36062: const     0.016399
vwretd    1.173782
dtype: float64, 36063: const     0.010642
vwretd    0.500348
dtype: float64, 36070: const    -0.006418
vwretd    1.036149
dtype: float64, 36071: const     0.022479
vwretd    0.316785
dtype: float64, 36089: const     0.005252
vwretd    0.511808
dtype: float64, 36097: const    -0.004776
vwretd    1.137045
dtype: float64, 36098: const    -0.022998
vwretd    0.020836
dtype: float64, 36118: const    -0.024604
vwretd    2.269939
dtype: float64, 36119: const     0.006769
vwretd    0.752285
dtype: float64, 36126: const    -0.005408
vwretd    1.952359
dtype: float64, 36127: const     0.011570
vwretd    0.609941
dtype: float64, 36134: const    -0.012267
vwretd    1.904440
dtype: float64, 36135: const     0.010880
vwretd    0.764967
dtype: float64, 36142: const    -0.002237
vwretd    1.314888
dtype: float64, 36150: const     0.003528
vwretd    1.297845
dtype: float64, 36151: const     0.024385
vwretd    0.850668
dtype: float64, 36169: const     0.001432
vwretd    0.093800
dtype: float64, 36177: const     0.006063
vwretd    1.165589
dtype: float64, 36178: const     0.008545
vwretd    0.555589
dtype: float64, 36185: const     0.016455
vwretd    1.337179
dtype: float64, 36186: const     0.017602
vwretd    0.419460
dtype: float64, 36193: const     0.139735
vwretd   -0.012059
dtype: float64, 36194: const    -0.016537
vwretd    0.622705
dtype: float64, 36206: const     0.097301
vwretd    1.489726
dtype: float64, 36207: const     0.017085
vwretd    0.636404
dtype: float64, 36214: const    -0.009557
vwretd    1.468351
dtype: float64, 36215: const    -0.020964
vwretd    0.560424
dtype: float64, 36222: const     0.004287
vwretd    1.957342
dtype: float64, 36223: const     0.023213
vwretd   -0.431708
dtype: float64, 36230: const    -0.002770
vwretd    0.738591
dtype: float64, 36231: const     0.018273
vwretd    0.176263
dtype: float64, 36249: const     0.010859
vwretd    1.054557
dtype: float64, 36250: const     0.005176
vwretd    0.725784
dtype: float64, 36257: const     0.007175
vwretd    0.541043
dtype: float64, 36258: const     0.007707
vwretd    0.683309
dtype: float64, 36265: const     0.014893
vwretd    1.040203
dtype: float64, 36266: const     0.021501
vwretd    1.738719
dtype: float64, 36273: const     0.004085
vwretd    1.010894
dtype: float64, 36274: const     0.002867
vwretd    0.859432
dtype: float64, 36281: const     0.009150
vwretd    0.667978
dtype: float64, 36282: const     0.010117
vwretd    0.433473
dtype: float64, 36302: const     0.005828
vwretd    1.745418
dtype: float64, 36303: const     0.019542
vwretd    0.566704
dtype: float64, 36310: const     0.001526
vwretd    1.905745
dtype: float64, 36311: const    -0.031989
vwretd    1.053783
dtype: float64, 36329: const    -0.000422
vwretd    1.669343
dtype: float64, 36330: const    -0.027834
vwretd    1.261715
dtype: float64, 36337: const     0.009732
vwretd    1.580441
dtype: float64, 36338: const    -0.023365
vwretd    2.356206
dtype: float64, 36345: const     0.000927
vwretd    0.885343
dtype: float64, 36346: const     0.007484
vwretd    0.675182
dtype: float64, 36354: const     0.026600
vwretd    0.785583
dtype: float64, 36361: const     0.012137
vwretd   -0.279081
dtype: float64, 36388: const     0.003994
vwretd    1.895124
dtype: float64, 36389: const     0.026846
vwretd    0.802493
dtype: float64, 36396: const     0.006227
vwretd    0.981196
dtype: float64, 36397: const     0.002898
vwretd    0.859950
dtype: float64, 36409: const     0.001250
vwretd    1.891428
dtype: float64, 36410: const     0.014199
vwretd    1.398890
dtype: float64, 36417: const     0.012968
vwretd    0.785059
dtype: float64, 36418: const     0.019988
vwretd    0.529953
dtype: float64, 36425: const    -0.019482
vwretd    1.746732
dtype: float64, 36426: const    -0.041217
vwretd    0.410414
dtype: float64, 36433: const    -0.000242
vwretd    1.394580
dtype: float64, 36441: const    -0.008745
vwretd    0.494748
dtype: float64, 36442: const     0.000884
vwretd   -0.027654
dtype: float64, 36468: const     0.004656
vwretd    1.051087
dtype: float64, 36469: const     0.002402
vwretd    0.847155
dtype: float64, 36476: const     0.017639
vwretd    0.030996
dtype: float64, 36477: const     0.006662
vwretd    0.862954
dtype: float64, 36484: const     0.004747
vwretd    1.397663
dtype: float64, 36485: const    -0.005361
vwretd    0.393372
dtype: float64, 36492: const     0.027559
vwretd    1.451978
dtype: float64, 36493: const     0.020336
vwretd    0.869345
dtype: float64, 36505: const     0.002284
vwretd    1.344549
dtype: float64, 36506: const     0.007238
vwretd    0.471936
dtype: float64, 36513: const    -0.000842
vwretd    0.561655
dtype: float64, 36521: const     0.007199
vwretd    2.175355
dtype: float64, 36548: const     0.004458
vwretd    0.411375
dtype: float64, 36549: const     0.009713
vwretd    0.608414
dtype: float64, 36557: const     0.014514
vwretd    0.463278
dtype: float64, 36564: const    -0.052296
vwretd    1.324751
dtype: float64, 36565: const    -0.077056
vwretd    0.058905
dtype: float64, 36572: const     0.011816
vwretd    0.621467
dtype: float64, 36573: const    -0.229888
vwretd    3.141315
dtype: float64, 36580: const    -0.003553
vwretd    1.003787
dtype: float64, 36581: const    -0.203561
vwretd   -1.536003
dtype: float64, 36599: const    -0.003716
vwretd   -0.003758
dtype: float64, 36600: const     0.003180
vwretd    0.274665
dtype: float64, 36601: const     0.007051
vwretd    2.064846
dtype: float64, 36602: const     0.009916
vwretd    0.433189
dtype: float64, 36628: const    -0.005354
vwretd    1.529868
dtype: float64, 36629: const     0.011557
vwretd    0.576509
dtype: float64, 36636: const     0.013531
vwretd    0.816406
dtype: float64, 36637: const     0.003732
vwretd    0.977138
dtype: float64, 36644: const     0.013916
vwretd    1.001125
dtype: float64, 36645: const     0.025540
vwretd    0.176448
dtype: float64, 36653: const    -0.047812
vwretd    1.677746
dtype: float64, 36661: const     0.009859
vwretd    0.420028
dtype: float64, 36679: const     0.012188
vwretd    0.697050
dtype: float64, 36680: const     0.000526
vwretd    1.180872
dtype: float64, 36687: const     0.007011
vwretd    1.202047
dtype: float64, 36688: const    -0.010682
vwretd    0.329984
dtype: float64, 36695: const    -0.000087
vwretd    0.863005
dtype: float64, 36696: const    -0.044279
vwretd    2.030528
dtype: float64, 36708: const    -0.002484
vwretd    1.676870
dtype: float64, 36709: const     0.008688
vwretd    0.728258
dtype: float64, 36716: const    -0.025550
vwretd    1.619155
dtype: float64, 36717: const    -0.024686
vwretd    1.809006
dtype: float64, 36732: const     0.005695
vwretd    0.874750
dtype: float64, 36740: const    -0.004889
vwretd    1.289464
dtype: float64, 36741: const    -0.064004
vwretd    1.172749
dtype: float64, 36759: const     0.000811
vwretd    1.447481
dtype: float64, 36760: const    -0.058468
vwretd    2.091809
dtype: float64, 36767: const     0.005990
vwretd    1.298175
dtype: float64, 36768: const     0.002978
vwretd    0.979984
dtype: float64, 36775: const     0.009223
vwretd    0.950015
dtype: float64, 36776: const    -0.044647
vwretd    0.732065
dtype: float64, 36783: const     0.004864
vwretd    0.888619
dtype: float64, 36784: const     0.018547
vwretd    0.749153
dtype: float64, 36791: const     0.013982
vwretd    1.085837
dtype: float64, 36792: const     0.010635
vwretd    1.881482
dtype: float64, 36804: const     0.013500
vwretd    0.690229
dtype: float64, 36805: const    -0.010578
vwretd    0.935198
dtype: float64, 36812: const     0.016457
vwretd    0.667496
dtype: float64, 36813: const     0.030380
vwretd    0.810628
dtype: float64, 36820: const     0.045526
vwretd    0.992017
dtype: float64, 36821: const    -0.070803
vwretd    1.673251
dtype: float64, 36839: const     0.018016
vwretd    1.342151
dtype: float64, 36847: const     0.007003
vwretd    2.093678
dtype: float64, 36848: const    -0.001946
vwretd    1.423135
dtype: float64, 36855: const    -0.000441
vwretd    0.880708
dtype: float64, 36856: const     0.007874
vwretd    0.275285
dtype: float64, 36863: const    -0.016660
vwretd    0.998142
dtype: float64, 36864: const     0.019910
vwretd    0.605973
dtype: float64, 36871: const     0.011749
vwretd    2.290071
dtype: float64, 36872: const     0.022277
vwretd    1.303093
dtype: float64, 36898: const     0.005005
vwretd    0.937869
dtype: float64, 36899: const     0.006591
vwretd    0.547665
dtype: float64, 36901: const     0.011675
vwretd    0.608421
dtype: float64, 36919: const     0.008507
vwretd    0.946995
dtype: float64, 36927: const     0.000877
vwretd    1.185560
dtype: float64, 36928: const     0.007892
vwretd    1.379167
dtype: float64, 36935: const    -0.008822
vwretd    0.327207
dtype: float64, 36943: const     0.029710
vwretd   -0.419935
dtype: float64, 36944: const    -0.052931
vwretd    1.048814
dtype: float64, 36951: const     0.016126
vwretd   -0.069900
dtype: float64, 36952: const    -0.003507
vwretd    0.383481
dtype: float64, 36978: const     0.000815
vwretd    1.410856
dtype: float64, 36979: const     0.008749
vwretd    0.655458
dtype: float64, 36986: const     0.006854
vwretd    1.059984
dtype: float64, 36987: const     0.008859
vwretd    2.252042
dtype: float64, 36994: const    -0.006488
vwretd    1.102465
dtype: float64, 36995: const     0.022512
vwretd    2.518036
dtype: float64, 37006: const     0.014983
vwretd    0.278469
dtype: float64, 37007: const     0.003602
vwretd    0.745824
dtype: float64, 37014: const    -0.001411
vwretd    1.291877
dtype: float64, 37015: const    -0.023342
vwretd    0.058369
dtype: float64, 37022: const     0.010520
vwretd    0.995119
dtype: float64, 37023: const     0.008150
vwretd    0.313166
dtype: float64, 37031: const     0.023692
vwretd    0.921288
dtype: float64, 37049: const     0.021558
vwretd    0.856535
dtype: float64, 37050: const     0.013862
vwretd    2.307354
dtype: float64, 37057: const    -0.078195
vwretd    3.500174
dtype: float64, 37058: const    -0.003068
vwretd    1.350594
dtype: float64, 37065: const     0.006082
vwretd    1.405227
dtype: float64, 37066: const     0.043004
vwretd   -0.315293
dtype: float64, 37073: const    -0.002294
vwretd    2.197314
dtype: float64, 37074: const     0.023771
vwretd    0.627209
dtype: float64, 37082: const    -0.014263
vwretd    0.298691
dtype: float64, 37102: const     0.009398
vwretd    1.308944
dtype: float64, 37103: const     0.007032
vwretd    1.244431
dtype: float64, 37110: const    -0.008010
vwretd    1.661861
dtype: float64, 37111: const     0.043390
vwretd    1.039648
dtype: float64, 37129: const    -0.010854
vwretd    1.845915
dtype: float64, 37130: const     0.009550
vwretd    0.204039
dtype: float64, 37137: const     0.027022
vwretd    1.846996
dtype: float64, 37138: const     0.046690
vwretd    0.436955
dtype: float64, 37146: const    -0.046121
vwretd   -0.850258
dtype: float64, 37154: const     0.002118
vwretd    1.075062
dtype: float64, 37161: const     0.004237
vwretd    0.527990
dtype: float64, 37162: const    -0.139027
vwretd    3.187718
dtype: float64, 37189: const     0.010748
vwretd    1.081526
dtype: float64, 37196: const     0.007975
vwretd    1.427320
dtype: float64, 37197: const     0.005057
vwretd    0.821185
dtype: float64, 37209: const    -0.024303
vwretd    1.700939
dtype: float64, 37217: const     0.004395
vwretd    1.182508
dtype: float64, 37218: const     0.008295
vwretd    0.408403
dtype: float64, 37225: const     0.007016
vwretd    1.172387
dtype: float64, 37226: const     0.001724
vwretd    0.950513
dtype: float64, 37233: const     0.002981
vwretd    1.887915
dtype: float64, 37234: const    -0.007081
vwretd    1.016037
dtype: float64, 37241: const     0.019394
vwretd    1.455414
dtype: float64, 37242: const    -0.001789
vwretd    1.139414
dtype: float64, 37268: const     0.010883
vwretd    2.350895
dtype: float64, 37269: const     0.030999
vwretd    1.545332
dtype: float64, 37276: const     0.003206
vwretd    1.145313
dtype: float64, 37277: const     0.005404
vwretd    0.597089
dtype: float64, 37284: const     0.00530
vwretd    1.22009
dtype: float64, 37285: const    -0.085604
vwretd    0.047865
dtype: float64, 37293: const     0.028518
vwretd    0.137608
dtype: float64, 37305: const     0.003420
vwretd    1.730342
dtype: float64, 37306: const     0.03264
vwretd    0.10793
dtype: float64, 37313: const    -0.007269
vwretd    0.232430
dtype: float64, 37321: const     0.032999
vwretd    0.127888
dtype: float64, 37322: const     0.003245
vwretd    1.029529
dtype: float64, 37348: const     0.002386
vwretd    0.950975
dtype: float64, 37349: const    -0.011224
vwretd    0.659681
dtype: float64, 37356: const     0.004748
vwretd    1.054196
dtype: float64, 37357: const    -0.014501
vwretd    1.040353
dtype: float64, 37364: const     0.009193
vwretd    2.055380
dtype: float64, 37365: const    -0.012313
vwretd    1.552072
dtype: float64, 37372: const     0.023509
vwretd   -0.633110
dtype: float64, 37373: const     0.003895
vwretd    0.257321
dtype: float64, 37380: const     0.021868
vwretd   -0.020655
dtype: float64, 37381: const     0.008162
vwretd    0.337218
dtype: float64, 37399: const     0.004604
vwretd    0.742921
dtype: float64, 37400: const    -0.084227
vwretd    1.325924
dtype: float64, 37401: const     0.019398
vwretd    0.774753
dtype: float64, 37402: const    -0.002792
vwretd    1.113391
dtype: float64, 37428: const    -0.025599
vwretd   -0.228840
dtype: float64, 37429: const     0.022569
vwretd    2.712526
dtype: float64, 37436: const     0.004511
vwretd    0.802248
dtype: float64, 37437: const    -0.022496
vwretd    1.282403
dtype: float64, 37444: const     0.028785
vwretd    1.383517
dtype: float64, 37445: const    -0.000781
vwretd    0.577863
dtype: float64, 37452: const    -0.007056
vwretd    1.513289
dtype: float64, 37453: const    -0.013257
vwretd    0.795577
dtype: float64, 37460: const    -0.002320
vwretd    1.355062
dtype: float64, 37461: const     0.009659
vwretd    0.451693
dtype: float64, 37479: const    -0.002351
vwretd    1.433721
dtype: float64, 37480: const    -0.025695
vwretd    1.790017
dtype: float64, 37487: const     0.011421
vwretd    1.594211
dtype: float64, 37495: const    -0.002143
vwretd    1.460837
dtype: float64, 37496: const     0.026266
vwretd    0.470463
dtype: float64, 37508: const     0.005711
vwretd    1.152334
dtype: float64, 37509: const     0.053835
vwretd    0.944356
dtype: float64, 37516: const     0.021885
vwretd    0.547670
dtype: float64, 37517: const    -0.023676
vwretd    1.734977
dtype: float64, 37524: const     0.003571
vwretd    1.756873
dtype: float64, 37525: const     0.185104
vwretd    3.353349
dtype: float64, 37532: const     0.003035
vwretd    1.437601
dtype: float64, 37533: const     0.032123
vwretd    0.368314
dtype: float64, 37540: const     0.005281
vwretd    0.470064
dtype: float64, 37541: const     0.021508
vwretd    0.373227
dtype: float64, 37559: const    -0.001339
vwretd    1.320630
dtype: float64, 37560: const     0.012577
vwretd    0.720960
dtype: float64, 37567: const     0.002068
vwretd    0.554174
dtype: float64, 37568: const     0.006647
vwretd    0.811340
dtype: float64, 37575: const     0.008911
vwretd    1.096435
dtype: float64, 37576: const    -0.030992
vwretd    0.960514
dtype: float64, 37583: const    -0.001894
vwretd    1.200414
dtype: float64, 37584: const     0.005734
vwretd    1.429785
dtype: float64, 37591: const     0.012913
vwretd    2.623795
dtype: float64, 37592: const    -0.025565
vwretd    0.992168
dtype: float64, 37604: const     0.004412
vwretd   -0.051145
dtype: float64, 37605: const     0.010648
vwretd    0.340965
dtype: float64, 37612: const    -0.000483
vwretd    0.934235
dtype: float64, 37613: const     0.047381
vwretd    1.109781
dtype: float64, 37620: const     0.031780
vwretd   -1.142144
dtype: float64, 37621: const    -0.011628
vwretd    0.838334
dtype: float64, 37639: const     0.006502
vwretd    0.543316
dtype: float64, 37640: const     0.002813
vwretd    0.677659
dtype: float64, 37647: const     0.005796
vwretd    0.212993
dtype: float64, 37648: const     0.015636
vwretd    0.761859
dtype: float64, 37655: const     0.003376
vwretd    0.267835
dtype: float64, 37656: const     0.009090
vwretd    0.460427
dtype: float64, 37663: const     0.005033
vwretd    1.903067
dtype: float64, 37664: const    -0.025495
vwretd    2.017764
dtype: float64, 37671: const     0.005888
vwretd    1.752128
dtype: float64, 37672: const    -0.008541
vwretd    3.261181
dtype: float64, 37698: const     0.009352
vwretd    0.914662
dtype: float64, 37699: const     0.000936
vwretd    1.182635
dtype: float64, 37700: const    -0.013886
vwretd    1.463322
dtype: float64, 37701: const    -0.019626
vwretd    0.442560
dtype: float64, 37719: const    -0.000188
vwretd    1.598212
dtype: float64, 37720: const     0.025163
vwretd    2.940036
dtype: float64, 37727: const     0.007487
vwretd    0.941516
dtype: float64, 37728: const    -0.094891
vwretd   -2.386613
dtype: float64, 37735: const     0.011434
vwretd    0.784662
dtype: float64, 37736: const    -0.102721
vwretd    2.494342
dtype: float64, 37743: const     0.021493
vwretd   -0.373264
dtype: float64, 37744: const     0.005553
vwretd    1.157031
dtype: float64, 37751: const     0.003466
vwretd    0.630604
dtype: float64, 37778: const     0.013163
vwretd    1.156065
dtype: float64, 37779: const     0.014458
vwretd    0.197358
dtype: float64, 37786: const    -0.003979
vwretd    1.613765
dtype: float64, 37787: const    -0.052142
vwretd    1.011076
dtype: float64, 37794: const     0.022415
vwretd    2.721253
dtype: float64, 37795: const    -0.032874
vwretd    0.853694
dtype: float64, 37807: const     0.007824
vwretd    0.941627
dtype: float64, 37808: const    -0.013023
vwretd    0.616192
dtype: float64, 37815: const     0.009755
vwretd    1.406079
dtype: float64, 37816: const     0.023890
vwretd    0.755772
dtype: float64, 37823: const    -0.004774
vwretd    1.924154
dtype: float64, 37824: const     0.007911
vwretd    0.517847
dtype: float64, 37832: const     0.002065
vwretd    0.926506
dtype: float64, 37858: const     0.003539
vwretd    0.733747
dtype: float64, 37859: const    -0.019627
vwretd    1.620480
dtype: float64, 37866: const     0.005026
vwretd    0.692431
dtype: float64, 37867: const     0.007396
vwretd    0.591535
dtype: float64, 37874: const    -0.000763
vwretd    1.275030
dtype: float64, 37875: const     0.004552
vwretd    1.125982
dtype: float64, 37883: const     0.128007
vwretd    4.334562
dtype: float64, 37890: const     0.007656
vwretd    1.020603
dtype: float64, 37891: const    -0.020498
vwretd    1.976441
dtype: float64, 37903: const     0.265604
vwretd   -7.859857
dtype: float64, 37904: const     0.104524
vwretd    1.355569
dtype: float64, 37911: const     0.006515
vwretd    0.663231
dtype: float64, 37912: const     0.008921
vwretd    0.492146
dtype: float64, 37938: const     0.009030
vwretd    1.107277
dtype: float64, 37939: const     0.012790
vwretd    0.841305
dtype: float64, 37946: const    -0.032501
vwretd    0.068779
dtype: float64, 37947: const    -0.004164
vwretd    0.227705
dtype: float64, 37954: const     0.001989
vwretd    1.090800
dtype: float64, 37955: const     0.010483
vwretd    0.746531
dtype: float64, 37962: const    -0.002734
vwretd    1.425159
dtype: float64, 37963: const     0.093986
vwretd   -5.209013
dtype: float64, 37970: const     0.002200
vwretd    0.931265
dtype: float64, 37971: const     0.017038
vwretd    0.545398
dtype: float64, 37989: const    -0.005759
vwretd    1.624308
dtype: float64, 37990: const     0.001011
vwretd    0.640536
dtype: float64, 37997: const     0.025794
vwretd    0.239811
dtype: float64, 38009: const     0.007868
vwretd    1.102608
dtype: float64, 38010: const     0.068024
vwretd   -0.020649
dtype: float64, 38017: const     0.014639
vwretd    0.294112
dtype: float64, 38018: const    -0.002678
vwretd    2.706970
dtype: float64, 38026: const    -0.014794
vwretd    1.260588
dtype: float64, 38033: const     0.005836
vwretd    0.560780
dtype: float64, 38034: const    -0.063062
vwretd    0.828753
dtype: float64, 38041: const     0.005019
vwretd    1.429827
dtype: float64, 38042: const    -0.007682
vwretd    0.692055
dtype: float64, 38068: const     0.002351
vwretd    0.791456
dtype: float64, 38076: const     0.002489
vwretd    1.737087
dtype: float64, 38084: const    -0.001579
vwretd    1.296780
dtype: float64, 38085: const     0.022027
vwretd    1.145141
dtype: float64, 38092: const    -0.011421
vwretd    2.992860
dtype: float64, 38093: const     0.007761
vwretd    0.607201
dtype: float64, 38105: const    -0.004193
vwretd    1.160283
dtype: float64, 38106: const     0.008092
vwretd    0.525878
dtype: float64, 38113: const     0.006457
vwretd    1.207472
dtype: float64, 38114: const    -0.031668
vwretd    3.211234
dtype: float64, 38121: const     0.012125
vwretd    1.341244
dtype: float64, 38122: const    -0.008561
vwretd    1.939293
dtype: float64, 38148: const    -0.046893
vwretd    1.059807
dtype: float64, 38149: const     0.012126
vwretd    1.165300
dtype: float64, 38156: const     0.005255
vwretd    1.301592
dtype: float64, 38157: const    -0.002631
vwretd    0.876059
dtype: float64, 38164: const     0.017317
vwretd    1.883810
dtype: float64, 38172: const     0.000345
vwretd    0.876944
dtype: float64, 38173: const    -0.032058
vwretd    1.530910
dtype: float64, 38180: const     0.000909
vwretd    0.944578
dtype: float64, 38181: const    -0.218930
vwretd    7.075594
dtype: float64, 38199: const     0.004810
vwretd    1.701214
dtype: float64, 38200: const     0.003911
vwretd    0.170852
dtype: float64, 38201: const     0.005804
vwretd    0.690116
dtype: float64, 38236: const    -0.002861
vwretd    0.500225
dtype: float64, 38244: const     0.018323
vwretd    0.943649
dtype: float64, 38245: const     0.020017
vwretd    0.190033
dtype: float64, 38252: const    -0.060088
vwretd    2.638658
dtype: float64, 38253: const    -0.051370
vwretd    3.106206
dtype: float64, 38260: const     0.010382
vwretd    2.081362
dtype: float64, 38261: const     0.007399
vwretd    0.251375
dtype: float64, 38279: const     0.010138
vwretd    0.679810
dtype: float64, 38280: const     0.003376
vwretd    1.071251
dtype: float64, 38287: const     0.002965
vwretd    1.253051
dtype: float64, 38288: const    -0.021907
vwretd   -0.365616
dtype: float64, 38295: const     0.002723
vwretd    1.104304
dtype: float64, 38308: const     0.042949
vwretd    1.579059
dtype: float64, 38317: const    -0.010284
vwretd    2.021591
dtype: float64, 38324: const     0.006440
vwretd    1.107313
dtype: float64, 38325: const     0.016533
vwretd    0.819029
dtype: float64, 38332: const     0.019346
vwretd    1.786309
dtype: float64, 38333: const     0.004178
vwretd    0.869021
dtype: float64, 38340: const     0.005967
vwretd    0.849675
dtype: float64, 38359: const     0.020349
vwretd    2.229510
dtype: float64, 38360: const    -0.007333
vwretd    1.809704
dtype: float64, 38367: const     0.002903
vwretd    2.501026
dtype: float64, 38368: const     0.041262
vwretd    0.474833
dtype: float64, 38375: const     0.000783
vwretd    1.053855
dtype: float64, 38376: const    -0.154579
vwretd    3.577304
dtype: float64, 38383: const     0.010545
vwretd    0.587938
dtype: float64, 38384: const    -0.023169
vwretd    0.738218
dtype: float64, 38392: const    -0.007956
vwretd    1.607275
dtype: float64, 38404: const     0.012551
vwretd    0.497458
dtype: float64, 38412: const     0.043262
vwretd    3.003553
dtype: float64, 38413: const    -0.010204
vwretd    0.088364
dtype: float64, 38420: const    -0.000916
vwretd    1.294513
dtype: float64, 38421: const     0.026916
vwretd    1.558525
dtype: float64, 38439: const    -0.000322
vwretd    1.422726
dtype: float64, 38440: const     0.009007
vwretd    0.972304
dtype: float64, 38447: const    -0.010398
vwretd    1.484914
dtype: float64, 38455: const     0.005186
vwretd    1.628327
dtype: float64, 38456: const    -0.013620
vwretd    0.855681
dtype: float64, 38463: const     0.013194
vwretd    1.980550
dtype: float64, 38471: const     0.003345
vwretd    1.128815
dtype: float64, 38472: const     0.004661
vwretd    0.661333
dtype: float64, 38498: const     0.000106
vwretd    0.587562
dtype: float64, 38500: const     0.001026
vwretd    0.823418
dtype: float64, 38501: const     0.005874
vwretd    1.402833
dtype: float64, 38519: const    -0.001913
vwretd    2.285683
dtype: float64, 38520: const    -0.014509
vwretd    1.015323
dtype: float64, 38527: const     0.012553
vwretd    0.793555
dtype: float64, 38528: const    -0.019859
vwretd   -0.300387
dtype: float64, 38535: const    -0.007700
vwretd    1.548212
dtype: float64, 38536: const     0.022366
vwretd    0.158354
dtype: float64, 38543: const    -0.009391
vwretd    1.889627
dtype: float64, 38551: const     0.008085
vwretd    1.326950
dtype: float64, 38552: const     0.032051
vwretd    1.742599
dtype: float64, 38578: const     0.002569
vwretd    1.102283
dtype: float64, 38579: const     0.007877
vwretd    0.895182
dtype: float64, 38586: const     0.000648
vwretd    1.193597
dtype: float64, 38587: const    -0.024325
vwretd    1.352843
dtype: float64, 38594: const     0.003480
vwretd    0.929713
dtype: float64, 38607: const     0.017160
vwretd    0.894807
dtype: float64, 38608: const     0.005833
vwretd    0.479179
dtype: float64, 38615: const    -0.005316
vwretd    1.185972
dtype: float64, 38616: const    -0.008518
vwretd    1.529932
dtype: float64, 38623: const     0.007526
vwretd    2.095538
dtype: float64, 38624: const    -0.003956
vwretd    1.049370
dtype: float64, 38631: const    -0.009449
vwretd    1.207296
dtype: float64, 38632: const    -0.004894
vwretd    2.567891
dtype: float64, 38658: const     0.002958
vwretd    0.674245
dtype: float64, 38659: const     0.010036
vwretd    1.230797
dtype: float64, 38666: const     0.007518
vwretd    0.759787
dtype: float64, 38667: const    -0.092077
vwretd    1.386718
dtype: float64, 38674: const     0.007955
vwretd    1.522944
dtype: float64, 38675: const     0.018086
vwretd    0.430659
dtype: float64, 38682: const    -0.001282
vwretd    1.242656
dtype: float64, 38683: const     0.016838
vwretd    0.974608
dtype: float64, 38690: const     0.000745
vwretd    1.355200
dtype: float64, 38691: const    -0.038504
vwretd    0.675261
dtype: float64, 38703: const     0.003324
vwretd    0.996843
dtype: float64, 38704: const     0.024383
vwretd   -0.032949
dtype: float64, 38711: const    -0.006277
vwretd    1.176692
dtype: float64, 38712: const     0.007561
vwretd    0.818334
dtype: float64, 38738: const    -0.012800
vwretd    1.295945
dtype: float64, 38739: const    -0.025491
vwretd    0.858361
dtype: float64, 38746: const     0.004926
vwretd    1.190649
dtype: float64, 38747: const    -0.069482
vwretd    0.856617
dtype: float64, 38754: const    -0.030239
vwretd    1.639532
dtype: float64, 38755: const     0.013932
vwretd    0.534950
dtype: float64, 38762: const     0.004399
vwretd    0.503721
dtype: float64, 38763: const    -0.019706
vwretd    1.603638
dtype: float64, 38770: const     0.011449
vwretd    2.088890
dtype: float64, 38789: const     0.015916
vwretd    1.981016
dtype: float64, 38790: const    -0.020153
vwretd    1.318804
dtype: float64, 38797: const    -0.000508
vwretd    1.399518
dtype: float64, 38798: const    -0.012615
vwretd    1.202853
dtype: float64, 38818: const    -0.001082
vwretd    1.297481
dtype: float64, 38819: const     0.020745
vwretd    1.012939
dtype: float64, 38826: const     0.006221
vwretd    1.392568
dtype: float64, 38827: const    -0.001463
vwretd    0.621248
dtype: float64, 38834: const     0.009918
vwretd    1.304257
dtype: float64, 38835: const     0.092897
vwretd   -1.134600
dtype: float64, 38842: const     0.011871
vwretd    1.710584
dtype: float64, 38850: const     0.003342
vwretd    1.256591
dtype: float64, 38851: const     0.027833
vwretd    0.800702
dtype: float64, 38869: const     0.002570
vwretd    1.086322
dtype: float64, 38877: const     0.005981
vwretd    1.299042
dtype: float64, 38878: const    -0.026303
vwretd    1.343523
dtype: float64, 38885: const     0.004744
vwretd    1.156337
dtype: float64, 38886: const    -0.016460
vwretd    0.599798
dtype: float64, 38893: const     0.003674
vwretd    1.217814
dtype: float64, 38894: const    -0.029042
vwretd    1.134412
dtype: float64, 38906: const     0.003642
vwretd    0.824278
dtype: float64, 38907: const     0.016779
vwretd    0.929252
dtype: float64, 38914: const    -0.004629
vwretd    1.403997
dtype: float64, 38915: const    -0.018855
vwretd    1.354443
dtype: float64, 38922: const     0.002832
vwretd    1.627260
dtype: float64, 38923: const     0.007366
vwretd    0.160524
dtype: float64, 38930: const     0.003621
vwretd    1.374305
dtype: float64, 38931: const     0.079081
vwretd   -2.454635
dtype: float64, 38949: const     0.006717
vwretd    0.886478
dtype: float64, 38957: const     0.000456
vwretd    1.565740
dtype: float64, 38958: const    -0.134380
vwretd   -0.639692
dtype: float64, 38965: const     0.028705
vwretd   -0.406780
dtype: float64, 38966: const     0.030748
vwretd    2.252068
dtype: float64, 38973: const     0.003224
vwretd    1.079492
dtype: float64, 38974: const     0.013475
vwretd    0.447320
dtype: float64, 38981: const     0.006459
vwretd    1.355916
dtype: float64, 38982: const    -0.007575
vwretd    0.928012
dtype: float64, 39001: const     0.121395
vwretd    5.215454
dtype: float64, 39002: const     0.016167
vwretd    0.942242
dtype: float64, 39028: const     0.019642
vwretd    1.231391
dtype: float64, 39029: const    -0.002817
vwretd    0.849936
dtype: float64, 39036: const     0.000559
vwretd    1.290950
dtype: float64, 39044: const    -0.004227
vwretd    1.545607
dtype: float64, 39045: const    -0.002079
vwretd    1.139748
dtype: float64, 39052: const     0.012592
vwretd    1.810648
dtype: float64, 39053: const     0.033625
vwretd    1.131053
dtype: float64, 39060: const    -0.008608
vwretd    0.355946
dtype: float64, 39061: const     0.011770
vwretd    2.261102
dtype: float64, 39079: const     0.015215
vwretd    1.103066
dtype: float64, 39087: const     0.001144
vwretd    0.925163
dtype: float64, 39088: const     0.006746
vwretd    0.955325
dtype: float64, 39095: const    -0.010942
vwretd    1.815862
dtype: float64, 39096: const    -0.054787
vwretd    0.452252
dtype: float64, 39108: const    -0.010215
vwretd    1.892895
dtype: float64, 39116: const    -0.002558
vwretd    1.200127
dtype: float64, 39124: const     0.011378
vwretd    1.474874
dtype: float64, 39132: const     0.011586
vwretd    1.569161
dtype: float64, 39140: const     0.006189
vwretd    1.258442
dtype: float64, 39141: const    -0.000310
vwretd    0.985095
dtype: float64, 39159: const     0.009454
vwretd    1.214103
dtype: float64, 39167: const     0.009725
vwretd    0.950144
dtype: float64, 39168: const     0.003068
vwretd    1.059807
dtype: float64, 39175: const     0.00547
vwretd    1.35384
dtype: float64, 39176: const     0.020476
vwretd    0.376555
dtype: float64, 39183: const     0.005412
vwretd    1.569912
dtype: float64, 39191: const     0.020175
vwretd    0.634496
dtype: float64, 39192: const     0.015564
vwretd    1.651045
dtype: float64, 39204: const     0.012312
vwretd    1.743292
dtype: float64, 39205: const    -0.006996
vwretd    0.659437
dtype: float64, 39212: const     0.020048
vwretd    1.196891
dtype: float64, 39213: const     0.014894
vwretd    0.718387
dtype: float64, 39220: const     0.003172
vwretd    1.229445
dtype: float64, 39221: const    -0.022147
vwretd    0.572904
dtype: float64, 39239: const     0.003126
vwretd    0.751808
dtype: float64, 39240: const     0.009362
vwretd    0.585055
dtype: float64, 39247: const     0.006087
vwretd    1.322049
dtype: float64, 39248: const    -0.007085
vwretd    0.625300
dtype: float64, 39255: const     0.007514
vwretd    0.650656
dtype: float64, 39256: const     0.015702
vwretd    0.852203
dtype: float64, 39263: const     0.005114
vwretd    1.009723
dtype: float64, 39271: const     0.002719
vwretd    0.944627
dtype: float64, 39298: const     0.039480
vwretd   -0.093678
dtype: float64, 39300: const     0.002082
vwretd    1.075817
dtype: float64, 39301: const     0.018971
vwretd   -0.002520
dtype: float64, 39327: const     0.025654
vwretd    0.940061
dtype: float64, 39328: const     0.008806
vwretd    0.460257
dtype: float64, 39335: const     0.003925
vwretd    0.945388
dtype: float64, 39336: const    -0.018384
vwretd    1.318711
dtype: float64, 39343: const     0.008538
vwretd    1.043661
dtype: float64, 39344: const     0.011116
vwretd    1.111757
dtype: float64, 39351: const    -0.018078
vwretd    1.991232
dtype: float64, 39352: const     0.078558
vwretd   -0.359790
dtype: float64, 39378: const    -0.010841
vwretd    1.944294
dtype: float64, 39379: const     0.003787
vwretd    0.047906
dtype: float64, 39386: const     0.005469
vwretd    1.273190
dtype: float64, 39394: const     0.011792
vwretd    1.192854
dtype: float64, 39395: const    -0.033334
vwretd    0.060174
dtype: float64, 39407: const     0.009534
vwretd    1.578889
dtype: float64, 39415: const     0.031168
vwretd    1.219206
dtype: float64, 39416: const     0.001422
vwretd    1.988096
dtype: float64, 39423: const     0.072344
vwretd   -0.738135
dtype: float64, 39424: const     0.009458
vwretd    0.333022
dtype: float64, 39431: const     0.010666
vwretd    1.163093
dtype: float64, 39432: const     0.006281
vwretd    0.818305
dtype: float64, 39458: const     0.006582
vwretd    1.522822
dtype: float64, 39459: const     0.027417
vwretd    1.930210
dtype: float64, 39466: const    -0.000180
vwretd    1.149067
dtype: float64, 39474: const    -0.007769
vwretd    2.080699
dtype: float64, 39475: const     0.005159
vwretd    1.642790
dtype: float64, 39482: const     0.005139
vwretd    0.790087
dtype: float64, 39483: const     0.002732
vwretd    0.991813
dtype: float64, 39490: const     0.003521
vwretd    1.458266
dtype: float64, 39503: const    -0.022446
vwretd    2.102161
dtype: float64, 39511: const    -0.013473
vwretd    1.762706
dtype: float64, 39512: const     0.004691
vwretd    0.974827
dtype: float64, 39538: const     0.000787
vwretd    1.122074
dtype: float64, 39539: const     0.008077
vwretd    0.096827
dtype: float64, 39546: const     0.004389
vwretd    1.135836
dtype: float64, 39547: const    -0.000199
vwretd    2.083035
dtype: float64, 39554: const     0.012262
vwretd    2.317059
dtype: float64, 39555: const     0.037546
vwretd    0.335798
dtype: float64, 39562: const    -0.001773
vwretd    1.518901
dtype: float64, 39570: const     0.006095
vwretd    0.994475
dtype: float64, 39571: const     0.005797
vwretd    1.103218
dtype: float64, 39589: const     0.006939
vwretd    0.923552
dtype: float64, 39590: const    -0.014557
vwretd    1.072911
dtype: float64, 39597: const     0.004959
vwretd    1.291949
dtype: float64, 39598: const     0.018363
vwretd    0.988618
dtype: float64, 39618: const    -0.013205
vwretd    1.966993
dtype: float64, 39626: const     0.006399
vwretd    1.403813
dtype: float64, 39634: const     0.015360
vwretd    1.559299
dtype: float64, 39635: const     0.006973
vwretd    1.183102
dtype: float64, 39642: const     0.005039
vwretd    0.807234
dtype: float64, 39643: const     0.041969
vwretd    0.088178
dtype: float64, 39650: const     0.032660
vwretd    1.326029
dtype: float64, 39651: const     0.041587
vwretd    1.451084
dtype: float64, 39669: const     0.006883
vwretd    1.565685
dtype: float64, 39670: const     0.009730
vwretd    0.604146
dtype: float64, 39677: const     0.004973
vwretd    1.909076
dtype: float64, 39678: const    -0.006862
vwretd    1.273260
dtype: float64, 39685: const    -0.008358
vwretd    0.952594
dtype: float64, 39686: const     0.005788
vwretd    1.869971
dtype: float64, 39693: const     0.002840
vwretd    1.036602
dtype: float64, 39694: const     0.021992
vwretd    0.458799
dtype: float64, 39706: const     0.008225
vwretd    2.922970
dtype: float64, 39707: const     0.001902
vwretd   -0.013156
dtype: float64, 39714: const    -0.007021
vwretd    1.302201
dtype: float64, 39715: const     0.020894
vwretd    0.740365
dtype: float64, 39722: const    -0.002139
vwretd    1.235710
dtype: float64, 39723: const     0.003862
vwretd    0.243717
dtype: float64, 39730: const    -0.003072
vwretd    2.101981
dtype: float64, 39731: const     0.010300
vwretd    0.921399
dtype: float64, 39749: const    -0.004910
vwretd    1.899261
dtype: float64, 39750: const     0.083713
vwretd    0.773429
dtype: float64, 39757: const     0.011221
vwretd    1.932140
dtype: float64, 39758: const    -0.022424
vwretd    1.635256
dtype: float64, 39765: const     0.000934
vwretd    1.373022
dtype: float64, 39766: const    -0.000290
vwretd    0.595828
dtype: float64, 39773: const     0.002594
vwretd    0.949651
dtype: float64, 39774: const     0.001473
vwretd    0.199085
dtype: float64, 39781: const    -0.008689
vwretd    1.277429
dtype: float64, 39782: const    -0.010681
vwretd    0.167507
dtype: float64, 39810: const     0.014461
vwretd    1.227413
dtype: float64, 39829: const     0.012935
vwretd    0.903505
dtype: float64, 39830: const    -0.050944
vwretd    1.760758
dtype: float64, 39837: const     0.003278
vwretd    1.844171
dtype: float64, 39845: const     0.028983
vwretd    1.735388
dtype: float64, 39846: const    -0.021265
vwretd    0.701099
dtype: float64, 39853: const     0.010366
vwretd    1.266644
dtype: float64, 39854: const    -0.003833
vwretd    0.300207
dtype: float64, 39861: const     0.017961
vwretd    2.160888
dtype: float64, 39862: const    -0.031524
vwretd    1.106882
dtype: float64, 39888: const    -0.006936
vwretd    1.492968
dtype: float64, 39889: const     0.012233
vwretd    1.057022
dtype: float64, 39896: const     0.014845
vwretd    1.596384
dtype: float64, 39909: const     0.020671
vwretd   -0.302808
dtype: float64, 39910: const     0.009978
vwretd    1.355015
dtype: float64, 39917: const    -0.000995
vwretd    1.215574
dtype: float64, 39925: const    -0.002737
vwretd    1.373774
dtype: float64, 39926: const    -0.040488
vwretd    0.475069
dtype: float64, 39933: const     0.023710
vwretd    0.640896
dtype: float64, 39941: const     0.003370
vwretd    1.308798
dtype: float64, 39942: const    -0.015399
vwretd    1.282032
dtype: float64, 39968: const     0.008636
vwretd    1.124556
dtype: float64, 39969: const     0.015420
vwretd    0.839487
dtype: float64, 39976: const     0.020132
vwretd    1.609778
dtype: float64, 39977: const     0.031352
vwretd    1.082266
dtype: float64, 39984: const    -0.002574
vwretd    1.573059
dtype: float64, 39985: const    -0.023073
vwretd    0.879315
dtype: float64, 39992: const     0.003405
vwretd    0.921433
dtype: float64, 39993: const    -0.008728
vwretd    1.153604
dtype: float64, 40002: const     0.029494
vwretd    1.470134
dtype: float64, 40003: const     0.004787
vwretd    0.500569
dtype: float64, 40010: const     0.002202
vwretd    1.074700
dtype: float64, 40011: const     0.010967
vwretd    0.403239
dtype: float64, 40029: const     0.012171
vwretd    2.217005
dtype: float64, 40030: const     0.023526
vwretd    1.238888
dtype: float64, 40037: const     0.006996
vwretd    1.597484
dtype: float64, 40045: const     0.010100
vwretd    1.773403
dtype: float64, 40053: const     0.012934
vwretd    0.847089
dtype: float64, 40054: const    -0.010272
vwretd    0.885924
dtype: float64, 40061: const     0.001041
vwretd    1.347495
dtype: float64, 40062: const     0.002291
vwretd    1.577526
dtype: float64, 40088: const     0.003512
vwretd    2.867929
dtype: float64, 40089: const     0.007999
vwretd    1.492652
dtype: float64, 40096: const     0.005168
vwretd    1.197402
dtype: float64, 40097: const     0.013022
vwretd    0.682508
dtype: float64, 40109: const     0.007979
vwretd    1.353774
dtype: float64, 40110: const    -0.111977
vwretd    0.017384
dtype: float64, 40117: const    -0.037545
vwretd    4.260946
dtype: float64, 40118: const     0.009926
vwretd    0.834547
dtype: float64, 40125: const     0.003992
vwretd    1.486323
dtype: float64, 40133: const     0.001679
vwretd    1.056032
dtype: float64, 40134: const     0.014628
vwretd    0.468783
dtype: float64, 40141: const     0.012528
vwretd    1.153416
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vwretd    0.822225
dtype: float64, 40168: const     0.032931
vwretd    1.378722
dtype: float64, 40169: const     0.010616
vwretd    0.762711
dtype: float64, 40176: const     0.010950
vwretd    1.396183
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vwretd    1.593339
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vwretd    4.128978
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vwretd    2.076831
dtype: float64, 40205: const     0.017316
vwretd    1.244182
dtype: float64, 40206: const    -0.003443
vwretd    0.365432
dtype: float64, 40213: const     0.004947
vwretd    0.464326
dtype: float64, 40214: const     0.054041
vwretd    0.127876
dtype: float64, 40221: const     0.001383
vwretd    1.452870
dtype: float64, 40222: const     0.006082
vwretd    1.111089
dtype: float64, 40248: const     0.012027
vwretd    1.234457
dtype: float64, 40249: const     0.003747
vwretd    1.568486
dtype: float64, 40256: const     0.001264
vwretd    2.261210
dtype: float64, 40257: const     0.037457
vwretd    0.266205
dtype: float64, 40264: const     0.034651
vwretd    2.367657
dtype: float64, 40265: const     0.013394
vwretd    0.951519
dtype: float64, 40272: const     0.002923
vwretd    0.890707
dtype: float64, 40273: const     0.013192
vwretd    1.309001
dtype: float64, 40280: const     0.022858
vwretd    1.707264
dtype: float64, 40299: const     0.004587
vwretd    1.239920
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vwretd    1.280676
dtype: float64, 40302: const     0.019943
vwretd    0.603854
dtype: float64, 40328: const     0.022460
vwretd    0.576135
dtype: float64, 40329: const     0.024216
vwretd    0.807672
dtype: float64, 40336: const     0.009546
vwretd    1.824374
dtype: float64, 40337: const     0.009454
vwretd    0.822566
dtype: float64, 40344: const     0.009290
vwretd    0.909148
dtype: float64, 40345: const     0.001695
vwretd    1.253744
dtype: float64, 40352: const    -0.002897
vwretd    1.064943
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vwretd    1.504255
dtype: float64, 40361: const    -0.004436
vwretd    0.925854
dtype: float64, 40387: const     0.006601
vwretd    1.464247
dtype: float64, 40388: const     0.011744
vwretd    0.633254
dtype: float64, 40395: const     0.003574
vwretd    1.260679
dtype: float64, 40396: const     0.039122
vwretd   -0.265290
dtype: float64, 40408: const     0.006622
vwretd    1.147750
dtype: float64, 40409: const     0.030835
vwretd    0.861509
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vwretd    1.093600
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vwretd    2.261418
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vwretd    2.698786
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vwretd    0.875168
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vwretd    1.641830
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vwretd    1.305323
dtype: float64, 40441: const     0.020084
vwretd    0.679508
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vwretd    1.272714
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vwretd    1.253424
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vwretd    0.364607
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vwretd    1.047822
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vwretd    0.806541
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vwretd    1.254926
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vwretd    1.528692
dtype: float64, 40491: const     0.002023
vwretd    0.930151
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vwretd    0.745097
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vwretd    0.871323
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vwretd    1.372250
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vwretd    0.735800
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vwretd    1.715507
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vwretd    1.214769
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vwretd    1.016484
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vwretd    1.207281
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vwretd    1.152219
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vwretd    0.625728
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vwretd    1.261792
dtype: float64, 40555: const     0.026045
vwretd    1.503899
dtype: float64, 40556: const    -0.032404
vwretd    0.635701
dtype: float64, 40563: const     0.035156
vwretd    0.215030
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vwretd   -0.131779
dtype: float64, 40571: const     0.007507
vwretd    0.984020
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vwretd    0.756434
dtype: float64, 40598: const     0.004753
vwretd    1.011440
dtype: float64, 40599: const    -0.001782
vwretd    0.116336
dtype: float64, 40600: const    -0.002959
vwretd    1.165687
dtype: float64, 40619: const     0.013992
vwretd    0.850393
dtype: float64, 40620: const    -0.011436
vwretd    0.748773
dtype: float64, 40627: const     0.000865
vwretd    1.323078
dtype: float64, 40628: const     0.004141
vwretd    0.891623
dtype: float64, 40635: const     0.000536
vwretd    1.358593
dtype: float64, 40636: const    -0.003198
vwretd   -0.343867
dtype: float64, 40643: const     0.000797
vwretd    1.916896
dtype: float64, 40644: const     0.002831
vwretd    1.523611
dtype: float64, 40651: const     0.015883
vwretd    0.481307
dtype: float64, 40678: const     0.031042
vwretd    0.509811
dtype: float64, 40686: const     0.020095
vwretd    1.684457
dtype: float64, 40687: const     0.023449
vwretd   -0.296206
dtype: float64, 40694: const     0.00366
vwretd    1.24364
dtype: float64, 40695: const    -0.010946
vwretd    1.033384
dtype: float64, 40707: const     0.003629
vwretd    0.815147
dtype: float64, 40708: const    -0.010644
vwretd    1.481690
dtype: float64, 40715: const     0.007982
vwretd    1.109688
dtype: float64, 40716: const     0.006105
vwretd    0.626718
dtype: float64, 40723: const     0.005514
vwretd    1.161174
dtype: float64, 40724: const     0.013064
vwretd    1.580554
dtype: float64, 40731: const     0.002147
vwretd    0.722157
dtype: float64, 40758: const     0.013441
vwretd    1.351193
dtype: float64, 40759: const    -0.031204
vwretd    0.501028
dtype: float64, 40766: const     0.008043
vwretd    1.412473
dtype: float64, 40774: const    -0.018150
vwretd    2.173553
dtype: float64, 40782: const     0.004963
vwretd    0.552302
dtype: float64, 40783: const    -0.122701
vwretd    0.161288
dtype: float64, 40790: const     0.002106
vwretd    1.394826
dtype: float64, 40791: const     0.015930
vwretd    0.844458
dtype: float64, 40803: const     0.011359
vwretd    1.330601
dtype: float64, 40811: const    -0.007911
vwretd    1.595569
dtype: float64, 40812: const    -0.044524
vwretd    1.105331
dtype: float64, 40838: const     0.008039
vwretd    1.388885
dtype: float64, 40839: const     0.012307
vwretd    1.554203
dtype: float64, 40846: const     0.061942
vwretd    0.763003
dtype: float64, 40847: const     0.003646
vwretd    0.930951
dtype: float64, 40854: const     0.008589
vwretd    1.238749
dtype: float64, 40855: const     0.030825
vwretd    1.735372
dtype: float64, 40862: const     0.005301
vwretd    1.373806
dtype: float64, 40863: const     0.038668
vwretd    0.449654
dtype: float64, 40870: const     0.003750
vwretd    1.205192
dtype: float64, 40871: const     0.005356
vwretd    0.937509
dtype: float64, 40889: const     0.013390
vwretd    1.184512
dtype: float64, 40897: const     0.003384
vwretd    1.234446
dtype: float64, 40898: const    -0.010532
vwretd    1.240844
dtype: float64, 40918: const     0.032198
vwretd    2.024530
dtype: float64, 40919: const     0.031039
vwretd    1.410159
dtype: float64, 40926: const     0.018486
vwretd    1.393834
dtype: float64, 40927: const    -0.038167
vwretd    2.984521
dtype: float64, 40934: const     0.000387
vwretd    1.308488
dtype: float64, 40935: const     0.007538
vwretd    0.967717
dtype: float64, 40942: const     0.003786
vwretd    0.921474
dtype: float64, 40943: const     0.049333
vwretd    0.403181
dtype: float64, 40950: const     0.006688
vwretd    1.521282
dtype: float64, 40951: const     0.004282
vwretd    1.627370
dtype: float64, 40969: const     0.002480
vwretd    1.634293
dtype: float64, 40970: const    -0.009282
vwretd    1.236022
dtype: float64, 40977: const     0.003340
vwretd    1.869872
dtype: float64, 40985: const     0.013995
vwretd    1.895740
dtype: float64, 40986: const     0.010509
vwretd    0.481168
dtype: float64, 40993: const     0.027692
vwretd    1.284244
dtype: float64, 40994: const     0.002188
vwretd    0.482289
dtype: float64, 41005: const     0.004769
vwretd    0.554737
dtype: float64, 41013: const     0.027638
vwretd    1.276007
dtype: float64, 41014: const    -0.000467
vwretd    1.312925
dtype: float64, 41021: const     0.001232
vwretd    1.210781
dtype: float64, 41048: const     0.008425
vwretd    2.574694
dtype: float64, 41049: const    -0.085051
vwretd    6.025463
dtype: float64, 41056: const     0.012484
vwretd    0.854205
dtype: float64, 41057: const    -0.027713
vwretd    1.526073
dtype: float64, 41064: const    -0.002666
vwretd    1.158120
dtype: float64, 41072: const     0.005279
vwretd    1.336884
dtype: float64, 41073: const    -0.066869
vwretd    0.135216
dtype: float64, 41080: const     0.001793
vwretd    1.246683
dtype: float64, 41081: const     0.004630
vwretd    0.943508
dtype: float64, 41099: const    -0.005797
vwretd    1.802005
dtype: float64, 41100: const     0.006579
vwretd    0.792864
dtype: float64, 41101: const     0.012142
vwretd    1.357698
dtype: float64, 41102: const     0.011489
vwretd    0.321953
dtype: float64, 41128: const     0.006609
vwretd    1.245629
dtype: float64, 41136: const     0.006447
vwretd    1.120557
dtype: float64, 41144: const     0.001542
vwretd    1.887702
dtype: float64, 41145: const     0.007807
vwretd    0.396928
dtype: float64, 41152: const    -0.015416
vwretd    1.289304
dtype: float64, 41160: const     0.007215
vwretd    1.443504
dtype: float64, 41161: const     0.000296
vwretd    0.781747
dtype: float64, 41179: const     0.001313
vwretd    1.142036
dtype: float64, 41180: const    -0.033686
vwretd    2.055339
dtype: float64, 41187: const     0.005221
vwretd    0.417502
dtype: float64, 41188: const     0.013817
vwretd    1.265100
dtype: float64, 41195: const     0.005081
vwretd    1.467840
dtype: float64, 41196: const     0.017910
vwretd    2.378793
dtype: float64, 41208: const     0.002699
vwretd    1.668090
dtype: float64, 41209: const     0.010160
vwretd    0.230551
dtype: float64, 41216: const    -0.008478
vwretd    1.846663
dtype: float64, 41217: const     0.005490
vwretd    0.974087
dtype: float64, 41224: const     0.021049
vwretd    1.806084
dtype: float64, 41225: const    -0.019990
vwretd    0.629673
dtype: float64, 41232: const     0.006096
vwretd    0.698097
dtype: float64, 41233: const     0.005245
vwretd    0.878304
dtype: float64, 41240: const     0.006340
vwretd    1.409066
dtype: float64, 41241: const     0.010754
vwretd    0.561401
dtype: float64, 41259: const     0.007553
vwretd    1.627637
dtype: float64, 41260: const     0.008361
vwretd    0.901779
dtype: float64, 41267: const    -0.000378
vwretd    1.978886
dtype: float64, 41275: const     0.004727
vwretd    1.307834
dtype: float64, 41276: const     0.024587
vwretd    0.705486
dtype: float64, 41283: const     0.001789
vwretd    1.156589
dtype: float64, 41284: const     0.019976
vwretd    2.212033
dtype: float64, 41291: const     0.008581
vwretd    0.821244
dtype: float64, 41292: const     0.008550
vwretd    0.586827
dtype: float64, 41304: const    -0.000213
vwretd    1.497565
dtype: float64, 41305: const    -0.039080
vwretd   -0.254595
dtype: float64, 41312: const     0.030161
vwretd    1.885539
dtype: float64, 41320: const     0.006096
vwretd    1.013968
dtype: float64, 41321: const    -0.048350
vwretd    3.092931
dtype: float64, 41339: const    -0.081467
vwretd    5.001707
dtype: float64, 41340: const    -0.023924
vwretd    1.538533
dtype: float64, 41347: const     0.012230
vwretd    1.550159
dtype: float64, 41355: const     0.003020
vwretd    1.254622
dtype: float64, 41356: const    -0.002022
vwretd    1.692127
dtype: float64, 41363: const     0.025293
vwretd    0.802065
dtype: float64, 41364: const    -0.099383
vwretd   -2.005065
dtype: float64, 41371: const     0.005583
vwretd    1.204468
dtype: float64, 41372: const     0.042195
vwretd    2.945439
dtype: float64, 41398: const     0.009501
vwretd    1.361440
dtype: float64, 41399: const    -0.017875
vwretd    1.012037
dtype: float64, 41400: const     0.017747
vwretd    1.247036
dtype: float64, 41401: const     0.039747
vwretd    9.794316
dtype: float64, 41419: const    -0.000201
vwretd    2.006736
dtype: float64, 41420: const    -0.000489
vwretd    1.117758
dtype: float64, 41427: const     0.003529
vwretd    0.965673
dtype: float64, 41428: const    -0.017204
vwretd    1.210274
dtype: float64, 41435: const     0.014341
vwretd    1.085920
dtype: float64, 41436: const     0.013454
vwretd    0.735941
dtype: float64, 41443: const     0.005276
vwretd    0.712119
dtype: float64, 41444: const     0.002505
vwretd    0.640620
dtype: float64, 41451: const    -0.003993
vwretd    2.004183
dtype: float64, 41452: const     0.010727
vwretd    0.999991
dtype: float64, 41478: const     0.007445
vwretd    0.851457
dtype: float64, 41486: const     0.002580
vwretd    1.858185
dtype: float64, 41487: const     0.000431
vwretd    1.846583
dtype: float64, 41494: const     0.001596
vwretd    0.913242
dtype: float64, 41495: const     0.006795
vwretd    1.230976
dtype: float64, 41507: const     0.00673
vwretd    1.33628
dtype: float64, 41515: const    -0.002548
vwretd    1.521729
dtype: float64, 41523: const     0.011175
vwretd    1.332888
dtype: float64, 41524: const    -0.016251
vwretd    1.349860
dtype: float64, 41531: const     0.005881
vwretd    2.013788
dtype: float64, 41532: const     0.005739
vwretd    1.180306
dtype: float64, 41558: const    -0.003666
vwretd    0.799657
dtype: float64, 41559: const     0.005279
vwretd    0.679147
dtype: float64, 41566: const     0.043995
vwretd    0.695389
dtype: float64, 41567: const    -0.041036
vwretd    2.322148
dtype: float64, 41574: const     0.005545
vwretd    1.064154
dtype: float64, 41575: const     0.008383
vwretd    1.358752
dtype: float64, 41582: const     0.007156
vwretd    1.259103
dtype: float64, 41583: const    -0.016347
vwretd    1.263806
dtype: float64, 41590: const     0.006174
vwretd    1.149665
dtype: float64, 41591: const    -0.034477
vwretd   -0.063412
dtype: float64, 41603: const     0.001162
vwretd    2.140015
dtype: float64, 41604: const     0.008994
vwretd    0.673604
dtype: float64, 41611: const     0.003840
vwretd    2.406597
dtype: float64, 41638: const     0.008072
vwretd    1.764896
dtype: float64, 41646: const     0.012900
vwretd    1.064328
dtype: float64, 41647: const    -0.019628
vwretd    1.030082
dtype: float64, 41655: const     0.011259
vwretd    0.380703
dtype: float64, 41662: const     0.009843
vwretd    1.229299
dtype: float64, 41663: const     0.009677
vwretd    1.042419
dtype: float64, 41670: const    -0.003121
vwretd    1.236372
dtype: float64, 41671: const     0.002711
vwretd    2.666603
dtype: float64, 41689: const     0.010959
vwretd    1.862393
dtype: float64, 41690: const    -0.019236
vwretd    3.111477
dtype: float64, 41697: const     0.059296
vwretd    1.058661
dtype: float64, 41718: const     0.000800
vwretd    1.135053
dtype: float64, 41719: const    -0.020975
vwretd    0.594523
dtype: float64, 41726: const     0.004965
vwretd    0.863686
dtype: float64, 41727: const     0.035702
vwretd    0.028368
dtype: float64, 41734: const    -0.005807
vwretd    1.339460
dtype: float64, 41742: const     0.019302
vwretd    2.965864
dtype: float64, 41743: const     0.019043
vwretd    1.111876
dtype: float64, 41750: const     0.006468
vwretd    1.219295
dtype: float64, 41751: const     0.005079
vwretd    2.316833
dtype: float64, 41769: const    -0.007286
vwretd    0.978147
dtype: float64, 41770: const    -0.04920
vwretd    0.26552
dtype: float64, 41777: const    -0.004407
vwretd    2.866160
dtype: float64, 41785: const     0.010610
vwretd    1.539437
dtype: float64, 41786: const     0.003369
vwretd    0.014901
dtype: float64, 41793: const     0.018110
vwretd    1.776714
dtype: float64, 41794: const     0.005371
vwretd    0.538074
dtype: float64, 41806: const     0.009047
vwretd    1.567835
dtype: float64, 41807: const     0.005300
vwretd    0.730433
dtype: float64, 41814: const     0.003791
vwretd    1.367957
dtype: float64, 41815: const     0.008830
vwretd    0.808278
dtype: float64, 41822: const     0.001434
vwretd    1.725823
dtype: float64, 41823: const     0.004105
vwretd    0.421375
dtype: float64, 41830: const     0.011279
vwretd    1.568558
dtype: float64, 41831: const     0.010514
vwretd    1.539953
dtype: float64, 41849: const    -0.005177
vwretd    1.378048
dtype: float64, 41850: const     0.007941
vwretd    1.412142
dtype: float64, 41865: const     0.022720
vwretd    2.106144
dtype: float64, 41866: const     0.011254
vwretd    0.372025
dtype: float64, 41873: const     0.012755
vwretd    1.841057
dtype: float64, 41874: const     0.015429
vwretd    0.397408
dtype: float64, 41882: const    -0.087033
vwretd    2.799456
dtype: float64, 41902: const     0.000999
vwretd    2.616605
dtype: float64, 41903: const    -0.031064
vwretd    2.323751
dtype: float64, 41910: const     0.006028
vwretd    2.030265
dtype: float64, 41911: const     0.024452
vwretd    0.557962
dtype: float64, 41929: const     0.002277
vwretd    1.161350
dtype: float64, 41930: const     0.014372
vwretd    0.628121
dtype: float64, 41937: const     0.000875
vwretd    1.264841
dtype: float64, 41938: const    -0.115041
vwretd    0.601733
dtype: float64, 41945: const    -0.022187
vwretd    2.527671
dtype: float64, 41946: const     0.036251
vwretd    1.170976
dtype: float64, 41953: const     0.001060
vwretd    1.276418
dtype: float64, 41961: const     0.016583
vwretd    1.239607
dtype: float64, 41988: const    -0.002173
vwretd    1.794241
dtype: float64, 41989: const     0.004423
vwretd    0.762076
dtype: float64, 41996: const     0.004704
vwretd    0.987969
dtype: float64, 41997: const    -0.035194
vwretd    2.064081
dtype: float64, 42008: const     0.011931
vwretd    1.538121
dtype: float64, 42009: const     0.050897
vwretd    3.662409
dtype: float64, 42016: const    -0.004585
vwretd    0.878796
dtype: float64, 42017: const    -0.002729
vwretd    1.436780
dtype: float64, 42024: const    -0.004249
vwretd    1.526256
dtype: float64, 42025: const    -0.031309
vwretd    0.441096
dtype: float64, 42032: const     0.00540
vwretd    0.81774
dtype: float64, 42033: const     0.013952
vwretd    1.009779
dtype: float64, 42040: const    -0.002211
vwretd    1.555220
dtype: float64, 42041: const    -0.001196
vwretd    0.773827
dtype: float64, 42059: const     0.005228
vwretd    0.619490
dtype: float64, 42060: const     0.153059
vwretd    0.081201
dtype: float64, 42067: const     0.000677
vwretd    1.240876
dtype: float64, 42068: const    -0.008388
vwretd    0.834993
dtype: float64, 42075: const    -0.006359
vwretd    1.901145
dtype: float64, 42076: const     0.027195
vwretd    0.799754
dtype: float64, 42083: const     0.007528
vwretd    0.906172
dtype: float64, 42084: const    -0.005003
vwretd    1.184752
dtype: float64, 42091: const    -0.002288
vwretd    1.719832
dtype: float64, 42092: const     0.007604
vwretd    0.435459
dtype: float64, 42104: const     0.002103
vwretd    1.062808
dtype: float64, 42112: const    -0.000970
vwretd    1.029886
dtype: float64, 42113: const    -0.189932
vwretd    2.723593
dtype: float64, 42120: const     0.030436
vwretd    1.939618
dtype: float64, 42121: const     0.019397
vwretd    0.471716
dtype: float64, 42139: const     0.020942
vwretd    1.848870
dtype: float64, 42140: const     0.005736
vwretd    0.872395
dtype: float64, 42147: const    -0.015409
vwretd    0.005421
dtype: float64, 42148: const     0.004363
vwretd    0.675537
dtype: float64, 42155: const    -0.002493
vwretd    1.521586
dtype: float64, 42156: const     0.002252
vwretd    0.739660
dtype: float64, 42163: const     0.035705
vwretd    1.129133
dtype: float64, 42164: const    -0.015274
vwretd    1.310974
dtype: float64, 42171: const     0.008984
vwretd    0.972518
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vwretd    0.277138
dtype: float64, 42198: const     0.006459
vwretd    0.512608
dtype: float64, 42200: const     0.00341
vwretd    1.19678
dtype: float64, 42201: const     0.021394
vwretd    0.165202
dtype: float64, 42219: const     0.004746
vwretd    0.449553
dtype: float64, 42220: const     0.034897
vwretd    0.908256
dtype: float64, 42227: const     0.008403
vwretd    1.325458
dtype: float64, 42228: const     0.004127
vwretd    0.929787
dtype: float64, 42235: const     0.010003
vwretd    1.420323
dtype: float64, 42236: const     0.011824
vwretd    0.310144
dtype: float64, 42243: const     0.017384
vwretd    0.758535
dtype: float64, 42251: const    -0.024852
vwretd    1.444426
dtype: float64, 42252: const     0.024680
vwretd    0.209094
dtype: float64, 42278: const     0.015282
vwretd    1.814660
dtype: float64, 42279: const     0.019703
vwretd    0.163230
dtype: float64, 42286: const    -0.000262
vwretd    1.249236
dtype: float64, 42287: const     0.022257
vwretd    0.441661
dtype: float64, 42294: const    -0.006035
vwretd    1.145841
dtype: float64, 42295: const     0.006084
vwretd    0.562811
dtype: float64, 42307: const     0.006431
vwretd    1.151752
dtype: float64, 42315: const    -0.013186
vwretd    0.904548
dtype: float64, 42316: const     0.042093
vwretd   -0.037368
dtype: float64, 42323: const    -0.007814
vwretd    1.475571
dtype: float64, 42324: const    -0.018661
vwretd    2.914888
dtype: float64, 42331: const     0.001818
vwretd    1.241743
dtype: float64, 42332: const    -0.156110
vwretd   -0.846352
dtype: float64, 42358: const     0.004969
vwretd    0.833836
dtype: float64, 42359: const    -0.047791
vwretd    1.478867
dtype: float64, 42366: const    -0.001696
vwretd    1.439551
dtype: float64, 42367: const     0.257675
vwretd    0.913901
dtype: float64, 42374: const     0.004843
vwretd    0.764509
dtype: float64, 42382: const     0.020870
vwretd   -0.061904
dtype: float64, 42383: const    -0.157395
vwretd    2.148651
dtype: float64, 42390: const     0.003108
vwretd    1.203689
dtype: float64, 42403: const     0.006424
vwretd    1.982552
dtype: float64, 42411: const     0.004708
vwretd    1.141604
dtype: float64, 42412: const     0.004906
vwretd    0.793559
dtype: float64, 42438: const     0.006954
vwretd    1.352092
dtype: float64, 42439: const     0.003425
vwretd    1.053790
dtype: float64, 42446: const     0.000934
vwretd    0.713250
dtype: float64, 42447: const     0.006795
vwretd    1.412653
dtype: float64, 42454: const     0.003257
vwretd    1.030112
dtype: float64, 42455: const    -0.002843
vwretd    1.516631
dtype: float64, 42462: const     0.005969
vwretd    1.371037
dtype: float64, 42463: const    -0.030121
vwretd    0.154564
dtype: float64, 42470: const     0.008165
vwretd    1.211513
dtype: float64, 42471: const     0.007392
vwretd    1.057087
dtype: float64, 42489: const     0.038388
vwretd    1.717676
dtype: float64, 42490: const     0.015210
vwretd    0.618521
dtype: float64, 42497: const     0.005749
vwretd    0.843715
dtype: float64, 42498: const     0.056909
vwretd    2.493468
dtype: float64, 42518: const     0.007903
vwretd    1.506475
dtype: float64, 42519: const     0.011171
vwretd    0.400733
dtype: float64, 42526: const     0.010678
vwretd    1.384065
dtype: float64, 42534: const     0.003843
vwretd    1.160824
dtype: float64, 42535: const    -0.005155
vwretd    1.634959
dtype: float64, 42542: const    -0.011912
vwretd    1.362504
dtype: float64, 42543: const     0.003503
vwretd    1.870091
dtype: float64, 42550: const     0.003932
vwretd    1.132634
dtype: float64, 42551: const     0.001927
vwretd    1.216881
dtype: float64, 42569: const    -0.000084
vwretd    1.200063
dtype: float64, 42570: const     0.0
vwretd    0.0
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vwretd    1.47308
dtype: float64, 42578: const     0.021876
vwretd    0.585596
dtype: float64, 42585: const     0.007033
vwretd    0.572624
dtype: float64, 42586: const    -0.016284
vwretd    1.470599
dtype: float64, 42593: const     0.006152
vwretd    1.147865
dtype: float64, 42606: const    -0.003925
vwretd    0.896244
dtype: float64, 42607: const     0.005198
vwretd    0.897154
dtype: float64, 42614: const     0.002563
vwretd    1.100360
dtype: float64, 42622: const     0.019895
vwretd    1.284024
dtype: float64, 42623: const     0.001799
vwretd    3.186932
dtype: float64, 42630: const     0.011328
vwretd    0.537372
dtype: float64, 42631: const    -0.049905
vwretd    0.704833
dtype: float64, 42649: const     0.008842
vwretd    1.497370
dtype: float64, 42657: const     0.003994
vwretd    1.098428
dtype: float64, 42658: const     0.012364
vwretd    1.262671
dtype: float64, 42665: const    -0.012029
vwretd    1.768043
dtype: float64, 42666: const    -0.017843
vwretd    1.633763
dtype: float64, 42673: const     0.023498
vwretd    1.446792
dtype: float64, 42674: const    -0.018591
vwretd    1.477365
dtype: float64, 42681: const     0.004160
vwretd    1.516358
dtype: float64, 42682: const    -0.073735
vwretd    1.066376
dtype: float64, 42703: const     0.00959
vwretd    0.65244
dtype: float64, 42710: const     0.005576
vwretd    0.421197
dtype: float64, 42711: const     0.008347
vwretd    0.786542
dtype: float64, 42729: const    -0.025468
vwretd    1.407442
dtype: float64, 42730: const     0.006601
vwretd    1.401423
dtype: float64, 42737: const     0.012466
vwretd    1.130225
dtype: float64, 42745: const     0.002012
vwretd    1.009974
dtype: float64, 42746: const    -0.011012
vwretd    1.609386
dtype: float64, 42753: const     0.005968
vwretd    1.722878
dtype: float64, 42761: const     0.006073
vwretd    1.745415
dtype: float64, 42762: const     0.007058
vwretd    0.319845
dtype: float64, 42788: const     0.012241
vwretd    1.112947
dtype: float64, 42796: const     0.000976
vwretd    1.243562
dtype: float64, 42797: const     0.074060
vwretd    1.281462
dtype: float64, 42809: const     0.007545
vwretd    1.272876
dtype: float64, 42810: const    -0.040444
vwretd    2.651549
dtype: float64, 42817: const     0.005830
vwretd    0.438293
dtype: float64, 42818: const     0.025699
vwretd    0.764505
dtype: float64, 42825: const     0.035524
vwretd    1.198061
dtype: float64, 42833: const     0.003906
vwretd    0.464867
dtype: float64, 42834: const    -0.000785
vwretd    0.506568
dtype: float64, 42841: const     0.021843
vwretd    1.535611
dtype: float64, 42842: const     0.003438
vwretd    0.913167
dtype: float64, 42868: const     0.027696
vwretd    1.644929
dtype: float64, 42869: const     0.034438
vwretd    1.264499
dtype: float64, 42876: const     0.003764
vwretd    1.652166
dtype: float64, 42877: const     0.005610
vwretd    1.058162
dtype: float64, 42884: const     0.003902
vwretd    1.136300
dtype: float64, 42885: const    -0.003609
vwretd    3.682823
dtype: float64, 42892: const     0.016317
vwretd    1.657406
dtype: float64, 42893: const    -0.014714
vwretd    1.307171
dtype: float64, 42905: const     0.001939
vwretd    1.271232
dtype: float64, 42906: const     0.003452
vwretd    0.911187
dtype: float64, 42913: const    -0.007613
vwretd    1.203515
dtype: float64, 42914: const     0.007703
vwretd    4.126424
dtype: float64, 42921: const     0.000854
vwretd    2.073057
dtype: float64, 42922: const     0.001828
vwretd    1.053362
dtype: float64, 42948: const     0.002463
vwretd    0.969694
dtype: float64, 42949: const     0.006842
vwretd    0.631832
dtype: float64, 42956: const     0.034824
vwretd    2.018370
dtype: float64, 42957: const    -0.065895
vwretd    2.302829
dtype: float64, 42964: const    -0.015900
vwretd    1.976094
dtype: float64, 42965: const     0.015537
vwretd    2.103364
dtype: float64, 42972: const     0.015900
vwretd    1.196016
dtype: float64, 42973: const     0.013242
vwretd    1.315023
dtype: float64, 42980: const     0.017378
vwretd    1.593330
dtype: float64, 42981: const     0.016509
vwretd    0.910580
dtype: float64, 42999: const    -0.001285
vwretd    2.037657
dtype: float64, 43000: const     0.010711
vwretd    1.445289
dtype: float64, 43019: const    -0.008138
vwretd    1.199647
dtype: float64, 43020: const    -0.001604
vwretd    1.627604
dtype: float64, 43027: const    -0.011650
vwretd    1.352863
dtype: float64, 43028: const     0.004428
vwretd    0.944389
dtype: float64, 43036: const     0.006104
vwretd    0.454814
dtype: float64, 43043: const    -0.005113
vwretd    1.672627
dtype: float64, 43044: const     0.080391
vwretd    3.127193
dtype: float64, 43051: const     0.009670
vwretd    1.430362
dtype: float64, 43052: const     0.020359
vwretd   -0.119141
dtype: float64, 43078: const     0.012465
vwretd    1.547542
dtype: float64, 43079: const     0.027215
vwretd    3.925412
dtype: float64, 43086: const     0.034569
vwretd    0.900997
dtype: float64, 43087: const     0.009397
vwretd    0.765731
dtype: float64, 43094: const     0.001739
vwretd    2.535655
dtype: float64, 43095: const    -0.075483
vwretd    0.489770
dtype: float64, 43107: const     0.011032
vwretd    0.834214
dtype: float64, 43108: const     0.165979
vwretd    3.542661
dtype: float64, 43115: const    -0.023490
vwretd    2.096416
dtype: float64, 43116: const     0.121956
vwretd    3.641207
dtype: float64, 43123: const     0.002001
vwretd    1.545433
dtype: float64, 43124: const     0.008869
vwretd    1.064613
dtype: float64, 43131: const    -0.019701
vwretd    2.905684
dtype: float64, 43132: const     0.006366
vwretd    1.215246
dtype: float64, 43158: const     0.027712
vwretd    0.740591
dtype: float64, 43159: const    -0.001165
vwretd    1.435431
dtype: float64, 43166: const    -0.004046
vwretd    1.047319
dtype: float64, 43167: const     0.006430
vwretd    1.208865
dtype: float64, 43174: const     0.008558
vwretd    1.994557
dtype: float64, 43175: const    -0.025887
vwretd    0.884511
dtype: float64, 43182: const     0.170961
vwretd   -1.028663
dtype: float64, 43183: const    -0.019916
vwretd    1.580677
dtype: float64, 43190: const     0.004993
vwretd    1.375251
dtype: float64, 43191: const     0.007060
vwretd    0.199508
dtype: float64, 43203: const     0.010205
vwretd    1.223189
dtype: float64, 43204: const    -0.015846
vwretd    0.928682
dtype: float64, 43211: const    -0.010632
vwretd    1.183294
dtype: float64, 43238: const    -0.002436
vwretd    0.844300
dtype: float64, 43239: const    -0.086627
vwretd   -0.153131
dtype: float64, 43246: const     0.008819
vwretd    1.129651
dtype: float64, 43247: const    -0.080405
vwretd    0.268745
dtype: float64, 43254: const     0.012072
vwretd    1.644690
dtype: float64, 43255: const     0.017422
vwretd   -0.341063
dtype: float64, 43262: const     0.003257
vwretd    1.278693
dtype: float64, 43263: const     0.006692
vwretd    0.724893
dtype: float64, 43270: const     0.002876
vwretd    1.371345
dtype: float64, 43271: const    -0.001819
vwretd    0.690469
dtype: float64, 43289: const     0.001056
vwretd    1.317615
dtype: float64, 43290: const     0.005795
vwretd    1.968026
dtype: float64, 43297: const     0.039638
vwretd    1.423617
dtype: float64, 43298: const     0.010000
vwretd    1.835145
dtype: float64, 43318: const     0.006713
vwretd    1.268813
dtype: float64, 43326: const    -0.005388
vwretd    1.114239
dtype: float64, 43327: const    -0.008000
vwretd    1.556707
dtype: float64, 43334: const     0.001870
vwretd    1.027024
dtype: float64, 43342: const     0.004446
vwretd    1.360199
dtype: float64, 43350: const     0.001910
vwretd    1.109283
dtype: float64, 43369: const     0.010761
vwretd    1.399700
dtype: float64, 43370: const    -0.038281
vwretd    0.200970
dtype: float64, 43377: const     0.009265
vwretd    1.070558
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vwretd    0.0
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vwretd    1.660972
dtype: float64, 43393: const     0.000715
vwretd    1.101344
dtype: float64, 43394: const     0.014011
vwretd   -0.544718
dtype: float64, 43406: const     0.008041
vwretd    0.554020
dtype: float64, 43407: const    -0.006560
vwretd    1.132044
dtype: float64, 43414: const     0.010378
vwretd    1.158545
dtype: float64, 43415: const    -0.087683
vwretd    3.153228
dtype: float64, 43422: const     0.000566
vwretd    1.362251
dtype: float64, 43423: const    -0.008411
vwretd    0.983024
dtype: float64, 43430: const    -0.004405
vwretd    1.597764
dtype: float64, 43449: const     0.008234
vwretd    0.882520
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vwretd    1.333247
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vwretd    1.275840
dtype: float64, 43465: const    -0.003233
vwretd    1.148621
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vwretd    0.592469
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vwretd    1.156740
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vwretd    2.095105
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vwretd    0.938138
dtype: float64, 43502: const     0.009751
vwretd    1.337587
dtype: float64, 43503: const    -0.018349
vwretd    1.686575
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vwretd    1.572271
dtype: float64, 43529: const     0.003633
vwretd    1.075895
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vwretd    0.906963
dtype: float64, 43537: const     0.003318
vwretd    1.116763
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vwretd    1.775256
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vwretd    0.523945
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vwretd    1.134579
dtype: float64, 43554: const    -0.015769
vwretd    0.214986
dtype: float64, 43561: const     0.003477
vwretd    0.394381
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vwretd   -2.222883
dtype: float64, 43588: const     0.011138
vwretd    0.717279
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vwretd    0.815735
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vwretd    1.748350
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vwretd    1.046150
dtype: float64, 43609: const     0.002102
vwretd    0.963454
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vwretd    2.013770
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vwretd    1.003370
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vwretd    1.274287
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vwretd    1.252169
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vwretd    1.239120
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vwretd    1.468109
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vwretd    1.182052
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vwretd    0.277327
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vwretd    0.965792
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vwretd    2.311890
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vwretd    1.394230
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vwretd    1.071446
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vwretd    1.474076
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vwretd    1.397404
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vwretd    0.628709
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vwretd    0.396562
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vwretd    1.085897
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vwretd    1.492461
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vwretd   -0.272203
dtype: float64, 43721: const     0.004356
vwretd    0.956619
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vwretd    1.127977
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vwretd    1.136020
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vwretd    0.356762
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vwretd    2.348474
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vwretd    1.135565
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vwretd    1.930021
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vwretd    0.877912
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vwretd    3.208382
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vwretd    1.209092
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vwretd    1.873021
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vwretd    0.566995
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vwretd    0.745083
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vwretd    0.987273
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vwretd    0.036045
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vwretd    1.456722
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vwretd    2.148699
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vwretd    1.576721
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vwretd    0.548299
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vwretd    1.259982
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vwretd    0.933176
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vwretd    1.344789
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vwretd    1.308117
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vwretd    0.327150
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vwretd    1.122370
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vwretd    0.699703
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vwretd    0.808612
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vwretd    1.045711
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vwretd    1.577441
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vwretd    0.0
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vwretd    1.772966
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vwretd    0.999055
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vwretd    1.31254
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vwretd    6.406820
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vwretd    0.697011
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vwretd    4.121634
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vwretd    2.174351
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vwretd    0.276457
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vwretd    2.027635
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vwretd    0.701658
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vwretd    1.585006
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vwretd    0.936891
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vwretd    1.801757
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vwretd    1.063792
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vwretd    1.666144
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vwretd    0.330757
dtype: float64, 43991: const     0.011132
vwretd    2.710074
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vwretd    0.698579
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vwretd    1.131532
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vwretd    1.519920
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vwretd    0.574182
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vwretd    1.518541
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vwretd    1.171086
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vwretd    1.676308
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vwretd    1.704929
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vwretd    0.772999
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vwretd    3.455122
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vwretd    2.189509
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vwretd    0.548186
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vwretd    2.243376
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vwretd    0.155976
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vwretd    1.635918
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vwretd    1.741127
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vwretd    2.291279
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vwretd    0.796298
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vwretd    2.366837
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vwretd    1.271247
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vwretd    1.027708
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vwretd    0.471006
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vwretd    1.607453
dtype: float64, 44150: const    -0.001883
vwretd    1.092136
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vwretd   -0.752546
dtype: float64, 44169: const     0.001638
vwretd    1.628715
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vwretd    1.468991
dtype: float64, 44177: const     0.014691
vwretd    0.787568
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vwretd    0.625175
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vwretd    1.290658
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vwretd    1.303085
dtype: float64, 44193: const     0.007233
vwretd    1.694483
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vwretd    1.490886
dtype: float64, 44206: const     0.005207
vwretd    0.463666
dtype: float64, 44207: const     0.018188
vwretd    1.444032
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vwretd    1.940101
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vwretd    0.301919
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vwretd    2.295734
dtype: float64, 44223: const    -0.003200
vwretd    0.963671
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vwretd    0.999391
dtype: float64, 44231: const    -0.003141
vwretd    1.528107
dtype: float64, 44249: const    -0.026513
vwretd    1.186694
dtype: float64, 44250: const     0.000993
vwretd    0.499619
dtype: float64, 44257: const     0.004093
vwretd    1.030568
dtype: float64, 44258: const    -0.014917
vwretd   -1.519092
dtype: float64, 44265: const    -0.003628
vwretd    1.528025
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vwretd    0.917579
dtype: float64, 44273: const     0.009881
vwretd    1.094173
dtype: float64, 44274: const     0.000449
vwretd    1.358030
dtype: float64, 44281: const     0.025235
vwretd    1.232895
dtype: float64, 44282: const     0.028575
vwretd    1.408105
dtype: float64, 44302: const     0.011513
vwretd    1.463415
dtype: float64, 44303: const     0.041024
vwretd   -0.176689
dtype: float64, 44310: const    -0.005142
vwretd    1.975610
dtype: float64, 44311: const    -0.010802
vwretd    0.511750
dtype: float64, 44329: const     0.004842
vwretd    1.230637
dtype: float64, 44330: const     0.014573
vwretd    0.323912
dtype: float64, 44337: const    -0.014969
vwretd    1.709132
dtype: float64, 44338: const     0.006311
vwretd    1.955590
dtype: float64, 44345: const    -0.003094
vwretd    0.992938
dtype: float64, 44346: const     0.00672
vwretd    1.20720
dtype: float64, 44353: const     0.006252
vwretd    0.781914
dtype: float64, 44354: const    -0.132576
vwretd    0.148219
dtype: float64, 44361: const     0.006198
vwretd    1.354962
dtype: float64, 44362: const    -0.060334
vwretd    1.460724
dtype: float64, 44388: const    -0.005259
vwretd    1.601132
dtype: float64, 44389: const     0.001385
vwretd    1.333549
dtype: float64, 44396: const     0.007100
vwretd    0.996206
dtype: float64, 44397: const    -0.030377
vwretd    1.659814
dtype: float64, 44409: const     0.004835
vwretd    1.069663
dtype: float64, 44410: const    -0.019710
vwretd    1.691402
dtype: float64, 44417: const     0.001356
vwretd    1.139772
dtype: float64, 44418: const    -0.073952
vwretd   -0.680919
dtype: float64, 44425: const    -0.003567
vwretd    1.205526
dtype: float64, 44433: const    -0.005269
vwretd    1.661293
dtype: float64, 44434: const     0.031521
vwretd    1.190601
dtype: float64, 44441: const    -0.046722
vwretd    1.354056
dtype: float64, 44442: const    -0.083784
vwretd    3.641536
dtype: float64, 44468: const     0.005117
vwretd    0.788806
dtype: float64, 44469: const    -0.012265
vwretd    0.862795
dtype: float64, 44476: const    -0.001158
vwretd    1.730272
dtype: float64, 44477: const    -0.011563
vwretd    1.006947
dtype: float64, 44484: const     0.005431
vwretd    1.105069
dtype: float64, 44485: const    -0.037434
vwretd    1.212368
dtype: float64, 44492: const     0.004837
vwretd    1.663012
dtype: float64, 44493: const    -0.103572
vwretd    3.524154
dtype: float64, 44505: const     0.009473
vwretd    1.674081
dtype: float64, 44506: const    -0.000224
vwretd    2.037431
dtype: float64, 44513: const    -0.005486
vwretd    1.824544
dtype: float64, 44514: const     0.037057
vwretd    0.355639
dtype: float64, 44521: const     0.009984
vwretd    0.874030
dtype: float64, 44522: const     0.017447
vwretd    0.637261
dtype: float64, 44548: const    -0.000842
vwretd    1.610673
dtype: float64, 44556: const    -0.032780
vwretd    1.735028
dtype: float64, 44557: const     0.054282
vwretd   -0.974170
dtype: float64, 44564: const     0.012196
vwretd    1.744537
dtype: float64, 44565: const    -0.001276
vwretd    1.450295
dtype: float64, 44572: const     0.004405
vwretd    1.181698
dtype: float64, 44573: const    -0.087859
vwretd    1.915238
dtype: float64, 44580: const    -0.013763
vwretd    1.211408
dtype: float64, 44581: const     0.015119
vwretd    1.294864
dtype: float64, 44599: const     0.004322
vwretd    0.499205
dtype: float64, 44600: const    -0.013035
vwretd    1.418285
dtype: float64, 44601: const     0.003243
vwretd    0.980218
dtype: float64, 44602: const     0.015770
vwretd   -0.314642
dtype: float64, 44628: const     0.001694
vwretd    1.327486
dtype: float64, 44629: const     0.008321
vwretd    0.366928
dtype: float64, 44636: const    -0.001573
vwretd    0.811826
dtype: float64, 44637: const     0.005343
vwretd    1.414478
dtype: float64, 44644: const     0.005572
vwretd    1.002060
dtype: float64, 44645: const    -0.013749
vwretd    0.488705
dtype: float64, 44652: const     0.007486
vwretd    0.952731
dtype: float64, 44653: const    -0.035148
vwretd    0.850229
dtype: float64, 44661: const    -0.019867
vwretd    1.332121
dtype: float64, 44679: const    -0.039013
vwretd    1.172855
dtype: float64, 44687: const     0.004676
vwretd    1.172836
dtype: float64, 44688: const     0.012576
vwretd    0.414188
dtype: float64, 44695: const    -0.015008
vwretd    1.465667
dtype: float64, 44708: const    -0.002767
vwretd    1.351341
dtype: float64, 44709: const     0.011103
vwretd    0.981242
dtype: float64, 44717: const    -0.003752
vwretd    1.125816
dtype: float64, 44724: const    -0.000688
vwretd    0.798749
dtype: float64, 44725: const     0.017798
vwretd    0.404980
dtype: float64, 44732: const     0.080700
vwretd    1.012565
dtype: float64, 44733: const     0.003579
vwretd    0.983076
dtype: float64, 44740: const    -0.001861
vwretd    1.455435
dtype: float64, 44741: const     0.134712
vwretd    2.175758
dtype: float64, 44759: const     0.003236
vwretd    1.452081
dtype: float64, 44760: const    -0.054943
vwretd    1.574619
dtype: float64, 44767: const    -0.006456
vwretd    1.229402
dtype: float64, 44768: const    -0.003718
vwretd    1.699325
dtype: float64, 44775: const     0.004628
vwretd    1.283747
dtype: float64, 44776: const     0.010775
vwretd    1.522308
dtype: float64, 44783: const    -0.001573
vwretd    1.525815
dtype: float64, 44784: const     0.024468
vwretd    0.932414
dtype: float64, 44791: const     0.004675
vwretd    1.123792
dtype: float64, 44792: const     0.001676
vwretd    1.285723
dtype: float64, 44804: const     0.007827
vwretd    1.331948
dtype: float64, 44812: const     0.01237
vwretd    1.46128
dtype: float64, 44813: const     0.008725
vwretd    1.539213
dtype: float64, 44820: const     0.005827
vwretd    1.394243
dtype: float64, 44821: const     0.008945
vwretd    1.496815
dtype: float64, 44839: const     0.006061
vwretd    1.258034
dtype: float64, 44840: const     0.003900
vwretd    1.394965
dtype: float64, 44847: const    -0.000315
vwretd    3.830482
dtype: float64, 44848: const     0.040433
vwretd    1.185163
dtype: float64, 44855: const    -0.004195
vwretd    1.584362
dtype: float64, 44856: const    -0.005974
vwretd    0.830523
dtype: float64, 44863: const     0.003941
vwretd    1.005510
dtype: float64, 44871: const     0.005623
vwretd    1.696165
dtype: float64, 44872: const    -0.004117
vwretd    0.288493
dtype: float64, 44898: const    -0.009162
vwretd    1.523161
dtype: float64, 44899: const     0.009271
vwretd    0.875137
dtype: float64, 44900: const    -0.002271
vwretd    1.405867
dtype: float64, 44901: const     0.027134
vwretd    0.716460
dtype: float64, 44919: const     0.000444
vwretd    1.409312
dtype: float64, 44920: const    -0.064237
vwretd    1.380218
dtype: float64, 44927: const    -0.004445
vwretd    3.054870
dtype: float64, 44928: const    -0.018850
vwretd    1.824666
dtype: float64, 44935: const    -0.001833
vwretd    1.556296
dtype: float64, 44936: const    -0.078755
vwretd    0.441381
dtype: float64, 44943: const     0.005276
vwretd    1.871613
dtype: float64, 44951: const     0.001516
vwretd    1.012453
dtype: float64, 44952: const    -0.041547
vwretd    0.776922
dtype: float64, 44978: const    -0.002729
vwretd    1.185465
dtype: float64, 44986: const     0.004598
vwretd    1.039304
dtype: float64, 44987: const    -0.038052
vwretd    0.270565
dtype: float64, 44994: const     0.002041
vwretd    1.708750
dtype: float64, 45006: const     0.051389
vwretd    1.364665
dtype: float64, 45007: const     0.006897
vwretd    0.823248
dtype: float64, 45014: const    -0.004116
vwretd    1.605537
dtype: float64, 45015: const     0.004551
vwretd    1.162689
dtype: float64, 45022: const     0.001565
vwretd    1.607620
dtype: float64, 45023: const     0.024220
vwretd    0.345784
dtype: float64, 45030: const    -0.003560
vwretd    1.597515
dtype: float64, 45031: const     0.055744
vwretd   -0.986669
dtype: float64, 45049: const    -0.000690
vwretd    1.029046
dtype: float64, 45050: const    -0.003344
vwretd    0.829364
dtype: float64, 45057: const    -0.009966
vwretd    1.023419
dtype: float64, 45058: const    -0.010446
vwretd    1.330321
dtype: float64, 45065: const     0.006692
vwretd    1.299888
dtype: float64, 45073: const    -0.006269
vwretd    1.004045
dtype: float64, 45074: const     0.023610
vwretd    0.990889
dtype: float64, 45081: const     0.002192
vwretd    1.152321
dtype: float64, 45082: const    -0.052686
vwretd    1.652018
dtype: float64, 45102: const    -0.005170
vwretd    1.353158
dtype: float64, 45103: const     0.007475
vwretd    1.211014
dtype: float64, 45110: const     0.006599
vwretd    0.779616
dtype: float64, 45129: const     0.002144
vwretd    1.067168
dtype: float64, 45130: const     0.009475
vwretd    1.877523
dtype: float64, 45137: const     0.006067
vwretd    0.948007
dtype: float64, 45145: const     0.010616
vwretd    1.779621
dtype: float64, 45146: const     0.035328
vwretd    2.130157
dtype: float64, 45153: const    -0.015817
vwretd    0.838084
dtype: float64, 45154: const     0.102576
vwretd   -0.691776
dtype: float64, 45161: const     0.002864
vwretd    1.489259
dtype: float64, 45188: const    -0.025036
vwretd    2.467629
dtype: float64, 45189: const     0.007082
vwretd    1.506598
dtype: float64, 45196: const    -0.009406
vwretd    1.391187
dtype: float64, 45197: const     0.012057
vwretd    1.435673
dtype: float64, 45209: const    -0.011156
vwretd    1.807898
dtype: float64, 45217: const     0.000861
vwretd    1.059247
dtype: float64, 45225: const     0.004115
vwretd    1.309172
dtype: float64, 45226: const     0.008956
vwretd    0.351054
dtype: float64, 45233: const    -0.015666
vwretd    2.033694
dtype: float64, 45234: const     0.005952
vwretd    0.766329
dtype: float64, 45241: const     0.010737
vwretd    1.120500
dtype: float64, 45242: const    -0.037738
vwretd    0.773501
dtype: float64, 45268: const     0.006554
vwretd    1.093429
dtype: float64, 45269: const    -0.095102
vwretd   -0.502976
dtype: float64, 45276: const     0.021513
vwretd    1.227143
dtype: float64, 45277: const     0.007125
vwretd    1.094003
dtype: float64, 45284: const     0.071667
vwretd    3.974539
dtype: float64, 45285: const    -0.028080
vwretd    0.926523
dtype: float64, 45292: const     0.005917
vwretd    0.927032
dtype: float64, 45293: const    -0.148847
vwretd   -1.427294
dtype: float64, 45305: const     0.000528
vwretd    2.058732
dtype: float64, 45306: const     0.011926
vwretd    1.953987
dtype: float64, 45313: const    -0.001648
vwretd    1.068805
dtype: float64, 45314: const    -0.030667
vwretd    2.501197
dtype: float64, 45321: const     0.004576
vwretd    1.322928
dtype: float64, 45322: const    -0.213092
vwretd    2.672060
dtype: float64, 45348: const     0.003820
vwretd    0.659838
dtype: float64, 45349: const    -0.024364
vwretd    2.096151
dtype: float64, 45356: const     0.001575
vwretd    1.441969
dtype: float64, 45357: const    -0.106663
vwretd    1.565250
dtype: float64, 45364: const     0.018101
vwretd   -0.132464
dtype: float64, 45372: const    -0.045518
vwretd    1.746899
dtype: float64, 45373: const     0.017323
vwretd    0.640884
dtype: float64, 45380: const     0.009236
vwretd    1.354048
dtype: float64, 45381: const     0.007538
vwretd    1.154423
dtype: float64, 45399: const    -0.000777
vwretd    1.372628
dtype: float64, 45400: const     0.012428
vwretd    1.398172
dtype: float64, 45401: const     0.004325
vwretd    1.450537
dtype: float64, 45402: const     0.010629
vwretd    0.820264
dtype: float64, 45428: const    -0.005104
vwretd    1.499307
dtype: float64, 45429: const    -0.072736
vwretd    0.647733
dtype: float64, 45436: const     0.002582
vwretd    1.298724
dtype: float64, 45437: const     0.001937
vwretd    0.521756
dtype: float64, 45444: const     0.003549
vwretd    1.542098
dtype: float64, 45452: const    -0.021642
vwretd    1.591234
dtype: float64, 45460: const    -0.004122
vwretd    1.126365
dtype: float64, 45479: const    -0.002225
vwretd    1.074864
dtype: float64, 45480: const    -0.012365
vwretd    0.177252
dtype: float64, 45487: const     0.001003
vwretd    1.178728
dtype: float64, 45495: const    -0.000305
vwretd    1.500999
dtype: float64, 45496: const     0.065824
vwretd    3.608412
dtype: float64, 45508: const    -0.012264
vwretd    0.805691
dtype: float64, 45509: const    -0.011648
vwretd    1.863310
dtype: float64, 45516: const     0.003761
vwretd    1.261035
dtype: float64, 45517: const     0.055970
vwretd    4.567597
dtype: float64, 45524: const    -0.010389
vwretd    1.434893
dtype: float64, 45525: const    -0.033070
vwretd    0.849055
dtype: float64, 45532: const     0.013439
vwretd    2.201797
dtype: float64, 45540: const    -0.009502
vwretd    1.269255
dtype: float64, 45559: const     0.001395
vwretd    1.650037
dtype: float64, 45560: const     0.001117
vwretd    1.256278
dtype: float64, 45567: const    -0.002814
vwretd    1.325680
dtype: float64, 45568: const    -0.194208
vwretd    8.239566
dtype: float64, 45575: const     0.022007
vwretd    1.063980
dtype: float64, 45583: const     0.001749
vwretd    0.975679
dtype: float64, 45584: const    -0.043346
vwretd    0.920313
dtype: float64, 45591: const     0.003753
vwretd    0.933432
dtype: float64, 45592: const     0.008592
vwretd    2.421752
dtype: float64, 45604: const     0.006761
vwretd    0.990588
dtype: float64, 45605: const     0.019095
vwretd    2.910428
dtype: float64, 45612: const    -0.005580
vwretd    0.793101
dtype: float64, 45613: const    -0.004550
vwretd    0.902572
dtype: float64, 45620: const     0.010026
vwretd    2.047081
dtype: float64, 45621: const     0.010364
vwretd   -0.304128
dtype: float64, 45639: const    -0.005522
vwretd    1.295813
dtype: float64, 45647: const    -0.002709
vwretd    1.512396
dtype: float64, 45648: const    -0.125654
vwretd    3.342812
dtype: float64, 45655: const     0.002634
vwretd    1.310450
dtype: float64, 45656: const    -0.033471
vwretd    0.714641
dtype: float64, 45663: const     0.006199
vwretd    1.089319
dtype: float64, 45664: const    -0.115397
vwretd    1.893253
dtype: float64, 45671: const     0.005391
vwretd    1.760277
dtype: float64, 45672: const     0.012381
vwretd    0.901276
dtype: float64, 45698: const     0.004858
vwretd    1.172616
dtype: float64, 45699: const     0.008790
vwretd    1.474059
dtype: float64, 45700: const     0.010197
vwretd    1.330591
dtype: float64, 45701: const     0.030437
vwretd    0.410965
dtype: float64, 45719: const    -0.003406
vwretd    0.707915
dtype: float64, 45720: const     0.004897
vwretd    0.661401
dtype: float64, 45727: const     0.009924
vwretd    0.896757
dtype: float64, 45728: const    -0.001071
vwretd    0.779531
dtype: float64, 45735: const     0.004355
vwretd    1.232302
dtype: float64, 45736: const     0.000435
vwretd    1.637056
dtype: float64, 45743: const     0.000208
vwretd    1.137734
dtype: float64, 45744: const     0.009601
vwretd    0.686947
dtype: float64, 45751: const     0.005282
vwretd    0.805748
dtype: float64, 45752: const     0.013669
vwretd    1.071138
dtype: float64, 45778: const    -0.005852
vwretd    1.845900
dtype: float64, 45779: const    -0.059797
vwretd    1.022928
dtype: float64, 45786: const    -0.001354
vwretd    2.317198
dtype: float64, 45794: const     0.004665
vwretd    1.245814
dtype: float64, 45795: const    -0.030743
vwretd    4.685398
dtype: float64, 45807: const     0.005788
vwretd    1.190615
dtype: float64, 45815: const    -0.003862
vwretd    1.120224
dtype: float64, 45823: const     0.000796
vwretd    1.165686
dtype: float64, 45824: const     0.013479
vwretd    0.193800
dtype: float64, 45831: const    -0.001360
vwretd    1.125456
dtype: float64, 45832: const     0.008473
vwretd    0.009804
dtype: float64, 45858: const     0.004908
vwretd    0.543979
dtype: float64, 45859: const     0.018395
vwretd    0.058807
dtype: float64, 45866: const    -0.001782
vwretd    1.442502
dtype: float64, 45867: const     0.014326
vwretd    0.476484
dtype: float64, 45874: const     0.000664
vwretd    1.125661
dtype: float64, 45875: const    -0.023087
vwretd    1.495835
dtype: float64, 45882: const    -0.001324
vwretd    1.567336
dtype: float64, 45883: const    -0.008989
vwretd    0.260007
dtype: float64, 45890: const    -0.006028
vwretd    1.230523
dtype: float64, 45891: const     0.008733
vwretd    1.301429
dtype: float64, 45903: const     0.006180
vwretd    0.689551
dtype: float64, 45911: const     0.004740
vwretd    1.717217
dtype: float64, 45938: const    -0.004546
vwretd    1.013264
dtype: float64, 45939: const     0.083038
vwretd   -0.327488
dtype: float64, 45946: const    -0.007406
vwretd    1.686603
dtype: float64, 45947: const     0.008903
vwretd    0.501463
dtype: float64, 45954: const     0.005994
vwretd    0.852398
dtype: float64, 45955: const    -0.005860
vwretd    1.917623
dtype: float64, 45962: const    -0.003709
vwretd    1.129398
dtype: float64, 45963: const    -0.00917
vwretd   -0.09890
dtype: float64, 45970: const    -0.004763
vwretd    1.387062
dtype: float64, 45989: const     0.006386
vwretd    1.162270
dtype: float64, 45997: const     0.001312
vwretd    1.655337
dtype: float64, 46009: const     0.005646
vwretd    1.585251
dtype: float64, 46010: const    -0.030968
vwretd    0.431055
dtype: float64, 46017: const     0.003777
vwretd    0.479935
dtype: float64, 46018: const    -0.005619
vwretd    1.119394
dtype: float64, 46025: const    -0.007727
vwretd    1.395343
dtype: float64, 46026: const     0.009720
vwretd    1.417549
dtype: float64, 46033: const    -0.007981
vwretd    1.906490
dtype: float64, 46034: const     0.008176
vwretd    0.148034
dtype: float64, 46041: const    -0.009515
vwretd    1.397301
dtype: float64, 46042: const     0.017126
vwretd    0.913549
dtype: float64, 46068: const     0.008023
vwretd    0.977795
dtype: float64, 46076: const     0.008091
vwretd    0.538719
dtype: float64, 46077: const    -0.003743
vwretd    1.664339
dtype: float64, 46084: const    -0.017839
vwretd    1.657520
dtype: float64, 46085: const     0.006324
vwretd    0.411424
dtype: float64, 46092: const     0.006760
vwretd    0.703431
dtype: float64, 46093: const     0.010217
vwretd    1.408536
dtype: float64, 46105: const    -0.020681
vwretd    1.999403
dtype: float64, 46106: const     0.013014
vwretd    0.912894
dtype: float64, 46113: const    -0.013356
vwretd    1.081777
dtype: float64, 46114: const     0.001281
vwretd    1.030124
dtype: float64, 46121: const    -0.013371
vwretd    2.187547
dtype: float64, 46122: const    -0.043792
vwretd    1.667932
dtype: float64, 46148: const     0.008326
vwretd    1.321232
dtype: float64, 46149: const     0.007424
vwretd    1.400786
dtype: float64, 46156: const     0.006441
vwretd    0.648320
dtype: float64, 46157: const     0.007685
vwretd    0.268989
dtype: float64, 46164: const     0.002439
vwretd    1.392487
dtype: float64, 46165: const    -0.072176
vwretd    1.193658
dtype: float64, 46172: const     0.000950
vwretd    1.793108
dtype: float64, 46173: const    -0.001823
vwretd    1.431772
dtype: float64, 46180: const    -0.006604
vwretd    0.549878
dtype: float64, 46181: const     0.003758
vwretd    1.254066
dtype: float64, 46199: const    -0.005304
vwretd    1.631898
dtype: float64, 46200: const     0.138136
vwretd   -1.307958
dtype: float64, 46201: const     0.005464
vwretd    1.486672
dtype: float64, 46202: const     0.031799
vwretd    1.111813
dtype: float64, 46228: const    -0.005381
vwretd    1.532070
dtype: float64, 46229: const     0.002326
vwretd    1.395486
dtype: float64, 46236: const     0.002513
vwretd    1.187803
dtype: float64, 46237: const    -0.004781
vwretd    0.920900
dtype: float64, 46244: const    -0.047408
vwretd    0.939227
dtype: float64, 46245: const     0.000891
vwretd    0.972114
dtype: float64, 46252: const     0.008561
vwretd    1.183816
dtype: float64, 46253: const     0.013645
vwretd    1.271682
dtype: float64, 46260: const     0.001997
vwretd    1.549476
dtype: float64, 46261: const    -0.082070
vwretd    2.265747
dtype: float64, 46279: const    -0.002586
vwretd    1.681077
dtype: float64, 46287: const    -0.009894
vwretd    0.840884
dtype: float64, 46288: const    -0.000792
vwretd    1.662286
dtype: float64, 46295: const    -0.007405
vwretd    1.770409
dtype: float64, 46296: const     0.017891
vwretd    1.299453
dtype: float64, 46308: const     0.000040
vwretd    2.022012
dtype: float64, 46309: const     0.007652
vwretd    0.171109
dtype: float64, 46317: const    -0.139652
vwretd   -0.086651
dtype: float64, 46324: const    -0.01051
vwretd    1.56716
dtype: float64, 46325: const     0.003975
vwretd    1.271337
dtype: float64, 46332: const    -0.004354
vwretd    1.076421
dtype: float64, 46333: const    -0.023409
vwretd    0.992732
dtype: float64, 46340: const    -0.001143
vwretd    1.799616
dtype: float64, 46359: const     0.006646
vwretd    1.393067
dtype: float64, 46360: const     0.018167
vwretd    0.634416
dtype: float64, 46367: const    -0.033709
vwretd    1.745851
dtype: float64, 46375: const     0.006047
vwretd    2.217544
dtype: float64, 46376: const    -0.030894
vwretd    2.020549
dtype: float64, 46383: const    -0.000485
vwretd    1.301009
dtype: float64, 46384: const    -0.053930
vwretd    1.978123
dtype: float64, 46391: const     0.006996
vwretd    1.188992
dtype: float64, 46392: const     0.005888
vwretd    1.019540
dtype: float64, 46404: const     0.010120
vwretd    1.085102
dtype: float64, 46405: const     0.007200
vwretd    0.380601
dtype: float64, 46412: const     0.000118
vwretd    1.502608
dtype: float64, 46413: const     0.012674
vwretd    0.529081
dtype: float64, 46420: const    -0.003389
vwretd    1.377289
dtype: float64, 46421: const     0.010983
vwretd    0.926999
dtype: float64, 46439: const     0.003323
vwretd    0.780444
dtype: float64, 46440: const     0.009506
vwretd    0.803858
dtype: float64, 46447: const     0.001513
vwretd    1.162007
dtype: float64, 46448: const     0.016718
vwretd    1.557965
dtype: float64, 46455: const     0.006750
vwretd    1.775681
dtype: float64, 46456: const    -0.012910
vwretd   -0.092179
dtype: float64, 46463: const    -0.004727
vwretd    1.293626
dtype: float64, 46464: const    -0.042330
vwretd   -0.459711
dtype: float64, 46471: const    -0.003165
vwretd    0.979342
dtype: float64, 46472: const    -0.013794
vwretd    0.827776
dtype: float64, 46498: const     0.005613
vwretd    1.291596
dtype: float64, 46499: const     0.047327
vwretd   -0.331990
dtype: float64, 46500: const     0.010594
vwretd    1.118057
dtype: float64, 46501: const    -0.044890
vwretd    0.620243
dtype: float64, 46519: const     0.002138
vwretd    1.161388
dtype: float64, 46520: const     0.055428
vwretd    1.229222
dtype: float64, 46527: const     0.008161
vwretd    0.733515
dtype: float64, 46535: const     0.009178
vwretd    0.383044
dtype: float64, 46543: const     0.001904
vwretd    1.211904
dtype: float64, 46544: const     0.009497
vwretd    1.320374
dtype: float64, 46551: const     0.002030
vwretd    1.677075
dtype: float64, 46552: const     0.023741
vwretd    0.650417
dtype: float64, 46578: const     0.007166
vwretd    0.666136
dtype: float64, 46586: const     0.006236
vwretd    1.594175
dtype: float64, 46587: const    -0.080522
vwretd    0.389358
dtype: float64, 46594: const    -0.000542
vwretd    1.283164
dtype: float64, 46595: const    -0.055272
vwretd    0.153409
dtype: float64, 46607: const     0.005709
vwretd    0.843170
dtype: float64, 46608: const     0.008625
vwretd    0.484837
dtype: float64, 46615: const    -0.008153
vwretd    1.616457
dtype: float64, 46616: const     0.009857
vwretd    1.376448
dtype: float64, 46623: const     0.003793
vwretd    0.760778
dtype: float64, 46624: const    -0.010826
vwretd    0.795609
dtype: float64, 46631: const     0.006208
vwretd    1.726655
dtype: float64, 46632: const    -0.001223
vwretd    1.055934
dtype: float64, 46658: const    -0.001475
vwretd    1.009492
dtype: float64, 46659: const    -0.014790
vwretd    1.233048
dtype: float64, 46666: const     0.005932
vwretd    1.490651
dtype: float64, 46667: const    -0.150382
vwretd    3.917892
dtype: float64, 46674: const     0.004843
vwretd    0.818841
dtype: float64, 46682: const     0.005181
vwretd    1.079842
dtype: float64, 46683: const    -0.008431
vwretd    0.903233
dtype: float64, 46690: const     0.002982
vwretd    1.235016
dtype: float64, 46691: const    -0.072108
vwretd    5.369722
dtype: float64, 46703: const     0.000581
vwretd    1.368017
dtype: float64, 46704: const     0.003455
vwretd    0.993390
dtype: float64, 46711: const     0.002333
vwretd    0.878868
dtype: float64, 46712: const     0.025501
vwretd    1.430413
dtype: float64, 46738: const     0.003117
vwretd    0.939858
dtype: float64, 46739: const     0.001940
vwretd    1.332084
dtype: float64, 46746: const    -0.021024
vwretd    1.558799
dtype: float64, 46747: const    -0.002412
vwretd    1.586923
dtype: float64, 46754: const    -0.002779
vwretd    1.762942
dtype: float64, 46755: const    -0.040454
vwretd   -0.412261
dtype: float64, 46762: const    -0.008758
vwretd    0.907368
dtype: float64, 46763: const     0.011429
vwretd    0.766721
dtype: float64, 46770: const     0.000896
vwretd    1.891483
dtype: float64, 46789: const     0.053267
vwretd    1.451916
dtype: float64, 46790: const     0.010840
vwretd    1.236227
dtype: float64, 46797: const     0.008846
vwretd    3.280097
dtype: float64, 46798: const    -0.009896
vwretd    0.841172
dtype: float64, 46818: const     0.004726
vwretd    1.142296
dtype: float64, 46819: const     0.006595
vwretd    0.802593
dtype: float64, 46826: const    -0.008265
vwretd    1.826693
dtype: float64, 46827: const     0.001577
vwretd    0.518289
dtype: float64, 46834: const     0.008444
vwretd    1.242232
dtype: float64, 46835: const     0.016016
vwretd    1.104584
dtype: float64, 46842: const     0.005268
vwretd    0.909363
dtype: float64, 46843: const     0.010617
vwretd    0.704766
dtype: float64, 46850: const     0.001109
vwretd    0.953127
dtype: float64, 46851: const     0.011947
vwretd    0.243131
dtype: float64, 46869: const    -0.006406
vwretd    1.071686
dtype: float64, 46870: const     0.007543
vwretd    0.828213
dtype: float64, 46877: const     0.005131
vwretd    0.927318
dtype: float64, 46878: const    -0.024095
vwretd    1.469854
dtype: float64, 46885: const    -0.013143
vwretd    0.939747
dtype: float64, 46886: const     0.003497
vwretd    1.904316
dtype: float64, 46893: const     0.003367
vwretd    1.166252
dtype: float64, 46894: const    -0.026348
vwretd    1.519265
dtype: float64, 46906: const     0.003261
vwretd    1.058601
dtype: float64, 46907: const     0.029123
vwretd    1.029348
dtype: float64, 46914: const     0.006305
vwretd    0.583727
dtype: float64, 46915: const    -0.011014
vwretd    0.996422
dtype: float64, 46922: const    -0.000985
vwretd    1.316178
dtype: float64, 46923: const     0.009080
vwretd    0.706023
dtype: float64, 46930: const    -0.003280
vwretd    2.084848
dtype: float64, 46931: const     0.004692
vwretd    0.904962
dtype: float64, 46949: const     0.009436
vwretd    1.156626
dtype: float64, 46950: const     0.008648
vwretd    1.755669
dtype: float64, 46957: const     0.006041
vwretd    1.357447
dtype: float64, 46958: const     0.007540
vwretd    0.398582
dtype: float64, 46965: const    -0.003502
vwretd    1.776636
dtype: float64, 46966: const     0.003181
vwretd    0.886766
dtype: float64, 46973: const    -0.031220
vwretd    1.207886
dtype: float64, 46974: const     0.002520
vwretd    1.546302
dtype: float64, 46981: const     0.006368
vwretd    1.089890
dtype: float64, 47001: const     0.003993
vwretd    1.738450
dtype: float64, 47002: const     0.002800
vwretd    1.041699
dtype: float64, 47028: const     0.002395
vwretd    1.619601
dtype: float64, 47029: const     0.009941
vwretd    0.537442
dtype: float64, 47036: const     0.001482
vwretd    0.825345
dtype: float64, 47037: const     0.000927
vwretd    1.576219
dtype: float64, 47044: const    -0.006539
vwretd    1.970296
dtype: float64, 47052: const     0.004972
vwretd    0.856127
dtype: float64, 47053: const     0.011562
vwretd    0.923713
dtype: float64, 47060: const    -0.007791
vwretd    1.834345
dtype: float64, 47061: const     0.003507
vwretd    0.161410
dtype: float64, 47079: const     0.002103
vwretd    1.163876
dtype: float64, 47080: const    -0.000875
vwretd    0.585285
dtype: float64, 47087: const     0.015322
vwretd    2.344567
dtype: float64, 47088: const     0.004179
vwretd    0.638554
dtype: float64, 47095: const     0.015622
vwretd    0.553751
dtype: float64, 47096: const     0.023405
vwretd    0.574978
dtype: float64, 47108: const     0.003493
vwretd    1.335358
dtype: float64, 47109: const    -0.010304
vwretd    0.275839
dtype: float64, 47116: const    -0.003371
vwretd    1.730459
dtype: float64, 47124: const    -0.010448
vwretd    1.832423
dtype: float64, 47125: const     0.033108
vwretd    1.116947
dtype: float64, 47132: const     0.011051
vwretd    1.534249
dtype: float64, 47133: const     0.006454
vwretd    1.056644
dtype: float64, 47140: const     0.004281
vwretd    0.983518
dtype: float64, 47141: const    -0.008493
vwretd    1.054392
dtype: float64, 47159: const     0.004381
vwretd    1.053076
dtype: float64, 47167: const     0.000870
vwretd    1.153988
dtype: float64, 47168: const    -0.004957
vwretd    0.122200
dtype: float64, 47175: const     0.002885
vwretd    1.637870
dtype: float64, 47176: const     0.052955
vwretd   -2.351662
dtype: float64, 47183: const     0.001857
vwretd    1.101903
dtype: float64, 47184: const     0.015955
vwretd    1.146162
dtype: float64, 47191: const    -0.018644
vwretd    1.238295
dtype: float64, 47204: const    -0.007697
vwretd    1.281473
dtype: float64, 47205: const     0.003245
vwretd    1.234439
dtype: float64, 47212: const    -0.024800
vwretd    1.498768
dtype: float64, 47213: const     0.052513
vwretd    2.526512
dtype: float64, 47220: const     0.016417
vwretd    1.547888
dtype: float64, 47221: const    -0.054908
vwretd    1.534581
dtype: float64, 47240: const     0.032054
vwretd   -0.074996
dtype: float64, 47247: const    -0.001466
vwretd    1.085770
dtype: float64, 47248: const     0.011841
vwretd    1.044691
dtype: float64, 47255: const     0.004599
vwretd    1.326238
dtype: float64, 47263: const    -0.035735
vwretd    2.056164
dtype: float64, 47264: const    -0.011639
vwretd    2.027916
dtype: float64, 47271: const    -0.003753
vwretd    0.814189
dtype: float64, 47272: const    -0.059213
vwretd    0.935071
dtype: float64, 47298: const     0.003678
vwretd    1.541016
dtype: float64, 47300: const     0.000090
vwretd    1.070447
dtype: float64, 47301: const     0.022898
vwretd    0.800831
dtype: float64, 47319: const     0.019415
vwretd    1.093108
dtype: float64, 47320: const     0.023200
vwretd    1.170843
dtype: float64, 47327: const     0.001408
vwretd    2.188306
dtype: float64, 47328: const    -0.002371
vwretd    2.831469
dtype: float64, 47335: const     0.006790
vwretd    1.594077
dtype: float64, 47336: const    -0.012659
vwretd   -2.261273
dtype: float64, 47343: const     0.004061
vwretd    1.539691
dtype: float64, 47351: const    -0.012917
vwretd    1.578351
dtype: float64, 47352: const    -0.079350
vwretd    1.804614
dtype: float64, 47378: const     0.025007
vwretd    1.440261
dtype: float64, 47379: const     0.001117
vwretd    1.122316
dtype: float64, 47386: const     0.013433
vwretd    1.015513
dtype: float64, 47387: const     0.005759
vwretd    1.129825
dtype: float64, 47394: const     0.004592
vwretd    0.714462
dtype: float64, 47395: const     0.004215
vwretd    1.242708
dtype: float64, 47407: const     0.009650
vwretd    0.945156
dtype: float64, 47408: const    -0.011063
vwretd    0.634640
dtype: float64, 47415: const     0.010449
vwretd    1.224210
dtype: float64, 47416: const    -0.004839
vwretd    1.231495
dtype: float64, 47423: const     0.002779
vwretd    0.865331
dtype: float64, 47424: const    -0.040744
vwretd    1.507675
dtype: float64, 47431: const     0.014625
vwretd    0.638053
dtype: float64, 47458: const     0.003968
vwretd    1.693728
dtype: float64, 47459: const     0.017676
vwretd    0.832593
dtype: float64, 47466: const    -0.000665
vwretd    1.135286
dtype: float64, 47467: const     0.018949
vwretd    0.739498
dtype: float64, 47474: const     0.007224
vwretd    1.062274
dtype: float64, 47482: const    -0.023372
vwretd    1.987044
dtype: float64, 47483: const     0.002638
vwretd    0.949970
dtype: float64, 47490: const     0.007398
vwretd    0.782800
dtype: float64, 47491: const     0.010674
vwretd    0.456269
dtype: float64, 47503: const    -0.025143
vwretd    2.245011
dtype: float64, 47504: const     0.007423
vwretd   -0.011224
dtype: float64, 47511: const     0.004283
vwretd    0.899007
dtype: float64, 47538: const     0.009569
vwretd    1.052070
dtype: float64, 47539: const     0.006234
vwretd    0.316733
dtype: float64, 47546: const    -0.005741
vwretd    0.412428
dtype: float64, 47547: const     0.014104
vwretd    1.029995
dtype: float64, 47554: const    -0.000769
vwretd    1.037272
dtype: float64, 47555: const    -0.012179
vwretd    1.678009
dtype: float64, 47562: const    -0.005407
vwretd    1.069897
dtype: float64, 47563: const    -0.006616
vwretd    1.138002
dtype: float64, 47570: const     0.007275
vwretd    1.380342
dtype: float64, 47571: const     0.004175
vwretd    0.682859
dtype: float64, 47589: const    -0.017550
vwretd    1.917717
dtype: float64, 47590: const    -0.007671
vwretd    0.886689
dtype: float64, 47597: const     0.011203
vwretd    1.147728
dtype: float64, 47598: const    -0.090549
vwretd    0.661885
dtype: float64, 47618: const     0.006646
vwretd    0.885642
dtype: float64, 47619: const    -0.000739
vwretd    1.576057
dtype: float64, 47626: const    -0.001102
vwretd    1.143279
dtype: float64, 47627: const     0.089647
vwretd   -2.683544
dtype: float64, 47634: const    -0.001711
vwretd    1.195444
dtype: float64, 47635: const    -0.010604
vwretd    1.261038
dtype: float64, 47642: const     0.000521
vwretd    1.796628
dtype: float64, 47643: const     0.020547
vwretd    1.118949
dtype: float64, 47650: const     0.010529
vwretd    1.554483
dtype: float64, 47669: const     0.011699
vwretd    1.563094
dtype: float64, 47670: const     0.028008
vwretd    0.598770
dtype: float64, 47677: const     0.002173
vwretd    0.994685
dtype: float64, 47678: const     0.025861
vwretd    1.367577
dtype: float64, 47685: const     0.056748
vwretd    0.879566
dtype: float64, 47686: const     0.011857
vwretd    1.780684
dtype: float64, 47693: const     0.000067
vwretd    1.389447
dtype: float64, 47694: const     0.009929
vwretd    0.407354
dtype: float64, 47706: const     0.003457
vwretd    1.102407
dtype: float64, 47707: const     0.010930
vwretd    0.867451
dtype: float64, 47714: const     0.005767
vwretd    1.611858
dtype: float64, 47715: const     0.001718
vwretd    0.920684
dtype: float64, 47722: const    -0.000250
vwretd    0.949913
dtype: float64, 47723: const    -0.009620
vwretd    0.394565
dtype: float64, 47730: const     0.002808
vwretd    0.965398
dtype: float64, 47731: const    -0.001957
vwretd    1.503595
dtype: float64, 47749: const     0.004276
vwretd    0.494160
dtype: float64, 47750: const    -0.004569
vwretd    1.376785
dtype: float64, 47757: const    -0.009030
vwretd    0.688938
dtype: float64, 47758: const    -0.077985
vwretd    2.957741
dtype: float64, 47765: const     0.009547
vwretd    0.731569
dtype: float64, 47766: const     0.021934
vwretd    0.622618
dtype: float64, 47773: const     0.001116
vwretd    0.839923
dtype: float64, 47781: const     0.024612
vwretd    0.805917
dtype: float64, 47782: const     0.014260
vwretd    0.376533
dtype: float64, 47802: const     0.003487
vwretd    0.849316
dtype: float64, 47803: const     0.027900
vwretd    0.120025
dtype: float64, 47810: const     0.005516
vwretd    1.032977
dtype: float64, 47811: const    -0.015040
vwretd    0.736032
dtype: float64, 47829: const    -0.005241
vwretd    1.607557
dtype: float64, 47837: const     0.007383
vwretd    1.051193
dtype: float64, 47838: const     0.082891
vwretd    1.137143
dtype: float64, 47845: const     0.003308
vwretd    1.437061
dtype: float64, 47846: const     0.067674
vwretd    3.413744
dtype: float64, 47853: const     0.009289
vwretd    1.819691
dtype: float64, 47854: const    -0.027417
vwretd   -0.239717
dtype: float64, 47861: const     0.003997
vwretd    0.741160
dtype: float64, 47862: const    -0.001536
vwretd    1.183142
dtype: float64, 47888: const     0.002906
vwretd    1.581097
dtype: float64, 47889: const    -0.008267
vwretd    0.493766
dtype: float64, 47896: const     0.001424
vwretd    1.197127
dtype: float64, 47897: const     0.007436
vwretd    0.402948
dtype: float64, 47909: const     0.030144
vwretd    2.407619
dtype: float64, 47917: const     0.007086
vwretd    1.016239
dtype: float64, 47918: const    -0.044854
vwretd    0.870392
dtype: float64, 47925: const     0.015574
vwretd    1.160528
dtype: float64, 47933: const     0.000799
vwretd    1.239397
dtype: float64, 47934: const     0.009102
vwretd    0.431371
dtype: float64, 47941: const     0.001974
vwretd    1.101643
dtype: float64, 47942: const    -0.038174
vwretd    1.495306
dtype: float64, 47968: const    -0.004779
vwretd    2.609368
dtype: float64, 47969: const     0.005423
vwretd    0.659704
dtype: float64, 47976: const     0.011925
vwretd    1.021029
dtype: float64, 47977: const     0.035245
vwretd    0.714894
dtype: float64, 47984: const     0.003047
vwretd    0.852371
dtype: float64, 47985: const    -0.069112
vwretd    1.380911
dtype: float64, 47992: const    -0.004239
vwretd    1.521738
dtype: float64, 48004: const     0.005126
vwretd    1.106476
dtype: float64, 48005: const     0.008354
vwretd    1.531734
dtype: float64, 48012: const     0.006926
vwretd    0.971847
dtype: float64, 48013: const     0.006801
vwretd    1.032344
dtype: float64, 48020: const    -0.001494
vwretd    1.207112
dtype: float64, 48021: const     0.019157
vwretd    0.535931
dtype: float64, 48039: const     0.006419
vwretd    0.968154
dtype: float64, 48040: const     0.004316
vwretd    0.981323
dtype: float64, 48047: const    -0.002565
vwretd    1.282128
dtype: float64, 48048: const     0.010325
vwretd    0.076133
dtype: float64, 48055: const     0.02112
vwretd    1.09704
dtype: float64, 48063: const     0.001278
vwretd    1.598955
dtype: float64, 48064: const    -0.001339
vwretd   -0.166625
dtype: float64, 48071: const     0.004242
vwretd    0.962318
dtype: float64, 48072: const     0.033345
vwretd    0.620510
dtype: float64, 48098: const    -0.014544
vwretd    1.603064
dtype: float64, 48099: const     0.005120
vwretd    0.980503
dtype: float64, 48100: const    -0.007210
vwretd    1.473978
dtype: float64, 48101: const     0.013997
vwretd    0.401485
dtype: float64, 48119: const     0.013719
vwretd    0.938024
dtype: float64, 48120: const    -0.021050
vwretd    1.500437
dtype: float64, 48127: const    -0.024236
vwretd    2.011540
dtype: float64, 48128: const     0.021304
vwretd    1.003124
dtype: float64, 48135: const    -0.001234
vwretd    1.248530
dtype: float64, 48136: const     0.017117
vwretd    1.098757
dtype: float64, 48143: const     0.006198
vwretd    0.984559
dtype: float64, 48144: const     0.005067
vwretd    2.205733
dtype: float64, 48151: const    -0.018183
vwretd    2.587461
dtype: float64, 48178: const     0.010361
vwretd    0.881459
dtype: float64, 48179: const    -0.00225
vwretd    0.82288
dtype: float64, 48186: const     0.000574
vwretd    0.601713
dtype: float64, 48187: const    -0.021633
vwretd    0.653722
dtype: float64, 48194: const     0.003688
vwretd    1.240300
dtype: float64, 48195: const     0.006418
vwretd    1.248145
dtype: float64, 48207: const     0.009497
vwretd    1.341590
dtype: float64, 48208: const    -0.005563
vwretd    1.167894
dtype: float64, 48215: const     0.000460
vwretd    1.273199
dtype: float64, 48216: const    -0.019123
vwretd    1.635356
dtype: float64, 48223: const    -0.001124
vwretd    1.015250
dtype: float64, 48231: const    -0.024208
vwretd    2.438174
dtype: float64, 48232: const     0.028239
vwretd    1.033203
dtype: float64, 48258: const     0.007049
vwretd    1.255590
dtype: float64, 48259: const     0.058771
vwretd    0.062979
dtype: float64, 48266: const     0.010898
vwretd    1.320857
dtype: float64, 48267: const    -0.003737
vwretd    2.004994
dtype: float64, 48274: const     0.005526
vwretd    0.490520
dtype: float64, 48282: const    -0.001555
vwretd    1.291276
dtype: float64, 48283: const     0.016929
vwretd    0.039438
dtype: float64, 48290: const     0.012656
vwretd    1.387112
dtype: float64, 48291: const    -0.005560
vwretd    2.425188
dtype: float64, 48303: const    -0.018381
vwretd    1.020479
dtype: float64, 48311: const     0.000260
vwretd    1.427266
dtype: float64, 48312: const     0.002404
vwretd    0.964482
dtype: float64, 48338: const    -0.005680
vwretd    0.851852
dtype: float64, 48346: const     0.000482
vwretd    1.325281
dtype: float64, 48347: const     0.002732
vwretd    1.270698
dtype: float64, 48354: const     0.000235
vwretd    1.176150
dtype: float64, 48362: const     0.009717
vwretd    1.599877
dtype: float64, 48363: const    -0.006810
vwretd    0.869049
dtype: float64, 48370: const     0.009217
vwretd    0.969583
dtype: float64, 48371: const    -0.010489
vwretd    1.409861
dtype: float64, 48389: const     0.002212
vwretd    0.534384
dtype: float64, 48390: const     0.164381
vwretd    1.499038
dtype: float64, 48397: const     0.003923
vwretd    1.073243
dtype: float64, 48398: const    -0.015380
vwretd   -0.266021
dtype: float64, 48418: const     0.009421
vwretd    1.000631
dtype: float64, 48426: const     0.003799
vwretd    0.846016
dtype: float64, 48427: const    -0.005926
vwretd    0.540815
dtype: float64, 48434: const     0.001539
vwretd    1.448926
dtype: float64, 48435: const     0.022117
vwretd    0.541165
dtype: float64, 48442: const     0.009344
vwretd    1.656346
dtype: float64, 48443: const     0.011945
vwretd    1.429345
dtype: float64, 48450: const    -0.017491
vwretd    1.614018
dtype: float64, 48451: const    -0.065162
vwretd    3.400977
dtype: float64, 48469: const    -0.005095
vwretd    1.232959
dtype: float64, 48470: const     0.007266
vwretd    0.453327
dtype: float64, 48477: const    -0.037461
vwretd    1.472660
dtype: float64, 48478: const     0.020288
vwretd    0.332680
dtype: float64, 48485: const     0.006286
vwretd    0.730808
dtype: float64, 48486: const     0.005359
vwretd    2.010022
dtype: float64, 48494: const     0.008295
vwretd    0.826495
dtype: float64, 48506: const     0.005134
vwretd    0.956528
dtype: float64, 48507: const     0.014695
vwretd    0.217459
dtype: float64, 48514: const     0.004412
vwretd    1.042341
dtype: float64, 48522: const     0.001231
vwretd    1.114124
dtype: float64, 48523: const     0.008621
vwretd    0.768219
dtype: float64, 48531: const     0.005900
vwretd    0.604452
dtype: float64, 48549: const     0.006081
vwretd    1.397647
dtype: float64, 48550: const     0.012987
vwretd    0.395722
dtype: float64, 48557: const    -0.003365
vwretd    1.638023
dtype: float64, 48558: const     0.015250
vwretd    2.012213
dtype: float64, 48565: const    -0.002380
vwretd    1.849005
dtype: float64, 48573: const    -0.001325
vwretd    1.010895
dtype: float64, 48574: const    -0.04333
vwretd   -0.65419
dtype: float64, 48581: const     0.003444
vwretd    2.011082
dtype: float64, 48582: const     0.005210
vwretd    0.966991
dtype: float64, 48602: const    -0.026084
vwretd    1.531602
dtype: float64, 48603: const     0.001550
vwretd    1.214909
dtype: float64, 48610: const     0.006013
vwretd    1.175238
dtype: float64, 48629: const     0.001442
vwretd    1.667604
dtype: float64, 48630: const     0.009378
vwretd    0.311944
dtype: float64, 48637: const    -0.001500
vwretd    1.262829
dtype: float64, 48645: const    -0.002469
vwretd    1.314097
dtype: float64, 48646: const     0.002646
vwretd    0.693429
dtype: float64, 48653: const     0.008096
vwretd    1.109354
dtype: float64, 48654: const     0.007424
vwretd    1.320458
dtype: float64, 48661: const    -0.052653
vwretd    1.566553
dtype: float64, 48662: const    -0.076981
vwretd    1.317174
dtype: float64, 48696: const    -0.004291
vwretd    1.741404
dtype: float64, 48697: const     0.000918
vwretd    0.620119
dtype: float64, 48709: const    -0.006170
vwretd    1.574911
dtype: float64, 48717: const     0.005204
vwretd    1.622458
dtype: float64, 48718: const    -0.096079
vwretd   -0.176938
dtype: float64, 48725: const     0.004756
vwretd    0.972013
dtype: float64, 48733: const    -0.023049
vwretd    1.338655
dtype: float64, 48734: const     0.023210
vwretd    0.467945
dtype: float64, 48741: const     0.014293
vwretd    1.356731
dtype: float64, 48742: const    -0.145547
vwretd    8.423765
dtype: float64, 48768: const     0.018340
vwretd    1.788714
dtype: float64, 48769: const     0.009749
vwretd    0.968835
dtype: float64, 48776: const    -0.006041
vwretd    1.612728
dtype: float64, 48784: const     0.000018
vwretd    1.049150
dtype: float64, 48785: const    -0.010860
vwretd    1.410129
dtype: float64, 48792: const     0.015659
vwretd    1.192343
dtype: float64, 48793: const     0.021459
vwretd    1.410925
dtype: float64, 48805: const    -0.001123
vwretd    1.271924
dtype: float64, 48806: const     0.002636
vwretd    0.692913
dtype: float64, 48813: const     0.004114
vwretd    2.067334
dtype: float64, 48814: const    -0.022995
vwretd    1.261195
dtype: float64, 48821: const     0.005017
vwretd    1.192629
dtype: float64, 48822: const    -0.025382
vwretd    1.485682
dtype: float64, 48848: const    -0.010680
vwretd    1.093786
dtype: float64, 48849: const    -0.153812
vwretd    0.956761
dtype: float64, 48856: const     0.007904
vwretd    0.934454
dtype: float64, 48857: const    -0.009812
vwretd    1.783487
dtype: float64, 48864: const     0.007163
vwretd    1.625806
dtype: float64, 48872: const     0.008514
vwretd    0.620191
dtype: float64, 48873: const     0.014013
vwretd    0.307705
dtype: float64, 48880: const     0.007453
vwretd    1.756995
dtype: float64, 48881: const     0.058981
vwretd    1.348601
dtype: float64, 48899: const     0.102225
vwretd    2.058733
dtype: float64, 48900: const    -0.009409
vwretd    2.109614
dtype: float64, 48901: const     0.006355
vwretd    1.094076
dtype: float64, 48928: const     0.006239
vwretd    0.954591
dtype: float64, 48936: const     0.011517
vwretd    1.764448
dtype: float64, 48937: const    -0.005461
vwretd    1.713607
dtype: float64, 48944: const     0.002706
vwretd    1.721486
dtype: float64, 48945: const    -0.112249
vwretd    1.185777
dtype: float64, 48952: const     0.007607
vwretd    0.732264
dtype: float64, 48953: const     0.036573
vwretd    0.638210
dtype: float64, 48960: const     0.002574
vwretd    1.025091
dtype: float64, 48961: const     0.001658
vwretd    0.901579
dtype: float64, 48979: const     0.009165
vwretd    1.461285
dtype: float64, 48980: const     0.054956
vwretd    0.585787
dtype: float64, 48987: const     0.000873
vwretd    1.474346
dtype: float64, 48988: const     0.005247
vwretd    0.679359
dtype: float64, 48995: const     0.011983
vwretd    1.789876
dtype: float64, 48996: const     0.001452
vwretd    0.304985
dtype: float64, 49007: const    -0.010691
vwretd    1.454708
dtype: float64, 49008: const    -0.012647
vwretd    1.334962
dtype: float64, 49015: const    -0.001140
vwretd    1.342109
dtype: float64, 49016: const     0.024569
vwretd    0.049996
dtype: float64, 49023: const     0.005875
vwretd    1.314148
dtype: float64, 49031: const     0.007432
vwretd    0.769377
dtype: float64, 49032: const     0.005656
vwretd    0.586792
dtype: float64, 49058: const     0.013162
vwretd    1.434582
dtype: float64, 49059: const    -0.019271
vwretd    1.464599
dtype: float64, 49066: const     0.007360
vwretd    1.161774
dtype: float64, 49067: const     0.020725
vwretd    0.934159
dtype: float64, 49074: const     0.006715
vwretd    1.313813
dtype: float64, 49075: const     0.047142
vwretd    1.727661
dtype: float64, 49082: const     0.005392
vwretd    0.409139
dtype: float64, 49083: const    -0.018843
vwretd    1.226361
dtype: float64, 49090: const    -0.011307
vwretd    1.229125
dtype: float64, 49091: const     0.008373
vwretd    1.072537
dtype: float64, 49103: const     0.005122
vwretd    1.018015
dtype: float64, 49104: const    -0.015370
vwretd    0.854603
dtype: float64, 49111: const    -0.013927
vwretd    1.966102
dtype: float64, 49112: const     0.667081
vwretd   -4.801466
dtype: float64, 49138: const     0.00088
vwretd    1.16978
dtype: float64, 49139: const    -0.004173
vwretd    0.571444
dtype: float64, 49146: const    -0.012600
vwretd    1.553249
dtype: float64, 49147: const    -0.007085
vwretd    1.486149
dtype: float64, 49154: const     0.004881
vwretd    1.018457
dtype: float64, 49155: const    -0.053932
vwretd    0.877303
dtype: float64, 49162: const     0.011358
vwretd    1.284894
dtype: float64, 49163: const     0.023766
vwretd    0.600245
dtype: float64, 49170: const     0.009127
vwretd    1.706054
dtype: float64, 49171: const    -0.010005
vwretd    0.975219
dtype: float64, 49189: const    -0.007006
vwretd    1.819179
dtype: float64, 49190: const     0.033443
vwretd    0.522495
dtype: float64, 49197: const    -0.006268
vwretd    1.401419
dtype: float64, 49198: const     0.005650
vwretd    0.431507
dtype: float64, 49218: const    -0.018518
vwretd    1.797295
dtype: float64, 49219: const    -0.001733
vwretd    0.616503
dtype: float64, 49226: const    -0.030129
vwretd    1.859233
dtype: float64, 49227: const     0.002234
vwretd    0.706463
dtype: float64, 49234: const     0.000465
vwretd    0.622788
dtype: float64, 49235: const    -0.031260
vwretd    1.095736
dtype: float64, 49242: const    -0.006043
vwretd    1.195785
dtype: float64, 49243: const     0.047106
vwretd    0.687782
dtype: float64, 49250: const    -0.004620
vwretd    2.595744
dtype: float64, 49269: const     0.001749
vwretd    1.235851
dtype: float64, 49270: const    -0.112772
vwretd    3.963657
dtype: float64, 49277: const     0.004516
vwretd    1.266333
dtype: float64, 49278: const     0.004663
vwretd    0.865352
dtype: float64, 49285: const     0.002830
vwretd    1.176318
dtype: float64, 49286: const    -0.005113
vwretd    0.998646
dtype: float64, 49293: const    -0.008440
vwretd    1.128569
dtype: float64, 49294: const    -0.022552
vwretd    2.010555
dtype: float64, 49306: const    -0.000769
vwretd    1.745501
dtype: float64, 49307: const    -0.056074
vwretd    1.127822
dtype: float64, 49314: const     0.007625
vwretd    2.021080
dtype: float64, 49315: const     0.006822
vwretd    1.819662
dtype: float64, 49322: const     0.009040
vwretd    0.424287
dtype: float64, 49323: const    -0.033513
vwretd    0.411977
dtype: float64, 49330: const     0.003112
vwretd    0.886459
dtype: float64, 49331: const     0.007773
vwretd    0.703486
dtype: float64, 49349: const    -0.002209
vwretd    0.866555
dtype: float64, 49357: const    -0.010467
vwretd    1.338196
dtype: float64, 49358: const     0.011292
vwretd    1.984776
dtype: float64, 49365: const     0.002012
vwretd    1.301428
dtype: float64, 49366: const     0.143261
vwretd    0.841417
dtype: float64, 49373: const     0.005969
vwretd    0.811781
dtype: float64, 49381: const     0.000488
vwretd    1.216946
dtype: float64, 49382: const     0.020248
vwretd    0.456115
dtype: float64, 49402: const     0.010218
vwretd    1.432801
dtype: float64, 49403: const     0.010441
vwretd    0.530760
dtype: float64, 49410: const     0.023454
vwretd    1.236695
dtype: float64, 49411: const    -0.003486
vwretd    1.221351
dtype: float64, 49429: const     0.009139
vwretd    1.047059
dtype: float64, 49430: const     0.007415
vwretd    0.966962
dtype: float64, 49437: const     0.002048
vwretd    1.287039
dtype: float64, 49438: const    -0.006331
vwretd    0.399300
dtype: float64, 49445: const     0.009503
vwretd    1.164017
dtype: float64, 49446: const     0.021236
vwretd    0.526054
dtype: float64, 49453: const     0.007844
vwretd    1.176652
dtype: float64, 49461: const    -0.011261
vwretd    1.403437
dtype: float64, 49462: const    -0.056274
vwretd    0.658004
dtype: float64, 49488: const     0.002185
vwretd    1.400054
dtype: float64, 49489: const    -0.173773
vwretd   -1.346244
dtype: float64, 49496: const    -0.001962
vwretd    0.984991
dtype: float64, 49497: const     0.023635
vwretd    0.492030
dtype: float64, 49509: const    -0.021567
vwretd    1.757902
dtype: float64, 49510: const     0.004899
vwretd    0.686929
dtype: float64, 49517: const     0.001784
vwretd    1.257429
dtype: float64, 49525: const    -0.004778
vwretd    1.489383
dtype: float64, 49526: const     0.017825
vwretd    1.325109
dtype: float64, 49533: const     0.016866
vwretd    0.740581
dtype: float64, 49534: const     0.016156
vwretd    0.647831
dtype: float64, 49541: const    -0.005172
vwretd    1.122991
dtype: float64, 49568: const     0.006195
vwretd    0.895884
dtype: float64, 49569: const     0.009012
vwretd    0.548016
dtype: float64, 49576: const     0.000287
vwretd    1.112616
dtype: float64, 49577: const     0.013305
vwretd    0.683369
dtype: float64, 49584: const     0.002783
vwretd    1.170152
dtype: float64, 49585: const     0.009891
vwretd    0.833054
dtype: float64, 49592: const     0.006410
vwretd    1.395745
dtype: float64, 49593: const     0.003328
vwretd    0.604431
dtype: float64, 49605: const     0.022466
vwretd    0.687811
dtype: float64, 49606: const     0.014952
vwretd    1.346329
dtype: float64, 49613: const     0.015096
vwretd    1.381087
dtype: float64, 49614: const    -0.005215
vwretd    1.190593
dtype: float64, 49621: const    -0.008894
vwretd    0.375215
dtype: float64, 49648: const    -0.004131
vwretd    1.511470
dtype: float64, 49649: const     0.003652
vwretd    0.808347
dtype: float64, 49656: const     0.001465
vwretd    1.059318
dtype: float64, 49657: const     0.009537
vwretd    0.828099
dtype: float64, 49664: const    -0.050588
vwretd    2.339040
dtype: float64, 49665: const     0.015395
vwretd    0.353293
dtype: float64, 49672: const    -0.010171
vwretd    1.419886
dtype: float64, 49673: const    -0.009726
vwretd    1.501968
dtype: float64, 49680: const     0.006121
vwretd    1.280101
dtype: float64, 49681: const    -0.027123
vwretd    0.659053
dtype: float64, 49699: const     0.004124
vwretd    2.516294
dtype: float64, 49701: const    -0.002400
vwretd    1.438002
dtype: float64, 49702: const    -0.034258
vwretd    0.849358
dtype: float64, 49728: const     0.011297
vwretd    1.454236
dtype: float64, 49729: const     0.008976
vwretd    0.731873
dtype: float64, 49736: const    -0.004883
vwretd    1.272810
dtype: float64, 49737: const     0.004448
vwretd    1.294745
dtype: float64, 49744: const     0.000251
vwretd    1.100299
dtype: float64, 49745: const     0.009599
vwretd    0.953726
dtype: float64, 49752: const     0.004412
vwretd    1.204591
dtype: float64, 49753: const     0.007805
vwretd    0.201544
dtype: float64, 49760: const     0.011807
vwretd    0.845635
dtype: float64, 49761: const     0.014897
vwretd    1.210932
dtype: float64, 49779: const     0.003980
vwretd    1.235273
dtype: float64, 49780: const     0.012413
vwretd    0.850465
dtype: float64, 49787: const    -0.001983
vwretd    1.162656
dtype: float64, 49795: const    -0.003322
vwretd    2.466731
dtype: float64, 49796: const     0.004349
vwretd    0.398076
dtype: float64, 49808: const     0.006599
vwretd    0.899086
dtype: float64, 49809: const     0.026088
vwretd    0.672645
dtype: float64, 49816: const     0.002306
vwretd    1.304980
dtype: float64, 49817: const     0.011575
vwretd    0.809814
dtype: float64, 49824: const     0.013102
vwretd    1.331148
dtype: float64, 49825: const     0.001706
vwretd    0.656259
dtype: float64, 49832: const     0.002924
vwretd    1.373021
dtype: float64, 49833: const     0.015171
vwretd    0.339357
dtype: float64, 49840: const    -0.009020
vwretd    1.717003
dtype: float64, 49859: const     0.008962
vwretd    2.035700
dtype: float64, 49867: const     0.014427
vwretd    1.277530
dtype: float64, 49868: const    -0.002968
vwretd    0.707233
dtype: float64, 49875: const     0.008464
vwretd    1.265896
dtype: float64, 49876: const     0.013786
vwretd    0.770098
dtype: float64, 49883: const     0.021873
vwretd    2.412574
dtype: float64, 49884: const     0.033621
vwretd    1.238422
dtype: float64, 49891: const     0.005028
vwretd    1.079829
dtype: float64, 49892: const    -0.028411
vwretd    1.431498
dtype: float64, 49904: const     0.001374
vwretd    0.904617
dtype: float64, 49905: const     0.002175
vwretd    1.630313
dtype: float64, 49912: const     0.008787
vwretd    1.306869
dtype: float64, 49913: const     0.025061
vwretd    1.125494
dtype: float64, 49920: const    -0.005032
vwretd    1.493122
dtype: float64, 49921: const     0.002163
vwretd    0.486599
dtype: float64, 49939: const     0.011610
vwretd    1.436194
dtype: float64, 49940: const    -0.032396
vwretd    2.239331
dtype: float64, 49947: const    -0.020927
vwretd    1.993003
dtype: float64, 49955: const    -0.004770
vwretd    0.946722
dtype: float64, 49956: const    -0.027623
vwretd    0.624911
dtype: float64, 49963: const     0.008837
vwretd    2.334979
dtype: float64, 49964: const     0.001712
vwretd    1.245425
dtype: float64, 49971: const     0.008987
vwretd    0.406302
dtype: float64, 49998: const     0.001255
vwretd    0.561536
dtype: float64, 49999: const    -0.004074
vwretd    0.196522
dtype: float64, 50008: const     0.010055
vwretd    1.167549
dtype: float64, 50016: const     0.007106
vwretd    1.824611
dtype: float64, 50017: const     0.003605
vwretd    1.096128
dtype: float64, 50024: const     0.004351
vwretd    1.195218
dtype: float64, 50025: const    -0.044733
vwretd    0.152494
dtype: float64, 50032: const     0.009136
vwretd    0.618092
dtype: float64, 50033: const     0.006805
vwretd    0.506182
dtype: float64, 50040: const    -0.012926
vwretd    1.595750
dtype: float64, 50041: const    -0.030081
vwretd   -0.042418
dtype: float64, 50059: const    -0.001613
vwretd    0.942005
dtype: float64, 50067: const     0.012108
vwretd    1.387676
dtype: float64, 50068: const     0.006168
vwretd    0.573344
dtype: float64, 50075: const    -0.004387
vwretd    1.271815
dtype: float64, 50076: const    -0.002807
vwretd   -0.276364
dtype: float64, 50083: const     0.023189
vwretd    1.554346
dtype: float64, 50084: const    -0.178871
vwretd    1.957759
dtype: float64, 50091: const     0.005426
vwretd    0.858627
dtype: float64, 50092: const     0.003408
vwretd    1.027359
dtype: float64, 50104: const     0.008706
vwretd    1.124369
dtype: float64, 50105: const     0.013109
vwretd    1.408497
dtype: float64, 50112: const     0.002346
vwretd    1.182466
dtype: float64, 50120: const     0.003274
vwretd    1.130337
dtype: float64, 50139: const    -0.021767
vwretd    1.295575
dtype: float64, 50147: const    -0.026944
vwretd    2.351132
dtype: float64, 50148: const     0.013764
vwretd    0.644380
dtype: float64, 50155: const     0.013699
vwretd    1.206722
dtype: float64, 50156: const     0.008484
vwretd    1.862365
dtype: float64, 50163: const     0.005766
vwretd    1.315981
dtype: float64, 50164: const     0.013354
vwretd    0.451277
dtype: float64, 50171: const    -0.009069
vwretd    1.618540
dtype: float64, 50172: const     0.002582
vwretd    1.115630
dtype: float64, 50198: const    -0.008666
vwretd    1.255834
dtype: float64, 50199: const    -0.009428
vwretd    0.469472
dtype: float64, 50200: const     0.002953
vwretd    0.931084
dtype: float64, 50201: const    -0.043472
vwretd   -0.592156
dtype: float64, 50219: const    -0.044365
vwretd    1.070831
dtype: float64, 50220: const     0.018819
vwretd    0.504660
dtype: float64, 50227: const     0.006717
vwretd    1.037875
dtype: float64, 50235: const    -0.105595
vwretd    5.007722
dtype: float64, 50236: const     0.005081
vwretd    0.481410
dtype: float64, 50243: const     0.001822
vwretd    1.029618
dtype: float64, 50251: const    -0.004109
vwretd    1.048958
dtype: float64, 50278: const    -0.001275
vwretd    1.200513
dtype: float64, 50279: const     0.019918
vwretd    0.876929
dtype: float64, 50286: const     0.002728
vwretd    1.234317
dtype: float64, 50287: const     0.005260
vwretd    0.784649
dtype: float64, 50294: const     0.003839
vwretd    1.842324
dtype: float64, 50295: const     0.009343
vwretd    0.595637
dtype: float64, 50307: const    -0.016386
vwretd    0.981377
dtype: float64, 50308: const     0.009139
vwretd    1.314585
dtype: float64, 50315: const    -0.001385
vwretd    1.142508
dtype: float64, 50323: const     0.00739
vwretd    1.54449
dtype: float64, 50324: const    -0.023382
vwretd    0.307930
dtype: float64, 50331: const     0.018155
vwretd    0.950024
dtype: float64, 50332: const     0.009116
vwretd    0.191524
dtype: float64, 50358: const     0.009033
vwretd    1.015602
dtype: float64, 50359: const     0.014888
vwretd    1.976359
dtype: float64, 50366: const    -0.008771
vwretd    1.208932
dtype: float64, 50367: const    -0.056588
vwretd    2.898253
dtype: float64, 50374: const    -0.005859
vwretd    1.207229
dtype: float64, 50375: const     0.006573
vwretd    1.006037
dtype: float64, 50382: const     0.001939
vwretd    1.061999
dtype: float64, 50383: const     0.015249
vwretd    1.877815
dtype: float64, 50390: const    -0.004756
vwretd    1.194876
dtype: float64, 50403: const    -0.013855
vwretd    1.802827
dtype: float64, 50404: const     0.010005
vwretd    1.327796
dtype: float64, 50411: const    -0.004771
vwretd    1.820241
dtype: float64, 50412: const     0.003731
vwretd    0.704187
dtype: float64, 50438: const     0.005700
vwretd    1.640531
dtype: float64, 50446: const     0.005545
vwretd    1.027575
dtype: float64, 50447: const     0.017644
vwretd    1.245837
dtype: float64, 50454: const     0.008715
vwretd    0.752289
dtype: float64, 50455: const    -0.008961
vwretd    1.301498
dtype: float64, 50462: const     0.002199
vwretd    1.467661
dtype: float64, 50463: const    -0.040858
vwretd   -0.128939
dtype: float64, 50470: const     0.005184
vwretd    1.480762
dtype: float64, 50471: const     0.006484
vwretd    0.931817
dtype: float64, 50489: const     0.029590
vwretd   -0.069109
dtype: float64, 50497: const    -0.004222
vwretd    1.143824
dtype: float64, 50498: const    -0.004396
vwretd    1.098402
dtype: float64, 50518: const     0.023058
vwretd    1.297044
dtype: float64, 50519: const     0.007076
vwretd    0.327996
dtype: float64, 50526: const     0.009229
vwretd    1.104752
dtype: float64, 50527: const     0.132819
vwretd   -0.350420
dtype: float64, 50534: const     0.010596
vwretd    0.906089
dtype: float64, 50542: const     0.015708
vwretd    0.815336
dtype: float64, 50543: const    -0.015771
vwretd    1.578856
dtype: float64, 50550: const     0.000679
vwretd    1.199935
dtype: float64, 50569: const     0.005939
vwretd    1.325456
dtype: float64, 50570: const     0.000420
vwretd   -0.223135
dtype: float64, 50577: const    -0.002833
vwretd    1.234105
dtype: float64, 50578: const     0.020655
vwretd    0.857297
dtype: float64, 50585: const     0.004406
vwretd    0.515252
dtype: float64, 50586: const    -0.012654
vwretd    0.654469
dtype: float64, 50593: const    -0.013681
vwretd    1.987970
dtype: float64, 50594: const    -0.123433
vwretd   -4.827067
dtype: float64, 50606: const    -0.004420
vwretd    1.305099
dtype: float64, 50607: const    -0.066634
vwretd    1.002528
dtype: float64, 50614: const     0.002258
vwretd    0.679680
dtype: float64, 50615: const     0.098805
vwretd    5.340480
dtype: float64, 50622: const    -0.076714
vwretd    2.288681
dtype: float64, 50623: const     0.007827
vwretd    0.959044
dtype: float64, 50630: const    -0.029457
vwretd    1.960559
dtype: float64, 50631: const     0.038982
vwretd   -0.332007
dtype: float64, 50649: const     0.009839
vwretd    1.377884
dtype: float64, 50650: const    -0.131006
vwretd    0.934386
dtype: float64, 50657: const    -0.005380
vwretd    1.031602
dtype: float64, 50665: const    -0.014347
vwretd    2.358066
dtype: float64, 50666: const     0.007702
vwretd    0.890630
dtype: float64, 50673: const     0.001705
vwretd    1.256132
dtype: float64, 50681: const     0.007174
vwretd    1.149882
dtype: float64, 50682: const    -0.007136
vwretd    1.460261
dtype: float64, 50702: const    -0.000213
vwretd    1.139420
dtype: float64, 50703: const    -0.015443
vwretd    0.784106
dtype: float64, 50710: const     0.007833
vwretd    1.041822
dtype: float64, 50711: const     0.051424
vwretd    0.986435
dtype: float64, 50729: const     0.013413
vwretd    0.859851
dtype: float64, 50737: const     0.006814
vwretd    0.883450
dtype: float64, 50738: const    -0.01157
vwretd    0.70966
dtype: float64, 50745: const    -0.006562
vwretd    1.482276
dtype: float64, 50753: const    -0.004012
vwretd    0.701024
dtype: float64, 50754: const     0.000792
vwretd    0.652610
dtype: float64, 50761: const    -0.036367
vwretd    0.946923
dtype: float64, 50762: const    -0.000472
vwretd    0.215909
dtype: float64, 50788: const     0.001795
vwretd    1.382033
dtype: float64, 50789: const     0.007307
vwretd    0.382590
dtype: float64, 50796: const     0.011103
vwretd    2.521597
dtype: float64, 50797: const     0.068549
vwretd   -1.235715
dtype: float64, 50809: const     0.010166
vwretd    1.333862
dtype: float64, 50817: const     0.011260
vwretd    1.253999
dtype: float64, 50818: const    -0.036609
vwretd    1.853283
dtype: float64, 50825: const    -0.009762
vwretd    1.426333
dtype: float64, 50833: const     0.016469
vwretd    0.928057
dtype: float64, 50834: const     0.028088
vwretd    1.936171
dtype: float64, 50841: const     0.016152
vwretd    1.354760
dtype: float64, 50842: const     0.005944
vwretd    1.054306
dtype: float64, 50868: const    -0.012470
vwretd    1.264954
dtype: float64, 50869: const     0.028938
vwretd    1.112274
dtype: float64, 50876: const     0.006369
vwretd    0.676563
dtype: float64, 50877: const     0.009553
vwretd    0.727379
dtype: float64, 50884: const    -0.004053
vwretd    1.561475
dtype: float64, 50885: const     0.008737
vwretd    0.553352
dtype: float64, 50892: const    -0.009306
vwretd    1.934873
dtype: float64, 50905: const     0.006011
vwretd    0.824763
dtype: float64, 50906: const     0.002195
vwretd    1.753242
dtype: float64, 50913: const     0.005443
vwretd    1.032637
dtype: float64, 50914: const     0.011163
vwretd   -0.215032
dtype: float64, 50921: const    -0.007746
vwretd    1.219882
dtype: float64, 50922: const    -0.125950
vwretd   -2.393844
dtype: float64, 50948: const     0.005033
vwretd    1.479823
dtype: float64, 50949: const     0.042011
vwretd    0.823322
dtype: float64, 50956: const     0.000938
vwretd    0.772464
dtype: float64, 50964: const     0.008043
vwretd    0.845044
dtype: float64, 50965: const     0.007867
vwretd    1.110371
dtype: float64, 50972: const    -0.000114
vwretd    1.367802
dtype: float64, 50973: const     0.006558
vwretd    1.161228
dtype: float64, 50980: const    -0.009477
vwretd    1.555502
dtype: float64, 50981: const    -0.093025
vwretd    3.625258
dtype: float64, 50999: const     0.006560
vwretd    1.193537
dtype: float64, 51019: const     0.014740
vwretd    1.286237
dtype: float64, 51020: const    -0.038645
vwretd    0.323930
dtype: float64, 51027: const    -0.020439
vwretd    1.917631
dtype: float64, 51028: const    -0.077418
vwretd   -0.362252
dtype: float64, 51035: const    -0.016249
vwretd    1.919315
dtype: float64, 51036: const     0.034219
vwretd    0.200351
dtype: float64, 51043: const    -0.001126
vwretd    1.298748
dtype: float64, 51044: const     0.001269
vwretd   -0.362428
dtype: float64, 51051: const    -0.010349
vwretd    1.236859
dtype: float64, 51052: const    -0.065749
vwretd    0.287606
dtype: float64, 51078: const    -0.062222
vwretd    1.476229
dtype: float64, 51079: const    -0.005243
vwretd    1.151361
dtype: float64, 51086: const     0.001369
vwretd    1.671715
dtype: float64, 51087: const     0.006551
vwretd    0.525256
dtype: float64, 51094: const     0.001680
vwretd    1.529946
dtype: float64, 51095: const     0.024231
vwretd    0.431871
dtype: float64, 51107: const     0.001368
vwretd    0.906411
dtype: float64, 51108: const    -0.038329
vwretd    0.916701
dtype: float64, 51115: const    -0.012517
vwretd    0.594814
dtype: float64, 51123: const    -0.002466
vwretd    0.521039
dtype: float64, 51124: const     0.016093
vwretd   -1.788738
dtype: float64, 51131: const     0.002058
vwretd    1.065354
dtype: float64, 51132: const     0.001576
vwretd    1.216398
dtype: float64, 51158: const    -0.010559
vwretd    0.858176
dtype: float64, 51159: const     0.022032
vwretd    0.792178
dtype: float64, 51166: const     0.003350
vwretd    1.196857
dtype: float64, 51174: const    -0.001926
vwretd    2.603821
dtype: float64, 51175: const    -0.005045
vwretd    1.307579
dtype: float64, 51182: const     0.000299
vwretd    1.373929
dtype: float64, 51183: const    -0.071668
vwretd    0.400187
dtype: float64, 51190: const    -0.000412
vwretd    1.638214
dtype: float64, 51191: const    -0.053238
vwretd    1.184300
dtype: float64, 51203: const    -0.001097
vwretd    1.089464
dtype: float64, 51204: const    -0.008302
vwretd    2.109355
dtype: float64, 51211: const    -0.003938
vwretd    1.385297
dtype: float64, 51212: const    -0.272364
vwretd    2.499970
dtype: float64, 51238: const    -0.023758
vwretd   -0.254194
dtype: float64, 51239: const    -0.018200
vwretd    1.680961
dtype: float64, 51246: const     0.001311
vwretd    0.639602
dtype: float64, 51247: const    -0.013413
vwretd    2.130600
dtype: float64, 51254: const     0.001476
vwretd    1.164486
dtype: float64, 51255: const     0.012176
vwretd    0.181410
dtype: float64, 51262: const     0.000138
vwretd    1.686915
dtype: float64, 51263: const     0.002239
vwretd    1.540858
dtype: float64, 51270: const     0.000988
vwretd    2.086354
dtype: float64, 51289: const     0.005708
vwretd    0.717044
dtype: float64, 51290: const    -0.015926
vwretd    2.103528
dtype: float64, 51297: const    -0.002934
vwretd    2.095990
dtype: float64, 51298: const    -0.024268
vwretd    0.326630
dtype: float64, 51318: const     0.005989
vwretd    0.775222
dtype: float64, 51319: const     0.006281
vwretd    0.762334
dtype: float64, 51326: const    -0.021056
vwretd    1.621841
dtype: float64, 51327: const    -0.025827
vwretd    1.898955
dtype: float64, 51334: const     0.004751
vwretd    1.522113
dtype: float64, 51335: const    -0.012776
vwretd    1.294038
dtype: float64, 51342: const    -0.009224
vwretd    1.418489
dtype: float64, 51343: const     0.021924
vwretd    1.582220
dtype: float64, 51350: const    -0.023697
vwretd    2.242780
dtype: float64, 51351: const     0.006038
vwretd    1.070467
dtype: float64, 51369: const    -0.000121
vwretd    1.973753
dtype: float64, 51370: const     0.029460
vwretd    1.767602
dtype: float64, 51377: const     0.003989
vwretd    1.754137
dtype: float64, 51378: const    -0.007925
vwretd    0.809755
dtype: float64, 51385: const    -0.000474
vwretd    1.159420
dtype: float64, 51386: const    -0.008774
vwretd    0.855655
dtype: float64, 51393: const     0.007170
vwretd    1.533741
dtype: float64, 51394: const     0.001927
vwretd    0.539052
dtype: float64, 51406: const     0.005955
vwretd    1.388676
dtype: float64, 51407: const     0.064614
vwretd    2.156035
dtype: float64, 51414: const     0.000200
vwretd    1.031135
dtype: float64, 51422: const    -0.022605
vwretd    1.834332
dtype: float64, 51423: const     0.001225
vwretd    1.200863
dtype: float64, 51430: const     0.009782
vwretd    1.486341
dtype: float64, 51431: const    -0.022607
vwretd    0.498980
dtype: float64, 51449: const     0.000939
vwretd    1.934105
dtype: float64, 51450: const     0.011986
vwretd    0.401008
dtype: float64, 51457: const    -0.002852
vwretd    1.179784
dtype: float64, 51458: const     0.012894
vwretd    0.133613
dtype: float64, 51465: const     0.013035
vwretd    1.922399
dtype: float64, 51466: const     0.041814
vwretd    2.917913
dtype: float64, 51473: const    -0.016928
vwretd    1.851909
dtype: float64, 51474: const     0.053580
vwretd   -0.193367
dtype: float64, 51481: const    -0.021840
vwretd    2.269593
dtype: float64, 51482: const     0.041677
vwretd    0.031494
dtype: float64, 51502: const     0.016067
vwretd    2.012813
dtype: float64, 51503: const     0.010933
vwretd    0.833096
dtype: float64, 51510: const     0.001766
vwretd    1.277358
dtype: float64, 51511: const    -0.051967
vwretd    4.250624
dtype: float64, 51529: const    -0.023351
vwretd    2.913896
dtype: float64, 51530: const     0.007734
vwretd    0.470516
dtype: float64, 51538: const    -0.078591
vwretd    0.620803
dtype: float64, 51545: const    -0.040170
vwretd    1.250343
dtype: float64, 51546: const     0.005244
vwretd    1.086192
dtype: float64, 51553: const     0.011599
vwretd    1.128447
dtype: float64, 51554: const    -0.006870
vwretd    1.356543
dtype: float64, 51561: const     0.003305
vwretd    1.413446
dtype: float64, 51562: const    -0.038561
vwretd    0.574395
dtype: float64, 51588: const     0.005258
vwretd    0.755270
dtype: float64, 51589: const    -0.020831
vwretd    2.240151
dtype: float64, 51596: const     0.009999
vwretd    0.641490
dtype: float64, 51609: const     0.000478
vwretd    1.644056
dtype: float64, 51610: const     0.012174
vwretd    0.320449
dtype: float64, 51617: const     0.007939
vwretd    1.506381
dtype: float64, 51618: const    -0.032724
vwretd    1.687587
dtype: float64, 51625: const     0.005604
vwretd    1.113557
dtype: float64, 51626: const     0.015584
vwretd    0.368698
dtype: float64, 51633: const     0.008336
vwretd    0.429315
dtype: float64, 51641: const     0.03870
vwretd    1.56491
dtype: float64, 51642: const     0.038975
vwretd   -1.285860
dtype: float64, 51668: const    -0.020853
vwretd    0.122524
dtype: float64, 51669: const    -0.120981
vwretd    0.489558
dtype: float64, 51676: const    -0.001605
vwretd    1.021008
dtype: float64, 51677: const    -0.010373
vwretd    1.574856
dtype: float64, 51684: const     0.017941
vwretd    1.852728
dtype: float64, 51685: const    -0.050683
vwretd    2.046394
dtype: float64, 51692: const    -0.000084
vwretd    2.041977
dtype: float64, 51693: const     0.007134
vwretd    0.503825
dtype: float64, 51705: const    -0.018118
vwretd    0.137760
dtype: float64, 51706: const     0.004802
vwretd    0.797112
dtype: float64, 51713: const    -0.048879
vwretd    1.871191
dtype: float64, 51714: const     -0.042230
vwretd    16.932342
dtype: float64, 51721: const     0.003304
vwretd    1.444131
dtype: float64, 51722: const     0.047758
vwretd    0.597383
dtype: float64, 51748: const    -0.014264
vwretd    1.202225
dtype: float64, 51756: const     0.006787
vwretd    0.416021
dtype: float64, 51757: const     0.031639
vwretd    0.684803
dtype: float64, 51764: const     0.005289
vwretd    1.180642
dtype: float64, 51765: const     0.029067
vwretd   -0.152877
dtype: float64, 51772: const     0.002375
vwretd    1.167578
dtype: float64, 51773: const    -0.045739
vwretd    0.826105
dtype: float64, 51780: const     0.024947
vwretd    1.079508
dtype: float64, 51781: const    -0.001998
vwretd    1.244288
dtype: float64, 51799: const     0.005422
vwretd    0.514274
dtype: float64, 51800: const     0.003549
vwretd    1.036284
dtype: float64, 51801: const     0.002709
vwretd    0.847455
dtype: float64, 51802: const     0.022114
vwretd    0.696013
dtype: float64, 51828: const     0.000207
vwretd    1.347410
dtype: float64, 51829: const    -0.000777
vwretd    1.479998
dtype: float64, 51836: const     0.007948
vwretd    1.037900
dtype: float64, 51837: const     0.010987
vwretd    0.407713
dtype: float64, 51844: const     0.025750
vwretd    1.002618
dtype: float64, 51845: const    -0.039051
vwretd    2.039972
dtype: float64, 51852: const     0.003774
vwretd    0.735967
dtype: float64, 51853: const     0.009350
vwretd    0.485167
dtype: float64, 51860: const     0.004381
vwretd    0.999027
dtype: float64, 51861: const    -0.034715
vwretd    1.460922
dtype: float64, 51879: const     0.002983
vwretd    1.220817
dtype: float64, 51880: const    -0.044046
vwretd    0.103308
dtype: float64, 51887: const     0.008640
vwretd    1.239228
dtype: float64, 51888: const     0.023261
vwretd    0.764081
dtype: float64, 51895: const     0.016435
vwretd    0.973407
dtype: float64, 51896: const    -0.008670
vwretd    1.152923
dtype: float64, 51908: const    -0.009222
vwretd    1.654419
dtype: float64, 51909: const    -0.001854
vwretd    0.893900
dtype: float64, 51916: const     0.004193
vwretd    0.231588
dtype: float64, 51917: const    -0.088816
vwretd    1.844379
dtype: float64, 51924: const    -0.000689
vwretd    2.312082
dtype: float64, 51925: const     0.007796
vwretd    0.698083
dtype: float64, 51932: const     0.005517
vwretd    0.902952
dtype: float64, 51933: const     0.007364
vwretd    0.541601
dtype: float64, 51940: const     0.006153
vwretd    1.887635
dtype: float64, 51941: const     0.007277
vwretd    0.852811
dtype: float64, 51959: const    -0.003489
vwretd    1.364617
dtype: float64, 51960: const    -0.000713
vwretd    1.214442
dtype: float64, 51967: const     0.014291
vwretd    1.824231
dtype: float64, 51968: const    -0.009193
vwretd    1.477696
dtype: float64, 51975: const    -0.031938
vwretd    1.755036
dtype: float64, 51976: const     0.002699
vwretd    1.309935
dtype: float64, 51983: const     0.003642
vwretd    0.292736
dtype: float64, 51984: const     0.001353
vwretd    0.626747
dtype: float64, 51991: const     0.008641
vwretd    1.431176
dtype: float64, 51992: const    -0.027944
vwretd    0.959131
dtype: float64, 52003: const     0.002599
vwretd    1.532065
dtype: float64, 52004: const    -0.019009
vwretd    1.150543
dtype: float64, 52011: const    -0.008729
vwretd    1.805119
dtype: float64, 52012: const     0.025355
vwretd    1.110060
dtype: float64, 52038: const     0.006396
vwretd    0.882448
dtype: float64, 52039: const     0.001704
vwretd    0.945481
dtype: float64, 52046: const    -0.022487
vwretd    1.709437
dtype: float64, 52054: const     0.007535
vwretd    0.642646
dtype: float64, 52055: const     0.078868
vwretd    0.721825
dtype: float64, 52062: const    -0.001848
vwretd    1.477283
dtype: float64, 52070: const     0.007992
vwretd    1.138844
dtype: float64, 52071: const     0.006856
vwretd    0.733247
dtype: float64, 52089: const     0.004653
vwretd    1.442629
dtype: float64, 52090: const     0.006814
vwretd    0.633339
dtype: float64, 52097: const    -0.001685
vwretd    0.800844
dtype: float64, 52098: const    -0.208318
vwretd    2.861219
dtype: float64, 52118: const    -0.006529
vwretd    1.326135
dtype: float64, 52126: const    -0.023787
vwretd    2.267756
dtype: float64, 52134: const     0.003846
vwretd    1.572637
dtype: float64, 52135: const     0.004119
vwretd    0.976128
dtype: float64, 52142: const     0.000758
vwretd    1.271195
dtype: float64, 52143: const     0.014014
vwretd    0.211860
dtype: float64, 52150: const     0.000717
vwretd    1.401597
dtype: float64, 52169: const     0.007442
vwretd    3.367135
dtype: float64, 52177: const    -0.001019
vwretd    1.003341
dtype: float64, 52185: const    -0.013880
vwretd    1.287411
dtype: float64, 52193: const     0.000699
vwretd    1.672869
dtype: float64, 52194: const    -0.030460
vwretd    0.588829
dtype: float64, 52206: const     0.008148
vwretd    0.971932
dtype: float64, 52207: const     0.005587
vwretd    1.362440
dtype: float64, 52214: const     0.004681
vwretd    0.796497
dtype: float64, 52215: const    -0.007511
vwretd    1.079200
dtype: float64, 52222: const     0.009037
vwretd    0.247306
dtype: float64, 52223: const    -0.016020
vwretd    0.913483
dtype: float64, 52230: const     0.006910
vwretd    0.965543
dtype: float64, 52231: const    -0.010539
vwretd    1.625079
dtype: float64, 52249: const     0.002782
vwretd    1.284381
dtype: float64, 52250: const     0.011625
vwretd    0.917214
dtype: float64, 52257: const     0.006187
vwretd    0.724866
dtype: float64, 52258: const     0.007154
vwretd    1.386157
dtype: float64, 52265: const     0.005919
vwretd    0.805985
dtype: float64, 52266: const    -0.006548
vwretd    1.224066
dtype: float64, 52273: const    -0.008983
vwretd    1.594892
dtype: float64, 52274: const    -0.000107
vwretd    0.296446
dtype: float64, 52281: const    -0.067266
vwretd    2.011845
dtype: float64, 52282: const    -0.008142
vwretd    1.015049
dtype: float64, 52302: const     0.011050
vwretd    1.498525
dtype: float64, 52303: const    -0.025796
vwretd    2.060049
dtype: float64, 52310: const     0.008446
vwretd    1.925660
dtype: float64, 52311: const     0.030007
vwretd    1.146910
dtype: float64, 52329: const     0.006017
vwretd    1.101983
dtype: float64, 52330: const    -0.153170
vwretd    2.301289
dtype: float64, 52337: const     0.002034
vwretd    1.453365
dtype: float64, 52338: const     0.025995
vwretd    1.121562
dtype: float64, 52345: const     0.006791
vwretd    0.839988
dtype: float64, 52346: const    -0.000102
vwretd    1.423910
dtype: float64, 52353: const    -0.014627
vwretd    1.574383
dtype: float64, 52361: const    -0.010460
vwretd    1.114162
dtype: float64, 52362: const     0.012458
vwretd    0.630682
dtype: float64, 52388: const     0.008112
vwretd    1.300520
dtype: float64, 52389: const     0.029642
vwretd    2.366790
dtype: float64, 52396: const     0.001700
vwretd    1.614916
dtype: float64, 52397: const     0.012845
vwretd    0.227842
dtype: float64, 52409: const    -0.083792
vwretd    3.080919
dtype: float64, 52410: const     0.026844
vwretd    0.488179
dtype: float64, 52417: const    -0.032816
vwretd    0.445463
dtype: float64, 52418: const     0.011202
vwretd   -0.179428
dtype: float64, 52425: const     0.006033
vwretd    0.562314
dtype: float64, 52433: const     0.004276
vwretd    0.649539
dtype: float64, 52434: const     0.001166
vwretd    1.617096
dtype: float64, 52441: const     0.004633
vwretd    1.018317
dtype: float64, 52442: const     0.038592
vwretd   -0.396733
dtype: float64, 52469: const     0.006539
vwretd    0.942751
dtype: float64, 52476: const     0.006195
vwretd    0.901875
dtype: float64, 52484: const     0.005599
vwretd    0.882343
dtype: float64, 52485: const    -0.055750
vwretd    1.410777
dtype: float64, 52492: const     0.005157
vwretd    0.807227
dtype: float64, 52493: const     0.019128
vwretd    1.066445
dtype: float64, 52505: const     0.004099
vwretd    0.898122
dtype: float64, 52506: const    -0.011130
vwretd    1.156154
dtype: float64, 52513: const     0.007771
vwretd    1.056111
dtype: float64, 52514: const     0.031282
vwretd    0.491634
dtype: float64, 52521: const     0.008651
vwretd    2.112356
dtype: float64, 52522: const    -0.004989
vwretd    1.020279
dtype: float64, 52548: const    -0.003056
vwretd    1.387799
dtype: float64, 52549: const    -0.046702
vwretd    1.134286
dtype: float64, 52556: const     0.004791
vwretd    0.580776
dtype: float64, 52557: const     0.005476
vwretd    0.964137
dtype: float64, 52564: const     0.007593
vwretd    1.271244
dtype: float64, 52565: const    -0.015870
vwretd    1.902136
dtype: float64, 52572: const     0.002391
vwretd    1.572805
dtype: float64, 52580: const    -0.012098
vwretd    1.652727
dtype: float64, 52581: const    -0.001806
vwretd    0.910321
dtype: float64, 52599: const     0.007961
vwretd    0.995235
dtype: float64, 52600: const    -0.044787
vwretd    1.976349
dtype: float64, 52601: const    -0.005766
vwretd    1.513219
dtype: float64, 52602: const    -0.005047
vwretd    1.909332
dtype: float64, 52628: const     0.000923
vwretd    1.405007
dtype: float64, 52629: const    -0.109879
vwretd    0.997748
dtype: float64, 52636: const     0.004348
vwretd    1.681000
dtype: float64, 52637: const     0.037063
vwretd   -1.229592
dtype: float64, 52644: const    -0.024259
vwretd    1.448452
dtype: float64, 52645: const    -0.003872
vwretd    2.108254
dtype: float64, 52652: const     0.016184
vwretd    1.590240
dtype: float64, 52653: const     0.056062
vwretd    0.616431
dtype: float64, 52660: const    -0.013002
vwretd    1.609427
dtype: float64, 52661: const    -0.101063
vwretd    4.761646
dtype: float64, 52679: const     0.003926
vwretd    0.374377
dtype: float64, 52680: const     0.002702
vwretd    0.155023
dtype: float64, 52687: const    -0.001769
vwretd    1.604213
dtype: float64, 52688: const    -0.083729
vwretd    1.890286
dtype: float64, 52695: const     0.005003
vwretd    0.905494
dtype: float64, 52696: const     0.013961
vwretd    1.989301
dtype: float64, 52708: const     0.002133
vwretd    1.658871
dtype: float64, 52709: const    -0.025476
vwretd    1.744288
dtype: float64, 52716: const     0.005143
vwretd    0.892681
dtype: float64, 52717: const    -0.007194
vwretd    1.382820
dtype: float64, 52724: const     0.012525
vwretd    1.771548
dtype: float64, 52725: const    -0.014712
vwretd   -0.291090
dtype: float64, 52732: const    -0.096176
vwretd    2.615585
dtype: float64, 52733: const     0.096196
vwretd    2.162303
dtype: float64, 52740: const    -0.002251
vwretd    1.060264
dtype: float64, 52741: const    -0.023356
vwretd    1.902751
dtype: float64, 52759: const     0.003131
vwretd    1.107794
dtype: float64, 52760: const    -0.009414
vwretd    0.768498
dtype: float64, 52767: const     0.030888
vwretd    0.937256
dtype: float64, 52768: const     0.092088
vwretd   -1.321621
dtype: float64, 52775: const    -0.001958
vwretd    1.256013
dtype: float64, 52783: const     0.002277
vwretd    1.114077
dtype: float64, 52784: const    -0.001305
vwretd    1.973699
dtype: float64, 52791: const     0.011515
vwretd    1.553322
dtype: float64, 52792: const     0.011621
vwretd    1.441465
dtype: float64, 52804: const    -0.009968
vwretd    1.717381
dtype: float64, 52805: const    -0.012375
vwretd    0.958417
dtype: float64, 52812: const    -0.002823
vwretd    1.132715
dtype: float64, 52813: const    -0.001822
vwretd    1.705519
dtype: float64, 52820: const    -0.006135
vwretd    1.184961
dtype: float64, 52821: const     0.005015
vwretd    0.760314
dtype: float64, 52839: const     0.019744
vwretd    1.285013
dtype: float64, 52840: const     0.006975
vwretd    0.765222
dtype: float64, 52847: const    -0.001150
vwretd    0.699173
dtype: float64, 52848: const    -0.009374
vwretd    0.477766
dtype: float64, 52855: const    -0.004164
vwretd    1.320588
dtype: float64, 52856: const    -0.046127
vwretd    0.616527
dtype: float64, 52863: const    -0.003082
vwretd    0.853350
dtype: float64, 52864: const     0.027811
vwretd    0.456134
dtype: float64, 52871: const     0.000261
vwretd    0.887211
dtype: float64, 52872: const     0.011922
vwretd    0.106148
dtype: float64, 52898: const     0.010815
vwretd    0.444974
dtype: float64, 52899: const    -0.007493
vwretd    1.263113
dtype: float64, 52900: const     0.011867
vwretd    1.048569
dtype: float64, 52901: const     0.010291
vwretd    0.893009
dtype: float64, 52919: const    -0.003523
vwretd    1.880818
dtype: float64, 52920: const     0.004222
vwretd    1.003676
dtype: float64, 52928: const    -0.02256
vwretd    2.35751
dtype: float64, 52935: const    -0.006716
vwretd    2.026666
dtype: float64, 52936: const     0.006190
vwretd    0.644464
dtype: float64, 52943: const    -0.008512
vwretd    0.845986
dtype: float64, 52944: const     0.006294
vwretd    0.647832
dtype: float64, 52951: const     0.017140
vwretd    1.571076
dtype: float64, 52952: const     0.005295
vwretd    0.502107
dtype: float64, 52978: const     0.005914
vwretd    1.130838
dtype: float64, 52979: const     0.049587
vwretd    1.287687
dtype: float64, 52986: const     0.030969
vwretd    0.855863
dtype: float64, 52987: const     0.017269
vwretd   -0.363587
dtype: float64, 52994: const     0.009172
vwretd    0.370569
dtype: float64, 52995: const    -0.067456
vwretd   -0.543131
dtype: float64, 53006: const     0.003345
vwretd    1.476877
dtype: float64, 53007: const     0.019756
vwretd    0.478347
dtype: float64, 53014: const    -0.027321
vwretd    0.871220
dtype: float64, 53015: const     0.005332
vwretd    1.189610
dtype: float64, 53022: const     0.011191
vwretd    1.017700
dtype: float64, 53023: const     0.007243
vwretd    0.512824
dtype: float64, 53030: const    -0.018161
vwretd    0.467617
dtype: float64, 53031: const     0.007746
vwretd    1.648980
dtype: float64, 53049: const    -0.028873
vwretd    1.456397
dtype: float64, 53050: const    -0.017506
vwretd    1.475597
dtype: float64, 53057: const    -0.010523
vwretd    1.429047
dtype: float64, 53058: const     0.011192
vwretd    0.584831
dtype: float64, 53065: const     0.002220
vwretd    1.289751
dtype: float64, 53066: const     0.028252
vwretd    1.414508
dtype: float64, 53073: const    -0.014035
vwretd    1.348846
dtype: float64, 53074: const     0.008684
vwretd    0.586455
dtype: float64, 53081: const     0.001747
vwretd    1.114492
dtype: float64, 53082: const     0.007292
vwretd    0.818756
dtype: float64, 53102: const    -0.002426
vwretd    1.631830
dtype: float64, 53103: const    -0.021498
vwretd    0.829439
dtype: float64, 53110: const     0.006600
vwretd    0.892129
dtype: float64, 53111: const     0.015278
vwretd    1.462557
dtype: float64, 53129: const     0.002967
vwretd    0.790241
dtype: float64, 53137: const    -0.003088
vwretd    1.152479
dtype: float64, 53138: const     0.068040
vwretd    0.954761
dtype: float64, 53145: const    -0.004158
vwretd    2.030036
dtype: float64, 53146: const     0.047612
vwretd    0.635911
dtype: float64, 53153: const     0.007343
vwretd    2.276479
dtype: float64, 53154: const     0.072159
vwretd    2.093407
dtype: float64, 53161: const     0.007688
vwretd    1.411864
dtype: float64, 53162: const    -0.102790
vwretd   -0.447111
dtype: float64, 53188: const    -0.006662
vwretd    1.231467
dtype: float64, 53189: const     0.015711
vwretd    1.013898
dtype: float64, 53196: const     0.006265
vwretd    0.884846
dtype: float64, 53197: const     0.007026
vwretd    1.329116
dtype: float64, 53209: const     0.006588
vwretd    1.001695
dtype: float64, 53210: const     0.002973
vwretd    0.154904
dtype: float64, 53217: const    -0.019540
vwretd    1.361991
dtype: float64, 53225: const     0.003634
vwretd    0.873796
dtype: float64, 53226: const     0.008094
vwretd    1.626944
dtype: float64, 53233: const     0.004154
vwretd    1.079463
dtype: float64, 53234: const     0.044855
vwretd    0.153472
dtype: float64, 53241: const    -0.008305
vwretd    1.447687
dtype: float64, 53242: const     0.011434
vwretd    1.015790
dtype: float64, 53268: const    -0.002474
vwretd    1.377518
dtype: float64, 53276: const    -0.014268
vwretd    1.733205
dtype: float64, 53277: const     0.050386
vwretd    1.285042
dtype: float64, 53284: const    -0.012113
vwretd    1.271225
dtype: float64, 53285: const     0.026690
vwretd    1.065583
dtype: float64, 53292: const    -0.021395
vwretd    0.301863
dtype: float64, 53293: const     0.011377
vwretd   -0.075665
dtype: float64, 53305: const     0.024911
vwretd    3.182415
dtype: float64, 53306: const    -0.007825
vwretd    1.332355
dtype: float64, 53313: const     0.022038
vwretd    1.742677
dtype: float64, 53321: const     0.012143
vwretd    1.205329
dtype: float64, 53348: const    -0.049718
vwretd    1.754713
dtype: float64, 53349: const    -0.062793
vwretd    2.595919
dtype: float64, 53356: const    -0.003185
vwretd    0.586017
dtype: float64, 53357: const     0.009493
vwretd    1.198973
dtype: float64, 53364: const    -0.001568
vwretd    1.543734
dtype: float64, 53365: const     0.021704
vwretd    0.321989
dtype: float64, 53372: const     0.005839
vwretd    0.677268
dtype: float64, 53373: const     0.010978
vwretd    0.578441
dtype: float64, 53380: const    -0.042531
vwretd    2.762053
dtype: float64, 53381: const     0.009997
vwretd    1.572396
dtype: float64, 53399: const    -0.001649
vwretd    1.117189
dtype: float64, 53400: const    -0.003281
vwretd    1.211424
dtype: float64, 53401: const     0.001833
vwretd    1.381814
dtype: float64, 53402: const     0.005371
vwretd    0.972719
dtype: float64, 53428: const     0.002802
vwretd    1.426401
dtype: float64, 53429: const    -0.007403
vwretd    1.379047
dtype: float64, 53436: const     0.013515
vwretd    1.609571
dtype: float64, 53444: const    -0.006526
vwretd    1.551595
dtype: float64, 53445: const    -0.001675
vwretd    2.133959
dtype: float64, 53452: const     0.016736
vwretd    1.206283
dtype: float64, 53453: const     0.002627
vwretd    0.633890
dtype: float64, 53460: const    -0.046662
vwretd    2.143237
dtype: float64, 53461: const     0.000186
vwretd    2.050100
dtype: float64, 53479: const     0.007913
vwretd    1.257590
dtype: float64, 53480: const     0.014862
vwretd    0.985484
dtype: float64, 53487: const     0.033268
vwretd    1.618590
dtype: float64, 53488: const    -0.027211
vwretd    1.191501
dtype: float64, 53495: const    -0.006432
vwretd    0.666426
dtype: float64, 53496: const     0.009684
vwretd    0.589585
dtype: float64, 53508: const     0.002149
vwretd    1.267700
dtype: float64, 53509: const    -0.022278
vwretd    1.933157
dtype: float64, 53516: const     0.010156
vwretd    0.960218
dtype: float64, 53517: const    -0.036076
vwretd    3.706367
dtype: float64, 53524: const    -0.002362
vwretd    1.207967
dtype: float64, 53525: const     0.025827
vwretd   -0.098311
dtype: float64, 53532: const    -0.019556
vwretd    1.486447
dtype: float64, 53533: const    -0.184297
vwretd   -1.980716
dtype: float64, 53540: const     0.006125
vwretd    1.236458
dtype: float64, 53541: const    -0.042087
vwretd    0.529883
dtype: float64, 53559: const     0.015234
vwretd    0.439211
dtype: float64, 53560: const    -0.122129
vwretd    1.563102
dtype: float64, 53567: const    -0.001144
vwretd    1.612512
dtype: float64, 53568: const     0.046115
vwretd    2.689094
dtype: float64, 53575: const     0.001549
vwretd    0.867907
dtype: float64, 53576: const    -0.007473
vwretd    1.333645
dtype: float64, 53583: const     0.025584
vwretd    4.027725
dtype: float64, 53584: const    -0.024700
vwretd   -2.682654
dtype: float64, 53591: const     0.003514
vwretd    1.294959
dtype: float64, 53592: const    -0.097219
vwretd    0.337073
dtype: float64, 53604: const     0.003914
vwretd    0.816356
dtype: float64, 53605: const    -0.009673
vwretd   -0.696477
dtype: float64, 53612: const     0.003942
vwretd    0.685186
dtype: float64, 53613: const     0.005198
vwretd    1.682316
dtype: float64, 53620: const    -0.005561
vwretd    1.744716
dtype: float64, 53621: const    -0.003412
vwretd    1.615832
dtype: float64, 53639: const     0.008764
vwretd    0.882670
dtype: float64, 53640: const     0.013041
vwretd    1.397100
dtype: float64, 53647: const     0.000610
vwretd    1.370946
dtype: float64, 53648: const     0.034470
vwretd    0.875712
dtype: float64, 53655: const     0.023572
vwretd    0.828424
dtype: float64, 53656: const     0.018168
vwretd    0.698030
dtype: float64, 53663: const     0.006225
vwretd    0.506927
dtype: float64, 53664: const     0.022511
vwretd    1.464499
dtype: float64, 53671: const    -0.003796
vwretd    0.963576
dtype: float64, 53672: const    -0.002508
vwretd   -0.005037
dtype: float64, 53698: const     0.01417
vwretd    2.01077
dtype: float64, 53699: const    -0.042228
vwretd    1.326010
dtype: float64, 53700: const    -0.033857
vwretd    1.766632
dtype: float64, 53701: const     0.001987
vwretd    0.711969
dtype: float64, 53719: const     0.005605
vwretd    1.538832
dtype: float64, 53720: const     0.011466
vwretd    0.573665
dtype: float64, 53727: const     0.001456
vwretd    0.726644
dtype: float64, 53728: const    -0.006890
vwretd    0.516876
dtype: float64, 53735: const     0.022914
vwretd    1.206343
dtype: float64, 53736: const     0.035598
vwretd    0.679978
dtype: float64, 53743: const    -0.006756
vwretd    0.912300
dtype: float64, 53744: const     0.010274
vwretd    0.852114
dtype: float64, 53751: const    -0.013624
vwretd    1.448755
dtype: float64, 53778: const    -0.027575
vwretd    0.906766
dtype: float64, 53779: const     0.007865
vwretd    0.098786
dtype: float64, 53786: const    -0.001179
vwretd    1.305432
dtype: float64, 53787: const     0.008418
vwretd    0.569527
dtype: float64, 53794: const     0.005286
vwretd    1.261988
dtype: float64, 53795: const     0.016690
vwretd    1.424543
dtype: float64, 53807: const     0.011860
vwretd    1.983942
dtype: float64, 53815: const    -0.001940
vwretd    1.122591
dtype: float64, 53816: const     0.058457
vwretd    2.491443
dtype: float64, 53823: const     0.000516
vwretd    1.149187
dtype: float64, 53824: const    -0.018322
vwretd    1.141601
dtype: float64, 53831: const    -0.001512
vwretd    1.569200
dtype: float64, 53832: const     0.009211
vwretd    0.563168
dtype: float64, 53858: const    -0.001154
vwretd    1.353382
dtype: float64, 53859: const     0.008790
vwretd    0.413122
dtype: float64, 53866: const     0.008035
vwretd    1.103716
dtype: float64, 53867: const    -0.003440
vwretd    1.472385
dtype: float64, 53874: const     0.009832
vwretd    1.002392
dtype: float64, 53875: const    -0.021661
vwretd    0.145734
dtype: float64, 53882: const     0.005593
vwretd    1.636249
dtype: float64, 53883: const    -0.022970
vwretd    0.959243
dtype: float64, 53890: const    -0.003284
vwretd    0.958746
dtype: float64, 53891: const     0.005252
vwretd    0.957168
dtype: float64, 53903: const    -0.008018
vwretd    1.076776
dtype: float64, 53904: const     0.007423
vwretd    0.985611
dtype: float64, 53911: const     0.016907
vwretd    1.417357
dtype: float64, 53912: const    -0.014061
vwretd    0.307108
dtype: float64, 53938: const     0.003982
vwretd    0.954641
dtype: float64, 53939: const    -0.022224
vwretd    1.270600
dtype: float64, 53946: const     0.003301
vwretd    0.698419
dtype: float64, 53947: const     0.012143
vwretd    1.392573
dtype: float64, 53954: const    -0.038104
vwretd    1.393996
dtype: float64, 53955: const    -0.000502
vwretd    0.379404
dtype: float64, 53962: const     0.001939
vwretd    2.414852
dtype: float64, 53963: const    -0.004675
vwretd    0.437759
dtype: float64, 53970: const     0.009111
vwretd    2.017747
dtype: float64, 53971: const    -0.114697
vwretd    2.455106
dtype: float64, 53989: const     0.003163
vwretd    0.904640
dtype: float64, 53990: const     0.015202
vwretd    1.994664
dtype: float64, 53997: const    -0.002173
vwretd    1.652026
dtype: float64, 53998: const     0.022053
vwretd    0.653334
dtype: float64, 54009: const     0.010125
vwretd    0.974429
dtype: float64, 54010: const     0.015178
vwretd    1.099359
dtype: float64, 54017: const    -0.005394
vwretd    1.085464
dtype: float64, 54018: const    -0.008441
vwretd    0.022057
dtype: float64, 54025: const     0.005198
vwretd    2.004102
dtype: float64, 54026: const    -0.098300
vwretd   -0.410586
dtype: float64, 54033: const     0.017982
vwretd    0.704628
dtype: float64, 54034: const     0.023686
vwretd    1.048411
dtype: float64, 54041: const     0.016395
vwretd    0.484482
dtype: float64, 54042: const    -0.051488
vwretd   -1.896555
dtype: float64, 54068: const     0.002061
vwretd    0.947371
dtype: float64, 54069: const     0.009821
vwretd    0.629486
dtype: float64, 54076: const    -0.002586
vwretd    1.600845
dtype: float64, 54077: const     0.014847
vwretd    0.118372
dtype: float64, 54084: const     0.000235
vwretd    1.259605
dtype: float64, 54085: const     0.009660
vwretd    0.940794
dtype: float64, 54092: const     0.004064
vwretd    2.108127
dtype: float64, 54093: const    -0.004087
vwretd    0.049119
dtype: float64, 54105: const     0.044534
vwretd    2.089029
dtype: float64, 54106: const     0.004423
vwretd    1.012164
dtype: float64, 54113: const    -0.159718
vwretd    3.895582
dtype: float64, 54114: const     0.003874
vwretd    1.165010
dtype: float64, 54121: const    -0.046790
vwretd    1.547451
dtype: float64, 54122: const     0.019426
vwretd    0.856061
dtype: float64, 54148: const     0.007201
vwretd    1.526446
dtype: float64, 54149: const     0.011488
vwretd    0.309559
dtype: float64, 54156: const     0.009360
vwretd    0.874666
dtype: float64, 54157: const    -0.010042
vwretd    2.231447
dtype: float64, 54164: const     0.005135
vwretd    1.012484
dtype: float64, 54165: const    -0.047248
vwretd    2.012207
dtype: float64, 54172: const     0.030308
vwretd    2.927938
dtype: float64, 54173: const     0.018029
vwretd    1.806318
dtype: float64, 54180: const     0.016233
vwretd    1.042773
dtype: float64, 54181: const     0.002718
vwretd    1.051896
dtype: float64, 54199: const     0.007839
vwretd    0.517451
dtype: float64, 54200: const    -0.007900
vwretd    0.952677
dtype: float64, 54201: const    -0.004653
vwretd    1.898163
dtype: float64, 54228: const     0.004771
vwretd    0.208013
dtype: float64, 54229: const    -0.002003
vwretd   -0.247746
dtype: float64, 54236: const    -0.006237
vwretd    0.624933
dtype: float64, 54237: const    -0.021610
vwretd    1.147569
dtype: float64, 54244: const     0.004153
vwretd    0.979019
dtype: float64, 54245: const     0.004659
vwretd    1.317248
dtype: float64, 54252: const     0.023972
vwretd    1.987439
dtype: float64, 54253: const     0.007235
vwretd    0.735736
dtype: float64, 54260: const     0.029739
vwretd   -0.688311
dtype: float64, 54261: const    -0.033806
vwretd    0.563230
dtype: float64, 54279: const     0.001198
vwretd    1.212813
dtype: float64, 54280: const    -0.042652
vwretd    0.036403
dtype: float64, 54287: const     0.006742
vwretd    0.644620
dtype: float64, 54288: const     0.052665
vwretd    4.692857
dtype: float64, 54295: const     0.004898
vwretd    2.048955
dtype: float64, 54296: const     0.003563
vwretd    1.010144
dtype: float64, 54308: const     0.029317
vwretd    2.147358
dtype: float64, 54309: const     0.004774
vwretd    0.845137
dtype: float64, 54316: const     0.006316
vwretd    1.209281
dtype: float64, 54317: const    -0.020173
vwretd    0.832869
dtype: float64, 54324: const     0.003003
vwretd    0.782600
dtype: float64, 54325: const    -0.008816
vwretd    1.624183
dtype: float64, 54332: const    -0.014480
vwretd    1.608811
dtype: float64, 54333: const     0.048807
vwretd   -0.619492
dtype: float64, 54340: const    -0.000249
vwretd    0.836562
dtype: float64, 54341: const     0.013757
vwretd    0.283826
dtype: float64, 54359: const     0.013846
vwretd    1.012602
dtype: float64, 54360: const    -0.030488
vwretd    1.662259
dtype: float64, 54367: const     0.005610
vwretd    1.420694
dtype: float64, 54368: const     0.004179
vwretd    1.521468
dtype: float64, 54375: const    -0.007614
vwretd    0.965588
dtype: float64, 54376: const     0.006195
vwretd    0.732762
dtype: float64, 54383: const     0.012672
vwretd    1.309754
dtype: float64, 54384: const     0.024406
vwretd    0.661070
dtype: float64, 54391: const     0.005266
vwretd    1.795427
dtype: float64, 54392: const     0.025065
vwretd    2.021911
dtype: float64, 54412: const     0.006745
vwretd    1.364607
dtype: float64, 54413: const    -0.001413
vwretd    0.242858
dtype: float64, 54420: const    -0.001595
vwretd    1.505268
dtype: float64, 54421: const    -0.009405
vwretd    1.708302
dtype: float64, 54439: const     0.013708
vwretd    0.993812
dtype: float64, 54447: const    -0.004893
vwretd    2.256474
dtype: float64, 54448: const    -0.005297
vwretd    0.253582
dtype: float64, 54455: const     0.013646
vwretd    2.214841
dtype: float64, 54456: const    -0.010138
vwretd    1.015417
dtype: float64, 54463: const    -0.000596
vwretd    2.093470
dtype: float64, 54464: const     0.016774
vwretd    0.737430
dtype: float64, 54471: const     0.006107
vwretd    1.096489
dtype: float64, 54472: const     0.023778
vwretd    0.341585
dtype: float64, 54498: const     0.000699
vwretd    1.464950
dtype: float64, 54499: const     0.012277
vwretd    0.506681
dtype: float64, 54500: const     0.003330
vwretd    1.106437
dtype: float64, 54501: const    -0.009434
vwretd    0.884771
dtype: float64, 54519: const     0.010771
vwretd    1.887547
dtype: float64, 54520: const    -0.006967
vwretd    0.544099
dtype: float64, 54527: const    -0.120308
vwretd   -1.622146
dtype: float64, 54528: const    -0.027554
vwretd    0.834930
dtype: float64, 54535: const     0.000419
vwretd    1.980812
dtype: float64, 54536: const    -0.004820
vwretd    1.710073
dtype: float64, 54543: const     0.000382
vwretd    1.646764
dtype: float64, 54544: const     0.045960
vwretd    1.072861
dtype: float64, 54551: const    -0.006265
vwretd    1.633555
dtype: float64, 54552: const     0.029160
vwretd    1.082227
dtype: float64, 54578: const    -0.000688
vwretd    0.644144
dtype: float64, 54579: const     0.006174
vwretd    0.580382
dtype: float64, 54586: const    -0.006798
vwretd    1.147542
dtype: float64, 54587: const     0.000567
vwretd    1.168938
dtype: float64, 54594: const     0.001556
vwretd    1.318363
dtype: float64, 54595: const    -0.019078
vwretd    1.352219
dtype: float64, 54607: const     0.012280
vwretd    0.802461
dtype: float64, 54608: const     0.010522
vwretd    1.642679
dtype: float64, 54615: const     0.004792
vwretd    1.306200
dtype: float64, 54616: const     0.010600
vwretd    1.844398
dtype: float64, 54623: const     0.007182
vwretd    0.809533
dtype: float64, 54624: const     0.011817
vwretd    0.291293
dtype: float64, 54631: const     0.004391
vwretd    0.575189
dtype: float64, 54632: const     0.101970
vwretd   -0.145691
dtype: float64, 54658: const     0.007100
vwretd    0.892264
dtype: float64, 54659: const    -0.047324
vwretd    6.565179
dtype: float64, 54666: const     0.008270
vwretd    1.360202
dtype: float64, 54667: const     0.003434
vwretd    0.064008
dtype: float64, 54674: const     0.005878
vwretd    0.749802
dtype: float64, 54675: const     0.009413
vwretd    0.746237
dtype: float64, 54682: const     0.000296
vwretd    1.616380
dtype: float64, 54690: const     0.005947
vwretd    0.743305
dtype: float64, 54691: const     0.007518
vwretd   -0.028021
dtype: float64, 54704: const    -0.000369
vwretd    1.697985
dtype: float64, 54711: const     0.004533
vwretd    0.245799
dtype: float64, 54738: const    -0.031268
vwretd    1.561567
dtype: float64, 54746: const    -0.003403
vwretd    0.834938
dtype: float64, 54747: const    -0.003751
vwretd    0.920114
dtype: float64, 54754: const     0.007073
vwretd    1.039409
dtype: float64, 54755: const    -0.032102
vwretd    0.704975
dtype: float64, 54762: const    -0.011705
vwretd    1.441305
dtype: float64, 54763: const     0.020705
vwretd    1.687352
dtype: float64, 54770: const    -0.002597
vwretd    0.949741
dtype: float64, 54771: const    -0.005954
vwretd    1.286894
dtype: float64, 54789: const    -0.071596
vwretd    0.704093
dtype: float64, 54790: const     0.051349
vwretd    2.169571
dtype: float64, 54797: const     0.010437
vwretd    1.540642
dtype: float64, 54798: const     0.004753
vwretd    1.611784
dtype: float64, 54818: const     0.008931
vwretd    0.570184
dtype: float64, 54819: const     0.022488
vwretd    1.082624
dtype: float64, 54826: const    -0.016648
vwretd    1.505973
dtype: float64, 54827: const     0.00164
vwretd    1.44804
dtype: float64, 54834: const     0.020671
vwretd    2.857410
dtype: float64, 54842: const    -0.024543
vwretd    1.535500
dtype: float64, 54843: const     0.006176
vwretd    0.823527
dtype: float64, 54850: const     0.009174
vwretd    0.875958
dtype: float64, 54869: const     0.017304
vwretd    0.942723
dtype: float64, 54870: const     0.003282
vwretd   -1.229202
dtype: float64, 54877: const    -0.010276
vwretd    1.348559
dtype: float64, 54878: const     0.003987
vwretd    1.620527
dtype: float64, 54885: const     0.000620
vwretd    1.446545
dtype: float64, 54886: const    -0.124294
vwretd   -0.495575
dtype: float64, 54893: const     0.007564
vwretd    2.407697
dtype: float64, 54894: const     0.012802
vwretd    0.293667
dtype: float64, 54906: const     0.017251
vwretd    2.081757
dtype: float64, 54907: const    -0.006423
vwretd    2.755964
dtype: float64, 54914: const     0.001615
vwretd    1.647231
dtype: float64, 54922: const     0.036697
vwretd    1.759197
dtype: float64, 54923: const     0.000159
vwretd    0.918781
dtype: float64, 54930: const     0.004953
vwretd    1.051018
dtype: float64, 54931: const    -0.081892
vwretd   -0.935476
dtype: float64, 54949: const     0.010810
vwretd    1.403226
dtype: float64, 54950: const     0.013334
vwretd    1.029721
dtype: float64, 54957: const    -0.003426
vwretd    1.303666
dtype: float64, 54958: const    -0.046805
vwretd    1.841998
dtype: float64, 54965: const    -0.014503
vwretd    0.828417
dtype: float64, 54966: const     0.004846
vwretd    1.163587
dtype: float64, 54973: const     0.002895
vwretd    0.700422
dtype: float64, 54974: const     0.009323
vwretd    0.184312
dtype: float64, 54981: const    -0.002045
vwretd    0.955670
dtype: float64, 55001: const     0.002006
vwretd    1.596130
dtype: float64, 55002: const     0.016295
vwretd   -0.033827
dtype: float64, 55028: const    -0.001734
vwretd    2.368544
dtype: float64, 55029: const     0.007489
vwretd    0.371629
dtype: float64, 55036: const     0.000348
vwretd    1.312384
dtype: float64, 55037: const    -0.014640
vwretd    2.075348
dtype: float64, 55044: const    -0.005004
vwretd    0.722413
dtype: float64, 55052: const     0.013397
vwretd    1.123274
dtype: float64, 55053: const    -0.010171
vwretd    1.990237
dtype: float64, 55060: const    -0.004493
vwretd    1.486328
dtype: float64, 55061: const    -0.058663
vwretd   -1.072430
dtype: float64, 55079: const    -0.005421
vwretd    1.270091
dtype: float64, 55080: const    -0.027991
vwretd    1.175279
dtype: float64, 55087: const    -0.012878
vwretd    0.866603
dtype: float64, 55088: const     0.000041
vwretd    1.298541
dtype: float64, 55095: const     0.019850
vwretd    1.378612
dtype: float64, 55096: const    -0.000694
vwretd    0.859266
dtype: float64, 55108: const     0.008255
vwretd    1.092932
dtype: float64, 55109: const     0.010719
vwretd    1.873790
dtype: float64, 55116: const    -0.002862
vwretd    0.990858
dtype: float64, 55117: const     0.007635
vwretd    0.659821
dtype: float64, 55124: const     0.006112
vwretd    0.806954
dtype: float64, 55125: const     0.005552
vwretd    0.558764
dtype: float64, 55132: const     0.009604
vwretd    1.666283
dtype: float64, 55133: const     0.001119
vwretd    1.130564
dtype: float64, 55140: const     0.009639
vwretd    2.009060
dtype: float64, 55141: const    -0.033995
vwretd    1.339837
dtype: float64, 55159: const     0.008122
vwretd    1.361313
dtype: float64, 55160: const     0.005362
vwretd    0.616547
dtype: float64, 55167: const     0.003585
vwretd    2.992083
dtype: float64, 55168: const     0.000071
vwretd    1.251836
dtype: float64, 55175: const     0.006637
vwretd    1.948699
dtype: float64, 55183: const    -0.023475
vwretd    0.721208
dtype: float64, 55191: const     0.004607
vwretd    1.038175
dtype: float64, 55192: const     0.073478
vwretd   -0.286793
dtype: float64, 55204: const     0.007848
vwretd    0.525156
dtype: float64, 55212: const     0.003521
vwretd    1.255380
dtype: float64, 55213: const     0.002019
vwretd    1.288911
dtype: float64, 55220: const     0.018366
vwretd    0.601177
dtype: float64, 55221: const     0.021536
vwretd    2.394615
dtype: float64, 55239: const    -0.083186
vwretd    4.262137
dtype: float64, 55247: const    -0.015145
vwretd    1.194863
dtype: float64, 55248: const    -0.032673
vwretd    1.830600
dtype: float64, 55255: const    -0.033104
vwretd    2.808673
dtype: float64, 55256: const     0.010655
vwretd    0.885537
dtype: float64, 55263: const    -0.020602
vwretd    1.257340
dtype: float64, 55264: const    -0.033185
vwretd    0.330241
dtype: float64, 55271: const     0.000056
vwretd    1.618572
dtype: float64, 55272: const     0.013111
vwretd    1.927143
dtype: float64, 55298: const    -0.006582
vwretd    1.666110
dtype: float64, 55299: const     0.047964
vwretd    1.310416
dtype: float64, 55300: const     0.013694
vwretd    1.405391
dtype: float64, 55301: const     0.045535
vwretd    0.763416
dtype: float64, 55319: const     0.005118
vwretd    0.641799
dtype: float64, 55320: const     0.012620
vwretd    2.018651
dtype: float64, 55327: const     0.028259
vwretd    0.994515
dtype: float64, 55328: const     0.002786
vwretd    0.423562
dtype: float64, 55335: const    -0.000787
vwretd    1.420579
dtype: float64, 55336: const     0.005668
vwretd    0.662937
dtype: float64, 55343: const    -0.011872
vwretd    1.517315
dtype: float64, 55344: const    -0.005660
vwretd    0.735167
dtype: float64, 55351: const     0.005057
vwretd    1.093487
dtype: float64, 55352: const     0.010594
vwretd    0.682414
dtype: float64, 55378: const     0.007633
vwretd    0.851148
dtype: float64, 55379: const    -0.003383
vwretd    1.737073
dtype: float64, 55386: const    -0.008223
vwretd    1.613429
dtype: float64, 55387: const     0.017607
vwretd    0.348032
dtype: float64, 55394: const    -0.009064
vwretd    0.728983
dtype: float64, 55395: const     0.022421
vwretd    0.311456
dtype: float64, 55407: const     0.041829
vwretd   -0.099768
dtype: float64, 55408: const    -0.017026
vwretd    1.422957
dtype: float64, 55415: const     0.022169
vwretd    2.221401
dtype: float64, 55416: const    -0.067624
vwretd    1.789953
dtype: float64, 55423: const    -0.014482
vwretd    1.001459
dtype: float64, 55424: const     0.042112
vwretd   -1.429079
dtype: float64, 55431: const     0.024417
vwretd    1.726589
dtype: float64, 55432: const    -0.082901
vwretd    1.697720
dtype: float64, 55458: const    -0.020059
vwretd    0.691451
dtype: float64, 55459: const    -0.004401
vwretd    0.333772
dtype: float64, 55466: const    -0.003358
vwretd    1.083635
dtype: float64, 55467: const     0.006286
vwretd    0.391188
dtype: float64, 55474: const     0.009229
vwretd    1.048330
dtype: float64, 55475: const    -0.018136
vwretd    1.098787
dtype: float64, 55482: const    -0.006658
vwretd    1.799354
dtype: float64, 55483: const     0.011227
vwretd    1.043045
dtype: float64, 55490: const     0.004111
vwretd    0.787429
dtype: float64, 55503: const    -0.056373
vwretd    1.089292
dtype: float64, 55504: const    -0.042398
vwretd    0.442225
dtype: float64, 55511: const     0.003422
vwretd    0.567527
dtype: float64, 55512: const     0.005433
vwretd    0.564375
dtype: float64, 55538: const     0.007440
vwretd    1.143642
dtype: float64, 55539: const     0.012380
vwretd    0.163671
dtype: float64, 55546: const     0.011862
vwretd    0.738139
dtype: float64, 55547: const    -0.061427
vwretd    1.804404
dtype: float64, 55554: const     0.002140
vwretd    0.746563
dtype: float64, 55555: const    -0.004375
vwretd    0.774752
dtype: float64, 55562: const     0.031049
vwretd    1.308170
dtype: float64, 55563: const    -0.076778
vwretd    0.094876
dtype: float64, 55570: const     0.023137
vwretd    0.196590
dtype: float64, 55571: const     0.004117
vwretd    0.681407
dtype: float64, 55589: const     0.002025
vwretd    0.981138
dtype: float64, 55597: const     0.000997
vwretd    1.371592
dtype: float64, 55618: const    -0.011382
vwretd    1.967516
dtype: float64, 55619: const     0.005720
vwretd    0.828127
dtype: float64, 55626: const     0.012660
vwretd    1.216782
dtype: float64, 55634: const     0.004772
vwretd    0.715832
dtype: float64, 55635: const    -0.153610
vwretd    0.586978
dtype: float64, 55642: const     0.013192
vwretd    1.093030
dtype: float64, 55650: const     0.011320
vwretd    1.604153
dtype: float64, 55651: const     0.010325
vwretd    0.465733
dtype: float64, 55669: const     0.001773
vwretd    0.674556
dtype: float64, 55670: const    -0.056592
vwretd    1.010318
dtype: float64, 55677: const     0.009164
vwretd    1.354528
dtype: float64, 55678: const     0.00684
vwretd    0.37060
dtype: float64, 55685: const     0.034466
vwretd    2.117958
dtype: float64, 55686: const     0.015856
vwretd    0.041781
dtype: float64, 55693: const     0.033819
vwretd   -0.739791
dtype: float64, 55694: const     0.020693
vwretd    0.923111
dtype: float64, 55706: const    -0.005841
vwretd    1.415862
dtype: float64, 55707: const    -0.187271
vwretd    8.504315
dtype: float64, 55714: const     0.008943
vwretd    1.203140
dtype: float64, 55722: const     0.019918
vwretd    0.602243
dtype: float64, 55723: const    -0.016122
vwretd   -0.053995
dtype: float64, 55730: const     0.002570
vwretd    1.363086
dtype: float64, 55731: const     0.015250
vwretd    0.160783
dtype: float64, 55749: const     0.009646
vwretd    0.993831
dtype: float64, 55750: const    -0.014187
vwretd    0.858735
dtype: float64, 55757: const     0.090353
vwretd    0.332203
dtype: float64, 55758: const     0.023546
vwretd   -0.195467
dtype: float64, 55765: const     0.002891
vwretd    2.009004
dtype: float64, 55773: const    -0.047254
vwretd    2.600625
dtype: float64, 55774: const    -0.014477
vwretd    1.494639
dtype: float64, 55781: const     0.000669
vwretd    0.961979
dtype: float64, 55782: const     0.002922
vwretd    0.809867
dtype: float64, 55802: const     0.008383
vwretd    0.338264
dtype: float64, 55803: const    -0.018273
vwretd    0.778185
dtype: float64, 55810: const     0.041619
vwretd    1.569359
dtype: float64, 55811: const     0.034348
vwretd    0.669707
dtype: float64, 55829: const     0.06458
vwretd    1.88401
dtype: float64, 55837: const     0.026444
vwretd    0.466207
dtype: float64, 55838: const     0.016466
vwretd    0.482837
dtype: float64, 55845: const    -0.006187
vwretd    1.146721
dtype: float64, 55853: const    -0.004042
vwretd    1.284882
dtype: float64, 55854: const     0.003271
vwretd    1.094657
dtype: float64, 55861: const     0.021624
vwretd    1.058565
dtype: float64, 55862: const     0.014081
vwretd    0.558630
dtype: float64, 55888: const     0.003738
vwretd    0.967451
dtype: float64, 55889: const     0.019207
vwretd    1.012871
dtype: float64, 55896: const     0.021829
vwretd    2.090594
dtype: float64, 55897: const    -0.003685
vwretd    1.361191
dtype: float64, 55909: const     0.052667
vwretd    2.023603
dtype: float64, 55917: const     0.033445
vwretd    2.377908
dtype: float64, 55918: const     0.007293
vwretd    2.272523
dtype: float64, 55925: const     0.042484
vwretd    0.473292
dtype: float64, 55926: const    -0.081035
vwretd    1.625309
dtype: float64, 55933: const     0.020213
vwretd    1.421007
dtype: float64, 55934: const     0.002189
vwretd    0.651683
dtype: float64, 55941: const    -0.005656
vwretd    0.457912
dtype: float64, 55968: const     0.021579
vwretd    1.607703
dtype: float64, 55969: const    -0.025171
vwretd    1.076069
dtype: float64, 55976: const     0.010257
vwretd    0.846894
dtype: float64, 55977: const     0.032246
vwretd    0.103906
dtype: float64, 55984: const     0.006167
vwretd    0.306303
dtype: float64, 55985: const    -0.000376
vwretd    0.719124
dtype: float64, 55992: const     0.080220
vwretd    1.950117
dtype: float64, 55993: const     0.012434
vwretd    0.699182
dtype: float64, 56004: const     0.011275
vwretd    1.627643
dtype: float64, 56005: const     0.069612
vwretd    2.018844
dtype: float64, 56012: const     0.027832
vwretd    1.628463
dtype: float64, 56013: const     0.018896
vwretd    0.962880
dtype: float64, 56020: const     0.007226
vwretd    2.380039
dtype: float64, 56021: const     0.020881
vwretd    1.838600
dtype: float64, 56039: const     0.009811
vwretd    0.950712
dtype: float64, 56040: const     0.005689
vwretd    0.636641
dtype: float64, 56047: const    -0.056874
vwretd    1.250357
dtype: float64, 56048: const     0.017961
vwretd    0.507284
dtype: float64, 56055: const     0.007468
vwretd    0.920177
dtype: float64, 56056: const     0.001392
vwretd    0.683573
dtype: float64, 56063: const     0.007857
vwretd    1.111598
dtype: float64, 56064: const     0.010134
vwretd    1.342710
dtype: float64, 56071: const     0.018103
vwretd    0.685813
dtype: float64, 56072: const    -0.019129
vwretd    1.192218
dtype: float64, 56098: const     0.016473
vwretd    1.193349
dtype: float64, 56099: const     0.336365
vwretd    4.250979
dtype: float64, 56100: const     0.017343
vwretd    0.997675
dtype: float64, 56101: const     0.010252
vwretd    0.301137
dtype: float64, 56119: const     0.004279
vwretd    0.742786
dtype: float64, 56120: const    -0.029264
vwretd    1.131032
dtype: float64, 56127: const     0.018683
vwretd    0.866059
dtype: float64, 56128: const    -0.001889
vwretd    0.744788
dtype: float64, 56135: const     0.014193
vwretd    1.331425
dtype: float64, 56136: const     0.018820
vwretd    1.053282
dtype: float64, 56143: const    -0.005551
vwretd    1.498538
dtype: float64, 56144: const    -0.075087
vwretd   -0.607055
dtype: float64, 56151: const     0.007467
vwretd    0.723945
dtype: float64, 56152: const     0.013007
vwretd    0.653088
dtype: float64, 56178: const     0.008057
vwretd    1.323527
dtype: float64, 56179: const    -0.009428
vwretd    0.367698
dtype: float64, 56186: const     0.008998
vwretd    2.056516
dtype: float64, 56187: const    -0.057570
vwretd    1.019013
dtype: float64, 56194: const     0.011372
vwretd    1.478229
dtype: float64, 56195: const    -0.057570
vwretd    1.019013
dtype: float64, 56207: const     0.007237
vwretd    1.466570
dtype: float64, 56208: const     0.007734
vwretd    0.845233
dtype: float64, 56215: const    -0.026798
vwretd    1.920592
dtype: float64, 56216: const     0.006272
vwretd    0.689129
dtype: float64, 56223: const    -0.000603
vwretd    1.648665
dtype: float64, 56231: const     0.095735
vwretd    0.597908
dtype: float64, 56232: const     0.001666
vwretd    0.720486
dtype: float64, 56258: const     0.015295
vwretd    1.316428
dtype: float64, 56266: const     0.000864
vwretd    1.537767
dtype: float64, 56267: const     0.016759
vwretd    0.310738
dtype: float64, 56274: const     0.008417
vwretd    0.688924
dtype: float64, 56275: const     0.012821
vwretd    0.529399
dtype: float64, 56282: const     0.007741
vwretd    1.586012
dtype: float64, 56290: const     0.004721
vwretd    0.769275
dtype: float64, 56291: const     0.009301
vwretd    0.746109
dtype: float64, 56303: const    -0.016885
vwretd    1.361789
dtype: float64, 56311: const     0.007394
vwretd    0.706669
dtype: float64, 56312: const     0.010732
vwretd    2.127512
dtype: float64, 56338: const    -0.015659
vwretd    1.429247
dtype: float64, 56339: const     0.012912
vwretd    1.170761
dtype: float64, 56346: const     0.035732
vwretd   -0.009624
dtype: float64, 56347: const    -0.008051
vwretd    1.119747
dtype: float64, 56354: const     0.000253
vwretd    1.371276
dtype: float64, 56355: const     0.009670
vwretd    1.729839
dtype: float64, 56362: const    -0.010643
vwretd    1.583864
dtype: float64, 56363: const     0.000758
vwretd    1.189013
dtype: float64, 56370: const     0.013619
vwretd    1.260873
dtype: float64, 56371: const     0.003027
vwretd    2.265499
dtype: float64, 56389: const     0.015996
vwretd    1.298059
dtype: float64, 56397: const     0.002170
vwretd    0.897627
dtype: float64, 56398: const    -0.132992
vwretd    0.270625
dtype: float64, 56418: const     0.012028
vwretd    0.616108
dtype: float64, 56419: const     0.001994
vwretd    0.686828
dtype: float64, 56426: const    -0.022022
vwretd    2.122561
dtype: float64, 56427: const     0.025737
vwretd    1.025959
dtype: float64, 56434: const     0.005333
vwretd    1.230725
dtype: float64, 56435: const     0.010177
vwretd    0.711296
dtype: float64, 56442: const     0.001587
vwretd    1.339182
dtype: float64, 56450: const     0.004869
vwretd    1.036914
dtype: float64, 56469: const    -0.010771
vwretd    1.691979
dtype: float64, 56477: const     0.012153
vwretd    2.078172
dtype: float64, 56478: const     0.008917
vwretd    1.097769
dtype: float64, 56485: const    -0.003658
vwretd    1.279113
dtype: float64, 56486: const     0.008958
vwretd    0.406070
dtype: float64, 56493: const     0.005921
vwretd    0.868367
dtype: float64, 56506: const    -0.015306
vwretd    1.999057
dtype: float64, 56507: const    -0.033655
vwretd    1.135431
dtype: float64, 56515: const     0.013717
vwretd    0.485212
dtype: float64, 56522: const     0.008747
vwretd    1.077342
dtype: float64, 56523: const    -0.098614
vwretd    2.399854
dtype: float64, 56530: const    -0.008232
vwretd    1.710091
dtype: float64, 56531: const    -0.002597
vwretd    1.392223
dtype: float64, 56549: const    -0.010069
vwretd    1.260996
dtype: float64, 56550: const    -0.020692
vwretd    3.702185
dtype: float64, 56557: const     0.007372
vwretd    1.527500
dtype: float64, 56565: const     0.006776
vwretd    0.475310
dtype: float64, 56566: const     0.017189
vwretd    0.852946
dtype: float64, 56573: const     0.003884
vwretd    1.067936
dtype: float64, 56574: const    -0.118797
vwretd    1.357717
dtype: float64, 56581: const     0.004867
vwretd    0.223903
dtype: float64, 56602: const     0.004710
vwretd    1.014198
dtype: float64, 56603: const    -0.044183
vwretd    1.304117
dtype: float64, 56610: const     0.006004
vwretd    0.750144
dtype: float64, 56611: const     0.009672
vwretd    0.381445
dtype: float64, 56629: const     0.003575
vwretd    1.136148
dtype: float64, 56630: const     0.007506
vwretd    0.562799
dtype: float64, 56637: const    -0.026143
vwretd    2.630927
dtype: float64, 56638: const     0.012422
vwretd    0.127241
dtype: float64, 56645: const     0.014680
vwretd    0.483046
dtype: float64, 56646: const    -0.111171
vwretd    1.401180
dtype: float64, 56653: const     0.002602
vwretd    0.544028
dtype: float64, 56654: const     0.024568
vwretd    2.483844
dtype: float64, 56661: const     0.013176
vwretd    0.974263
dtype: float64, 56662: const     0.023683
vwretd    0.983559
dtype: float64, 56688: const     0.016566
vwretd    1.750303
dtype: float64, 56689: const    -0.007914
vwretd    1.868713
dtype: float64, 56696: const     0.005659
vwretd    0.246047
dtype: float64, 56697: const     0.015850
vwretd    0.223771
dtype: float64, 56709: const     0.033921
vwretd    1.656378
dtype: float64, 56710: const     0.009048
vwretd    0.286028
dtype: float64, 56717: const     0.020976
vwretd    1.635464
dtype: float64, 56725: const    -0.089677
vwretd    1.330789
dtype: float64, 56726: const     0.008242
vwretd    0.386452
dtype: float64, 56733: const     0.012177
vwretd    0.587376
dtype: float64, 56734: const    -0.007768
vwretd    0.061864
dtype: float64, 56741: const     0.000317
vwretd    1.297194
dtype: float64, 56742: const     0.009608
vwretd    0.690399
dtype: float64, 56768: const    -0.009585
vwretd    1.245798
dtype: float64, 56769: const     0.033492
vwretd    1.063920
dtype: float64, 56776: const    -0.010162
vwretd    1.369207
dtype: float64, 56777: const     0.012165
vwretd    0.841875
dtype: float64, 56784: const     0.007250
vwretd    1.102214
dtype: float64, 56785: const    -0.014483
vwretd    0.321421
dtype: float64, 56792: const     0.015145
vwretd    1.179228
dtype: float64, 56793: const     0.010817
vwretd   -0.136544
dtype: float64, 56805: const    -0.011733
vwretd    1.028754
dtype: float64, 56813: const     0.005732
vwretd    0.246376
dtype: float64, 56814: const     0.017811
vwretd    0.416552
dtype: float64, 56821: const    -0.055060
vwretd    0.957108
dtype: float64, 56822: const     0.002782
vwretd    1.061023
dtype: float64, 56848: const     0.006516
vwretd    1.297036
dtype: float64, 56849: const     0.008983
vwretd    1.055324
dtype: float64, 56856: const     0.004223
vwretd    0.821275
dtype: float64, 56857: const     0.001480
vwretd   -0.016013
dtype: float64, 56864: const     0.01854
vwretd    0.72154
dtype: float64, 56865: const     0.002666
vwretd   -0.216050
dtype: float64, 56872: const    -0.013959
vwretd    1.493907
dtype: float64, 56873: const     0.003542
vwretd    1.125753
dtype: float64, 56880: const     0.005766
vwretd    1.802088
dtype: float64, 56881: const    -0.046962
vwretd    1.322493
dtype: float64, 56899: const     0.006445
vwretd    1.609570
dtype: float64, 56900: const    -0.006360
vwretd    0.753185
dtype: float64, 56901: const     0.008757
vwretd    1.114001
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vwretd    0.573717
dtype: float64, 56928: const    -0.007062
vwretd    2.633349
dtype: float64, 56929: const    -0.034544
vwretd    0.001689
dtype: float64, 56936: const     0.004254
vwretd    0.260909
dtype: float64, 56937: const     0.019593
vwretd    1.222178
dtype: float64, 56944: const     0.005208
vwretd    0.314814
dtype: float64, 56945: const     0.009281
vwretd    0.749312
dtype: float64, 56952: const     0.007333
vwretd    0.383525
dtype: float64, 56953: const    -0.031516
vwretd    2.793621
dtype: float64, 56960: const     0.003515
vwretd    1.097337
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vwretd    0.871861
dtype: float64, 56979: const     0.006164
vwretd    0.191526
dtype: float64, 56980: const    -0.019392
vwretd    0.343990
dtype: float64, 56987: const     0.005883
vwretd    0.233899
dtype: float64, 56995: const     0.000426
vwretd    1.944860
dtype: float64, 56996: const     0.005516
vwretd    2.089610
dtype: float64, 57007: const     0.000867
vwretd    0.882909
dtype: float64, 57008: const     0.018374
vwretd    0.208710
dtype: float64, 57015: const    -0.017773
vwretd    1.590796
dtype: float64, 57016: const     0.019255
vwretd    0.368481
dtype: float64, 57023: const    -0.000948
vwretd    1.094478
dtype: float64, 57024: const     0.117724
vwretd   -2.420893
dtype: float64, 57031: const     0.016107
vwretd    1.323137
dtype: float64, 57032: const     0.014902
vwretd    1.061110
dtype: float64, 57058: const    -0.005075
vwretd    1.755345
dtype: float64, 57059: const    -0.061181
vwretd    0.055045
dtype: float64, 57066: const     0.002852
vwretd    1.017316
dtype: float64, 57067: const     0.012372
vwretd    0.644259
dtype: float64, 57074: const     0.004560
vwretd    0.285025
dtype: float64, 57075: const     0.002920
vwretd    0.780986
dtype: float64, 57082: const     0.004781
vwretd    0.210171
dtype: float64, 57083: const     0.178203
vwretd   -0.752226
dtype: float64, 57090: const     0.001126
vwretd    1.155870
dtype: float64, 57091: const    -0.059256
vwretd    2.646513
dtype: float64, 57103: const     0.005490
vwretd    0.197718
dtype: float64, 57104: const    -0.006900
vwretd    0.766718
dtype: float64, 57111: const     0.004018
vwretd    0.317362
dtype: float64, 57112: const    -0.014423
vwretd    0.134368
dtype: float64, 57138: const    -0.001653
vwretd    0.935312
dtype: float64, 57139: const    -0.027324
vwretd   -1.777365
dtype: float64, 57146: const     0.015479
vwretd    0.974419
dtype: float64, 57147: const    -0.001848
vwretd    1.438024
dtype: float64, 57154: const     0.000925
vwretd    1.009928
dtype: float64, 57155: const    -0.00883
vwretd    1.32510
dtype: float64, 57162: const     0.007225
vwretd    1.512482
dtype: float64, 57163: const     0.003461
vwretd    0.791630
dtype: float64, 57170: const    -0.011497
vwretd    1.055316
dtype: float64, 57171: const     0.016838
vwretd    1.186136
dtype: float64, 57189: const     0.035654
vwretd    2.163471
dtype: float64, 57190: const     0.007803
vwretd    0.756352
dtype: float64, 57197: const     0.002207
vwretd    1.176565
dtype: float64, 57198: const     0.013526
vwretd    1.148169
dtype: float64, 57218: const     0.018577
vwretd    0.363269
dtype: float64, 57219: const    -0.003295
vwretd   -0.127403
dtype: float64, 57226: const     0.001152
vwretd    1.496807
dtype: float64, 57234: const     0.014529
vwretd    1.483016
dtype: float64, 57235: const     0.021061
vwretd    0.903389
dtype: float64, 57242: const    -0.037162
vwretd    1.373694
dtype: float64, 57250: const    -0.004844
vwretd    1.273359
dtype: float64, 57251: const     0.006829
vwretd    0.981624
dtype: float64, 57269: const     0.010325
vwretd    0.613074
dtype: float64, 57270: const    -0.012115
vwretd    1.209642
dtype: float64, 57277: const     0.006583
vwretd    0.646083
dtype: float64, 57285: const    -0.080152
vwretd    0.093173
dtype: float64, 57286: const     0.004767
vwretd    0.764251
dtype: float64, 57293: const     0.002236
vwretd    0.521590
dtype: float64, 57306: const     0.007076
vwretd    1.518434
dtype: float64, 57307: const    -0.042883
vwretd    2.245422
dtype: float64, 57314: const     0.016578
vwretd    1.272038
dtype: float64, 57315: const    -0.039765
vwretd    1.769970
dtype: float64, 57322: const     0.019954
vwretd    0.763128
dtype: float64, 57323: const    -0.044453
vwretd    1.026369
dtype: float64, 57330: const     0.007483
vwretd    0.622563
dtype: float64, 57331: const     0.016079
vwretd    0.437165
dtype: float64, 57349: const     0.022793
vwretd    0.928546
dtype: float64, 57350: const     0.064535
vwretd    0.781198
dtype: float64, 57357: const    -0.002453
vwretd    1.215332
dtype: float64, 57358: const     0.014312
vwretd    0.498865
dtype: float64, 57365: const     0.005909
vwretd    0.239316
dtype: float64, 57366: const    -0.018895
vwretd    1.764941
dtype: float64, 57373: const    -0.010094
vwretd    1.163930
dtype: float64, 57374: const     0.020691
vwretd    0.510397
dtype: float64, 57381: const     0.002641
vwretd    1.336246
dtype: float64, 57382: const    -0.025564
vwretd    1.775540
dtype: float64, 57402: const    -0.040193
vwretd    1.494559
dtype: float64, 57403: const    -0.002495
vwretd    0.907764
dtype: float64, 57410: const     0.004650
vwretd    0.265376
dtype: float64, 57429: const     0.042727
vwretd    0.641318
dtype: float64, 57430: const    -0.035257
vwretd    0.595694
dtype: float64, 57437: const     0.002824
vwretd    1.038408
dtype: float64, 57438: const     0.042666
vwretd    0.788242
dtype: float64, 57445: const     0.015228
vwretd    0.805296
dtype: float64, 57446: const     0.002318
vwretd    0.977533
dtype: float64, 57453: const    -0.015083
vwretd    2.436565
dtype: float64, 57454: const     0.018438
vwretd    1.090713
dtype: float64, 57461: const     0.002297
vwretd    1.367479
dtype: float64, 57462: const     0.025688
vwretd    0.276080
dtype: float64, 57488: const    -0.024887
vwretd    1.367912
dtype: float64, 57489: const    -0.001127
vwretd    0.700197
dtype: float64, 57496: const    -0.014627
vwretd    0.790377
dtype: float64, 57497: const    -0.065644
vwretd   -1.190317
dtype: float64, 57509: const    -0.002781
vwretd    0.969958
dtype: float64, 57510: const     0.008051
vwretd    1.102406
dtype: float64, 57517: const     0.003885
vwretd    1.946794
dtype: float64, 57518: const     0.011670
vwretd    0.640437
dtype: float64, 57525: const     0.018287
vwretd    1.042260
dtype: float64, 57526: const     0.006473
vwretd    1.732736
dtype: float64, 57533: const    -0.007628
vwretd    0.848480
dtype: float64, 57534: const     0.003312
vwretd    1.782970
dtype: float64, 57541: const     0.016617
vwretd    0.933824
dtype: float64, 57542: const    -0.006261
vwretd    1.242901
dtype: float64, 57568: const     0.008152
vwretd    0.700474
dtype: float64, 57569: const    -0.050607
vwretd    2.179192
dtype: float64, 57576: const    -0.041803
vwretd    1.100967
dtype: float64, 57577: const    -0.003866
vwretd    1.795971
dtype: float64, 57584: const     0.006421
vwretd    0.178814
dtype: float64, 57592: const    -0.009157
vwretd    1.760570
dtype: float64, 57605: const     0.025957
vwretd    0.767164
dtype: float64, 57606: const    -0.141032
vwretd    1.318057
dtype: float64, 57613: const     0.012880
vwretd    1.084013
dtype: float64, 57614: const    -0.070585
vwretd    1.666182
dtype: float64, 57621: const     0.020859
vwretd    0.058659
dtype: float64, 57622: const     0.033115
vwretd    1.491664
dtype: float64, 57648: const     0.001142
vwretd    0.871518
dtype: float64, 57649: const     0.006931
vwretd    1.184908
dtype: float64, 57656: const     0.017928
vwretd    0.889558
dtype: float64, 57657: const     0.006974
vwretd    1.146603
dtype: float64, 57664: const     0.024430
vwretd    0.857374
dtype: float64, 57665: const     0.009533
vwretd    0.995821
dtype: float64, 57672: const     0.018309
vwretd    0.987032
dtype: float64, 57673: const     0.003259
vwretd    0.707188
dtype: float64, 57680: const     0.087093
vwretd    2.192202
dtype: float64, 57681: const     0.004446
vwretd    0.676289
dtype: float64, 57699: const    -0.019150
vwretd    2.225229
dtype: float64, 57700: const    -0.062394
vwretd    0.649578
dtype: float64, 57701: const    -0.016038
vwretd    1.555688
dtype: float64, 57728: const    -0.001101
vwretd    1.501500
dtype: float64, 57729: const    -0.025352
vwretd    0.482440
dtype: float64, 57736: const     0.004835
vwretd    0.941910
dtype: float64, 57744: const     0.016874
vwretd    1.017677
dtype: float64, 57745: const     0.006216
vwretd    0.840868
dtype: float64, 57753: const    -0.006217
vwretd    0.361505
dtype: float64, 57760: const     0.038318
vwretd    2.309734
dtype: float64, 57761: const     0.021282
vwretd    0.289928
dtype: float64, 57779: const     0.011877
vwretd    0.992512
dtype: float64, 57780: const     0.005888
vwretd    0.651563
dtype: float64, 57787: const     0.033564
vwretd    1.460355
dtype: float64, 57795: const     0.000787
vwretd    2.156615
dtype: float64, 57808: const     0.002776
vwretd    1.534124
dtype: float64, 57809: const     0.005892
vwretd    0.969703
dtype: float64, 57816: const     0.014527
vwretd    1.585663
dtype: float64, 57817: const     0.002145
vwretd    1.509527
dtype: float64, 57824: const     0.004214
vwretd    1.653859
dtype: float64, 57825: const    -0.012652
vwretd   -0.016702
dtype: float64, 57832: const     0.000957
vwretd    0.858765
dtype: float64, 57840: const     0.030241
vwretd    0.329619
dtype: float64, 57841: const    -0.027923
vwretd    1.045010
dtype: float64, 57859: const     0.004095
vwretd    0.557561
dtype: float64, 57860: const    -0.037283
vwretd    0.203716
dtype: float64, 57867: const     0.017239
vwretd    1.639128
dtype: float64, 57875: const     0.076065
vwretd    2.588673
dtype: float64, 57876: const    -0.031025
vwretd    0.974919
dtype: float64, 57883: const    -0.011871
vwretd    1.398899
dtype: float64, 57884: const     0.003907
vwretd    1.137308
dtype: float64, 57891: const    -0.013003
vwretd    1.361705
dtype: float64, 57892: const    -0.049213
vwretd    1.396428
dtype: float64, 57904: const     0.007920
vwretd    1.143119
dtype: float64, 57912: const     0.020093
vwretd    0.729335
dtype: float64, 57913: const     0.008728
vwretd    1.023566
dtype: float64, 57920: const     0.014611
vwretd    1.422564
dtype: float64, 57921: const    -0.014926
vwretd   -0.039326
dtype: float64, 57939: const     0.007633
vwretd    1.329581
dtype: float64, 57940: const    -0.121065
vwretd    1.549185
dtype: float64, 57947: const     0.012462
vwretd    1.230024
dtype: float64, 57948: const    -0.022870
vwretd    0.119968
dtype: float64, 57955: const     0.009634
vwretd    0.676854
dtype: float64, 57963: const     0.005716
vwretd    0.668093
dtype: float64, 57964: const     0.013337
vwretd    0.466748
dtype: float64, 57971: const     0.007258
vwretd    0.491363
dtype: float64, 57998: const     0.005580
vwretd    1.133319
dtype: float64, 57999: const    -0.000403
vwretd    1.581487
dtype: float64, 58018: const     0.004913
vwretd    1.352922
dtype: float64, 58019: const     0.001398
vwretd   -0.782573
dtype: float64, 58026: const    -0.002589
vwretd    1.613888
dtype: float64, 58034: const     0.026038
vwretd    0.870109
dtype: float64, 58035: const    -0.018259
vwretd    1.239196
dtype: float64, 58042: const     0.074426
vwretd    1.082440
dtype: float64, 58043: const     0.009047
vwretd    0.631011
dtype: float64, 58050: const     0.011351
vwretd    1.103733
dtype: float64, 58051: const     0.018204
vwretd    0.169128
dtype: float64, 58069: const    -0.009818
vwretd    1.306900
dtype: float64, 58070: const     0.012799
vwretd    0.530137
dtype: float64, 58077: const    -0.005835
vwretd    0.838831
dtype: float64, 58078: const     0.008777
vwretd    1.307968
dtype: float64, 58085: const    -0.000020
vwretd    1.206148
dtype: float64, 58086: const     0.069314
vwretd    0.148529
dtype: float64, 58093: const     0.000076
vwretd    0.819461
dtype: float64, 58094: const     0.01014
vwretd    0.69777
dtype: float64, 58106: const     0.020308
vwretd    1.154800
dtype: float64, 58107: const    -0.016656
vwretd    1.522514
dtype: float64, 58114: const     0.007684
vwretd    0.226474
dtype: float64, 58115: const     0.036339
vwretd    0.295780
dtype: float64, 58122: const    -0.005525
vwretd    1.302224
dtype: float64, 58130: const     0.003156
vwretd    1.325457
dtype: float64, 58149: const     0.000043
vwretd    1.852446
dtype: float64, 58150: const     0.001419
vwretd    0.800372
dtype: float64, 58157: const    -0.079966
vwretd    0.392682
dtype: float64, 58158: const     0.034682
vwretd    1.249116
dtype: float64, 58165: const    -0.015751
vwretd    1.770459
dtype: float64, 58166: const     0.001431
vwretd    1.398142
dtype: float64, 58173: const    -0.005046
vwretd    1.469321
dtype: float64, 58174: const     0.017902
vwretd    0.568138
dtype: float64, 58181: const     0.003938
vwretd    1.441952
dtype: float64, 58182: const     0.024799
vwretd    0.355760
dtype: float64, 58202: const     0.009704
vwretd    0.377420
dtype: float64, 58203: const     0.006390
vwretd    0.648226
dtype: float64, 58210: const     0.054117
vwretd    0.383676
dtype: float64, 58211: const    -0.010778
vwretd    1.551424
dtype: float64, 58229: const     0.015052
vwretd    1.288115
dtype: float64, 58230: const     0.004204
vwretd    0.565812
dtype: float64, 58237: const     0.003297
vwretd    2.120092
dtype: float64, 58238: const    -0.011014
vwretd    0.869106
dtype: float64, 58245: const     0.003932
vwretd    1.643874
dtype: float64, 58246: const     0.003499
vwretd    0.926717
dtype: float64, 58253: const     0.000995
vwretd    0.829286
dtype: float64, 58261: const     0.006085
vwretd    1.124314
dtype: float64, 58262: const    -0.005280
vwretd    0.357088
dtype: float64, 58288: const     0.006346
vwretd    0.195161
dtype: float64, 58289: const     0.017288
vwretd    0.694590
dtype: float64, 58296: const     0.012672
vwretd    1.203335
dtype: float64, 58297: const     0.023092
vwretd   -0.232673
dtype: float64, 58309: const    -0.079531
vwretd    1.111906
dtype: float64, 58310: const     0.025234
vwretd   -0.103050
dtype: float64, 58317: const     0.008022
vwretd    1.877263
dtype: float64, 58318: const     0.000590
vwretd    1.405559
dtype: float64, 58325: const    -0.013908
vwretd    1.098291
dtype: float64, 58333: const    -0.011418
vwretd    1.077838
dtype: float64, 58334: const     0.005641
vwretd    0.461487
dtype: float64, 58341: const     0.000846
vwretd    0.885533
dtype: float64, 58342: const     0.037589
vwretd   -1.333264
dtype: float64, 58368: const     0.011858
vwretd    1.377590
dtype: float64, 58369: const     0.004884
vwretd    0.650219
dtype: float64, 58376: const    -0.002440
vwretd    1.348343
dtype: float64, 58384: const     0.002029
vwretd    1.414718
dtype: float64, 58385: const     0.002636
vwretd    0.858618
dtype: float64, 58392: const     0.012458
vwretd    0.513729
dtype: float64, 58393: const     0.005019
vwretd    1.042996
dtype: float64, 58405: const     0.007867
vwretd    1.133235
dtype: float64, 58406: const     0.000054
vwretd    0.461246
dtype: float64, 58413: const     0.005928
vwretd    0.699088
dtype: float64, 58414: const     0.005494
vwretd    0.736268
dtype: float64, 58421: const     0.006722
vwretd    0.808255
dtype: float64, 58448: const     0.025711
vwretd    1.112841
dtype: float64, 58456: const     0.008469
vwretd    2.073190
dtype: float64, 58457: const     0.033785
vwretd    1.786002
dtype: float64, 58464: const     0.001297
vwretd    1.625642
dtype: float64, 58465: const     0.002355
vwretd    1.714208
dtype: float64, 58472: const     0.000170
vwretd    1.164311
dtype: float64, 58473: const     0.001409
vwretd    0.847880
dtype: float64, 58480: const    -0.001646
vwretd    1.611227
dtype: float64, 58481: const     0.026776
vwretd    1.323689
dtype: float64, 58499: const     0.025238
vwretd    1.736977
dtype: float64, 58500: const     0.007689
vwretd    1.449937
dtype: float64, 58501: const    -0.001725
vwretd    1.324160
dtype: float64, 58502: const     0.024241
vwretd   -0.615915
dtype: float64, 58528: const    -0.003282
vwretd    1.002101
dtype: float64, 58536: const     0.01249
vwretd    1.36787
dtype: float64, 58537: const    -0.111368
vwretd   -0.285643
dtype: float64, 58544: const     0.002680
vwretd    0.929312
dtype: float64, 58545: const    -0.086639
vwretd   -0.822620
dtype: float64, 58552: const     0.004332
vwretd    0.626586
dtype: float64, 58560: const     0.006876
vwretd    0.802851
dtype: float64, 58579: const     0.027268
vwretd    1.207936
dtype: float64, 58587: const     0.009658
vwretd    0.464173
dtype: float64, 58595: const     0.032166
vwretd    1.472820
dtype: float64, 58596: const     0.006326
vwretd    0.972219
dtype: float64, 58608: const     0.006203
vwretd    1.002078
dtype: float64, 58609: const    -0.014513
vwretd    0.377421
dtype: float64, 58616: const    -0.009658
vwretd    1.048533
dtype: float64, 58617: const     0.031312
vwretd    2.055410
dtype: float64, 58624: const     0.009459
vwretd    1.016690
dtype: float64, 58625: const     0.008539
vwretd    0.849203
dtype: float64, 58632: const     0.000203
vwretd    1.019685
dtype: float64, 58633: const    -0.229062
vwretd    7.300899
dtype: float64, 58640: const    -0.013135
vwretd    1.943885
dtype: float64, 58641: const    -0.001412
vwretd    1.131927
dtype: float64, 58659: const     0.009452
vwretd    1.438066
dtype: float64, 58660: const    -0.002307
vwretd    0.834682
dtype: float64, 58667: const     0.009425
vwretd    1.055671
dtype: float64, 58668: const     0.001076
vwretd    1.724546
dtype: float64, 58675: const    -0.009812
vwretd    1.435847
dtype: float64, 58676: const    -0.029379
vwretd    1.380147
dtype: float64, 58683: const     0.009613
vwretd    1.084271
dtype: float64, 58684: const     0.001769
vwretd    2.157030
dtype: float64, 58691: const     0.016401
vwretd    1.256760
dtype: float64, 58692: const    -0.006513
vwretd    0.923468
dtype: float64, 58704: const    -0.004576
vwretd    0.767924
dtype: float64, 58712: const     0.03137
vwretd    2.07931
dtype: float64, 58713: const    -0.025451
vwretd    1.456980
dtype: float64, 58720: const    -0.005377
vwretd    1.720050
dtype: float64, 58721: const    -0.033235
vwretd   -0.035176
dtype: float64, 58739: const     0.002228
vwretd    1.472342
dtype: float64, 58740: const    -0.003163
vwretd    0.726888
dtype: float64, 58747: const     0.067143
vwretd    0.042411
dtype: float64, 58748: const     0.123163
vwretd    0.946693
dtype: float64, 58755: const     0.007117
vwretd    1.014740
dtype: float64, 58756: const     0.006728
vwretd    0.967435
dtype: float64, 58763: const    -0.014502
vwretd    0.830373
dtype: float64, 58764: const     0.01648
vwretd    0.38367
dtype: float64, 58771: const     0.005520
vwretd    1.070836
dtype: float64, 58772: const     0.009876
vwretd    0.654606
dtype: float64, 58798: const     0.017110
vwretd    1.500368
dtype: float64, 58799: const    -0.011493
vwretd    1.410524
dtype: float64, 58800: const     0.001788
vwretd    1.081360
dtype: float64, 58801: const    -0.014835
vwretd    1.291357
dtype: float64, 58819: const     0.007469
vwretd    0.371527
dtype: float64, 58820: const     0.019213
vwretd    0.068172
dtype: float64, 58827: const    -0.000083
vwretd    1.161769
dtype: float64, 58828: const    -0.009106
vwretd    0.661339
dtype: float64, 58835: const     0.017586
vwretd    0.730985
dtype: float64, 58836: const     0.011076
vwretd    0.780799
dtype: float64, 58843: const     0.006809
vwretd    1.131248
dtype: float64, 58844: const     0.022038
vwretd    0.853458
dtype: float64, 58851: const     0.003536
vwretd    1.320506
dtype: float64, 58852: const     0.005754
vwretd    1.396911
dtype: float64, 58878: const     0.008855
vwretd    0.751356
dtype: float64, 58879: const    -0.007294
vwretd    0.718718
dtype: float64, 58886: const     0.011225
vwretd    0.786537
dtype: float64, 58894: const    -0.007954
vwretd    1.124281
dtype: float64, 58895: const    -0.043427
vwretd    1.091592
dtype: float64, 58907: const     0.012303
vwretd    0.760896
dtype: float64, 58915: const     0.013990
vwretd    1.383953
dtype: float64, 58916: const     0.040519
vwretd    2.090796
dtype: float64, 58923: const     0.040126
vwretd    1.859802
dtype: float64, 58924: const    -0.069177
vwretd   -1.932403
dtype: float64, 58931: const    -0.001538
vwretd    1.514597
dtype: float64, 58932: const     0.076883
vwretd    1.502616
dtype: float64, 58958: const     0.010915
vwretd    0.955183
dtype: float64, 58959: const     0.008824
vwretd    1.760247
dtype: float64, 58966: const     0.041599
vwretd    2.026193
dtype: float64, 58967: const     0.064971
vwretd   -0.345752
dtype: float64, 58974: const     0.020370
vwretd   -0.240076
dtype: float64, 58975: const     0.000306
vwretd    1.617634
dtype: float64, 58982: const     0.015553
vwretd    0.807608
dtype: float64, 58983: const     0.017495
vwretd    2.677100
dtype: float64, 58990: const     0.000062
vwretd    1.142407
dtype: float64, 59002: const    -0.012864
vwretd    1.959199
dtype: float64, 59010: const     0.005043
vwretd    1.527299
dtype: float64, 59011: const    -0.026683
vwretd    0.912244
dtype: float64, 59029: const     0.003540
vwretd    1.284824
dtype: float64, 59030: const    -0.045202
vwretd    0.471646
dtype: float64, 59037: const    -0.051487
vwretd    1.041152
dtype: float64, 59038: const     0.022463
vwretd    1.129159
dtype: float64, 59045: const     0.002447
vwretd    1.132677
dtype: float64, 59053: const    -0.003369
vwretd    1.160971
dtype: float64, 59061: const     0.006935
vwretd    1.275630
dtype: float64, 59062: const     0.016975
vwretd    1.899769
dtype: float64, 59088: const     0.057025
vwretd    1.519838
dtype: float64, 59089: const    -0.004853
vwretd    1.588909
dtype: float64, 59096: const     0.004512
vwretd    1.109231
dtype: float64, 59097: const     0.010508
vwretd    1.264345
dtype: float64, 59109: const    -0.018770
vwretd    1.354477
dtype: float64, 59110: const     0.000854
vwretd    0.601004
dtype: float64, 59117: const     0.002757
vwretd    0.978389
dtype: float64, 59118: const     0.010656
vwretd    0.500698
dtype: float64, 59125: const     0.010724
vwretd    1.291009
dtype: float64, 59126: const     0.005660
vwretd    0.786759
dtype: float64, 59134: const     0.014528
vwretd    0.446639
dtype: float64, 59141: const     0.010323
vwretd    1.087624
dtype: float64, 59142: const     0.002813
vwretd    0.727635
dtype: float64, 59168: const    -0.007241
vwretd    1.122136
dtype: float64, 59169: const     0.123712
vwretd    0.219339
dtype: float64, 59176: const    -0.000383
vwretd    1.321910
dtype: float64, 59177: const    -0.030177
vwretd    3.303398
dtype: float64, 59184: const     0.006994
vwretd    0.610213
dtype: float64, 59185: const     0.006342
vwretd    0.589514
dtype: float64, 59192: const     0.006874
vwretd    0.654833
dtype: float64, 59193: const    -0.007683
vwretd    0.607930
dtype: float64, 59205: const     0.005528
vwretd    1.304056
dtype: float64, 59206: const    -0.046171
vwretd    0.907862
dtype: float64, 59213: const     0.001302
vwretd    1.314327
dtype: float64, 59214: const    -0.026276
vwretd    0.453185
dtype: float64, 59221: const     0.003129
vwretd    1.077420
dtype: float64, 59222: const     0.006985
vwretd    0.319442
dtype: float64, 59248: const     0.001116
vwretd    0.693427
dtype: float64, 59249: const    -0.052221
vwretd    0.795294
dtype: float64, 59256: const     0.003103
vwretd    0.821734
dtype: float64, 59264: const     0.008269
vwretd    0.740379
dtype: float64, 59265: const    -0.128190
vwretd    0.510235
dtype: float64, 59272: const    -0.019429
vwretd    1.072873
dtype: float64, 59273: const    -0.051608
vwretd    0.589056
dtype: float64, 59280: const     0.055845
vwretd    2.731775
dtype: float64, 59281: const     0.045641
vwretd    1.149350
dtype: float64, 59300: const     0.006894
vwretd    0.556844
dtype: float64, 59301: const     0.013993
vwretd    0.591926
dtype: float64, 59328: const     0.004633
vwretd    1.472099
dtype: float64, 59336: const     0.015210
vwretd    1.856965
dtype: float64, 59337: const    -0.008943
vwretd    0.055041
dtype: float64, 59344: const     0.004677
vwretd    0.551612
dtype: float64, 59345: const     0.010547
vwretd    0.556292
dtype: float64, 59352: const     0.000074
vwretd    1.242371
dtype: float64, 59360: const     0.011593
vwretd    1.270125
dtype: float64, 59379: const     0.002076
vwretd    1.010793
dtype: float64, 59380: const     0.007829
vwretd    0.718881
dtype: float64, 59387: const     0.010118
vwretd    0.698872
dtype: float64, 59395: const     0.009616
vwretd    0.452079
dtype: float64, 59396: const     0.006021
vwretd    0.889386
dtype: float64, 59408: const    -0.001395
vwretd    1.414815
dtype: float64, 59409: const    -0.000280
vwretd    0.773574
dtype: float64, 59416: const    -0.001902
vwretd    1.123075
dtype: float64, 59417: const     0.000204
vwretd    1.599538
dtype: float64, 59424: const     0.001493
vwretd    0.762130
dtype: float64, 59425: const     0.019109
vwretd    0.486759
dtype: float64, 59432: const    -0.002039
vwretd    1.085469
dtype: float64, 59440: const     0.006425
vwretd    0.654136
dtype: float64, 59441: const     0.022102
vwretd    1.669937
dtype: float64, 59459: const     0.004616
vwretd    0.756216
dtype: float64, 59460: const    -0.004836
vwretd    0.819276
dtype: float64, 59467: const    -0.006549
vwretd    1.115780
dtype: float64, 59468: const     0.011207
vwretd    0.535830
dtype: float64, 59475: const     0.003046
vwretd    0.636261
dtype: float64, 59483: const    -0.009169
vwretd    1.617353
dtype: float64, 59484: const    -0.024106
vwretd    2.949510
dtype: float64, 59491: const     0.014646
vwretd    1.706435
dtype: float64, 59504: const     0.009113
vwretd    0.602545
dtype: float64, 59505: const     0.048612
vwretd    1.806816
dtype: float64, 59512: const     0.005804
vwretd    0.459749
dtype: float64, 59513: const     0.066212
vwretd    1.823841
dtype: float64, 59520: const     0.013488
vwretd    1.106525
dtype: float64, 59521: const    -0.058713
vwretd    0.369036
dtype: float64, 59539: const     0.017327
vwretd    1.854966
dtype: float64, 59540: const     0.019949
vwretd    1.059271
dtype: float64, 59547: const     0.009176
vwretd    1.172118
dtype: float64, 59548: const    -0.105397
vwretd    3.089188
dtype: float64, 59555: const     0.003030
vwretd    0.699228
dtype: float64, 59556: const    -0.016458
vwretd    2.274959
dtype: float64, 59563: const     0.020688
vwretd    1.288739
dtype: float64, 59564: const     0.021608
vwretd    0.748767
dtype: float64, 59571: const     0.021171
vwretd    0.982790
dtype: float64, 59572: const    -0.070297
vwretd    4.210250
dtype: float64, 59598: const     0.018474
vwretd    2.215872
dtype: float64, 59599: const    -0.297857
vwretd    8.130731
dtype: float64, 59600: const     0.002157
vwretd    0.994321
dtype: float64, 59601: const    -0.002749
vwretd    1.454420
dtype: float64, 59619: const     0.005696
vwretd    0.764015
dtype: float64, 59620: const    -0.044591
vwretd    1.042985
dtype: float64, 59627: const     0.004940
vwretd    0.854524
dtype: float64, 59628: const     0.003986
vwretd    0.845044
dtype: float64, 59635: const     0.025298
vwretd    1.367044
dtype: float64, 59636: const    -0.000091
vwretd   -0.955850
dtype: float64, 59643: const     0.005723
vwretd    0.743453
dtype: float64, 59644: const    -0.002599
vwretd    0.717861
dtype: float64, 59651: const     0.013172
vwretd    1.288486
dtype: float64, 59652: const     0.002559
vwretd    1.335143
dtype: float64, 59678: const     0.013535
vwretd    1.282534
dtype: float64, 59679: const    -0.002869
vwretd    0.349741
dtype: float64, 59686: const    -0.002782
vwretd    0.874782
dtype: float64, 59694: const     0.017611
vwretd    1.280834
dtype: float64, 59695: const    -0.059599
vwretd    2.650583
dtype: float64, 59707: const    -0.000230
vwretd    1.546965
dtype: float64, 59715: const     0.033288
vwretd    1.462337
dtype: float64, 59723: const     0.007684
vwretd    1.906326
dtype: float64, 59724: const     0.004859
vwretd    1.021954
dtype: float64, 59731: const     0.024952
vwretd    0.978255
dtype: float64, 59758: const     0.010346
vwretd    1.072913
dtype: float64, 59766: const     0.010610
vwretd    0.688252
dtype: float64, 59767: const     0.008681
vwretd    1.563067
dtype: float64, 59774: const     0.005488
vwretd    1.175494
dtype: float64, 59775: const     0.009955
vwretd    1.263451
dtype: float64, 59782: const    -0.014377
vwretd    1.672830
dtype: float64, 59783: const     0.151369
vwretd    0.543961
dtype: float64, 59790: const    -0.004512
vwretd    1.115623
dtype: float64, 59803: const     0.009607
vwretd    1.692201
dtype: float64, 59804: const     0.121350
vwretd    2.551725
dtype: float64, 59811: const     0.009760
vwretd    1.717568
dtype: float64, 59838: const     0.007952
vwretd    2.324780
dtype: float64, 59839: const    -0.016281
vwretd    0.602946
dtype: float64, 59846: const    -0.005898
vwretd    0.734824
dtype: float64, 59847: const    -0.038228
vwretd    1.241674
dtype: float64, 59854: const     0.018050
vwretd    1.524027
dtype: float64, 59855: const    -0.110729
vwretd    0.881495
dtype: float64, 59862: const     0.000382
vwretd    1.392982
dtype: float64, 59863: const    -0.00801
vwretd    1.24740
dtype: float64, 59870: const     0.008615
vwretd    1.224119
dtype: float64, 59871: const     0.009187
vwretd    1.285171
dtype: float64, 59889: const     0.014012
vwretd    2.090457
dtype: float64, 59890: const     0.049031
vwretd    0.568497
dtype: float64, 59897: const     0.003058
vwretd    1.219428
dtype: float64, 59898: const     0.010189
vwretd    1.419948
dtype: float64, 59918: const     0.008506
vwretd    1.651815
dtype: float64, 59919: const     0.013499
vwretd    0.728809
dtype: float64, 59926: const     0.014400
vwretd    1.167688
dtype: float64, 59927: const    -0.023381
vwretd    0.806262
dtype: float64, 59934: const     0.026850
vwretd    0.416202
dtype: float64, 59935: const    -0.005491
vwretd    0.357265
dtype: float64, 59942: const    -0.003308
vwretd    1.523500
dtype: float64, 59943: const    -0.082215
vwretd    1.504412
dtype: float64, 59950: const    -0.021729
vwretd    1.052591
dtype: float64, 59969: const     0.001358
vwretd    1.625811
dtype: float64, 59970: const     0.061305
vwretd    0.005280
dtype: float64, 59977: const     0.023321
vwretd    0.976323
dtype: float64, 59978: const     0.026157
vwretd    2.051958
dtype: float64, 59985: const     0.010663
vwretd    1.397823
dtype: float64, 59994: const    -0.001726
vwretd    1.391495
dtype: float64, 60003: const     0.010389
vwretd    0.935955
dtype: float64, 60004: const     0.053609
vwretd    2.373230
dtype: float64, 60011: const     0.006621
vwretd    1.260061
dtype: float64, 60012: const    -0.042752
vwretd    1.484959
dtype: float64, 60038: const     0.003144
vwretd    0.765794
dtype: float64, 60039: const    -0.109786
vwretd    0.845182
dtype: float64, 60046: const    -0.006577
vwretd    1.724863
dtype: float64, 60047: const    -0.024739
vwretd   -2.038123
dtype: float64, 60054: const     0.011141
vwretd    1.276197
dtype: float64, 60055: const     0.003176
vwretd    0.884227
dtype: float64, 60062: const     0.009759
vwretd    0.910930
dtype: float64, 60063: const     0.008046
vwretd    0.984549
dtype: float64, 60070: const    -0.008982
vwretd    1.824100
dtype: float64, 60071: const    -0.019779
vwretd    1.494464
dtype: float64, 60089: const     0.015185
vwretd    2.112839
dtype: float64, 60090: const    -0.013356
vwretd    1.785924
dtype: float64, 60097: const     0.005377
vwretd    0.870252
dtype: float64, 60098: const     0.006617
vwretd    0.482646
dtype: float64, 60118: const     0.010593
vwretd    1.569053
dtype: float64, 60119: const    -0.018989
vwretd   -0.133726
dtype: float64, 60126: const     0.029038
vwretd    0.961749
dtype: float64, 60127: const    -0.009468
vwretd    0.572724
dtype: float64, 60134: const    -0.016320
vwretd    0.796738
dtype: float64, 60135: const    -0.050845
vwretd    1.876581
dtype: float64, 60142: const    -0.000187
vwretd    1.263721
dtype: float64, 60143: const    -0.005564
vwretd    0.677308
dtype: float64, 60150: const     0.022837
vwretd    0.474439
dtype: float64, 60169: const     0.007392
vwretd    0.455032
dtype: float64, 60170: const     0.029275
vwretd    0.448520
dtype: float64, 60177: const    -0.003061
vwretd    1.755456
dtype: float64, 60178: const    -0.052545
vwretd    0.935767
dtype: float64, 60185: const    -0.011159
vwretd    1.806157
dtype: float64, 60186: const     0.009091
vwretd    0.735405
dtype: float64, 60193: const     0.012331
vwretd    1.330772
dtype: float64, 60194: const     0.00749
vwretd    0.03671
dtype: float64, 60206: const     0.000659
vwretd    1.086510
dtype: float64, 60207: const    -0.038696
vwretd    1.888990
dtype: float64, 60214: const     0.010856
vwretd    1.027687
dtype: float64, 60215: const     0.042457
vwretd    1.460304
dtype: float64, 60222: const    -0.002433
vwretd    0.899896
dtype: float64, 60223: const     0.032620
vwretd    0.957354
dtype: float64, 60230: const    -0.006715
vwretd    0.869536
dtype: float64, 60231: const    -0.013859
vwretd    1.442613
dtype: float64, 60249: const    -0.014041
vwretd    2.310976
dtype: float64, 60257: const     0.021073
vwretd    0.914091
dtype: float64, 60258: const    -0.029583
vwretd    0.378644
dtype: float64, 60265: const     0.022461
vwretd    0.491280
dtype: float64, 60266: const     0.074482
vwretd    1.608887
dtype: float64, 60273: const     0.004565
vwretd    0.813746
dtype: float64, 60274: const    -0.024729
vwretd   -0.613232
dtype: float64, 60281: const     0.022670
vwretd    1.895394
dtype: float64, 60302: const     0.012982
vwretd    0.343766
dtype: float64, 60303: const    -0.166933
vwretd    1.840570
dtype: float64, 60310: const     0.011493
vwretd    1.315175
dtype: float64, 60311: const    -0.023170
vwretd    1.202245
dtype: float64, 60329: const    -0.046667
vwretd    1.257021
dtype: float64, 60330: const     0.051182
vwretd   -0.080525
dtype: float64, 60337: const     0.00519
vwretd    2.04722
dtype: float64, 60338: const     0.026228
vwretd    1.053645
dtype: float64, 60345: const    -0.008916
vwretd    1.521808
dtype: float64, 60346: const    -0.001926
vwretd    1.398505
dtype: float64, 60353: const     0.003196
vwretd    0.972480
dtype: float64, 60354: const     0.015308
vwretd    1.917983
dtype: float64, 60361: const     0.015547
vwretd    0.620707
dtype: float64, 60388: const    -0.001142
vwretd    1.677743
dtype: float64, 60389: const    -0.227220
vwretd    0.270712
dtype: float64, 60396: const    -0.013144
vwretd    1.523851
dtype: float64, 60397: const     0.006764
vwretd    2.231300
dtype: float64, 60409: const    -0.020393
vwretd    1.492698
dtype: float64, 60410: const    -0.008764
vwretd    0.543876
dtype: float64, 60417: const    -0.009675
vwretd    1.023101
dtype: float64, 60418: const    -0.037606
vwretd    1.320034
dtype: float64, 60425: const     0.003687
vwretd    1.425144
dtype: float64, 60426: const    -0.163653
vwretd    7.590250
dtype: float64, 60433: const     0.012683
vwretd    1.440192
dtype: float64, 60441: const     0.001622
vwretd    1.413799
dtype: float64, 60442: const     0.003689
vwretd    0.983136
dtype: float64, 60468: const     0.006032
vwretd    1.181318
dtype: float64, 60476: const    -0.003212
vwretd    1.133669
dtype: float64, 60477: const     0.039018
vwretd    0.831421
dtype: float64, 60484: const     0.001055
vwretd    1.006831
dtype: float64, 60485: const     0.020825
vwretd    0.484311
dtype: float64, 60492: const     0.007647
vwretd    1.091019
dtype: float64, 60505: const     0.031095
vwretd    0.939826
dtype: float64, 60506: const     0.005105
vwretd    1.109190
dtype: float64, 60513: const    -0.031805
vwretd    1.788629
dtype: float64, 60514: const     0.037149
vwretd    0.673907
dtype: float64, 60521: const     0.006237
vwretd    1.342335
dtype: float64, 60522: const     0.019457
vwretd    1.111659
dtype: float64, 60548: const     0.007833
vwretd    0.803922
dtype: float64, 60549: const     0.018350
vwretd    1.568767
dtype: float64, 60556: const     0.024546
vwretd    1.121899
dtype: float64, 60557: const    -0.010004
vwretd    1.456835
dtype: float64, 60564: const     0.011962
vwretd    1.318786
dtype: float64, 60565: const     0.000886
vwretd    0.472240
dtype: float64, 60572: const     0.031740
vwretd    1.918236
dtype: float64, 60573: const    -0.000059
vwretd    0.212293
dtype: float64, 60580: const     0.006010
vwretd    1.016644
dtype: float64, 60581: const    -0.001075
vwretd    1.556140
dtype: float64, 60599: const     0.001718
vwretd    0.933802
dtype: float64, 60600: const     0.002338
vwretd    1.200123
dtype: float64, 60601: const     0.011442
vwretd    0.805225
dtype: float64, 60602: const    -0.015593
vwretd    0.919434
dtype: float64, 60628: const     0.003259
vwretd    1.053462
dtype: float64, 60629: const     0.020384
vwretd    0.109648
dtype: float64, 60636: const     0.012081
vwretd    1.309533
dtype: float64, 60644: const     0.039071
vwretd    1.119470
dtype: float64, 60652: const     0.026883
vwretd    2.033906
dtype: float64, 60660: const     0.002665
vwretd    1.147860
dtype: float64, 60661: const    -0.012043
vwretd    1.465311
dtype: float64, 60679: const     0.000055
vwretd    1.401834
dtype: float64, 60680: const     0.006366
vwretd    0.887889
dtype: float64, 60687: const     0.002906
vwretd    0.966060
dtype: float64, 60688: const     0.006951
vwretd    1.230067
dtype: float64, 60695: const     0.002387
vwretd    1.128896
dtype: float64, 60696: const     0.003778
vwretd    0.827800
dtype: float64, 60708: const     0.011213
vwretd    1.012517
dtype: float64, 60709: const    -0.003441
vwretd    0.917718
dtype: float64, 60716: const    -0.001992
vwretd    1.544639
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vwretd   -0.005241
dtype: float64, 60724: const     0.028926
vwretd    1.230598
dtype: float64, 60725: const    -0.022109
vwretd    1.970732
dtype: float64, 60732: const    -0.007938
vwretd    1.202727
dtype: float64, 60733: const    -0.012706
vwretd    0.640611
dtype: float64, 60740: const     0.018579
vwretd    0.231888
dtype: float64, 60741: const    -0.086415
vwretd    1.024964
dtype: float64, 60759: const     0.015172
vwretd    0.666918
dtype: float64, 60768: const     0.001168
vwretd    1.241085
dtype: float64, 60776: const     0.009545
vwretd    0.788122
dtype: float64, 60783: const     0.009201
vwretd    1.609100
dtype: float64, 60784: const     0.007784
vwretd    1.105130
dtype: float64, 60791: const     0.016559
vwretd    1.504801
dtype: float64, 60792: const     0.005870
vwretd    0.787243
dtype: float64, 60804: const     0.008114
vwretd    0.575186
dtype: float64, 60812: const     0.024763
vwretd    0.762625
dtype: float64, 60813: const     0.033511
vwretd    0.624006
dtype: float64, 60820: const     0.020608
vwretd    0.878550
dtype: float64, 60821: const     0.001413
vwretd    0.689561
dtype: float64, 60839: const     0.002976
vwretd    1.200026
dtype: float64, 60840: const     0.028816
vwretd    1.760411
dtype: float64, 60847: const     0.008497
vwretd    1.158744
dtype: float64, 60855: const     0.009939
vwretd    1.020591
dtype: float64, 60856: const     0.001508
vwretd    1.689735
dtype: float64, 60863: const     0.006384
vwretd    1.587034
dtype: float64, 60864: const     0.010518
vwretd    0.619343
dtype: float64, 60871: const     0.005716
vwretd    1.619096
dtype: float64, 60872: const     0.028349
vwretd    0.764270
dtype: float64, 60898: const     0.006484
vwretd    0.474771
dtype: float64, 60899: const    -0.002414
vwretd    0.817725
dtype: float64, 60900: const     0.009923
vwretd    2.009591
dtype: float64, 60901: const     0.032713
vwretd    0.072510
dtype: float64, 60919: const     0.006709
vwretd    1.900778
dtype: float64, 60920: const    -0.023806
vwretd    2.165251
dtype: float64, 60927: const    -0.020585
vwretd    1.361539
dtype: float64, 60928: const     0.042036
vwretd    0.945381
dtype: float64, 60935: const     0.005174
vwretd    1.249858
dtype: float64, 60936: const     0.010543
vwretd    0.397022
dtype: float64, 60943: const     0.003582
vwretd    1.149574
dtype: float64, 60944: const     0.013048
vwretd    1.056950
dtype: float64, 60951: const     0.022424
vwretd    1.222711
dtype: float64, 60952: const     0.000103
vwretd    0.822341
dtype: float64, 60978: const     0.006259
vwretd    0.777943
dtype: float64, 60986: const     0.002098
vwretd    1.166634
dtype: float64, 60987: const    -0.058385
vwretd    0.467472
dtype: float64, 60994: const    -0.002750
vwretd    1.866499
dtype: float64, 60995: const     0.026077
vwretd    0.888122
dtype: float64, 61006: const     0.016039
vwretd    0.985840
dtype: float64, 61007: const     0.051678
vwretd    2.212087
dtype: float64, 61014: const     0.003384
vwretd    1.620828
dtype: float64, 61015: const    -0.101769
vwretd    1.786073
dtype: float64, 61022: const    -0.002189
vwretd    1.388532
dtype: float64, 61023: const     0.019162
vwretd    0.380562
dtype: float64, 61030: const     0.008135
vwretd    0.768021
dtype: float64, 61031: const     0.013449
vwretd    2.087037
dtype: float64, 61049: const     0.009585
vwretd    1.217521
dtype: float64, 61050: const     0.007671
vwretd    0.022990
dtype: float64, 61057: const     0.026044
vwretd    0.732137
dtype: float64, 61058: const     0.000868
vwretd    0.932846
dtype: float64, 61065: const     0.005606
vwretd    1.214575
dtype: float64, 61066: const     0.023177
vwretd    1.253457
dtype: float64, 61073: const     0.002784
vwretd    1.045263
dtype: float64, 61081: const     0.001644
vwretd    1.450731
dtype: float64, 61082: const     0.018639
vwretd    2.440821
dtype: float64, 61102: const    -0.004006
vwretd    1.611944
dtype: float64, 61103: const     0.032987
vwretd    0.388083
dtype: float64, 61110: const     0.016379
vwretd    0.872475
dtype: float64, 61111: const    -0.005954
vwretd    0.905550
dtype: float64, 61129: const     0.030455
vwretd    1.592379
dtype: float64, 61137: const     0.008938
vwretd    1.543175
dtype: float64, 61138: const     0.009514
vwretd    1.019170
dtype: float64, 61145: const     0.001557
vwretd    0.734657
dtype: float64, 61146: const     0.001607
vwretd    1.159321
dtype: float64, 61153: const     0.013236
vwretd    1.911065
dtype: float64, 61161: const    -0.009564
vwretd    1.078312
dtype: float64, 61162: const     0.012934
vwretd    0.242065
dtype: float64, 61188: const     0.004565
vwretd    0.531854
dtype: float64, 61189: const    -0.176223
vwretd    2.920390
dtype: float64, 61196: const    -0.037192
vwretd    2.262546
dtype: float64, 61209: const     0.005418
vwretd    0.920523
dtype: float64, 61210: const    -0.024554
vwretd   -0.548794
dtype: float64, 61217: const     0.006843
vwretd    1.262603
dtype: float64, 61218: const     0.011230
vwretd    0.724318
dtype: float64, 61225: const     0.004987
vwretd    1.531173
dtype: float64, 61226: const     0.065934
vwretd    2.032145
dtype: float64, 61233: const     0.001473
vwretd    1.662416
dtype: float64, 61234: const     0.008275
vwretd    1.092917
dtype: float64, 61241: const     0.004519
vwretd    2.263166
dtype: float64, 61242: const     0.003483
vwretd    0.599482
dtype: float64, 61268: const     0.033690
vwretd    0.329139
dtype: float64, 61269: const     0.001421
vwretd    1.281581
dtype: float64, 61276: const    -0.007071
vwretd    1.648251
dtype: float64, 61277: const    -0.075882
vwretd    0.716036
dtype: float64, 61284: const     0.001687
vwretd    1.165648
dtype: float64, 61285: const     0.041226
vwretd    0.573943
dtype: float64, 61292: const    -0.011855
vwretd    2.016761
dtype: float64, 61305: const     0.001123
vwretd    1.026272
dtype: float64, 61313: const     0.004794
vwretd    1.037749
dtype: float64, 61314: const    -0.110721
vwretd    6.495793
dtype: float64, 61321: const     0.018879
vwretd    0.850124
dtype: float64, 61322: const    -0.002429
vwretd    1.221854
dtype: float64, 61348: const     0.001734
vwretd    0.958630
dtype: float64, 61356: const    -0.009583
vwretd    0.925022
dtype: float64, 61357: const     0.016611
vwretd   -0.667419
dtype: float64, 61364: const     0.024430
vwretd    1.013459
dtype: float64, 61365: const     0.021679
vwretd    0.846036
dtype: float64, 61372: const     0.003372
vwretd    1.146645
dtype: float64, 61373: const     0.024621
vwretd    0.961721
dtype: float64, 61380: const     0.000003
vwretd    1.966715
dtype: float64, 61399: const     0.004937
vwretd    1.230546
dtype: float64, 61400: const    -0.001749
vwretd    0.430337
dtype: float64, 61401: const    -0.005048
vwretd    1.240731
dtype: float64, 61402: const    -0.093298
vwretd   -5.041344
dtype: float64, 61428: const     0.010060
vwretd    0.567419
dtype: float64, 61429: const     0.030622
vwretd    3.751831
dtype: float64, 61436: const    -0.003389
vwretd    1.053593
dtype: float64, 61437: const    -0.028611
vwretd    1.499824
dtype: float64, 61444: const     0.009991
vwretd    0.286978
dtype: float64, 61445: const     0.013646
vwretd    1.934249
dtype: float64, 61452: const    -0.073449
vwretd    1.337374
dtype: float64, 61453: const    -0.05792
vwretd    3.06108
dtype: float64, 61460: const     0.006075
vwretd    1.197147
dtype: float64, 61479: const     0.000762
vwretd    1.548511
dtype: float64, 61487: const     0.004962
vwretd    1.123725
dtype: float64, 61488: const     0.009293
vwretd    0.868975
dtype: float64, 61495: const    -0.006932
vwretd    1.433072
dtype: float64, 61496: const     0.010673
vwretd    1.199339
dtype: float64, 61508: const     0.008424
vwretd    1.005169
dtype: float64, 61509: const     0.027920
vwretd    0.564372
dtype: float64, 61516: const     0.006499
vwretd    1.025922
dtype: float64, 61517: const    -0.051749
vwretd    1.412600
dtype: float64, 61524: const    -0.000148
vwretd    2.220259
dtype: float64, 61525: const    -0.001263
vwretd    1.196328
dtype: float64, 61532: const    -0.005787
vwretd    0.950145
dtype: float64, 61540: const    -0.006982
vwretd    0.815608
dtype: float64, 61559: const    -0.023847
vwretd    1.519874
dtype: float64, 61560: const     0.009876
vwretd    0.727300
dtype: float64, 61567: const     0.001561
vwretd    1.375750
dtype: float64, 61575: const    -0.004829
vwretd    2.054453
dtype: float64, 61576: const     0.012483
vwretd    0.380742
dtype: float64, 61583: const     0.003320
vwretd    1.112177
dtype: float64, 61584: const     0.011883
vwretd    1.557927
dtype: float64, 61591: const     0.00675
vwretd    0.91805
dtype: float64, 61592: const     0.002473
vwretd    1.228376
dtype: float64, 61604: const    -0.004198
vwretd    1.358369
dtype: float64, 61605: const    -0.014927
vwretd    0.347512
dtype: float64, 61612: const     0.001806
vwretd    0.973633
dtype: float64, 61613: const    -0.045000
vwretd    0.273841
dtype: float64, 61620: const    -0.003187
vwretd    1.922961
dtype: float64, 61621: const     0.010755
vwretd    0.921155
dtype: float64, 61639: const    -0.013274
vwretd    2.063094
dtype: float64, 61640: const     0.016222
vwretd    0.949669
dtype: float64, 61647: const     0.010774
vwretd    1.537508
dtype: float64, 61648: const    -0.054128
vwretd    1.121403
dtype: float64, 61655: const    -0.004871
vwretd    1.674899
dtype: float64, 61656: const     0.034544
vwretd    1.539278
dtype: float64, 61663: const     0.005585
vwretd    1.034338
dtype: float64, 61664: const    -0.009253
vwretd    0.273536
dtype: float64, 61671: const    -0.007720
vwretd    1.500457
dtype: float64, 61672: const    -0.020411
vwretd    1.563141
dtype: float64, 61698: const     0.012648
vwretd    0.294583
dtype: float64, 61699: const     0.035397
vwretd    0.849615
dtype: float64, 61700: const     0.001820
vwretd    0.883793
dtype: float64, 61701: const     0.029246
vwretd    0.606684
dtype: float64, 61719: const    -0.003116
vwretd    0.827689
dtype: float64, 61720: const    -0.014962
vwretd    0.557508
dtype: float64, 61727: const     0.014423
vwretd    0.785359
dtype: float64, 61728: const    -0.002690
vwretd    0.715793
dtype: float64, 61735: const     0.007317
vwretd    0.783158
dtype: float64, 61736: const     0.012889
vwretd    0.295593
dtype: float64, 61743: const    -0.000367
vwretd    1.065362
dtype: float64, 61744: const     0.013775
vwretd    0.616051
dtype: float64, 61751: const     0.013817
vwretd    0.595537
dtype: float64, 61752: const    -0.048861
vwretd    0.929531
dtype: float64, 61778: const     0.003892
vwretd    0.848746
dtype: float64, 61779: const     0.011060
vwretd    0.205159
dtype: float64, 61786: const    -0.039081
vwretd    1.738246
dtype: float64, 61787: const     0.009017
vwretd    1.019737
dtype: float64, 61794: const     0.010958
vwretd    1.368990
dtype: float64, 61795: const     0.021642
vwretd    1.128533
dtype: float64, 61807: const    -0.000075
vwretd    1.179483
dtype: float64, 61815: const     0.001697
vwretd    1.128342
dtype: float64, 61816: const    -0.024223
vwretd    2.258140
dtype: float64, 61823: const     0.003157
vwretd    1.312743
dtype: float64, 61831: const     0.01679
vwretd    0.80481
dtype: float64, 61832: const     0.005757
vwretd    0.068350
dtype: float64, 61858: const    -0.006132
vwretd    1.273003
dtype: float64, 61859: const     0.046818
vwretd    0.072581
dtype: float64, 61866: const    -0.017711
vwretd    1.912994
dtype: float64, 61867: const     0.021608
vwretd   -0.130276
dtype: float64, 61874: const     0.018670
vwretd    0.728639
dtype: float64, 61875: const    -0.010076
vwretd    0.209902
dtype: float64, 61882: const     0.009519
vwretd    0.455625
dtype: float64, 61883: const     0.026489
vwretd    1.383987
dtype: float64, 61890: const    -0.004116
vwretd    0.979453
dtype: float64, 61891: const     0.018291
vwretd    0.577279
dtype: float64, 61903: const     0.027439
vwretd    0.592080
dtype: float64, 61911: const     0.012811
vwretd    1.135916
dtype: float64, 61912: const    -0.019757
vwretd    2.786425
dtype: float64, 61938: const     0.006311
vwretd    0.613921
dtype: float64, 61946: const     0.007068
vwretd    0.596455
dtype: float64, 61947: const    -0.010478
vwretd    1.807412
dtype: float64, 61954: const    -0.001076
vwretd    1.181780
dtype: float64, 61955: const    -0.000902
vwretd    0.852427
dtype: float64, 61962: const    -0.005422
vwretd    1.105440
dtype: float64, 61963: const     0.004321
vwretd    0.612925
dtype: float64, 61970: const     0.020023
vwretd    0.778521
dtype: float64, 61989: const     0.019847
vwretd    1.028904
dtype: float64, 61990: const     0.011486
vwretd    0.718133
dtype: float64, 61997: const     0.006611
vwretd    1.755116
dtype: float64, 61998: const    -0.044203
vwretd    0.921244
dtype: float64, 62009: const     0.022800
vwretd    1.115582
dtype: float64, 62010: const     0.004870
vwretd    0.643844
dtype: float64, 62017: const    -0.011058
vwretd    1.622329
dtype: float64, 62018: const     0.009812
vwretd    0.746496
dtype: float64, 62025: const     0.003441
vwretd    1.113136
dtype: float64, 62026: const    -0.008632
vwretd    1.199398
dtype: float64, 62033: const     0.01090
vwretd    0.76437
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vwretd    1.062490
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vwretd    1.832724
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vwretd    1.100933
dtype: float64, 62068: const     0.003287
vwretd    0.762367
dtype: float64, 62069: const    -0.023874
vwretd    1.532701
dtype: float64, 62076: const     0.005450
vwretd    0.814112
dtype: float64, 62084: const     0.000260
vwretd    0.764136
dtype: float64, 62085: const     0.012112
vwretd    0.155130
dtype: float64, 62092: const     0.004974
vwretd    1.188898
dtype: float64, 62093: const    -0.042874
vwretd    3.174033
dtype: float64, 62105: const     0.020188
vwretd    1.853753
dtype: float64, 62106: const    -0.017923
vwretd    2.160920
dtype: float64, 62113: const    -0.007982
vwretd    1.496311
dtype: float64, 62114: const    -0.051482
vwretd    1.408260
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vwretd    1.498480
dtype: float64, 62148: const     0.003183
vwretd    1.105954
dtype: float64, 62149: const    -0.007325
vwretd    1.088829
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vwretd    0.939894
dtype: float64, 62164: const     0.000693
vwretd    1.705858
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vwretd    2.179101
dtype: float64, 62172: const    -0.027113
vwretd    0.775057
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vwretd    1.573965
dtype: float64, 62180: const    -0.000144
vwretd    0.981114
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vwretd    0.669270
dtype: float64, 62199: const    -0.015325
vwretd    1.036569
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vwretd    2.003883
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vwretd    0.677397
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vwretd    0.656946
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vwretd    1.156559
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vwretd    1.078889
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vwretd    1.034267
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vwretd    3.881107
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vwretd    1.274474
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vwretd    1.383830
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vwretd    0.807045
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vwretd    0.473454
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vwretd    1.595974
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vwretd    1.167325
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vwretd    1.152510
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vwretd    0.576605
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vwretd    0.705331
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vwretd   -0.739826
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vwretd    0.398011
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vwretd    0.760659
dtype: float64, 62308: const     0.004202
vwretd    0.942977
dtype: float64, 62309: const     0.018926
vwretd    2.758449
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vwretd    0.974237
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vwretd    0.589367
dtype: float64, 62324: const    -0.000183
vwretd    0.905976
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vwretd    0.955261
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vwretd    1.653454
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vwretd    2.398213
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vwretd    1.150708
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vwretd    1.367545
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vwretd    0.496788
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vwretd    1.632587
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vwretd    0.795588
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vwretd    0.977105
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vwretd    1.497979
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vwretd    1.033560
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vwretd    1.507103
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vwretd    0.703739
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vwretd    0.620567
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vwretd   -0.008440
dtype: float64, 62404: const    -0.002223
vwretd    1.650236
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vwretd    0.183101
dtype: float64, 62412: const     0.000254
vwretd    0.958945
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vwretd    0.410815
dtype: float64, 62420: const     0.00288
vwretd    1.35401
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vwretd   -0.042017
dtype: float64, 62439: const    -0.026091
vwretd    0.342048
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vwretd    0.450882
dtype: float64, 62447: const     0.013919
vwretd    1.594877
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vwretd    0.349025
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vwretd    0.701763
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vwretd    1.152701
dtype: float64, 62464: const    -0.045106
vwretd   -0.967730
dtype: float64, 62471: const     0.004661
vwretd    1.386746
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vwretd    1.357070
dtype: float64, 62498: const     0.005504
vwretd    0.927914
dtype: float64, 62499: const    -0.021139
vwretd    1.705241
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vwretd    1.812135
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vwretd    1.262551
dtype: float64, 62527: const    -0.002990
vwretd    1.036712
dtype: float64, 62528: const     0.001238
vwretd    0.096398
dtype: float64, 62535: const    -0.096533
vwretd    0.901401
dtype: float64, 62536: const    -0.001802
vwretd    1.207368
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vwretd    1.388165
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vwretd    1.893853
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vwretd   -0.178125
dtype: float64, 62552: const    -0.006485
vwretd    1.367230
dtype: float64, 62578: const     0.022394
vwretd    1.505035
dtype: float64, 62579: const    -0.127368
vwretd    0.518236
dtype: float64, 62586: const    -0.008184
vwretd    1.772495
dtype: float64, 62587: const     0.006993
vwretd    1.510991
dtype: float64, 62594: const    -0.000244
vwretd    1.298282
dtype: float64, 62595: const    -0.030000
vwretd    0.954328
dtype: float64, 62607: const    -0.000764
vwretd    1.951297
dtype: float64, 62608: const    -0.028922
vwretd    2.282543
dtype: float64, 62615: const    -0.035335
vwretd    1.154062
dtype: float64, 62616: const     0.002681
vwretd    0.895211
dtype: float64, 62623: const     0.007005
vwretd    1.041560
dtype: float64, 62631: const     0.016588
vwretd    0.442757
dtype: float64, 62632: const    -0.065609
vwretd    0.665680
dtype: float64, 62658: const     0.014404
vwretd    0.890129
dtype: float64, 62659: const     0.051056
vwretd    0.291216
dtype: float64, 62666: const    -0.008387
vwretd    1.476283
dtype: float64, 62674: const     0.024582
vwretd    0.526769
dtype: float64, 62675: const    -0.014828
vwretd    1.753539
dtype: float64, 62682: const     0.004951
vwretd    0.906922
dtype: float64, 62683: const     0.033670
vwretd    1.127761
dtype: float64, 62690: const     0.003160
vwretd    0.884964
dtype: float64, 62703: const    -0.015734
vwretd    1.453988
dtype: float64, 62704: const    -0.012597
vwretd    0.402559
dtype: float64, 62711: const     0.008891
vwretd    1.263636
dtype: float64, 62712: const    -0.003357
vwretd    1.227501
dtype: float64, 62738: const    -0.004413
vwretd    1.265212
dtype: float64, 62739: const     0.005195
vwretd    1.557414
dtype: float64, 62746: const     0.013715
vwretd    0.900707
dtype: float64, 62747: const     0.001280
vwretd    0.721565
dtype: float64, 62754: const     0.006747
vwretd    1.154901
dtype: float64, 62755: const     0.009102
vwretd    1.146519
dtype: float64, 62762: const    -0.002031
vwretd    0.616468
dtype: float64, 62763: const     0.001532
vwretd    0.398994
dtype: float64, 62770: const     0.005744
vwretd    0.694972
dtype: float64, 62771: const     0.015291
vwretd    0.538755
dtype: float64, 62789: const     0.010011
vwretd    1.305318
dtype: float64, 62790: const    -0.002352
vwretd    1.102428
dtype: float64, 62797: const     0.001449
vwretd    0.919321
dtype: float64, 62818: const    -0.008466
vwretd    1.071099
dtype: float64, 62819: const    -0.011373
vwretd    0.717345
dtype: float64, 62826: const    -0.007724
vwretd    0.249685
dtype: float64, 62834: const     0.003407
vwretd    0.884429
dtype: float64, 62835: const     0.008713
vwretd    1.751291
dtype: float64, 62842: const    -0.010325
vwretd    1.116489
dtype: float64, 62843: const     0.005984
vwretd    0.752340
dtype: float64, 62850: const     0.037032
vwretd    1.774913
dtype: float64, 62851: const     0.012314
vwretd    0.671376
dtype: float64, 62869: const     0.009835
vwretd    0.898974
dtype: float64, 62877: const     0.002342
vwretd    0.764607
dtype: float64, 62878: const     0.025445
vwretd    1.033704
dtype: float64, 62885: const    -0.011641
vwretd    1.113000
dtype: float64, 62886: const    -0.010567
vwretd    0.258144
dtype: float64, 62893: const    -0.013883
vwretd    0.587324
dtype: float64, 62894: const     0.013283
vwretd    1.229305
dtype: float64, 62906: const     0.003705
vwretd    1.142968
dtype: float64, 62907: const    -0.008037
vwretd    0.725261
dtype: float64, 62914: const     0.006688
vwretd    1.002863
dtype: float64, 62915: const     0.032147
vwretd    1.673467
dtype: float64, 62922: const     0.005681
vwretd    0.461311
dtype: float64, 62923: const     0.013492
vwretd    0.478149
dtype: float64, 62930: const     0.002101
vwretd    1.305979
dtype: float64, 62931: const    -0.000773
vwretd    1.070801
dtype: float64, 62949: const    -0.014201
vwretd    1.785151
dtype: float64, 62950: const     0.016966
vwretd    1.183535
dtype: float64, 62957: const    -0.01806
vwretd    1.41014
dtype: float64, 62958: const     0.006229
vwretd    0.345446
dtype: float64, 62965: const    -0.034427
vwretd    1.381469
dtype: float64, 62966: const    -0.022721
vwretd    1.376215
dtype: float64, 62973: const     0.004032
vwretd    1.102234
dtype: float64, 62981: const     0.006130
vwretd    0.506717
dtype: float64, 62982: const     0.004906
vwretd    0.098717
dtype: float64, 63001: const    -0.116883
vwretd    0.776628
dtype: float64, 63028: const     0.004577
vwretd    1.564334
dtype: float64, 63036: const     0.009397
vwretd    0.784488
dtype: float64, 63037: const    -0.061261
vwretd    1.717559
dtype: float64, 63044: const    -0.002377
vwretd    1.640892
dtype: float64, 63045: const     0.008832
vwretd    1.124837
dtype: float64, 63052: const    -0.062103
vwretd    1.784476
dtype: float64, 63053: const    -0.032490
vwretd    0.548012
dtype: float64, 63060: const     0.004980
vwretd    0.973846
dtype: float64, 63061: const     0.013958
vwretd    0.797063
dtype: float64, 63079: const    -0.013258
vwretd    1.832633
dtype: float64, 63080: const     0.016989
vwretd    0.319924
dtype: float64, 63087: const     0.013158
vwretd    1.870603
dtype: float64, 63088: const     0.012285
vwretd    1.030373
dtype: float64, 63095: const    -0.008713
vwretd    0.790052
dtype: float64, 63096: const     0.008145
vwretd    0.805048
dtype: float64, 63108: const     0.016187
vwretd    1.386925
dtype: float64, 63109: const     0.008150
vwretd    1.005833
dtype: float64, 63116: const     0.011060
vwretd    1.502908
dtype: float64, 63117: const    -0.012738
vwretd   -0.112319
dtype: float64, 63124: const    -0.066169
vwretd    2.184737
dtype: float64, 63125: const     0.006048
vwretd    1.428502
dtype: float64, 63132: const     0.003254
vwretd    1.163773
dtype: float64, 63140: const    -0.023720
vwretd    1.093717
dtype: float64, 63141: const     0.023306
vwretd    1.989892
dtype: float64, 63159: const     0.006454
vwretd    1.213668
dtype: float64, 63160: const    -0.003110
vwretd    1.833254
dtype: float64, 63167: const     0.002740
vwretd    1.031402
dtype: float64, 63168: const     0.006421
vwretd    1.309390
dtype: float64, 63175: const    -0.010374
vwretd    1.021577
dtype: float64, 63176: const    -0.000726
vwretd   -0.117951
dtype: float64, 63183: const     0.003106
vwretd    1.024669
dtype: float64, 63184: const     0.022520
vwretd    0.735152
dtype: float64, 63191: const    -0.011637
vwretd    0.775653
dtype: float64, 63192: const     0.005199
vwretd    0.941894
dtype: float64, 63204: const     0.015470
vwretd    1.345796
dtype: float64, 63205: const    -0.161621
vwretd    5.882250
dtype: float64, 63212: const    -0.027983
vwretd    1.052430
dtype: float64, 63213: const    -0.085428
vwretd    1.657929
dtype: float64, 63220: const     0.004064
vwretd    1.328764
dtype: float64, 63221: const     0.095976
vwretd    0.932657
dtype: float64, 63239: const     0.019721
vwretd    0.509784
dtype: float64, 63240: const     0.011048
vwretd    0.797068
dtype: float64, 63247: const    -0.012298
vwretd    0.933080
dtype: float64, 63248: const     0.101546
vwretd    2.737225
dtype: float64, 63255: const     0.022018
vwretd    0.550598
dtype: float64, 63256: const     0.152537
vwretd    4.066466
dtype: float64, 63263: const     0.010460
vwretd    0.556207
dtype: float64, 63264: const    -0.012647
vwretd    0.694923
dtype: float64, 63271: const     0.006492
vwretd    0.853641
dtype: float64, 63298: const     0.005214
vwretd    1.661746
dtype: float64, 63299: const     0.008887
vwretd    0.522144
dtype: float64, 63300: const    -0.011675
vwretd    1.318367
dtype: float64, 63319: const    -0.013926
vwretd    1.181720
dtype: float64, 63320: const    -0.020709
vwretd    0.602644
dtype: float64, 63327: const    -0.041604
vwretd    2.301001
dtype: float64, 63328: const    -0.001709
vwretd    1.439309
dtype: float64, 63335: const    -0.01857
vwretd    1.87736
dtype: float64, 63336: const    -0.019961
vwretd    2.107469
dtype: float64, 63343: const    -0.002682
vwretd    1.164338
dtype: float64, 63344: const     0.009793
vwretd    1.726831
dtype: float64, 63351: const     0.001905
vwretd    2.274280
dtype: float64, 63352: const     0.012781
vwretd    0.460027
dtype: float64, 63378: const    -0.003487
vwretd    0.327280
dtype: float64, 63379: const     0.019176
vwretd   -0.550533
dtype: float64, 63386: const    -0.017012
vwretd    1.895388
dtype: float64, 63394: const     0.008869
vwretd    1.430757
dtype: float64, 63395: const     0.019418
vwretd    0.734514
dtype: float64, 63407: const    -0.057151
vwretd    1.082483
dtype: float64, 63415: const     0.015146
vwretd    0.212512
dtype: float64, 63423: const     0.002379
vwretd    1.091644
dtype: float64, 63424: const     0.041360
vwretd   -0.839147
dtype: float64, 63431: const    -0.062961
vwretd    0.477284
dtype: float64, 63432: const     0.021600
vwretd   -0.095941
dtype: float64, 63458: const     0.019424
vwretd    0.625802
dtype: float64, 63459: const    -0.060303
vwretd    0.979054
dtype: float64, 63466: const     0.008631
vwretd    1.699157
dtype: float64, 63467: const     0.010915
vwretd    0.525509
dtype: float64, 63474: const    -0.001732
vwretd    2.206613
dtype: float64, 63475: const    -0.022832
vwretd    1.454711
dtype: float64, 63482: const    -0.048281
vwretd    1.287676
dtype: float64, 63483: const    -0.005618
vwretd    1.299031
dtype: float64, 63490: const    -0.013665
vwretd    0.859543
dtype: float64, 63491: const    -0.006284
vwretd    0.946600
dtype: float64, 63503: const     0.008303
vwretd    0.419644
dtype: float64, 63504: const    -0.013481
vwretd    0.789235
dtype: float64, 63511: const     0.000168
vwretd    0.738599
dtype: float64, 63538: const     0.033513
vwretd    0.073732
dtype: float64, 63539: const     0.015378
vwretd    1.260489
dtype: float64, 63546: const    -0.000897
vwretd    1.592883
dtype: float64, 63547: const     0.024821
vwretd    0.722509
dtype: float64, 63554: const     0.011570
vwretd    0.707617
dtype: float64, 63555: const    -0.022691
vwretd    1.110524
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vwretd    1.179501
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vwretd    0.836676
dtype: float64, 63570: const    -0.057825
vwretd    1.294591
dtype: float64, 63571: const    -0.009984
vwretd    0.876339
dtype: float64, 63589: const    -0.019151
vwretd    1.856578
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vwretd    0.365110
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vwretd    1.106492
dtype: float64, 63618: const    -0.003883
vwretd    0.075368
dtype: float64, 63619: const    -0.005675
vwretd    0.460892
dtype: float64, 63626: const     0.030469
vwretd    1.513705
dtype: float64, 63627: const     0.018642
vwretd    0.140873
dtype: float64, 63634: const    -0.055134
vwretd    0.332351
dtype: float64, 63635: const     0.004615
vwretd    0.898791
dtype: float64, 63642: const    -0.032204
vwretd    1.539011
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vwretd    1.720433
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vwretd    1.190888
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vwretd   -0.072843
dtype: float64, 63669: const     0.015655
vwretd    1.162274
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vwretd    0.709525
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vwretd    0.727476
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vwretd    1.046622
dtype: float64, 63685: const     0.020989
vwretd    0.509021
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vwretd    1.237467
dtype: float64, 63693: const    -0.014755
vwretd    1.479081
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vwretd    0.983090
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vwretd    0.490061
dtype: float64, 63707: const     0.029340
vwretd    0.659648
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vwretd    0.948613
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vwretd    1.047881
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vwretd    1.253871
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vwretd    1.512519
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vwretd    0.867122
dtype: float64, 63731: const     0.016405
vwretd    1.265194
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vwretd    0.908073
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vwretd    2.165376
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vwretd    0.726226
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vwretd    0.297361
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vwretd    0.859394
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vwretd    1.056504
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vwretd    1.941168
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vwretd    1.463201
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vwretd    1.280057
dtype: float64, 63802: const     0.018802
vwretd    1.601315
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vwretd    1.565032
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vwretd    0.789778
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vwretd    1.068053
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vwretd    0.773989
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vwretd    1.182308
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vwretd    0.655525
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vwretd   -1.415346
dtype: float64, 63845: const    -0.000555
vwretd    0.829939
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vwretd    2.808069
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vwretd    0.865655
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vwretd    1.606052
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vwretd    0.661507
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vwretd    0.56724
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vwretd    0.773210
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vwretd    1.589285
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vwretd    1.507090
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vwretd    0.861783
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vwretd   -0.721372
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vwretd    2.074407
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vwretd    4.444446
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vwretd    1.307978
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vwretd    0.690427
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vwretd    1.063811
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vwretd    0.606599
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vwretd    1.074813
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vwretd    0.649306
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vwretd    1.425769
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vwretd    0.613404
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vwretd    0.418121
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vwretd    0.927937
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vwretd    0.642236
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vwretd   -0.344077
dtype: float64, 63992: const    -0.008458
vwretd    1.415024
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vwretd    0.244307
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vwretd    0.853060
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vwretd    1.603297
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vwretd    1.615383
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vwretd    1.051462
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vwretd    0.920605
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vwretd    0.490099
dtype: float64, 64039: const    -0.022505
vwretd    1.617491
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vwretd    0.853597
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vwretd    1.803000
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vwretd    1.767417
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vwretd    0.520370
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vwretd    1.290156
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vwretd    1.508947
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vwretd    0.776658
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vwretd    0.589937
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vwretd    0.550254
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vwretd    2.371397
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vwretd    1.479092
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vwretd    6.225165
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vwretd    1.102972
dtype: float64, 64120: const    -0.091136
vwretd    0.872110
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vwretd    0.561239
dtype: float64, 64135: const     0.004667
vwretd    1.604031
dtype: float64, 64136: const    -0.023530
vwretd    0.560597
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vwretd    0.886494
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vwretd    1.606600
dtype: float64, 64151: const    -0.014283
vwretd    1.537326
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vwretd    0.696146
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vwretd    1.728935
dtype: float64, 64179: const     0.049267
vwretd    1.651065
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vwretd    0.937982
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vwretd    3.137152
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vwretd    0.843203
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vwretd    1.056647
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vwretd    1.986761
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vwretd    0.592241
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vwretd    1.425683
dtype: float64, 64223: const     0.006239
vwretd    1.465244
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vwretd    1.337862
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vwretd    0.735786
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vwretd    0.619869
dtype: float64, 64258: const    -0.002565
vwretd    1.008361
dtype: float64, 64259: const    -0.007072
vwretd    1.503410
dtype: float64, 64266: const     0.012082
vwretd    1.822328
dtype: float64, 64267: const    -0.058042
vwretd   -0.552038
dtype: float64, 64274: const     0.002926
vwretd    0.313182
dtype: float64, 64275: const     0.007210
vwretd    0.401723
dtype: float64, 64282: const     0.007982
vwretd    1.627110
dtype: float64, 64283: const     0.012391
vwretd    0.866008
dtype: float64, 64290: const     0.005504
vwretd    0.541086
dtype: float64, 64291: const     0.006114
vwretd    1.347749
dtype: float64, 64303: const     0.005250
vwretd    1.657362
dtype: float64, 64311: const     0.003801
vwretd    0.967341
dtype: float64, 64312: const     0.020295
vwretd    0.143670
dtype: float64, 64338: const    -0.017237
vwretd    1.664556
dtype: float64, 64339: const    -0.006200
vwretd    0.363441
dtype: float64, 64346: const    -0.001818
vwretd    1.167401
dtype: float64, 64347: const     0.070996
vwretd   -0.069131
dtype: float64, 64354: const    -0.003192
vwretd    1.043256
dtype: float64, 64355: const     0.016713
vwretd    0.944123
dtype: float64, 64362: const     0.004333
vwretd    0.768974
dtype: float64, 64370: const    -0.017653
vwretd    0.921780
dtype: float64, 64371: const    -0.033346
vwretd    2.401745
dtype: float64, 64389: const     0.039914
vwretd   -2.587123
dtype: float64, 64390: const     0.011865
vwretd    0.861812
dtype: float64, 64397: const     0.001577
vwretd    1.645294
dtype: float64, 64398: const     0.001994
vwretd    0.812260
dtype: float64, 64418: const     0.009153
vwretd    0.410057
dtype: float64, 64419: const     0.006515
vwretd    0.358009
dtype: float64, 64426: const     0.005392
vwretd    0.450009
dtype: float64, 64427: const    -0.001453
vwretd    1.194091
dtype: float64, 64434: const    -0.013560
vwretd    1.344496
dtype: float64, 64435: const    -0.068228
vwretd    1.354469
dtype: float64, 64442: const     0.008929
vwretd    0.376831
dtype: float64, 64450: const     0.008158
vwretd    0.436014
dtype: float64, 64451: const     0.009993
vwretd    0.477164
dtype: float64, 64469: const    -0.016616
vwretd    1.192855
dtype: float64, 64470: const    -0.058457
vwretd    1.128797
dtype: float64, 64477: const    -0.016568
vwretd    1.359274
dtype: float64, 64478: const    -0.010595
vwretd   -0.116586
dtype: float64, 64485: const     0.022061
vwretd    0.753729
dtype: float64, 64486: const     0.007166
vwretd    1.081772
dtype: float64, 64493: const     0.068532
vwretd   -1.430152
dtype: float64, 64494: const    -0.079986
vwretd    3.585600
dtype: float64, 64506: const    -0.004288
vwretd    1.218242
dtype: float64, 64507: const    -0.055520
vwretd    0.428504
dtype: float64, 64514: const     0.000131
vwretd    1.411201
dtype: float64, 64515: const     0.011302
vwretd    0.447378
dtype: float64, 64522: const    -0.020337
vwretd    1.303402
dtype: float64, 64523: const     0.014115
vwretd    0.356564
dtype: float64, 64530: const    -0.000467
vwretd    0.934249
dtype: float64, 64531: const     0.000811
vwretd    1.115243
dtype: float64, 64549: const    -0.011446
vwretd    0.939535
dtype: float64, 64550: const     0.027106
vwretd    0.414069
dtype: float64, 64557: const     0.008387
vwretd    0.442651
dtype: float64, 64558: const     0.036832
vwretd    0.644707
dtype: float64, 64565: const     0.007993
vwretd    1.468198
dtype: float64, 64566: const    -0.071067
vwretd   -0.647178
dtype: float64, 64573: const    -0.079420
vwretd    1.620932
dtype: float64, 64574: const     0.001544
vwretd    0.250158
dtype: float64, 64581: const     0.000493
vwretd    1.255145
dtype: float64, 64582: const     0.000772
vwretd    0.728470
dtype: float64, 64602: const     0.007149
vwretd    0.624615
dtype: float64, 64610: const     0.000148
vwretd    1.053103
dtype: float64, 64611: const    -0.14425
vwretd   -0.34360
dtype: float64, 64629: const    -0.005112
vwretd    1.482086
dtype: float64, 64630: const     0.002831
vwretd    0.506869
dtype: float64, 64637: const     0.00488
vwretd    0.34358
dtype: float64, 64638: const     0.016860
vwretd    0.545458
dtype: float64, 64645: const    -0.005204
vwretd    0.160853
dtype: float64, 64646: const     0.009275
vwretd    0.426059
dtype: float64, 64653: const     0.009374
vwretd    0.400803
dtype: float64, 64654: const     0.004896
vwretd    0.792439
dtype: float64, 64661: const    -0.049601
vwretd    2.916181
dtype: float64, 64662: const    -0.071505
vwretd    4.011948
dtype: float64, 64688: const     0.005107
vwretd    1.271527
dtype: float64, 64689: const     0.007494
vwretd    0.957951
dtype: float64, 64696: const    -0.003193
vwretd    0.419292
dtype: float64, 64697: const     0.000117
vwretd    1.185630
dtype: float64, 64709: const    -0.009530
vwretd    1.433441
dtype: float64, 64717: const    -0.014776
vwretd    1.134219
dtype: float64, 64718: const    -0.115393
vwretd   -0.653972
dtype: float64, 64725: const    -0.013016
vwretd    1.346089
dtype: float64, 64733: const     0.060639
vwretd   -0.130702
dtype: float64, 64734: const     0.011867
vwretd    1.394359
dtype: float64, 64741: const    -0.031865
vwretd    0.720382
dtype: float64, 64742: const    -0.001478
vwretd    0.887871
dtype: float64, 64768: const     0.013770
vwretd    0.293916
dtype: float64, 64769: const    -0.002486
vwretd    1.471136
dtype: float64, 64776: const    -0.001769
vwretd    0.284899
dtype: float64, 64777: const     0.021504
vwretd    0.620532
dtype: float64, 64784: const     0.012271
vwretd    1.486131
dtype: float64, 64785: const     0.005317
vwretd    0.967987
dtype: float64, 64792: const     0.016048
vwretd    1.322235
dtype: float64, 64793: const     0.008773
vwretd    0.175853
dtype: float64, 64805: const     0.010368
vwretd    0.382917
dtype: float64, 64806: const     0.011136
vwretd    0.342791
dtype: float64, 64813: const    -0.028615
vwretd    1.643680
dtype: float64, 64814: const    -0.093422
vwretd    0.772459
dtype: float64, 64821: const     0.021666
vwretd    0.893410
dtype: float64, 64822: const    -0.006174
vwretd    1.093053
dtype: float64, 64848: const     0.009165
vwretd    0.574210
dtype: float64, 64849: const     0.009215
vwretd    1.234095
dtype: float64, 64856: const     0.006157
vwretd    1.321708
dtype: float64, 64857: const    -0.074301
vwretd    2.167930
dtype: float64, 64864: const     0.004319
vwretd    0.955276
dtype: float64, 64872: const    -0.003621
vwretd    1.426737
dtype: float64, 64873: const    -0.057093
vwretd    0.423820
dtype: float64, 64880: const    -0.001583
vwretd    0.938674
dtype: float64, 64881: const    -0.005414
vwretd    1.645545
dtype: float64, 64899: const     0.010330
vwretd    0.983517
dtype: float64, 64900: const     0.019813
vwretd    0.870656
dtype: float64, 64901: const     0.005229
vwretd    1.502390
dtype: float64, 64902: const    -0.003154
vwretd    1.501890
dtype: float64, 64928: const     0.046072
vwretd   -0.003911
dtype: float64, 64929: const     0.004539
vwretd    1.215553
dtype: float64, 64936: const     0.007348
vwretd    0.307860
dtype: float64, 64937: const    -0.010615
vwretd    0.500625
dtype: float64, 64944: const    -0.010453
vwretd    1.390803
dtype: float64, 64945: const    -0.003677
vwretd    1.889472
dtype: float64, 64952: const     0.008862
vwretd    1.753869
dtype: float64, 64953: const    -0.047389
vwretd    0.243049
dtype: float64, 64960: const     0.000542
vwretd    1.393840
dtype: float64, 64961: const     0.008163
vwretd    0.944743
dtype: float64, 64979: const    -0.003569
vwretd    1.258460
dtype: float64, 64980: const    -0.004131
vwretd    2.125632
dtype: float64, 64987: const     0.010643
vwretd    1.089462
dtype: float64, 64988: const    -0.005731
vwretd    1.302657
dtype: float64, 64995: const     0.003018
vwretd    0.842535
dtype: float64, 64996: const     0.004647
vwretd    0.816731
dtype: float64, 65007: const    -0.021932
vwretd    2.344388
dtype: float64, 65008: const     0.002697
vwretd    1.986986
dtype: float64, 65015: const     0.000971
vwretd    0.893410
dtype: float64, 65016: const    -0.000360
vwretd    0.387625
dtype: float64, 65023: const     0.006595
vwretd    1.435737
dtype: float64, 65024: const    -0.003388
vwretd    1.933562
dtype: float64, 65031: const     0.028339
vwretd    0.560102
dtype: float64, 65032: const    -0.002664
vwretd    0.890930
dtype: float64, 65058: const    -0.002707
vwretd    2.154871
dtype: float64, 65059: const    -0.034272
vwretd    1.109969
dtype: float64, 65066: const     0.003452
vwretd    1.013887
dtype: float64, 65067: const     0.005943
vwretd    1.386318
dtype: float64, 65074: const    -0.000206
vwretd    1.547449
dtype: float64, 65075: const     0.051375
vwretd    2.076870
dtype: float64, 65082: const     0.010097
vwretd    1.015444
dtype: float64, 65083: const     0.010381
vwretd    1.153849
dtype: float64, 65090: const     0.000084
vwretd    1.601988
dtype: float64, 65091: const     0.005874
vwretd    1.058388
dtype: float64, 65103: const    -0.012348
vwretd    0.664261
dtype: float64, 65104: const    -0.017812
vwretd    0.650648
dtype: float64, 65111: const    -0.003023
vwretd    1.408438
dtype: float64, 65112: const    -0.083568
vwretd    1.605474
dtype: float64, 65138: const     0.006131
vwretd    0.843662
dtype: float64, 65139: const     0.002487
vwretd    2.270005
dtype: float64, 65146: const     0.010162
vwretd    0.711625
dtype: float64, 65154: const     0.005452
vwretd    0.784715
dtype: float64, 65155: const    -0.005887
vwretd    1.057855
dtype: float64, 65162: const     0.032297
vwretd    0.769735
dtype: float64, 65163: const     0.005870
vwretd    0.835358
dtype: float64, 65170: const     0.039373
vwretd    0.467524
dtype: float64, 65171: const     0.014554
vwretd    0.560133
dtype: float64, 65189: const    -0.010780
vwretd    2.032175
dtype: float64, 65197: const     0.021925
vwretd    1.533845
dtype: float64, 65198: const     0.008256
vwretd    2.135615
dtype: float64, 65218: const     0.014666
vwretd    0.808308
dtype: float64, 65219: const     0.031415
vwretd    1.887441
dtype: float64, 65226: const     0.010911
vwretd    0.602713
dtype: float64, 65227: const    -0.005685
vwretd    0.515479
dtype: float64, 65234: const     0.001689
vwretd    0.932095
dtype: float64, 65235: const     0.020508
vwretd   -2.249521
dtype: float64, 65242: const     0.006336
vwretd    2.079428
dtype: float64, 65243: const     0.032476
vwretd    0.062845
dtype: float64, 65250: const     0.003297
vwretd    1.604909
dtype: float64, 65251: const     0.082177
vwretd    1.378320
dtype: float64, 65269: const     0.004398
vwretd    0.688797
dtype: float64, 65270: const     0.013625
vwretd    1.192711
dtype: float64, 65277: const     0.016650
vwretd    1.296626
dtype: float64, 65278: const     0.008994
vwretd    0.553672
dtype: float64, 65285: const     0.001464
vwretd    1.832955
dtype: float64, 65293: const     0.010461
vwretd    0.888240
dtype: float64, 65294: const     0.011213
vwretd    0.687194
dtype: float64, 65306: const     0.004502
vwretd    0.851567
dtype: float64, 65307: const     0.005328
vwretd    1.084050
dtype: float64, 65314: const    -0.063510
vwretd    2.154894
dtype: float64, 65315: const    -0.006519
vwretd    1.167109
dtype: float64, 65322: const    -0.014583
vwretd    1.055183
dtype: float64, 65323: const     0.020362
vwretd    0.596399
dtype: float64, 65330: const     0.000940
vwretd    1.382961
dtype: float64, 65349: const     0.001074
vwretd    0.247117
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vwretd    3.239115
dtype: float64, 65357: const     0.001134
vwretd    1.352563
dtype: float64, 65358: const     0.029801
vwretd    0.806797
dtype: float64, 65365: const     0.005178
vwretd    1.154882
dtype: float64, 65373: const    -0.006736
vwretd    1.100136
dtype: float64, 65374: const    -0.008660
vwretd    0.982894
dtype: float64, 65381: const     0.004441
vwretd    0.266717
dtype: float64, 65402: const     0.006835
vwretd    0.936442
dtype: float64, 65403: const     0.033897
vwretd    1.175945
dtype: float64, 65410: const     0.022100
vwretd    1.314895
dtype: float64, 65429: const    -0.006649
vwretd    0.579014
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vwretd    0.996790
dtype: float64, 65437: const    -0.011555
vwretd    0.670913
dtype: float64, 65438: const     0.002970
vwretd    1.406776
dtype: float64, 65445: const     0.000451
vwretd    0.996100
dtype: float64, 65446: const     0.012149
vwretd    1.309040
dtype: float64, 65453: const    -0.001990
vwretd    0.555189
dtype: float64, 65461: const     0.010801
vwretd    0.139217
dtype: float64, 65462: const     0.038368
vwretd    1.498347
dtype: float64, 65488: const     0.028502
vwretd    1.754291
dtype: float64, 65496: const    -0.003216
vwretd    1.365130
dtype: float64, 65497: const     0.005431
vwretd    1.154266
dtype: float64, 65509: const    -0.000733
vwretd    1.492180
dtype: float64, 65510: const    -0.011199
vwretd    0.739432
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vwretd    0.994218
dtype: float64, 65518: const     0.004754
vwretd    2.050393
dtype: float64, 65525: const    -0.016042
vwretd    1.348782
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vwretd    1.690895
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vwretd    1.055184
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vwretd    0.559165
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vwretd    0.715783
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vwretd    0.920450
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vwretd    0.294421
dtype: float64, 65569: const     0.008896
vwretd    0.985054
dtype: float64, 65576: const    -0.047426
vwretd    1.517285
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vwretd    0.660593
dtype: float64, 65584: const     0.002313
vwretd    1.261490
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vwretd    0.364327
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vwretd    1.551101
dtype: float64, 65605: const     0.006350
vwretd    0.861041
dtype: float64, 65606: const     0.007205
vwretd    0.629842
dtype: float64, 65613: const    -0.015868
vwretd    1.975427
dtype: float64, 65614: const     0.000512
vwretd    0.227643
dtype: float64, 65621: const    -0.022859
vwretd    0.485192
dtype: float64, 65622: const    -0.034604
vwretd    1.311788
dtype: float64, 65648: const     0.004754
vwretd    0.383993
dtype: float64, 65649: const    -0.030633
vwretd    2.393897
dtype: float64, 65656: const     0.002334
vwretd    1.025730
dtype: float64, 65657: const     0.060830
vwretd    1.076994
dtype: float64, 65664: const    -0.052944
vwretd    1.152344
dtype: float64, 65665: const     0.007161
vwretd    0.493473
dtype: float64, 65672: const     0.012249
vwretd    0.437151
dtype: float64, 65673: const    -0.015585
vwretd    1.098674
dtype: float64, 65680: const    -0.036372
vwretd    2.594093
dtype: float64, 65681: const    -0.012013
vwretd    0.609390
dtype: float64, 65699: const     0.012996
vwretd    1.844907
dtype: float64, 65700: const     0.006262
vwretd    0.697644
dtype: float64, 65701: const     0.002168
vwretd    0.730521
dtype: float64, 65702: const     0.000567
vwretd    0.927804
dtype: float64, 65728: const    -0.025922
vwretd    0.356650
dtype: float64, 65729: const     0.017152
vwretd    2.200888
dtype: float64, 65736: const     0.003305
vwretd    1.070927
dtype: float64, 65737: const     0.003398
vwretd   -0.108046
dtype: float64, 65744: const    -0.003647
vwretd    0.751224
dtype: float64, 65752: const    -0.002815
vwretd    1.139050
dtype: float64, 65753: const     0.009468
vwretd    1.654363
dtype: float64, 65760: const    -0.008745
vwretd    0.446769
dtype: float64, 65761: const     0.012872
vwretd    0.438647
dtype: float64, 65779: const    -0.030216
vwretd    1.434520
dtype: float64, 65787: const     0.003129
vwretd    0.838173
dtype: float64, 65788: const    -0.001518
vwretd   -0.580074
dtype: float64, 65795: const     0.023805
vwretd    0.369358
dtype: float64, 65796: const    -0.015209
vwretd    0.812726
dtype: float64, 65808: const    -0.005395
vwretd    1.062755
dtype: float64, 65809: const     0.077274
vwretd    2.874541
dtype: float64, 65816: const     0.005491
vwretd    1.615311
dtype: float64, 65817: const     0.000507
vwretd    1.213319
dtype: float64, 65824: const    -0.018638
vwretd    1.419862
dtype: float64, 65825: const     0.009666
vwretd    1.296753
dtype: float64, 65832: const     0.012794
vwretd    0.715835
dtype: float64, 65833: const    -0.002563
vwretd    0.992321
dtype: float64, 65840: const     0.013534
vwretd    1.186345
dtype: float64, 65859: const     0.010511
vwretd    0.635732
dtype: float64, 65860: const     0.020630
vwretd    1.119184
dtype: float64, 65867: const    -0.013258
vwretd    0.987693
dtype: float64, 65875: const     0.004063
vwretd    0.541141
dtype: float64, 65883: const     0.006951
vwretd    0.654333
dtype: float64, 65884: const     0.002815
vwretd    0.778693
dtype: float64, 65891: const    -0.036061
vwretd    0.684498
dtype: float64, 65904: const    -0.005153
vwretd    1.774731
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vwretd    0.528697
dtype: float64, 65912: const     0.002229
vwretd    0.788558
dtype: float64, 65913: const     0.003267
vwretd    1.095981
dtype: float64, 65920: const     0.006245
vwretd    0.475583
dtype: float64, 65921: const     0.019770
vwretd    0.858763
dtype: float64, 65939: const     0.009339
vwretd    0.644837
dtype: float64, 65940: const     0.002006
vwretd    0.559210
dtype: float64, 65947: const     0.008068
vwretd    0.500981
dtype: float64, 65948: const     0.026914
vwretd    0.777283
dtype: float64, 65955: const     0.014545
vwretd    1.658540
dtype: float64, 65956: const     0.085678
vwretd    3.680003
dtype: float64, 65963: const     0.000056
vwretd    0.511375
dtype: float64, 65964: const     0.001497
vwretd    1.391264
dtype: float64, 65971: const    -0.010512
vwretd    1.108638
dtype: float64, 65972: const     0.022703
vwretd    0.443137
dtype: float64, 65999: const     0.017067
vwretd    0.934473
dtype: float64, 66018: const     0.004075
vwretd    0.699677
dtype: float64, 66026: const     0.00697
vwretd    0.71021
dtype: float64, 66027: const     0.003384
vwretd    1.059917
dtype: float64, 66034: const     0.014891
vwretd    2.033348
dtype: float64, 66035: const     0.045354
vwretd   -1.166032
dtype: float64, 66042: const     0.014597
vwretd    0.194591
dtype: float64, 66043: const    -0.001787
vwretd    0.666535
dtype: float64, 66050: const    -0.009144
vwretd    1.376495
dtype: float64, 66051: const     0.041129
vwretd    0.016155
dtype: float64, 66069: const     0.009819
vwretd    1.145095
dtype: float64, 66070: const     0.003929
vwretd    1.811643
dtype: float64, 66077: const    -0.011637
vwretd    1.282717
dtype: float64, 66078: const     0.013752
vwretd    0.689692
dtype: float64, 66085: const    -0.010655
vwretd    1.607346
dtype: float64, 66086: const     0.003946
vwretd    1.024428
dtype: float64, 66093: const     0.003802
vwretd    0.598822
dtype: float64, 66094: const     0.106729
vwretd    3.036944
dtype: float64, 66106: const    -0.024059
vwretd    1.491624
dtype: float64, 66114: const     0.003291
vwretd    1.399893
dtype: float64, 66115: const    -0.014531
vwretd    0.522694
dtype: float64, 66122: const     0.008788
vwretd    0.658920
dtype: float64, 66123: const     0.002650
vwretd    1.566244
dtype: float64, 66130: const    -0.014289
vwretd    1.316282
dtype: float64, 66149: const     0.008896
vwretd    0.617934
dtype: float64, 66157: const     0.001796
vwretd    0.919709
dtype: float64, 66158: const    -0.059125
vwretd    1.729602
dtype: float64, 66165: const     0.009686
vwretd    1.089740
dtype: float64, 66166: const    -0.010405
vwretd    1.073260
dtype: float64, 66173: const    -0.001562
vwretd    0.986492
dtype: float64, 66174: const     0.001777
vwretd    0.853284
dtype: float64, 66181: const     0.011632
vwretd    1.072657
dtype: float64, 66202: const    -0.001512
vwretd    1.033073
dtype: float64, 66203: const     0.061466
vwretd    1.902339
dtype: float64, 66210: const     0.009448
vwretd    0.366824
dtype: float64, 66211: const     0.022635
vwretd    1.548929
dtype: float64, 66229: const     0.007368
vwretd    0.783767
dtype: float64, 66230: const    -0.035619
vwretd    0.697296
dtype: float64, 66237: const     0.012923
vwretd    1.354935
dtype: float64, 66238: const     0.015893
vwretd    1.423656
dtype: float64, 66245: const     0.003483
vwretd    1.263851
dtype: float64, 66246: const    -0.008810
vwretd    2.738746
dtype: float64, 66253: const    -0.001127
vwretd    1.202066
dtype: float64, 66254: const     0.001516
vwretd    1.108131
dtype: float64, 66261: const    -0.025967
vwretd    0.615292
dtype: float64, 66262: const     0.011599
vwretd    0.346389
dtype: float64, 66288: const    -0.009830
vwretd    1.343435
dtype: float64, 66289: const     0.013777
vwretd    1.056605
dtype: float64, 66296: const     0.008644
vwretd    0.650453
dtype: float64, 66297: const     0.011664
vwretd    0.146654
dtype: float64, 66309: const    -0.002187
vwretd    0.770696
dtype: float64, 66310: const     0.008272
vwretd    0.548038
dtype: float64, 66317: const    -0.010064
vwretd    1.560878
dtype: float64, 66318: const    -0.062574
vwretd    1.212902
dtype: float64, 66325: const     0.005926
vwretd    0.966931
dtype: float64, 66326: const    -0.016497
vwretd    1.872321
dtype: float64, 66333: const    -0.001718
vwretd    0.952893
dtype: float64, 66334: const     0.016196
vwretd   -0.205078
dtype: float64, 66341: const    -0.035001
vwretd    0.681509
dtype: float64, 66342: const    -0.065104
vwretd    0.839593
dtype: float64, 66368: const     0.000888
vwretd    1.372610
dtype: float64, 66369: const    -0.002813
vwretd    1.447375
dtype: float64, 66376: const     0.008727
vwretd    0.894213
dtype: float64, 66384: const     0.002375
vwretd    1.639925
dtype: float64, 66385: const    -0.025099
vwretd    1.080788
dtype: float64, 66392: const     0.004484
vwretd    0.316973
dtype: float64, 66393: const     0.004829
vwretd    0.975610
dtype: float64, 66405: const    -0.000442
vwretd    0.942731
dtype: float64, 66406: const     0.028678
vwretd    0.839376
dtype: float64, 66413: const     0.007539
vwretd    0.888288
dtype: float64, 66414: const     0.017837
vwretd    0.202020
dtype: float64, 66421: const    -0.013354
vwretd    0.788212
dtype: float64, 66422: const    -0.002498
vwretd    0.932795
dtype: float64, 66448: const    -0.024650
vwretd    0.780874
dtype: float64, 66449: const    -0.004170
vwretd    1.712769
dtype: float64, 66456: const    -0.010380
vwretd    1.658726
dtype: float64, 66464: const    -0.005393
vwretd    1.200097
dtype: float64, 66465: const     0.015839
vwretd    1.409871
dtype: float64, 66472: const     0.010650
vwretd    1.179296
dtype: float64, 66473: const    -0.041002
vwretd    0.713519
dtype: float64, 66480: const    -0.007819
vwretd    0.821213
dtype: float64, 66481: const    -0.016361
vwretd    0.811494
dtype: float64, 66499: const     0.018607
vwretd    1.326700
dtype: float64, 66500: const     0.006185
vwretd   -0.065141
dtype: float64, 66501: const    -0.006563
vwretd    0.818191
dtype: float64, 66528: const    -0.023201
vwretd    1.167544
dtype: float64, 66529: const    -0.022191
vwretd    1.224939
dtype: float64, 66536: const    -0.000023
vwretd    0.827671
dtype: float64, 66537: const    -0.011593
vwretd    1.933386
dtype: float64, 66544: const     0.007091
vwretd    0.987016
dtype: float64, 66545: const     0.000887
vwretd    0.892146
dtype: float64, 66552: const     0.015417
vwretd    1.068108
dtype: float64, 66553: const     0.010878
vwretd    0.620182
dtype: float64, 66560: const    -0.037987
vwretd    2.960312
dtype: float64, 66561: const     0.009823
vwretd    0.524404
dtype: float64, 66579: const    -0.047983
vwretd    1.692017
dtype: float64, 66580: const    -0.019565
vwretd   -0.111367
dtype: float64, 66587: const     0.004623
vwretd    1.081923
dtype: float64, 66588: const    -0.008968
vwretd    1.204565
dtype: float64, 66595: const     0.001378
vwretd    1.269146
dtype: float64, 66596: const    -0.06742
vwretd   -1.20489
dtype: float64, 66608: const     0.008503
vwretd    0.981021
dtype: float64, 66609: const    -0.101419
vwretd    0.316161
dtype: float64, 66616: const     0.000005
vwretd    1.303536
dtype: float64, 66617: const     0.007897
vwretd    0.980253
dtype: float64, 66624: const     0.000463
vwretd    0.583981
dtype: float64, 66625: const     0.005307
vwretd    0.045212
dtype: float64, 66632: const    -0.000561
vwretd   -0.016841
dtype: float64, 66633: const     0.002340
vwretd    0.034345
dtype: float64, 66640: const     0.010762
vwretd    1.228911
dtype: float64, 66641: const    -0.014424
vwretd    1.246010
dtype: float64, 66659: const     0.000100
vwretd    0.584649
dtype: float64, 66660: const     0.102012
vwretd   -3.461674
dtype: float64, 66667: const    -0.000298
vwretd    1.105702
dtype: float64, 66668: const    -0.143338
vwretd    0.838956
dtype: float64, 66675: const    -0.01311
vwretd    0.81556
dtype: float64, 66676: const     0.033432
vwretd    0.472908
dtype: float64, 66683: const     0.007962
vwretd    1.172939
dtype: float64, 66684: const    -0.012605
vwretd    0.071355
dtype: float64, 66691: const     0.029846
vwretd    0.362750
dtype: float64, 66692: const     0.019893
vwretd    2.025009
dtype: float64, 66704: const    -0.074237
vwretd    2.377291
dtype: float64, 66705: const    -0.010101
vwretd    1.490407
dtype: float64, 66712: const    -0.074765
vwretd    0.211727
dtype: float64, 66713: const     0.004469
vwretd    1.484804
dtype: float64, 66720: const     0.014964
vwretd    1.398147
dtype: float64, 66721: const     0.015304
vwretd    1.195493
dtype: float64, 66739: const    -0.000974
vwretd    1.369730
dtype: float64, 66740: const     0.008437
vwretd    0.319444
dtype: float64, 66747: const     0.006650
vwretd    0.952231
dtype: float64, 66748: const     0.026628
vwretd    0.780108
dtype: float64, 66755: const     0.012141
vwretd    1.183281
dtype: float64, 66756: const     0.028379
vwretd    0.380972
dtype: float64, 66764: const    -0.005685
vwretd    0.264457
dtype: float64, 66771: const     0.006068
vwretd    1.402023
dtype: float64, 66798: const     0.005766
vwretd    1.567176
dtype: float64, 66799: const     0.002006
vwretd    1.245201
dtype: float64, 66800: const    -0.000437
vwretd    1.399628
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vwretd    1.309650
dtype: float64, 66819: const     0.003831
vwretd    1.200889
dtype: float64, 66827: const     0.139915
vwretd   -2.250953
dtype: float64, 66828: const     0.002816
vwretd    1.395527
dtype: float64, 66835: const    -0.000816
vwretd    0.939910
dtype: float64, 66836: const    -0.008131
vwretd    1.855586
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vwretd    1.547036
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vwretd   -0.559846
dtype: float64, 66851: const     0.001657
vwretd    0.336277
dtype: float64, 66852: const     0.000129
vwretd    1.120498
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vwretd    1.249893
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vwretd    1.229058
dtype: float64, 66886: const    -0.037026
vwretd    0.834043
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vwretd    1.391971
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vwretd    0.513416
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vwretd    1.280424
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vwretd    1.648174
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vwretd    0.786205
dtype: float64, 66924: const    -0.036958
vwretd    1.412803
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vwretd    1.054968
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vwretd    0.835490
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vwretd    0.501720
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vwretd    1.402016
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vwretd    0.538574
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vwretd    0.596582
dtype: float64, 66974: const    -0.020255
vwretd    0.679537
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vwretd    1.729131
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vwretd    0.272921
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vwretd    2.149236
dtype: float64, 66990: const     0.003597
vwretd    0.645351
dtype: float64, 66991: const     0.004431
vwretd    0.485836
dtype: float64, 67002: const    -0.004795
vwretd    1.002861
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vwretd    1.342339
dtype: float64, 67010: const     0.001313
vwretd    1.730421
dtype: float64, 67011: const    -0.061756
vwretd    0.557527
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vwretd    1.084151
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vwretd    1.231463
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vwretd    1.335340
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vwretd    0.0
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vwretd    2.595216
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vwretd    0.818665
dtype: float64, 67053: const    -0.009981
vwretd    0.788575
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vwretd    0.510711
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vwretd    1.136272
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vwretd    0.412567
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vwretd    0.087965
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vwretd    0.505769
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vwretd    1.948814
dtype: float64, 67109: const    -0.088461
vwretd    3.106007
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vwretd    0.304041
dtype: float64, 67117: const    -0.039380
vwretd    0.722484
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vwretd    0.352074
dtype: float64, 67125: const     0.003554
vwretd    0.566881
dtype: float64, 67126: const    -0.034349
vwretd    1.995578
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vwretd    0.998570
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vwretd    0.130668
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vwretd    1.247430
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vwretd   -0.249414
dtype: float64, 67176: const     0.006729
vwretd    0.809329
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vwretd    0.881210
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vwretd    2.186277
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vwretd    1.570312
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vwretd    0.904624
dtype: float64, 67205: const     0.009111
vwretd    1.469483
dtype: float64, 67206: const    -0.014062
vwretd    0.936863
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vwretd    0.231519
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vwretd    0.731862
dtype: float64, 67221: const    -0.072153
vwretd    1.972422
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vwretd    1.681380
dtype: float64, 67248: const    -0.005690
vwretd    1.277334
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vwretd    0.416023
dtype: float64, 67256: const     0.008422
vwretd    2.180348
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vwretd    1.544619
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vwretd    0.434597
dtype: float64, 67265: const    -0.012723
vwretd    0.257478
dtype: float64, 67272: const     0.008222
vwretd    0.392387
dtype: float64, 67273: const    -0.029957
vwretd    1.003868
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vwretd    1.832682
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vwretd    1.759014
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vwretd    0.730578
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vwretd    1.738701
dtype: float64, 67328: const     0.007206
vwretd    1.242300
dtype: float64, 67329: const    -0.093385
vwretd    2.610607
dtype: float64, 67336: const     0.009177
vwretd    1.651755
dtype: float64, 67344: const     0.002533
vwretd    0.631712
dtype: float64, 67345: const    -0.008556
vwretd    2.030386
dtype: float64, 67352: const    -0.065943
vwretd    1.082454
dtype: float64, 67353: const     0.049315
vwretd    1.773617
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vwretd    0.375566
dtype: float64, 67361: const     0.006741
vwretd    1.945769
dtype: float64, 67379: const    -0.071652
vwretd    1.064953
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vwretd    0.076551
dtype: float64, 67387: const    -0.013004
vwretd    0.924762
dtype: float64, 67396: const    -0.021346
vwretd    1.033795
dtype: float64, 67408: const    -0.029289
vwretd    0.609003
dtype: float64, 67409: const     0.006416
vwretd   -1.406329
dtype: float64, 67416: const     0.029328
vwretd    0.515111
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vwretd    0.849540
dtype: float64, 67425: const    -0.014619
vwretd    1.073078
dtype: float64, 67432: const     0.003726
vwretd    1.393833
dtype: float64, 67433: const    -0.019599
vwretd    2.668073
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vwretd    0.027907
dtype: float64, 67441: const     0.008028
vwretd    0.975792
dtype: float64, 67459: const     0.009879
vwretd    1.426172
dtype: float64, 67467: const     0.002266
vwretd    1.228589
dtype: float64, 67468: const    -0.020353
vwretd    1.380435
dtype: float64, 67475: const    -0.007165
vwretd    0.745024
dtype: float64, 67476: const     0.015798
vwretd    0.807560
dtype: float64, 67483: const     0.002287
vwretd    0.659414
dtype: float64, 67484: const    -0.046178
vwretd    1.623512
dtype: float64, 67491: const    -0.011707
vwretd    0.836338
dtype: float64, 67492: const     0.009216
vwretd    0.605646
dtype: float64, 67504: const     0.004274
vwretd    1.045607
dtype: float64, 67505: const     0.112270
vwretd    0.546458
dtype: float64, 67512: const    -0.063382
vwretd    0.755906
dtype: float64, 67520: const    -0.012466
vwretd    1.859061
dtype: float64, 67521: const    -0.009284
vwretd    0.418674
dtype: float64, 67539: const     0.002078
vwretd    0.392648
dtype: float64, 67540: const     0.006514
vwretd    1.008969
dtype: float64, 67547: const     0.012615
vwretd    0.169565
dtype: float64, 67555: const    -0.035133
vwretd    2.017056
dtype: float64, 67556: const    -0.007558
vwretd    0.496972
dtype: float64, 67563: const    -0.001101
vwretd    1.033421
dtype: float64, 67564: const     0.004919
vwretd    1.190557
dtype: float64, 67571: const     0.005942
vwretd    1.883821
dtype: float64, 67572: const     0.024631
vwretd    0.301745
dtype: float64, 67598: const     0.006933
vwretd    0.520674
dtype: float64, 67599: const     0.005023
vwretd    0.674792
dtype: float64, 67600: const     0.010601
vwretd    1.075554
dtype: float64, 67601: const     0.059400
vwretd    1.225093
dtype: float64, 67619: const    -0.005463
vwretd    0.573421
dtype: float64, 67620: const     0.004193
vwretd    0.795771
dtype: float64, 67627: const     0.012105
vwretd    1.206662
dtype: float64, 67628: const     0.017809
vwretd    0.976662
dtype: float64, 67635: const     0.04875
vwretd    0.20262
dtype: float64, 67636: const    -0.048840
vwretd    0.296465
dtype: float64, 67643: const     0.025733
vwretd    0.329308
dtype: float64, 67651: const    -0.041503
vwretd    0.907588
dtype: float64, 67652: const     0.001660
vwretd    0.540318
dtype: float64, 67678: const     0.005224
vwretd    1.253255
dtype: float64, 67679: const     0.015242
vwretd    0.564345
dtype: float64, 67686: const    -0.053256
vwretd    1.210901
dtype: float64, 67687: const    -0.111731
vwretd   -0.092823
dtype: float64, 67694: const    -0.044797
vwretd    1.895943
dtype: float64, 67695: const     0.030100
vwretd    0.020163
dtype: float64, 67707: const     0.020788
vwretd    0.563013
dtype: float64, 67708: const     0.004152
vwretd    1.000847
dtype: float64, 67715: const     0.002673
vwretd    1.191992
dtype: float64, 67716: const    -0.030100
vwretd    1.508817
dtype: float64, 67723: const     0.017597
vwretd    0.741677
dtype: float64, 67724: const    -0.123967
vwretd    1.450014
dtype: float64, 67731: const    -0.018132
vwretd    1.347990
dtype: float64, 67732: const     0.003558
vwretd    1.229722
dtype: float64, 67758: const    -0.004953
vwretd    0.254252
dtype: float64, 67759: const     0.014840
vwretd    0.783748
dtype: float64, 67766: const     0.000033
vwretd    1.684278
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vwretd    0.528807
dtype: float64, 67775: const    -0.039497
vwretd    0.543363
dtype: float64, 67782: const     0.009495
vwretd    1.042789
dtype: float64, 67783: const     0.040304
vwretd    1.253670
dtype: float64, 67790: const    -0.013820
vwretd    1.556316
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vwretd    0.597977
dtype: float64, 67803: const    -0.007154
vwretd    0.960250
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vwretd    0.742957
dtype: float64, 67846: const    -0.104650
vwretd    1.484752
dtype: float64, 67847: const     0.020825
vwretd    0.441584
dtype: float64, 67854: const     0.004144
vwretd    0.322244
dtype: float64, 67855: const    -0.013107
vwretd    0.607323
dtype: float64, 67862: const    -0.001068
vwretd    0.549150
dtype: float64, 67863: const    -0.009536
vwretd   -1.795108
dtype: float64, 67870: const     0.002317
vwretd    0.410433
dtype: float64, 67871: const    -0.065325
vwretd    0.789166
dtype: float64, 67889: const    -0.009408
vwretd    0.971105
dtype: float64, 67897: const     0.021861
vwretd    1.429421
dtype: float64, 67898: const     0.009727
vwretd    1.431684
dtype: float64, 67918: const    -0.052811
vwretd    1.603397
dtype: float64, 67919: const     0.125287
vwretd    6.501640
dtype: float64, 67926: const    -0.048632
vwretd    1.665919
dtype: float64, 67927: const    -0.028015
vwretd    0.896534
dtype: float64, 67934: const     0.012272
vwretd    0.633633
dtype: float64, 67935: const    -0.051767
vwretd    0.714306
dtype: float64, 67942: const     0.010676
vwretd    0.386550
dtype: float64, 67943: const    -0.020078
vwretd    1.075455
dtype: float64, 67950: const     0.081009
vwretd   -1.153921
dtype: float64, 67951: const     0.007466
vwretd    2.030705
dtype: float64, 67969: const    -0.044404
vwretd    1.638556
dtype: float64, 67970: const     0.007742
vwretd    0.820835
dtype: float64, 67977: const    -0.007587
vwretd    0.873251
dtype: float64, 67985: const    -0.024757
vwretd    1.023745
dtype: float64, 67993: const     0.000225
vwretd    0.874301
dtype: float64, 67994: const    -0.000858
vwretd    1.015513
dtype: float64, 68005: const    -0.042195
vwretd    1.269252
dtype: float64, 68006: const    -0.013290
vwretd    0.848823
dtype: float64, 68013: const     0.007978
vwretd    0.529835
dtype: float64, 68021: const     0.004925
vwretd    0.744064
dtype: float64, 68022: const     0.016098
vwretd    1.283872
dtype: float64, 68048: const    -0.005556
vwretd    1.120920
dtype: float64, 68049: const     0.006638
vwretd    0.968308
dtype: float64, 68056: const    -0.007914
vwretd    1.186712
dtype: float64, 68057: const    -0.019493
vwretd    1.047137
dtype: float64, 68064: const    -0.003157
vwretd    0.741837
dtype: float64, 68065: const     0.003584
vwretd    0.740269
dtype: float64, 68072: const     0.002550
vwretd    0.692595
dtype: float64, 68073: const     0.006321
vwretd    0.262425
dtype: float64, 68080: const    -0.008204
vwretd    0.483412
dtype: float64, 68081: const     0.062808
vwretd    1.818933
dtype: float64, 68099: const     0.035803
vwretd    1.223989
dtype: float64, 68100: const    -0.007316
vwretd    0.759051
dtype: float64, 68101: const    -0.000660
vwretd    0.386948
dtype: float64, 68102: const     0.008546
vwretd    1.042667
dtype: float64, 68128: const    -0.008816
vwretd    0.754227
dtype: float64, 68129: const    -0.004655
vwretd    0.791261
dtype: float64, 68136: const    -0.002765
vwretd    0.775515
dtype: float64, 68137: const    -0.060441
vwretd    0.896998
dtype: float64, 68144: const     0.001743
vwretd    1.007282
dtype: float64, 68145: const    -0.004684
vwretd    1.624684
dtype: float64, 68152: const    -0.006775
vwretd    0.383431
dtype: float64, 68153: const     0.020589
vwretd    0.256898
dtype: float64, 68160: const     0.001889
vwretd    0.647995
dtype: float64, 68161: const     0.010463
vwretd    1.948780
dtype: float64, 68180: const    -0.056773
vwretd    0.966054
dtype: float64, 68187: const     0.003373
vwretd    0.839841
dtype: float64, 68188: const    -0.037537
vwretd    0.643534
dtype: float64, 68195: const    -0.008421
vwretd    1.395801
dtype: float64, 68196: const     0.005741
vwretd    1.166483
dtype: float64, 68208: const    -0.029850
vwretd    1.251607
dtype: float64, 68209: const    -0.008004
vwretd    1.108965
dtype: float64, 68216: const    -0.011416
vwretd    1.158226
dtype: float64, 68217: const     0.000744
vwretd    0.327373
dtype: float64, 68225: const     0.018875
vwretd    1.957763
dtype: float64, 68232: const     0.010131
vwretd    0.638392
dtype: float64, 68233: const     0.004908
vwretd    0.657856
dtype: float64, 68240: const     0.008680
vwretd    0.083292
dtype: float64, 68241: const     0.005555
vwretd    0.283073
dtype: float64, 68259: const     0.024641
vwretd    2.016460
dtype: float64, 68260: const    -0.133409
vwretd    1.028775
dtype: float64, 68267: const     0.010574
vwretd    0.552764
dtype: float64, 68275: const    -0.002145
vwretd    0.467570
dtype: float64, 68276: const    -0.079841
vwretd   -0.231346
dtype: float64, 68283: const    -0.000282
vwretd    1.460014
dtype: float64, 68284: const    -0.021903
vwretd    1.183908
dtype: float64, 68291: const    -0.012471
vwretd    0.784516
dtype: float64, 68292: const     0.007940
vwretd    0.775786
dtype: float64, 68304: const    -0.004354
vwretd    1.571565
dtype: float64, 68305: const     0.004420
vwretd    1.536862
dtype: float64, 68312: const     0.009871
vwretd    0.459160
dtype: float64, 68313: const     0.010565
vwretd    0.856658
dtype: float64, 68320: const     0.015837
vwretd    1.397232
dtype: float64, 68321: const     0.011955
vwretd    2.317103
dtype: float64, 68339: const    -0.034452
vwretd    1.946190
dtype: float64, 68340: const     0.016331
vwretd    1.192834
dtype: float64, 68347: const     0.012591
vwretd    1.413976
dtype: float64, 68348: const    -0.023413
vwretd    1.559607
dtype: float64, 68355: const    -0.003753
vwretd    0.721932
dtype: float64, 68363: const    -0.039671
vwretd    1.387517
dtype: float64, 68364: const    -0.022092
vwretd    1.036680
dtype: float64, 68371: const    -0.012251
vwretd    0.608985
dtype: float64, 68372: const    -0.122384
vwretd   -3.359810
dtype: float64, 68398: const     0.006256
vwretd    0.901342
dtype: float64, 68400: const    -0.010103
vwretd    0.800916
dtype: float64, 68401: const     0.008434
vwretd    0.308474
dtype: float64, 68419: const     0.007254
vwretd    0.479377
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vwretd    0.037280
dtype: float64, 68427: const    -0.000165
vwretd    1.045586
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vwretd    1.740828
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vwretd    1.653952
dtype: float64, 68444: const     0.013630
vwretd    0.597604
dtype: float64, 68451: const     0.002860
vwretd    1.031199
dtype: float64, 68452: const    -0.011488
vwretd    1.303553
dtype: float64, 68478: const     0.012141
vwretd    2.186196
dtype: float64, 68479: const    -0.040565
vwretd   -0.355783
dtype: float64, 68486: const    -0.015091
vwretd    0.902429
dtype: float64, 68487: const     0.029726
vwretd    2.444755
dtype: float64, 68494: const    -0.015871
vwretd    1.277483
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vwretd    0.072539
dtype: float64, 68507: const     0.036978
vwretd    1.376924
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vwretd    0.713264
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vwretd    0.219568
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vwretd    0.851329
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vwretd    1.280112
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vwretd    0.664293
dtype: float64, 68531: const    -0.027834
vwretd    1.718975
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vwretd    1.253961
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vwretd    0.318580
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vwretd    0.487070
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vwretd    0.435371
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vwretd    1.256192
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vwretd    1.085483
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vwretd    0.465596
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vwretd    1.105555
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vwretd    1.029548
dtype: float64, 68603: const     0.041052
vwretd    0.697486
dtype: float64, 68604: const     0.00677
vwretd    1.01902
dtype: float64, 68611: const    -0.003262
vwretd    1.610651
dtype: float64, 68612: const    -0.040050
vwretd    0.000247
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vwretd    1.275244
dtype: float64, 68646: const    -0.020275
vwretd    0.819614
dtype: float64, 68647: const     0.002807
vwretd    1.680686
dtype: float64, 68654: const     0.010074
vwretd    1.558438
dtype: float64, 68655: const     0.007092
vwretd    0.418805
dtype: float64, 68662: const     0.007281
vwretd    0.535871
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vwretd    0.961551
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vwretd    0.886788
dtype: float64, 68671: const    -0.003523
vwretd    0.536830
dtype: float64, 68689: const     0.040070
vwretd    0.278163
dtype: float64, 68697: const    -0.004873
vwretd    0.604801
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vwretd    1.124844
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vwretd    0.368100
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vwretd    1.015198
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vwretd    0.492351
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vwretd   -2.965322
dtype: float64, 68734: const     0.020398
vwretd    2.486087
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vwretd    1.136157
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vwretd    0.721045
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vwretd    0.226217
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vwretd   -0.258257
dtype: float64, 68769: const    -0.012231
vwretd    0.194771
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vwretd    0.326341
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vwretd    0.443744
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vwretd    0.018835
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vwretd    1.626323
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vwretd    1.420092
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vwretd    0.991021
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vwretd    0.691700
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vwretd    1.026459
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vwretd    0.631259
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vwretd    1.090373
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vwretd   -1.325121
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vwretd    0.306846
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vwretd    1.62804
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vwretd    1.425773
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vwretd    1.100842
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vwretd    0.531947
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vwretd    1.131789
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vwretd    1.442326
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vwretd    1.516299
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vwretd    1.372792
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vwretd    2.257820
dtype: float64, 68902: const    -0.000220
vwretd    0.046626
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vwretd    1.833834
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vwretd    0.597365
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vwretd    0.947669
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vwretd    0.189266
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vwretd    1.669219
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vwretd    0.521493
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vwretd    0.981812
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vwretd    1.621034
dtype: float64, 68953: const    -0.002419
vwretd    1.236742
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vwretd    0.736145
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vwretd    0.974885
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vwretd    0.881556
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vwretd    0.555689
dtype: float64, 68996: const     0.019632
vwretd    0.953065
dtype: float64, 68997: const    -0.021591
vwretd    1.343922
dtype: float64, 69008: const    -0.002513
vwretd    0.637425
dtype: float64, 69016: const     0.010159
vwretd    0.777582
dtype: float64, 69017: const    -0.006475
vwretd    0.199317
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vwretd    1.662037
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vwretd    2.374188
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vwretd    1.632973
dtype: float64, 69033: const    -0.006395
vwretd    1.019088
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vwretd    0.799029
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vwretd    0.854293
dtype: float64, 69059: const     0.00738
vwretd    0.35421
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vwretd    0.975102
dtype: float64, 69067: const     0.003223
vwretd    0.975945
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vwretd    1.205718
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vwretd    1.738311
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vwretd    1.364791
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vwretd    0.424671
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vwretd    0.367737
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vwretd    0.239658
dtype: float64, 69104: const     0.009315
vwretd    0.150207
dtype: float64, 69112: const    -0.002982
vwretd    0.246019
dtype: float64, 69120: const     0.003805
vwretd    0.852479
dtype: float64, 69121: const    -0.006238
vwretd    1.362381
dtype: float64, 69139: const    -0.012881
vwretd    1.558976
dtype: float64, 69140: const     0.035196
vwretd    1.409864
dtype: float64, 69147: const     0.007922
vwretd    0.479942
dtype: float64, 69155: const     0.010604
vwretd    1.275379
dtype: float64, 69156: const     0.009981
vwretd    1.011633
dtype: float64, 69163: const     0.010200
vwretd    0.772823
dtype: float64, 69164: const     0.005137
vwretd    1.472225
dtype: float64, 69171: const    -0.006900
vwretd    1.314789
dtype: float64, 69172: const    -0.039951
vwretd    0.606830
dtype: float64, 69198: const     0.093589
vwretd   -0.424371
dtype: float64, 69199: const     0.006371
vwretd    1.034703
dtype: float64, 69200: const     0.007610
vwretd    1.534317
dtype: float64, 69201: const     0.007606
vwretd    0.805618
dtype: float64, 69219: const     0.004201
vwretd    0.826454
dtype: float64, 69220: const     0.020984
vwretd    1.617533
dtype: float64, 69227: const     0.001572
vwretd    1.353051
dtype: float64, 69228: const     0.042654
vwretd    3.272060
dtype: float64, 69235: const    -0.028234
vwretd    3.004645
dtype: float64, 69236: const    -0.051354
vwretd    3.155747
dtype: float64, 69243: const    -0.000606
vwretd    0.463076
dtype: float64, 69244: const    -0.003456
vwretd    1.198253
dtype: float64, 69251: const     0.004072
vwretd    0.137767
dtype: float64, 69252: const    -0.001773
vwretd   -0.072936
dtype: float64, 69278: const     0.075942
vwretd    0.134385
dtype: float64, 69279: const     0.019292
vwretd    1.319672
dtype: float64, 69286: const     0.004512
vwretd    1.835366
dtype: float64, 69287: const    -0.002018
vwretd    1.021968
dtype: float64, 69294: const     0.004826
vwretd    1.684524
dtype: float64, 69295: const     0.009877
vwretd    0.707850
dtype: float64, 69307: const     0.008055
vwretd    1.094520
dtype: float64, 69308: const    -0.036966
vwretd    2.040591
dtype: float64, 69315: const    -0.063423
vwretd    0.891152
dtype: float64, 69316: const    -0.051528
vwretd    1.981171
dtype: float64, 69323: const    -0.000661
vwretd    1.853315
dtype: float64, 69324: const    -0.013584
vwretd    0.507865
dtype: float64, 69331: const     0.001315
vwretd    0.684139
dtype: float64, 69332: const     0.002132
vwretd    1.296929
dtype: float64, 69358: const     0.006800
vwretd    1.676184
dtype: float64, 69359: const    -0.032452
vwretd    1.237373
dtype: float64, 69366: const     0.002635
vwretd    0.430570
dtype: float64, 69374: const    -0.020670
vwretd    0.744374
dtype: float64, 69382: const     0.006070
vwretd    1.014955
dtype: float64, 69383: const     0.100745
vwretd    0.022739
dtype: float64, 69390: const     0.004862
vwretd    1.090653
dtype: float64, 69391: const     0.011919
vwretd    1.591424
dtype: float64, 69403: const    -0.001495
vwretd    0.550521
dtype: float64, 69404: const    -0.025743
vwretd    0.657728
dtype: float64, 69411: const    -0.004087
vwretd    0.790834
dtype: float64, 69438: const    -0.007366
vwretd    0.477875
dtype: float64, 69439: const     0.041959
vwretd    0.968731
dtype: float64, 69446: const     0.006226
vwretd    0.335196
dtype: float64, 69447: const    -0.004151
vwretd    1.412988
dtype: float64, 69454: const    -0.017327
vwretd    0.033245
dtype: float64, 69455: const    -0.028237
vwretd   -0.553015
dtype: float64, 69462: const    -0.024243
vwretd    0.470624
dtype: float64, 69463: const    -0.056823
vwretd    2.536790
dtype: float64, 69470: const     0.035055
vwretd    0.229160
dtype: float64, 69471: const     0.004151
vwretd    1.236813
dtype: float64, 69489: const    -0.006304
vwretd    1.886514
dtype: float64, 69497: const     0.022879
vwretd    0.558048
dtype: float64, 69518: const     0.002188
vwretd    0.561665
dtype: float64, 69519: const     0.012680
vwretd    0.471438
dtype: float64, 69526: const    -0.009439
vwretd    0.940928
dtype: float64, 69527: const     0.008165
vwretd    1.586152
dtype: float64, 69534: const     0.000386
vwretd    0.368039
dtype: float64, 69535: const     0.052484
vwretd    1.934271
dtype: float64, 69542: const     0.009148
vwretd    1.229715
dtype: float64, 69543: const    -0.033515
vwretd    0.698118
dtype: float64, 69550: const     0.011376
vwretd    0.956129
dtype: float64, 69551: const    -0.061667
vwretd    0.541718
dtype: float64, 69569: const    -0.015318
vwretd    1.935187
dtype: float64, 69570: const     0.014937
vwretd    2.510031
dtype: float64, 69585: const     0.001878
vwretd    0.711116
dtype: float64, 69586: const     0.001957
vwretd    0.768945
dtype: float64, 69593: const    -0.000796
vwretd    1.656701
dtype: float64, 69594: const     0.015952
vwretd    0.274322
dtype: float64, 69606: const     0.009333
vwretd    0.903742
dtype: float64, 69607: const     0.001340
vwretd    1.844526
dtype: float64, 69614: const    -0.063802
vwretd    1.561245
dtype: float64, 69622: const     0.014298
vwretd    0.909886
dtype: float64, 69623: const    -0.020714
vwretd    0.745550
dtype: float64, 69630: const    -0.010394
vwretd    1.374744
dtype: float64, 69631: const    -0.017421
vwretd    0.491028
dtype: float64, 69649: const     0.005629
vwretd    1.384842
dtype: float64, 69650: const     0.006288
vwretd    1.673395
dtype: float64, 69657: const    -0.002253
vwretd    1.150529
dtype: float64, 69658: const     0.036505
vwretd    2.681525
dtype: float64, 69665: const    -0.009144
vwretd    1.048020
dtype: float64, 69666: const    -0.014509
vwretd    0.098667
dtype: float64, 69673: const    -0.024381
vwretd    1.168863
dtype: float64, 69674: const     0.013039
vwretd    0.448545
dtype: float64, 69681: const     0.043658
vwretd    2.435833
dtype: float64, 69682: const     0.011445
vwretd    0.495112
dtype: float64, 69702: const    -0.003792
vwretd    0.653588
dtype: float64, 69703: const    -0.002089
vwretd    0.565025
dtype: float64, 69710: const     0.002304
vwretd    0.747912
dtype: float64, 69711: const     0.038220
vwretd    0.514703
dtype: float64, 69729: const     0.027499
vwretd    1.191510
dtype: float64, 69730: const     0.002296
vwretd    0.166308
dtype: float64, 69737: const     0.036298
vwretd    1.857956
dtype: float64, 69745: const     0.042241
vwretd    1.149410
dtype: float64, 69746: const     0.024559
vwretd    0.196539
dtype: float64, 69754: const     0.016402
vwretd    0.542629
dtype: float64, 69761: const    -0.000823
vwretd    1.320742
dtype: float64, 69762: const     0.013971
vwretd    0.549021
dtype: float64, 69788: const     0.001779
vwretd    0.037808
dtype: float64, 69789: const     0.021887
vwretd    0.943048
dtype: float64, 69796: const     0.009937
vwretd    0.787308
dtype: float64, 69809: const    -0.030035
vwretd    1.421620
dtype: float64, 69810: const     0.015587
vwretd    0.119615
dtype: float64, 69818: const     0.017221
vwretd    0.750186
dtype: float64, 69825: const    -0.007767
vwretd    1.627661
dtype: float64, 69826: const     0.005606
vwretd    0.792702
dtype: float64, 69834: const    -0.008877
vwretd    0.823023
dtype: float64, 69842: const     0.009831
vwretd    0.505507
dtype: float64, 69868: const     0.029977
vwretd   -0.712966
dtype: float64, 69877: const    -0.001844
vwretd    1.588337
dtype: float64, 69884: const    -0.039324
vwretd    1.730309
dtype: float64, 69885: const    -0.017917
vwretd    1.704932
dtype: float64, 69892: const     0.010408
vwretd    0.529803
dtype: float64, 69893: const     0.007399
vwretd    1.281304
dtype: float64, 69905: const     0.009486
vwretd    0.298164
dtype: float64, 69906: const    -0.006383
vwretd    0.751670
dtype: float64, 69913: const    -0.047632
vwretd    1.786357
dtype: float64, 69914: const    -0.114052
vwretd    1.534556
dtype: float64, 69921: const     0.004089
vwretd    0.612881
dtype: float64, 69922: const     0.017930
vwretd    1.053307
dtype: float64, 69949: const    -0.270351
vwretd    1.995610
dtype: float64, 69957: const    -0.022263
vwretd    0.988583
dtype: float64, 69964: const     0.013917
vwretd    0.681441
dtype: float64, 69965: const     0.013794
vwretd    0.946965
dtype: float64, 69972: const     0.002719
vwretd    1.046859
dtype: float64, 69973: const     0.001532
vwretd    1.230410
dtype: float64, 69980: const     0.001383
vwretd    0.986267
dtype: float64, 69999: const    -0.002814
vwretd    1.175856
dtype: float64, 70000: const    -0.160025
vwretd    3.396474
dtype: float64, 70009: const    -0.004150
vwretd    0.383831
dtype: float64, 70010: const    -0.037797
vwretd    1.564084
dtype: float64, 70017: const     0.008282
vwretd    0.095434
dtype: float64, 70018: const     0.008454
vwretd    1.181030
dtype: float64, 70026: const     0.079931
vwretd   -0.264092
dtype: float64, 70033: const     0.005541
vwretd    1.519468
dtype: float64, 70034: const    -0.003491
vwretd    1.146759
dtype: float64, 70041: const    -0.017384
vwretd    0.411782
dtype: float64, 70042: const    -0.010450
vwretd    0.055363
dtype: float64, 70069: const    -0.021396
vwretd    2.559912
dtype: float64, 70076: const    -0.023813
vwretd    1.286588
dtype: float64, 70077: const     0.001177
vwretd    1.499711
dtype: float64, 70092: const     0.000850
vwretd    1.544438
dtype: float64, 70093: const     0.008865
vwretd    1.119599
dtype: float64, 70106: const    -0.014967
vwretd    0.874483
dtype: float64, 70113: const    -0.021281
vwretd    0.995741
dtype: float64, 70114: const    -0.013063
vwretd    1.356136
dtype: float64, 70121: const     0.002365
vwretd    1.020335
dtype: float64, 70122: const    -0.086063
vwretd    2.550951
dtype: float64, 70148: const     0.027816
vwretd    0.529234
dtype: float64, 70149: const     0.013573
vwretd    2.059513
dtype: float64, 70156: const     0.027291
vwretd    1.127245
dtype: float64, 70164: const    -0.023461
vwretd    1.339359
dtype: float64, 70165: const     0.170751
vwretd    0.958130
dtype: float64, 70172: const    -0.026845
vwretd    1.289372
dtype: float64, 70173: const    -0.041389
vwretd    1.602273
dtype: float64, 70180: const    -0.101151
vwretd    0.796241
dtype: float64, 70199: const    -0.007770
vwretd    1.639223
dtype: float64, 70200: const    -0.035512
vwretd    1.209243
dtype: float64, 70202: const    -0.07759
vwretd    2.07325
dtype: float64, 70228: const     0.004432
vwretd    1.240928
dtype: float64, 70229: const     0.005807
vwretd    0.955025
dtype: float64, 70237: const    -0.005082
vwretd    0.841797
dtype: float64, 70244: const    -0.027381
vwretd    1.686056
dtype: float64, 70245: const    -0.012924
vwretd    0.910739
dtype: float64, 70252: const    -0.002520
vwretd    1.134356
dtype: float64, 70253: const     0.011706
vwretd    0.528160
dtype: float64, 70260: const    -0.006547
vwretd    0.797533
dtype: float64, 70261: const     0.003760
vwretd    1.004909
dtype: float64, 70280: const    -0.004195
vwretd    1.149874
dtype: float64, 70287: const    -0.001077
vwretd    0.837404
dtype: float64, 70288: const    -0.004836
vwretd    1.259727
dtype: float64, 70295: const     0.000239
vwretd    0.781783
dtype: float64, 70296: const    -0.219328
vwretd    6.760403
dtype: float64, 70308: const     0.009485
vwretd    1.067146
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vwretd    0.382380
dtype: float64, 70325: const     0.007151
vwretd    0.297598
dtype: float64, 70332: const     0.003446
vwretd    0.969255
dtype: float64, 70333: const     0.018625
vwretd    0.691162
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vwretd    0.401961
dtype: float64, 70359: const     0.013537
vwretd    1.073398
dtype: float64, 70360: const     0.009498
vwretd    0.169612
dtype: float64, 70367: const    -0.104153
vwretd    1.087025
dtype: float64, 70375: const    -0.019515
vwretd    1.608597
dtype: float64, 70376: const    -0.002951
vwretd    1.299729
dtype: float64, 70383: const     0.009469
vwretd    0.557273
dtype: float64, 70384: const    -0.003125
vwretd    1.195976
dtype: float64, 70391: const     0.011389
vwretd    0.592840
dtype: float64, 70392: const    -0.028857
vwretd    1.200385
dtype: float64, 70405: const     0.021306
vwretd    0.503465
dtype: float64, 70413: const     0.028402
vwretd    0.708041
dtype: float64, 70420: const     0.008585
vwretd    0.337776
dtype: float64, 70421: const    -0.013996
vwretd    1.366906
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vwretd    0.176137
dtype: float64, 70440: const    -0.006460
vwretd    1.067056
dtype: float64, 70447: const     0.001356
vwretd    0.525659
dtype: float64, 70448: const    -0.021968
vwretd    0.780347
dtype: float64, 70455: const    -0.018900
vwretd    0.727047
dtype: float64, 70456: const     0.009478
vwretd    1.133014
dtype: float64, 70471: const    -0.009664
vwretd    1.161690
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vwretd    1.126522
dtype: float64, 70500: const     0.004433
vwretd    0.931091
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vwretd    1.478719
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vwretd    1.705444
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vwretd    0.793444
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vwretd    0.656729
dtype: float64, 70535: const    -0.001130
vwretd    1.167303
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vwretd    0.708680
dtype: float64, 70543: const    -0.008028
vwretd    1.030950
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vwretd    1.622921
dtype: float64, 70551: const     0.024129
vwretd    1.112095
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vwretd    1.410151
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vwretd    0.871636
dtype: float64, 70579: const    -0.020338
vwretd    2.541329
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vwretd    0.804464
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vwretd    1.385771
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vwretd    0.330489
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vwretd    1.144438
dtype: float64, 70607: const    -0.002732
vwretd    0.648985
dtype: float64, 70608: const    -0.023605
vwretd    1.033425
dtype: float64, 70616: const     0.002999
vwretd    1.319117
dtype: float64, 70623: const     0.024627
vwretd    1.016832
dtype: float64, 70624: const    -0.000027
vwretd    1.685415
dtype: float64, 70632: const    -0.007215
vwretd    1.863525
dtype: float64, 70659: const     0.003697
vwretd    2.013957
dtype: float64, 70666: const     0.031697
vwretd    1.575669
dtype: float64, 70667: const    -0.026856
vwretd    1.894831
dtype: float64, 70674: const     0.006769
vwretd    1.014892
dtype: float64, 70675: const    -0.033324
vwretd    0.945045
dtype: float64, 70682: const     0.004905
vwretd    0.820393
dtype: float64, 70690: const    -0.005473
vwretd    1.203583
dtype: float64, 70691: const     0.000720
vwretd    1.063078
dtype: float64, 70703: const     0.003388
vwretd    0.635503
dtype: float64, 70704: const     0.005895
vwretd    0.459329
dtype: float64, 70711: const     0.028634
vwretd    2.051607
dtype: float64, 70739: const     0.037091
vwretd   -0.127462
dtype: float64, 70747: const     0.026493
vwretd    0.260539
dtype: float64, 70754: const    -0.059525
vwretd    0.408092
dtype: float64, 70755: const    -0.023460
vwretd    1.421138
dtype: float64, 70762: const     0.004009
vwretd    0.625277
dtype: float64, 70763: const     0.015337
vwretd    1.699568
dtype: float64, 70770: const     0.004644
vwretd    0.306991
dtype: float64, 70771: const    -0.042713
vwretd   -1.908214
dtype: float64, 70789: const     0.006869
vwretd    0.614449
dtype: float64, 70790: const     0.008262
vwretd    0.794249
dtype: float64, 70797: const    -0.000116
vwretd    1.076346
dtype: float64, 70798: const     0.001014
vwretd    1.001709
dtype: float64, 70818: const     0.006534
vwretd    0.790941
dtype: float64, 70819: const    -0.033117
vwretd    0.788428
dtype: float64, 70826: const     0.002983
vwretd    0.208180
dtype: float64, 70827: const     0.020812
vwretd    0.921053
dtype: float64, 70835: const     0.000336
vwretd    1.643332
dtype: float64, 70843: const     0.001398
vwretd    1.240541
dtype: float64, 70850: const    -0.028654
vwretd    2.082867
dtype: float64, 70851: const    -0.034648
vwretd    0.047349
dtype: float64, 70869: const     0.024157
vwretd    0.490701
dtype: float64, 70870: const     0.019920
vwretd    0.177655
dtype: float64, 70878: const     0.003349
vwretd    0.147019
dtype: float64, 70885: const     0.005314
vwretd    0.835324
dtype: float64, 70886: const     0.003887
vwretd    0.963532
dtype: float64, 70893: const     0.011303
vwretd    1.963665
dtype: float64, 70894: const     0.010098
vwretd    0.582380
dtype: float64, 70907: const     0.012686
vwretd    2.195124
dtype: float64, 70914: const     0.046578
vwretd    1.304541
dtype: float64, 70915: const    -0.017186
vwretd    0.860154
dtype: float64, 70923: const     0.010919
vwretd    1.041966
dtype: float64, 70930: const     0.005000
vwretd    0.569868
dtype: float64, 70949: const     0.011308
vwretd    0.186677
dtype: float64, 70950: const     0.005736
vwretd    0.860352
dtype: float64, 70957: const     0.020865
vwretd    1.540010
dtype: float64, 70958: const     0.005869
vwretd    0.945347
dtype: float64, 70965: const    -0.002076
vwretd    1.226960
dtype: float64, 70966: const     0.007755
vwretd    1.284490
dtype: float64, 70974: const     0.019369
vwretd    0.288882
dtype: float64, 70981: const    -0.037361
vwretd    1.159406
dtype: float64, 70982: const     0.018473
vwretd   -0.391758
dtype: float64, 71001: const     0.008708
vwretd    1.355347
dtype: float64, 71002: const    -0.010312
vwretd    1.147472
dtype: float64, 71028: const    -0.002572
vwretd    0.374347
dtype: float64, 71029: const    -0.041930
vwretd    0.229396
dtype: float64, 71037: const    -0.008807
vwretd    1.680439
dtype: float64, 71045: const    -0.014492
vwretd    0.454116
dtype: float64, 71053: const    -0.018364
vwretd    1.579995
dtype: float64, 71061: const    -0.107739
vwretd    7.652184
dtype: float64, 71079: const    -0.000128
vwretd    1.142197
dtype: float64, 71080: const    -0.005155
vwretd    0.972880
dtype: float64, 71087: const     0.008726
vwretd    1.434006
dtype: float64, 71088: const     0.016436
vwretd    0.835321
dtype: float64, 71095: const    -0.012995
vwretd    0.061788
dtype: float64, 71096: const     0.026503
vwretd    1.094624
dtype: float64, 71108: const     0.005147
vwretd    1.084906
dtype: float64, 71109: const     0.015487
vwretd    0.912580
dtype: float64, 71116: const     0.007545
vwretd    0.808680
dtype: float64, 71117: const     0.019354
vwretd    1.589746
dtype: float64, 71124: const    -0.009912
vwretd    0.865704
dtype: float64, 71125: const    -0.027835
vwretd    0.534340
dtype: float64, 71133: const    -0.034706
vwretd    1.166217
dtype: float64, 71140: const    -0.104739
vwretd    1.653590
dtype: float64, 71141: const     0.023310
vwretd   -0.474848
dtype: float64, 71159: const    -0.000479
vwretd    1.210777
dtype: float64, 71168: const    -0.021198
vwretd    1.179853
dtype: float64, 71175: const     0.001788
vwretd    1.127549
dtype: float64, 71176: const     0.003377
vwretd    0.846128
dtype: float64, 71184: const    -0.058101
vwretd    0.848300
dtype: float64, 71191: const    -0.002360
vwretd    0.803736
dtype: float64, 71192: const     0.000966
vwretd    1.074738
dtype: float64, 71204: const     0.014304
vwretd    1.975263
dtype: float64, 71205: const    -0.025252
vwretd    1.049045
dtype: float64, 71212: const    -0.034668
vwretd    1.796191
dtype: float64, 71213: const    -0.015599
vwretd    0.656874
dtype: float64, 71220: const    -0.006009
vwretd    1.320830
dtype: float64, 71221: const    -0.001737
vwretd   -0.361587
dtype: float64, 71239: const    -0.018813
vwretd    1.871852
dtype: float64, 71240: const    -0.056864
vwretd    0.517452
dtype: float64, 71247: const     0.007957
vwretd    0.967746
dtype: float64, 71256: const    -0.007626
vwretd    0.970672
dtype: float64, 71264: const    -0.011022
vwretd    0.510605
dtype: float64, 71271: const     0.005066
vwretd    0.494951
dtype: float64, 71298: const     0.009870
vwretd    0.458095
dtype: float64, 71299: const     0.006484
vwretd    1.106435
dtype: float64, 71300: const     0.006795
vwretd    0.459123
dtype: float64, 71301: const     0.011164
vwretd    1.386537
dtype: float64, 71327: const     0.007612
vwretd    0.353661
dtype: float64, 71328: const     0.005383
vwretd    0.853939
dtype: float64, 71335: const     0.020376
vwretd    2.301437
dtype: float64, 71336: const    -0.038293
vwretd    4.114992
dtype: float64, 71343: const     0.009925
vwretd    0.727804
dtype: float64, 71351: const     0.010206
vwretd    0.311900
dtype: float64, 71352: const    -0.067562
vwretd    1.459944
dtype: float64, 71378: const     0.004366
vwretd    2.304388
dtype: float64, 71379: const     0.007628
vwretd    0.356878
dtype: float64, 71386: const     0.008405
vwretd    0.729939
dtype: float64, 71387: const    -0.139260
vwretd    1.306048
dtype: float64, 71394: const     0.008591
vwretd    0.207496
dtype: float64, 71395: const     0.006315
vwretd    0.411170
dtype: float64, 71407: const    -0.012596
vwretd    2.096015
dtype: float64, 71408: const     0.018339
vwretd    0.868452
dtype: float64, 71415: const    -0.002737
vwretd    0.797331
dtype: float64, 71416: const    -0.326014
vwretd    2.429798
dtype: float64, 71423: const     0.006438
vwretd    0.568892
dtype: float64, 71424: const     0.016839
vwretd    0.255356
dtype: float64, 71431: const    -0.007097
vwretd    2.835170
dtype: float64, 71432: const     0.000918
vwretd    0.691214
dtype: float64, 71458: const    -0.000461
vwretd    0.969906
dtype: float64, 71459: const    -0.067276
vwretd    0.002605
dtype: float64, 71467: const     0.035745
vwretd    0.822073
dtype: float64, 71475: const     0.009550
vwretd    0.330867
dtype: float64, 71483: const     0.013728
vwretd    0.156251
dtype: float64, 71512: const     0.007597
vwretd    0.324573
dtype: float64, 71538: const     0.003596
vwretd    1.459598
dtype: float64, 71539: const     0.003040
vwretd    1.024284
dtype: float64, 71547: const     0.016823
vwretd    0.952075
dtype: float64, 71554: const    -0.001285
vwretd    0.794497
dtype: float64, 71555: const    -0.009619
vwretd    0.617863
dtype: float64, 71562: const     0.018818
vwretd    0.761352
dtype: float64, 71563: const     0.004155
vwretd    0.704090
dtype: float64, 71571: const     0.008979
vwretd    0.821312
dtype: float64, 71589: const    -0.000284
vwretd    1.385805
dtype: float64, 71590: const    -0.088640
vwretd    3.642298
dtype: float64, 71598: const     0.004197
vwretd    0.104673
dtype: float64, 71627: const     0.004275
vwretd    0.054675
dtype: float64, 71635: const    -0.008052
vwretd    0.714909
dtype: float64, 71643: const    -0.002303
vwretd    0.631838
dtype: float64, 71651: const    -0.004271
vwretd    1.004417
dtype: float64, 71678: const     0.018627
vwretd    0.381125
dtype: float64, 71685: const    -0.003519
vwretd    1.669636
dtype: float64, 71686: const     0.009857
vwretd    0.676047
dtype: float64, 71694: const    -0.128497
vwretd   -0.022433
dtype: float64, 71715: const     0.006113
vwretd    0.938296
dtype: float64, 71722: const     0.002265
vwretd    0.239280
dtype: float64, 71731: const     0.009222
vwretd    1.236980
dtype: float64, 71750: const     0.014082
vwretd    0.353357
dtype: float64, 71765: const     0.006837
vwretd    1.280358
dtype: float64, 71774: const    -0.029666
vwretd    1.102049
dtype: float64, 71782: const     0.012122
vwretd    0.295877
dtype: float64, 71803: const     0.015065
vwretd    0.612188
dtype: float64, 71810: const     0.005713
vwretd    0.314496
dtype: float64, 71811: const     0.011366
vwretd    0.350832
dtype: float64, 71830: const     0.005411
vwretd    1.449528
dtype: float64, 71837: const     0.001886
vwretd    0.530353
dtype: float64, 71838: const    -0.184843
vwretd   -0.340771
dtype: float64, 71845: const     0.007490
vwretd    0.324345
dtype: float64, 71846: const     0.034296
vwretd    1.061403
dtype: float64, 71854: const     0.002607
vwretd    1.485588
dtype: float64, 71862: const     0.001196
vwretd    1.402398
dtype: float64, 71888: const    -0.015041
vwretd    0.762075
dtype: float64, 71889: const     0.002475
vwretd    0.944824
dtype: float64, 71909: const     0.015813
vwretd    1.074191
dtype: float64, 71918: const    -0.003992
vwretd   -0.891257
dtype: float64, 71926: const     0.027959
vwretd    1.110256
dtype: float64, 71933: const     0.041241
vwretd    0.665683
dtype: float64, 71934: const     0.006016
vwretd    1.755585
dtype: float64, 71942: const     0.005906
vwretd    0.961050
dtype: float64, 71969: const     0.016333
vwretd    0.219214
dtype: float64, 71976: const    -0.023760
vwretd    0.986088
dtype: float64, 71977: const    -0.050799
vwretd   -1.169359
dtype: float64, 71984: const    -0.014579
vwretd    0.959074
dtype: float64, 71985: const     0.013297
vwretd    0.964983
dtype: float64, 71992: const     0.009952
vwretd    0.491127
dtype: float64, 71993: const    -0.025371
vwretd    0.984700
dtype: float64, 72005: const     0.000697
vwretd    1.463203
dtype: float64, 72013: const     0.012975
vwretd    0.792751
dtype: float64, 72021: const     0.277807
vwretd    9.783590
dtype: float64, 72040: const    -0.028375
vwretd    0.889560
dtype: float64, 72048: const     0.007721
vwretd    0.406378
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vwretd    1.813936
dtype: float64, 72056: const     0.015696
vwretd    1.562592
dtype: float64, 72063: const     0.006512
vwretd    1.846747
dtype: float64, 72064: const     0.015136
vwretd    2.566311
dtype: float64, 72072: const    -0.000155
vwretd    1.733640
dtype: float64, 72098: const     0.009601
vwretd    1.747734
dtype: float64, 72099: const    -0.078004
vwretd   -0.066960
dtype: float64, 72100: const    -0.007161
vwretd    1.175326
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vwretd    3.064302
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vwretd    0.914609
dtype: float64, 72120: const    -0.037119
vwretd    1.773715
dtype: float64, 72128: const     0.005510
vwretd    1.202531
dtype: float64, 72135: const     0.001327
vwretd    0.502663
dtype: float64, 72136: const     0.003469
vwretd   -0.063150
dtype: float64, 72144: const    -0.054916
vwretd    0.629845
dtype: float64, 72152: const     0.020284
vwretd    0.035533
dtype: float64, 72179: const     0.025697
vwretd    0.843171
dtype: float64, 72195: const     0.007258
vwretd    1.015556
dtype: float64, 72207: const    -0.084582
vwretd    1.120343
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vwretd   -0.456752
dtype: float64, 72216: const     0.010624
vwretd    1.162410
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vwretd   -0.399884
dtype: float64, 72231: const     0.003300
vwretd    0.339072
dtype: float64, 72232: const     0.000725
vwretd    1.030370
dtype: float64, 72259: const    -0.111838
vwretd    0.965783
dtype: float64, 72267: const    -0.224524
vwretd    3.415547
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vwretd    0.432899
dtype: float64, 72275: const    -0.021329
vwretd    0.535040
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vwretd    0.847259
dtype: float64, 72304: const     0.010210
vwretd    1.216637
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vwretd    1.984364
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vwretd    0.496935
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vwretd    1.695485
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vwretd    1.819235
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vwretd    1.485227
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vwretd    1.375547
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vwretd    0.648482
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vwretd   -0.085706
dtype: float64, 72442: const     0.021238
vwretd    0.749566
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vwretd    1.377247
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vwretd    0.732282
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vwretd    1.135317
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vwretd    1.598411
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vwretd    0.947164
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vwretd    0.272085
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vwretd    0.431120
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vwretd    1.459955
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vwretd    1.446323
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vwretd    0.373558
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vwretd    0.892619
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vwretd    1.364201
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vwretd   -0.341480
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vwretd    1.910067
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vwretd    1.078810
dtype: float64, 72602: const    -0.019309
vwretd    0.688703
dtype: float64, 72603: const    -0.007357
vwretd    1.669601
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vwretd    0.324871
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vwretd    3.112653
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vwretd    1.138374
dtype: float64, 72646: const     0.004783
vwretd    0.454847
dtype: float64, 72654: const    -0.030170
vwretd    2.622686
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vwretd    0.302375
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vwretd    0.809130
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vwretd    1.528049
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vwretd    1.668373
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vwretd    0.522183
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vwretd    1.004906
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vwretd    0.278377
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vwretd    1.308726
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vwretd    0.672656
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vwretd    0.528257
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vwretd    0.078281
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vwretd    0.474838
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vwretd    0.961837
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vwretd    0.494765
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vwretd    0.946651
dtype: float64, 72785: const    -0.057198
vwretd    2.146584
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vwretd    1.582605
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vwretd    1.959006
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vwretd    1.365047
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vwretd    0.780451
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vwretd    0.888215
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vwretd    0.553249
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vwretd    1.380274
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vwretd    0.433064
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vwretd    0.663348
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vwretd    1.265782
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vwretd    0.782881
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vwretd    1.400864
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vwretd    1.057382
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vwretd    1.028057
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vwretd    2.127979
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vwretd    0.975700
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vwretd    0.955771
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vwretd    1.036530
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vwretd    1.221812
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vwretd    0.902854
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vwretd    0.669656
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vwretd    0.746807
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vwretd    1.711683
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vwretd   -0.272169
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vwretd    2.385700
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vwretd    1.750411
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vwretd    0.840455
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vwretd   -0.116760
dtype: float64, 73104: const     0.015611
vwretd    0.613756
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vwretd    1.928099
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vwretd    1.078328
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vwretd    1.264732
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vwretd   -0.065723
dtype: float64, 73171: const    -0.013634
vwretd    0.865010
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vwretd    0.718787
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vwretd    0.496909
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vwretd   -4.501193
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vwretd    1.098972
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vwretd    0.397978
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vwretd    0.552587
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vwretd    0.807959
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vwretd    0.990841
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vwretd    0.425981
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vwretd    1.134688
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vwretd    0.524095
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vwretd    0.828795
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vwretd    0.733455
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vwretd    0.920266
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vwretd    1.440813
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vwretd    0.771864
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vwretd    0.423918
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vwretd    1.168006
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vwretd    2.303160
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vwretd    0.408132
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vwretd    0.918629
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vwretd    0.779116
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vwretd    0.846888
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vwretd    0.650437
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vwretd    1.750599
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vwretd    0.545411
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vwretd    0.946354
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vwretd    0.497976
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vwretd    0.848157
dtype: float64, 73593: const     0.016609
vwretd    0.451657
dtype: float64, 73606: const     0.000975
vwretd    0.256184
dtype: float64, 73614: const    -0.005093
vwretd    1.332301
dtype: float64, 73622: const    -0.002982
vwretd    1.501934
dtype: float64, 73649: const     0.004559
vwretd    1.094354
dtype: float64, 73665: const    -0.003214
vwretd    0.021387
dtype: float64, 73673: const     0.015437
vwretd    1.039515
dtype: float64, 73681: const     0.005865
vwretd    1.181836
dtype: float64, 73700: const    -0.000002
vwretd    0.537718
dtype: float64, 73702: const    -0.076553
vwretd    1.334526
dtype: float64, 73729: const    -0.022237
vwretd    1.371995
dtype: float64, 73737: const     0.012976
vwretd    1.006968
dtype: float64, 73745: const    -0.010928
vwretd    0.425500
dtype: float64, 73753: const     0.015600
vwretd    1.360523
dtype: float64, 73780: const     0.042424
vwretd    1.770204
dtype: float64, 73788: const    -0.050570
vwretd    1.382843
dtype: float64, 73796: const     0.011531
vwretd    1.086721
dtype: float64, 73809: const     0.003343
vwretd    0.642127
dtype: float64, 73817: const    -0.006850
vwretd    1.000368
dtype: float64, 73825: const     0.015195
vwretd    0.555830
dtype: float64, 73833: const    -0.022431
vwretd    0.891448
dtype: float64, 73860: const     0.012607
vwretd    0.807337
dtype: float64, 73868: const    -0.023739
vwretd    0.971680
dtype: float64, 73892: const    -0.013401
vwretd    0.860866
dtype: float64, 73905: const     0.030924
vwretd    1.180319
dtype: float64, 73913: const    -0.005103
vwretd    1.309245
dtype: float64, 73921: const    -0.018792
vwretd    1.009371
dtype: float64, 73940: const     0.004657
vwretd    1.610534
dtype: float64, 73948: const     0.044518
vwretd    0.124461
dtype: float64, 73956: const    -0.011616
vwretd    1.153041
dtype: float64, 73964: const    -0.007253
vwretd    1.476646
dtype: float64, 73972: const     0.018332
vwretd    1.126018
dtype: float64, 73999: const    -0.006072
vwretd    0.594850
dtype: float64, 74019: const     0.000567
vwretd    0.630683
dtype: float64, 74027: const    -0.025618
vwretd    0.629984
dtype: float64, 74035: const     0.047740
vwretd    1.593956
dtype: float64, 74043: const     0.007633
vwretd    0.430348
dtype: float64, 74051: const     0.012584
vwretd    1.113480
dtype: float64, 74070: const    -0.008578
vwretd    1.689904
dtype: float64, 74078: const     0.004212
vwretd    2.100055
dtype: float64, 74086: const     0.005067
vwretd    1.389669
dtype: float64, 74094: const     0.046200
vwretd   -0.006455
dtype: float64, 74107: const    -0.016665
vwretd    1.151167
dtype: float64, 74115: const    -0.080619
vwretd    1.270103
dtype: float64, 74123: const    -0.016978
vwretd    1.845189
dtype: float64, 74131: const    -0.055441
vwretd    2.163850
dtype: float64, 74150: const     0.008603
vwretd    0.968444
dtype: float64, 74158: const    -0.014066
vwretd   -0.449731
dtype: float64, 74166: const    -0.011591
vwretd    0.022450
dtype: float64, 74174: const     0.065362
vwretd    0.660686
dtype: float64, 74182: const    -0.029209
vwretd    1.359371
dtype: float64, 74203: const     0.006934
vwretd    1.035608
dtype: float64, 74211: const     0.344587
vwretd    5.204810
dtype: float64, 74230: const     0.008527
vwretd    0.905855
dtype: float64, 74246: const     0.006358
vwretd    0.944073
dtype: float64, 74254: const     0.005189
vwretd    0.077072
dtype: float64, 74289: const    -0.065367
vwretd    0.897506
dtype: float64, 74297: const     0.009660
vwretd    0.522893
dtype: float64, 74310: const    -0.013083
vwretd    1.230867
dtype: float64, 74318: const     0.017990
vwretd    0.188761
dtype: float64, 74326: const    -0.051850
vwretd    1.651762
dtype: float64, 74334: const    -0.018209
vwretd   -0.212878
dtype: float64, 74342: const     0.003439
vwretd    0.377358
dtype: float64, 74369: const     0.003808
vwretd    0.085183
dtype: float64, 74377: const    -0.024771
vwretd    2.804441
dtype: float64, 74385: const     0.004376
vwretd    0.944526
dtype: float64, 74393: const     0.007995
vwretd    0.795170
dtype: float64, 74406: const     0.007706
vwretd    1.229633
dtype: float64, 74414: const    -0.021907
vwretd    0.854282
dtype: float64, 74422: const     0.020719
vwretd    3.097915
dtype: float64, 74457: const    -0.066355
vwretd    4.248020
dtype: float64, 74465: const     0.018617
vwretd    0.751741
dtype: float64, 74473: const    -0.014988
vwretd    1.406427
dtype: float64, 74481: const     0.003410
vwretd    0.921093
dtype: float64, 74500: const     0.012665
vwretd    0.830366
dtype: float64, 74502: const    -0.093993
vwretd   -0.025614
dtype: float64, 74529: const    -0.034615
vwretd    0.688274
dtype: float64, 74537: const     0.040600
vwretd    1.549333
dtype: float64, 74545: const     0.006116
vwretd    0.004287
dtype: float64, 74553: const    -0.002300
vwretd    0.533611
dtype: float64, 74561: const    -0.009475
vwretd    1.339233
dtype: float64, 74580: const     0.009507
vwretd    1.264294
dtype: float64, 74588: const     0.041063
vwretd    1.763023
dtype: float64, 74596: const    -0.112819
vwretd    0.864672
dtype: float64, 74617: const    -0.001613
vwretd    1.843798
dtype: float64, 74625: const    -0.024600
vwretd    1.804983
dtype: float64, 74641: const    -0.040270
vwretd   -4.385102
dtype: float64, 74660: const     0.008385
vwretd    1.516921
dtype: float64, 74676: const    -0.036152
vwretd    1.977620
dtype: float64, 74692: const     0.138509
vwretd   -2.006590
dtype: float64, 74721: const     0.018674
vwretd    1.595274
dtype: float64, 74740: const     0.00624
vwretd    0.71699
dtype: float64, 74756: const    -0.014224
vwretd    0.029067
dtype: float64, 74764: const    -0.001284
vwretd    1.119385
dtype: float64, 74772: const    -0.017735
vwretd    1.385459
dtype: float64, 74801: const     0.028482
vwretd    1.028060
dtype: float64, 74820: const    -0.033633
vwretd    0.762521
dtype: float64, 74828: const     0.002484
vwretd    1.226931
dtype: float64, 74836: const    -0.004082
vwretd    1.531465
dtype: float64, 74844: const    -0.206936
vwretd    0.161417
dtype: float64, 74852: const     0.034984
vwretd    0.632156
dtype: float64, 74887: const    -0.019016
vwretd    1.745534
dtype: float64, 74895: const    -0.006278
vwretd    1.151438
dtype: float64, 74908: const     0.006038
vwretd    1.009079
dtype: float64, 74916: const    -0.008337
vwretd    0.714333
dtype: float64, 74924: const    -0.011032
vwretd    0.974973
dtype: float64, 74932: const     0.000762
vwretd    0.723128
dtype: float64, 74959: const    -0.003667
vwretd    0.729330
dtype: float64, 74967: const    -0.096534
vwretd    2.396883
dtype: float64, 74975: const    -0.003484
vwretd    1.031905
dtype: float64, 74983: const     0.009630
vwretd    0.255128
dtype: float64, 74991: const    -0.288496
vwretd    2.223164
dtype: float64, 75000: const     0.000097
vwretd    1.490107
dtype: float64, 75001: const    -0.064595
vwretd    0.259338
dtype: float64, 75002: const    -0.000983
vwretd    1.452987
dtype: float64, 75003: const     0.054446
vwretd    0.771764
dtype: float64, 75004: const    -0.023413
vwretd    1.093741
dtype: float64, 75005: const    -0.000255
vwretd    0.499671
dtype: float64, 75006: const    -0.072723
vwretd    1.684116
dtype: float64, 75007: const    -0.006026
vwretd    0.536205
dtype: float64, 75008: const     0.006479
vwretd    0.799662
dtype: float64, 75009: const    -0.033532
vwretd    4.305613
dtype: float64, 75010: const     0.001986
vwretd    1.126772
dtype: float64, 75011: const     0.002457
vwretd    1.472844
dtype: float64, 75012: const     0.007903
vwretd    0.361657
dtype: float64, 75013: const     0.006034
vwretd    2.541408
dtype: float64, 75014: const     0.008662
vwretd    0.829696
dtype: float64, 75015: const     0.008167
vwretd    0.326320
dtype: float64, 75016: const    -0.029210
vwretd    0.571664
dtype: float64, 75017: const     0.006376
vwretd    0.358178
dtype: float64, 75018: const     0.000992
vwretd    0.937424
dtype: float64, 75019: const    -0.081178
vwretd    2.621695
dtype: float64, 75020: const    -0.009503
vwretd    1.027181
dtype: float64, 75021: const     0.010641
vwretd    0.563781
dtype: float64, 75022: const    -0.035479
vwretd    4.344071
dtype: float64, 75023: const    -0.001084
vwretd    0.821900
dtype: float64, 75024: const     0.003443
vwretd    0.988563
dtype: float64, 75025: const    -0.067083
vwretd    2.418578
dtype: float64, 75026: const    -0.004422
vwretd    0.958574
dtype: float64, 75027: const     0.013695
vwretd    0.289755
dtype: float64, 75028: const    -0.027967
vwretd    1.542783
dtype: float64, 75029: const     0.007974
vwretd    0.336480
dtype: float64, 75030: const     0.009344
vwretd    1.860956
dtype: float64, 75031: const     0.018266
vwretd    1.196141
dtype: float64, 75032: const     0.000537
vwretd    1.287984
dtype: float64, 75033: const     0.000114
vwretd    1.567108
dtype: float64, 75034: const    -0.000983
vwretd    1.187557
dtype: float64, 75035: const    -0.005701
vwretd    1.970557
dtype: float64, 75036: const     0.000218
vwretd    0.907474
dtype: float64, 75037: const     0.011785
vwretd    0.152055
dtype: float64, 75038: const     0.008392
vwretd    1.380308
dtype: float64, 75039: const     0.005195
vwretd    0.972445
dtype: float64, 75040: const    -0.002854
vwretd    0.465340
dtype: float64, 75041: const     0.006585
vwretd    0.867618
dtype: float64, 75042: const    -0.060851
vwretd    1.163468
dtype: float64, 75043: const    -0.078550
vwretd    0.331735
dtype: float64, 75044: const     0.012198
vwretd    0.288269
dtype: float64, 75045: const    -0.018419
vwretd    1.148372
dtype: float64, 75046: const    -0.006485
vwretd    0.574364
dtype: float64, 75047: const    -0.001590
vwretd    1.054891
dtype: float64, 75048: const     0.007705
vwretd    1.377336
dtype: float64, 75049: const    -0.000016
vwretd    0.977626
dtype: float64, 75050: const     0.040156
vwretd    0.656290
dtype: float64, 75051: const    -0.006890
vwretd    0.942257
dtype: float64, 75052: const    -0.097069
vwretd    1.040689
dtype: float64, 75053: const     0.006102
vwretd    0.896296
dtype: float64, 75054: const    -0.049120
vwretd   -0.612282
dtype: float64, 75055: const    -0.020792
vwretd    1.656050
dtype: float64, 75056: const     0.023179
vwretd    1.420318
dtype: float64, 75057: const     0.002378
vwretd    0.640008
dtype: float64, 75058: const     0.011512
vwretd    0.286364
dtype: float64, 75059: const     0.027113
vwretd    0.578922
dtype: float64, 75060: const     0.002166
vwretd    0.496342
dtype: float64, 75061: const     -0.284623
vwretd    12.686022
dtype: float64, 75062: const    -0.007122
vwretd    2.334540
dtype: float64, 75063: const     0.008095
vwretd   -0.049975
dtype: float64, 75064: const     0.005766
vwretd    0.746749
dtype: float64, 75065: const     0.002050
vwretd    1.111845
dtype: float64, 75066: const     0.001874
vwretd    0.370170
dtype: float64, 75067: const     0.008069
vwretd    1.254057
dtype: float64, 75068: const     0.008870
vwretd    1.368866
dtype: float64, 75069: const     0.010996
vwretd    0.327508
dtype: float64, 75070: const     0.009222
vwretd    0.978529
dtype: float64, 75071: const     0.002649
vwretd    0.675423
dtype: float64, 75072: const     0.006595
vwretd    1.562854
dtype: float64, 75073: const    -0.015657
vwretd    0.557944
dtype: float64, 75074: const     0.005133
vwretd    0.302935
dtype: float64, 75075: const     0.003993
vwretd    0.040208
dtype: float64, 75076: const     0.002913
vwretd    1.066431
dtype: float64, 75077: const     0.013465
vwretd    0.311522
dtype: float64, 75078: const     0.001467
vwretd    1.241551
dtype: float64, 75079: const    -0.035890
vwretd    1.095491
dtype: float64, 75080: const    -0.041342
vwretd    1.920042
dtype: float64, 75081: const     0.008034
vwretd    1.206023
dtype: float64, 75082: const     0.003997
vwretd    0.110180
dtype: float64, 75083: const     0.013495
vwretd    0.689362
dtype: float64, 75084: const     0.013676
vwretd    0.342875
dtype: float64, 75085: const    -0.043811
vwretd    1.299652
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vwretd   -0.470213
dtype: float64, 75087: const     0.005382
vwretd    0.709035
dtype: float64, 75088: const     0.01002
vwretd    0.70365
dtype: float64, 75089: const    -0.006680
vwretd    0.890394
dtype: float64, 75090: const     0.000477
vwretd    0.789695
dtype: float64, 75091: const    -0.020622
vwretd    1.591352
dtype: float64, 75092: const     0.001214
vwretd    1.229514
dtype: float64, 75093: const    -0.021118
vwretd    1.812488
dtype: float64, 75094: const     0.014821
vwretd    1.978007
dtype: float64, 75095: const     0.009382
vwretd   -0.087118
dtype: float64, 75096: const    -0.008607
vwretd    0.271449
dtype: float64, 75097: const    -0.027974
vwretd    0.475425
dtype: float64, 75098: const     0.015732
vwretd    0.893873
dtype: float64, 75099: const     0.003201
vwretd    0.896372
dtype: float64, 75100: const     0.003897
vwretd    1.461627
dtype: float64, 75101: const     0.010824
vwretd    1.237850
dtype: float64, 75102: const    -0.067742
vwretd    2.289802
dtype: float64, 75103: const     0.004187
vwretd    0.533087
dtype: float64, 75104: const    -0.003115
vwretd    1.577839
dtype: float64, 75105: const     0.005885
vwretd    0.203898
dtype: float64, 75106: const    -0.00092
vwretd    0.89638
dtype: float64, 75107: const     0.013003
vwretd    1.221894
dtype: float64, 75108: const    -0.004641
vwretd    1.202112
dtype: float64, 75109: const     0.003548
vwretd    0.158510
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vwretd    1.629550
dtype: float64, 75111: const    -0.002371
vwretd   -0.019089
dtype: float64, 75112: const    -0.002341
vwretd    0.122415
dtype: float64, 75113: const     0.006624
vwretd    0.680052
dtype: float64, 75114: const     0.000146
vwretd    0.623760
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vwretd    0.233725
dtype: float64, 75116: const     0.017778
vwretd    2.396558
dtype: float64, 75117: const     0.010961
vwretd    0.958948
dtype: float64, 75118: const     0.016009
vwretd    1.865816
dtype: float64, 75119: const     0.011825
vwretd    0.281777
dtype: float64, 75120: const    -0.025881
vwretd    1.914712
dtype: float64, 75121: const     0.015347
vwretd    0.087556
dtype: float64, 75122: const     0.011091
vwretd    0.286407
dtype: float64, 75123: const    -0.026760
vwretd    2.483301
dtype: float64, 75124: const     0.006202
vwretd    0.532256
dtype: float64, 75125: const     0.007240
vwretd    0.666402
dtype: float64, 75126: const    -0.00566
vwretd    3.02804
dtype: float64, 75127: const    -0.043030
vwretd    2.317297
dtype: float64, 75128: const    -0.002037
vwretd    0.925102
dtype: float64, 75129: const     0.008949
vwretd    0.254880
dtype: float64, 75130: const     0.010914
vwretd    2.141716
dtype: float64, 75131: const     0.004765
vwretd    0.931658
dtype: float64, 75132: const     0.000695
vwretd    0.972117
dtype: float64, 75133: const    -0.093631
vwretd    2.843660
dtype: float64, 75134: const     0.004577
vwretd    0.140834
dtype: float64, 75135: const    -0.006835
vwretd    1.152613
dtype: float64, 75136: const     0.012085
vwretd    0.165713
dtype: float64, 75137: const     0.034781
vwretd    2.208692
dtype: float64, 75138: const     0.019497
vwretd    1.213793
dtype: float64, 75139: const    -0.000688
vwretd    0.575026
dtype: float64, 75140: const    -0.076995
vwretd    1.326695
dtype: float64, 75141: const    -0.007314
vwretd    0.730733
dtype: float64, 75142: const     0.014989
vwretd    0.869804
dtype: float64, 75143: const    -0.006279
vwretd    0.972658
dtype: float64, 75144: const    -0.062955
vwretd    1.881166
dtype: float64, 75145: const    -0.010063
vwretd    1.053513
dtype: float64, 75146: const    -0.005045
vwretd    1.550168
dtype: float64, 75147: const    -0.014346
vwretd    1.597624
dtype: float64, 75148: const    -0.010702
vwretd    1.858616
dtype: float64, 75149: const    -0.003544
vwretd    1.391922
dtype: float64, 75150: const     0.001370
vwretd    1.066279
dtype: float64, 75151: const    -0.001546
vwretd    0.770385
dtype: float64, 75152: const    -0.002785
vwretd    1.303012
dtype: float64, 75153: const    -0.005165
vwretd    1.552401
dtype: float64, 75154: const    -0.002437
vwretd    1.376115
dtype: float64, 75155: const     0.023376
vwretd    4.064624
dtype: float64, 75156: const     0.082200
vwretd    3.094654
dtype: float64, 75157: const     0.003263
vwretd    0.186478
dtype: float64, 75159: const    -0.003093
vwretd    1.211242
dtype: float64, 75160: const     0.017083
vwretd    0.750049
dtype: float64, 75161: const     0.00021
vwretd    0.23497
dtype: float64, 75162: const    -0.008060
vwretd    1.225598
dtype: float64, 75163: const     0.077179
vwretd   -0.955312
dtype: float64, 75164: const     0.057535
vwretd    1.585103
dtype: float64, 75165: const     0.002569
vwretd    0.353706
dtype: float64, 75166: const    -0.065512
vwretd    2.439734
dtype: float64, 75167: const    -0.000653
vwretd    0.568847
dtype: float64, 75168: const     0.000436
vwretd    0.797288
dtype: float64, 75169: const     0.004851
vwretd    0.650905
dtype: float64, 75170: const    -0.052235
vwretd    2.302919
dtype: float64, 75171: const     0.002122
vwretd    0.788398
dtype: float64, 75172: const    -0.004264
vwretd    1.156317
dtype: float64, 75173: const     0.017073
vwretd    0.767072
dtype: float64, 75174: const     0.000532
vwretd    0.612943
dtype: float64, 75175: const     0.001223
vwretd    1.387502
dtype: float64, 75176: const     0.003807
vwretd    0.504882
dtype: float64, 75177: const     0.008424
vwretd    0.939805
dtype: float64, 75178: const    -0.002890
vwretd    0.694167
dtype: float64, 75179: const    -0.004422
vwretd    1.097827
dtype: float64, 75180: const     0.010764
vwretd    0.861410
dtype: float64, 75181: const     0.005601
vwretd    0.500159
dtype: float64, 75182: const     0.008757
vwretd    1.194751
dtype: float64, 75183: const     0.002453
vwretd    0.564492
dtype: float64, 75184: const    -0.000365
vwretd    1.006285
dtype: float64, 75185: const    -0.166178
vwretd   -0.907403
dtype: float64, 75186: const     0.007661
vwretd    1.640868
dtype: float64, 75187: const     0.123415
vwretd   -0.590039
dtype: float64, 75188: const     0.002903
vwretd    0.506368
dtype: float64, 75189: const    -0.009343
vwretd    1.470248
dtype: float64, 75190: const    -0.064808
vwretd    1.521683
dtype: float64, 75191: const    -0.000267
vwretd    1.947846
dtype: float64, 75192: const    -0.018629
vwretd    1.372903
dtype: float64, 75193: const     0.009079
vwretd    0.186116
dtype: float64, 75194: const     0.001181
vwretd    0.816604
dtype: float64, 75195: const     0.088510
vwretd   -2.287498
dtype: float64, 75196: const     0.023653
vwretd    0.289724
dtype: float64, 75198: const    -0.000511
vwretd    1.981742
dtype: float64, 75199: const     0.012823
vwretd    0.087064
dtype: float64, 75200: const     0.032779
vwretd    2.187799
dtype: float64, 75201: const     0.019288
vwretd    0.955859
dtype: float64, 75202: const     0.010344
vwretd    0.389521
dtype: float64, 75203: const     0.014712
vwretd    2.704155
dtype: float64, 75204: const     0.005606
vwretd    1.131866
dtype: float64, 75205: const    -0.000514
vwretd    1.340806
dtype: float64, 75206: const    -0.105746
vwretd    1.530460
dtype: float64, 75207: const    -0.075338
vwretd    2.809027
dtype: float64, 75208: const    -0.00217
vwretd    1.38688
dtype: float64, 75211: const     0.012543
vwretd    0.482632
dtype: float64, 75212: const     0.002310
vwretd    0.407215
dtype: float64, 75213: const     0.024295
vwretd    2.463695
dtype: float64, 75214: const     0.011904
vwretd    1.106372
dtype: float64, 75215: const     0.006850
vwretd    0.952729
dtype: float64, 75216: const     0.007183
vwretd    1.066893
dtype: float64, 75217: const    -0.041784
vwretd   -0.337181
dtype: float64, 75218: const    -0.006527
vwretd    0.646408
dtype: float64, 75219: const    -0.011646
vwretd    1.038115
dtype: float64, 75220: const    -0.027417
vwretd    1.810178
dtype: float64, 75222: const    -0.000753
vwretd    1.479590
dtype: float64, 75224: const     0.005483
vwretd    1.467610
dtype: float64, 75225: const     0.000285
vwretd    0.569731
dtype: float64, 75226: const     0.003078
vwretd    0.571013
dtype: float64, 75227: const     0.008368
vwretd    0.510498
dtype: float64, 75228: const     0.018175
vwretd    1.063934
dtype: float64, 75229: const     0.034828
vwretd    0.649902
dtype: float64, 75230: const     0.004930
vwretd    1.923919
dtype: float64, 75231: const     0.032548
vwretd    1.990059
dtype: float64, 75232: const     0.010040
vwretd    1.200863
dtype: float64, 75233: const     0.015599
vwretd    0.846636
dtype: float64, 75234: const    -0.000389
vwretd    0.651504
dtype: float64, 75235: const     0.004549
vwretd    0.123555
dtype: float64, 75236: const     0.01016
vwretd    0.03558
dtype: float64, 75237: const     0.011030
vwretd    1.184046
dtype: float64, 75238: const     0.005046
vwretd    0.070025
dtype: float64, 75239: const     0.003269
vwretd    0.143753
dtype: float64, 75240: const     0.003407
vwretd    0.098642
dtype: float64, 75241: const     0.007615
vwretd    1.133822
dtype: float64, 75242: const    -0.012536
vwretd    1.393847
dtype: float64, 75243: const     0.004424
vwretd    0.251344
dtype: float64, 75244: const     0.002175
vwretd    1.087182
dtype: float64, 75245: const     0.003303
vwretd    0.315075
dtype: float64, 75246: const     0.019248
vwretd    0.667968
dtype: float64, 75247: const    -0.019225
vwretd    1.131833
dtype: float64, 75249: const     0.004539
vwretd    1.213011
dtype: float64, 75250: const    -0.230195
vwretd    3.552523
dtype: float64, 75251: const     0.016289
vwretd    0.067838
dtype: float64, 75252: const     0.007388
vwretd    1.387468
dtype: float64, 75253: const     0.008031
vwretd   -0.086405
dtype: float64, 75254: const     0.004870
vwretd    0.128362
dtype: float64, 75255: const     0.018240
vwretd    2.891764
dtype: float64, 75256: const    -0.037531
vwretd    1.607516
dtype: float64, 75257: const     0.000793
vwretd    1.406513
dtype: float64, 75258: const     0.007000
vwretd    0.600788
dtype: float64, 75259: const    -0.000549
vwretd    0.735521
dtype: float64, 75260: const     0.003804
vwretd    0.060766
dtype: float64, 75261: const    -0.003541
vwretd    1.257792
dtype: float64, 75262: const     0.010506
vwretd    1.311651
dtype: float64, 75263: const     0.000090
vwretd    0.689854
dtype: float64, 75264: const     0.004777
vwretd    0.272693
dtype: float64, 75265: const     0.038942
vwretd    0.614565
dtype: float64, 75266: const     0.006426
vwretd    0.416693
dtype: float64, 75267: const     0.000325
vwretd    0.202815
dtype: float64, 75268: const     0.002479
vwretd    0.327432
dtype: float64, 75269: const     0.006628
vwretd    0.521912
dtype: float64, 75270: const     0.011011
vwretd    1.124773
dtype: float64, 75271: const     0.013747
vwretd    0.520711
dtype: float64, 75272: const     0.009886
vwretd    0.923456
dtype: float64, 75273: const    -0.000826
vwretd    1.584356
dtype: float64, 75274: const     0.002967
vwretd    0.336730
dtype: float64, 75275: const     0.000971
vwretd    1.251346
dtype: float64, 75277: const     0.005238
vwretd    0.101046
dtype: float64, 75278: const     0.005082
vwretd    1.314423
dtype: float64, 75279: const     0.004273
vwretd    0.109909
dtype: float64, 75280: const     0.004097
vwretd    0.233186
dtype: float64, 75281: const    -0.003029
vwretd    1.357081
dtype: float64, 75282: const     0.005880
vwretd    0.061438
dtype: float64, 75283: const     0.011143
vwretd    0.938467
dtype: float64, 75284: const     0.003724
vwretd    0.371094
dtype: float64, 75285: const    -0.000920
vwretd    1.381553
dtype: float64, 75286: const    -0.022221
vwretd    1.781243
dtype: float64, 75287: const     0.008495
vwretd    0.187371
dtype: float64, 75288: const     0.012407
vwretd    0.120960
dtype: float64, 75289: const     0.005312
vwretd    0.143009
dtype: float64, 75290: const     0.009129
vwretd    0.863313
dtype: float64, 75291: const    -0.044752
vwretd    0.679113
dtype: float64, 75292: const     0.001596
vwretd    0.425844
dtype: float64, 75293: const     0.002863
vwretd    0.894884
dtype: float64, 75294: const     0.010734
vwretd    0.812685
dtype: float64, 75295: const    -0.012366
vwretd    1.367679
dtype: float64, 75296: const     0.002615
vwretd    0.476672
dtype: float64, 75297: const     0.002425
vwretd    0.504755
dtype: float64, 75298: const     0.007207
vwretd    0.525332
dtype: float64, 75299: const     0.031972
vwretd    1.612819
dtype: float64, 75300: const     0.033395
vwretd    2.437338
dtype: float64, 75301: const     0.008073
vwretd    0.697833
dtype: float64, 75302: const     0.021531
vwretd    1.240577
dtype: float64, 75303: const     0.111952
vwretd   -2.004398
dtype: float64, 75304: const    -0.003996
vwretd    0.723117
dtype: float64, 75305: const     0.001837
vwretd    0.364362
dtype: float64, 75306: const     0.004410
vwretd    0.029526
dtype: float64, 75307: const     0.003133
vwretd    0.313048
dtype: float64, 75308: const     0.016868
vwretd    1.025102
dtype: float64, 75309: const    -0.004874
vwretd    0.222051
dtype: float64, 75310: const    -0.011658
vwretd    0.413975
dtype: float64, 75311: const     0.006617
vwretd    0.061038
dtype: float64, 75312: const     0.004214
vwretd    0.188851
dtype: float64, 75313: const     0.002573
vwretd    0.274948
dtype: float64, 75315: const    -0.021265
vwretd    1.071100
dtype: float64, 75316: const    -0.000293
vwretd    1.731282
dtype: float64, 75317: const     0.000813
vwretd    1.185987
dtype: float64, 75318: const    -0.029835
vwretd    2.272076
dtype: float64, 75320: const    -0.003478
vwretd    0.981643
dtype: float64, 75321: const    -0.033202
vwretd    0.729130
dtype: float64, 75322: const     0.000131
vwretd    0.494369
dtype: float64, 75323: const     0.007063
vwretd    0.125895
dtype: float64, 75324: const     0.003873
vwretd    0.173923
dtype: float64, 75325: const     0.005363
vwretd    0.171356
dtype: float64, 75326: const     0.004250
vwretd    0.535184
dtype: float64, 75327: const     0.018283
vwretd    0.406797
dtype: float64, 75328: const    -0.023210
vwretd    1.638274
dtype: float64, 75329: const    -0.057623
vwretd    1.029522
dtype: float64, 75330: const    -0.003557
vwretd   -0.293984
dtype: float64, 75331: const     0.003841
vwretd    0.124190
dtype: float64, 75332: const    -0.000424
vwretd    0.159255
dtype: float64, 75333: const     0.008629
vwretd    0.448008
dtype: float64, 75334: const     0.000612
vwretd    0.667497
dtype: float64, 75335: const    -0.006624
vwretd    1.077421
dtype: float64, 75336: const     0.000901
vwretd    0.646016
dtype: float64, 75337: const    -0.006080
vwretd    0.762958
dtype: float64, 75338: const    -0.113917
vwretd    1.351552
dtype: float64, 75339: const    -0.023149
vwretd    0.210212
dtype: float64, 75341: const     0.004896
vwretd    0.854647
dtype: float64, 75342: const     0.007690
vwretd    1.353325
dtype: float64, 75343: const    -0.009349
vwretd    0.453779
dtype: float64, 75344: const    -0.031608
vwretd    1.675558
dtype: float64, 75345: const    -0.015541
vwretd    1.771629
dtype: float64, 75346: const     0.002641
vwretd    0.546807
dtype: float64, 75347: const     0.006656
vwretd    0.114039
dtype: float64, 75348: const     0.003761
vwretd    0.637501
dtype: float64, 75349: const    -0.000203
vwretd    0.946948
dtype: float64, 75350: const     0.005209
vwretd    0.036950
dtype: float64, 75351: const     0.007402
vwretd    0.391214
dtype: float64, 75352: const     0.007545
vwretd    0.406430
dtype: float64, 75353: const    -0.019407
vwretd    0.693211
dtype: float64, 75354: const     0.003931
vwretd    0.189511
dtype: float64, 75355: const     0.005429
vwretd    0.083613
dtype: float64, 75356: const    -0.020508
vwretd    1.516585
dtype: float64, 75357: const     0.007083
vwretd    0.258335
dtype: float64, 75358: const    -0.060966
vwretd    1.323301
dtype: float64, 75359: const     0.009016
vwretd    0.992382
dtype: float64, 75360: const    -0.005303
vwretd    0.799257
dtype: float64, 75361: const    -0.027667
vwretd    2.532596
dtype: float64, 75362: const     0.025840
vwretd   -0.374744
dtype: float64, 75363: const    -0.016763
vwretd    1.086617
dtype: float64, 75365: const     0.005762
vwretd    0.023533
dtype: float64, 75366: const     0.009002
vwretd    0.306209
dtype: float64, 75367: const     0.000381
vwretd    0.559809
dtype: float64, 75368: const     0.013989
vwretd    1.464042
dtype: float64, 75369: const     0.008939
vwretd    0.854003
dtype: float64, 75374: const     0.005628
vwretd    0.331296
dtype: float64, 75375: const    -0.023745
vwretd    1.289675
dtype: float64, 75376: const     0.003982
vwretd    0.273018
dtype: float64, 75377: const     0.00466
vwretd    0.22722
dtype: float64, 75380: const    -0.133610
vwretd    6.730702
dtype: float64, 75381: const    -0.001581
vwretd    1.364976
dtype: float64, 75382: const     0.004548
vwretd    0.776938
dtype: float64, 75383: const     0.007413
vwretd    0.598141
dtype: float64, 75384: const     0.005815
vwretd    0.083505
dtype: float64, 75385: const    -0.016671
vwretd    1.312842
dtype: float64, 75386: const     0.023812
vwretd    2.534415
dtype: float64, 75387: const     0.005162
vwretd    0.527724
dtype: float64, 75388: const    -0.002901
vwretd    0.933088
dtype: float64, 75390: const     0.009538
vwretd    0.641505
dtype: float64, 75391: const     0.004585
vwretd    0.084487
dtype: float64, 75392: const     0.003889
vwretd    0.113200
dtype: float64, 75393: const     0.004308
vwretd    0.115607
dtype: float64, 75394: const     0.036009
vwretd    1.130144
dtype: float64, 75395: const     0.004102
vwretd    0.347793
dtype: float64, 75396: const     0.021440
vwretd    1.798687
dtype: float64, 75397: const    -0.047932
vwretd    2.528387
dtype: float64, 75398: const    -0.028171
vwretd    1.080473
dtype: float64, 75399: const     0.000624
vwretd    0.556439
dtype: float64, 75400: const     0.003804
vwretd    1.102881
dtype: float64, 75401: const     0.004108
vwretd    0.135684
dtype: float64, 75402: const    -0.001115
vwretd    0.409042
dtype: float64, 75403: const    -0.002041
vwretd    0.070456
dtype: float64, 75404: const     0.014139
vwretd    0.053195
dtype: float64, 75405: const     0.006540
vwretd    0.305081
dtype: float64, 75407: const     0.006889
vwretd    1.171696
dtype: float64, 75409: const    -0.027556
vwretd    1.596286
dtype: float64, 75410: const     0.009096
vwretd    0.211097
dtype: float64, 75411: const     0.003171
vwretd    0.131912
dtype: float64, 75412: const     0.005970
vwretd    0.130641
dtype: float64, 75413: const     0.006283
vwretd    0.140909
dtype: float64, 75414: const    -0.001894
vwretd    0.640077
dtype: float64, 75415: const     0.003451
vwretd    0.223986
dtype: float64, 75416: const     0.000781
vwretd    0.979219
dtype: float64, 75417: const    -0.002424
vwretd    0.930959
dtype: float64, 75418: const     0.001041
vwretd    0.886596
dtype: float64, 75419: const    -0.013567
vwretd    0.512735
dtype: float64, 75422: const     0.005785
vwretd    0.254625
dtype: float64, 75423: const    -0.018328
vwretd    1.113635
dtype: float64, 75424: const     0.039262
vwretd    1.008470
dtype: float64, 75426: const    -0.004811
vwretd    0.735625
dtype: float64, 75427: const     0.004964
vwretd    0.192148
dtype: float64, 75428: const     0.004202
vwretd    0.184283
dtype: float64, 75429: const     0.003468
vwretd    0.594698
dtype: float64, 75430: const     0.005427
vwretd    0.024863
dtype: float64, 75431: const     0.006341
vwretd    0.669195
dtype: float64, 75432: const     0.011619
vwretd    0.944613
dtype: float64, 75433: const    -0.020936
vwretd    1.230179
dtype: float64, 75434: const     0.005964
vwretd    2.224777
dtype: float64, 75435: const    -0.001526
vwretd    0.830340
dtype: float64, 75437: const     0.021964
vwretd    2.691175
dtype: float64, 75439: const     0.004319
vwretd    0.130035
dtype: float64, 75440: const     0.002644
vwretd    0.421869
dtype: float64, 75441: const    -0.015615
vwretd   -0.369749
dtype: float64, 75443: const     0.004502
vwretd    0.411337
dtype: float64, 75444: const     0.004417
vwretd    1.082689
dtype: float64, 75445: const     0.020122
vwretd    0.610111
dtype: float64, 75446: const     0.003514
vwretd    0.401865
dtype: float64, 75447: const    -0.000221
vwretd    1.715223
dtype: float64, 75448: const     0.007499
vwretd    1.883154
dtype: float64, 75449: const     0.002989
vwretd    0.961391
dtype: float64, 75450: const     0.016716
vwretd    0.864850
dtype: float64, 75451: const    -0.019926
vwretd    0.188153
dtype: float64, 75452: const     0.068919
vwretd   -0.032976
dtype: float64, 75453: const     0.004597
vwretd    0.170178
dtype: float64, 75454: const     0.009386
vwretd    1.808885
dtype: float64, 75455: const     0.002188
vwretd    0.219503
dtype: float64, 75456: const    -0.003142
vwretd    0.776808
dtype: float64, 75458: const     0.001646
vwretd    0.585981
dtype: float64, 75459: const     0.005129
vwretd    0.121027
dtype: float64, 75460: const     0.001425
vwretd    0.940279
dtype: float64, 75461: const     0.003398
vwretd    0.196514
dtype: float64, 75462: const    -0.007428
vwretd    0.294051
dtype: float64, 75464: const     0.007102
vwretd    0.019372
dtype: float64, 75465: const     0.003672
vwretd    0.190719
dtype: float64, 75466: const     0.001762
vwretd    0.986966
dtype: float64, 75467: const     0.004822
vwretd    1.732598
dtype: float64, 75469: const    -0.000608
vwretd    0.986780
dtype: float64, 75470: const     0.011645
vwretd    1.207413
dtype: float64, 75471: const     0.004617
vwretd    1.402541
dtype: float64, 75472: const     0.011826
vwretd    0.375383
dtype: float64, 75473: const     0.011203
vwretd    0.883223
dtype: float64, 75474: const    -0.018575
vwretd    1.082913
dtype: float64, 75475: const     0.000732
vwretd    0.669322
dtype: float64, 75476: const     0.007856
vwretd    0.522262
dtype: float64, 75477: const     0.023548
vwretd    1.293197
dtype: float64, 75478: const     0.004469
vwretd    0.560663
dtype: float64, 75479: const     0.003811
vwretd    1.710932
dtype: float64, 75480: const    -0.004410
vwretd    1.008243
dtype: float64, 75481: const    -0.001268
vwretd    2.179888
dtype: float64, 75482: const     0.010651
vwretd    0.390617
dtype: float64, 75483: const     0.020752
vwretd    0.297012
dtype: float64, 75484: const     0.015660
vwretd    0.257198
dtype: float64, 75485: const     0.016087
vwretd    0.629100
dtype: float64, 75486: const     0.016833
vwretd    0.838370
dtype: float64, 75487: const    -0.007871
vwretd    1.772396
dtype: float64, 75488: const     0.001911
vwretd    0.512433
dtype: float64, 75489: const     0.003864
vwretd    1.245230
dtype: float64, 75490: const    -0.007044
vwretd    1.938493
dtype: float64, 75491: const     0.009262
vwretd    1.412410
dtype: float64, 75492: const    -0.074355
vwretd    1.325904
dtype: float64, 75493: const     0.002223
vwretd    0.718287
dtype: float64, 75494: const     0.021653
vwretd    1.715154
dtype: float64, 75495: const    -0.041956
vwretd    0.539473
dtype: float64, 75496: const    -0.003560
vwretd    0.381733
dtype: float64, 75498: const     0.032074
vwretd    0.573056
dtype: float64, 75499: const     0.018189
vwretd    0.601624
dtype: float64, 75500: const     0.008990
vwretd    1.166067
dtype: float64, 75501: const     0.005963
vwretd    0.579595
dtype: float64, 75502: const     0.012285
vwretd    0.794694
dtype: float64, 75503: const    -0.000525
vwretd    0.718755
dtype: float64, 75504: const    -0.007506
vwretd   -0.136132
dtype: float64, 75505: const    -0.001308
vwretd    0.514710
dtype: float64, 75506: const    -0.000591
vwretd    1.152102
dtype: float64, 75508: const    -0.008347
vwretd    0.919107
dtype: float64, 75509: const     0.007234
vwretd    0.505463
dtype: float64, 75510: const     0.011025
vwretd    1.441320
dtype: float64, 75511: const    -0.062492
vwretd   -1.768438
dtype: float64, 75512: const     0.012292
vwretd    0.709983
dtype: float64, 75513: const     0.069380
vwretd   -2.247958
dtype: float64, 75514: const     0.012825
vwretd    0.750516
dtype: float64, 75515: const    -0.068717
vwretd   -0.158156
dtype: float64, 75517: const     0.005619
vwretd    0.795422
dtype: float64, 75518: const     0.014748
vwretd    1.686482
dtype: float64, 75519: const    -0.007189
vwretd    0.298730
dtype: float64, 75520: const    -0.030102
vwretd   -0.166798
dtype: float64, 75521: const     0.004298
vwretd    0.293695
dtype: float64, 75522: const     0.001608
vwretd    0.697212
dtype: float64, 75523: const     0.003312
vwretd    1.924354
dtype: float64, 75524: const     0.008730
vwretd    0.416371
dtype: float64, 75526: const     0.007533
vwretd    0.732027
dtype: float64, 75527: const    -0.000069
vwretd    1.745901
dtype: float64, 75528: const    -0.004095
vwretd    1.363057
dtype: float64, 75529: const     0.010268
vwretd    0.644512
dtype: float64, 75530: const     0.008738
vwretd    0.351761
dtype: float64, 75531: const     0.016882
vwretd    1.264309
dtype: float64, 75532: const    -0.125875
vwretd    0.940570
dtype: float64, 75534: const     0.014225
vwretd    0.423159
dtype: float64, 75536: const     0.005275
vwretd    0.451912
dtype: float64, 75538: const    -0.043080
vwretd    0.581785
dtype: float64, 75539: const     0.003579
vwretd   -0.136328
dtype: float64, 75540: const     0.006064
vwretd    1.304309
dtype: float64, 75541: const    -0.319489
vwretd    3.359573
dtype: float64, 75542: const     0.070864
vwretd    0.284987
dtype: float64, 75543: const    -0.018539
vwretd    0.736295
dtype: float64, 75544: const     0.113977
vwretd    0.234908
dtype: float64, 75545: const     0.002065
vwretd    1.378991
dtype: float64, 75546: const     0.018042
vwretd    0.754656
dtype: float64, 75547: const    -0.006315
vwretd    1.702666
dtype: float64, 75548: const    -0.014153
vwretd    0.977053
dtype: float64, 75549: const     0.005378
vwretd    1.015593
dtype: float64, 75550: const     0.011036
vwretd    0.514978
dtype: float64, 75551: const     0.001551
vwretd    1.012653
dtype: float64, 75553: const     0.003572
vwretd    0.789960
dtype: float64, 75554: const     0.001021
vwretd    1.449013
dtype: float64, 75555: const    -0.040814
vwretd    1.482383
dtype: float64, 75556: const     0.005753
vwretd    0.500230
dtype: float64, 75557: const     0.001018
vwretd    0.650671
dtype: float64, 75558: const     0.013323
vwretd    1.129301
dtype: float64, 75559: const    -0.107122
vwretd   -0.660215
dtype: float64, 75560: const    -0.007936
vwretd    1.199600
dtype: float64, 75561: const     0.002096
vwretd   -0.258521
dtype: float64, 75562: const     0.011358
vwretd    0.103438
dtype: float64, 75563: const    -0.005409
vwretd    1.165807
dtype: float64, 75564: const     0.062555
vwretd    1.772283
dtype: float64, 75565: const    -0.033534
vwretd    0.673909
dtype: float64, 75566: const     0.001396
vwretd    0.357717
dtype: float64, 75567: const     0.035967
vwretd    0.522829
dtype: float64, 75568: const     0.131356
vwretd   -9.012368
dtype: float64, 75569: const    -0.016650
vwretd    0.914128
dtype: float64, 75570: const    -0.037272
vwretd    0.298460
dtype: float64, 75571: const     0.010526
vwretd    1.845074
dtype: float64, 75572: const    -0.054548
vwretd    0.545171
dtype: float64, 75573: const    -0.001837
vwretd    2.116575
dtype: float64, 75574: const    -0.093574
vwretd    2.025124
dtype: float64, 75575: const     0.013119
vwretd    0.168302
dtype: float64, 75576: const     0.006505
vwretd    2.027631
dtype: float64, 75577: const     0.011064
vwretd    1.656733
dtype: float64, 75578: const     0.004970
vwretd    1.635612
dtype: float64, 75579: const     0.004972
vwretd    0.783699
dtype: float64, 75580: const    -0.003213
vwretd    1.292267
dtype: float64, 75581: const     0.014061
vwretd    3.385814
dtype: float64, 75583: const     0.023463
vwretd    0.561532
dtype: float64, 75584: const    -0.038791
vwretd   -2.081494
dtype: float64, 75585: const    -0.004322
vwretd    1.140849
dtype: float64, 75586: const    -0.014961
vwretd    1.876994
dtype: float64, 75588: const    -0.005765
vwretd   -0.152357
dtype: float64, 75589: const    -0.003175
vwretd   -0.387614
dtype: float64, 75590: const     0.001034
vwretd    0.341005
dtype: float64, 75591: const     0.005999
vwretd    1.065796
dtype: float64, 75592: const     0.006903
vwretd    0.711739
dtype: float64, 75593: const     0.012640
vwretd    1.431902
dtype: float64, 75594: const     0.002288
vwretd    0.937571
dtype: float64, 75595: const     0.009832
vwretd    0.240943
dtype: float64, 75596: const    -0.002621
vwretd    1.459055
dtype: float64, 75597: const    -0.021386
vwretd    1.153089
dtype: float64, 75599: const     0.037788
vwretd   -1.104589
dtype: float64, 75600: const     0.005925
vwretd    0.069932
dtype: float64, 75601: const     0.060740
vwretd    1.002507
dtype: float64, 75602: const    -0.000325
vwretd    1.163458
dtype: float64, 75603: const     0.008656
vwretd    1.587903
dtype: float64, 75604: const    -0.008033
vwretd    0.626049
dtype: float64, 75605: const     0.004571
vwretd    0.685421
dtype: float64, 75606: const    -0.003267
vwretd    1.094391
dtype: float64, 75607: const     0.008531
vwretd    1.202649
dtype: float64, 75608: const     0.005096
vwretd    1.596066
dtype: float64, 75609: const    -0.004311
vwretd    1.106419
dtype: float64, 75610: const     0.004322
vwretd    0.106144
dtype: float64, 75611: const    -0.016331
vwretd    1.318989
dtype: float64, 75612: const    -0.018060
vwretd    1.675518
dtype: float64, 75613: const     0.008111
vwretd    0.326700
dtype: float64, 75614: const    -0.017066
vwretd    2.100940
dtype: float64, 75615: const    -0.005958
vwretd    1.645445
dtype: float64, 75616: const     0.011832
vwretd    0.375939
dtype: float64, 75617: const    -0.002782
vwretd    0.176580
dtype: float64, 75618: const     0.001104
vwretd    0.940469
dtype: float64, 75619: const    -0.025648
vwretd    1.384315
dtype: float64, 75620: const     0.018395
vwretd    0.235452
dtype: float64, 75621: const    -0.006761
vwretd    1.551191
dtype: float64, 75622: const     0.014130
vwretd    0.314421
dtype: float64, 75623: const     0.002688
vwretd    0.197092
dtype: float64, 75624: const    -0.110938
vwretd    1.792167
dtype: float64, 75625: const     0.005143
vwretd    2.223242
dtype: float64, 75626: const     0.010165
vwretd    0.620435
dtype: float64, 75627: const    -0.015268
vwretd    1.847374
dtype: float64, 75628: const    -0.011724
vwretd    0.646944
dtype: float64, 75629: const     0.009656
vwretd    0.629131
dtype: float64, 75630: const     0.004346
vwretd    0.074504
dtype: float64, 75631: const    -0.003994
vwretd    1.068788
dtype: float64, 75632: const     0.004161
vwretd    0.923105
dtype: float64, 75633: const     0.004360
vwretd    0.962167
dtype: float64, 75634: const     0.006645
vwretd    2.108932
dtype: float64, 75635: const     0.014879
vwretd    1.740133
dtype: float64, 75636: const    -0.043657
vwretd    2.330522
dtype: float64, 75638: const    -0.017532
vwretd    1.033173
dtype: float64, 75640: const     0.004202
vwretd    0.137130
dtype: float64, 75641: const     0.005331
vwretd    0.158898
dtype: float64, 75642: const     0.003321
vwretd    0.319152
dtype: float64, 75643: const    -0.022211
vwretd    1.248318
dtype: float64, 75644: const    -0.022924
vwretd    2.411065
dtype: float64, 75645: const    -0.025203
vwretd    0.811852
dtype: float64, 75646: const     0.012003
vwretd    0.687123
dtype: float64, 75647: const     0.008486
vwretd    0.654242
dtype: float64, 75648: const     0.009281
vwretd    0.699175
dtype: float64, 75649: const     0.003014
vwretd    0.926095
dtype: float64, 75650: const     0.002359
vwretd    1.009488
dtype: float64, 75651: const     0.010496
vwretd    1.236943
dtype: float64, 75652: const     0.007278
vwretd    0.623017
dtype: float64, 75653: const     0.009447
vwretd    1.253982
dtype: float64, 75654: const     0.006898
vwretd    1.716214
dtype: float64, 75655: const     0.000196
vwretd    0.135655
dtype: float64, 75656: const     0.009253
vwretd   -0.021669
dtype: float64, 75657: const    -0.004938
vwretd    0.500622
dtype: float64, 75658: const     0.016340
vwretd    1.021434
dtype: float64, 75659: const    -0.023730
vwretd    1.143337
dtype: float64, 75660: const    -0.006978
vwretd    1.088846
dtype: float64, 75661: const    -0.091782
vwretd   -1.299807
dtype: float64, 75664: const    -0.033461
vwretd   -0.030304
dtype: float64, 75665: const     0.317816
vwretd    7.375768
dtype: float64, 75670: const    -0.008058
vwretd    0.452445
dtype: float64, 75671: const    -0.067397
vwretd   -0.449614
dtype: float64, 75672: const    -0.038779
vwretd    1.998064
dtype: float64, 75673: const     0.011590
vwretd    0.257052
dtype: float64, 75674: const    -0.000423
vwretd    1.465211
dtype: float64, 75675: const    -0.002007
vwretd    1.768777
dtype: float64, 75677: const     0.015790
vwretd   -0.678738
dtype: float64, 75678: const    -0.056621
vwretd    1.473465
dtype: float64, 75679: const    -0.118854
vwretd    2.532526
dtype: float64, 75680: const    -0.108627
vwretd   -0.772852
dtype: float64, 75681: const    -0.108406
vwretd   -0.006364
dtype: float64, 75682: const     0.003505
vwretd   -0.328680
dtype: float64, 75683: const     0.009971
vwretd    1.477432
dtype: float64, 75684: const     0.026631
vwretd    2.390476
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vwretd    0.802075
dtype: float64, 75686: const    -0.182189
vwretd    5.478831
dtype: float64, 75687: const     0.019629
vwretd    2.866866
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vwretd    3.281844
dtype: float64, 75689: const    -0.086558
vwretd    1.726359
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vwretd   -1.536948
dtype: float64, 75691: const    -0.100474
vwretd    0.329468
dtype: float64, 75692: const     0.003650
vwretd    0.849859
dtype: float64, 75693: const    -0.020533
vwretd   -0.589978
dtype: float64, 75694: const     0.014078
vwretd    0.962469
dtype: float64, 75695: const     0.041222
vwretd    1.234191
dtype: float64, 75696: const     0.006338
vwretd    2.118874
dtype: float64, 75697: const    -0.015606
vwretd    0.697759
dtype: float64, 75698: const    -0.037716
vwretd   -1.472365
dtype: float64, 75699: const    -0.017639
vwretd    2.021373
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vwretd    1.661339
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vwretd   -0.768924
dtype: float64, 75702: const     0.010960
vwretd    0.498379
dtype: float64, 75704: const    -0.016157
vwretd    1.169359
dtype: float64, 75705: const     0.009254
vwretd    0.454071
dtype: float64, 75706: const     0.015430
vwretd    1.458242
dtype: float64, 75707: const    -0.073148
vwretd    2.682107
dtype: float64, 75708: const    -0.055052
vwretd    1.917386
dtype: float64, 75709: const    -0.006303
vwretd    1.741869
dtype: float64, 75710: const    -0.013597
vwretd    1.587088
dtype: float64, 75711: const    -0.055999
vwretd    0.945386
dtype: float64, 75712: const    -0.068669
vwretd    0.342237
dtype: float64, 75713: const     0.000205
vwretd    0.604128
dtype: float64, 75714: const     0.006157
vwretd    1.007509
dtype: float64, 75716: const     0.036659
vwretd    0.193140
dtype: float64, 75718: const     0.071078
vwretd    2.964681
dtype: float64, 75721: const     0.015451
vwretd    1.031737
dtype: float64, 75722: const    -0.019833
vwretd   -0.839235
dtype: float64, 75724: const    -0.051814
vwretd    2.002152
dtype: float64, 75725: const    -0.019521
vwretd    0.176273
dtype: float64, 75726: const    -0.025308
vwretd   -0.875118
dtype: float64, 75727: const     0.005019
vwretd    1.195346
dtype: float64, 75728: const     0.012022
vwretd    0.229299
dtype: float64, 75729: const     0.025328
vwretd    1.304697
dtype: float64, 75730: const     0.000487
vwretd    1.912393
dtype: float64, 75731: const     0.010536
vwretd    0.156718
dtype: float64, 75732: const    -0.015199
vwretd    0.562472
dtype: float64, 75733: const    -0.001435
vwretd    0.917696
dtype: float64, 75734: const     0.012395
vwretd    0.933420
dtype: float64, 75735: const     0.0
vwretd    0.0
dtype: float64, 75736: const     0.041039
vwretd   -0.721469
dtype: float64, 75737: const    -0.132550
vwretd    1.309031
dtype: float64, 75738: const     0.016249
vwretd   -2.088477
dtype: float64, 75739: const    -0.008873
vwretd    0.429766
dtype: float64, 75740: const     0.003888
vwretd    0.887562
dtype: float64, 75741: const     0.038909
vwretd    1.822393
dtype: float64, 75742: const    -0.006838
vwretd    2.713945
dtype: float64, 75743: const     0.009325
vwretd    1.433528
dtype: float64, 75744: const    -0.002095
vwretd   -0.435435
dtype: float64, 75745: const    -0.050526
vwretd    0.447755
dtype: float64, 75746: const    -0.025203
vwretd   -2.104866
dtype: float64, 75747: const    -0.010835
vwretd    1.305542
dtype: float64, 75748: const     0.031088
vwretd   -2.125445
dtype: float64, 75749: const    -0.156980
vwretd    1.021982
dtype: float64, 75750: const    -0.021172
vwretd    2.447594
dtype: float64, 75751: const    -0.093044
vwretd   -0.605149
dtype: float64, 75752: const    -0.081954
vwretd    2.646036
dtype: float64, 75753: const    -0.056979
vwretd   -1.672524
dtype: float64, 75754: const    -0.000915
vwretd    0.846392
dtype: float64, 75755: const     0.009233
vwretd    1.105867
dtype: float64, 75756: const    -0.116805
vwretd    0.525958
dtype: float64, 75757: const     0.019179
vwretd    2.431007
dtype: float64, 75758: const    -0.017641
vwretd    0.750011
dtype: float64, 75759: const     0.023923
vwretd    0.887411
dtype: float64, 75760: const    -0.033939
vwretd    1.652129
dtype: float64, 75761: const    -0.006647
vwretd   -1.053566
dtype: float64, 75762: const    -0.039516
vwretd    1.962679
dtype: float64, 75763: const    -0.019050
vwretd    2.930176
dtype: float64, 75764: const     0.017410
vwretd   -0.044997
dtype: float64, 75765: const     0.009333
vwretd    0.571080
dtype: float64, 75766: const     0.002098
vwretd    0.653759
dtype: float64, 75767: const    -0.103489
vwretd    1.438173
dtype: float64, 75768: const    -0.003393
vwretd    0.855636
dtype: float64, 75769: const    -0.038465
vwretd    1.156773
dtype: float64, 75770: const    -0.042508
vwretd   -0.718673
dtype: float64, 75771: const    -0.040301
vwretd   -0.202229
dtype: float64, 75772: const     0.083152
vwretd   -1.238611
dtype: float64, 75773: const     0.006416
vwretd    0.375086
dtype: float64, 75774: const    -0.022232
vwretd   -0.735669
dtype: float64, 75775: const    -0.06342
vwretd    0.27694
dtype: float64, 75776: const     0.045422
vwretd    0.753860
dtype: float64, 75777: const     0.007575
vwretd   -0.087443
dtype: float64, 75778: const    -0.012958
vwretd    1.242362
dtype: float64, 75779: const     0.001923
vwretd    0.884579
dtype: float64, 75780: const    -0.086696
vwretd    1.531716
dtype: float64, 75781: const     0.015878
vwretd    0.576634
dtype: float64, 75782: const    -0.033062
vwretd    0.406430
dtype: float64, 75783: const    -0.014380
vwretd    0.716506
dtype: float64, 75784: const     0.003871
vwretd   -0.100543
dtype: float64, 75785: const     0.018680
vwretd    0.142797
dtype: float64, 75786: const     0.022099
vwretd    1.080701
dtype: float64, 75787: const     0.024591
vwretd    0.793283
dtype: float64, 75788: const    -0.001901
vwretd    0.401928
dtype: float64, 75789: const    -0.003948
vwretd    1.561341
dtype: float64, 75790: const    -0.000879
vwretd   -0.156015
dtype: float64, 75791: const     0.007967
vwretd    0.859147
dtype: float64, 75792: const    -0.013972
vwretd    1.270363
dtype: float64, 75793: const    -0.015187
vwretd    1.033829
dtype: float64, 75794: const    -0.011671
vwretd    1.135626
dtype: float64, 75795: const    -0.018466
vwretd    0.577301
dtype: float64, 75796: const    -0.005911
vwretd    2.285070
dtype: float64, 75797: const     0.036559
vwretd    1.189127
dtype: float64, 75798: const     0.015136
vwretd    3.180411
dtype: float64, 75799: const     0.002964
vwretd    1.049877
dtype: float64, 75800: const    -0.022354
vwretd    2.137514
dtype: float64, 75801: const     0.021459
vwretd    0.392069
dtype: float64, 75803: const     0.003851
vwretd    0.158200
dtype: float64, 75804: const     0.009838
vwretd    1.316043
dtype: float64, 75805: const     0.004649
vwretd    0.208011
dtype: float64, 75806: const    -0.009500
vwretd    1.093397
dtype: float64, 75807: const    -0.009606
vwretd    1.559737
dtype: float64, 75808: const     0.009119
vwretd    0.857296
dtype: float64, 75809: const     0.001205
vwretd    1.016135
dtype: float64, 75810: const     0.004698
vwretd    0.288378
dtype: float64, 75811: const    -0.004019
vwretd    0.847893
dtype: float64, 75812: const     0.028623
vwretd    1.493709
dtype: float64, 75813: const     0.013861
vwretd    0.338862
dtype: float64, 75814: const     0.005524
vwretd    0.139919
dtype: float64, 75815: const    -0.016347
vwretd    1.106582
dtype: float64, 75817: const     0.007253
vwretd    1.522947
dtype: float64, 75818: const     0.003672
vwretd    1.307282
dtype: float64, 75819: const     0.010787
vwretd    0.846487
dtype: float64, 75820: const     0.015070
vwretd    0.733911
dtype: float64, 75821: const    -0.048692
vwretd    2.813998
dtype: float64, 75822: const    -0.008022
vwretd    0.657242
dtype: float64, 75823: const     0.002414
vwretd    1.269609
dtype: float64, 75824: const     0.007908
vwretd    0.961978
dtype: float64, 75825: const     0.008212
vwretd    0.960679
dtype: float64, 75826: const     0.005978
vwretd    0.466399
dtype: float64, 75827: const     0.005371
vwretd    0.073305
dtype: float64, 75828: const     0.011164
vwretd    1.168301
dtype: float64, 75831: const     0.002662
vwretd    1.506711
dtype: float64, 75832: const    -0.008622
vwretd    2.165347
dtype: float64, 75833: const    -0.024800
vwretd    1.341162
dtype: float64, 75834: const    -0.019306
vwretd    1.515485
dtype: float64, 75835: const    -0.004903
vwretd    1.724242
dtype: float64, 75836: const     0.009671
vwretd    0.295405
dtype: float64, 75837: const     0.003403
vwretd    0.161005
dtype: float64, 75838: const    -0.008270
vwretd    0.991572
dtype: float64, 75839: const    -0.013289
vwretd    0.875147
dtype: float64, 75840: const     0.002517
vwretd    0.634280
dtype: float64, 75841: const     0.005681
vwretd    0.055667
dtype: float64, 75842: const     0.005227
vwretd    0.090382
dtype: float64, 75843: const    -0.001548
vwretd    1.036295
dtype: float64, 75844: const     0.00908
vwretd    0.78993
dtype: float64, 75845: const     0.003551
vwretd    0.100795
dtype: float64, 75846: const     0.007254
vwretd    1.423969
dtype: float64, 75847: const     0.022147
vwretd    1.027929
dtype: float64, 75848: const     0.025053
vwretd    1.310376
dtype: float64, 75849: const    -0.00407
vwretd    1.80250
dtype: float64, 75850: const     0.016691
vwretd    1.364830
dtype: float64, 75851: const     0.020256
vwretd    0.620274
dtype: float64, 75852: const     0.022219
vwretd    1.372041
dtype: float64, 75853: const     0.005737
vwretd    1.810875
dtype: float64, 75854: const     0.004676
vwretd    1.796430
dtype: float64, 75855: const     0.020456
vwretd    1.357045
dtype: float64, 75856: const     0.006923
vwretd    0.524706
dtype: float64, 75857: const     0.000719
vwretd    2.370670
dtype: float64, 75858: const     0.005151
vwretd    2.245685
dtype: float64, 75859: const    -0.019579
vwretd    1.433598
dtype: float64, 75860: const     0.008465
vwretd    1.679386
dtype: float64, 75861: const     0.008160
vwretd    0.634783
dtype: float64, 75862: const    -0.013642
vwretd    1.394461
dtype: float64, 75863: const    -0.042203
vwretd   -1.282194
dtype: float64, 75864: const    -0.025828
vwretd    0.757217
dtype: float64, 75865: const     0.012553
vwretd    1.258371
dtype: float64, 75866: const     0.013595
vwretd    1.198164
dtype: float64, 75868: const     0.026457
vwretd    0.641173
dtype: float64, 75869: const    -0.017669
vwretd    1.341798
dtype: float64, 75870: const     0.024094
vwretd    0.017851
dtype: float64, 75871: const    -0.005855
vwretd    2.601572
dtype: float64, 75872: const    -0.112060
vwretd    2.421538
dtype: float64, 75873: const     0.000093
vwretd    1.051805
dtype: float64, 75875: const    -0.015750
vwretd    0.180132
dtype: float64, 75876: const     0.020505
vwretd    2.542218
dtype: float64, 75877: const    -0.030909
vwretd    0.614896
dtype: float64, 75878: const    -0.000616
vwretd    1.331422
dtype: float64, 75879: const     0.008382
vwretd    0.629512
dtype: float64, 75880: const    -0.000391
vwretd    1.118991
dtype: float64, 75881: const     0.009407
vwretd    0.857872
dtype: float64, 75882: const     0.031505
vwretd    0.367092
dtype: float64, 75883: const    -0.009909
vwretd   -0.685656
dtype: float64, 75884: const     0.006072
vwretd    0.027208
dtype: float64, 75885: const     0.004175
vwretd    0.491281
dtype: float64, 75886: const     0.010625
vwretd    0.317539
dtype: float64, 75887: const    -0.002054
vwretd    1.524810
dtype: float64, 75888: const     0.017414
vwretd    0.474296
dtype: float64, 75889: const    -0.023337
vwretd   -0.065261
dtype: float64, 75890: const     0.009474
vwretd    0.618681
dtype: float64, 75891: const    -0.005378
vwretd    1.159481
dtype: float64, 75892: const     0.011329
vwretd    0.647858
dtype: float64, 75893: const     0.006033
vwretd    0.227289
dtype: float64, 75894: const    -0.019002
vwretd    0.060151
dtype: float64, 75895: const    -0.017605
vwretd    0.804085
dtype: float64, 75896: const    -0.041083
vwretd    1.483758
dtype: float64, 75897: const    -0.002245
vwretd    0.835820
dtype: float64, 75898: const     0.039190
vwretd   -0.155826
dtype: float64, 75899: const    -0.025713
vwretd    1.017971
dtype: float64, 75900: const     0.007493
vwretd    1.090781
dtype: float64, 75901: const     0.005311
vwretd    1.037716
dtype: float64, 75902: const    -0.008117
vwretd    1.911346
dtype: float64, 75903: const    -0.146004
vwretd    1.997258
dtype: float64, 75904: const     0.015374
vwretd    0.944149
dtype: float64, 75905: const     0.003056
vwretd    1.945832
dtype: float64, 75906: const     0.011615
vwretd    0.647936
dtype: float64, 75907: const    -0.018796
vwretd    1.937462
dtype: float64, 75908: const    -0.016432
vwretd    0.951449
dtype: float64, 75909: const    -0.027126
vwretd    0.605066
dtype: float64, 75910: const    -0.025074
vwretd    1.828955
dtype: float64, 75911: const     0.009597
vwretd    0.518309
dtype: float64, 75912: const     0.004270
vwretd    1.740721
dtype: float64, 75913: const    -0.025075
vwretd    0.830596
dtype: float64, 75914: const    -0.050107
vwretd    1.436301
dtype: float64, 75915: const     0.024184
vwretd    1.602453
dtype: float64, 75918: const    -0.014142
vwretd    1.264358
dtype: float64, 75919: const    -0.01999
vwretd    1.32020
dtype: float64, 75920: const     0.004357
vwretd    0.643064
dtype: float64, 75922: const    -0.009865
vwretd    1.226453
dtype: float64, 75923: const     0.003833
vwretd    0.287476
dtype: float64, 75924: const     0.022388
vwretd    0.374112
dtype: float64, 75925: const     0.013833
vwretd    0.739120
dtype: float64, 75926: const    -0.015262
vwretd    0.683186
dtype: float64, 75927: const    -0.026785
vwretd    1.899723
dtype: float64, 75928: const     0.004790
vwretd    0.526969
dtype: float64, 75929: const     0.006325
vwretd    1.779064
dtype: float64, 75930: const     0.012455
vwretd    1.257515
dtype: float64, 75931: const     0.002236
vwretd    0.875322
dtype: float64, 75932: const    -0.038264
vwretd   -0.039465
dtype: float64, 75933: const    -0.033985
vwretd    2.523585
dtype: float64, 75934: const    -0.000080
vwretd    0.189055
dtype: float64, 75935: const     0.016363
vwretd   -0.362371
dtype: float64, 75936: const     0.000848
vwretd    0.625290
dtype: float64, 75937: const     0.009158
vwretd    0.913630
dtype: float64, 75938: const    -0.002834
vwretd    1.276293
dtype: float64, 75939: const     0.004011
vwretd    0.267990
dtype: float64, 75940: const     0.004236
vwretd    0.279032
dtype: float64, 75941: const    -0.003713
vwretd    1.170518
dtype: float64, 75942: const    -0.002404
vwretd    0.922629
dtype: float64, 75943: const     0.005954
vwretd    0.483751
dtype: float64, 75945: const     0.002101
vwretd    0.673114
dtype: float64, 75946: const     0.010201
vwretd    1.388753
dtype: float64, 75950: const     0.012670
vwretd    0.262352
dtype: float64, 75951: const     0.00625
vwretd    0.17336
dtype: float64, 75953: const    -0.026249
vwretd    1.021817
dtype: float64, 75954: const     0.011318
vwretd    1.858668
dtype: float64, 75955: const     0.004059
vwretd    0.746563
dtype: float64, 75956: const     0.000541
vwretd   -0.948457
dtype: float64, 75957: const    -0.021621
vwretd    1.383849
dtype: float64, 75959: const    -0.375970
vwretd    9.077173
dtype: float64, 75961: const    -0.065648
vwretd    7.570260
dtype: float64, 75962: const    -0.007631
vwretd    1.391052
dtype: float64, 75964: const     0.016160
vwretd    1.225762
dtype: float64, 75965: const     0.002903
vwretd   -0.446026
dtype: float64, 75966: const     0.019454
vwretd   -0.775527
dtype: float64, 75967: const    -0.023101
vwretd    1.303899
dtype: float64, 75968: const    -0.002023
vwretd    1.567790
dtype: float64, 75969: const     0.156338
vwretd   -2.096582
dtype: float64, 75970: const     0.012194
vwretd    1.320165
dtype: float64, 75971: const    -0.068309
vwretd    0.196591
dtype: float64, 75972: const    -0.040118
vwretd    0.579118
dtype: float64, 75974: const     0.026495
vwretd    0.189217
dtype: float64, 75975: const    -0.054651
vwretd    2.623115
dtype: float64, 75976: const     0.009031
vwretd    0.726533
dtype: float64, 75977: const    -0.035724
vwretd    2.155205
dtype: float64, 75978: const    -0.018621
vwretd    2.665689
dtype: float64, 75979: const     0.039807
vwretd   -0.238195
dtype: float64, 75980: const    -0.153678
vwretd    2.697927
dtype: float64, 75981: const    -0.020382
vwretd   -4.610130
dtype: float64, 75983: const    -0.032085
vwretd    1.129335
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vwretd    0.441067
dtype: float64, 75985: const     0.001425
vwretd    0.801017
dtype: float64, 75986: const    -0.001971
vwretd    1.434525
dtype: float64, 75988: const     0.012600
vwretd   -0.110632
dtype: float64, 75989: const     0.022906
vwretd    0.862837
dtype: float64, 75990: const    -0.010742
vwretd    1.309787
dtype: float64, 75991: const     0.035029
vwretd    2.495531
dtype: float64, 75992: const     0.001047
vwretd    0.863583
dtype: float64, 75993: const    -0.007649
vwretd    1.815404
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vwretd    1.118913
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vwretd    3.497255
dtype: float64, 75996: const    -0.092433
vwretd    0.099798
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vwretd    1.557601
dtype: float64, 75999: const    -0.362123
vwretd    2.363302
dtype: float64, 76000: const    -0.007152
vwretd    1.462632
dtype: float64, 76001: const    -0.005957
vwretd   -1.174209
dtype: float64, 76002: const    -0.144471
vwretd   -0.615113
dtype: float64, 76003: const    -0.034293
vwretd    1.414626
dtype: float64, 76004: const    -0.098344
vwretd   -0.308820
dtype: float64, 76005: const    -0.037880
vwretd    0.618259
dtype: float64, 76006: const    -0.014215
vwretd    0.294652
dtype: float64, 76007: const     0.015181
vwretd    0.850999
dtype: float64, 76008: const    -0.005681
vwretd    1.505919
dtype: float64, 76009: const    -0.057035
vwretd    1.062886
dtype: float64, 76010: const    -0.092997
vwretd    0.438049
dtype: float64, 76011: const    -0.011651
vwretd    1.660318
dtype: float64, 76012: const    -0.018115
vwretd   -0.122520
dtype: float64, 76013: const     0.005824
vwretd    0.714186
dtype: float64, 76014: const     0.008125
vwretd    0.712837
dtype: float64, 76015: const    -0.008453
vwretd    1.578693
dtype: float64, 76016: const    -0.026996
vwretd    1.706951
dtype: float64, 76017: const    -0.013715
vwretd    0.291700
dtype: float64, 76018: const    -0.058686
vwretd   -0.229020
dtype: float64, 76019: const    -0.027273
vwretd   -0.491984
dtype: float64, 76020: const     0.014798
vwretd    1.103751
dtype: float64, 76021: const    -0.059026
vwretd    2.900509
dtype: float64, 76022: const     0.005420
vwretd    1.182059
dtype: float64, 76023: const     0.009220
vwretd    1.336551
dtype: float64, 76024: const    -0.012503
vwretd    0.873668
dtype: float64, 76025: const    -0.002185
vwretd    1.450150
dtype: float64, 76026: const     0.030513
vwretd    0.181347
dtype: float64, 76027: const     0.006631
vwretd    1.000611
dtype: float64, 76028: const     0.009670
vwretd   -0.194157
dtype: float64, 76029: const    -0.081817
vwretd    4.216308
dtype: float64, 76030: const     0.003660
vwretd    0.828267
dtype: float64, 76031: const    -0.096452
vwretd    1.444757
dtype: float64, 76032: const    -0.068467
vwretd    0.461020
dtype: float64, 76034: const    -0.012831
vwretd   -0.128490
dtype: float64, 76035: const    -0.031415
vwretd    0.517381
dtype: float64, 76036: const    -0.080013
vwretd    2.172567
dtype: float64, 76037: const    -0.003966
vwretd    0.856638
dtype: float64, 76038: const     0.007492
vwretd    1.209734
dtype: float64, 76039: const    -0.037359
vwretd   -0.492876
dtype: float64, 76040: const     0.015570
vwretd    0.650034
dtype: float64, 76041: const     0.000595
vwretd    1.261769
dtype: float64, 76042: const     0.020656
vwretd    0.546131
dtype: float64, 76044: const     0.002921
vwretd    1.269519
dtype: float64, 76045: const     0.009717
vwretd    0.448201
dtype: float64, 76047: const     0.000510
vwretd   -1.908978
dtype: float64, 76048: const     0.020424
vwretd    0.626616
dtype: float64, 76050: const     0.008177
vwretd    0.252901
dtype: float64, 76052: const     0.002306
vwretd    0.593728
dtype: float64, 76053: const    -0.084718
vwretd    1.547304
dtype: float64, 76054: const    -0.061314
vwretd    1.095714
dtype: float64, 76055: const     0.013443
vwretd    0.343787
dtype: float64, 76056: const    -0.055211
vwretd    1.185728
dtype: float64, 76057: const     0.009009
vwretd    1.304239
dtype: float64, 76059: const    -0.071621
vwretd    1.087518
dtype: float64, 76060: const     0.006884
vwretd    0.515990
dtype: float64, 76061: const    -0.010327
vwretd   -0.088895
dtype: float64, 76062: const     0.032394
vwretd    1.821477
dtype: float64, 76063: const    -0.008088
vwretd    0.995845
dtype: float64, 76064: const     0.077573
vwretd    4.048942
dtype: float64, 76066: const    -0.041718
vwretd    2.788121
dtype: float64, 76067: const     0.006046
vwretd    0.002311
dtype: float64, 76068: const     0.019054
vwretd   -0.960887
dtype: float64, 76070: const    -0.003649
vwretd    1.470665
dtype: float64, 76071: const     0.023775
vwretd    0.349037
dtype: float64, 76072: const    -0.004443
vwretd    0.645323
dtype: float64, 76073: const     0.053140
vwretd   -1.097814
dtype: float64, 76074: const     0.010985
vwretd    0.724297
dtype: float64, 76075: const    -0.000836
vwretd    1.481524
dtype: float64, 76076: const     0.009987
vwretd    1.464689
dtype: float64, 76077: const     0.024248
vwretd    0.854214
dtype: float64, 76078: const     0.016038
vwretd    0.197098
dtype: float64, 76079: const    -0.010310
vwretd    0.845087
dtype: float64, 76080: const    -0.007622
vwretd    1.902568
dtype: float64, 76081: const     0.005290
vwretd    1.418083
dtype: float64, 76082: const     0.007898
vwretd    0.715636
dtype: float64, 76083: const    -0.005086
vwretd    1.328653
dtype: float64, 76084: const    -0.000453
vwretd    1.095404
dtype: float64, 76085: const    -0.004434
vwretd    0.816994
dtype: float64, 76086: const    -0.004602
vwretd    1.171256
dtype: float64, 76087: const     0.005295
vwretd    0.047984
dtype: float64, 76088: const     0.012419
vwretd    0.305024
dtype: float64, 76089: const     0.000132
vwretd    0.736588
dtype: float64, 76090: const     0.011322
vwretd    0.954550
dtype: float64, 76091: const     0.008956
vwretd    0.678085
dtype: float64, 76092: const    -0.146054
vwretd    0.619942
dtype: float64, 76093: const    -0.127137
vwretd    0.811875
dtype: float64, 76094: const     0.017360
vwretd    1.019883
dtype: float64, 76095: const     0.007752
vwretd    1.246934
dtype: float64, 76096: const    -0.009615
vwretd    2.804193
dtype: float64, 76097: const    -0.007528
vwretd    0.622458
dtype: float64, 76098: const    -0.005941
vwretd    1.831636
dtype: float64, 76099: const     0.007421
vwretd    1.017549
dtype: float64, 76100: const     0.006168
vwretd    0.834882
dtype: float64, 76101: const     0.007739
vwretd    1.122832
dtype: float64, 76102: const    -0.002587
vwretd    1.360349
dtype: float64, 76104: const     0.030120
vwretd    0.738149
dtype: float64, 76105: const     0.014004
vwretd    0.991973
dtype: float64, 76106: const    -0.021010
vwretd    0.783385
dtype: float64, 76107: const    -0.009034
vwretd    0.731003
dtype: float64, 76108: const     0.010832
vwretd   -0.064327
dtype: float64, 76109: const     0.021510
vwretd    0.470377
dtype: float64, 76110: const     0.002140
vwretd    1.447451
dtype: float64, 76111: const    -0.015772
vwretd    1.414552
dtype: float64, 76112: const     0.154006
vwretd   -2.794457
dtype: float64, 76113: const     0.003060
vwretd    0.127208
dtype: float64, 76114: const    -0.001392
vwretd    0.798110
dtype: float64, 76115: const    -0.011091
vwretd    1.234156
dtype: float64, 76116: const    -0.029660
vwretd    0.690204
dtype: float64, 76117: const    -0.006853
vwretd    1.265068
dtype: float64, 76118: const    -0.000332
vwretd    1.113396
dtype: float64, 76119: const    -0.001769
vwretd    0.876490
dtype: float64, 76121: const     0.006073
vwretd    0.035233
dtype: float64, 76122: const    -0.003352
vwretd    0.456566
dtype: float64, 76123: const     0.000534
vwretd    0.959620
dtype: float64, 76125: const     0.022524
vwretd    0.750418
dtype: float64, 76126: const     0.017202
vwretd    0.394791
dtype: float64, 76127: const     0.000557
vwretd    1.817848
dtype: float64, 76128: const     0.005984
vwretd    1.551776
dtype: float64, 76129: const     0.008662
vwretd    1.539461
dtype: float64, 76131: const    -0.004225
vwretd    1.124448
dtype: float64, 76132: const     0.013677
vwretd    1.166015
dtype: float64, 76133: const    -0.004659
vwretd    1.327592
dtype: float64, 76134: const     0.003840
vwretd    1.190766
dtype: float64, 76135: const     0.003103
vwretd    0.863368
dtype: float64, 76136: const     0.001512
vwretd    0.920589
dtype: float64, 76137: const     0.030359
vwretd    1.384657
dtype: float64, 76138: const     0.006865
vwretd    1.389331
dtype: float64, 76139: const     0.001531
vwretd    1.420699
dtype: float64, 76140: const     0.050938
vwretd    0.045935
dtype: float64, 76141: const     0.016463
vwretd    1.100666
dtype: float64, 76142: const     0.010972
vwretd    1.694427
dtype: float64, 76143: const     0.003948
vwretd    0.211301
dtype: float64, 76144: const     0.005516
vwretd    0.108546
dtype: float64, 76145: const    -0.001731
vwretd    1.212690
dtype: float64, 76146: const     0.006619
vwretd    1.435017
dtype: float64, 76147: const    -0.023499
vwretd    1.284530
dtype: float64, 76148: const     0.004063
vwretd    1.185049
dtype: float64, 76149: const     0.006532
vwretd    0.749897
dtype: float64, 76150: const    -0.049032
vwretd    1.567888
dtype: float64, 76151: const     0.014404
vwretd    0.782651
dtype: float64, 76152: const     0.004256
vwretd    0.150915
dtype: float64, 76153: const     0.005952
vwretd    0.180427
dtype: float64, 76154: const     0.010394
vwretd    1.232565
dtype: float64, 76155: const    -0.016575
vwretd    2.070653
dtype: float64, 76156: const     0.006526
vwretd    0.516340
dtype: float64, 76157: const     0.012952
vwretd    1.999008
dtype: float64, 76158: const     0.002459
vwretd    0.893259
dtype: float64, 76159: const     0.007409
vwretd    0.667119
dtype: float64, 76160: const     0.009416
vwretd    0.272478
dtype: float64, 76161: const     0.031856
vwretd    1.105574
dtype: float64, 76162: const     0.008502
vwretd    0.708961
dtype: float64, 76163: const     0.026064
vwretd   -0.010811
dtype: float64, 76164: const     0.001329
vwretd    0.396012
dtype: float64, 76165: const     0.011964
vwretd    2.156692
dtype: float64, 76166: const    -0.009578
vwretd    2.489991
dtype: float64, 76167: const    -0.035863
vwretd   -1.654833
dtype: float64, 76168: const    -0.019964
vwretd    2.518241
dtype: float64, 76169: const    -0.031786
vwretd    1.869912
dtype: float64, 76170: const    -0.025241
vwretd    0.793840
dtype: float64, 76171: const     0.011362
vwretd    0.310677
dtype: float64, 76172: const     0.038657
vwretd    0.564738
dtype: float64, 76173: const    -0.057366
vwretd    1.758244
dtype: float64, 76174: const     0.028647
vwretd    0.587356
dtype: float64, 76175: const    -0.016324
vwretd    3.168526
dtype: float64, 76176: const     0.020146
vwretd   -0.146677
dtype: float64, 76177: const     0.028523
vwretd    0.528475
dtype: float64, 76178: const    -0.007058
vwretd    1.042544
dtype: float64, 76179: const    -0.070236
vwretd    0.927958
dtype: float64, 76180: const    -0.020128
vwretd    1.634815
dtype: float64, 76181: const    -0.001171
vwretd    1.035195
dtype: float64, 76182: const     0.005168
vwretd    0.105551
dtype: float64, 76183: const     0.003651
vwretd    0.349401
dtype: float64, 76184: const    -0.006486
vwretd    1.348223
dtype: float64, 76185: const     0.012167
vwretd    0.745895
dtype: float64, 76186: const     0.018845
vwretd   -0.972888
dtype: float64, 76188: const     0.002584
vwretd    0.340851
dtype: float64, 76189: const     0.003888
vwretd    0.647536
dtype: float64, 76190: const     0.02318
vwretd    1.21641
dtype: float64, 76191: const     0.007836
vwretd    1.147542
dtype: float64, 76192: const     0.027611
vwretd    1.429762
dtype: float64, 76193: const     0.000344
vwretd    0.789723
dtype: float64, 76194: const     0.011572
vwretd    1.208015
dtype: float64, 76195: const     0.004733
vwretd    1.060038
dtype: float64, 76196: const     0.003226
vwretd    0.227351
dtype: float64, 76197: const     0.016664
vwretd    0.169974
dtype: float64, 76198: const     0.024032
vwretd    0.094349
dtype: float64, 76199: const    -0.021439
vwretd    2.358975
dtype: float64, 76200: const    -0.006533
vwretd    0.692959
dtype: float64, 76201: const     0.007367
vwretd    1.574967
dtype: float64, 76202: const     0.009814
vwretd    0.392283
dtype: float64, 76203: const    -0.027735
vwretd    0.617240
dtype: float64, 76204: const     0.059282
vwretd    0.218800
dtype: float64, 76205: const     0.023506
vwretd    0.521245
dtype: float64, 76206: const     0.009971
vwretd    0.606755
dtype: float64, 76207: const     0.003635
vwretd    1.215335
dtype: float64, 76208: const     0.013019
vwretd    0.574559
dtype: float64, 76209: const    -0.007883
vwretd    1.589246
dtype: float64, 76210: const     0.010699
vwretd    0.341902
dtype: float64, 76211: const     0.043036
vwretd    2.790574
dtype: float64, 76212: const    -0.008745
vwretd    0.779448
dtype: float64, 76213: const     0.017633
vwretd    1.134127
dtype: float64, 76214: const     0.013329
vwretd    0.876095
dtype: float64, 76215: const    -0.001541
vwretd    1.537956
dtype: float64, 76216: const    -0.225242
vwretd    1.146727
dtype: float64, 76217: const    -0.002779
vwretd    1.024449
dtype: float64, 76218: const    -0.000949
vwretd    1.492182
dtype: float64, 76219: const     0.004479
vwretd    0.619859
dtype: float64, 76220: const     0.006235
vwretd    0.021250
dtype: float64, 76221: const     0.004526
vwretd    1.076881
dtype: float64, 76222: const    -0.008051
vwretd    0.421483
dtype: float64, 76223: const     0.006648
vwretd    1.277233
dtype: float64, 76224: const     0.004811
vwretd    1.142981
dtype: float64, 76225: const     0.034572
vwretd    1.246157
dtype: float64, 76226: const    -0.004941
vwretd    1.567089
dtype: float64, 76227: const     0.016813
vwretd    0.495274
dtype: float64, 76228: const     0.000203
vwretd    0.934630
dtype: float64, 76229: const    -0.082104
vwretd    3.071514
dtype: float64, 76230: const     0.002946
vwretd    1.482200
dtype: float64, 76231: const     0.004976
vwretd    2.160347
dtype: float64, 76232: const    -0.017848
vwretd    0.315590
dtype: float64, 76233: const    -0.022138
vwretd   -0.767815
dtype: float64, 76234: const    -0.000428
vwretd    1.364630
dtype: float64, 76235: const     0.002106
vwretd    1.692440
dtype: float64, 76236: const    -0.011157
vwretd    1.468110
dtype: float64, 76237: const    -0.144962
vwretd    3.348997
dtype: float64, 76238: const     0.008713
vwretd    0.995350
dtype: float64, 76239: const    -0.009081
vwretd    1.741979
dtype: float64, 76240: const     0.006559
vwretd    1.299655
dtype: float64, 76241: const     0.010961
vwretd    0.765957
dtype: float64, 76242: const     0.004568
vwretd    0.970591
dtype: float64, 76243: const     0.005191
vwretd    0.198412
dtype: float64, 76244: const     0.001652
vwretd    1.408364
dtype: float64, 76245: const     0.020324
vwretd    1.336032
dtype: float64, 76246: const    -0.001706
vwretd    1.128058
dtype: float64, 76247: const    -0.012367
vwretd    1.102429
dtype: float64, 76248: const     0.003310
vwretd    1.605696
dtype: float64, 76249: const     0.051789
vwretd   -0.557058
dtype: float64, 76250: const     0.032119
vwretd    1.093089
dtype: float64, 76251: const    -0.004273
vwretd    1.252435
dtype: float64, 76252: const    -0.004539
vwretd    0.551289
dtype: float64, 76253: const     0.015837
vwretd    0.089232
dtype: float64, 76254: const     0.033379
vwretd    0.206012
dtype: float64, 76255: const     0.007156
vwretd    0.106673
dtype: float64, 76256: const    -0.027279
vwretd    1.910050
dtype: float64, 76257: const     0.00732
vwretd    0.47905
dtype: float64, 76258: const    -0.001783
vwretd    0.547442
dtype: float64, 76259: const     0.002506
vwretd    1.067950
dtype: float64, 76260: const    -0.019885
vwretd    0.904531
dtype: float64, 76261: const     0.009271
vwretd    0.548520
dtype: float64, 76262: const    -0.030178
vwretd   -1.429960
dtype: float64, 76263: const     0.005109
vwretd    1.287836
dtype: float64, 76264: const     0.005338
vwretd    0.195461
dtype: float64, 76265: const     0.009100
vwretd    0.446489
dtype: float64, 76266: const     0.006653
vwretd    0.540778
dtype: float64, 76267: const    -0.006097
vwretd    0.705530
dtype: float64, 76268: const     0.012804
vwretd    1.138295
dtype: float64, 76269: const     0.016961
vwretd    1.856485
dtype: float64, 76270: const     0.014031
vwretd    1.331528
dtype: float64, 76271: const    -0.005441
vwretd    1.692758
dtype: float64, 76272: const     0.015127
vwretd    1.059795
dtype: float64, 76273: const     0.001491
vwretd    1.174798
dtype: float64, 76274: const     0.001512
vwretd    0.534707
dtype: float64, 76275: const     0.007750
vwretd   -0.160314
dtype: float64, 76276: const     0.009468
vwretd    0.759671
dtype: float64, 76277: const     0.079931
vwretd   -0.426647
dtype: float64, 76278: const    -0.011281
vwretd   -0.976083
dtype: float64, 76279: const    -0.002311
vwretd    1.404028
dtype: float64, 76280: const    -0.011487
vwretd    1.792471
dtype: float64, 76281: const    -0.003567
vwretd    1.664888
dtype: float64, 76282: const     0.009672
vwretd    1.179231
dtype: float64, 76283: const     0.000887
vwretd    0.172291
dtype: float64, 76284: const     0.020639
vwretd    0.939284
dtype: float64, 76285: const     0.065925
vwretd    0.552676
dtype: float64, 76286: const     0.024231
vwretd    0.326478
dtype: float64, 76289: const    -0.017302
vwretd    0.812653
dtype: float64, 76290: const     0.008127
vwretd    1.774906
dtype: float64, 76291: const     0.028286
vwretd    0.708759
dtype: float64, 76292: const     0.027544
vwretd    0.846288
dtype: float64, 76293: const    -0.111350
vwretd    1.232634
dtype: float64, 76294: const     0.016345
vwretd    0.443031
dtype: float64, 76295: const    -0.007123
vwretd    2.102730
dtype: float64, 76296: const    -0.164812
vwretd    0.688467
dtype: float64, 76297: const     0.09611
vwretd   -3.01283
dtype: float64, 76298: const     0.004778
vwretd    0.908885
dtype: float64, 76299: const     0.026176
vwretd    0.189215
dtype: float64, 76300: const     0.088722
vwretd    0.935482
dtype: float64, 76301: const     0.008364
vwretd   -0.097011
dtype: float64, 76302: const     0.005037
vwretd    0.083130
dtype: float64, 76303: const    -0.047318
vwretd   -0.115086
dtype: float64, 76304: const     0.030482
vwretd   -0.633367
dtype: float64, 76305: const    -0.019059
vwretd    1.602633
dtype: float64, 76306: const     0.015758
vwretd    1.298077
dtype: float64, 76307: const     0.035291
vwretd    1.358114
dtype: float64, 76308: const     0.016946
vwretd    0.168011
dtype: float64, 76309: const    -0.023905
vwretd    1.404560
dtype: float64, 76310: const     0.019073
vwretd    0.789925
dtype: float64, 76311: const    -0.020772
vwretd    0.201997
dtype: float64, 76312: const     0.026328
vwretd   -0.455295
dtype: float64, 76314: const     0.014779
vwretd    1.228266
dtype: float64, 76315: const    -0.081264
vwretd    1.641215
dtype: float64, 76316: const     0.029515
vwretd   -0.900339
dtype: float64, 76317: const    -0.004655
vwretd    2.436460
dtype: float64, 76318: const    -0.006938
vwretd    0.003068
dtype: float64, 76320: const    -0.055082
vwretd   -2.013443
dtype: float64, 76321: const     0.009091
vwretd    0.923171
dtype: float64, 76322: const     0.003887
vwretd    0.773945
dtype: float64, 76323: const     0.030539
vwretd   -0.480866
dtype: float64, 76324: const    -0.051563
vwretd   -0.178208
dtype: float64, 76326: const    -0.010185
vwretd    0.889096
dtype: float64, 76327: const     0.731384
vwretd   -9.355080
dtype: float64, 76328: const     0.088640
vwretd    2.354317
dtype: float64, 76329: const    -0.053277
vwretd    0.193874
dtype: float64, 76330: const     0.010461
vwretd   -0.208367
dtype: float64, 76331: const     0.001641
vwretd    1.108982
dtype: float64, 76332: const    -0.029271
vwretd    1.342313
dtype: float64, 76333: const    -0.031333
vwretd    1.524277
dtype: float64, 76335: const     0.000375
vwretd   -0.181653
dtype: float64, 76336: const     0.005548
vwretd    1.255841
dtype: float64, 76337: const     0.005478
vwretd    0.358204
dtype: float64, 76338: const     0.043270
vwretd   -0.079561
dtype: float64, 76339: const    -0.000136
vwretd   -1.895575
dtype: float64, 76340: const     0.005549
vwretd    0.646662
dtype: float64, 76341: const    -0.008487
vwretd   -0.609778
dtype: float64, 76342: const    -0.044874
vwretd    0.949452
dtype: float64, 76343: const    -0.031527
vwretd    1.202818
dtype: float64, 76344: const    -0.111582
vwretd    1.956524
dtype: float64, 76345: const    -0.014258
vwretd    1.219525
dtype: float64, 76346: const    -0.001721
vwretd    8.159487
dtype: float64, 76347: const    -0.018269
vwretd    0.016410
dtype: float64, 76348: const    -0.029800
vwretd    0.550066
dtype: float64, 76349: const    -0.139372
vwretd    0.623908
dtype: float64, 76351: const     0.064780
vwretd   -2.982677
dtype: float64, 76353: const    -0.027540
vwretd    1.098088
dtype: float64, 76354: const     0.020140
vwretd    0.729451
dtype: float64, 76355: const    -0.021982
vwretd    0.477861
dtype: float64, 76356: const    -0.022953
vwretd    1.933725
dtype: float64, 76357: const     0.204194
vwretd   -4.161187
dtype: float64, 76359: const    -0.002038
vwretd    0.981338
dtype: float64, 76360: const     0.001665
vwretd    1.118959
dtype: float64, 76361: const     0.034746
vwretd    0.392726
dtype: float64, 76362: const    -0.015963
vwretd    1.209577
dtype: float64, 76363: const     0.031181
vwretd    0.362231
dtype: float64, 76364: const    -0.194757
vwretd   -0.597175
dtype: float64, 76365: const    -0.070868
vwretd   -0.792150
dtype: float64, 76366: const     0.005301
vwretd    0.700894
dtype: float64, 76367: const     0.005004
vwretd    1.487344
dtype: float64, 76368: const     0.046497
vwretd   -0.946442
dtype: float64, 76369: const    -0.006992
vwretd    1.426058
dtype: float64, 76370: const     0.028457
vwretd   -0.147192
dtype: float64, 76371: const     0.014445
vwretd    1.446717
dtype: float64, 76372: const     0.015377
vwretd    0.615174
dtype: float64, 76373: const    -0.043405
vwretd    1.888637
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vwretd    1.969850
dtype: float64, 76375: const    -0.110181
vwretd    0.531811
dtype: float64, 76376: const     0.047340
vwretd    0.211969
dtype: float64, 76377: const     0.038155
vwretd    0.099333
dtype: float64, 76378: const     0.027962
vwretd    0.114129
dtype: float64, 76379: const    -0.062395
vwretd   -0.384155
dtype: float64, 76380: const     0.029559
vwretd    0.306978
dtype: float64, 76381: const     0.018321
vwretd    0.822007
dtype: float64, 76382: const     0.005659
vwretd    0.212193
dtype: float64, 76383: const     0.013986
vwretd    1.560082
dtype: float64, 76384: const    -0.009674
vwretd    0.984460
dtype: float64, 76385: const     0.003732
vwretd    0.794241
dtype: float64, 76386: const    -0.037389
vwretd    1.786639
dtype: float64, 76387: const    -0.035009
vwretd    1.721417
dtype: float64, 76389: const    -0.393927
vwretd    4.317071
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vwretd   -0.207792
dtype: float64, 76391: const     0.019414
vwretd    1.185877
dtype: float64, 76392: const     0.012518
vwretd    0.808878
dtype: float64, 76393: const    -0.038518
vwretd    3.827709
dtype: float64, 76394: const    -0.031243
vwretd    2.518940
dtype: float64, 76395: const     0.034944
vwretd   -2.246427
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vwretd   -5.703429
dtype: float64, 76397: const     0.023576
vwretd    0.420564
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vwretd    0.572953
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vwretd    1.252504
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vwretd    1.116680
dtype: float64, 76401: const    -0.020227
vwretd    1.275666
dtype: float64, 76402: const     0.021326
vwretd   -0.351198
dtype: float64, 76403: const     0.030890
vwretd    0.361376
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vwretd    0.820852
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vwretd    0.241339
dtype: float64, 76406: const    -0.077687
vwretd    1.340004
dtype: float64, 76407: const    -0.006172
vwretd    0.675563
dtype: float64, 76408: const    -0.005778
vwretd    0.647385
dtype: float64, 76409: const    -0.004865
vwretd    1.548260
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vwretd   -0.682362
dtype: float64, 76412: const     0.016121
vwretd   -1.056617
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vwretd   -3.009025
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vwretd   -5.796921
dtype: float64, 76415: const     0.013787
vwretd    0.852290
dtype: float64, 76416: const     0.000656
vwretd    0.243453
dtype: float64, 76417: const     0.005684
vwretd    0.342570
dtype: float64, 76418: const    -0.183428
vwretd    3.028350
dtype: float64, 76419: const     0.018621
vwretd    0.130690
dtype: float64, 76420: const     0.030632
vwretd   -1.073936
dtype: float64, 76421: const     0.016315
vwretd   -0.179383
dtype: float64, 76422: const    -0.002239
vwretd    1.028329
dtype: float64, 76423: const    -0.012747
vwretd    0.943108
dtype: float64, 76424: const     0.021672
vwretd    0.413137
dtype: float64, 76425: const     0.027334
vwretd    0.715883
dtype: float64, 76426: const    -0.208725
vwretd    3.376033
dtype: float64, 76427: const     0.022405
vwretd   -0.190462
dtype: float64, 76428: const     0.006487
vwretd    0.543223
dtype: float64, 76429: const     0.051802
vwretd   -1.280916
dtype: float64, 76430: const    -0.032527
vwretd    1.395686
dtype: float64, 76431: const     0.003154
vwretd    1.833051
dtype: float64, 76432: const    -0.012246
vwretd   -0.022977
dtype: float64, 76433: const     0.166792
vwretd   -0.567603
dtype: float64, 76434: const    -0.006067
vwretd    5.099295
dtype: float64, 76435: const     0.005046
vwretd    0.409405
dtype: float64, 76436: const    -0.031749
vwretd    0.031087
dtype: float64, 76437: const    -0.006626
vwretd   -1.065750
dtype: float64, 76438: const     0.001932
vwretd    0.175795
dtype: float64, 76439: const     0.038253
vwretd    2.508479
dtype: float64, 76440: const     0.020271
vwretd   -1.911006
dtype: float64, 76441: const    -0.009775
vwretd    0.797772
dtype: float64, 76442: const    -0.025841
vwretd    1.830626
dtype: float64, 76443: const     0.014871
vwretd    0.273519
dtype: float64, 76445: const     0.012993
vwretd    0.187255
dtype: float64, 76446: const    -0.060158
vwretd   -1.411796
dtype: float64, 76447: const     0.007443
vwretd    0.642994
dtype: float64, 76448: const     0.011529
vwretd    2.040964
dtype: float64, 76449: const     0.153749
vwretd    2.798590
dtype: float64, 76450: const    -0.009625
vwretd    2.494718
dtype: float64, 76452: const    -0.037151
vwretd    1.672958
dtype: float64, 76453: const     0.041100
vwretd    1.618687
dtype: float64, 76454: const     0.011475
vwretd    0.069462
dtype: float64, 76455: const     0.085603
vwretd   -1.665559
dtype: float64, 76456: const     0.010002
vwretd    2.218895
dtype: float64, 76457: const     0.021745
vwretd    1.578304
dtype: float64, 76458: const    -0.000442
vwretd    1.715538
dtype: float64, 76459: const    -0.010412
vwretd    1.333197
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vwretd   -0.429858
dtype: float64, 76461: const     0.013595
vwretd    0.543897
dtype: float64, 76462: const    -0.013338
vwretd    1.887010
dtype: float64, 76463: const    -0.023550
vwretd    0.443787
dtype: float64, 76465: const    -0.002940
vwretd    2.871945
dtype: float64, 76471: const    -0.006341
vwretd    0.756751
dtype: float64, 76472: const     0.054146
vwretd   -1.403197
dtype: float64, 76473: const    -0.005009
vwretd    0.783521
dtype: float64, 76474: const    -0.000626
vwretd    0.304021
dtype: float64, 76475: const    -0.012863
vwretd    1.361480
dtype: float64, 76476: const    -0.014963
vwretd    1.709269
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vwretd    0.316821
dtype: float64, 76478: const     0.006325
vwretd    0.895743
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vwretd    0.547287
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vwretd    0.191600
dtype: float64, 76481: const    -0.036535
vwretd    1.220948
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vwretd    1.018294
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vwretd    0.097042
dtype: float64, 76484: const    -0.054258
vwretd    0.669851
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vwretd   -0.234582
dtype: float64, 76486: const     0.044502
vwretd   -2.642494
dtype: float64, 76487: const    -0.063232
vwretd    0.461065
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vwretd   -0.638433
dtype: float64, 76489: const     0.010414
vwretd    0.885848
dtype: float64, 76490: const    -0.069017
vwretd    0.623153
dtype: float64, 76491: const    -0.128672
vwretd    4.151829
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vwretd   -0.120052
dtype: float64, 76493: const    -0.010322
vwretd    1.464984
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vwretd    0.093850
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vwretd   -0.186720
dtype: float64, 76496: const     0.005331
vwretd    0.083612
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vwretd    0.577829
dtype: float64, 76498: const    -0.045156
vwretd    1.119917
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vwretd    0.831651
dtype: float64, 76500: const    -0.002626
vwretd   -0.077814
dtype: float64, 76501: const     0.017497
vwretd    0.364512
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vwretd    0.919021
dtype: float64, 76503: const     0.065795
vwretd   -0.275359
dtype: float64, 76504: const     0.004510
vwretd    0.905443
dtype: float64, 76505: const     0.004988
vwretd    0.610353
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vwretd    1.429442
dtype: float64, 76507: const    -0.001658
vwretd    2.264650
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vwretd    1.295736
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vwretd    0.021442
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vwretd    0.249162
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vwretd    1.061171
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vwretd    0.609443
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vwretd    0.842874
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vwretd    1.187711
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vwretd    1.025713
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vwretd    6.036805
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vwretd    0.396039
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vwretd    0.063433
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vwretd    0.379906
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vwretd   -1.126006
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vwretd   -0.028722
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vwretd    0.117471
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vwretd   -0.81905
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vwretd    0.457115
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vwretd   -0.721244
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vwretd   -0.243007
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vwretd    0.654484
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vwretd    0.883810
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vwretd   -1.042297
dtype: float64, 76532: const    -0.008311
vwretd    1.249184
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vwretd   -0.870416
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vwretd    1.438553
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vwretd    1.833199
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vwretd    1.682096
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vwretd   -0.980104
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vwretd    2.097320
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vwretd    1.668231
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vwretd    0.962788
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vwretd    0.794121
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vwretd    0.657468
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vwretd    1.388058
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vwretd    0.658910
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vwretd    1.118555
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vwretd    1.091627
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vwretd   -0.007886
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vwretd    0.340651
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vwretd   -0.152827
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vwretd    0.826453
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vwretd   -1.078168
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vwretd    0.385577
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vwretd    0.677605
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vwretd    1.438961
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vwretd    0.424967
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vwretd    0.345965
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vwretd    0.169360
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vwretd    2.416444
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vwretd    1.191568
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vwretd    3.123752
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vwretd    1.266228
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vwretd    1.296344
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vwretd    1.095771
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vwretd    0.999191
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vwretd    0.085088
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vwretd    0.109380
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vwretd    0.064213
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vwretd    0.119280
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vwretd    1.054992
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vwretd    0.607099
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vwretd    4.003566
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vwretd    3.084343
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vwretd    0.321410
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vwretd    1.291353
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vwretd    1.898889
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vwretd   -0.272308
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vwretd    0.368871
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vwretd    0.733083
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vwretd    1.761093
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vwretd    2.311688
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vwretd    0.826218
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vwretd    0.989708
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vwretd    1.106994
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vwretd    0.973719
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vwretd    0.728367
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vwretd    1.313540
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vwretd    0.789465
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vwretd    0.561638
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vwretd    1.042656
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vwretd    0.073883
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vwretd    0.068740
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vwretd    1.223949
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vwretd    0.518956
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vwretd    1.644894
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vwretd   -0.075108
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vwretd    0.254761
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vwretd    0.073892
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vwretd    0.440203
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vwretd    0.322058
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vwretd    1.386685
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vwretd    0.605508
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vwretd    0.094323
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vwretd   -0.385405
dtype: float64, 76608: const     0.000996
vwretd    1.304107
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vwretd    0.881907
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vwretd    0.774595
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vwretd    0.415344
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vwretd    0.899338
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vwretd    2.527188
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vwretd    1.381793
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vwretd    1.677514
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vwretd    0.978705
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vwretd    1.378915
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vwretd    1.414892
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vwretd    0.947858
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vwretd    1.079586
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vwretd    1.057867
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vwretd    0.472366
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vwretd    0.051340
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vwretd    2.570825
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vwretd    1.201542
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vwretd    1.442598
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vwretd    2.169747
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vwretd    1.917414
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vwretd    1.895069
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vwretd    0.418015
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vwretd   -0.155920
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vwretd   -0.266730
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vwretd    0.418015
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vwretd    1.090658
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vwretd    1.108542
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vwretd    1.627013
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vwretd    1.785844
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vwretd    0.695051
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vwretd    0.566086
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vwretd    0.063364
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vwretd    0.072670
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vwretd    2.042600
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vwretd    1.030396
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vwretd    2.244796
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vwretd    0.295975
dtype: float64, 76649: const    -0.004381
vwretd    0.438567
dtype: float64, 76651: const    -0.038203
vwretd    1.452345
dtype: float64, 76652: const    -0.009888
vwretd    1.351809
dtype: float64, 76653: const     0.007070
vwretd    0.598751
dtype: float64, 76654: const     0.005328
vwretd    3.167230
dtype: float64, 76655: const     0.005602
vwretd    0.586151
dtype: float64, 76656: const     0.013262
vwretd    1.469050
dtype: float64, 76657: const    -0.011276
vwretd    0.455166
dtype: float64, 76658: const    -0.056897
vwretd    0.098356
dtype: float64, 76659: const     0.140171
vwretd   -2.343135
dtype: float64, 76660: const     0.008045
vwretd    1.477548
dtype: float64, 76661: const     0.006806
vwretd    1.259394
dtype: float64, 76662: const    -0.01775
vwretd    1.40311
dtype: float64, 76663: const    -0.044860
vwretd    1.114121
dtype: float64, 76664: const     0.013216
vwretd    0.795279
dtype: float64, 76665: const     0.004700
vwretd    1.516594
dtype: float64, 76666: const     0.005085
vwretd    1.538033
dtype: float64, 76667: const    -0.012161
vwretd    1.375084
dtype: float64, 76668: const    -0.017026
vwretd    0.560305
dtype: float64, 76669: const     0.010356
vwretd    1.064727
dtype: float64, 76670: const     0.003329
vwretd    0.143916
dtype: float64, 76671: const     0.007470
vwretd    1.357265
dtype: float64, 76672: const    -0.003705
vwretd    1.406834
dtype: float64, 76673: const     0.004308
vwretd    2.092966
dtype: float64, 76674: const     0.004153
vwretd    0.778488
dtype: float64, 76675: const     0.005771
vwretd    0.039674
dtype: float64, 76676: const    -0.001761
vwretd    0.465141
dtype: float64, 76677: const    -0.017263
vwretd    1.382193
dtype: float64, 76678: const    -0.057851
vwretd    1.190870
dtype: float64, 76679: const     0.064715
vwretd   -4.143824
dtype: float64, 76680: const    -0.009756
vwretd   -3.088986
dtype: float64, 76681: const     0.002240
vwretd    0.772314
dtype: float64, 76683: const    -0.009436
vwretd    2.801080
dtype: float64, 76684: const     0.004963
vwretd    0.720401
dtype: float64, 76685: const     0.013772
vwretd   -0.324160
dtype: float64, 76686: const    -0.000281
vwretd    1.229274
dtype: float64, 76687: const     0.003174
vwretd    0.273637
dtype: float64, 76688: const    -0.046950
vwretd    0.554401
dtype: float64, 76689: const    -0.104288
vwretd    2.515729
dtype: float64, 76690: const    -0.011194
vwretd   -0.299435
dtype: float64, 76691: const    -0.015459
vwretd    0.942202
dtype: float64, 76692: const    -0.010233
vwretd    0.662272
dtype: float64, 76693: const     0.002338
vwretd    1.622881
dtype: float64, 76694: const     0.034521
vwretd    0.864877
dtype: float64, 76695: const     0.011597
vwretd    0.673899
dtype: float64, 76696: const     0.004208
vwretd    0.921077
dtype: float64, 76697: const     0.007289
vwretd    0.876919
dtype: float64, 76698: const    -0.046412
vwretd    3.322284
dtype: float64, 76699: const     0.017361
vwretd    0.447365
dtype: float64, 76700: const    -0.030922
vwretd    1.333494
dtype: float64, 76701: const    -0.007571
vwretd    0.918851
dtype: float64, 76702: const     0.005511
vwretd    1.033907
dtype: float64, 76703: const    -0.030478
vwretd    1.167651
dtype: float64, 76704: const    -0.003977
vwretd    2.405800
dtype: float64, 76705: const    -0.026038
vwretd    1.122758
dtype: float64, 76706: const     0.018724
vwretd    2.572230
dtype: float64, 76707: const    -0.047561
vwretd    1.493525
dtype: float64, 76708: const     0.008269
vwretd    0.814178
dtype: float64, 76709: const     0.013824
vwretd    0.908256
dtype: float64, 76710: const     0.005937
vwretd    1.197467
dtype: float64, 76711: const    -0.002700
vwretd    1.173699
dtype: float64, 76712: const     0.002568
vwretd    1.467919
dtype: float64, 76713: const    -0.015572
vwretd    0.649146
dtype: float64, 76714: const     0.014616
vwretd    0.551912
dtype: float64, 76715: const    -0.023195
vwretd    0.179993
dtype: float64, 76716: const     0.017456
vwretd    1.881583
dtype: float64, 76717: const     0.007811
vwretd    0.592955
dtype: float64, 76718: const    -0.016053
vwretd    1.174631
dtype: float64, 76720: const    -0.009911
vwretd    0.978486
dtype: float64, 76721: const     0.010967
vwretd    0.646711
dtype: float64, 76722: const     0.010996
vwretd    0.536833
dtype: float64, 76723: const    -0.009550
vwretd    1.526842
dtype: float64, 76724: const     0.038515
vwretd    0.426684
dtype: float64, 76725: const    -0.098961
vwretd   -1.595053
dtype: float64, 76727: const    -0.003731
vwretd    1.282839
dtype: float64, 76728: const     0.028221
vwretd    0.658190
dtype: float64, 76729: const     0.030239
vwretd    1.254595
dtype: float64, 76730: const     0.014566
vwretd    1.345762
dtype: float64, 76731: const     0.052243
vwretd   -0.012243
dtype: float64, 76732: const     0.005045
vwretd    1.381374
dtype: float64, 76733: const     0.014013
vwretd    0.408803
dtype: float64, 76734: const     0.009068
vwretd    1.092973
dtype: float64, 76735: const     0.032351
vwretd    0.543388
dtype: float64, 76736: const     0.009283
vwretd    1.424352
dtype: float64, 76737: const    -0.01148
vwretd    0.48777
dtype: float64, 76738: const    -0.036938
vwretd    0.780644
dtype: float64, 76739: const    -0.031131
vwretd    1.200770
dtype: float64, 76740: const    -0.005206
vwretd    1.698056
dtype: float64, 76741: const    -0.047529
vwretd    0.905830
dtype: float64, 76742: const     0.014923
vwretd   -0.010810
dtype: float64, 76743: const    -0.011250
vwretd    0.998074
dtype: float64, 76744: const     0.012619
vwretd    1.061435
dtype: float64, 76745: const     0.003544
vwretd    0.208219
dtype: float64, 76746: const    -0.009856
vwretd    1.375909
dtype: float64, 76747: const     0.009451
vwretd    0.582677
dtype: float64, 76748: const     0.016255
vwretd   -0.406390
dtype: float64, 76749: const     0.004194
vwretd    1.318484
dtype: float64, 76750: const     0.006567
vwretd    0.570647
dtype: float64, 76751: const    -0.033970
vwretd    0.693489
dtype: float64, 76752: const     0.002968
vwretd    1.095195
dtype: float64, 76753: const    -0.012799
vwretd    3.590263
dtype: float64, 76754: const     0.007136
vwretd    1.766115
dtype: float64, 76755: const     0.010563
vwretd    1.103695
dtype: float64, 76756: const     0.013351
vwretd    0.631737
dtype: float64, 76757: const     0.001485
vwretd    1.440727
dtype: float64, 76758: const    -0.025970
vwretd    1.281373
dtype: float64, 76759: const    -0.017409
vwretd    0.722841
dtype: float64, 76760: const     0.004167
vwretd    0.892468
dtype: float64, 76761: const    -0.001622
vwretd    0.373359
dtype: float64, 76762: const    -0.005536
vwretd    0.475494
dtype: float64, 76763: const     0.007657
vwretd    1.151452
dtype: float64, 76764: const     0.002081
vwretd    0.774712
dtype: float64, 76765: const     0.005770
vwretd    0.511289
dtype: float64, 76766: const     0.029061
vwretd    1.242054
dtype: float64, 76767: const     0.016698
vwretd    0.097497
dtype: float64, 76768: const    -0.003833
vwretd    0.964080
dtype: float64, 76769: const     0.011137
vwretd    1.468597
dtype: float64, 76770: const     0.019570
vwretd    0.376919
dtype: float64, 76771: const    -0.013979
vwretd    1.226030
dtype: float64, 76772: const     0.003096
vwretd    1.128719
dtype: float64, 76773: const    -0.042439
vwretd    3.023500
dtype: float64, 76774: const     0.002587
vwretd    0.558780
dtype: float64, 76775: const     0.011547
vwretd    0.958779
dtype: float64, 76776: const     0.015134
vwretd    0.625913
dtype: float64, 76777: const     0.018900
vwretd    1.821537
dtype: float64, 76778: const    -0.042858
vwretd    1.590796
dtype: float64, 76779: const     0.026314
vwretd    0.952662
dtype: float64, 76780: const    -0.004508
vwretd    1.290630
dtype: float64, 76781: const     0.011609
vwretd    0.620024
dtype: float64, 76782: const    -0.019089
vwretd    1.257474
dtype: float64, 76783: const     0.010838
vwretd    1.105338
dtype: float64, 76784: const     0.028942
vwretd    1.502973
dtype: float64, 76785: const    -0.008426
vwretd    0.391597
dtype: float64, 76787: const    -0.021127
vwretd    1.503266
dtype: float64, 76788: const     0.008641
vwretd    1.272195
dtype: float64, 76789: const     0.010653
vwretd    0.553661
dtype: float64, 76790: const    -0.048340
vwretd    1.348291
dtype: float64, 76791: const     0.029373
vwretd    1.334243
dtype: float64, 76792: const     0.009867
vwretd    0.798850
dtype: float64, 76793: const     0.013979
vwretd    0.419163
dtype: float64, 76794: const     0.063000
vwretd    1.397485
dtype: float64, 76795: const     0.006432
vwretd    1.229347
dtype: float64, 76796: const    -0.004938
vwretd    0.711259
dtype: float64, 76797: const     0.002751
vwretd    1.101536
dtype: float64, 76798: const     0.003903
vwretd    0.923491
dtype: float64, 76799: const    -0.012677
vwretd    1.626461
dtype: float64, 76801: const    -0.020932
vwretd    1.293958
dtype: float64, 76802: const    -0.016895
vwretd    1.485934
dtype: float64, 76803: const    -0.032368
vwretd    0.571179
dtype: float64, 76804: const    -0.001799
vwretd    1.783152
dtype: float64, 76805: const     0.018387
vwretd    0.462072
dtype: float64, 76806: const     0.002169
vwretd    0.431700
dtype: float64, 76807: const     0.003495
vwretd    1.062485
dtype: float64, 76808: const     0.008935
vwretd    1.753129
dtype: float64, 76809: const    -0.015396
vwretd    0.822315
dtype: float64, 76815: const     0.015046
vwretd    0.430869
dtype: float64, 76816: const     0.005091
vwretd    0.072649
dtype: float64, 76818: const     0.005647
vwretd    0.037970
dtype: float64, 76819: const     0.004635
vwretd    0.181956
dtype: float64, 76820: const     0.004531
vwretd    0.079520
dtype: float64, 76821: const     0.018128
vwretd    0.220661
dtype: float64, 76822: const     0.016481
vwretd    0.218434
dtype: float64, 76823: const     0.018757
vwretd    0.308396
dtype: float64, 76824: const     0.013366
vwretd    0.222113
dtype: float64, 76825: const     0.010875
vwretd    0.305771
dtype: float64, 76826: const     0.017376
vwretd    0.092099
dtype: float64, 76827: const     0.017831
vwretd    0.329077
dtype: float64, 76828: const    -0.158989
vwretd    5.026988
dtype: float64, 76829: const     0.008419
vwretd    2.404128
dtype: float64, 76830: const     0.016124
vwretd    0.240636
dtype: float64, 76831: const     0.021964
vwretd    1.366954
dtype: float64, 76832: const    -0.001956
vwretd    0.470409
dtype: float64, 76833: const     0.021146
vwretd   -0.000540
dtype: float64, 76834: const     0.017581
vwretd    0.365194
dtype: float64, 76835: const     0.043345
vwretd    3.234235
dtype: float64, 76836: const    -0.011196
vwretd    0.962520
dtype: float64, 76837: const     0.006433
vwretd    0.477626
dtype: float64, 76838: const     0.005009
vwretd    0.523932
dtype: float64, 76839: const     0.016100
vwretd    0.623731
dtype: float64, 76840: const    -0.009362
vwretd    0.417629
dtype: float64, 76841: const     0.015767
vwretd    1.069469
dtype: float64, 76842: const    -0.018404
vwretd    1.495136
dtype: float64, 76843: const     0.006747
vwretd    0.383642
dtype: float64, 76844: const    -0.020953
vwretd    0.785223
dtype: float64, 76845: const     0.014464
vwretd    1.220115
dtype: float64, 76846: const    -0.003544
vwretd    1.333306
dtype: float64, 76847: const    -0.000262
vwretd    1.481021
dtype: float64, 76848: const    -0.048347
vwretd    2.321920
dtype: float64, 76849: const    -0.006487
vwretd    1.575547
dtype: float64, 76850: const    -0.043714
vwretd    0.435717
dtype: float64, 76851: const     0.015853
vwretd    0.550490
dtype: float64, 76852: const    -0.036845
vwretd    1.461194
dtype: float64, 76854: const     0.053757
vwretd    1.462260
dtype: float64, 76855: const    -0.036767
vwretd    0.148991
dtype: float64, 76856: const     0.011580
vwretd    0.673288
dtype: float64, 76857: const    -0.031480
vwretd    0.384484
dtype: float64, 76858: const     0.014515
vwretd    0.986332
dtype: float64, 76859: const    -0.00660
vwretd    0.25816
dtype: float64, 76860: const     0.012451
vwretd    0.980214
dtype: float64, 76861: const    -0.022236
vwretd   -2.225563
dtype: float64, 76862: const     0.018363
vwretd   -2.460796
dtype: float64, 76863: const     0.004045
vwretd    0.882170
dtype: float64, 76864: const    -0.083326
vwretd    0.766370
dtype: float64, 76865: const     0.006122
vwretd    1.305701
dtype: float64, 76866: const    -0.002937
vwretd    5.063575
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vwretd   -0.514507
dtype: float64, 76868: const     0.017980
vwretd    0.881432
dtype: float64, 76869: const    -0.010499
vwretd    0.806636
dtype: float64, 76870: const    -0.019881
vwretd   -0.118425
dtype: float64, 76871: const    -0.028285
vwretd    1.563303
dtype: float64, 76872: const     0.007206
vwretd   -1.045815
dtype: float64, 76873: const     0.011030
vwretd    1.450264
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vwretd    0.734791
dtype: float64, 76875: const     0.011116
vwretd    0.517856
dtype: float64, 76876: const    -0.027343
vwretd    0.289907
dtype: float64, 76877: const     0.018234
vwretd    0.037453
dtype: float64, 76878: const     0.053178
vwretd   -5.513512
dtype: float64, 76879: const     0.004788
vwretd    1.804476
dtype: float64, 76880: const    -0.010667
vwretd    1.759187
dtype: float64, 76881: const    -0.117928
vwretd    0.327964
dtype: float64, 76882: const    -0.033841
vwretd    1.915051
dtype: float64, 76883: const    -0.003359
vwretd    1.031083
dtype: float64, 76884: const     0.052643
vwretd   -0.922506
dtype: float64, 76885: const     0.019599
vwretd    0.264820
dtype: float64, 76886: const    -0.015048
vwretd    7.494927
dtype: float64, 76887: const     0.003779
vwretd    1.068235
dtype: float64, 76888: const    -0.008538
vwretd    1.806556
dtype: float64, 76889: const     0.009250
vwretd    1.129925
dtype: float64, 76890: const     0.019503
vwretd    0.911531
dtype: float64, 76891: const    -0.049736
vwretd    0.949095
dtype: float64, 76892: const     0.005697
vwretd    0.832953
dtype: float64, 76893: const    -0.034703
vwretd    1.575960
dtype: float64, 76894: const    -0.007330
vwretd    0.656504
dtype: float64, 76895: const    -0.069828
vwretd    1.249672
dtype: float64, 76896: const    -0.046859
vwretd   -0.039657
dtype: float64, 76897: const     0.015221
vwretd    0.931354
dtype: float64, 76898: const    -0.049566
vwretd   -2.247030
dtype: float64, 76899: const     0.047846
vwretd    0.582522
dtype: float64, 76900: const     0.012525
vwretd    0.836543
dtype: float64, 76901: const    -0.057164
vwretd    1.231692
dtype: float64, 76902: const    -0.020896
vwretd    0.564201
dtype: float64, 76903: const    -0.025403
vwretd    0.564525
dtype: float64, 76904: const     0.009444
vwretd    1.142411
dtype: float64, 76905: const     0.013776
vwretd   -0.403941
dtype: float64, 76906: const    -0.018957
vwretd    0.224193
dtype: float64, 76907: const     0.006854
vwretd    1.544848
dtype: float64, 76908: const     0.004661
vwretd    1.632205
dtype: float64, 76909: const    -0.016951
vwretd    1.469312
dtype: float64, 76910: const    -0.014726
vwretd    2.028818
dtype: float64, 76911: const    -0.016137
vwretd    0.260106
dtype: float64, 76912: const    -0.022867
vwretd    1.144170
dtype: float64, 76913: const     0.038514
vwretd    0.746943
dtype: float64, 76914: const    -0.032474
vwretd    0.095337
dtype: float64, 76915: const    -0.040209
vwretd    0.477184
dtype: float64, 76916: const    -0.010976
vwretd    1.897442
dtype: float64, 76917: const    -0.025661
vwretd    4.358596
dtype: float64, 76919: const     0.010539
vwretd    3.853767
dtype: float64, 76920: const    -0.021452
vwretd    0.203072
dtype: float64, 76921: const     0.026433
vwretd   -2.457424
dtype: float64, 76922: const    -0.033192
vwretd   -3.002594
dtype: float64, 76923: const    -0.017851
vwretd   -0.587314
dtype: float64, 76924: const     0.038952
vwretd   -0.080783
dtype: float64, 76925: const    -0.071240
vwretd   -2.507126
dtype: float64, 76926: const    -0.196735
vwretd    1.933028
dtype: float64, 76927: const     0.008192
vwretd    0.736583
dtype: float64, 76928: const    -0.036649
vwretd   -0.020768
dtype: float64, 76930: const     0.004560
vwretd    0.936427
dtype: float64, 76931: const     0.024955
vwretd    1.421792
dtype: float64, 76932: const     0.007661
vwretd    0.525763
dtype: float64, 76933: const     0.186643
vwretd   -2.044735
dtype: float64, 76934: const     0.010870
vwretd    1.619901
dtype: float64, 76935: const    -0.033306
vwretd   -2.848694
dtype: float64, 76936: const    -0.038114
vwretd    1.372168
dtype: float64, 76937: const     0.012356
vwretd    0.513494
dtype: float64, 76938: const     0.008692
vwretd    1.146880
dtype: float64, 76939: const    -0.050428
vwretd    1.479106
dtype: float64, 76940: const     0.003566
vwretd    1.299217
dtype: float64, 76941: const     0.066276
vwretd    0.453960
dtype: float64, 76942: const    -0.063114
vwretd   -0.764885
dtype: float64, 76943: const     0.012357
vwretd    0.842398
dtype: float64, 76944: const     0.000137
vwretd   -1.789574
dtype: float64, 76945: const     0.017657
vwretd    0.762019
dtype: float64, 76946: const     0.011918
vwretd    1.030836
dtype: float64, 76947: const    -0.011217
vwretd    0.993628
dtype: float64, 76948: const     0.008256
vwretd    1.448864
dtype: float64, 76949: const    -0.102114
vwretd   -1.087842
dtype: float64, 76950: const    -0.120477
vwretd    0.950921
dtype: float64, 76951: const     0.026193
vwretd    0.350019
dtype: float64, 76952: const     0.018243
vwretd   -1.451551
dtype: float64, 76953: const     0.007052
vwretd   -8.451787
dtype: float64, 76954: const    -0.039456
vwretd   -0.696064
dtype: float64, 76955: const    -0.045198
vwretd    1.542971
dtype: float64, 76957: const    -0.057557
vwretd   -0.416560
dtype: float64, 76958: const     0.009346
vwretd    1.864981
dtype: float64, 76959: const     0.012489
vwretd    0.531410
dtype: float64, 76960: const    -0.003817
vwretd    0.963122
dtype: float64, 76961: const     0.012253
vwretd    1.030076
dtype: float64, 76962: const     0.003823
vwretd    0.656025
dtype: float64, 76963: const     0.016433
vwretd    2.226818
dtype: float64, 76964: const    -0.019956
vwretd   -0.085079
dtype: float64, 76965: const     0.068294
vwretd   -1.183278
dtype: float64, 76966: const    -0.011550
vwretd    0.747374
dtype: float64, 76967: const    -0.028741
vwretd    2.003578
dtype: float64, 76968: const    -0.057850
vwretd    2.861896
dtype: float64, 76969: const    -0.006039
vwretd    0.648228
dtype: float64, 76970: const     0.005763
vwretd    0.773226
dtype: float64, 76971: const    -0.070246
vwretd    1.037138
dtype: float64, 76972: const    -0.038036
vwretd    1.183995
dtype: float64, 76973: const     0.046943
vwretd   -1.082602
dtype: float64, 76974: const     0.046514
vwretd    0.603183
dtype: float64, 76975: const    -0.000633
vwretd    1.543397
dtype: float64, 76976: const    -0.006103
vwretd    2.301758
dtype: float64, 76977: const    -0.038754
vwretd    2.821965
dtype: float64, 76978: const     0.005223
vwretd    2.075964
dtype: float64, 76979: const     0.004449
vwretd    2.770178
dtype: float64, 76980: const     0.007579
vwretd    0.649814
dtype: float64, 76981: const    -0.027457
vwretd    2.038648
dtype: float64, 76982: const     0.044196
vwretd    0.166724
dtype: float64, 76983: const    -0.116503
vwretd    1.672315
dtype: float64, 76984: const    -0.113178
vwretd    0.858495
dtype: float64, 76985: const     0.013484
vwretd   -0.365151
dtype: float64, 76986: const    -0.046393
vwretd    1.378337
dtype: float64, 76987: const    -0.107742
vwretd    2.309944
dtype: float64, 76988: const    -0.010300
vwretd    0.385341
dtype: float64, 76989: const     0.012575
vwretd    0.643651
dtype: float64, 76990: const     0.020650
vwretd    1.008749
dtype: float64, 76991: const     0.007030
vwretd    1.469686
dtype: float64, 76992: const    -0.036353
vwretd    0.829756
dtype: float64, 76993: const    -0.019202
vwretd    0.451684
dtype: float64, 76994: const    -0.032637
vwretd    1.569774
dtype: float64, 76995: const    -0.024414
vwretd    0.505828
dtype: float64, 76996: const     0.01272
vwretd   -0.99716
dtype: float64, 76998: const    -0.038858
vwretd    1.500564
dtype: float64, 76999: const    -0.008966
vwretd    1.625329
dtype: float64, 77000: const    -0.000078
vwretd    0.170287
dtype: float64, 77001: const    -0.044839
vwretd    0.594531
dtype: float64, 77002: const     0.029313
vwretd   -0.241099
dtype: float64, 77003: const     0.105218
vwretd   -0.459423
dtype: float64, 77004: const     0.023457
vwretd    0.628020
dtype: float64, 77005: const     -0.20621
vwretd   -10.82577
dtype: float64, 77006: const     0.019647
vwretd    0.996112
dtype: float64, 77007: const     0.000892
vwretd    2.245029
dtype: float64, 77008: const     0.024578
vwretd    0.008535
dtype: float64, 77009: const     0.025955
vwretd    0.742659
dtype: float64, 77010: const     0.008000
vwretd    1.203314
dtype: float64, 77011: const     0.001851
vwretd    1.704505
dtype: float64, 77012: const     0.009403
vwretd    0.470144
dtype: float64, 77013: const     0.116521
vwretd   -5.057615
dtype: float64, 77015: const     0.013907
vwretd    0.565345
dtype: float64, 77016: const     0.041229
vwretd    0.111685
dtype: float64, 77017: const    -0.026018
vwretd    0.413612
dtype: float64, 77018: const     0.007240
vwretd    0.703511
dtype: float64, 77019: const     0.038552
vwretd    0.388573
dtype: float64, 77020: const    -0.019709
vwretd    0.867964
dtype: float64, 77021: const     0.014000
vwretd    0.598163
dtype: float64, 77022: const     0.011666
vwretd    0.531496
dtype: float64, 77023: const    -0.022998
vwretd    1.892690
dtype: float64, 77024: const     0.020235
vwretd    0.542057
dtype: float64, 77025: const     0.009565
vwretd    1.175148
dtype: float64, 77026: const     0.008571
vwretd    0.972020
dtype: float64, 77027: const     0.002156
vwretd    0.814030
dtype: float64, 77028: const    -0.015404
vwretd    1.683877
dtype: float64, 77029: const     0.009851
vwretd    0.158447
dtype: float64, 77030: const     0.003327
vwretd    1.815290
dtype: float64, 77032: const     0.010759
vwretd    1.009586
dtype: float64, 77034: const    -0.068342
vwretd    2.766126
dtype: float64, 77035: const     0.001646
vwretd   -0.703524
dtype: float64, 77036: const     0.007384
vwretd    1.109288
dtype: float64, 77037: const     0.013418
vwretd    0.629825
dtype: float64, 77038: const    -0.023694
vwretd    2.072724
dtype: float64, 77039: const    -0.01180
vwretd    3.29095
dtype: float64, 77040: const    -0.007621
vwretd    1.840273
dtype: float64, 77041: const     0.006606
vwretd    0.632381
dtype: float64, 77042: const    -0.002232
vwretd    1.890530
dtype: float64, 77043: const     0.002910
vwretd    1.274555
dtype: float64, 77044: const    -0.055725
vwretd    1.746780
dtype: float64, 77045: const     0.004330
vwretd    1.309502
dtype: float64, 77046: const    -0.022651
vwretd    1.795768
dtype: float64, 77047: const     0.006325
vwretd    0.584730
dtype: float64, 77048: const     0.022011
vwretd    0.638463
dtype: float64, 77049: const     0.013634
vwretd    3.707477
dtype: float64, 77052: const     0.014511
vwretd    0.823356
dtype: float64, 77053: const     0.005456
vwretd    0.599954
dtype: float64, 77055: const    -0.019814
vwretd    0.241034
dtype: float64, 77056: const     0.007181
vwretd    0.960802
dtype: float64, 77057: const     0.007603
vwretd    0.518283
dtype: float64, 77058: const    -0.006596
vwretd    0.434248
dtype: float64, 77059: const    -0.011525
vwretd    1.297689
dtype: float64, 77060: const    -0.057491
vwretd   -0.134845
dtype: float64, 77061: const     0.005971
vwretd    1.174807
dtype: float64, 77062: const     0.007975
vwretd    0.387374
dtype: float64, 77063: const     0.012629
vwretd    0.765021
dtype: float64, 77064: const    -0.023731
vwretd    1.712198
dtype: float64, 77065: const    -0.015981
vwretd    1.512689
dtype: float64, 77066: const    -0.001396
vwretd    1.316767
dtype: float64, 77067: const     0.005018
vwretd    0.082888
dtype: float64, 77068: const     0.050237
vwretd    1.187450
dtype: float64, 77069: const     0.004930
vwretd    0.064739
dtype: float64, 77070: const    -0.004185
vwretd    0.902295
dtype: float64, 77071: const     0.003533
vwretd    0.138217
dtype: float64, 77072: const    -0.000837
vwretd    0.538755
dtype: float64, 77073: const     0.004970
vwretd    0.056863
dtype: float64, 77074: const     0.016618
vwretd    0.490527
dtype: float64, 77075: const     0.013441
vwretd    0.501478
dtype: float64, 77076: const    -0.020346
vwretd    0.805136
dtype: float64, 77077: const     0.005952
vwretd    0.750788
dtype: float64, 77078: const     0.003653
vwretd    0.799267
dtype: float64, 77079: const    -0.062290
vwretd    2.780783
dtype: float64, 77080: const    -0.027579
vwretd    1.326630
dtype: float64, 77081: const     0.001471
vwretd    0.762694
dtype: float64, 77082: const    -0.006051
vwretd    1.743302
dtype: float64, 77083: const    -0.048102
vwretd    0.235202
dtype: float64, 77084: const     0.001918
vwretd    0.525948
dtype: float64, 77085: const     0.002583
vwretd    2.783681
dtype: float64, 77086: const    -0.027350
vwretd    1.129415
dtype: float64, 77087: const     0.016529
vwretd    0.934419
dtype: float64, 77088: const    -0.001413
vwretd    0.307780
dtype: float64, 77089: const    -0.007363
vwretd    2.961654
dtype: float64, 77090: const     0.009708
vwretd    0.639202
dtype: float64, 77091: const    -0.059707
vwretd    2.751289
dtype: float64, 77092: const    -0.029050
vwretd    2.206842
dtype: float64, 77094: const    -0.001076
vwretd    1.233283
dtype: float64, 77095: const    -0.005071
vwretd    1.027284
dtype: float64, 77096: const    -0.000626
vwretd    1.424465
dtype: float64, 77097: const     0.008581
vwretd    1.353650
dtype: float64, 77098: const    -0.012902
vwretd    0.658628
dtype: float64, 77099: const     0.007920
vwretd    0.781172
dtype: float64, 77100: const     0.044224
vwretd    1.541708
dtype: float64, 77101: const     0.039853
vwretd   -0.624344
dtype: float64, 77102: const    -0.026220
vwretd    0.279941
dtype: float64, 77103: const     0.033488
vwretd    1.249370
dtype: float64, 77104: const     0.016021
vwretd   -1.341635
dtype: float64, 77105: const     0.013435
vwretd    0.748089
dtype: float64, 77106: const     0.007472
vwretd    0.598152
dtype: float64, 77107: const    -0.042569
vwretd    0.610942
dtype: float64, 77108: const     0.011086
vwretd    0.524666
dtype: float64, 77109: const     0.002000
vwretd    1.599257
dtype: float64, 77110: const     0.014640
vwretd   -0.328227
dtype: float64, 77111: const     0.008224
vwretd    2.550130
dtype: float64, 77112: const     0.012885
vwretd    1.193827
dtype: float64, 77113: const    -0.061274
vwretd    4.234269
dtype: float64, 77114: const     0.008525
vwretd    1.026613
dtype: float64, 77116: const     0.006108
vwretd    0.054801
dtype: float64, 77117: const     0.002274
vwretd    1.649677
dtype: float64, 77118: const     0.011182
vwretd    1.209742
dtype: float64, 77119: const     0.001580
vwretd    1.255327
dtype: float64, 77120: const     0.002485
vwretd    0.759778
dtype: float64, 77121: const     0.028097
vwretd    0.716882
dtype: float64, 77122: const     0.002587
vwretd    1.591722
dtype: float64, 77123: const     0.006186
vwretd    1.237379
dtype: float64, 77124: const     0.002727
vwretd    0.170496
dtype: float64, 77125: const     0.005145
vwretd    0.083844
dtype: float64, 77126: const     0.005552
vwretd    0.065407
dtype: float64, 77128: const    -0.006174
vwretd    1.329979
dtype: float64, 77129: const     0.003223
vwretd    1.015462
dtype: float64, 77131: const     0.003607
vwretd    0.161974
dtype: float64, 77132: const     0.005103
vwretd    0.065523
dtype: float64, 77133: const     0.006836
vwretd    0.013822
dtype: float64, 77134: const     0.005610
vwretd    0.010818
dtype: float64, 77135: const     0.006368
vwretd   -0.000962
dtype: float64, 77136: const     0.005226
vwretd    0.097732
dtype: float64, 77140: const    -0.006131
vwretd    0.938067
dtype: float64, 77142: const    -0.013148
vwretd    1.682027
dtype: float64, 77143: const    -0.008188
vwretd    0.394303
dtype: float64, 77144: const    -0.035331
vwretd    1.419706
dtype: float64, 77145: const     0.005070
vwretd    0.027619
dtype: float64, 77146: const     0.001031
vwretd   -0.502107
dtype: float64, 77147: const     0.004886
vwretd    0.201906
dtype: float64, 77148: const     0.008427
vwretd    0.651548
dtype: float64, 77149: const     0.004612
vwretd    0.153401
dtype: float64, 77150: const     0.018455
vwretd    0.285362
dtype: float64, 77151: const     0.024513
vwretd    1.010498
dtype: float64, 77152: const     0.003501
vwretd    0.199065
dtype: float64, 77153: const     0.005692
vwretd    0.052278
dtype: float64, 77154: const     0.005441
vwretd    0.081833
dtype: float64, 77155: const    -0.026017
vwretd    1.287469
dtype: float64, 77156: const     0.003114
vwretd    1.300281
dtype: float64, 77157: const    -0.003786
vwretd    1.715208
dtype: float64, 77158: const     0.009425
vwretd    1.889501
dtype: float64, 77159: const    -0.019602
vwretd    1.984325
dtype: float64, 77161: const    -0.017116
vwretd    1.386142
dtype: float64, 77162: const    -0.011890
vwretd    1.200712
dtype: float64, 77163: const     0.020411
vwretd    1.132144
dtype: float64, 77164: const     0.191975
vwretd   -0.840373
dtype: float64, 77165: const     0.008285
vwretd    0.566695
dtype: float64, 77166: const     0.007217
vwretd   -0.041147
dtype: float64, 77167: const    -0.042712
vwretd    2.050034
dtype: float64, 77168: const     0.054233
vwretd   -0.641210
dtype: float64, 77169: const    -0.017849
vwretd    2.779514
dtype: float64, 77170: const    -0.005889
vwretd    0.279195
dtype: float64, 77171: const     0.008940
vwretd    1.750874
dtype: float64, 77172: const    -0.035925
vwretd    1.523410
dtype: float64, 77173: const    -0.005020
vwretd    3.517205
dtype: float64, 77174: const     0.053018
vwretd   -0.929136
dtype: float64, 77175: const    -0.005742
vwretd    1.872476
dtype: float64, 77176: const    -0.216864
vwretd    4.369811
dtype: float64, 77177: const     0.108480
vwretd   -0.035962
dtype: float64, 77178: const     0.013057
vwretd    1.395007
dtype: float64, 77179: const     0.012089
vwretd    0.712752
dtype: float64, 77180: const    -0.023530
vwretd    1.902637
dtype: float64, 77181: const    -0.012114
vwretd    0.797813
dtype: float64, 77182: const     0.001803
vwretd    0.625540
dtype: float64, 77183: const    -0.058241
vwretd    1.966427
dtype: float64, 77184: const    -0.002393
vwretd    1.092811
dtype: float64, 77185: const     0.004538
vwretd    1.346972
dtype: float64, 77186: const     0.005130
vwretd    2.285981
dtype: float64, 77187: const    -0.057460
vwretd    0.589992
dtype: float64, 77188: const     0.005591
vwretd    1.104000
dtype: float64, 77189: const    -0.019238
vwretd    1.643532
dtype: float64, 77190: const     0.010228
vwretd    0.472639
dtype: float64, 77191: const     0.008911
vwretd    1.067795
dtype: float64, 77192: const    -0.038333
vwretd    2.929649
dtype: float64, 77193: const     0.017868
vwretd    0.155159
dtype: float64, 77194: const     0.015313
vwretd    0.520828
dtype: float64, 77195: const     0.018040
vwretd    0.256301
dtype: float64, 77196: const     0.021377
vwretd    0.280048
dtype: float64, 77197: const    -0.071047
vwretd    0.676121
dtype: float64, 77198: const     0.008988
vwretd    1.603004
dtype: float64, 77199: const     0.027517
vwretd    0.440027
dtype: float64, 77200: const    -0.001702
vwretd    0.759615
dtype: float64, 77201: const     0.130193
vwretd    1.430614
dtype: float64, 77202: const    -0.006757
vwretd    1.395455
dtype: float64, 77203: const    -0.029393
vwretd    2.286478
dtype: float64, 77204: const     0.016680
vwretd    0.732657
dtype: float64, 77205: const    -0.00047
vwretd    2.08537
dtype: float64, 77206: const    -0.040306
vwretd    3.176155
dtype: float64, 77207: const     0.026707
vwretd    0.960081
dtype: float64, 77208: const     0.007668
vwretd    0.642278
dtype: float64, 77209: const     0.006806
vwretd   -0.193006
dtype: float64, 77210: const     0.008828
vwretd    1.467914
dtype: float64, 77211: const    -0.165238
vwretd   -0.735543
dtype: float64, 77212: const     0.035824
vwretd   -0.672564
dtype: float64, 77213: const     0.017814
vwretd    1.956610
dtype: float64, 77214: const    -0.009793
vwretd    1.008603
dtype: float64, 77215: const    -0.050303
vwretd    4.425208
dtype: float64, 77216: const     0.039484
vwretd    0.628079
dtype: float64, 77217: const    -0.007587
vwretd    1.892478
dtype: float64, 77218: const    -0.014077
vwretd    0.780431
dtype: float64, 77219: const    -0.006508
vwretd    0.970247
dtype: float64, 77221: const     0.064582
vwretd   -4.211963
dtype: float64, 77222: const    -0.002848
vwretd    1.178431
dtype: float64, 77223: const     0.006131
vwretd    0.487078
dtype: float64, 77224: const    -0.037914
vwretd    1.139841
dtype: float64, 77225: const     0.035697
vwretd   -1.270660
dtype: float64, 77226: const     0.031193
vwretd    0.750231
dtype: float64, 77227: const     0.000139
vwretd   -1.381256
dtype: float64, 77228: const    -0.008091
vwretd    1.661772
dtype: float64, 77229: const     0.014911
vwretd    0.450042
dtype: float64, 77230: const    -0.001985
vwretd    0.784478
dtype: float64, 77231: const    -0.027694
vwretd    0.794567
dtype: float64, 77233: const    -0.017362
vwretd    1.472949
dtype: float64, 77234: const     0.005656
vwretd    0.393267
dtype: float64, 77235: const     0.007164
vwretd    1.304714
dtype: float64, 77236: const     0.009277
vwretd    0.562293
dtype: float64, 77237: const     0.004526
vwretd    1.134508
dtype: float64, 77238: const    -0.003042
vwretd    1.550565
dtype: float64, 77239: const     0.004506
vwretd    0.690257
dtype: float64, 77240: const    -0.003326
vwretd    2.063952
dtype: float64, 77241: const    -0.002932
vwretd    0.495416
dtype: float64, 77242: const     0.03561
vwretd    1.38455
dtype: float64, 77245: const    -0.099962
vwretd    1.409715
dtype: float64, 77246: const    -0.023863
vwretd   -1.567986
dtype: float64, 77247: const    -0.012048
vwretd    1.371353
dtype: float64, 77248: const    -0.011072
vwretd    0.996846
dtype: float64, 77249: const     0.033135
vwretd   -0.085201
dtype: float64, 77250: const    -0.008415
vwretd   -6.984208
dtype: float64, 77252: const    -0.018275
vwretd    0.785333
dtype: float64, 77253: const     0.081421
vwretd    4.486147
dtype: float64, 77254: const     0.006975
vwretd    0.101261
dtype: float64, 77255: const     0.006043
vwretd    0.734373
dtype: float64, 77256: const     0.008402
vwretd    0.619751
dtype: float64, 77257: const     0.009488
vwretd    1.525226
dtype: float64, 77258: const     0.033316
vwretd   -0.491591
dtype: float64, 77259: const     0.016599
vwretd   -0.119061
dtype: float64, 77260: const    -0.121402
vwretd    3.300457
dtype: float64, 77261: const    -0.004930
vwretd    1.780898
dtype: float64, 77262: const     0.005525
vwretd    1.178804
dtype: float64, 77263: const    -0.013578
vwretd    3.663373
dtype: float64, 77264: const     0.024414
vwretd    1.134894
dtype: float64, 77265: const    -0.035238
vwretd    2.786166
dtype: float64, 77266: const     0.006258
vwretd    1.543251
dtype: float64, 77267: const    -0.019499
vwretd    0.980462
dtype: float64, 77268: const    -0.001070
vwretd    1.180371
dtype: float64, 77269: const    -0.002972
vwretd    0.807266
dtype: float64, 77270: const     0.019124
vwretd    0.179447
dtype: float64, 77271: const     0.012220
vwretd    1.669396
dtype: float64, 77272: const    -0.111358
vwretd    2.210234
dtype: float64, 77273: const     0.025055
vwretd    0.624955
dtype: float64, 77274: const     0.014817
vwretd    0.893534
dtype: float64, 77275: const    -0.011643
vwretd    0.211697
dtype: float64, 77276: const    -0.023713
vwretd    1.582681
dtype: float64, 77277: const    -0.016622
vwretd    1.888127
dtype: float64, 77278: const    -0.008346
vwretd    1.086656
dtype: float64, 77279: const     0.010821
vwretd    1.074384
dtype: float64, 77280: const     0.039980
vwretd   -4.148379
dtype: float64, 77281: const     0.010785
vwretd    0.975500
dtype: float64, 77282: const     0.015805
vwretd    1.034180
dtype: float64, 77283: const     0.010019
vwretd    2.700974
dtype: float64, 77284: const     0.007490
vwretd    2.219566
dtype: float64, 77285: const     0.022281
vwretd    0.001023
dtype: float64, 77286: const     0.010474
vwretd    0.369820
dtype: float64, 77287: const     0.036424
vwretd   -0.149493
dtype: float64, 77288: const    -0.009595
vwretd   -1.104881
dtype: float64, 77289: const     0.007374
vwretd    1.441739
dtype: float64, 77291: const     0.014034
vwretd    1.520953
dtype: float64, 77292: const     0.013576
vwretd    1.153558
dtype: float64, 77293: const    -0.008646
vwretd    1.083194
dtype: float64, 77294: const     0.003405
vwretd    1.874982
dtype: float64, 77295: const     0.004011
vwretd    0.720007
dtype: float64, 77296: const     0.008269
vwretd   -0.183514
dtype: float64, 77297: const    -0.019887
vwretd    1.946100
dtype: float64, 77298: const    -0.042208
vwretd    0.188727
dtype: float64, 77299: const    -0.045942
vwretd    1.647619
dtype: float64, 77300: const     0.002843
vwretd    0.922750
dtype: float64, 77301: const    -0.004665
vwretd    0.538991
dtype: float64, 77302: const     0.004115
vwretd    0.361718
dtype: float64, 77303: const    -0.037268
vwretd    2.610437
dtype: float64, 77304: const     0.022565
vwretd    1.350439
dtype: float64, 77306: const     0.003490
vwretd    0.779595
dtype: float64, 77307: const     0.004347
vwretd    0.792207
dtype: float64, 77308: const     0.001658
vwretd    1.416358
dtype: float64, 77309: const     0.003965
vwretd    0.410760
dtype: float64, 77310: const     0.00188
vwretd    0.72350
dtype: float64, 77311: const    -0.011426
vwretd    1.349367
dtype: float64, 77312: const    -0.037962
vwretd    1.185257
dtype: float64, 77313: const     0.004395
vwretd    0.048511
dtype: float64, 77314: const     0.003617
vwretd    0.204380
dtype: float64, 77315: const     0.006170
vwretd    0.033352
dtype: float64, 77316: const     0.003634
vwretd    0.152722
dtype: float64, 77317: const    -0.018591
vwretd   -0.393075
dtype: float64, 77318: const     0.000110
vwretd    1.477164
dtype: float64, 77319: const    -0.076546
vwretd    2.089953
dtype: float64, 77320: const     0.001609
vwretd    0.719649
dtype: float64, 77321: const    -0.027504
vwretd    0.641227
dtype: float64, 77322: const     0.015112
vwretd    0.738779
dtype: float64, 77323: const    -0.047602
vwretd    1.342890
dtype: float64, 77324: const     0.001237
vwretd    1.042178
dtype: float64, 77325: const     0.029413
vwretd    0.537525
dtype: float64, 77326: const    -0.019478
vwretd    2.209902
dtype: float64, 77327: const    -0.006769
vwretd    0.955455
dtype: float64, 77328: const     0.013346
vwretd    1.019552
dtype: float64, 77329: const    -0.003878
vwretd   -1.694536
dtype: float64, 77330: const    -0.001028
vwretd    1.137719
dtype: float64, 77331: const     0.009963
vwretd    1.416033
dtype: float64, 77332: const     0.005124
vwretd    1.287816
dtype: float64, 77333: const     0.017240
vwretd   -0.628933
dtype: float64, 77334: const    -0.002226
vwretd    0.611123
dtype: float64, 77335: const     0.013237
vwretd   -0.068962
dtype: float64, 77336: const    -0.033926
vwretd    0.994185
dtype: float64, 77337: const     0.082610
vwretd   -1.879149
dtype: float64, 77338: const     0.012193
vwretd    0.929329
dtype: float64, 77339: const     0.009179
vwretd    0.787602
dtype: float64, 77340: const     0.002205
vwretd    0.838240
dtype: float64, 77341: const    -0.028236
vwretd    1.510666
dtype: float64, 77343: const    -0.001242
vwretd    0.846115
dtype: float64, 77344: const     0.024664
vwretd    0.842486
dtype: float64, 77345: const    -0.005516
vwretd   -3.369303
dtype: float64, 77346: const     0.039248
vwretd   -0.051193
dtype: float64, 77347: const     0.005258
vwretd    1.600124
dtype: float64, 77348: const    -0.018068
vwretd    0.366819
dtype: float64, 77349: const    -0.176311
vwretd    6.573993
dtype: float64, 77350: const     0.008744
vwretd    0.588987
dtype: float64, 77351: const     0.002533
vwretd    0.427727
dtype: float64, 77352: const     0.028649
vwretd    1.612691
dtype: float64, 77353: const     0.011972
vwretd    0.686174
dtype: float64, 77354: const     0.000009
vwretd    0.934303
dtype: float64, 77355: const    -0.030806
vwretd    2.560013
dtype: float64, 77356: const     0.004812
vwretd    1.664134
dtype: float64, 77357: const     0.006046
vwretd    1.170341
dtype: float64, 77358: const    -0.019997
vwretd   -0.657943
dtype: float64, 77359: const     0.006267
vwretd   -0.097325
dtype: float64, 77360: const     0.014311
vwretd    2.273667
dtype: float64, 77361: const     0.004942
vwretd    1.325928
dtype: float64, 77362: const     0.012016
vwretd    1.631337
dtype: float64, 77363: const    -0.024496
vwretd    1.340401
dtype: float64, 77364: const    -0.043043
vwretd    1.906138
dtype: float64, 77366: const     0.001667
vwretd    1.379237
dtype: float64, 77367: const     0.009461
vwretd    0.729294
dtype: float64, 77368: const    -0.006929
vwretd    0.771462
dtype: float64, 77369: const     0.009952
vwretd    0.481463
dtype: float64, 77370: const     0.043062
vwretd    0.152176
dtype: float64, 77371: const     0.003693
vwretd    1.308027
dtype: float64, 77372: const     0.000941
vwretd    0.903982
dtype: float64, 77373: const     0.032319
vwretd   -0.618729
dtype: float64, 77375: const     0.002253
vwretd    0.137207
dtype: float64, 77376: const    -0.037821
vwretd    1.219802
dtype: float64, 77377: const     0.003058
vwretd    0.090979
dtype: float64, 77378: const     0.013999
vwretd    0.142116
dtype: float64, 77379: const     0.004949
vwretd    0.493547
dtype: float64, 77380: const     0.007006
vwretd    1.701704
dtype: float64, 77382: const     0.002352
vwretd    0.705263
dtype: float64, 77383: const     0.003696
vwretd    1.593719
dtype: float64, 77384: const    -0.004033
vwretd    1.020004
dtype: float64, 77385: const    -0.077435
vwretd    3.105892
dtype: float64, 77386: const     0.019643
vwretd    0.536222
dtype: float64, 77387: const    -0.000819
vwretd    1.753014
dtype: float64, 77388: const    -0.005036
vwretd    0.539964
dtype: float64, 77389: const    -0.015249
vwretd    0.795395
dtype: float64, 77390: const    -0.029159
vwretd    1.424372
dtype: float64, 77392: const     0.022589
vwretd    1.316559
dtype: float64, 77393: const    -0.006222
vwretd    1.457905
dtype: float64, 77395: const      0.071690
vwretd   -11.848127
dtype: float64, 77396: const    -0.045447
vwretd    4.891200
dtype: float64, 77397: const    -0.073872
vwretd    1.253410
dtype: float64, 77398: const     0.000944
vwretd    0.391985
dtype: float64, 77400: const     0.033424
vwretd   -0.546811
dtype: float64, 77401: const    -0.027569
vwretd    0.904971
dtype: float64, 77402: const     0.018925
vwretd    0.757205
dtype: float64, 77403: const     0.005332
vwretd    0.830314
dtype: float64, 77404: const     0.073300
vwretd    2.461171
dtype: float64, 77405: const     0.003433
vwretd    0.788002
dtype: float64, 77406: const     0.008367
vwretd    2.453008
dtype: float64, 77407: const     0.057354
vwretd   -1.451844
dtype: float64, 77409: const    -0.007621
vwretd    0.728103
dtype: float64, 77410: const    -0.033313
vwretd    2.358720
dtype: float64, 77411: const     0.005600
vwretd    0.535985
dtype: float64, 77412: const     0.005778
vwretd    0.455185
dtype: float64, 77413: const     0.008793
vwretd    1.867798
dtype: float64, 77414: const     0.041243
vwretd    3.160013
dtype: float64, 77415: const     0.005200
vwretd    0.575824
dtype: float64, 77416: const     0.010369
vwretd    1.322857
dtype: float64, 77417: const     0.011279
vwretd    0.523145
dtype: float64, 77418: const     0.013302
vwretd    1.748768
dtype: float64, 77419: const    -0.022012
vwretd    2.118725
dtype: float64, 77420: const    -0.004500
vwretd    1.027722
dtype: float64, 77421: const     0.015314
vwretd    0.512513
dtype: float64, 77422: const     0.060712
vwretd   -1.026252
dtype: float64, 77423: const    -0.060035
vwretd    4.994541
dtype: float64, 77424: const     0.022930
vwretd   -0.374112
dtype: float64, 77425: const     0.006296
vwretd    0.819273
dtype: float64, 77426: const     0.003206
vwretd    0.889395
dtype: float64, 77427: const     0.014446
vwretd    0.964284
dtype: float64, 77428: const     0.010910
vwretd   -0.027157
dtype: float64, 77429: const     0.031772
vwretd    2.942969
dtype: float64, 77430: const     0.0
vwretd    0.0
dtype: float64, 77431: const     0.021880
vwretd    0.410392
dtype: float64, 77433: const     0.021370
vwretd    0.363391
dtype: float64, 77434: const     0.015548
vwretd    0.166433
dtype: float64, 77435: const     0.010872
vwretd    0.735314
dtype: float64, 77437: const     0.003732
vwretd    1.831411
dtype: float64, 77438: const    -0.008126
vwretd    1.906737
dtype: float64, 77439: const     0.014804
vwretd   -0.347601
dtype: float64, 77440: const    -0.021626
vwretd    2.453274
dtype: float64, 77441: const     0.019506
vwretd    0.093916
dtype: float64, 77442: const    -0.025454
vwretd    2.155122
dtype: float64, 77443: const    -0.018798
vwretd    1.649277
dtype: float64, 77444: const    -0.043781
vwretd    6.148358
dtype: float64, 77445: const    -0.002098
vwretd    1.686562
dtype: float64, 77446: const    -0.007787
vwretd    0.729167
dtype: float64, 77447: const     0.010842
vwretd    0.481361
dtype: float64, 77448: const     0.010323
vwretd    0.648574
dtype: float64, 77449: const     0.014407
vwretd    1.172554
dtype: float64, 77450: const     0.009798
vwretd    0.067434
dtype: float64, 77451: const     0.006961
vwretd    1.700577
dtype: float64, 77452: const     0.028171
vwretd    0.141148
dtype: float64, 77453: const     0.005385
vwretd    0.862888
dtype: float64, 77454: const    -0.006599
vwretd    0.708853
dtype: float64, 77456: const     0.000073
vwretd    0.207480
dtype: float64, 77457: const    -0.00362
vwretd    1.15117
dtype: float64, 77458: const     0.001755
vwretd    0.471414
dtype: float64, 77459: const     0.017417
vwretd    0.938638
dtype: float64, 77460: const     0.001335
vwretd    0.382279
dtype: float64, 77461: const     0.004603
vwretd    1.655580
dtype: float64, 77462: const    -0.000073
vwretd    1.389326
dtype: float64, 77463: const     0.003480
vwretd    1.273357
dtype: float64, 77464: const    -0.012303
vwretd    1.230974
dtype: float64, 77465: const    -0.019123
vwretd    0.434721
dtype: float64, 77466: const     0.004454
vwretd    0.109735
dtype: float64, 77467: const     0.004466
vwretd    0.126775
dtype: float64, 77468: const     0.004691
vwretd    0.068240
dtype: float64, 77469: const     0.003097
vwretd    0.135975
dtype: float64, 77470: const     0.003801
vwretd    0.088241
dtype: float64, 77471: const     0.006614
vwretd    0.877009
dtype: float64, 77472: const     0.007053
vwretd    0.840237
dtype: float64, 77473: const    -0.009466
vwretd    1.021765
dtype: float64, 77474: const     0.001093
vwretd    0.144059
dtype: float64, 77475: const     0.005402
vwretd    0.130395
dtype: float64, 77476: const     0.005899
vwretd    2.161888
dtype: float64, 77477: const     0.005880
vwretd   -0.272335
dtype: float64, 77478: const     0.002993
vwretd    2.029906
dtype: float64, 77480: const     0.055979
vwretd    0.880634
dtype: float64, 77481: const     0.002568
vwretd    1.142523
dtype: float64, 77482: const     0.100471
vwretd    3.201887
dtype: float64, 77483: const    -0.020717
vwretd    2.732529
dtype: float64, 77485: const    -0.014783
vwretd    0.748809
dtype: float64, 77486: const    -0.000745
vwretd    1.387971
dtype: float64, 77487: const    -0.06897
vwretd    0.69349
dtype: float64, 77488: const     0.009154
vwretd    0.779107
dtype: float64, 77489: const    -0.000039
vwretd    1.429226
dtype: float64, 77490: const     0.013139
vwretd    0.406205
dtype: float64, 77491: const     0.003499
vwretd    0.026692
dtype: float64, 77493: const     0.011761
vwretd    1.110148
dtype: float64, 77494: const    -0.025006
vwretd    1.185788
dtype: float64, 77495: const     0.016230
vwretd    1.504432
dtype: float64, 77496: const     0.002927
vwretd    1.413191
dtype: float64, 77497: const    -0.027131
vwretd    0.317290
dtype: float64, 77498: const    -0.040775
vwretd    1.834593
dtype: float64, 77499: const    -0.007501
vwretd    2.773883
dtype: float64, 77500: const     0.018571
vwretd    2.042363
dtype: float64, 77501: const    -0.000964
vwretd    1.535474
dtype: float64, 77502: const     0.006847
vwretd    1.542837
dtype: float64, 77503: const     0.010551
vwretd   -0.103155
dtype: float64, 77504: const     0.005883
vwretd    0.359442
dtype: float64, 77505: const     0.009074
vwretd    1.193319
dtype: float64, 77506: const     0.028459
vwretd    0.840132
dtype: float64, 77507: const     0.007700
vwretd    0.290307
dtype: float64, 77508: const    -0.012480
vwretd    0.635929
dtype: float64, 77509: const     0.00874
vwretd    1.05856
dtype: float64, 77510: const     0.046870
vwretd   -0.319829
dtype: float64, 77511: const     0.008588
vwretd    0.528849
dtype: float64, 77512: const     0.003252
vwretd    2.878591
dtype: float64, 77513: const    -0.009115
vwretd    1.159697
dtype: float64, 77514: const     0.024907
vwretd    0.291187
dtype: float64, 77515: const    -0.001601
vwretd    2.072673
dtype: float64, 77516: const    -0.006239
vwretd    1.582979
dtype: float64, 77517: const     0.020702
vwretd    0.312577
dtype: float64, 77518: const    -0.022833
vwretd   -0.133315
dtype: float64, 77519: const     0.006770
vwretd    0.629725
dtype: float64, 77520: const     0.008184
vwretd    1.328008
dtype: float64, 77521: const    -0.005548
vwretd    0.901664
dtype: float64, 77522: const    -0.008669
vwretd    0.831847
dtype: float64, 77523: const     0.022237
vwretd    0.580126
dtype: float64, 77524: const     0.038161
vwretd    2.853116
dtype: float64, 77525: const    -0.019574
vwretd    0.728915
dtype: float64, 77526: const     0.005131
vwretd    0.647141
dtype: float64, 77527: const     0.001929
vwretd    1.277500
dtype: float64, 77528: const     0.005462
vwretd    0.551795
dtype: float64, 77529: const    -0.057670
vwretd   -2.254408
dtype: float64, 77530: const    -0.002045
vwretd    1.217103
dtype: float64, 77531: const    -0.062653
vwretd    0.367087
dtype: float64, 77532: const    -0.007286
vwretd    1.094764
dtype: float64, 77534: const     0.001996
vwretd    2.031132
dtype: float64, 77536: const    -0.073633
vwretd    3.079914
dtype: float64, 77537: const     0.000691
vwretd   -1.471134
dtype: float64, 77538: const     0.028614
vwretd    1.455062
dtype: float64, 77539: const     0.025224
vwretd    0.916915
dtype: float64, 77540: const    -0.060811
vwretd    1.161152
dtype: float64, 77541: const    -0.022714
vwretd    0.699904
dtype: float64, 77542: const     0.014217
vwretd    2.014541
dtype: float64, 77543: const     0.014820
vwretd    1.173629
dtype: float64, 77544: const    -0.005245
vwretd    0.921999
dtype: float64, 77545: const    -0.013348
vwretd    1.403133
dtype: float64, 77546: const     0.006223
vwretd    0.923976
dtype: float64, 77547: const    -0.01613
vwretd    0.78950
dtype: float64, 77548: const     0.004052
vwretd    0.117827
dtype: float64, 77549: const     0.005129
vwretd    0.028427
dtype: float64, 77550: const     0.018727
vwretd    0.878542
dtype: float64, 77551: const     0.004292
vwretd    0.323162
dtype: float64, 77552: const     0.005258
vwretd    0.005582
dtype: float64, 77553: const     0.004957
vwretd    0.065650
dtype: float64, 77554: const    -0.015700
vwretd    0.851564
dtype: float64, 77555: const     0.010726
vwretd    0.595453
dtype: float64, 77560: const    -0.008010
vwretd    1.334115
dtype: float64, 77561: const     0.024777
vwretd    0.205279
dtype: float64, 77562: const    -0.055490
vwretd    2.449906
dtype: float64, 77563: const     0.015440
vwretd    0.441989
dtype: float64, 77564: const    -0.021371
vwretd    2.702801
dtype: float64, 77568: const    -0.009784
vwretd    2.002780
dtype: float64, 77569: const    -0.015950
vwretd    1.305571
dtype: float64, 77570: const    -0.008288
vwretd    1.936538
dtype: float64, 77571: const    -0.073160
vwretd   -0.107204
dtype: float64, 77572: const    -0.003251
vwretd    2.924731
dtype: float64, 77573: const     0.000861
vwretd    1.067930
dtype: float64, 77574: const    -0.055362
vwretd    2.442789
dtype: float64, 77575: const     0.028851
vwretd    0.761833
dtype: float64, 77576: const    -0.007430
vwretd    1.543975
dtype: float64, 77577: const    -0.040354
vwretd   -1.163363
dtype: float64, 77578: const    -0.050738
vwretd    1.359430
dtype: float64, 77579: const     0.011229
vwretd    0.710502
dtype: float64, 77580: const     0.003811
vwretd    0.701081
dtype: float64, 77581: const     0.004806
vwretd    1.024779
dtype: float64, 77582: const    -0.001527
vwretd    1.812558
dtype: float64, 77584: const     0.009957
vwretd    0.949649
dtype: float64, 77585: const    -0.003119
vwretd    0.483130
dtype: float64, 77586: const     0.012604
vwretd    1.072131
dtype: float64, 77587: const    -0.004093
vwretd    1.018880
dtype: float64, 77588: const    -0.026815
vwretd    1.348793
dtype: float64, 77589: const     0.006162
vwretd   -0.001428
dtype: float64, 77590: const     0.005741
vwretd    0.126641
dtype: float64, 77591: const     0.003746
vwretd    0.140116
dtype: float64, 77592: const     0.006064
vwretd   -0.001606
dtype: float64, 77593: const     0.004185
vwretd   -1.078974
dtype: float64, 77594: const     0.033560
vwretd    0.628714
dtype: float64, 77595: const     0.004045
vwretd    1.187114
dtype: float64, 77596: const     0.004033
vwretd    1.520104
dtype: float64, 77597: const    -0.016501
vwretd    2.182018
dtype: float64, 77599: const     0.014809
vwretd    1.593306
dtype: float64, 77600: const    -0.081694
vwretd    1.898670
dtype: float64, 77601: const    -0.035634
vwretd    2.755039
dtype: float64, 77602: const    -0.029346
vwretd    1.898765
dtype: float64, 77603: const     0.015610
vwretd    1.551606
dtype: float64, 77604: const    -0.009157
vwretd    2.173789
dtype: float64, 77605: const     0.004337
vwretd    0.870452
dtype: float64, 77606: const     0.003037
vwretd    1.104593
dtype: float64, 77607: const     0.004290
vwretd    0.110081
dtype: float64, 77608: const     0.010887
vwretd    0.431167
dtype: float64, 77609: const     0.004111
vwretd    0.087042
dtype: float64, 77610: const     0.005965
vwretd    1.892655
dtype: float64, 77611: const    -0.033918
vwretd    0.179647
dtype: float64, 77612: const    -0.025607
vwretd    0.164280
dtype: float64, 77613: const    -0.023305
vwretd    2.259326
dtype: float64, 77614: const    -0.042299
vwretd    3.335607
dtype: float64, 77615: const    -0.004425
vwretd    1.338412
dtype: float64, 77616: const     0.003046
vwretd    2.822728
dtype: float64, 77617: const    -0.015910
vwretd    1.680146
dtype: float64, 77618: const     0.018790
vwretd    0.067292
dtype: float64, 77619: const    -0.030124
vwretd    0.537469
dtype: float64, 77620: const    -0.001227
vwretd    0.279533
dtype: float64, 77621: const     0.102578
vwretd   -4.633999
dtype: float64, 77622: const    -0.049886
vwretd   -0.433750
dtype: float64, 77623: const    -0.009849
vwretd    1.292862
dtype: float64, 77624: const    -0.012758
vwretd    1.922484
dtype: float64, 77625: const    -0.035693
vwretd    1.538219
dtype: float64, 77626: const     0.014894
vwretd    0.095356
dtype: float64, 77627: const     0.000483
vwretd    0.759851
dtype: float64, 77628: const     0.007088
vwretd    0.813128
dtype: float64, 77629: const     0.007676
vwretd    1.009183
dtype: float64, 77630: const     0.024336
vwretd    1.205516
dtype: float64, 77631: const    -0.014362
vwretd    0.468195
dtype: float64, 77632: const    -0.010733
vwretd    1.497030
dtype: float64, 77633: const     0.003397
vwretd    1.935696
dtype: float64, 77634: const     0.022402
vwretd    1.797652
dtype: float64, 77635: const     0.015253
vwretd    1.850530
dtype: float64, 77636: const     0.012703
vwretd    0.576454
dtype: float64, 77637: const     0.002330
vwretd    1.263424
dtype: float64, 77638: const     0.003507
vwretd    0.174479
dtype: float64, 77639: const     0.006447
vwretd    0.039366
dtype: float64, 77641: const     0.028577
vwretd    0.518100
dtype: float64, 77642: const    -0.001564
vwretd    0.862817
dtype: float64, 77643: const     0.003122
vwretd    0.609691
dtype: float64, 77644: const     0.009469
vwretd    1.656741
dtype: float64, 77646: const    -0.002335
vwretd    1.044697
dtype: float64, 77647: const    -0.003755
vwretd    1.090559
dtype: float64, 77648: const    -0.035501
vwretd    0.223865
dtype: float64, 77649: const     0.010394
vwretd    0.676276
dtype: float64, 77650: const     0.010435
vwretd    3.241896
dtype: float64, 77651: const    -0.009791
vwretd    1.750458
dtype: float64, 77652: const     0.001214
vwretd    0.762611
dtype: float64, 77653: const    -0.001199
vwretd    0.937321
dtype: float64, 77654: const     0.138313
vwretd   -4.894443
dtype: float64, 77655: const     0.059636
vwretd   -1.571427
dtype: float64, 77656: const     0.000507
vwretd    0.356341
dtype: float64, 77657: const    -0.032199
vwretd    1.148765
dtype: float64, 77658: const    -0.006584
vwretd    0.590307
dtype: float64, 77659: const     0.000524
vwretd    1.238780
dtype: float64, 77660: const     0.010983
vwretd    1.014909
dtype: float64, 77661: const     0.008524
vwretd    1.234338
dtype: float64, 77662: const     0.013913
vwretd    1.099166
dtype: float64, 77663: const    -0.041766
vwretd    2.299310
dtype: float64, 77664: const     0.002549
vwretd    2.022617
dtype: float64, 77665: const    -0.029391
vwretd    1.520412
dtype: float64, 77666: const    -0.026197
vwretd    1.384141
dtype: float64, 77667: const     0.008302
vwretd    0.405821
dtype: float64, 77668: const     0.016290
vwretd    0.754584
dtype: float64, 77669: const     0.008664
vwretd    1.276185
dtype: float64, 77670: const     0.010182
vwretd    0.385467
dtype: float64, 77671: const    -0.004587
vwretd    1.041791
dtype: float64, 77672: const     0.041281
vwretd   -6.468095
dtype: float64, 77673: const     0.008910
vwretd    0.845765
dtype: float64, 77674: const    -0.006294
vwretd    2.356963
dtype: float64, 77675: const    -0.003171
vwretd    0.692259
dtype: float64, 77676: const     0.008236
vwretd    0.222259
dtype: float64, 77677: const    -0.008470
vwretd    1.135051
dtype: float64, 77678: const     0.007980
vwretd    0.976271
dtype: float64, 77679: const     0.003687
vwretd    0.998913
dtype: float64, 77681: const    -0.005109
vwretd    3.135021
dtype: float64, 77682: const    -0.025278
vwretd    1.664524
dtype: float64, 77683: const    -0.010885
vwretd    1.197477
dtype: float64, 77684: const    -0.044173
vwretd    2.526960
dtype: float64, 77685: const     0.012433
vwretd    0.493528
dtype: float64, 77686: const     0.044195
vwretd    0.226963
dtype: float64, 77687: const    -0.035938
vwretd    0.153005
dtype: float64, 77688: const    -0.011468
vwretd    0.145598
dtype: float64, 77689: const    -0.010600
vwretd    1.532816
dtype: float64, 77690: const     0.000519
vwretd    0.119551
dtype: float64, 77691: const     0.000694
vwretd    1.420513
dtype: float64, 77692: const     0.003594
vwretd    0.119599
dtype: float64, 77693: const     0.003379
vwretd    0.086462
dtype: float64, 77694: const     0.005283
vwretd    0.022484
dtype: float64, 77695: const     0.001765
vwretd    0.968990
dtype: float64, 77696: const     0.016762
vwretd    0.150748
dtype: float64, 77697: const    -0.084104
vwretd    4.156800
dtype: float64, 77698: const     0.029058
vwretd    0.393669
dtype: float64, 77699: const     0.004798
vwretd    2.351793
dtype: float64, 77700: const    -0.070696
vwretd   -0.018013
dtype: float64, 77701: const     0.013339
vwretd    0.765723
dtype: float64, 77702: const     0.011370
vwretd    1.007064
dtype: float64, 77703: const     0.009544
vwretd    0.094407
dtype: float64, 77704: const     0.014609
vwretd    0.423476
dtype: float64, 77705: const     0.006147
vwretd    0.553980
dtype: float64, 77706: const    -0.001277
vwretd    1.066652
dtype: float64, 77708: const     0.012457
vwretd    0.229539
dtype: float64, 77710: const     0.035430
vwretd   -0.319747
dtype: float64, 77711: const     0.014082
vwretd    1.304404
dtype: float64, 77712: const     0.004317
vwretd    0.777339
dtype: float64, 77713: const    -0.004905
vwretd    0.356472
dtype: float64, 77714: const     0.009363
vwretd    0.949590
dtype: float64, 77719: const     0.005082
vwretd    0.584141
dtype: float64, 77722: const    -0.003044
vwretd    0.813677
dtype: float64, 77723: const     0.014874
vwretd   -0.685310
dtype: float64, 77725: const     0.004210
vwretd    0.285666
dtype: float64, 77729: const     0.004150
vwretd    1.102453
dtype: float64, 77730: const     0.009067
vwretd    0.896460
dtype: float64, 77733: const     0.02184
vwretd    0.97051
dtype: float64, 77735: const     0.003649
vwretd    1.233799
dtype: float64, 77739: const     0.013434
vwretd    1.084557
dtype: float64, 77740: const    -0.055854
vwretd    0.814380
dtype: float64, 77741: const     0.004644
vwretd    2.285221
dtype: float64, 77746: const     0.029275
vwretd    1.403788
dtype: float64, 77753: const     0.015390
vwretd    0.200016
dtype: float64, 77754: const     0.01043
vwretd    0.41194
dtype: float64, 77755: const     0.029860
vwretd    0.408041
dtype: float64, 77756: const     0.004793
vwretd    0.517996
dtype: float64, 77757: const     0.003707
vwretd    0.679942
dtype: float64, 77758: const     0.011985
vwretd    0.253203
dtype: float64, 77759: const    -0.007589
vwretd    0.720920
dtype: float64, 77760: const     0.011237
vwretd   -0.023676
dtype: float64, 77761: const    -0.122182
vwretd   -1.092129
dtype: float64, 77762: const    -0.010821
vwretd    1.082350
dtype: float64, 77763: const    -0.008360
vwretd    1.437118
dtype: float64, 77764: const     0.009262
vwretd    0.565014
dtype: float64, 77765: const     0.024007
vwretd    0.523818
dtype: float64, 77766: const     0.021356
vwretd    0.815812
dtype: float64, 77767: const    -0.005619
vwretd    2.264267
dtype: float64, 77768: const     0.005830
vwretd    0.892017
dtype: float64, 77769: const    -0.014960
vwretd    1.125367
dtype: float64, 77770: const    -0.056749
vwretd    1.278441
dtype: float64, 77771: const     0.010519
vwretd    1.038405
dtype: float64, 77772: const     0.035673
vwretd   -1.509953
dtype: float64, 77773: const    -0.015635
vwretd    1.049521
dtype: float64, 77774: const    -0.013077
vwretd    1.463466
dtype: float64, 77775: const     0.020638
vwretd    0.347488
dtype: float64, 77776: const     0.003054
vwretd    1.035126
dtype: float64, 77777: const    -0.013720
vwretd    1.760703
dtype: float64, 77778: const    -0.006818
vwretd    0.811195
dtype: float64, 77779: const     0.018856
vwretd    0.633709
dtype: float64, 77780: const     0.008399
vwretd    0.833839
dtype: float64, 77781: const    -0.029148
vwretd    2.416440
dtype: float64, 77782: const    -0.006474
vwretd    1.085254
dtype: float64, 77783: const    -0.004607
vwretd    1.112925
dtype: float64, 77784: const     0.003341
vwretd    0.860927
dtype: float64, 77785: const     0.009048
vwretd    1.136985
dtype: float64, 77786: const     0.010669
vwretd    0.442698
dtype: float64, 77787: const     0.013289
vwretd    0.826276
dtype: float64, 77789: const     0.002817
vwretd    1.038884
dtype: float64, 77790: const     0.006670
vwretd    0.758408
dtype: float64, 77791: const     0.011125
vwretd    0.174777
dtype: float64, 77792: const     0.008595
vwretd    0.413124
dtype: float64, 77793: const     0.054398
vwretd    1.724620
dtype: float64, 77794: const    -0.091454
vwretd    2.040867
dtype: float64, 77795: const    -0.019424
vwretd    2.821898
dtype: float64, 77796: const    -0.068486
vwretd   -1.400679
dtype: float64, 77797: const     0.001905
vwretd    1.596611
dtype: float64, 77798: const     0.010849
vwretd    0.170302
dtype: float64, 77799: const    -0.023151
vwretd    0.309324
dtype: float64, 77800: const     0.028852
vwretd    0.902992
dtype: float64, 77801: const    -0.030113
vwretd    0.468817
dtype: float64, 77802: const    -0.018631
vwretd    0.694863
dtype: float64, 77803: const     0.009747
vwretd    0.332455
dtype: float64, 77804: const     0.003345
vwretd    0.719846
dtype: float64, 77805: const     0.001447
vwretd    0.111595
dtype: float64, 77806: const     0.004015
vwretd    0.128772
dtype: float64, 77807: const     0.005518
vwretd    0.093336
dtype: float64, 77808: const     0.004733
vwretd    0.041600
dtype: float64, 77809: const     0.005275
vwretd    0.185822
dtype: float64, 77810: const    -0.003774
vwretd    2.330238
dtype: float64, 77811: const    -0.046150
vwretd   -4.292382
dtype: float64, 77812: const    -0.039444
vwretd    0.071104
dtype: float64, 77813: const     0.034915
vwretd   -0.248849
dtype: float64, 77814: const    -0.000197
vwretd    0.725543
dtype: float64, 77815: const     0.012001
vwretd    1.142688
dtype: float64, 77816: const     0.000982
vwretd    1.269539
dtype: float64, 77817: const    -0.001987
vwretd    1.350048
dtype: float64, 77818: const     0.003804
vwretd    0.141662
dtype: float64, 77819: const    -0.000758
vwretd    1.546231
dtype: float64, 77820: const     0.013029
vwretd   -0.053278
dtype: float64, 77821: const     0.064887
vwretd    3.634823
dtype: float64, 77822: const     0.002043
vwretd    0.145596
dtype: float64, 77823: const     0.014147
vwretd    0.430291
dtype: float64, 77824: const    -0.007125
vwretd    0.957354
dtype: float64, 77826: const    -0.152612
vwretd    5.572834
dtype: float64, 77827: const     0.004260
vwretd    0.176116
dtype: float64, 77828: const     0.012660
vwretd    0.365161
dtype: float64, 77829: const    -0.033915
vwretd    0.880878
dtype: float64, 77830: const     0.019241
vwretd    0.692676
dtype: float64, 77831: const    -0.021380
vwretd    1.100046
dtype: float64, 77832: const     0.023716
vwretd    1.625212
dtype: float64, 77833: const     0.009420
vwretd    1.083033
dtype: float64, 77834: const     0.000202
vwretd    1.114700
dtype: float64, 77835: const     0.017673
vwretd    0.714455
dtype: float64, 77836: const     0.004492
vwretd    1.999464
dtype: float64, 77837: const    -0.001555
vwretd    2.084437
dtype: float64, 77838: const     0.005512
vwretd    0.719816
dtype: float64, 77839: const    -0.030179
vwretd    1.691847
dtype: float64, 77840: const    -0.016125
vwretd   -1.111917
dtype: float64, 77841: const    -0.032104
vwretd   -1.688780
dtype: float64, 77842: const     0.006749
vwretd    0.424295
dtype: float64, 77843: const    -0.034586
vwretd    1.198040
dtype: float64, 77844: const    -0.011715
vwretd    0.662614
dtype: float64, 77845: const     0.021552
vwretd    0.450862
dtype: float64, 77846: const    -0.048454
vwretd   -0.740169
dtype: float64, 77847: const    -0.053640
vwretd    1.172386
dtype: float64, 77848: const     0.008490
vwretd    0.587885
dtype: float64, 77849: const    -0.101517
vwretd    1.344612
dtype: float64, 77850: const    -0.013484
vwretd    1.809359
dtype: float64, 77851: const    -0.016720
vwretd    3.051477
dtype: float64, 77852: const     0.004783
vwretd    2.050446
dtype: float64, 77853: const    -0.035340
vwretd    6.938032
dtype: float64, 77854: const    -0.010358
vwretd    1.278502
dtype: float64, 77855: const    -0.011346
vwretd    1.766126
dtype: float64, 77856: const     0.021417
vwretd    0.325488
dtype: float64, 77857: const     0.005712
vwretd    0.826086
dtype: float64, 77858: const    -0.016744
vwretd    1.370138
dtype: float64, 77859: const    -0.017411
vwretd    2.198341
dtype: float64, 77860: const    -0.003544
vwretd    0.893631
dtype: float64, 77861: const    -0.012370
vwretd   -0.473687
dtype: float64, 77862: const     0.002256
vwretd    0.906140
dtype: float64, 77863: const     0.009200
vwretd    1.493983
dtype: float64, 77865: const    -0.047676
vwretd    1.950671
dtype: float64, 77866: const    -0.117926
vwretd    1.968481
dtype: float64, 77867: const     0.001182
vwretd    1.793258
dtype: float64, 77868: const     0.002365
vwretd    1.270270
dtype: float64, 77869: const     0.009849
vwretd    1.661619
dtype: float64, 77870: const    -0.037524
vwretd    0.060998
dtype: float64, 77871: const    -0.064250
vwretd    0.039833
dtype: float64, 77872: const     0.009984
vwretd   -0.146657
dtype: float64, 77873: const    -0.025442
vwretd    1.515404
dtype: float64, 77874: const    -0.014715
vwretd    1.607379
dtype: float64, 77875: const     0.004328
vwretd    0.071318
dtype: float64, 77876: const    -0.003886
vwretd    0.791740
dtype: float64, 77878: const     0.007152
vwretd    0.565364
dtype: float64, 77879: const    -0.016530
vwretd    1.784751
dtype: float64, 77880: const     0.008875
vwretd    1.178756
dtype: float64, 77881: const    -0.002032
vwretd    0.735008
dtype: float64, 77882: const    -0.004906
vwretd    1.569339
dtype: float64, 77883: const    -0.005006
vwretd    0.597823
dtype: float64, 77884: const     0.002036
vwretd    1.088403
dtype: float64, 77885: const    -0.030813
vwretd    0.465147
dtype: float64, 77886: const    -0.028680
vwretd    0.263847
dtype: float64, 77887: const     0.016823
vwretd    1.081694
dtype: float64, 77888: const     0.037771
vwretd   -0.160782
dtype: float64, 77889: const     0.004240
vwretd    0.481563
dtype: float64, 77890: const     0.043014
vwretd   -0.517256
dtype: float64, 77891: const     0.030579
vwretd    0.462833
dtype: float64, 77892: const     0.010017
vwretd    0.973050
dtype: float64, 77893: const    -0.004018
vwretd    1.315765
dtype: float64, 77894: const     0.066071
vwretd   -1.650139
dtype: float64, 77895: const    -0.002176
vwretd    0.593622
dtype: float64, 77896: const     0.021347
vwretd    2.985567
dtype: float64, 77897: const     0.004432
vwretd    1.518450
dtype: float64, 77898: const    -0.002527
vwretd    0.786632
dtype: float64, 77899: const    -0.052851
vwretd    0.826905
dtype: float64, 77900: const     0.001049
vwretd    0.846443
dtype: float64, 77901: const    -0.044307
vwretd    3.216933
dtype: float64, 77902: const     0.001557
vwretd    1.314749
dtype: float64, 77903: const     0.034686
vwretd    0.547200
dtype: float64, 77904: const    -0.005498
vwretd    0.580326
dtype: float64, 77905: const     0.004547
vwretd    0.031254
dtype: float64, 77906: const     0.020089
vwretd    0.580114
dtype: float64, 77907: const     0.004363
vwretd    0.028474
dtype: float64, 77908: const     0.004672
vwretd    0.037377
dtype: float64, 77909: const     0.004443
vwretd    0.028500
dtype: float64, 77910: const     0.002675
vwretd    0.096205
dtype: float64, 77911: const    -0.001627
vwretd    0.394561
dtype: float64, 77912: const    -0.106772
vwretd    1.453807
dtype: float64, 77913: const    -0.010783
vwretd    0.832407
dtype: float64, 77914: const     0.012561
vwretd    0.821764
dtype: float64, 77915: const    -0.014683
vwretd    1.051127
dtype: float64, 77916: const     0.012791
vwretd    0.253515
dtype: float64, 77917: const     0.005524
vwretd    1.572535
dtype: float64, 77918: const     0.003166
vwretd    1.293225
dtype: float64, 77919: const    -0.000246
vwretd    3.893038
dtype: float64, 77920: const    -0.002691
vwretd    1.333756
dtype: float64, 77921: const     0.004132
vwretd    0.124127
dtype: float64, 77922: const    -0.052569
vwretd    1.014579
dtype: float64, 77923: const     0.004182
vwretd    0.200971
dtype: float64, 77924: const     0.008431
vwretd    0.167848
dtype: float64, 77925: const     0.003779
vwretd    0.137571
dtype: float64, 77926: const     0.003617
vwretd    1.254927
dtype: float64, 77927: const    -0.002744
vwretd    0.774053
dtype: float64, 77928: const     0.003182
vwretd    0.738391
dtype: float64, 77929: const     0.027272
vwretd    0.023799
dtype: float64, 77930: const    -0.099298
vwretd    3.438437
dtype: float64, 77931: const    -0.003679
vwretd    3.080284
dtype: float64, 77932: const    -0.049040
vwretd    1.426064
dtype: float64, 77933: const    -0.043266
vwretd    0.447582
dtype: float64, 77949: const     0.010510
vwretd   -0.196095
dtype: float64, 77957: const    -0.005465
vwretd    1.382529
dtype: float64, 77962: const     0.017198
vwretd    0.820341
dtype: float64, 77964: const    -0.003304
vwretd    1.705122
dtype: float64, 77965: const     0.004046
vwretd    0.445044
dtype: float64, 77967: const    -0.007445
vwretd    2.263713
dtype: float64, 77968: const    -0.045323
vwretd    0.920531
dtype: float64, 77969: const    -0.023437
vwretd   -0.551146
dtype: float64, 77970: const     0.099022
vwretd   -5.850487
dtype: float64, 77971: const     0.004102
vwretd    1.428428
dtype: float64, 77972: const    -0.002283
vwretd    1.684177
dtype: float64, 77973: const    -0.000794
vwretd    0.377638
dtype: float64, 77974: const     0.020207
vwretd    1.121547
dtype: float64, 77975: const    -0.012246
vwretd    0.339966
dtype: float64, 77976: const     0.021818
vwretd    1.495604
dtype: float64, 77977: const    -0.005662
vwretd    2.304344
dtype: float64, 77978: const    -0.021259
vwretd    0.468366
dtype: float64, 77979: const    -0.012678
vwretd    2.244534
dtype: float64, 77980: const     0.019243
vwretd    0.905595
dtype: float64, 77981: const     0.015704
vwretd    0.321539
dtype: float64, 77982: const     0.011902
vwretd    0.648220
dtype: float64, 77983: const    -0.054416
vwretd    1.176200
dtype: float64, 77984: const     0.009011
vwretd    0.120498
dtype: float64, 77985: const    -0.005005
vwretd    0.503158
dtype: float64, 77986: const     0.024240
vwretd    0.008687
dtype: float64, 77987: const     0.002753
vwretd    0.836283
dtype: float64, 77988: const    -0.031194
vwretd    0.518952
dtype: float64, 77989: const    -0.002722
vwretd    1.388269
dtype: float64, 77990: const     0.015591
vwretd    0.259065
dtype: float64, 77991: const     0.017079
vwretd    1.959776
dtype: float64, 77992: const    -0.001998
vwretd    0.545361
dtype: float64, 77993: const     0.009949
vwretd    1.942753
dtype: float64, 77995: const     0.00063
vwretd    0.96069
dtype: float64, 77997: const     0.003548
vwretd    0.088459
dtype: float64, 77998: const     0.005526
vwretd    0.056140
dtype: float64, 77999: const     0.006186
vwretd   -0.064791
dtype: float64, 78000: const    -0.014525
vwretd    7.020218
dtype: float64, 78001: const    -0.007093
vwretd    1.927827
dtype: float64, 78002: const    -0.003997
vwretd    1.353568
dtype: float64, 78003: const     0.008098
vwretd    2.165044
dtype: float64, 78004: const     0.024449
vwretd    0.287455
dtype: float64, 78005: const     0.019970
vwretd    0.175548
dtype: float64, 78006: const    -0.029195
vwretd    2.366515
dtype: float64, 78007: const    -0.057371
vwretd    0.044420
dtype: float64, 78008: const     0.010183
vwretd    1.864098
dtype: float64, 78009: const     0.008380
vwretd    0.622902
dtype: float64, 78010: const     0.016833
vwretd    0.051381
dtype: float64, 78011: const     0.006337
vwretd    0.704580
dtype: float64, 78012: const     0.000125
vwretd    1.015851
dtype: float64, 78013: const    -0.002865
vwretd    0.181498
dtype: float64, 78014: const     0.004899
vwretd    0.041717
dtype: float64, 78015: const    -0.001159
vwretd    1.088810
dtype: float64, 78016: const    -0.008413
vwretd    0.883500
dtype: float64, 78018: const     0.007420
vwretd    1.864681
dtype: float64, 78019: const    -0.036804
vwretd    4.124494
dtype: float64, 78021: const    -0.022577
vwretd    0.998112
dtype: float64, 78022: const     0.007521
vwretd    0.516538
dtype: float64, 78023: const    -0.033585
vwretd    1.497116
dtype: float64, 78024: const     0.009878
vwretd    1.590130
dtype: float64, 78025: const     0.034480
vwretd    1.458636
dtype: float64, 78026: const    -0.094039
vwretd    2.633989
dtype: float64, 78027: const    -0.155637
vwretd   -0.222691
dtype: float64, 78028: const    -0.004345
vwretd    1.254820
dtype: float64, 78029: const    -0.054682
vwretd    0.782966
dtype: float64, 78030: const    -0.029677
vwretd    3.112799
dtype: float64, 78031: const     0.004633
vwretd    0.811409
dtype: float64, 78032: const    -0.018792
vwretd    1.752901
dtype: float64, 78033: const     0.012505
vwretd    0.434248
dtype: float64, 78034: const     0.006498
vwretd    0.633439
dtype: float64, 78035: const     0.013334
vwretd    0.611964
dtype: float64, 78036: const    -0.016102
vwretd    0.761548
dtype: float64, 78037: const     0.005814
vwretd    0.618066
dtype: float64, 78038: const     0.005521
vwretd    1.597473
dtype: float64, 78039: const     0.007189
vwretd    0.817277
dtype: float64, 78040: const     0.004618
vwretd    0.162794
dtype: float64, 78041: const    -0.039515
vwretd    0.808013
dtype: float64, 78042: const     0.00606
vwretd    0.24840
dtype: float64, 78043: const     0.011651
vwretd    1.325606
dtype: float64, 78044: const     0.005753
vwretd    1.107385
dtype: float64, 78045: const     0.001993
vwretd    1.240247
dtype: float64, 78048: const     0.017211
vwretd    0.932277
dtype: float64, 78049: const     0.011857
vwretd    0.689783
dtype: float64, 78050: const     0.020242
vwretd    1.941995
dtype: float64, 78051: const     0.038585
vwretd    0.372098
dtype: float64, 78052: const    -0.101433
vwretd    1.322372
dtype: float64, 78053: const    -0.010201
vwretd    4.312215
dtype: float64, 78054: const     0.000908
vwretd    0.979834
dtype: float64, 78055: const    -0.068325
vwretd    0.162273
dtype: float64, 78056: const     0.004060
vwretd    0.117485
dtype: float64, 78057: const     0.004979
vwretd    0.071210
dtype: float64, 78058: const    -0.001467
vwretd    0.479922
dtype: float64, 78059: const     0.003773
vwretd    0.108215
dtype: float64, 78060: const     0.004974
vwretd    0.066202
dtype: float64, 78061: const     0.003569
vwretd    0.139545
dtype: float64, 78062: const     0.018601
vwretd    1.440475
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vwretd    0.503262
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vwretd    0.007299
dtype: float64, 78065: const     0.011299
vwretd    1.080940
dtype: float64, 78066: const    -0.02161
vwretd    1.26215
dtype: float64, 78067: const     0.059339
vwretd   -0.373259
dtype: float64, 78068: const    -0.000971
vwretd    0.783759
dtype: float64, 78069: const    -0.053986
vwretd    1.161177
dtype: float64, 78070: const    -0.150015
vwretd    4.976920
dtype: float64, 78071: const    -0.000732
vwretd    1.985761
dtype: float64, 78072: const     0.017640
vwretd    0.010362
dtype: float64, 78073: const    -0.000907
vwretd    1.506949
dtype: float64, 78074: const    -0.046244
vwretd    1.808872
dtype: float64, 78075: const    -0.006210
vwretd    0.403263
dtype: float64, 78077: const     0.002813
vwretd    1.051054
dtype: float64, 78078: const    -0.079119
vwretd    1.408707
dtype: float64, 78079: const     0.011728
vwretd    0.479809
dtype: float64, 78080: const    -0.049972
vwretd    3.111783
dtype: float64, 78081: const     0.001323
vwretd    1.515817
dtype: float64, 78082: const     0.003315
vwretd    0.790257
dtype: float64, 78083: const     0.015465
vwretd    2.012566
dtype: float64, 78084: const     0.005647
vwretd    0.013637
dtype: float64, 78085: const    -0.004948
vwretd    0.769791
dtype: float64, 78086: const     0.004577
vwretd    0.059584
dtype: float64, 78087: const     0.009304
vwretd    1.269831
dtype: float64, 78088: const     0.006485
vwretd    0.036467
dtype: float64, 78089: const     0.005670
vwretd    0.673197
dtype: float64, 78090: const     0.000691
vwretd    0.907287
dtype: float64, 78091: const    -0.017444
vwretd    0.928957
dtype: float64, 78093: const     0.005290
vwretd    0.047598
dtype: float64, 78094: const     0.004591
vwretd    0.009575
dtype: float64, 78095: const     0.010329
vwretd    0.631598
dtype: float64, 78096: const    -0.018580
vwretd    1.325709
dtype: float64, 78097: const    -0.002106
vwretd    2.200332
dtype: float64, 78098: const    -0.120556
vwretd   -1.195268
dtype: float64, 78099: const    -0.044788
vwretd    3.273536
dtype: float64, 78100: const     0.035868
vwretd    0.550045
dtype: float64, 78101: const    -0.001771
vwretd    1.657402
dtype: float64, 78102: const     0.011301
vwretd    0.772582
dtype: float64, 78103: const    -0.012593
vwretd    1.921584
dtype: float64, 78104: const     0.051630
vwretd    0.327554
dtype: float64, 78105: const    -0.050712
vwretd    2.877803
dtype: float64, 78106: const     0.011172
vwretd    2.611956
dtype: float64, 78107: const     0.003202
vwretd    0.114066
dtype: float64, 78108: const    -0.001989
vwretd    0.038268
dtype: float64, 78109: const     0.005876
vwretd    0.048054
dtype: float64, 78110: const     0.004997
vwretd    0.072775
dtype: float64, 78111: const     0.001733
vwretd    1.569784
dtype: float64, 78112: const     0.011990
vwretd    0.794554
dtype: float64, 78113: const    -0.012728
vwretd    0.533722
dtype: float64, 78114: const    -0.121375
vwretd    2.911779
dtype: float64, 78116: const     0.004641
vwretd    1.684936
dtype: float64, 78117: const     0.001853
vwretd    0.300924
dtype: float64, 78119: const     0.002245
vwretd    0.758266
dtype: float64, 78120: const     0.008242
vwretd    2.863216
dtype: float64, 78121: const    -0.001214
vwretd    0.997106
dtype: float64, 78122: const    -0.065743
vwretd    0.641786
dtype: float64, 78123: const    -0.006140
vwretd    0.421693
dtype: float64, 78124: const     0.139553
vwretd    5.237039
dtype: float64, 78131: const    -0.073002
vwretd    4.545316
dtype: float64, 78132: const    -0.014030
vwretd    0.347481
dtype: float64, 78133: const     0.028722
vwretd    0.244517
dtype: float64, 78134: const     0.018826
vwretd    2.476718
dtype: float64, 78135: const     0.033205
vwretd    1.036370
dtype: float64, 78136: const    -0.042883
vwretd    0.160747
dtype: float64, 78137: const     0.001551
vwretd    0.925482
dtype: float64, 78139: const     0.000744
vwretd    1.750987
dtype: float64, 78140: const     0.001495
vwretd    2.052700
dtype: float64, 78145: const    -0.011979
vwretd    3.501031
dtype: float64, 78146: const    -0.005369
vwretd    2.756632
dtype: float64, 78147: const     0.002661
vwretd    1.502931
dtype: float64, 78148: const    -0.047090
vwretd   -0.057955
dtype: float64, 78150: const    -0.024686
vwretd    0.618456
dtype: float64, 78151: const     0.013964
vwretd    0.687913
dtype: float64, 78152: const    -0.007836
vwretd    1.265460
dtype: float64, 78154: const    -0.029899
vwretd   -0.304515
dtype: float64, 78155: const     0.007576
vwretd    0.271648
dtype: float64, 78156: const     0.011046
vwretd    0.670657
dtype: float64, 78157: const     0.006640
vwretd    1.107095
dtype: float64, 78158: const     0.029151
vwretd    0.733189
dtype: float64, 78159: const     0.087111
vwretd    1.149880
dtype: float64, 78161: const     0.035101
vwretd    0.546937
dtype: float64, 78163: const    -0.056689
vwretd    0.341121
dtype: float64, 78164: const    -0.064058
vwretd   -1.485554
dtype: float64, 78165: const     0.027521
vwretd    1.143104
dtype: float64, 78166: const     0.031496
vwretd    1.831113
dtype: float64, 78167: const     0.035023
vwretd    0.246114
dtype: float64, 78168: const     0.013274
vwretd    1.786579
dtype: float64, 78170: const     0.007649
vwretd    2.182491
dtype: float64, 78171: const     0.001119
vwretd    0.228627
dtype: float64, 78172: const    -0.005831
vwretd    1.414138
dtype: float64, 78175: const     0.030071
vwretd    0.470276
dtype: float64, 78176: const    -0.028730
vwretd    1.085433
dtype: float64, 78177: const    -0.026876
vwretd    0.243685
dtype: float64, 78179: const     0.008635
vwretd    2.995593
dtype: float64, 78180: const     0.001792
vwretd    1.688890
dtype: float64, 78184: const    -0.027193
vwretd    1.797500
dtype: float64, 78186: const    -0.011119
vwretd    1.402111
dtype: float64, 78187: const    -0.008271
vwretd    3.877074
dtype: float64, 78188: const     0.016680
vwretd   -2.053129
dtype: float64, 78189: const    -0.004010
vwretd    0.994483
dtype: float64, 78191: const     0.068187
vwretd   -0.377076
dtype: float64, 78192: const     0.021724
vwretd    1.999713
dtype: float64, 78193: const     0.013220
vwretd    1.119129
dtype: float64, 78194: const    -0.061562
vwretd    0.539834
dtype: float64, 78195: const     0.006994
vwretd    0.290644
dtype: float64, 78197: const     0.007918
vwretd    0.758123
dtype: float64, 78198: const    -0.014370
vwretd    0.631432
dtype: float64, 78200: const     0.011606
vwretd    1.084345
dtype: float64, 78201: const    -0.003887
vwretd    2.232230
dtype: float64, 78202: const    -0.063386
vwretd    2.963854
dtype: float64, 78203: const    -0.011258
vwretd    1.746322
dtype: float64, 78204: const     0.022607
vwretd    0.312349
dtype: float64, 78207: const     0.017225
vwretd    0.315466
dtype: float64, 78208: const    -0.003105
vwretd    1.873040
dtype: float64, 78209: const     0.006168
vwretd    1.237538
dtype: float64, 78210: const     0.010974
vwretd    0.661088
dtype: float64, 78211: const     0.013515
vwretd    0.790937
dtype: float64, 78212: const     0.011046
vwretd    0.473051
dtype: float64, 78213: const     0.003408
vwretd    0.846344
dtype: float64, 78214: const     0.007136
vwretd    1.033992
dtype: float64, 78215: const     0.022073
vwretd    1.216612
dtype: float64, 78216: const    -0.002554
vwretd    0.592171
dtype: float64, 78217: const     0.002703
vwretd    0.750080
dtype: float64, 78219: const    -0.005553
vwretd    1.787957
dtype: float64, 78220: const    -0.020302
vwretd    2.555303
dtype: float64, 78221: const    -0.009221
vwretd    1.704752
dtype: float64, 78222: const     0.005834
vwretd    1.484768
dtype: float64, 78223: const     0.009281
vwretd    0.382518
dtype: float64, 78225: const    -0.003303
vwretd    0.204151
dtype: float64, 78226: const     0.033707
vwretd    1.311473
dtype: float64, 78227: const    -0.015669
vwretd    0.731089
dtype: float64, 78229: const    -0.010774
vwretd    1.176155
dtype: float64, 78230: const    -0.029927
vwretd    0.290547
dtype: float64, 78231: const     0.015136
vwretd    0.808300
dtype: float64, 78232: const    -0.129166
vwretd    2.036535
dtype: float64, 78233: const    -0.000671
vwretd    0.419643
dtype: float64, 78234: const    -0.074626
vwretd    1.544039
dtype: float64, 78235: const    -0.067583
vwretd    0.565840
dtype: float64, 78236: const    -0.010460
vwretd    1.181726
dtype: float64, 78239: const     0.010882
vwretd    0.250182
dtype: float64, 78240: const    -0.003062
vwretd   -0.086385
dtype: float64, 78242: const     0.020352
vwretd    0.883546
dtype: float64, 78243: const    -0.021457
vwretd    0.385528
dtype: float64, 78244: const    -0.038969
vwretd   -1.228447
dtype: float64, 78246: const    -0.047912
vwretd   -1.697346
dtype: float64, 78247: const    -0.025206
vwretd    0.071358
dtype: float64, 78248: const     0.025105
vwretd    1.214831
dtype: float64, 78249: const     0.022151
vwretd   -0.674030
dtype: float64, 78250: const    -0.153712
vwretd    2.145431
dtype: float64, 78252: const    -0.005812
vwretd    0.172554
dtype: float64, 78254: const    -0.057166
vwretd   -1.901730
dtype: float64, 78255: const     0.009340
vwretd    0.408901
dtype: float64, 78257: const    -0.033510
vwretd    0.395258
dtype: float64, 78258: const     0.078443
vwretd    1.812543
dtype: float64, 78259: const    -0.039612
vwretd    0.548158
dtype: float64, 78261: const    -0.005486
vwretd    0.141829
dtype: float64, 78263: const     0.001664
vwretd    0.787615
dtype: float64, 78264: const    -0.051316
vwretd   -0.061067
dtype: float64, 78265: const    -0.031255
vwretd    1.357058
dtype: float64, 78268: const     0.011790
vwretd    1.453397
dtype: float64, 78269: const    -0.033360
vwretd    0.724496
dtype: float64, 78270: const    -0.025315
vwretd    1.444832
dtype: float64, 78271: const    -0.000035
vwretd    0.397816
dtype: float64, 78272: const     0.037744
vwretd    0.072972
dtype: float64, 78274: const    -0.077079
vwretd   -0.626428
dtype: float64, 78277: const    -0.015171
vwretd    0.978274
dtype: float64, 78280: const    -0.030521
vwretd    2.385177
dtype: float64, 78283: const     0.005684
vwretd    1.168737
dtype: float64, 78287: const      0.117465
vwretd    17.545644
dtype: float64, 78288: const    -0.113933
vwretd   -1.984454
dtype: float64, 78289: const     0.024547
vwretd    0.878656
dtype: float64, 78290: const    -0.001096
vwretd    0.489014
dtype: float64, 78291: const     0.117308
vwretd   -2.364704
dtype: float64, 78293: const    -0.078872
vwretd   -0.111779
dtype: float64, 78294: const    -0.020178
vwretd   -0.851383
dtype: float64, 78295: const    -0.028823
vwretd    0.058825
dtype: float64, 78297: const     0.021242
vwretd   -3.345018
dtype: float64, 78298: const     0.002417
vwretd    0.845106
dtype: float64, 78299: const     0.007422
vwretd    1.209358
dtype: float64, 78300: const    -0.001133
vwretd    0.770573
dtype: float64, 78301: const    -0.008628
vwretd   -0.099976
dtype: float64, 78302: const     0.043477
vwretd   -0.002363
dtype: float64, 78303: const    -0.020371
vwretd    0.653086
dtype: float64, 78304: const    -0.020946
vwretd   -1.911549
dtype: float64, 78305: const    -0.096263
vwretd   -0.521221
dtype: float64, 78307: const     0.013542
vwretd    0.718953
dtype: float64, 78308: const     0.022940
vwretd   -0.020874
dtype: float64, 78309: const     0.003063
vwretd    0.441106
dtype: float64, 78311: const    -0.023226
vwretd   -0.999475
dtype: float64, 78313: const    -0.029919
vwretd   -0.088109
dtype: float64, 78315: const    -0.089316
vwretd   -1.849799
dtype: float64, 78316: const     0.010086
vwretd    0.702364
dtype: float64, 78318: const     0.019436
vwretd    0.027584
dtype: float64, 78319: const     0.012215
vwretd    0.604842
dtype: float64, 78320: const    -0.093995
vwretd    1.800051
dtype: float64, 78321: const     0.021002
vwretd    1.152298
dtype: float64, 78322: const    -0.000488
vwretd   -0.066671
dtype: float64, 78323: const     0.029087
vwretd   -0.564440
dtype: float64, 78325: const    -0.072600
vwretd    0.182491
dtype: float64, 78327: const    -0.055166
vwretd    0.330178
dtype: float64, 78329: const    -0.057939
vwretd    0.506355
dtype: float64, 78332: const    -0.004297
vwretd    0.758040
dtype: float64, 78333: const    -0.010623
vwretd    0.746912
dtype: float64, 78334: const    -0.024765
vwretd    1.113553
dtype: float64, 78335: const     0.022554
vwretd    1.919994
dtype: float64, 78336: const     0.002253
vwretd    0.666010
dtype: float64, 78337: const     0.011378
vwretd    0.878775
dtype: float64, 78338: const    -0.030200
vwretd    0.478521
dtype: float64, 78340: const    -0.024350
vwretd    2.599589
dtype: float64, 78341: const    -0.015564
vwretd    2.095174
dtype: float64, 78342: const     0.01163
vwretd   -0.12060
dtype: float64, 78343: const     0.030886
vwretd    0.250265
dtype: float64, 78344: const     0.014246
vwretd   -1.001385
dtype: float64, 78345: const    -0.031501
vwretd    0.763212
dtype: float64, 78346: const    -0.099722
vwretd    1.138794
dtype: float64, 78348: const    -0.000790
vwretd   -0.591864
dtype: float64, 78349: const    -0.002431
vwretd    1.553681
dtype: float64, 78350: const     0.015381
vwretd    0.389080
dtype: float64, 78351: const    -0.064696
vwretd   -0.045822
dtype: float64, 78354: const    -0.034602
vwretd    1.857770
dtype: float64, 78355: const    -0.101430
vwretd    0.533149
dtype: float64, 78356: const    -0.075105
vwretd    0.928439
dtype: float64, 78358: const    -0.054947
vwretd   -0.227958
dtype: float64, 78360: const    -0.009671
vwretd    0.001956
dtype: float64, 78361: const    -0.002550
vwretd    1.325985
dtype: float64, 78362: const    -0.074746
vwretd    0.486932
dtype: float64, 78363: const    -0.010160
vwretd    0.547064
dtype: float64, 78364: const    -0.025142
vwretd   -1.018087
dtype: float64, 78365: const     0.013653
vwretd   -0.000593
dtype: float64, 78366: const    -0.088274
vwretd    1.810484
dtype: float64, 78369: const    -0.073739
vwretd   -0.518765
dtype: float64, 78371: const    -0.057562
vwretd    1.711466
dtype: float64, 78373: const    -0.017063
vwretd   -0.147189
dtype: float64, 78374: const    -0.017262
vwretd    0.239880
dtype: float64, 78375: const    -0.024447
vwretd    0.073414
dtype: float64, 78377: const    -0.020466
vwretd    0.492991
dtype: float64, 78379: const    -0.013865
vwretd    0.118709
dtype: float64, 78380: const     0.054201
vwretd   -9.452046
dtype: float64, 78381: const     0.039428
vwretd   -0.137543
dtype: float64, 78383: const     0.008255
vwretd    0.430608
dtype: float64, 78384: const    -0.037831
vwretd    0.255588
dtype: float64, 78386: const    -0.040341
vwretd    0.680418
dtype: float64, 78387: const     0.011498
vwretd    0.768824
dtype: float64, 78388: const     0.008278
vwretd    0.357350
dtype: float64, 78389: const    -0.004338
vwretd    0.836910
dtype: float64, 78391: const    -0.013809
vwretd    1.211782
dtype: float64, 78392: const    -0.08065
vwretd    0.75639
dtype: float64, 78393: const    -0.036045
vwretd    0.876089
dtype: float64, 78394: const     0.025377
vwretd    1.171604
dtype: float64, 78395: const     0.012153
vwretd    0.388734
dtype: float64, 78396: const    -0.037236
vwretd   -0.676658
dtype: float64, 78398: const    -0.083055
vwretd   -1.494746
dtype: float64, 78399: const    -0.074993
vwretd    0.642860
dtype: float64, 78400: const     0.000824
vwretd    0.612863
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vwretd   -2.179948
dtype: float64, 78403: const    -0.100385
vwretd    0.599330
dtype: float64, 78404: const    -0.008204
vwretd    0.996534
dtype: float64, 78405: const     0.005653
vwretd    1.049322
dtype: float64, 78406: const    -0.010764
vwretd    0.331527
dtype: float64, 78407: const     0.012149
vwretd    0.918908
dtype: float64, 78408: const     0.028616
vwretd   -0.028936
dtype: float64, 78410: const     0.002549
vwretd    0.973185
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vwretd    0.544896
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vwretd    0.965531
dtype: float64, 78413: const    -0.038664
vwretd    0.640413
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vwretd    0.802958
dtype: float64, 78415: const    -0.059262
vwretd    1.440336
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vwretd   -0.690435
dtype: float64, 78417: const    -0.009730
vwretd   -0.393103
dtype: float64, 78418: const     0.014088
vwretd    1.247293
dtype: float64, 78419: const    -0.073127
vwretd    1.695005
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vwretd    0.922132
dtype: float64, 78421: const    -0.019596
vwretd    5.968799
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vwretd   -0.052097
dtype: float64, 78425: const    -0.013558
vwretd    1.568164
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vwretd    1.079383
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vwretd    1.185581
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vwretd    2.072203
dtype: float64, 78431: const    -0.021801
vwretd   -0.698862
dtype: float64, 78432: const    -0.003306
vwretd    1.391405
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vwretd    0.478200
dtype: float64, 78434: const    -0.048564
vwretd    2.326703
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vwretd    2.157958
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vwretd    1.253917
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vwretd    3.176484
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vwretd    2.444887
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vwretd   -1.158087
dtype: float64, 78441: const    -0.002187
vwretd   -0.195201
dtype: float64, 78442: const    -0.032541
vwretd    2.380269
dtype: float64, 78443: const     0.017491
vwretd    0.982797
dtype: float64, 78444: const    -0.033585
vwretd    2.895116
dtype: float64, 78446: const    -0.042083
vwretd    2.005870
dtype: float64, 78447: const     0.006746
vwretd    0.763465
dtype: float64, 78448: const     0.000022
vwretd    1.763950
dtype: float64, 78449: const    -0.065024
vwretd    1.266596
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vwretd    0.927698
dtype: float64, 78451: const     0.001258
vwretd    1.298270
dtype: float64, 78452: const     0.004389
vwretd    0.932487
dtype: float64, 78453: const     0.015979
vwretd    1.843622
dtype: float64, 78454: const    -0.019275
vwretd    0.969938
dtype: float64, 78455: const    -0.018999
vwretd   -1.167882
dtype: float64, 78456: const    -0.042946
vwretd    1.078899
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vwretd    0.737943
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vwretd   -0.656713
dtype: float64, 78462: const    -0.010090
vwretd    0.272625
dtype: float64, 78464: const    -0.008858
vwretd    0.931936
dtype: float64, 78465: const    -0.013996
vwretd    0.222052
dtype: float64, 78466: const     0.000065
vwretd    1.065737
dtype: float64, 78467: const     0.008677
vwretd    0.177399
dtype: float64, 78468: const    -0.006475
vwretd    1.841170
dtype: float64, 78472: const    -0.106839
vwretd    1.785635
dtype: float64, 78473: const     0.005449
vwretd    1.024108
dtype: float64, 78474: const    -0.001155
vwretd    0.053067
dtype: float64, 78476: const    -0.058590
vwretd    1.810941
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vwretd    1.521697
dtype: float64, 78478: const    -0.001600
vwretd    0.667105
dtype: float64, 78480: const    -0.012896
vwretd    0.827771
dtype: float64, 78481: const     0.005654
vwretd    0.493519
dtype: float64, 78482: const     0.011888
vwretd    0.132586
dtype: float64, 78486: const    -0.027681
vwretd    1.027635
dtype: float64, 78487: const     0.004290
vwretd   -0.397389
dtype: float64, 78489: const    -0.021126
vwretd   -1.122663
dtype: float64, 78490: const    -0.023538
vwretd    0.391534
dtype: float64, 78491: const    -0.029145
vwretd    0.066593
dtype: float64, 78492: const     0.018307
vwretd   -0.519935
dtype: float64, 78493: const     0.017706
vwretd    0.503431
dtype: float64, 78494: const     0.009404
vwretd    0.218502
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vwretd    0.084771
dtype: float64, 78498: const     0.056541
vwretd   -0.576022
dtype: float64, 78499: const     0.023581
vwretd   -0.102320
dtype: float64, 78500: const    -0.032761
vwretd    0.096173
dtype: float64, 78501: const    -0.038718
vwretd    0.213599
dtype: float64, 78502: const     0.021727
vwretd   -0.771225
dtype: float64, 78503: const     0.008120
vwretd    0.560996
dtype: float64, 78504: const    -0.032362
vwretd    2.221177
dtype: float64, 78505: const    -0.012441
vwretd    0.874043
dtype: float64, 78506: const    -0.027950
vwretd    0.344807
dtype: float64, 78507: const    -0.006986
vwretd    0.361483
dtype: float64, 78508: const    -0.008508
vwretd    0.025406
dtype: float64, 78509: const    -0.077835
vwretd    1.397012
dtype: float64, 78510: const    -0.040467
vwretd    1.251573
dtype: float64, 78511: const     0.005491
vwretd    0.488643
dtype: float64, 78513: const     0.004220
vwretd    1.454013
dtype: float64, 78514: const    -0.163490
vwretd    0.724767
dtype: float64, 78518: const    -0.020890
vwretd    0.378647
dtype: float64, 78520: const    -0.012834
vwretd    0.293374
dtype: float64, 78521: const     0.00044
vwretd    3.25111
dtype: float64, 78523: const     0.147336
vwretd   -6.422365
dtype: float64, 78526: const    -0.040713
vwretd    0.222603
dtype: float64, 78527: const     0.002627
vwretd    1.478398
dtype: float64, 78529: const    -0.065803
vwretd    0.503768
dtype: float64, 78530: const     0.010652
vwretd    0.281385
dtype: float64, 78532: const    -0.012991
vwretd    0.393339
dtype: float64, 78533: const     0.024865
vwretd    0.276497
dtype: float64, 78534: const    -0.020010
vwretd    0.821897
dtype: float64, 78535: const    -0.008483
vwretd    0.561742
dtype: float64, 78536: const     0.016154
vwretd   -0.658596
dtype: float64, 78537: const     0.000740
vwretd    1.600635
dtype: float64, 78538: const    -0.071198
vwretd    0.031968
dtype: float64, 78539: const     0.014898
vwretd    0.049571
dtype: float64, 78540: const    -0.059932
vwretd    1.150324
dtype: float64, 78542: const    -0.098392
vwretd   -2.295840
dtype: float64, 78543: const    -0.032461
vwretd    0.951325
dtype: float64, 78544: const    -0.065194
vwretd    1.155924
dtype: float64, 78545: const     0.003579
vwretd    1.364606
dtype: float64, 78546: const     0.032625
vwretd    0.036356
dtype: float64, 78547: const    -0.172268
vwretd    6.408245
dtype: float64, 78550: const    -0.022802
vwretd    0.150667
dtype: float64, 78552: const     0.007428
vwretd   -0.038120
dtype: float64, 78553: const     0.008804
vwretd   -0.263235
dtype: float64, 78554: const     0.016217
vwretd    0.250951
dtype: float64, 78558: const     0.009908
vwretd    0.400901
dtype: float64, 78560: const     0.026160
vwretd    0.678616
dtype: float64, 78561: const    -0.009113
vwretd    1.241495
dtype: float64, 78562: const    -0.002177
vwretd    0.415768
dtype: float64, 78565: const     0.001474
vwretd    1.642682
dtype: float64, 78567: const    -0.024148
vwretd    1.776953
dtype: float64, 78568: const     0.010295
vwretd    1.382159
dtype: float64, 78569: const     0.001228
vwretd    1.080701
dtype: float64, 78571: const    -0.014893
vwretd    1.114361
dtype: float64, 78572: const     0.028367
vwretd    0.196911
dtype: float64, 78573: const    -0.030490
vwretd    0.858099
dtype: float64, 78576: const    -0.002013
vwretd    1.081778
dtype: float64, 78578: const     0.002022
vwretd    0.813942
dtype: float64, 78580: const     0.031545
vwretd    1.045936
dtype: float64, 78582: const     0.007131
vwretd    0.248637
dtype: float64, 78583: const    -0.091575
vwretd    1.506182
dtype: float64, 78584: const     0.021629
vwretd    0.462402
dtype: float64, 78586: const    -0.020929
vwretd    0.899645
dtype: float64, 78588: const     0.006302
vwretd    0.326433
dtype: float64, 78589: const    -0.015524
vwretd    0.305306
dtype: float64, 78592: const    -0.000244
vwretd    1.055916
dtype: float64, 78594: const     0.005884
vwretd    0.594424
dtype: float64, 78595: const     0.003544
vwretd    1.989436
dtype: float64, 78596: const     0.022170
vwretd    1.830628
dtype: float64, 78597: const     0.014317
vwretd    0.630568
dtype: float64, 78598: const    -0.029966
vwretd    0.078580
dtype: float64, 78599: const     0.014566
vwretd    0.431715
dtype: float64, 78600: const    -0.051742
vwretd    2.085497
dtype: float64, 78601: const    -0.113069
vwretd    0.710279
dtype: float64, 78603: const    -0.057795
vwretd    0.834164
dtype: float64, 78606: const     0.011020
vwretd    1.099221
dtype: float64, 78607: const    -0.013805
vwretd    1.090481
dtype: float64, 78608: const    -0.000048
vwretd    0.929295
dtype: float64, 78609: const    -0.220126
vwretd   -0.174483
dtype: float64, 78610: const     0.005317
vwretd    0.875335
dtype: float64, 78611: const    -0.041750
vwretd   -0.160106
dtype: float64, 78612: const    -0.030122
vwretd    0.809510
dtype: float64, 78615: const    -0.033890
vwretd   -0.447152
dtype: float64, 78617: const    -0.161473
vwretd    0.975970
dtype: float64, 78618: const    -0.018924
vwretd    0.443730
dtype: float64, 78619: const    -0.091314
vwretd    1.038133
dtype: float64, 78620: const    -0.003654
vwretd    0.318859
dtype: float64, 78622: const     0.005638
vwretd    0.163335
dtype: float64, 78623: const    -0.052114
vwretd   -0.023764
dtype: float64, 78624: const    -0.075489
vwretd    0.823501
dtype: float64, 78625: const     0.041690
vwretd    0.919486
dtype: float64, 78626: const    -0.027436
vwretd    1.465771
dtype: float64, 78627: const     0.000753
vwretd    2.850846
dtype: float64, 78629: const     0.007301
vwretd    1.150982
dtype: float64, 78630: const     0.011185
vwretd    0.694499
dtype: float64, 78631: const     0.028882
vwretd   -1.867597
dtype: float64, 78632: const    -0.025496
vwretd    0.277136
dtype: float64, 78633: const    -0.102281
vwretd    1.060569
dtype: float64, 78634: const     0.046340
vwretd    0.242841
dtype: float64, 78635: const    -0.070985
vwretd   -1.330367
dtype: float64, 78638: const     0.010946
vwretd    1.859165
dtype: float64, 78642: const    -0.006770
vwretd    0.418958
dtype: float64, 78643: const    -0.057702
vwretd    3.944181
dtype: float64, 78645: const    -0.006490
vwretd    1.269628
dtype: float64, 78646: const     0.045397
vwretd   -0.649665
dtype: float64, 78647: const    -0.014836
vwretd   -0.043967
dtype: float64, 78649: const    -0.028065
vwretd    0.126015
dtype: float64, 78650: const    -0.019231
vwretd   -0.203977
dtype: float64, 78652: const     0.019743
vwretd    0.194369
dtype: float64, 78655: const    -0.081013
vwretd    1.382250
dtype: float64, 78656: const    -0.005424
vwretd   -0.993685
dtype: float64, 78658: const    -0.049086
vwretd   -1.517903
dtype: float64, 78660: const    -0.027572
vwretd   -1.337901
dtype: float64, 78661: const    -0.029193
vwretd    0.621019
dtype: float64, 78662: const    -0.019498
vwretd   -1.075912
dtype: float64, 78663: const    -0.033909
vwretd    0.619355
dtype: float64, 78664: const     0.009072
vwretd    1.651521
dtype: float64, 78665: const    -0.054740
vwretd   -1.407294
dtype: float64, 78666: const     0.06941
vwretd    2.95548
dtype: float64, 78667: const     0.014641
vwretd    1.011628
dtype: float64, 78668: const     0.010298
vwretd   -0.002706
dtype: float64, 78669: const     0.033888
vwretd   -0.327040
dtype: float64, 78670: const    -0.018546
vwretd    0.663916
dtype: float64, 78671: const    -0.000667
vwretd    0.958512
dtype: float64, 78673: const     0.001039
vwretd    0.404626
dtype: float64, 78674: const     0.072475
vwretd   -0.555165
dtype: float64, 78675: const     0.026471
vwretd    0.477261
dtype: float64, 78677: const    -0.044395
vwretd    2.273017
dtype: float64, 78679: const    -0.033046
vwretd    0.143644
dtype: float64, 78680: const    -0.179952
vwretd    2.241989
dtype: float64, 78682: const    -0.021964
vwretd    1.990144
dtype: float64, 78686: const    -0.011096
vwretd    0.054455
dtype: float64, 78687: const     0.011840
vwretd   -0.402116
dtype: float64, 78688: const    -0.004378
vwretd    1.490969
dtype: float64, 78689: const     0.016280
vwretd    1.134537
dtype: float64, 78690: const     0.005078
vwretd    1.470355
dtype: float64, 78691: const     0.022714
vwretd   -0.163449
dtype: float64, 78692: const     0.052039
vwretd   -0.797116
dtype: float64, 78693: const     0.008976
vwretd    0.484528
dtype: float64, 78694: const    -0.005114
vwretd    1.625562
dtype: float64, 78695: const    -0.022501
vwretd    0.993027
dtype: float64, 78696: const    -0.088509
vwretd    1.250208
dtype: float64, 78698: const     0.020469
vwretd    0.957582
dtype: float64, 78699: const     0.024792
vwretd   -0.698940
dtype: float64, 78701: const     0.013279
vwretd    1.372500
dtype: float64, 78702: const    -0.030965
vwretd    1.218305
dtype: float64, 78703: const     0.028319
vwretd    0.172901
dtype: float64, 78704: const    -0.007455
vwretd    1.828405
dtype: float64, 78705: const     0.020114
vwretd    0.527831
dtype: float64, 78706: const     0.015457
vwretd    0.941533
dtype: float64, 78708: const    -0.017391
vwretd   -1.827153
dtype: float64, 78709: const     0.163538
vwretd   -3.024780
dtype: float64, 78711: const     0.016962
vwretd    1.481237
dtype: float64, 78712: const     0.002856
vwretd    1.372693
dtype: float64, 78713: const     0.002387
vwretd   -0.465622
dtype: float64, 78714: const    -0.048710
vwretd   -0.696932
dtype: float64, 78716: const    -0.051392
vwretd    0.226455
dtype: float64, 78717: const     0.012707
vwretd    0.911896
dtype: float64, 78718: const    -0.018233
vwretd    0.680496
dtype: float64, 78719: const    -0.058120
vwretd    0.050196
dtype: float64, 78720: const    -0.073535
vwretd    2.098900
dtype: float64, 78721: const     0.008672
vwretd    0.414266
dtype: float64, 78723: const     0.012775
vwretd    0.248652
dtype: float64, 78724: const    -0.000777
vwretd    0.785036
dtype: float64, 78725: const    -0.035985
vwretd    1.013528
dtype: float64, 78726: const    -0.005392
vwretd    1.392782
dtype: float64, 78727: const    -0.167478
vwretd    0.807870
dtype: float64, 78728: const    -0.058588
vwretd   -1.341108
dtype: float64, 78729: const    -0.015266
vwretd    0.774504
dtype: float64, 78730: const    -0.011509
vwretd   -0.451394
dtype: float64, 78731: const    -0.418746
vwretd    4.297896
dtype: float64, 78732: const    -0.071529
vwretd    2.070761
dtype: float64, 78733: const    -0.002900
vwretd    2.624129
dtype: float64, 78734: const     0.012925
vwretd    2.305201
dtype: float64, 78736: const    -0.009315
vwretd    0.455674
dtype: float64, 78737: const     0.004199
vwretd    1.262072
dtype: float64, 78738: const    -0.046257
vwretd   -1.168845
dtype: float64, 78741: const    -0.014231
vwretd    1.080905
dtype: float64, 78743: const    -0.003587
vwretd    1.542040
dtype: float64, 78744: const    -0.047903
vwretd    1.828181
dtype: float64, 78745: const     0.012866
vwretd    0.955959
dtype: float64, 78746: const     0.013882
vwretd    0.557988
dtype: float64, 78749: const     0.002276
vwretd    1.013331
dtype: float64, 78751: const     0.001685
vwretd    0.899770
dtype: float64, 78752: const    -0.000699
vwretd    0.794827
dtype: float64, 78753: const     0.035777
vwretd    1.311511
dtype: float64, 78754: const    -0.022652
vwretd    2.721892
dtype: float64, 78756: const     0.000502
vwretd    0.791743
dtype: float64, 78758: const     0.007724
vwretd    0.568207
dtype: float64, 78759: const    -0.000393
vwretd    1.325491
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vwretd    0.834406
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vwretd    0.999056
dtype: float64, 78764: const    -0.015619
vwretd    1.715078
dtype: float64, 78765: const    -0.000790
vwretd    0.474482
dtype: float64, 78766: const    -0.024675
vwretd    2.614947
dtype: float64, 78767: const    -0.032695
vwretd    1.850094
dtype: float64, 78769: const     0.004008
vwretd    0.394723
dtype: float64, 78771: const     0.022539
vwretd    0.385333
dtype: float64, 78772: const     0.030278
vwretd   -1.082051
dtype: float64, 78773: const     0.006060
vwretd    0.666366
dtype: float64, 78774: const     0.013674
vwretd    0.515606
dtype: float64, 78775: const    -0.009114
vwretd    1.917209
dtype: float64, 78776: const     0.018213
vwretd    0.969738
dtype: float64, 78777: const    -0.004517
vwretd    0.179717
dtype: float64, 78780: const     0.004029
vwretd    1.924385
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vwretd    0.746221
dtype: float64, 78783: const     0.016437
vwretd    0.475592
dtype: float64, 78785: const    -0.004000
vwretd    1.909131
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vwretd    0.952611
dtype: float64, 78787: const     0.002022
vwretd    0.492992
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vwretd    1.115145
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vwretd    1.023880
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vwretd    6.461599
dtype: float64, 78791: const    -0.021056
vwretd    0.194474
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vwretd    0.798349
dtype: float64, 78793: const    -0.013244
vwretd    0.879335
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vwretd    0.058372
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vwretd    0.351535
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vwretd    1.385849
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vwretd    0.383593
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vwretd    0.084793
dtype: float64, 78799: const    -0.003163
vwretd    0.516965
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vwretd    0.786403
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vwretd    0.095273
dtype: float64, 78802: const     0.025619
vwretd    1.663117
dtype: float64, 78803: const    -0.006653
vwretd    0.754431
dtype: float64, 78804: const     0.003498
vwretd    0.938730
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vwretd    0.144179
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vwretd    0.087998
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vwretd    0.082592
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vwretd    0.075020
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vwretd    1.400902
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vwretd   -0.390415
dtype: float64, 78814: const    -0.034691
vwretd    0.411190
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vwretd    1.979604
dtype: float64, 78816: const    -0.002639
vwretd    0.446928
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vwretd    1.277636
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vwretd    0.858990
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vwretd    0.082364
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vwretd    2.770995
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vwretd    2.563957
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vwretd    1.330678
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vwretd    0.237090
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vwretd    0.669180
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vwretd    1.697032
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vwretd    0.218883
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vwretd    0.346107
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vwretd    0.539424
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vwretd    0.429602
dtype: float64, 78831: const    -0.011660
vwretd   -0.124531
dtype: float64, 78832: const     0.013913
vwretd   -0.250161
dtype: float64, 78833: const     0.012830
vwretd    0.309727
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vwretd    0.030014
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vwretd   -2.416293
dtype: float64, 78836: const    -0.001775
vwretd    1.129137
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vwretd    0.320970
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vwretd    0.784078
dtype: float64, 78839: const    -0.048889
vwretd    1.547897
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vwretd    1.135830
dtype: float64, 78841: const    -0.002403
vwretd    1.327610
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vwretd    0.068545
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vwretd    1.880378
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vwretd    0.728987
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vwretd    0.529318
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vwretd   -0.057111
dtype: float64, 78847: const     0.007123
vwretd    1.499580
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vwretd    0.312777
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vwretd   -0.151589
dtype: float64, 78850: const     0.016618
vwretd    0.515602
dtype: float64, 78851: const    -0.008606
vwretd    1.134341
dtype: float64, 78852: const     0.004802
vwretd    0.089180
dtype: float64, 78853: const    -0.099656
vwretd    1.011083
dtype: float64, 78854: const     0.003262
vwretd    0.165999
dtype: float64, 78855: const     0.003364
vwretd    0.460174
dtype: float64, 78856: const     0.004581
vwretd    0.082901
dtype: float64, 78857: const    -0.059965
vwretd    4.285032
dtype: float64, 78858: const     0.002090
vwretd    0.369048
dtype: float64, 78859: const     0.016650
vwretd    0.165706
dtype: float64, 78860: const    -0.018302
vwretd    0.396910
dtype: float64, 78862: const     0.009169
vwretd    0.399157
dtype: float64, 78863: const     0.004239
vwretd    0.252657
dtype: float64, 78864: const     0.024662
vwretd    0.571109
dtype: float64, 78866: const    -0.024005
vwretd    8.884479
dtype: float64, 78867: const     0.008477
vwretd    0.551506
dtype: float64, 78868: const    -0.011868
vwretd    1.973809
dtype: float64, 78869: const    -0.038503
vwretd    1.955866
dtype: float64, 78870: const     0.033649
vwretd   -0.098937
dtype: float64, 78871: const    -0.113724
vwretd   -0.906419
dtype: float64, 78872: const    -0.006150
vwretd    1.617799
dtype: float64, 78873: const    -0.019513
vwretd   -0.520843
dtype: float64, 78875: const     0.011829
vwretd    1.819933
dtype: float64, 78876: const     0.009570
vwretd    0.992005
dtype: float64, 78877: const     0.000321
vwretd    1.255478
dtype: float64, 78879: const     0.010889
vwretd    1.348998
dtype: float64, 78880: const     0.016403
vwretd    0.753811
dtype: float64, 78881: const     0.016595
vwretd    0.896112
dtype: float64, 78882: const     0.101716
vwretd   -1.494818
dtype: float64, 78883: const    -0.062217
vwretd    1.421656
dtype: float64, 78884: const    -0.025114
vwretd    0.789524
dtype: float64, 78885: const     0.026538
vwretd    0.218939
dtype: float64, 78886: const     0.004364
vwretd   -0.043559
dtype: float64, 78887: const    -0.015409
vwretd    4.849342
dtype: float64, 78888: const    -0.095385
vwretd    2.322715
dtype: float64, 78889: const     0.011266
vwretd    1.351556
dtype: float64, 78890: const     0.019964
vwretd    2.836830
dtype: float64, 78891: const     0.002344
vwretd    0.354216
dtype: float64, 78892: const    -0.005651
vwretd    1.185901
dtype: float64, 78893: const    -0.112592
vwretd   -1.182437
dtype: float64, 78894: const    -0.000764
vwretd    1.733941
dtype: float64, 78895: const     0.008297
vwretd    0.533278
dtype: float64, 78896: const     0.011913
vwretd    1.158684
dtype: float64, 78897: const    -0.007223
vwretd    1.610591
dtype: float64, 78898: const    -0.061526
vwretd    0.521069
dtype: float64, 78899: const    -0.163257
vwretd    2.204271
dtype: float64, 78900: const     0.007778
vwretd    0.369002
dtype: float64, 78901: const     0.001487
vwretd    1.827908
dtype: float64, 78902: const     0.019495
vwretd    0.066197
dtype: float64, 78903: const     0.003983
vwretd    0.753935
dtype: float64, 78904: const    -0.016821
vwretd    1.481499
dtype: float64, 78905: const     0.010167
vwretd    0.891695
dtype: float64, 78906: const    -0.013321
vwretd    0.210513
dtype: float64, 78907: const     0.063476
vwretd    0.178408
dtype: float64, 78908: const     0.004419
vwretd    0.913345
dtype: float64, 78910: const     0.012109
vwretd    1.965695
dtype: float64, 78911: const    -0.083280
vwretd    3.156081
dtype: float64, 78912: const    -0.009301
vwretd    0.527241
dtype: float64, 78913: const    -0.089311
vwretd   -0.265290
dtype: float64, 78914: const     0.003607
vwretd    2.153192
dtype: float64, 78915: const    -0.000534
vwretd    1.226662
dtype: float64, 78916: const     0.007854
vwretd    0.654625
dtype: float64, 78917: const    -0.091030
vwretd   -0.168245
dtype: float64, 78918: const    -0.018059
vwretd    1.153835
dtype: float64, 78919: const    -0.024611
vwretd    0.923734
dtype: float64, 78920: const     0.002798
vwretd    0.557915
dtype: float64, 78922: const     0.006146
vwretd    0.099683
dtype: float64, 78923: const    -0.044787
vwretd    1.053148
dtype: float64, 78924: const     0.009853
vwretd    0.608124
dtype: float64, 78925: const    -0.007682
vwretd   -0.005044
dtype: float64, 78927: const    -0.000078
vwretd    1.210761
dtype: float64, 78928: const    -0.001962
vwretd    0.655609
dtype: float64, 78931: const     0.007725
vwretd    0.367164
dtype: float64, 78932: const     0.002454
vwretd    0.565425
dtype: float64, 78933: const    -0.021506
vwretd    0.894036
dtype: float64, 78934: const    -0.030329
vwretd    1.899220
dtype: float64, 78935: const     0.003523
vwretd    0.086886
dtype: float64, 78936: const     0.004349
vwretd    0.153924
dtype: float64, 78937: const    -0.038105
vwretd    0.611183
dtype: float64, 78938: const     0.00516
vwretd    0.06559
dtype: float64, 78939: const     0.000680
vwretd    0.258185
dtype: float64, 78940: const     0.002700
vwretd    0.229522
dtype: float64, 78941: const     0.002122
vwretd    2.425825
dtype: float64, 78942: const     0.004787
vwretd    0.146565
dtype: float64, 78943: const     0.003188
vwretd    0.141433
dtype: float64, 78944: const     0.003883
vwretd    0.068710
dtype: float64, 78945: const     0.003555
vwretd    0.154034
dtype: float64, 78946: const    -0.008081
vwretd    2.056952
dtype: float64, 78947: const     0.008629
vwretd    0.487414
dtype: float64, 78948: const     0.00713
vwretd   -0.05328
dtype: float64, 78949: const     0.013017
vwretd    0.684255
dtype: float64, 78950: const     0.004968
vwretd    0.813924
dtype: float64, 78951: const     0.007217
vwretd    0.621501
dtype: float64, 78952: const    -0.025800
vwretd    1.266108
dtype: float64, 78953: const     0.018135
vwretd    0.655024
dtype: float64, 78954: const     0.024722
vwretd   -0.098668
dtype: float64, 78955: const     0.001464
vwretd    1.198819
dtype: float64, 78956: const     0.009922
vwretd    0.689973
dtype: float64, 78957: const    -0.000196
vwretd    1.035315
dtype: float64, 78958: const     0.054755
vwretd    1.571096
dtype: float64, 78959: const     0.016612
vwretd    1.142789
dtype: float64, 78960: const    -0.007584
vwretd    1.171468
dtype: float64, 78961: const    -0.010238
vwretd   -0.093843
dtype: float64, 78962: const    -0.169534
vwretd    3.557534
dtype: float64, 78963: const     0.007776
vwretd    1.531867
dtype: float64, 78964: const    -0.043764
vwretd    2.600698
dtype: float64, 78965: const     0.001051
vwretd    1.707006
dtype: float64, 78967: const     0.035297
vwretd    2.456524
dtype: float64, 78968: const     0.003788
vwretd    1.080897
dtype: float64, 78969: const     0.044407
vwretd   -0.494494
dtype: float64, 78970: const     0.013778
vwretd    2.478534
dtype: float64, 78971: const    -0.008427
vwretd    1.470825
dtype: float64, 78972: const     0.014042
vwretd    0.673585
dtype: float64, 78973: const     0.008861
vwretd    1.168215
dtype: float64, 78974: const    -0.025632
vwretd    0.352315
dtype: float64, 78975: const     0.011099
vwretd    1.207331
dtype: float64, 78976: const     0.008510
vwretd    0.742962
dtype: float64, 78977: const     0.013020
vwretd    0.759987
dtype: float64, 78978: const    -0.016461
vwretd    0.985011
dtype: float64, 78979: const     0.014062
vwretd    0.619584
dtype: float64, 78980: const    -0.027639
vwretd    0.571815
dtype: float64, 78981: const     0.010333
vwretd    0.703681
dtype: float64, 78982: const     0.011456
vwretd    0.201533
dtype: float64, 78983: const    -0.056424
vwretd    2.338334
dtype: float64, 78984: const     0.054039
vwretd    1.928943
dtype: float64, 78985: const     0.004246
vwretd    0.487454
dtype: float64, 78986: const     0.002986
vwretd    0.463721
dtype: float64, 78987: const     0.008523
vwretd    1.383872
dtype: float64, 78988: const     0.002079
vwretd    1.587469
dtype: float64, 78989: const     0.093423
vwretd    4.552987
dtype: float64, 78990: const     0.000520
vwretd    1.099175
dtype: float64, 78991: const     0.022936
vwretd    0.998067
dtype: float64, 78992: const    -0.047424
vwretd    0.396586
dtype: float64, 78993: const    -0.016387
vwretd    0.029508
dtype: float64, 78994: const     0.004287
vwretd    2.446823
dtype: float64, 78995: const    -0.122320
vwretd   -1.395445
dtype: float64, 78996: const    -0.019231
vwretd    0.816144
dtype: float64, 78997: const    -0.018277
vwretd    1.923249
dtype: float64, 78998: const    -0.004387
vwretd    1.416238
dtype: float64, 78999: const     0.000179
vwretd    1.616581
dtype: float64, 79000: const     0.017672
vwretd    1.086319
dtype: float64, 79001: const     0.023333
vwretd    2.994974
dtype: float64, 79002: const    -0.021395
vwretd    1.265992
dtype: float64, 79003: const    -0.012996
vwretd    0.681750
dtype: float64, 79004: const     0.007867
vwretd    0.324469
dtype: float64, 79005: const     0.001797
vwretd    1.502174
dtype: float64, 79006: const     0.011635
vwretd    2.590905
dtype: float64, 79007: const     0.003627
vwretd    1.303713
dtype: float64, 79008: const    -0.005912
vwretd    0.824485
dtype: float64, 79009: const    -0.021684
vwretd    3.084494
dtype: float64, 79010: const    -0.000561
vwretd    0.341000
dtype: float64, 79011: const    -0.049026
vwretd    0.839122
dtype: float64, 79012: const    -0.051271
vwretd    1.562298
dtype: float64, 79013: const     0.010888
vwretd    0.446301
dtype: float64, 79014: const     0.022628
vwretd    0.115761
dtype: float64, 79015: const     0.027844
vwretd    2.560830
dtype: float64, 79016: const    -0.006982
vwretd    3.314563
dtype: float64, 79017: const    -0.022873
vwretd    1.829773
dtype: float64, 79018: const     0.058281
vwretd   -2.727409
dtype: float64, 79019: const     0.007309
vwretd    0.250999
dtype: float64, 79020: const     0.020751
vwretd    0.035870
dtype: float64, 79021: const    -0.004647
vwretd    0.786017
dtype: float64, 79022: const    -0.020223
vwretd    1.543224
dtype: float64, 79023: const    -0.038655
vwretd    1.064615
dtype: float64, 79024: const    -0.018268
vwretd    1.110563
dtype: float64, 79025: const     0.012442
vwretd    1.099606
dtype: float64, 79026: const     0.006838
vwretd    0.861898
dtype: float64, 79027: const     0.006594
vwretd    3.228465
dtype: float64, 79028: const    -0.026690
vwretd    1.797087
dtype: float64, 79029: const    -0.006070
vwretd    1.931532
dtype: float64, 79030: const    -0.01949
vwretd    1.38111
dtype: float64, 79031: const     0.011128
vwretd    0.427870
dtype: float64, 79032: const     0.010042
vwretd    3.705575
dtype: float64, 79033: const     0.002906
vwretd    1.015935
dtype: float64, 79034: const     0.003974
vwretd    0.166707
dtype: float64, 79035: const    -0.002827
vwretd    0.747155
dtype: float64, 79036: const     0.000876
vwretd    0.907816
dtype: float64, 79037: const     0.000901
vwretd    1.300146
dtype: float64, 79038: const     0.006252
vwretd    0.006743
dtype: float64, 79039: const     0.003713
vwretd    1.023187
dtype: float64, 79040: const    -0.016428
vwretd    0.686963
dtype: float64, 79042: const     0.003349
vwretd    1.382601
dtype: float64, 79043: const    -0.039222
vwretd   -0.326733
dtype: float64, 79045: const    -0.018424
vwretd    0.640829
dtype: float64, 79046: const    -0.016627
vwretd    0.895133
dtype: float64, 79047: const    -0.007071
vwretd    0.922654
dtype: float64, 79048: const     0.004169
vwretd    0.098749
dtype: float64, 79049: const     0.003296
vwretd    0.092647
dtype: float64, 79050: const    -0.009107
vwretd    1.204426
dtype: float64, 79051: const     0.004644
vwretd    0.086370
dtype: float64, 79052: const     0.003497
vwretd    0.097280
dtype: float64, 79053: const    -0.026738
vwretd    1.317273
dtype: float64, 79054: const     0.002200
vwretd    0.096265
dtype: float64, 79055: const     0.171317
vwretd    1.085506
dtype: float64, 79057: const     0.006619
vwretd    0.727598
dtype: float64, 79058: const    -0.002638
vwretd    0.315652
dtype: float64, 79059: const    -0.025317
vwretd    0.817530
dtype: float64, 79061: const     0.007393
vwretd   -0.037237
dtype: float64, 79062: const    -0.027141
vwretd    1.836855
dtype: float64, 79063: const     0.031878
vwretd    0.629803
dtype: float64, 79064: const    -0.051531
vwretd    1.500607
dtype: float64, 79065: const     0.010994
vwretd    0.038021
dtype: float64, 79066: const     0.015249
vwretd    1.129870
dtype: float64, 79068: const    -0.103994
vwretd    1.302284
dtype: float64, 79069: const     0.025998
vwretd    0.950251
dtype: float64, 79070: const    -0.115461
vwretd    0.089873
dtype: float64, 79071: const     0.032473
vwretd    0.545954
dtype: float64, 79072: const     0.007668
vwretd    0.664498
dtype: float64, 79073: const     0.007354
vwretd    0.558925
dtype: float64, 79074: const     0.011133
vwretd    0.246967
dtype: float64, 79075: const    -0.004195
vwretd    1.392113
dtype: float64, 79076: const     0.021632
vwretd    0.996770
dtype: float64, 79077: const     0.004760
vwretd    0.371887
dtype: float64, 79078: const     0.001987
vwretd    1.089639
dtype: float64, 79079: const     0.009341
vwretd    0.723105
dtype: float64, 79080: const    -0.000820
vwretd    0.594024
dtype: float64, 79081: const     0.042660
vwretd    0.352432
dtype: float64, 79082: const    -0.046159
vwretd    1.133464
dtype: float64, 79083: const    -0.082283
vwretd    4.264601
dtype: float64, 79084: const    -0.002877
vwretd    0.970808
dtype: float64, 79085: const     0.026027
vwretd   -0.074442
dtype: float64, 79086: const    -0.006168
vwretd    0.326220
dtype: float64, 79087: const     0.009396
vwretd    0.251458
dtype: float64, 79088: const    -0.003484
vwretd    1.174707
dtype: float64, 79089: const     0.002689
vwretd    1.529878
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vwretd   -0.452551
dtype: float64, 79091: const    -0.012024
vwretd   -0.061335
dtype: float64, 79092: const     0.007632
vwretd    0.002094
dtype: float64, 79093: const     0.011257
vwretd    0.642503
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vwretd    1.907898
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vwretd    0.431464
dtype: float64, 79096: const    -0.047873
vwretd    0.469675
dtype: float64, 79097: const     0.000661
vwretd    1.628233
dtype: float64, 79098: const    -0.017873
vwretd    0.000683
dtype: float64, 79099: const    -0.034559
vwretd    0.240376
dtype: float64, 79100: const    -0.015358
vwretd    2.443457
dtype: float64, 79101: const    -0.011738
vwretd    0.822317
dtype: float64, 79102: const    -0.031267
vwretd   -0.744607
dtype: float64, 79103: const     0.013123
vwretd    0.711623
dtype: float64, 79104: const     0.007619
vwretd    1.482459
dtype: float64, 79105: const    -0.017203
vwretd    1.905054
dtype: float64, 79107: const    -0.002483
vwretd    0.863897
dtype: float64, 79108: const     0.001497
vwretd    2.200944
dtype: float64, 79109: const     0.012981
vwretd    0.296614
dtype: float64, 79110: const     0.010326
vwretd    0.755637
dtype: float64, 79111: const     0.012801
vwretd   -0.402985
dtype: float64, 79112: const    -0.029898
vwretd    1.247344
dtype: float64, 79113: const     0.011931
vwretd    0.003393
dtype: float64, 79114: const     0.016280
vwretd    1.115753
dtype: float64, 79115: const     0.009735
vwretd    0.258513
dtype: float64, 79116: const     0.007040
vwretd    0.572364
dtype: float64, 79117: const     0.009106
vwretd    1.150484
dtype: float64, 79118: const     0.014588
vwretd    1.086521
dtype: float64, 79119: const     0.020200
vwretd    1.285261
dtype: float64, 79120: const     0.011703
vwretd    0.413456
dtype: float64, 79121: const     0.014719
vwretd    1.620097
dtype: float64, 79122: const     0.016357
vwretd    1.280175
dtype: float64, 79123: const     0.005270
vwretd    0.794163
dtype: float64, 79124: const    -0.004419
vwretd    1.170662
dtype: float64, 79127: const     0.003325
vwretd    0.901981
dtype: float64, 79129: const    -0.003447
vwretd    1.120353
dtype: float64, 79130: const    -0.037455
vwretd    1.307323
dtype: float64, 79131: const     0.005591
vwretd    0.666858
dtype: float64, 79132: const     0.00394
vwretd    0.07451
dtype: float64, 79133: const     0.006715
vwretd    0.621258
dtype: float64, 79134: const     0.002733
vwretd    0.122113
dtype: float64, 79135: const    -0.050361
vwretd   -0.620606
dtype: float64, 79136: const     0.006095
vwretd    0.064519
dtype: float64, 79137: const    -0.019432
vwretd    1.126596
dtype: float64, 79138: const     0.002061
vwretd    0.430588
dtype: float64, 79139: const     0.003445
vwretd    0.211829
dtype: float64, 79140: const     0.004958
vwretd    0.031755
dtype: float64, 79141: const    -0.030591
vwretd    3.499490
dtype: float64, 79142: const     0.167620
vwretd   -2.085855
dtype: float64, 79143: const     0.018859
vwretd    0.435615
dtype: float64, 79144: const    -0.005822
vwretd    0.565638
dtype: float64, 79145: const    -0.000910
vwretd    2.028227
dtype: float64, 79146: const     0.007000
vwretd    0.858854
dtype: float64, 79147: const    -0.014586
vwretd    1.117888
dtype: float64, 79148: const    -0.004133
vwretd    1.866731
dtype: float64, 79149: const    -0.010383
vwretd    1.990373
dtype: float64, 79150: const     0.010335
vwretd    1.410762
dtype: float64, 79151: const     0.001585
vwretd    0.577487
dtype: float64, 79152: const    -0.009533
vwretd    1.942767
dtype: float64, 79153: const     0.001470
vwretd    0.745598
dtype: float64, 79154: const     0.009576
vwretd   -0.381486
dtype: float64, 79155: const    -0.176216
vwretd    0.116768
dtype: float64, 79156: const    -0.013407
vwretd    1.652054
dtype: float64, 79157: const     0.017294
vwretd    1.544215
dtype: float64, 79158: const     0.023784
vwretd    0.256769
dtype: float64, 79159: const     0.016838
vwretd    1.586536
dtype: float64, 79160: const    -0.037669
vwretd   -0.075797
dtype: float64, 79161: const     0.011701
vwretd    1.723917
dtype: float64, 79162: const    -0.004744
vwretd   -0.009186
dtype: float64, 79163: const     0.021678
vwretd    1.176532
dtype: float64, 79164: const     0.003353
vwretd    2.280970
dtype: float64, 79165: const     0.046013
vwretd    0.674738
dtype: float64, 79166: const     0.005966
vwretd    0.430000
dtype: float64, 79167: const     0.024643
vwretd    1.434323
dtype: float64, 79168: const    -0.028921
vwretd    0.992087
dtype: float64, 79169: const    -0.061442
vwretd   -0.542629
dtype: float64, 79170: const    -0.015868
vwretd    0.037396
dtype: float64, 79171: const     0.011687
vwretd    0.690879
dtype: float64, 79172: const    -0.023119
vwretd    0.562380
dtype: float64, 79173: const     0.023744
vwretd    0.816044
dtype: float64, 79174: const    -0.10078
vwretd    1.72481
dtype: float64, 79175: const     0.012129
vwretd    1.446163
dtype: float64, 79176: const     0.003822
vwretd    0.302707
dtype: float64, 79177: const     0.002287
vwretd    3.221210
dtype: float64, 79178: const    -0.041461
vwretd    0.063353
dtype: float64, 79179: const     0.008116
vwretd    2.021339
dtype: float64, 79180: const    -0.095602
vwretd   -3.216590
dtype: float64, 79181: const    -0.011338
vwretd    0.230358
dtype: float64, 79182: const    -0.076276
vwretd    0.656407
dtype: float64, 79183: const     0.000280
vwretd    0.967231
dtype: float64, 79184: const    -0.015148
vwretd    1.382670
dtype: float64, 79185: const     0.020579
vwretd    1.870968
dtype: float64, 79186: const     0.005209
vwretd    1.025017
dtype: float64, 79187: const    -0.028475
vwretd    1.572461
dtype: float64, 79188: const     0.014984
vwretd    0.433949
dtype: float64, 79189: const     0.016177
vwretd    0.415543
dtype: float64, 79190: const    -0.012596
vwretd    3.092160
dtype: float64, 79191: const     0.010639
vwretd    1.404279
dtype: float64, 79192: const     0.015117
vwretd    0.662106
dtype: float64, 79193: const     0.013647
vwretd    1.292430
dtype: float64, 79194: const     0.018111
vwretd    0.235564
dtype: float64, 79195: const     0.005957
vwretd    1.238160
dtype: float64, 79196: const     0.001978
vwretd   -0.053144
dtype: float64, 79197: const    -0.022604
vwretd    2.443496
dtype: float64, 79198: const     0.003150
vwretd    1.644144
dtype: float64, 79199: const     0.014427
vwretd    0.239624
dtype: float64, 79200: const     0.012834
vwretd    0.325083
dtype: float64, 79201: const    -0.045618
vwretd    1.228503
dtype: float64, 79202: const    -0.074623
vwretd   -0.046431
dtype: float64, 79204: const     0.014514
vwretd    0.574730
dtype: float64, 79205: const    -0.034335
vwretd    1.297597
dtype: float64, 79206: const     0.075211
vwretd    0.872689
dtype: float64, 79207: const     0.000120
vwretd    0.622103
dtype: float64, 79208: const    -0.089601
vwretd    2.301559
dtype: float64, 79209: const     0.002535
vwretd    0.890763
dtype: float64, 79210: const     0.004980
vwretd    0.765876
dtype: float64, 79211: const    -0.000491
vwretd    0.990911
dtype: float64, 79212: const     0.022798
vwretd    0.782341
dtype: float64, 79213: const     0.000099
vwretd    0.995778
dtype: float64, 79214: const    -0.004356
vwretd    0.497938
dtype: float64, 79215: const    -0.000517
vwretd    0.141363
dtype: float64, 79216: const     0.000837
vwretd    0.067815
dtype: float64, 79217: const     0.001331
vwretd    0.050065
dtype: float64, 79218: const    -0.001805
vwretd    0.231562
dtype: float64, 79219: const    -0.031792
vwretd    2.368681
dtype: float64, 79220: const     0.002757
vwretd    0.279909
dtype: float64, 79221: const     0.004789
vwretd    0.091245
dtype: float64, 79222: const     0.003098
vwretd    0.124544
dtype: float64, 79223: const    -0.034171
vwretd    0.604567
dtype: float64, 79224: const    -0.001169
vwretd    0.632997
dtype: float64, 79225: const     0.003903
vwretd    0.109680
dtype: float64, 79226: const     0.004540
vwretd    0.055627
dtype: float64, 79227: const    -0.011081
vwretd    1.169277
dtype: float64, 79228: const     0.006602
vwretd    0.064608
dtype: float64, 79229: const     0.003594
vwretd    0.186420
dtype: float64, 79230: const     0.001732
vwretd    0.515903
dtype: float64, 79231: const     0.008281
vwretd    0.505771
dtype: float64, 79232: const    -0.021510
vwretd    0.836835
dtype: float64, 79233: const     0.003750
vwretd    0.592027
dtype: float64, 79234: const    -0.012047
vwretd    1.244718
dtype: float64, 79235: const     0.000515
vwretd    0.807452
dtype: float64, 79236: const     0.002071
vwretd    0.456164
dtype: float64, 79237: const    -0.003232
vwretd    1.761345
dtype: float64, 79238: const     0.005310
vwretd    0.774416
dtype: float64, 79239: const    -0.002024
vwretd    0.488070
dtype: float64, 79240: const     0.005730
vwretd    0.129553
dtype: float64, 79241: const     0.004730
vwretd    0.162491
dtype: float64, 79242: const     0.005084
vwretd    0.196174
dtype: float64, 79243: const     0.005388
vwretd    0.080282
dtype: float64, 79244: const    -0.000321
vwretd    1.938977
dtype: float64, 79245: const    -0.025448
vwretd    1.490840
dtype: float64, 79246: const     0.023067
vwretd    1.108663
dtype: float64, 79247: const     0.001315
vwretd    0.516393
dtype: float64, 79248: const     0.009615
vwretd    1.522893
dtype: float64, 79249: const     0.011618
vwretd    0.716895
dtype: float64, 79250: const     0.009286
vwretd    1.209041
dtype: float64, 79251: const    -0.002643
vwretd    1.724829
dtype: float64, 79252: const     0.011835
vwretd    0.268039
dtype: float64, 79253: const     0.021415
vwretd   -0.218943
dtype: float64, 79254: const     0.008615
vwretd    0.409663
dtype: float64, 79255: const     0.013126
vwretd    0.662960
dtype: float64, 79256: const    -0.022436
vwretd    2.068933
dtype: float64, 79257: const    -0.039490
vwretd    1.442303
dtype: float64, 79258: const    -0.042277
vwretd    1.258876
dtype: float64, 79259: const    -0.009186
vwretd    1.414595
dtype: float64, 79260: const    -0.001003
vwretd    2.270343
dtype: float64, 79261: const     0.123164
vwretd   -1.073564
dtype: float64, 79262: const    -0.010820
vwretd    2.281224
dtype: float64, 79263: const    -0.015256
vwretd    1.013297
dtype: float64, 79264: const     0.010780
vwretd    0.019395
dtype: float64, 79265: const     0.012542
vwretd    0.827038
dtype: float64, 79266: const    -0.001751
vwretd    0.857766
dtype: float64, 79267: const    -0.011614
vwretd    1.283144
dtype: float64, 79268: const     0.003093
vwretd   -0.012421
dtype: float64, 79269: const     0.009680
vwretd    1.267413
dtype: float64, 79270: const    -0.233609
vwretd    1.809920
dtype: float64, 79271: const    -0.047003
vwretd    2.137518
dtype: float64, 79272: const    -0.038353
vwretd    1.304905
dtype: float64, 79273: const    -0.230851
vwretd   -1.620352
dtype: float64, 79274: const     0.005792
vwretd    0.779339
dtype: float64, 79275: const     0.002315
vwretd    0.766494
dtype: float64, 79276: const    -0.000729
vwretd    0.364687
dtype: float64, 79277: const     0.07469
vwretd    0.74648
dtype: float64, 79278: const    -0.017703
vwretd   -0.514776
dtype: float64, 79279: const     0.029912
vwretd   -0.002047
dtype: float64, 79280: const    -0.005797
vwretd    2.663119
dtype: float64, 79281: const    -0.083120
vwretd    1.540487
dtype: float64, 79282: const    -0.091172
vwretd    0.969086
dtype: float64, 79283: const    -0.003936
vwretd    0.703520
dtype: float64, 79284: const     0.004365
vwretd    0.419294
dtype: float64, 79285: const     0.031687
vwretd    0.607849
dtype: float64, 79286: const     0.050203
vwretd   -0.461414
dtype: float64, 79287: const    -0.002297
vwretd    0.292976
dtype: float64, 79288: const    -0.028847
vwretd    0.516495
dtype: float64, 79289: const     0.010810
vwretd    1.066694
dtype: float64, 79290: const    -0.025208
vwretd    1.723065
dtype: float64, 79291: const    -0.004103
vwretd    1.179727
dtype: float64, 79292: const    -0.028594
vwretd   -0.521761
dtype: float64, 79293: const     0.016238
vwretd   -0.065125
dtype: float64, 79294: const    -0.012657
vwretd   -0.464595
dtype: float64, 79295: const     0.051158
vwretd    0.920361
dtype: float64, 79296: const    -0.053596
vwretd    2.336179
dtype: float64, 79297: const    -0.020430
vwretd    0.899201
dtype: float64, 79298: const    -0.022553
vwretd    0.326179
dtype: float64, 79299: const     0.008414
vwretd    0.695693
dtype: float64, 79300: const     0.009531
vwretd    1.083764
dtype: float64, 79301: const    -0.003762
vwretd    0.767211
dtype: float64, 79302: const     0.011955
vwretd    0.861103
dtype: float64, 79303: const     0.003238
vwretd    1.163703
dtype: float64, 79304: const     0.012404
vwretd    1.433634
dtype: float64, 79305: const     0.026612
vwretd    0.649542
dtype: float64, 79306: const     0.013639
vwretd    0.079046
dtype: float64, 79307: const    -0.004435
vwretd    1.323248
dtype: float64, 79308: const    -0.005206
vwretd    0.882953
dtype: float64, 79309: const     0.013090
vwretd    0.438093
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vwretd    0.385985
dtype: float64, 79311: const     0.023804
vwretd    0.829089
dtype: float64, 79312: const     0.009166
vwretd   -1.024646
dtype: float64, 79313: const     0.006268
vwretd    0.293911
dtype: float64, 79314: const    -0.105136
vwretd    2.187731
dtype: float64, 79315: const    -0.010924
vwretd    1.129403
dtype: float64, 79316: const    -0.014239
vwretd    1.782017
dtype: float64, 79319: const     0.246468
vwretd   -0.297907
dtype: float64, 79320: const    -0.065591
vwretd    0.313578
dtype: float64, 79321: const     0.007030
vwretd    1.027889
dtype: float64, 79322: const     0.008781
vwretd    0.561991
dtype: float64, 79323: const     0.004657
vwretd    0.795955
dtype: float64, 79324: const     0.006051
vwretd    1.425522
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vwretd    0.092298
dtype: float64, 79326: const     0.005087
vwretd    0.059682
dtype: float64, 79327: const     0.011717
vwretd    1.111729
dtype: float64, 79328: const    -0.015843
vwretd    1.079959
dtype: float64, 79329: const     0.004397
vwretd    0.710915
dtype: float64, 79330: const     0.006348
vwretd    0.633508
dtype: float64, 79331: const     0.001391
vwretd    0.737387
dtype: float64, 79332: const    -0.017630
vwretd    0.565186
dtype: float64, 79333: const    -0.024858
vwretd   -0.304544
dtype: float64, 79334: const     0.006319
vwretd    0.529414
dtype: float64, 79335: const    -0.051220
vwretd    1.469899
dtype: float64, 79336: const    -0.014199
vwretd    1.375709
dtype: float64, 79337: const    -0.011378
vwretd    1.087265
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vwretd    1.484052
dtype: float64, 79339: const    -0.002663
vwretd    1.013801
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vwretd    0.036364
dtype: float64, 79341: const     0.005198
vwretd    0.099501
dtype: float64, 79342: const    -0.010403
vwretd    0.903933
dtype: float64, 79343: const    -0.005444
vwretd    0.397038
dtype: float64, 79344: const    -0.016014
vwretd    0.842057
dtype: float64, 79345: const    -0.018511
vwretd    0.546524
dtype: float64, 79346: const     0.008996
vwretd    0.297766
dtype: float64, 79347: const     0.00202
vwretd    0.45913
dtype: float64, 79348: const    -0.039694
vwretd    1.118668
dtype: float64, 79349: const     0.019079
vwretd    0.280031
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vwretd   -0.018074
dtype: float64, 79351: const    -0.010041
vwretd    0.857771
dtype: float64, 79352: const     0.014129
vwretd    1.057985
dtype: float64, 79353: const    -0.000977
vwretd    0.374645
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vwretd    0.971458
dtype: float64, 79355: const     0.002211
vwretd    0.082743
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vwretd    0.178204
dtype: float64, 79357: const     0.005515
vwretd    0.041025
dtype: float64, 79358: const     0.005071
vwretd    0.089227
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vwretd    0.187284
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vwretd    0.110879
dtype: float64, 79361: const     0.005241
vwretd    0.045210
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vwretd    1.196001
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vwretd    0.511572
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vwretd    0.937074
dtype: float64, 79365: const    -0.018488
vwretd    0.539673
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vwretd    1.671521
dtype: float64, 79367: const    -0.044457
vwretd    2.389675
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vwretd    0.112867
dtype: float64, 79369: const     0.003351
vwretd   -1.964770
dtype: float64, 79370: const    -0.036156
vwretd   -2.363295
dtype: float64, 79371: const    -0.032248
vwretd    0.988983
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vwretd    1.312602
dtype: float64, 79373: const    -0.006826
vwretd    0.493205
dtype: float64, 79374: const     0.002504
vwretd    0.975450
dtype: float64, 79375: const    -0.085081
vwretd    1.701380
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vwretd    1.454345
dtype: float64, 79377: const    -0.005089
vwretd    2.165878
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vwretd    0.950124
dtype: float64, 79379: const    -0.027597
vwretd    4.187017
dtype: float64, 79380: const     0.030260
vwretd    0.988642
dtype: float64, 79381: const     0.102056
vwretd   -1.246914
dtype: float64, 79382: const     0.004589
vwretd    1.003568
dtype: float64, 79383: const     0.009677
vwretd    0.187687
dtype: float64, 79384: const    -0.123458
vwretd    0.512634
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vwretd    0.801581
dtype: float64, 79386: const     0.007917
vwretd    0.627226
dtype: float64, 79387: const     0.014099
vwretd    0.444296
dtype: float64, 79388: const     0.015779
vwretd    0.802255
dtype: float64, 79389: const     0.002145
vwretd    0.054486
dtype: float64, 79390: const     0.006953
vwretd    1.604575
dtype: float64, 79391: const    -0.039675
vwretd    1.118665
dtype: float64, 79392: const     0.029590
vwretd    0.465653
dtype: float64, 79393: const     0.024386
vwretd    1.856833
dtype: float64, 79394: const     0.015776
vwretd    0.302320
dtype: float64, 79395: const    -0.055825
vwretd   -0.921613
dtype: float64, 79396: const    -0.006732
vwretd    1.055154
dtype: float64, 79397: const    -0.021791
vwretd    0.987434
dtype: float64, 79398: const    -0.063628
vwretd    2.233400
dtype: float64, 79399: const     0.002213
vwretd    1.107381
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vwretd    3.274234
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vwretd    0.220291
dtype: float64, 79402: const    -0.028742
vwretd    1.193126
dtype: float64, 79403: const     0.021767
vwretd    0.397703
dtype: float64, 79404: const    -0.024869
vwretd    0.627294
dtype: float64, 79405: const    -0.064820
vwretd    0.933799
dtype: float64, 79406: const     0.020686
vwretd    0.192486
dtype: float64, 79407: const    -0.004421
vwretd    0.969190
dtype: float64, 79408: const     0.022400
vwretd    0.276763
dtype: float64, 79409: const    -0.036432
vwretd    0.068055
dtype: float64, 79410: const     0.009092
vwretd    0.806620
dtype: float64, 79411: const     0.006248
vwretd    1.109815
dtype: float64, 79412: const     0.023208
vwretd   -0.044945
dtype: float64, 79413: const    -0.067794
vwretd    1.527412
dtype: float64, 79414: const     0.017901
vwretd   -0.617707
dtype: float64, 79415: const     0.004211
vwretd    1.335399
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vwretd    0.898997
dtype: float64, 79417: const     0.011868
vwretd    0.983970
dtype: float64, 79418: const     0.008240
vwretd    1.254729
dtype: float64, 79419: const    -0.011757
vwretd    0.973366
dtype: float64, 79420: const    -0.017856
vwretd    1.446395
dtype: float64, 79421: const    -0.003860
vwretd    0.990513
dtype: float64, 79422: const     0.015731
vwretd   -0.389969
dtype: float64, 79423: const    -0.035886
vwretd    0.658898
dtype: float64, 79424: const     0.007700
vwretd    0.977596
dtype: float64, 79425: const    -0.049605
vwretd    0.223447
dtype: float64, 79426: const    -0.003449
vwretd   -0.918252
dtype: float64, 79427: const     0.011216
vwretd    2.121899
dtype: float64, 79428: const     0.009374
vwretd    2.687616
dtype: float64, 79429: const    -0.024297
vwretd    2.473463
dtype: float64, 79433: const    -0.034211
vwretd    0.745914
dtype: float64, 79434: const    -0.053303
vwretd    1.224908
dtype: float64, 79435: const     0.01698
vwretd   -0.44282
dtype: float64, 79436: const     0.001465
vwretd    1.447702
dtype: float64, 79437: const    -0.071515
vwretd    1.125865
dtype: float64, 79438: const    -0.045416
vwretd    1.354758
dtype: float64, 79439: const     0.013872
vwretd    0.203832
dtype: float64, 79440: const     0.010285
vwretd    0.449166
dtype: float64, 79441: const     0.012412
vwretd    0.439669
dtype: float64, 79442: const     0.008849
vwretd    1.373992
dtype: float64, 79443: const    -0.019223
vwretd    1.818191
dtype: float64, 79444: const    -0.005477
vwretd    1.801125
dtype: float64, 79445: const    -0.029019
vwretd    1.173863
dtype: float64, 79446: const     0.002672
vwretd    0.585192
dtype: float64, 79447: const     0.002000
vwretd    0.645676
dtype: float64, 79448: const     0.004000
vwretd    0.112655
dtype: float64, 79449: const     0.004034
vwretd    0.701129
dtype: float64, 79450: const     0.004734
vwretd    0.095756
dtype: float64, 79452: const     0.005171
vwretd    0.731478
dtype: float64, 79453: const     0.004057
vwretd    0.092023
dtype: float64, 79454: const     0.005328
vwretd    0.073156
dtype: float64, 79455: const     0.014286
vwretd    0.502439
dtype: float64, 79456: const     0.003562
vwretd    0.119612
dtype: float64, 79457: const     0.003950
vwretd    0.099653
dtype: float64, 79458: const    -0.021038
vwretd   -0.083267
dtype: float64, 79459: const    -0.021065
vwretd    0.679748
dtype: float64, 79460: const    -0.020401
vwretd    0.828609
dtype: float64, 79461: const     0.002891
vwretd    0.702651
dtype: float64, 79462: const     0.011074
vwretd    0.721419
dtype: float64, 79464: const     0.002597
vwretd    1.032208
dtype: float64, 79466: const    -0.026554
vwretd    1.472972
dtype: float64, 79467: const     0.001761
vwretd    1.598956
dtype: float64, 79468: const    -0.000491
vwretd    1.500770
dtype: float64, 79469: const     0.021283
vwretd    1.134025
dtype: float64, 79470: const     0.044016
vwretd    1.268605
dtype: float64, 79471: const    -0.094304
vwretd    3.758648
dtype: float64, 79472: const    -0.004525
vwretd    1.661579
dtype: float64, 79473: const     0.030868
vwretd    0.476083
dtype: float64, 79474: const    -0.004662
vwretd    1.084627
dtype: float64, 79475: const    -0.009062
vwretd    1.925477
dtype: float64, 79476: const    -0.052156
vwretd    3.288313
dtype: float64, 79477: const     0.009944
vwretd    0.712119
dtype: float64, 79478: const     0.016875
vwretd    3.018885
dtype: float64, 79479: const     0.017578
vwretd   -0.223834
dtype: float64, 79480: const    -0.009980
vwretd    1.675372
dtype: float64, 79481: const    -0.002177
vwretd    1.901081
dtype: float64, 79482: const    -0.004807
vwretd    0.723538
dtype: float64, 79483: const    -0.092942
vwretd    2.536199
dtype: float64, 79484: const     0.019696
vwretd    1.336218
dtype: float64, 79485: const     0.025368
vwretd    1.751711
dtype: float64, 79486: const    -0.010303
vwretd    1.368382
dtype: float64, 79488: const     0.035339
vwretd    0.069691
dtype: float64, 79489: const     0.022745
vwretd    0.356813
dtype: float64, 79490: const     0.004891
vwretd    1.217638
dtype: float64, 79491: const     0.010293
vwretd    0.520538
dtype: float64, 79492: const     0.009232
vwretd    0.489354
dtype: float64, 79493: const     0.088778
vwretd   -0.313087
dtype: float64, 79494: const    -0.012365
vwretd    1.697177
dtype: float64, 79495: const    -0.074582
vwretd    0.599620
dtype: float64, 79496: const    -0.047008
vwretd   -0.848392
dtype: float64, 79497: const     0.017025
vwretd    1.425742
dtype: float64, 79498: const     0.015302
vwretd    0.556875
dtype: float64, 79499: const     0.013991
vwretd    1.286094
dtype: float64, 79500: const    -0.017246
vwretd    0.952898
dtype: float64, 79501: const    -0.028835
vwretd    2.594792
dtype: float64, 79502: const     0.006031
vwretd    1.113690
dtype: float64, 79503: const     0.016603
vwretd    1.940970
dtype: float64, 79504: const     0.001270
vwretd    2.064517
dtype: float64, 79505: const     0.001415
vwretd    3.585920
dtype: float64, 79506: const     0.005774
vwretd    0.213559
dtype: float64, 79507: const     0.009281
vwretd    1.024688
dtype: float64, 79508: const     0.005926
vwretd    0.995390
dtype: float64, 79509: const     0.01152
vwretd    0.90926
dtype: float64, 79510: const     0.003687
vwretd    0.780567
dtype: float64, 79511: const    -0.008137
vwretd    1.837753
dtype: float64, 79512: const     0.014173
vwretd    0.010246
dtype: float64, 79513: const    -0.063626
vwretd    1.658934
dtype: float64, 79514: const     0.018212
vwretd    2.580273
dtype: float64, 79515: const     0.003653
vwretd    0.541496
dtype: float64, 79516: const    -0.019920
vwretd    1.953848
dtype: float64, 79517: const     0.009406
vwretd    0.488672
dtype: float64, 79518: const    -0.024373
vwretd    1.742410
dtype: float64, 79519: const    -0.009009
vwretd    1.881851
dtype: float64, 79520: const    -0.012482
vwretd    0.655096
dtype: float64, 79521: const     0.007933
vwretd    0.097763
dtype: float64, 79522: const    -0.047289
vwretd   -0.609756
dtype: float64, 79523: const    -0.002398
vwretd    1.833011
dtype: float64, 79524: const     0.003348
vwretd    0.460908
dtype: float64, 79525: const     0.009627
vwretd    1.401890
dtype: float64, 79526: const     0.01913
vwretd   -0.10216
dtype: float64, 79527: const     0.000773
vwretd    2.334811
dtype: float64, 79528: const     0.008711
vwretd    1.067400
dtype: float64, 79529: const    -0.040945
vwretd    1.352247
dtype: float64, 79530: const     0.014883
vwretd    0.784617
dtype: float64, 79531: const    -0.008150
vwretd    1.877845
dtype: float64, 79532: const    -0.006714
vwretd    0.773485
dtype: float64, 79533: const    -0.053249
vwretd    1.061441
dtype: float64, 79534: const     0.013871
vwretd    0.036704
dtype: float64, 79535: const    -0.026567
vwretd    0.661642
dtype: float64, 79536: const     0.002835
vwretd    2.512308
dtype: float64, 79538: const    -0.048750
vwretd    1.636473
dtype: float64, 79539: const     0.026030
vwretd    1.000044
dtype: float64, 79540: const    -0.041543
vwretd    0.919503
dtype: float64, 79541: const     0.018359
vwretd    1.138927
dtype: float64, 79542: const     0.013352
vwretd    0.100911
dtype: float64, 79543: const    -0.001127
vwretd    3.637589
dtype: float64, 79544: const    -0.024592
vwretd    3.888538
dtype: float64, 79545: const     0.001743
vwretd    1.285506
dtype: float64, 79546: const     0.008051
vwretd    0.228460
dtype: float64, 79547: const     0.004243
vwretd    0.710161
dtype: float64, 79548: const     0.005468
vwretd    0.022851
dtype: float64, 79549: const    -0.023386
vwretd   -0.164033
dtype: float64, 79550: const     0.007554
vwretd    0.433574
dtype: float64, 79551: const    -0.052983
vwretd    2.494313
dtype: float64, 79552: const    -0.006746
vwretd   -0.222216
dtype: float64, 79553: const    -0.069526
vwretd   -0.444162
dtype: float64, 79554: const    -0.022799
vwretd    0.106365
dtype: float64, 79555: const    -0.000089
vwretd    0.106502
dtype: float64, 79556: const     0.005873
vwretd    0.240101
dtype: float64, 79557: const    -0.008299
vwretd    1.319548
dtype: float64, 79558: const     0.003935
vwretd    0.673792
dtype: float64, 79559: const     0.009912
vwretd    0.375584
dtype: float64, 79560: const     0.007641
vwretd    0.223416
dtype: float64, 79561: const     0.004373
vwretd    0.410187
dtype: float64, 79562: const     0.016183
vwretd    1.231462
dtype: float64, 79563: const    -0.010162
vwretd    1.118277
dtype: float64, 79564: const     0.003703
vwretd    1.534287
dtype: float64, 79566: const    -0.020203
vwretd    5.290815
dtype: float64, 79567: const    -0.052985
vwretd    0.990897
dtype: float64, 79568: const     0.000151
vwretd    2.924837
dtype: float64, 79569: const     0.016111
vwretd    2.049187
dtype: float64, 79570: const    -0.032224
vwretd   -1.529760
dtype: float64, 79571: const     0.009505
vwretd    0.682086
dtype: float64, 79572: const     0.050045
vwretd    0.336979
dtype: float64, 79573: const     0.000502
vwretd    1.445266
dtype: float64, 79574: const     0.004596
vwretd    0.203874
dtype: float64, 79575: const    -0.144058
vwretd    1.152992
dtype: float64, 79576: const     0.020834
vwretd    0.146267
dtype: float64, 79577: const     0.009874
vwretd    2.425703
dtype: float64, 79578: const    -0.045075
vwretd    0.778700
dtype: float64, 79579: const     0.088936
vwretd    1.163553
dtype: float64, 79580: const     0.011856
vwretd    0.860543
dtype: float64, 79581: const     0.015831
vwretd    0.429353
dtype: float64, 79582: const     0.009735
vwretd    0.414742
dtype: float64, 79583: const     0.006213
vwretd    0.950838
dtype: float64, 79584: const     0.002396
vwretd    0.437743
dtype: float64, 79585: const     0.018163
vwretd    0.312635
dtype: float64, 79586: const     0.002850
vwretd    1.729617
dtype: float64, 79587: const    -0.050348
vwretd    1.245219
dtype: float64, 79588: const     0.030273
vwretd    0.702692
dtype: float64, 79589: const    -0.013855
vwretd    0.350783
dtype: float64, 79590: const    -0.026294
vwretd    2.215750
dtype: float64, 79591: const    -0.009151
vwretd    1.331670
dtype: float64, 79592: const     0.019372
vwretd    0.544290
dtype: float64, 79593: const    -0.008790
vwretd    0.766421
dtype: float64, 79594: const    -0.013593
vwretd    1.605426
dtype: float64, 79595: const    -0.002781
vwretd    1.973615
dtype: float64, 79596: const    -0.066417
vwretd    1.859168
dtype: float64, 79597: const    -0.006099
vwretd    2.774653
dtype: float64, 79598: const    -0.056429
vwretd    2.019646
dtype: float64, 79599: const    -0.062244
vwretd    1.235698
dtype: float64, 79600: const     0.013011
vwretd    0.640539
dtype: float64, 79601: const    -0.035222
vwretd    1.250088
dtype: float64, 79602: const    -0.041526
vwretd    2.400726
dtype: float64, 79603: const    -0.140532
vwretd    1.804057
dtype: float64, 79604: const     0.018772
vwretd    1.227315
dtype: float64, 79605: const     0.002137
vwretd    1.398398
dtype: float64, 79606: const    -0.012950
vwretd    0.389552
dtype: float64, 79607: const    -0.003201
vwretd    1.146294
dtype: float64, 79608: const     0.039942
vwretd    0.114081
dtype: float64, 79609: const     0.004546
vwretd    0.899909
dtype: float64, 79610: const    -0.037510
vwretd    1.871083
dtype: float64, 79611: const     0.005939
vwretd    1.178652
dtype: float64, 79612: const    -0.002545
vwretd    3.046934
dtype: float64, 79613: const    -0.013763
vwretd    1.048666
dtype: float64, 79614: const    -0.196755
vwretd   -1.104103
dtype: float64, 79615: const     0.004977
vwretd    0.361437
dtype: float64, 79616: const     0.036006
vwretd    1.258396
dtype: float64, 79617: const     0.022937
vwretd    0.387325
dtype: float64, 79618: const     0.005471
vwretd    0.443426
dtype: float64, 79619: const     0.015355
vwretd    1.652006
dtype: float64, 79620: const     0.008762
vwretd    0.362987
dtype: float64, 79621: const     0.035864
vwretd    0.739841
dtype: float64, 79622: const    -0.033442
vwretd    1.905645
dtype: float64, 79623: const    -0.058072
vwretd    2.233776
dtype: float64, 79624: const    -0.009023
vwretd    0.954806
dtype: float64, 79625: const    -0.016372
vwretd   -0.486532
dtype: float64, 79626: const    -0.041351
vwretd    1.484536
dtype: float64, 79627: const     0.010016
vwretd    0.315657
dtype: float64, 79628: const     0.003035
vwretd    1.255358
dtype: float64, 79629: const     0.007452
vwretd    1.249734
dtype: float64, 79630: const     0.022710
vwretd    0.335266
dtype: float64, 79631: const    -0.019411
vwretd    2.079113
dtype: float64, 79633: const    -0.013115
vwretd    1.064356
dtype: float64, 79634: const    -0.015581
vwretd    0.713121
dtype: float64, 79635: const     0.009950
vwretd    0.481014
dtype: float64, 79636: const    -0.005779
vwretd    1.146031
dtype: float64, 79637: const     0.004942
vwretd    1.120521
dtype: float64, 79639: const    -0.049372
vwretd    1.935109
dtype: float64, 79640: const     0.019339
vwretd    1.011528
dtype: float64, 79641: const     0.007171
vwretd    1.835415
dtype: float64, 79642: const    -0.002415
vwretd    1.016428
dtype: float64, 79643: const     0.005821
vwretd    0.192764
dtype: float64, 79644: const     0.003478
vwretd    1.057057
dtype: float64, 79645: const     0.007075
vwretd    0.848171
dtype: float64, 79646: const     0.002380
vwretd    0.818243
dtype: float64, 79647: const     0.000718
vwretd    0.087180
dtype: float64, 79648: const     0.010792
vwretd    1.373041
dtype: float64, 79649: const    -0.032922
vwretd    1.638558
dtype: float64, 79650: const     0.004603
vwretd   -0.014198
dtype: float64, 79651: const    -0.008450
vwretd   -0.097377
dtype: float64, 79652: const     0.035196
vwretd    1.085253
dtype: float64, 79653: const    -0.044581
vwretd    1.616297
dtype: float64, 79654: const     0.004154
vwretd    0.934878
dtype: float64, 79655: const    -0.018126
vwretd    0.605485
dtype: float64, 79656: const     0.008148
vwretd    0.055124
dtype: float64, 79657: const     0.006764
vwretd    0.097993
dtype: float64, 79658: const     0.005974
vwretd    0.223900
dtype: float64, 79659: const     0.005614
vwretd    0.031517
dtype: float64, 79660: const     0.010097
vwretd    0.328138
dtype: float64, 79661: const     0.013465
vwretd    0.191075
dtype: float64, 79662: const     0.005641
vwretd    0.930857
dtype: float64, 79663: const     0.009693
vwretd    0.977855
dtype: float64, 79664: const    -0.018177
vwretd    0.466285
dtype: float64, 79665: const     0.001829
vwretd    0.622195
dtype: float64, 79666: const     0.001473
vwretd    0.470133
dtype: float64, 79667: const     0.002932
vwretd    1.066600
dtype: float64, 79668: const    -0.002507
vwretd    1.623804
dtype: float64, 79669: const     0.007977
vwretd    0.638294
dtype: float64, 79670: const    -0.002382
vwretd    0.408346
dtype: float64, 79671: const     0.003691
vwretd    0.649280
dtype: float64, 79672: const     0.006143
vwretd    2.070420
dtype: float64, 79673: const    -0.001071
vwretd    1.329298
dtype: float64, 79674: const    -0.029583
vwretd    0.675260
dtype: float64, 79675: const     0.028313
vwretd    0.523063
dtype: float64, 79676: const     0.01506
vwretd    1.73572
dtype: float64, 79677: const    -0.018884
vwretd    1.257293
dtype: float64, 79678: const     0.016432
vwretd    0.732003
dtype: float64, 79679: const     0.018561
vwretd    1.105914
dtype: float64, 79680: const    -0.082985
vwretd    0.434952
dtype: float64, 79681: const     0.038702
vwretd    3.182069
dtype: float64, 79682: const     0.014433
vwretd    0.304021
dtype: float64, 79683: const    -0.009849
vwretd    2.372445
dtype: float64, 79684: const     0.019335
vwretd    0.920725
dtype: float64, 79685: const    -0.038456
vwretd    1.580185
dtype: float64, 79686: const     0.013732
vwretd    0.969678
dtype: float64, 79687: const    -0.012981
vwretd    2.361676
dtype: float64, 79688: const     0.025402
vwretd   -0.113393
dtype: float64, 79689: const     0.000737
vwretd    0.741125
dtype: float64, 79690: const    -0.123372
vwretd    4.614894
dtype: float64, 79691: const     0.034187
vwretd    0.771685
dtype: float64, 79692: const     0.014389
vwretd    0.073070
dtype: float64, 79693: const     0.012412
vwretd    0.039490
dtype: float64, 79694: const     0.025952
vwretd    0.306549
dtype: float64, 79695: const     0.000229
vwretd    0.602661
dtype: float64, 79696: const     0.006408
vwretd    0.498623
dtype: float64, 79697: const     0.012368
vwretd    0.861310
dtype: float64, 79698: const     0.008818
vwretd    1.146779
dtype: float64, 79699: const     0.041853
vwretd   -1.454108
dtype: float64, 79700: const     0.004518
vwretd    0.961589
dtype: float64, 79701: const    -0.003446
vwretd    0.874326
dtype: float64, 79702: const    -0.006889
vwretd    1.457428
dtype: float64, 79703: const    -0.002859
vwretd    1.120824
dtype: float64, 79704: const    -0.010806
vwretd    0.883457
dtype: float64, 79705: const    -0.005364
vwretd   -1.074469
dtype: float64, 79706: const    -0.029272
vwretd    2.659660
dtype: float64, 79707: const    -0.062157
vwretd    1.673869
dtype: float64, 79708: const    -0.022544
vwretd    0.199176
dtype: float64, 79709: const     0.007836
vwretd    0.368137
dtype: float64, 79710: const    -0.009324
vwretd    1.860207
dtype: float64, 79711: const     0.025887
vwretd   -0.168158
dtype: float64, 79712: const    -0.015114
vwretd    2.455196
dtype: float64, 79713: const    -0.024176
vwretd    0.942432
dtype: float64, 79714: const     0.003333
vwretd    0.667326
dtype: float64, 79715: const    -0.005525
vwretd    0.730715
dtype: float64, 79716: const    -0.009600
vwretd    2.240432
dtype: float64, 79717: const     0.008578
vwretd    0.950261
dtype: float64, 79718: const     0.012094
vwretd    2.161857
dtype: float64, 79719: const     0.023571
vwretd   -0.057216
dtype: float64, 79720: const    -0.002601
vwretd    1.408024
dtype: float64, 79721: const     0.019353
vwretd    0.407014
dtype: float64, 79722: const     0.007397
vwretd    0.149262
dtype: float64, 79723: const    -0.004877
vwretd    0.032940
dtype: float64, 79724: const     0.005660
vwretd    1.126361
dtype: float64, 79725: const     0.002390
vwretd    1.053432
dtype: float64, 79726: const     0.015817
vwretd    0.213676
dtype: float64, 79727: const     0.016013
vwretd    0.889570
dtype: float64, 79728: const     0.005857
vwretd    0.163613
dtype: float64, 79729: const    -0.021951
vwretd    1.642537
dtype: float64, 79730: const     0.007694
vwretd    0.472196
dtype: float64, 79731: const     0.006714
vwretd    0.410984
dtype: float64, 79732: const    -0.004746
vwretd    1.454906
dtype: float64, 79733: const    -0.008578
vwretd    1.736883
dtype: float64, 79734: const     0.006277
vwretd    0.497449
dtype: float64, 79735: const    -0.009450
vwretd    0.855139
dtype: float64, 79736: const    -0.073502
vwretd    1.827118
dtype: float64, 79738: const     0.023238
vwretd    0.280165
dtype: float64, 79739: const    -0.026030
vwretd    2.348311
dtype: float64, 79740: const    -0.003024
vwretd    1.337742
dtype: float64, 79741: const     0.034270
vwretd    0.364461
dtype: float64, 79742: const    -0.006487
vwretd    1.584142
dtype: float64, 79743: const    -0.002169
vwretd   -1.354200
dtype: float64, 79744: const     0.011204
vwretd    0.274348
dtype: float64, 79745: const    -0.020090
vwretd    1.719833
dtype: float64, 79746: const     0.020680
vwretd   -0.022717
dtype: float64, 79747: const     0.004466
vwretd    0.705953
dtype: float64, 79750: const    -0.002363
vwretd    0.897423
dtype: float64, 79751: const    -0.011054
vwretd    0.872452
dtype: float64, 79752: const    -0.054274
vwretd    2.108349
dtype: float64, 79753: const     0.020198
vwretd   -0.143504
dtype: float64, 79754: const    -0.011076
vwretd    1.465737
dtype: float64, 79755: const     0.004524
vwretd    0.121361
dtype: float64, 79756: const     0.004088
vwretd    0.123618
dtype: float64, 79757: const    -0.088503
vwretd   -0.160532
dtype: float64, 79758: const     0.001805
vwretd    1.546582
dtype: float64, 79760: const     0.011218
vwretd    0.582292
dtype: float64, 79761: const    -0.051068
vwretd    2.528819
dtype: float64, 79762: const    -0.004184
vwretd    1.272888
dtype: float64, 79763: const    -0.005330
vwretd    0.501793
dtype: float64, 79764: const     0.004552
vwretd    0.937733
dtype: float64, 79765: const     0.003546
vwretd    0.686585
dtype: float64, 79766: const    -0.017514
vwretd    1.260837
dtype: float64, 79767: const    -0.003582
vwretd    0.896721
dtype: float64, 79768: const     0.012684
vwretd    0.379525
dtype: float64, 79769: const     0.004238
vwretd    0.684904
dtype: float64, 79770: const     0.003423
vwretd    0.841316
dtype: float64, 79771: const     0.007160
vwretd    0.144433
dtype: float64, 79772: const    -0.108689
vwretd    1.297572
dtype: float64, 79773: const     0.025316
vwretd   -0.131190
dtype: float64, 79774: const     0.005979
vwretd    0.031450
dtype: float64, 79775: const    -0.034866
vwretd    1.614012
dtype: float64, 79776: const     0.008580
vwretd    0.594223
dtype: float64, 79777: const    -0.008083
vwretd    1.630706
dtype: float64, 79778: const     0.019053
vwretd    0.102993
dtype: float64, 79779: const    -0.048318
vwretd    0.756094
dtype: float64, 79780: const    -0.033479
vwretd    1.489772
dtype: float64, 79781: const     0.007773
vwretd    0.865878
dtype: float64, 79782: const     0.003986
vwretd    0.809831
dtype: float64, 79783: const    -0.045691
vwretd    1.424996
dtype: float64, 79784: const     0.004774
vwretd    0.955877
dtype: float64, 79785: const     0.016702
vwretd    0.803552
dtype: float64, 79786: const     0.004289
vwretd    0.347157
dtype: float64, 79787: const    -0.081175
vwretd    3.298657
dtype: float64, 79788: const     0.000735
vwretd    1.339487
dtype: float64, 79789: const     0.013133
vwretd    0.523205
dtype: float64, 79790: const     0.003564
vwretd    1.764135
dtype: float64, 79791: const     0.005629
vwretd    1.136943
dtype: float64, 79792: const    -0.015166
vwretd    0.151304
dtype: float64, 79793: const     0.016202
vwretd    0.877920
dtype: float64, 79794: const     0.002983
vwretd    1.331111
dtype: float64, 79795: const     0.010628
vwretd    1.143602
dtype: float64, 79796: const     0.004037
vwretd    0.799576
dtype: float64, 79797: const     0.010083
vwretd    0.812742
dtype: float64, 79798: const    -0.006532
vwretd    2.726328
dtype: float64, 79799: const     0.002414
vwretd    1.928614
dtype: float64, 79800: const    -0.016313
vwretd   -1.303326
dtype: float64, 79801: const     0.010608
vwretd    0.623130
dtype: float64, 79802: const     0.000715
vwretd    1.290922
dtype: float64, 79803: const    -0.025629
vwretd   -1.483941
dtype: float64, 79804: const    -0.068872
vwretd    1.450677
dtype: float64, 79805: const    -0.005604
vwretd    1.103604
dtype: float64, 79806: const     0.119538
vwretd   -1.204639
dtype: float64, 79807: const     0.003154
vwretd    1.259756
dtype: float64, 79808: const     0.005117
vwretd    1.922157
dtype: float64, 79809: const     0.020058
vwretd   -0.210420
dtype: float64, 79810: const     0.059702
vwretd   -1.856886
dtype: float64, 79811: const     0.017454
vwretd    0.493352
dtype: float64, 79812: const    -0.012627
vwretd    0.978316
dtype: float64, 79814: const    -0.020831
vwretd    0.701637
dtype: float64, 79815: const     0.017464
vwretd    0.668570
dtype: float64, 79816: const    -0.051012
vwretd    0.456526
dtype: float64, 79817: const     0.017724
vwretd    1.546139
dtype: float64, 79818: const    -0.051894
vwretd    2.011346
dtype: float64, 79819: const     0.023269
vwretd    1.324951
dtype: float64, 79820: const     0.008717
vwretd    2.201223
dtype: float64, 79821: const     0.034167
vwretd   -0.083680
dtype: float64, 79822: const    -0.026039
vwretd    0.928068
dtype: float64, 79823: const     0.033363
vwretd    0.237037
dtype: float64, 79824: const     0.008935
vwretd    0.550238
dtype: float64, 79825: const    -0.017386
vwretd   -3.912589
dtype: float64, 79826: const    -0.086662
vwretd    1.720944
dtype: float64, 79827: const    -0.006531
vwretd    0.613627
dtype: float64, 79828: const    -0.004702
vwretd    0.760640
dtype: float64, 79829: const    -0.063465
vwretd    2.094494
dtype: float64, 79830: const    -0.053889
vwretd    2.068556
dtype: float64, 79831: const    -0.021750
vwretd   -0.072962
dtype: float64, 79832: const    -0.312249
vwretd    1.756219
dtype: float64, 79833: const     0.056457
vwretd    0.807153
dtype: float64, 79834: const    -0.074043
vwretd   -2.210953
dtype: float64, 79835: const    -0.116252
vwretd    4.893106
dtype: float64, 79836: const     0.011640
vwretd    2.268542
dtype: float64, 79837: const    -0.021345
vwretd   -0.940123
dtype: float64, 79838: const     0.011999
vwretd    0.543871
dtype: float64, 79839: const     0.004308
vwretd    1.168072
dtype: float64, 79840: const    -0.015448
vwretd    1.345031
dtype: float64, 79841: const     0.007462
vwretd    1.079963
dtype: float64, 79842: const    -0.019873
vwretd    3.770816
dtype: float64, 79843: const    -0.081433
vwretd    0.615567
dtype: float64, 79844: const     0.006071
vwretd    0.216303
dtype: float64, 79845: const    -0.003086
vwretd    0.448401
dtype: float64, 79846: const    -0.001449
vwretd    1.237590
dtype: float64, 79847: const     0.012345
vwretd    1.001867
dtype: float64, 79848: const    -0.009213
vwretd    1.905551
dtype: float64, 79850: const    -0.023606
vwretd    1.873186
dtype: float64, 79851: const     0.004174
vwretd    0.823945
dtype: float64, 79852: const    -0.054609
vwretd    1.630992
dtype: float64, 79853: const    -0.021959
vwretd    1.822981
dtype: float64, 79854: const    -0.076910
vwretd   -0.991132
dtype: float64, 79855: const    -0.017447
vwretd   -0.454814
dtype: float64, 79856: const    -0.007761
vwretd    1.035558
dtype: float64, 79857: const     0.009184
vwretd    1.743988
dtype: float64, 79858: const    -0.047278
vwretd    1.589972
dtype: float64, 79859: const     0.006075
vwretd    0.724763
dtype: float64, 79860: const    -0.015043
vwretd    0.998160
dtype: float64, 79861: const    -0.024384
vwretd    0.339705
dtype: float64, 79862: const     0.002107
vwretd    1.272687
dtype: float64, 79863: const    -0.006671
vwretd    0.425521
dtype: float64, 79864: const     0.007822
vwretd    0.791514
dtype: float64, 79865: const     0.009230
vwretd    0.860703
dtype: float64, 79866: const     0.002406
vwretd    1.451078
dtype: float64, 79867: const     0.006078
vwretd    0.124609
dtype: float64, 79868: const     0.017911
vwretd    0.933978
dtype: float64, 79869: const    -0.155179
vwretd    5.958947
dtype: float64, 79870: const     0.019282
vwretd    1.320980
dtype: float64, 79871: const    -0.107078
vwretd    1.884170
dtype: float64, 79872: const    -0.004073
vwretd    1.309229
dtype: float64, 79873: const     0.017411
vwretd    0.894969
dtype: float64, 79874: const    -0.220239
vwretd    0.741658
dtype: float64, 79875: const    -0.037278
vwretd    1.389186
dtype: float64, 79876: const     0.000444
vwretd    0.298486
dtype: float64, 79877: const    -0.040521
vwretd    2.408798
dtype: float64, 79878: const     0.006340
vwretd    1.214351
dtype: float64, 79879: const     0.002023
vwretd    2.092407
dtype: float64, 79880: const    -0.041594
vwretd    1.244137
dtype: float64, 79881: const     0.007109
vwretd    1.216677
dtype: float64, 79882: const     0.024742
vwretd    1.615258
dtype: float64, 79883: const     0.084811
vwretd    0.725236
dtype: float64, 79884: const     0.003024
vwretd    1.044815
dtype: float64, 79885: const     0.005389
vwretd    0.159073
dtype: float64, 79886: const     0.009472
vwretd    2.882829
dtype: float64, 79887: const    -0.080432
vwretd    1.626224
dtype: float64, 79888: const    -0.006002
vwretd    1.209215
dtype: float64, 79890: const     0.017155
vwretd    0.321638
dtype: float64, 79891: const    -0.003825
vwretd    1.224085
dtype: float64, 79893: const     0.007009
vwretd    0.541988
dtype: float64, 79894: const     0.006967
vwretd    0.212176
dtype: float64, 79895: const    -0.000667
vwretd    1.343315
dtype: float64, 79896: const    -0.041453
vwretd    0.545360
dtype: float64, 79897: const     0.008846
vwretd    0.209632
dtype: float64, 79898: const     0.014666
vwretd    0.983234
dtype: float64, 79899: const     0.012671
vwretd    0.450899
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vwretd    0.938438
dtype: float64, 79901: const    -0.010572
vwretd    0.952393
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vwretd    0.930316
dtype: float64, 79903: const    -0.007431
vwretd    0.950621
dtype: float64, 79904: const     0.005284
vwretd    0.071725
dtype: float64, 79905: const    -0.011660
vwretd    0.128248
dtype: float64, 79906: const     0.013830
vwretd    1.682934
dtype: float64, 79907: const    -0.004682
vwretd    1.258541
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vwretd    0.693397
dtype: float64, 79909: const     0.003280
vwretd    1.427648
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vwretd    0.644074
dtype: float64, 79912: const     0.003164
vwretd    0.570169
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vwretd   -0.588932
dtype: float64, 79914: const     0.004814
vwretd    0.138680
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vwretd    1.142502
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vwretd    0.292207
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vwretd    0.069071
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vwretd    0.473004
dtype: float64, 79919: const     0.017719
vwretd    0.083011
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vwretd    0.661527
dtype: float64, 79921: const     0.004572
vwretd    0.155481
dtype: float64, 79922: const     0.004475
vwretd    0.893913
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vwretd    0.743157
dtype: float64, 79924: const    -0.044638
vwretd    9.247485
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vwretd   -0.252201
dtype: float64, 79926: const     0.006376
vwretd    0.086218
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vwretd    0.964811
dtype: float64, 79928: const    -0.002752
vwretd    0.804346
dtype: float64, 79929: const    -0.000576
vwretd    1.029623
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vwretd    0.545078
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vwretd   -0.32001
dtype: float64, 79932: const    -0.040984
vwretd    0.886325
dtype: float64, 79933: const     0.015835
vwretd    0.560993
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vwretd    1.283784
dtype: float64, 79935: const    -0.004947
vwretd    2.423674
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vwretd    1.565558
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vwretd    0.414985
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vwretd   -2.476339
dtype: float64, 79940: const    -0.036753
vwretd    1.943685
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vwretd    2.471391
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vwretd    1.465574
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vwretd    0.681450
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vwretd    0.427027
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vwretd   -0.791333
dtype: float64, 79946: const     0.012115
vwretd    0.819432
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vwretd    0.444604
dtype: float64, 79948: const    -0.057894
vwretd    0.314631
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vwretd   -1.082872
dtype: float64, 79950: const    -0.010089
vwretd    2.030430
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vwretd    0.628226
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vwretd    0.156865
dtype: float64, 79953: const    -0.031120
vwretd    1.507062
dtype: float64, 79954: const    -0.005086
vwretd    0.903891
dtype: float64, 79955: const    -0.145576
vwretd    3.783547
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vwretd    0.483048
dtype: float64, 79957: const    -0.023583
vwretd    1.325619
dtype: float64, 79958: const    -0.007260
vwretd    1.319421
dtype: float64, 79959: const     0.120135
vwretd    3.014005
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vwretd    2.336229
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vwretd   -0.631681
dtype: float64, 79962: const     0.001209
vwretd    1.155807
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vwretd    0.228437
dtype: float64, 79964: const     0.013133
vwretd    0.279484
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vwretd    0.096014
dtype: float64, 79966: const     0.007637
vwretd    2.054449
dtype: float64, 79967: const    -0.077741
vwretd    1.267812
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vwretd    0.450215
dtype: float64, 79969: const     0.016794
vwretd    1.046094
dtype: float64, 79970: const     0.045763
vwretd   -0.774770
dtype: float64, 79971: const    -0.008577
vwretd    0.698614
dtype: float64, 79972: const     0.046422
vwretd    0.983003
dtype: float64, 79973: const    -0.008278
vwretd    2.110085
dtype: float64, 79974: const     0.002764
vwretd    0.464622
dtype: float64, 79975: const    -0.018188
vwretd    1.297731
dtype: float64, 79976: const     0.032226
vwretd    1.017001
dtype: float64, 79977: const     0.018980
vwretd    2.539231
dtype: float64, 79978: const     0.037232
vwretd    0.061242
dtype: float64, 79979: const     0.008531
vwretd    0.642018
dtype: float64, 79980: const    -0.089710
vwretd    1.912454
dtype: float64, 79981: const    -0.022507
vwretd    1.722569
dtype: float64, 79982: const    -0.099990
vwretd    3.470131
dtype: float64, 79983: const    -0.087739
vwretd    4.649115
dtype: float64, 79984: const    -0.117028
vwretd    4.024881
dtype: float64, 79985: const     0.023534
vwretd   -0.237968
dtype: float64, 79986: const     0.025103
vwretd    0.006783
dtype: float64, 79987: const    -0.046296
vwretd    0.475289
dtype: float64, 79988: const     0.018883
vwretd    0.048285
dtype: float64, 79990: const     0.015723
vwretd    0.642055
dtype: float64, 79991: const     0.018416
vwretd    2.082051
dtype: float64, 79992: const    -0.061154
vwretd    3.503967
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vwretd    1.947783
dtype: float64, 79994: const     0.012497
vwretd    0.330889
dtype: float64, 79995: const     0.039537
vwretd    1.260454
dtype: float64, 79996: const     0.002685
vwretd    2.107311
dtype: float64, 79997: const    -0.020053
vwretd   -0.449316
dtype: float64, 79998: const     0.008685
vwretd    0.888981
dtype: float64, 79999: const    -0.006167
vwretd    0.584910
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vwretd    0.890872
dtype: float64, 80001: const     0.012047
vwretd    1.705295
dtype: float64, 80002: const     0.011438
vwretd    0.171190
dtype: float64, 80003: const     0.023412
vwretd    0.229963
dtype: float64, 80004: const    -0.012859
vwretd    1.737491
dtype: float64, 80005: const    -0.015853
vwretd    2.035071
dtype: float64, 80006: const     0.018627
vwretd    0.463222
dtype: float64, 80007: const     0.008641
vwretd    0.589541
dtype: float64, 80008: const     0.000515
vwretd    1.171149
dtype: float64, 80009: const     0.037814
vwretd    0.886516
dtype: float64, 80010: const     0.018731
vwretd    0.470134
dtype: float64, 80011: const    -0.027802
vwretd    1.585642
dtype: float64, 80012: const     0.005601
vwretd    1.416008
dtype: float64, 80013: const     0.003918
vwretd    0.769637
dtype: float64, 80014: const     0.003219
vwretd    0.311159
dtype: float64, 80015: const    -0.101619
vwretd    1.488554
dtype: float64, 80017: const    -0.089365
vwretd    4.541445
dtype: float64, 80018: const     0.025892
vwretd   -1.818160
dtype: float64, 80019: const    -0.003237
vwretd    1.595195
dtype: float64, 80020: const     0.006684
vwretd    2.523796
dtype: float64, 80021: const     0.012315
vwretd    0.425253
dtype: float64, 80022: const     0.041489
vwretd    0.478109
dtype: float64, 80023: const    -0.003693
vwretd    1.255517
dtype: float64, 80024: const     0.021562
vwretd   -0.025236
dtype: float64, 80025: const     0.019813
vwretd    0.201876
dtype: float64, 80026: const     0.020739
vwretd    0.235124
dtype: float64, 80027: const    -0.006917
vwretd    0.926045
dtype: float64, 80028: const    -0.018290
vwretd    2.971397
dtype: float64, 80029: const     0.006476
vwretd    0.628665
dtype: float64, 80030: const     0.018894
vwretd    1.492905
dtype: float64, 80031: const     0.017614
vwretd    0.316737
dtype: float64, 80032: const     0.013627
vwretd    1.356780
dtype: float64, 80033: const     0.012139
vwretd   -0.024968
dtype: float64, 80034: const     0.012123
vwretd    1.427701
dtype: float64, 80035: const    -0.072659
vwretd    1.234081
dtype: float64, 80036: const    -0.010610
vwretd    3.562181
dtype: float64, 80037: const     0.010638
vwretd    1.062831
dtype: float64, 80038: const    -0.051878
vwretd    0.862213
dtype: float64, 80039: const     0.008884
vwretd    0.887448
dtype: float64, 80040: const     0.039949
vwretd    0.900372
dtype: float64, 80041: const    -0.087782
vwretd   -1.152610
dtype: float64, 80042: const    -0.008413
vwretd    1.054899
dtype: float64, 80043: const    -0.006027
vwretd    0.758856
dtype: float64, 80044: const     0.009228
vwretd    1.127270
dtype: float64, 80045: const    -0.019452
vwretd   -0.419742
dtype: float64, 80046: const     0.003538
vwretd    1.036046
dtype: float64, 80047: const    -0.035051
vwretd    1.430137
dtype: float64, 80048: const    -0.050208
vwretd   -0.066245
dtype: float64, 80049: const     0.013793
vwretd    2.314373
dtype: float64, 80050: const     0.011654
vwretd    0.872846
dtype: float64, 80051: const    -0.196245
vwretd    2.158044
dtype: float64, 80052: const    -0.093180
vwretd    1.878514
dtype: float64, 80053: const     0.077215
vwretd   -0.230092
dtype: float64, 80054: const     0.004123
vwretd    1.208133
dtype: float64, 80055: const     0.025327
vwretd    2.544124
dtype: float64, 80056: const    -0.011573
vwretd    1.188036
dtype: float64, 80057: const     0.004561
vwretd    1.028423
dtype: float64, 80058: const     0.025942
vwretd   -0.139978
dtype: float64, 80059: const    -0.327899
vwretd    5.636653
dtype: float64, 80060: const     0.045902
vwretd   -0.351434
dtype: float64, 80061: const    -0.069056
vwretd    2.944643
dtype: float64, 80062: const    -0.015533
vwretd    0.591950
dtype: float64, 80063: const    -0.011092
vwretd    0.449125
dtype: float64, 80064: const    -0.000825
vwretd    0.778391
dtype: float64, 80065: const     0.014604
vwretd    0.612715
dtype: float64, 80068: const    -0.089847
vwretd    1.521527
dtype: float64, 80069: const     0.013862
vwretd    1.686525
dtype: float64, 80070: const     0.006217
vwretd    1.104889
dtype: float64, 80071: const    -0.017881
vwretd    0.218968
dtype: float64, 80072: const     0.00657
vwretd    0.62190
dtype: float64, 80073: const     0.011389
vwretd    0.879812
dtype: float64, 80074: const     0.005176
vwretd    1.147755
dtype: float64, 80075: const     0.014902
vwretd    0.180726
dtype: float64, 80076: const    -0.016358
vwretd    0.814579
dtype: float64, 80077: const     0.000735
vwretd    0.482922
dtype: float64, 80078: const     0.003097
vwretd    0.470292
dtype: float64, 80079: const     0.007444
vwretd    1.171149
dtype: float64, 80080: const    -0.000674
vwretd    1.279874
dtype: float64, 80081: const    -0.004517
vwretd    1.173918
dtype: float64, 80082: const    -0.009727
vwretd    0.878261
dtype: float64, 80083: const    -0.010623
vwretd    1.096390
dtype: float64, 80084: const     0.006283
vwretd    0.325488
dtype: float64, 80085: const    -0.079409
vwretd    1.056682
dtype: float64, 80086: const    -0.069860
vwretd    0.823318
dtype: float64, 80087: const    -0.002137
vwretd    0.643422
dtype: float64, 80088: const    -0.076139
vwretd    2.629056
dtype: float64, 80089: const    -0.007968
vwretd    1.480964
dtype: float64, 80090: const     0.000973
vwretd    0.520533
dtype: float64, 80091: const    -0.000678
vwretd    0.610561
dtype: float64, 80092: const     0.005365
vwretd    0.525129
dtype: float64, 80093: const    -0.042270
vwretd    1.791999
dtype: float64, 80094: const     0.012685
vwretd    0.810525
dtype: float64, 80095: const    -0.016565
vwretd    0.726531
dtype: float64, 80096: const     0.005167
vwretd    0.657630
dtype: float64, 80097: const    -0.028135
vwretd    1.130193
dtype: float64, 80098: const     0.010698
vwretd    0.790822
dtype: float64, 80099: const     0.001210
vwretd    1.201449
dtype: float64, 80100: const     0.004815
vwretd    0.871457
dtype: float64, 80101: const     0.002491
vwretd    0.888567
dtype: float64, 80102: const     0.007038
vwretd    0.678542
dtype: float64, 80103: const     0.006418
vwretd    0.069770
dtype: float64, 80104: const     0.050479
vwretd    1.199459
dtype: float64, 80105: const    -0.020614
vwretd    1.095400
dtype: float64, 80106: const    -0.024820
vwretd    0.503737
dtype: float64, 80107: const     0.027334
vwretd    0.870221
dtype: float64, 80108: const     0.043696
vwretd    1.683668
dtype: float64, 80109: const     0.056766
vwretd   -0.636466
dtype: float64, 80110: const    -0.020935
vwretd    1.194098
dtype: float64, 80111: const    -0.056772
vwretd    0.411841
dtype: float64, 80112: const     0.001917
vwretd    0.814612
dtype: float64, 80113: const     0.002596
vwretd    1.169512
dtype: float64, 80114: const     0.007296
vwretd    2.412119
dtype: float64, 80115: const     0.021912
vwretd    0.285735
dtype: float64, 80116: const     0.030899
vwretd    1.873572
dtype: float64, 80117: const    -0.121810
vwretd    2.411418
dtype: float64, 80118: const    -0.179790
vwretd    0.409054
dtype: float64, 80119: const    -0.027107
vwretd    1.412562
dtype: float64, 80120: const     0.019728
vwretd    1.453397
dtype: float64, 80121: const     0.018373
vwretd    0.374768
dtype: float64, 80122: const     0.018809
vwretd   -0.015479
dtype: float64, 80123: const    -0.039916
vwretd    3.271581
dtype: float64, 80124: const     0.030097
vwretd   -0.250194
dtype: float64, 80125: const     0.012371
vwretd    0.661439
dtype: float64, 80126: const    -0.011389
vwretd    0.859032
dtype: float64, 80127: const     0.015023
vwretd    0.716254
dtype: float64, 80128: const     0.008808
vwretd    1.041470
dtype: float64, 80129: const     0.012005
vwretd    0.360146
dtype: float64, 80130: const     0.020176
vwretd    0.299406
dtype: float64, 80131: const     0.001136
vwretd    0.713809
dtype: float64, 80132: const     0.005526
vwretd    0.671458
dtype: float64, 80133: const     0.121376
vwretd   -5.619970
dtype: float64, 80134: const    -0.019231
vwretd    0.851763
dtype: float64, 80135: const     0.000437
vwretd    1.636372
dtype: float64, 80136: const     0.019465
vwretd    1.807056
dtype: float64, 80137: const     0.052593
vwretd    1.200566
dtype: float64, 80138: const     0.024582
vwretd   -1.228935
dtype: float64, 80139: const     0.020184
vwretd   -0.037763
dtype: float64, 80140: const    -0.009454
vwretd    3.670143
dtype: float64, 80141: const    -0.127780
vwretd    2.154159
dtype: float64, 80142: const     0.025234
vwretd    1.280818
dtype: float64, 80143: const     0.025332
vwretd    0.186136
dtype: float64, 80144: const     0.024138
vwretd    1.858786
dtype: float64, 80145: const     0.019754
vwretd    1.187230
dtype: float64, 80146: const     0.010802
vwretd    1.376752
dtype: float64, 80147: const     0.034523
vwretd    0.271035
dtype: float64, 80148: const    -0.065535
vwretd   -3.171393
dtype: float64, 80149: const    -0.003395
vwretd    1.068645
dtype: float64, 80150: const     0.016913
vwretd    0.374145
dtype: float64, 80151: const     0.008280
vwretd    0.300369
dtype: float64, 80152: const     0.002801
vwretd    0.768231
dtype: float64, 80153: const     0.023753
vwretd    1.118000
dtype: float64, 80154: const    -0.000850
vwretd    0.387532
dtype: float64, 80155: const     0.001160
vwretd    0.196594
dtype: float64, 80156: const     0.002829
vwretd    0.669585
dtype: float64, 80157: const     0.036460
vwretd    0.650296
dtype: float64, 80158: const    -0.079179
vwretd    2.383469
dtype: float64, 80159: const     0.003742
vwretd    0.224443
dtype: float64, 80160: const     0.005846
vwretd    0.789141
dtype: float64, 80161: const     0.012553
vwretd    0.537284
dtype: float64, 80162: const    -0.064334
vwretd    3.673430
dtype: float64, 80163: const    -0.015961
vwretd    1.899839
dtype: float64, 80164: const    -0.065999
vwretd    1.703556
dtype: float64, 80165: const     0.016984
vwretd    1.483332
dtype: float64, 80166: const     0.004822
vwretd    0.529202
dtype: float64, 80167: const     0.004004
vwretd    1.024368
dtype: float64, 80168: const     0.012675
vwretd    0.955859
dtype: float64, 80169: const     0.016789
vwretd    1.062227
dtype: float64, 80170: const     0.012318
vwretd   -0.055598
dtype: float64, 80171: const     0.011205
vwretd   -0.021504
dtype: float64, 80172: const    -0.003964
vwretd    0.435575
dtype: float64, 80173: const     0.004781
vwretd    0.492844
dtype: float64, 80174: const    -0.010041
vwretd    0.672407
dtype: float64, 80175: const     0.013132
vwretd    0.134395
dtype: float64, 80176: const     0.016768
vwretd    0.040131
dtype: float64, 80177: const    -0.007291
vwretd    0.870032
dtype: float64, 80178: const     0.011184
vwretd    0.187859
dtype: float64, 80179: const     0.00572
vwretd    0.48186
dtype: float64, 80180: const     0.002382
vwretd    1.194545
dtype: float64, 80181: const     0.025951
vwretd   -0.291455
dtype: float64, 80182: const     0.009813
vwretd    0.196647
dtype: float64, 80183: const     0.006752
vwretd    0.612301
dtype: float64, 80184: const     0.002105
vwretd    0.506334
dtype: float64, 80185: const     0.003033
vwretd    1.691334
dtype: float64, 80186: const     0.001811
vwretd    0.805195
dtype: float64, 80187: const     0.009617
vwretd    1.033358
dtype: float64, 80188: const    -0.097873
vwretd    1.648803
dtype: float64, 80189: const     0.016582
vwretd    0.718369
dtype: float64, 80190: const     0.009698
vwretd    0.259646
dtype: float64, 80191: const     0.005291
vwretd    1.296463
dtype: float64, 80192: const    -0.021492
vwretd    0.304512
dtype: float64, 80193: const    -0.005750
vwretd    2.381725
dtype: float64, 80195: const    -0.001928
vwretd    0.567497
dtype: float64, 80196: const     0.002611
vwretd    0.694377
dtype: float64, 80197: const    -0.008635
vwretd    0.582351
dtype: float64, 80198: const    -0.021524
vwretd    1.339237
dtype: float64, 80199: const     0.012359
vwretd    0.573021
dtype: float64, 80200: const     0.001759
vwretd    1.056475
dtype: float64, 80201: const     0.007601
vwretd    1.001249
dtype: float64, 80202: const     0.006816
vwretd    0.160309
dtype: float64, 80203: const     0.009545
vwretd   -0.017466
dtype: float64, 80204: const     0.005245
vwretd    0.899716
dtype: float64, 80205: const     0.000209
vwretd    0.572019
dtype: float64, 80206: const     0.002282
vwretd    1.040450
dtype: float64, 80207: const     0.006307
vwretd    0.065536
dtype: float64, 80208: const     0.003260
vwretd    0.858519
dtype: float64, 80209: const     0.009203
vwretd    0.396066
dtype: float64, 80210: const     0.003393
vwretd    0.846705
dtype: float64, 80211: const     0.005612
vwretd    0.880504
dtype: float64, 80212: const     0.009825
vwretd    0.170171
dtype: float64, 80213: const     0.006781
vwretd    0.189788
dtype: float64, 80214: const     0.008434
vwretd    0.648582
dtype: float64, 80215: const    -0.014707
vwretd    1.828176
dtype: float64, 80216: const     0.013731
vwretd    0.949334
dtype: float64, 80217: const    -0.004843
vwretd    0.766327
dtype: float64, 80220: const    -0.021159
vwretd    2.035463
dtype: float64, 80221: const    -0.054861
vwretd    2.037936
dtype: float64, 80222: const     0.146830
vwretd   -2.468783
dtype: float64, 80223: const     0.003426
vwretd    0.890068
dtype: float64, 80224: const    -0.003594
vwretd   -0.011928
dtype: float64, 80225: const     0.000249
vwretd    0.220777
dtype: float64, 80226: const    -0.042175
vwretd    1.209653
dtype: float64, 80227: const    -0.009399
vwretd    1.268902
dtype: float64, 80228: const     0.000770
vwretd    1.284516
dtype: float64, 80229: const     0.172552
vwretd   -2.581590
dtype: float64, 80230: const    -0.054886
vwretd    1.040060
dtype: float64, 80231: const    -0.034168
vwretd    1.894677
dtype: float64, 80232: const     0.064646
vwretd    0.336236
dtype: float64, 80233: const     0.005503
vwretd    1.037931
dtype: float64, 80234: const    -0.010736
vwretd    1.783476
dtype: float64, 80235: const     0.002515
vwretd    1.151313
dtype: float64, 80236: const    -0.001212
vwretd    1.413598
dtype: float64, 80237: const     0.005923
vwretd    1.772033
dtype: float64, 80238: const     0.022452
vwretd    0.945548
dtype: float64, 80239: const    -0.000391
vwretd    0.872240
dtype: float64, 80240: const    -0.009679
vwretd    0.825975
dtype: float64, 80241: const     0.009628
vwretd    0.453654
dtype: float64, 80242: const     0.005016
vwretd    0.838411
dtype: float64, 80243: const     0.002318
vwretd    0.746533
dtype: float64, 80244: const    -0.032122
vwretd    1.533840
dtype: float64, 80245: const    -0.004166
vwretd    1.120434
dtype: float64, 80246: const    -0.035400
vwretd    0.592199
dtype: float64, 80248: const     0.020727
vwretd    1.485916
dtype: float64, 80249: const     0.023924
vwretd    1.545193
dtype: float64, 80250: const     0.055701
vwretd    1.015175
dtype: float64, 80251: const     0.068061
vwretd    5.150122
dtype: float64, 80252: const     0.002273
vwretd    2.288861
dtype: float64, 80253: const     0.035019
vwretd    1.727982
dtype: float64, 80254: const     0.005587
vwretd    1.258771
dtype: float64, 80255: const     0.080782
vwretd    1.391345
dtype: float64, 80256: const    -0.015113
vwretd    0.871872
dtype: float64, 80257: const     0.001204
vwretd    2.554154
dtype: float64, 80258: const    -0.013381
vwretd    0.947377
dtype: float64, 80259: const     0.056248
vwretd    0.630517
dtype: float64, 80260: const    -0.005261
vwretd    1.184281
dtype: float64, 80261: const    -0.343181
vwretd    5.957555
dtype: float64, 80262: const    -0.047389
vwretd    2.391527
dtype: float64, 80263: const    -0.065746
vwretd    2.252328
dtype: float64, 80264: const    -0.002968
vwretd    0.908094
dtype: float64, 80265: const    -0.085471
vwretd    2.069565
dtype: float64, 80266: const     0.014244
vwretd    2.045916
dtype: float64, 80267: const    -0.040780
vwretd    0.686936
dtype: float64, 80268: const     0.007954
vwretd    0.312966
dtype: float64, 80269: const    -0.168609
vwretd   -3.829068
dtype: float64, 80270: const    -0.094702
vwretd    0.604451
dtype: float64, 80271: const     0.025475
vwretd    0.047472
dtype: float64, 80272: const     0.006367
vwretd    0.902809
dtype: float64, 80273: const     0.013948
vwretd   -0.412036
dtype: float64, 80274: const     0.006482
vwretd    1.166102
dtype: float64, 80275: const     0.068527
vwretd    1.388211
dtype: float64, 80276: const     0.018510
vwretd    1.506722
dtype: float64, 80278: const     0.007593
vwretd    0.912628
dtype: float64, 80279: const     0.016141
vwretd    2.553305
dtype: float64, 80280: const    -0.018636
vwretd   -0.436797
dtype: float64, 80281: const    -0.040078
vwretd   -0.828862
dtype: float64, 80282: const    -0.061824
vwretd    1.197069
dtype: float64, 80283: const    -0.026594
vwretd    0.534013
dtype: float64, 80284: const     0.008150
vwretd    0.717005
dtype: float64, 80285: const    -0.025300
vwretd   -0.422735
dtype: float64, 80286: const     0.012729
vwretd    0.930094
dtype: float64, 80287: const    -0.178093
vwretd    2.575599
dtype: float64, 80288: const    -0.006105
vwretd    0.397938
dtype: float64, 80289: const     0.096883
vwretd    0.086794
dtype: float64, 80290: const     0.006403
vwretd    0.653256
dtype: float64, 80292: const     0.000704
vwretd    1.172976
dtype: float64, 80293: const    -0.011146
vwretd    1.083988
dtype: float64, 80294: const     0.008822
vwretd    0.055415
dtype: float64, 80295: const    -0.027920
vwretd    1.430321
dtype: float64, 80296: const    -0.179392
vwretd    3.167515
dtype: float64, 80297: const    -0.002018
vwretd    1.387667
dtype: float64, 80298: const    -0.151047
vwretd    0.533319
dtype: float64, 80299: const    -0.016457
vwretd   -2.683051
dtype: float64, 80300: const    -0.088522
vwretd    4.467955
dtype: float64, 80301: const    -0.087318
vwretd    7.676240
dtype: float64, 80302: const    -0.028815
vwretd    1.620013
dtype: float64, 80303: const    -0.007194
vwretd    2.132422
dtype: float64, 80304: const     0.00616
vwretd    1.06409
dtype: float64, 80305: const    -0.043597
vwretd    1.424129
dtype: float64, 80306: const     0.015426
vwretd    1.858335
dtype: float64, 80307: const     0.011772
vwretd    1.002518
dtype: float64, 80308: const     0.000154
vwretd    1.177288
dtype: float64, 80309: const    -0.006836
vwretd    0.803042
dtype: float64, 80310: const    -0.002538
vwretd    1.194050
dtype: float64, 80311: const     0.018972
vwretd    3.115645
dtype: float64, 80312: const     0.012369
vwretd    2.198103
dtype: float64, 80313: const    -0.034119
vwretd    1.349005
dtype: float64, 80314: const    -0.085052
vwretd    1.194059
dtype: float64, 80315: const     0.012467
vwretd    1.057819
dtype: float64, 80316: const    -0.007964
vwretd    1.666748
dtype: float64, 80317: const    -0.003587
vwretd    0.868247
dtype: float64, 80318: const     0.029208
vwretd   -0.244453
dtype: float64, 80319: const     0.022481
vwretd    0.226201
dtype: float64, 80320: const     0.012078
vwretd    1.065766
dtype: float64, 80321: const    -0.060225
vwretd    1.219153
dtype: float64, 80322: const    -0.093162
vwretd    2.388070
dtype: float64, 80323: const    -0.014717
vwretd   -0.942137
dtype: float64, 80324: const    -0.04507
vwretd    0.98027
dtype: float64, 80325: const    -0.013560
vwretd    1.678302
dtype: float64, 80326: const     0.013812
vwretd    0.278984
dtype: float64, 80327: const    -0.046586
vwretd    2.723692
dtype: float64, 80328: const     0.011455
vwretd    0.370658
dtype: float64, 80329: const    -0.000030
vwretd    2.201353
dtype: float64, 80330: const     0.054377
vwretd    1.359770
dtype: float64, 80331: const    -0.024682
vwretd    3.128322
dtype: float64, 80332: const    -0.001709
vwretd    2.618154
dtype: float64, 80333: const    -0.019293
vwretd    0.623532
dtype: float64, 80334: const     0.008603
vwretd    1.262591
dtype: float64, 80335: const    -0.085766
vwretd    2.669329
dtype: float64, 80336: const     0.006612
vwretd    0.388097
dtype: float64, 80337: const     0.066279
vwretd    1.024037
dtype: float64, 80338: const     0.007951
vwretd    0.091732
dtype: float64, 80340: const     0.009989
vwretd    0.184928
dtype: float64, 80341: const    -0.003779
vwretd    1.223887
dtype: float64, 80342: const    -0.178556
vwretd    2.924601
dtype: float64, 80343: const    -0.002130
vwretd    1.811109
dtype: float64, 80344: const     0.013747
vwretd    0.363173
dtype: float64, 80345: const    -0.014635
vwretd    1.639724
dtype: float64, 80346: const     0.051117
vwretd   -1.138545
dtype: float64, 80347: const     0.010018
vwretd    1.079936
dtype: float64, 80348: const     0.009332
vwretd    0.565165
dtype: float64, 80349: const    -0.000284
vwretd   -1.088900
dtype: float64, 80350: const    -0.044191
vwretd    0.663222
dtype: float64, 80351: const    -0.036423
vwretd    0.765101
dtype: float64, 80352: const     0.008999
vwretd    0.971527
dtype: float64, 80353: const    -0.017751
vwretd    0.719267
dtype: float64, 80354: const     0.024017
vwretd   -0.011572
dtype: float64, 80355: const    -0.003054
vwretd    0.952178
dtype: float64, 80356: const    -0.042845
vwretd    0.769036
dtype: float64, 80357: const     0.013893
vwretd    0.380088
dtype: float64, 80358: const     0.009707
vwretd    1.241073
dtype: float64, 80359: const     0.002782
vwretd   -0.250112
dtype: float64, 80360: const    -0.012651
vwretd    2.206081
dtype: float64, 80361: const     0.007472
vwretd    1.006452
dtype: float64, 80362: const     0.002471
vwretd    1.309351
dtype: float64, 80363: const    -0.166030
vwretd    1.768266
dtype: float64, 80364: const     0.011674
vwretd    0.279349
dtype: float64, 80365: const     0.002357
vwretd    0.639158
dtype: float64, 80366: const    -0.060215
vwretd    3.045565
dtype: float64, 80367: const     0.026676
vwretd    0.167269
dtype: float64, 80368: const     0.001205
vwretd    1.144460
dtype: float64, 80369: const     0.016411
vwretd    0.571097
dtype: float64, 80370: const    -0.006651
vwretd    1.056897
dtype: float64, 80371: const    -0.053180
vwretd    1.434343
dtype: float64, 80372: const    -0.003329
vwretd    1.586000
dtype: float64, 80373: const    -0.143557
vwretd    2.973465
dtype: float64, 80374: const     0.018912
vwretd    0.986183
dtype: float64, 80375: const     0.005592
vwretd    1.375341
dtype: float64, 80376: const    -0.039355
vwretd    0.944578
dtype: float64, 80377: const    -0.240078
vwretd    1.969589
dtype: float64, 80378: const     0.004378
vwretd    0.451501
dtype: float64, 80379: const    -0.084133
vwretd   -2.140546
dtype: float64, 80380: const     0.022814
vwretd    2.380752
dtype: float64, 80381: const     0.005344
vwretd    0.752557
dtype: float64, 80382: const    -0.017030
vwretd    0.237531
dtype: float64, 80383: const    -0.071905
vwretd    1.860971
dtype: float64, 80384: const     0.005368
vwretd    0.655405
dtype: float64, 80385: const    -0.024769
vwretd    1.512464
dtype: float64, 80386: const    -0.027267
vwretd    2.125841
dtype: float64, 80387: const    -0.008343
vwretd    0.388058
dtype: float64, 80388: const     0.025483
vwretd    0.791144
dtype: float64, 80389: const    -0.024349
vwretd    1.371685
dtype: float64, 80390: const    -0.049617
vwretd   -0.634726
dtype: float64, 80391: const    -0.028555
vwretd    2.238060
dtype: float64, 80392: const    -0.004255
vwretd    0.537309
dtype: float64, 80393: const     0.034528
vwretd    0.494930
dtype: float64, 80394: const     0.005670
vwretd    0.292039
dtype: float64, 80395: const     0.005786
vwretd    0.211521
dtype: float64, 80396: const    -0.046062
vwretd    0.990871
dtype: float64, 80397: const    -0.005903
vwretd    0.874059
dtype: float64, 80398: const     0.004162
vwretd    0.638733
dtype: float64, 80399: const     0.001684
vwretd    1.393873
dtype: float64, 80400: const    -0.020291
vwretd    1.337496
dtype: float64, 80401: const     0.003911
vwretd    0.376087
dtype: float64, 80402: const     0.002602
vwretd    0.190022
dtype: float64, 80404: const    -0.035248
vwretd    1.245328
dtype: float64, 80405: const     0.000619
vwretd    0.692448
dtype: float64, 80406: const     0.009322
vwretd    1.250014
dtype: float64, 80407: const    -0.015589
vwretd    1.735359
dtype: float64, 80408: const     0.009058
vwretd    0.350692
dtype: float64, 80409: const     0.000572
vwretd    1.592169
dtype: float64, 80410: const    -0.007693
vwretd    1.273731
dtype: float64, 80411: const     0.005804
vwretd    0.989927
dtype: float64, 80412: const     0.008542
vwretd    0.547773
dtype: float64, 80413: const    -0.005337
vwretd    0.035983
dtype: float64, 80414: const     0.056485
vwretd    0.616451
dtype: float64, 80415: const     0.008028
vwretd    1.035410
dtype: float64, 80416: const     0.013693
vwretd    0.584567
dtype: float64, 80417: const     0.006810
vwretd    0.546497
dtype: float64, 80418: const     0.018520
vwretd   -0.067805
dtype: float64, 80419: const    -0.100866
vwretd    5.311701
dtype: float64, 80420: const     0.013929
vwretd    0.191821
dtype: float64, 80421: const     0.005023
vwretd    0.440963
dtype: float64, 80422: const    -0.014590
vwretd    1.535344
dtype: float64, 80423: const     0.004109
vwretd    0.107782
dtype: float64, 80424: const     0.008114
vwretd    0.318422
dtype: float64, 80425: const    -0.018039
vwretd    2.012942
dtype: float64, 80426: const     0.017724
vwretd   -0.187479
dtype: float64, 80427: const    -0.012450
vwretd    1.153628
dtype: float64, 80428: const    -0.024337
vwretd    1.366056
dtype: float64, 80429: const     0.003486
vwretd    1.013076
dtype: float64, 80430: const    -0.003520
vwretd    1.079705
dtype: float64, 80431: const     0.000195
vwretd    1.083198
dtype: float64, 80432: const     0.009234
vwretd    1.466531
dtype: float64, 80433: const    -0.075731
vwretd    0.882460
dtype: float64, 80434: const     0.006046
vwretd    0.879509
dtype: float64, 80435: const     0.067940
vwretd    1.124089
dtype: float64, 80436: const    -0.000720
vwretd    1.670748
dtype: float64, 80437: const    -0.014340
vwretd    1.436454
dtype: float64, 80438: const    -0.009077
vwretd    0.045894
dtype: float64, 80439: const     0.022917
vwretd    1.758124
dtype: float64, 80440: const    -0.049956
vwretd   -0.739212
dtype: float64, 80441: const     0.019225
vwretd    1.441165
dtype: float64, 80442: const     0.004640
vwretd    1.586176
dtype: float64, 80443: const    -0.017784
vwretd    0.974090
dtype: float64, 80444: const    -0.033048
vwretd    1.141744
dtype: float64, 80445: const    -0.119808
vwretd   -0.830256
dtype: float64, 80446: const     0.015488
vwretd    0.924937
dtype: float64, 80447: const     0.032465
vwretd    1.317219
dtype: float64, 80448: const    -0.080027
vwretd    1.449885
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vwretd   -0.270328
dtype: float64, 80451: const     0.007672
vwretd    0.770777
dtype: float64, 80452: const    -0.028304
vwretd    1.521069
dtype: float64, 80453: const     0.000566
vwretd    1.219873
dtype: float64, 80454: const    -0.035577
vwretd    2.072603
dtype: float64, 80455: const     0.011799
vwretd    1.450751
dtype: float64, 80456: const     0.004553
vwretd    0.439199
dtype: float64, 80457: const     0.000093
vwretd    1.890379
dtype: float64, 80458: const     0.011822
vwretd    7.728559
dtype: float64, 80459: const     0.022864
vwretd   -0.250670
dtype: float64, 80460: const     0.010658
vwretd    0.208636
dtype: float64, 80461: const    -0.005000
vwretd    1.567949
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vwretd    0.022576
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vwretd    2.258071
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vwretd    0.738287
dtype: float64, 80465: const    -0.012420
vwretd    1.099013
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vwretd    1.079228
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vwretd    0.243350
dtype: float64, 80468: const    -0.030515
vwretd    2.562475
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vwretd    2.289844
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vwretd    0.978594
dtype: float64, 80471: const     0.090927
vwretd   -0.045036
dtype: float64, 80472: const    -0.016253
vwretd    0.711255
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vwretd    1.029371
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vwretd    0.440116
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vwretd    1.438029
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vwretd   -0.222275
dtype: float64, 80477: const     0.044246
vwretd    0.062968
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vwretd    0.450483
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vwretd    0.374656
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vwretd    0.808848
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vwretd    1.691268
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vwretd    2.030389
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vwretd    1.221316
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vwretd    2.552453
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vwretd    0.966241
dtype: float64, 80486: const    -0.015583
vwretd    1.699281
dtype: float64, 80487: const     0.014428
vwretd    0.106793
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vwretd    1.887927
dtype: float64, 80489: const    -0.146397
vwretd    7.823656
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vwretd    1.019419
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vwretd    0.741389
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vwretd    0.991856
dtype: float64, 80494: const     0.026043
vwretd    1.363912
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vwretd    0.379841
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vwretd    0.589558
dtype: float64, 80497: const    -0.055807
vwretd    1.343078
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vwretd    0.921803
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vwretd    2.260303
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vwretd    1.357344
dtype: float64, 80502: const     0.028182
vwretd    0.193880
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vwretd    2.071755
dtype: float64, 80504: const    -0.011421
vwretd    0.831485
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vwretd    4.205273
dtype: float64, 80506: const     0.031923
vwretd    2.233376
dtype: float64, 80508: const     0.004347
vwretd    3.525928
dtype: float64, 80509: const    -0.014496
vwretd    1.833693
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vwretd    0.133938
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vwretd    0.340750
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vwretd    0.027865
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vwretd    3.995953
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vwretd    2.012741
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vwretd   -0.049133
dtype: float64, 80517: const     0.003771
vwretd    0.191795
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vwretd    7.554872
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vwretd    0.292331
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vwretd    1.050642
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vwretd   -0.055555
dtype: float64, 80523: const    -0.000630
vwretd    1.251618
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vwretd    0.994721
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vwretd    0.830805
dtype: float64, 80526: const     0.002532
vwretd    1.727533
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vwretd    0.510808
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vwretd    1.847458
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vwretd   -0.321927
dtype: float64, 80530: const    -0.039213
vwretd    2.235849
dtype: float64, 80531: const     0.007475
vwretd    0.764593
dtype: float64, 80532: const    -0.003687
vwretd    2.378300
dtype: float64, 80534: const     0.003378
vwretd    0.949475
dtype: float64, 80535: const    -0.065315
vwretd   -0.339265
dtype: float64, 80536: const    -0.022720
vwretd   -0.055346
dtype: float64, 80537: const    -0.003364
vwretd    2.843737
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vwretd    1.745630
dtype: float64, 80539: const     0.003854
vwretd    1.291906
dtype: float64, 80540: const     0.002878
vwretd    0.503525
dtype: float64, 80541: const     0.013083
vwretd    1.526107
dtype: float64, 80542: const    -0.082597
vwretd    3.019821
dtype: float64, 80543: const    -0.025999
vwretd    1.677300
dtype: float64, 80544: const     0.018774
vwretd    0.967671
dtype: float64, 80545: const     0.015161
vwretd    0.440805
dtype: float64, 80546: const     0.024957
vwretd   -0.098747
dtype: float64, 80547: const    -0.029458
vwretd   -0.045610
dtype: float64, 80548: const    -0.119381
vwretd    2.417401
dtype: float64, 80549: const     0.015207
vwretd    0.410101
dtype: float64, 80551: const     0.071421
vwretd    4.318558
dtype: float64, 80552: const    -0.004948
vwretd    1.172942
dtype: float64, 80553: const     0.002248
vwretd    2.551394
dtype: float64, 80554: const     0.006224
vwretd    1.188742
dtype: float64, 80555: const    -0.039843
vwretd    2.747414
dtype: float64, 80556: const     0.017889
vwretd    2.396086
dtype: float64, 80557: const     0.006265
vwretd    1.225408
dtype: float64, 80558: const     0.025720
vwretd    0.678185
dtype: float64, 80559: const     0.008808
vwretd    0.005761
dtype: float64, 80560: const     0.020076
vwretd    1.171247
dtype: float64, 80561: const    -0.440664
vwretd    5.191299
dtype: float64, 80562: const     0.005568
vwretd    0.954239
dtype: float64, 80563: const     0.014690
vwretd    1.471985
dtype: float64, 80564: const    -0.047826
vwretd    3.344989
dtype: float64, 80565: const     0.015575
vwretd    1.527369
dtype: float64, 80566: const     0.012147
vwretd    0.980904
dtype: float64, 80567: const     0.087465
vwretd   -4.597852
dtype: float64, 80568: const     0.011034
vwretd    0.891713
dtype: float64, 80569: const     0.010617
vwretd    0.556689
dtype: float64, 80570: const     0.000615
vwretd    0.588223
dtype: float64, 80571: const     0.010392
vwretd    1.009036
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vwretd    0.936375
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vwretd    0.914929
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vwretd    1.644134
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vwretd    1.008541
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vwretd   -0.608390
dtype: float64, 80577: const    -0.012480
vwretd    2.052063
dtype: float64, 80578: const    -0.009484
vwretd    0.957009
dtype: float64, 80579: const    -0.003823
vwretd    1.554643
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vwretd    0.913890
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vwretd    1.392765
dtype: float64, 80582: const    -0.085056
vwretd    1.659170
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vwretd    1.056370
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vwretd    0.591572
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vwretd    2.031587
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vwretd    0.861994
dtype: float64, 80588: const    -0.018932
vwretd    6.581915
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vwretd    1.900629
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vwretd   -0.406457
dtype: float64, 80591: const     0.018201
vwretd    0.708794
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vwretd    0.939459
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vwretd    0.166443
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vwretd   -1.680580
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vwretd    0.71636
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vwretd    0.988555
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vwretd    0.895760
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vwretd    1.989588
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vwretd   -0.027695
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vwretd    0.673403
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vwretd    1.575830
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vwretd    0.759931
dtype: float64, 80605: const    -0.072334
vwretd    5.704034
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vwretd    2.618158
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vwretd   -2.989384
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vwretd   -4.254165
dtype: float64, 80609: const    -0.030242
vwretd    0.911546
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vwretd    0.726945
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vwretd    0.264966
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vwretd    0.910321
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vwretd    2.243675
dtype: float64, 80614: const    -0.004052
vwretd    0.685064
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vwretd    1.673569
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vwretd    0.015210
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vwretd    1.538557
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vwretd    0.826408
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vwretd    1.226128
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vwretd    0.471435
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vwretd    1.321894
dtype: float64, 80622: const    -0.077769
vwretd    2.765192
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vwretd   -1.338952
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vwretd    0.496428
dtype: float64, 80625: const    -0.009937
vwretd    0.475997
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vwretd   -0.640606
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vwretd    0.981855
dtype: float64, 80628: const    -0.008931
vwretd    1.450310
dtype: float64, 80629: const     0.006166
vwretd    1.466921
dtype: float64, 80630: const     0.014190
vwretd    1.081347
dtype: float64, 80631: const    -0.016957
vwretd    4.612036
dtype: float64, 80632: const    -0.091341
vwretd    2.522990
dtype: float64, 80633: const     0.004841
vwretd    0.618581
dtype: float64, 80634: const     0.002956
vwretd    0.915247
dtype: float64, 80635: const     0.004423
vwretd    1.714140
dtype: float64, 80636: const    -0.010180
vwretd    1.247622
dtype: float64, 80637: const    -0.012015
vwretd    0.008767
dtype: float64, 80638: const    -0.002806
vwretd    0.888353
dtype: float64, 80639: const    -0.036055
vwretd    2.838141
dtype: float64, 80640: const     0.030401
vwretd    2.100011
dtype: float64, 80641: const     0.01280
vwretd   -0.01116
dtype: float64, 80642: const     0.019946
vwretd    0.984470
dtype: float64, 80643: const     0.036119
vwretd    1.278480
dtype: float64, 80644: const     0.004049
vwretd    0.409679
dtype: float64, 80645: const    -0.112986
vwretd    5.782930
dtype: float64, 80646: const    -0.042298
vwretd    1.936981
dtype: float64, 80647: const     0.195706
vwretd   -8.052334
dtype: float64, 80648: const    -0.002043
vwretd    0.644005
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vwretd    1.213883
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vwretd    0.589649
dtype: float64, 80651: const    -0.005778
vwretd   -0.261834
dtype: float64, 80652: const     0.002231
vwretd    1.627818
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vwretd    1.165055
dtype: float64, 80654: const    -0.000295
vwretd    1.043684
dtype: float64, 80655: const    -0.001087
vwretd    1.338161
dtype: float64, 80656: const     0.013181
vwretd    0.082846
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vwretd   -2.244400
dtype: float64, 80658: const    -0.006205
vwretd    0.773462
dtype: float64, 80659: const     0.001938
vwretd    0.197253
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vwretd    3.008229
dtype: float64, 80661: const    -0.035531
vwretd    1.814287
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vwretd    1.840508
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vwretd    1.671855
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vwretd   -2.195686
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vwretd    0.888197
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vwretd   -0.060798
dtype: float64, 80667: const    -0.050593
vwretd    1.754342
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vwretd    0.055049
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vwretd    0.409999
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vwretd    0.962939
dtype: float64, 80671: const     -0.297303
vwretd    13.094611
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vwretd    0.415962
dtype: float64, 80674: const    -0.025331
vwretd    2.478655
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vwretd    0.906013
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vwretd    0.444463
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vwretd    0.837116
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vwretd    1.122038
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vwretd    0.375079
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vwretd    0.610074
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vwretd    0.582363
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vwretd    1.089977
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vwretd    0.052251
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vwretd    0.057080
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vwretd    1.922288
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vwretd    2.392140
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vwretd    0.808466
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vwretd    8.419861
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vwretd    0.563413
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vwretd    0.747699
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vwretd    0.079952
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vwretd    0.164407
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vwretd    0.536065
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vwretd   -0.016215
dtype: float64, 80696: const     0.005104
vwretd    1.295067
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vwretd    0.455323
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vwretd   -0.038891
dtype: float64, 80699: const     0.013896
vwretd    0.498296
dtype: float64, 80700: const    -0.178382
vwretd    4.478780
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vwretd    0.498303
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vwretd    0.224780
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vwretd    1.743579
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vwretd    0.524579
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vwretd    0.152391
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vwretd    0.284207
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vwretd    0.564452
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vwretd    0.642288
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vwretd    1.002663
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vwretd    0.471892
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vwretd    0.690137
dtype: float64, 80714: const    -0.005179
vwretd    1.128428
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vwretd    0.693186
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vwretd   -0.433499
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vwretd    0.731779
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vwretd    1.384786
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vwretd    1.596745
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vwretd    0.095446
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vwretd    1.494001
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vwretd    3.654563
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vwretd    0.508364
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vwretd    0.494672
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vwretd    1.015041
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vwretd    0.577873
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vwretd   -0.099994
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vwretd    0.892207
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vwretd    1.135799
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vwretd    0.376472
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vwretd    0.923969
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vwretd    0.179067
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vwretd    0.878310
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vwretd    2.271274
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vwretd    3.432781
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vwretd    0.345292
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vwretd    0.312777
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vwretd    0.310550
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vwretd    0.867702
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vwretd    0.767432
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vwretd    0.872892
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vwretd    1.447484
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vwretd    0.960972
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vwretd    1.024279
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vwretd    3.418967
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vwretd    2.035573
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vwretd    1.919051
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vwretd   -0.279523
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vwretd    1.539408
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vwretd    1.101699
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vwretd    0.264171
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vwretd    1.381954
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vwretd    1.312195
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vwretd   -0.919094
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vwretd    0.486445
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vwretd    0.902872
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vwretd   -0.355955
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vwretd    1.21244
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vwretd    0.586084
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vwretd    0.981181
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vwretd    0.574857
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vwretd    1.510569
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vwretd    0.381607
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vwretd    0.533558
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vwretd    0.266289
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vwretd    1.547907
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vwretd    0.393862
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vwretd    0.956670
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vwretd    2.903641
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vwretd    0.631091
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vwretd   -6.247082
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vwretd    1.624793
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vwretd    1.028215
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vwretd    0.812374
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vwretd    0.111811
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vwretd    1.623964
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vwretd    2.235193
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vwretd    0.912771
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vwretd    1.209814
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vwretd   -6.297722
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vwretd    0.129968
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vwretd    0.619849
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vwretd    1.102957
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vwretd    0.793245
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vwretd    0.252689
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vwretd    0.460341
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vwretd    0.463562
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vwretd    0.360619
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vwretd    0.212280
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vwretd    1.183300
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vwretd   -0.119202
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vwretd    1.825782
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vwretd    2.078137
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vwretd    0.909860
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vwretd    1.027955
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vwretd    1.524574
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vwretd    1.477378
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vwretd    0.606786
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vwretd    0.297230
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vwretd   -0.277055
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vwretd    1.293988
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vwretd    2.400757
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vwretd    1.599934
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vwretd   -2.710733
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vwretd    1.393843
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vwretd    3.829039
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vwretd    0.455385
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vwretd    1.217357
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vwretd   -0.345444
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vwretd   -3.580236
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vwretd    0.827415
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vwretd    0.253388
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vwretd    1.285556
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vwretd    1.593418
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vwretd    0.376865
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vwretd    0.616263
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vwretd    0.844925
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vwretd    0.458330
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vwretd    2.164845
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vwretd    0.393994
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vwretd    1.159351
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vwretd    2.223306
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vwretd    2.410069
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vwretd   -1.915073
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vwretd    0.103917
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vwretd    0.711786
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vwretd    1.120892
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vwretd    1.154695
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vwretd    0.962934
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vwretd    0.457782
dtype: float64, 80832: const    -0.005460
vwretd   -1.017251
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vwretd    2.064920
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vwretd    0.023771
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vwretd    3.568554
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vwretd    1.557819
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vwretd    0.527202
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vwretd   -0.100586
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vwretd    1.837171
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vwretd    1.148077
dtype: float64, 80841: const    -0.023717
vwretd    1.338421
dtype: float64, 80842: const     -0.640837
vwretd    10.123592
dtype: float64, 80843: const    -0.009305
vwretd    2.823503
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vwretd    0.053134
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vwretd    1.592920
dtype: float64, 80846: const    -0.038435
vwretd    1.811732
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vwretd   -0.906660
dtype: float64, 80850: const    -0.050798
vwretd    3.076772
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vwretd   -10.558257
dtype: float64, 80852: const    -0.009565
vwretd    1.437372
dtype: float64, 80853: const    -0.037481
vwretd    2.222081
dtype: float64, 80854: const    -0.014050
vwretd    1.757108
dtype: float64, 80855: const    -0.005531
vwretd    1.338352
dtype: float64, 80856: const     0.012417
vwretd    0.227617
dtype: float64, 80857: const     0.009650
vwretd    0.417365
dtype: float64, 80858: const    -0.008037
vwretd    2.146160
dtype: float64, 80859: const    -0.034126
vwretd    0.975038
dtype: float64, 80861: const    -0.021683
vwretd    1.793617
dtype: float64, 80862: const    -0.008899
vwretd    1.092510
dtype: float64, 80863: const    -0.000014
vwretd    0.548140
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vwretd    1.107608
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vwretd   -0.468553
dtype: float64, 80866: const     0.002323
vwretd    0.955840
dtype: float64, 80867: const    -0.006077
vwretd    1.064677
dtype: float64, 80868: const     0.019066
vwretd    0.154118
dtype: float64, 80873: const    -0.000444
vwretd    1.824926
dtype: float64, 80881: const     0.008647
vwretd    0.888264
dtype: float64, 80900: const    -0.030559
vwretd    1.447033
dtype: float64, 80912: const    -0.009758
vwretd    1.290726
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vwretd    0.526942
dtype: float64, 80914: const    -0.04351
vwretd    2.61861
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vwretd    0.559236
dtype: float64, 80916: const    -0.018060
vwretd    0.103233
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vwretd   -5.284384
dtype: float64, 80918: const     0.028850
vwretd    1.862862
dtype: float64, 80919: const    -0.020266
vwretd    0.638608
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vwretd    0.043389
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vwretd    2.461846
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vwretd    2.400489
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vwretd    0.644875
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vwretd    2.191873
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vwretd    1.027906
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vwretd    2.031339
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vwretd    0.700257
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vwretd    1.149903
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vwretd    1.348989
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vwretd   -0.856951
dtype: float64, 80931: const    -0.090437
vwretd    4.256252
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vwretd    0.641436
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vwretd    0.623414
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vwretd    0.361214
dtype: float64, 80935: const    -0.014190
vwretd    1.702516
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vwretd    0.508744
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vwretd    1.043740
dtype: float64, 80938: const    -0.083465
vwretd    0.543176
dtype: float64, 80939: const    -0.048804
vwretd   -0.576629
dtype: float64, 80940: const    -0.029218
vwretd    0.287130
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vwretd    0.069609
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vwretd    1.196664
dtype: float64, 80943: const    -0.00098
vwretd    2.77782
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vwretd    0.679529
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vwretd    0.524558
dtype: float64, 80946: const    -0.006049
vwretd    0.718772
dtype: float64, 80947: const    -0.055289
vwretd    1.701236
dtype: float64, 80948: const     0.009075
vwretd    0.124384
dtype: float64, 80949: const    -0.015663
vwretd    0.538893
dtype: float64, 80950: const    -0.028865
vwretd    0.726743
dtype: float64, 80951: const     0.000077
vwretd    1.067082
dtype: float64, 80952: const    -0.005540
vwretd    0.524725
dtype: float64, 80953: const     0.016121
vwretd    0.948405
dtype: float64, 80954: const    -0.095282
vwretd    0.865432
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vwretd    0.654714
dtype: float64, 80957: const     0.005849
vwretd    1.959298
dtype: float64, 80958: const     0.005751
vwretd    0.436705
dtype: float64, 80959: const     0.015691
vwretd   -0.058252
dtype: float64, 80960: const     0.004526
vwretd    0.732355
dtype: float64, 80961: const     0.015718
vwretd    2.774862
dtype: float64, 80962: const    -0.013984
vwretd    1.881076
dtype: float64, 80963: const     0.012747
vwretd    2.088158
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vwretd    0.259336
dtype: float64, 80965: const    -0.032717
vwretd    1.054965
dtype: float64, 80966: const    -0.006703
vwretd    0.577741
dtype: float64, 80967: const    -0.024189
vwretd    2.164985
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vwretd   -1.968528
dtype: float64, 80969: const     0.002443
vwretd    1.366309
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vwretd    1.033397
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vwretd    0.617138
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vwretd    0.303863
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vwretd    0.236930
dtype: float64, 80974: const     0.020588
vwretd    0.874356
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vwretd    3.277796
dtype: float64, 80976: const    -0.030417
vwretd    3.710421
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vwretd    0.440411
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vwretd    1.211241
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vwretd    0.229074
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vwretd    1.212426
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vwretd   -0.006639
dtype: float64, 80982: const    -0.086300
vwretd    2.826505
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vwretd    0.308940
dtype: float64, 80984: const    -0.078399
vwretd    1.427082
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vwretd    0.705739
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vwretd    0.775589
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vwretd   -1.289134
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vwretd    0.718978
dtype: float64, 80990: const     0.005289
vwretd    0.901048
dtype: float64, 80991: const    -0.076202
vwretd    0.083829
dtype: float64, 80992: const     0.000405
vwretd    0.544162
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vwretd    0.998721
dtype: float64, 80994: const    -0.089955
vwretd   -0.364943
dtype: float64, 80995: const    -0.025758
vwretd    0.807015
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vwretd    1.875190
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vwretd    3.021813
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vwretd    0.169657
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vwretd    1.724466
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vwretd    1.211482
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vwretd    1.612477
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vwretd    0.580707
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vwretd    0.603037
dtype: float64, 81006: const    -0.130311
vwretd    4.208810
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vwretd    2.707657
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vwretd    2.459975
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vwretd    1.157312
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vwretd    1.487901
dtype: float64, 81011: const    -0.02078
vwretd    0.33213
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vwretd    1.588251
dtype: float64, 81013: const    -0.003739
vwretd    1.687904
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vwretd   -1.368351
dtype: float64, 81015: const    -0.022952
vwretd    1.513631
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vwretd    1.868765
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vwretd    4.782040
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vwretd    2.668330
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vwretd    0.274432
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vwretd    0.290964
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vwretd    1.696741
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vwretd    1.158020
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vwretd   -0.019459
dtype: float64, 81024: const    -0.086570
vwretd    1.940149
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vwretd    3.312805
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vwretd    0.566802
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vwretd    1.956664
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vwretd    1.362611
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vwretd    0.698375
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vwretd    0.414718
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vwretd    2.364256
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vwretd    1.307563
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vwretd    0.930420
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vwretd    1.351584
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vwretd   -0.066651
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vwretd    4.221662
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vwretd    0.686447
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vwretd    0.155314
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vwretd    1.069234
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vwretd    1.573445
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vwretd    1.221145
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vwretd    0.844403
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vwretd    1.311032
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vwretd    0.466669
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vwretd    0.715481
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vwretd   -0.670308
dtype: float64, 81048: const    -0.005842
vwretd    0.352318
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vwretd    0.685527
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vwretd    0.721825
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vwretd    1.070057
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vwretd    0.751101
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vwretd    0.666027
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vwretd    0.566968
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vwretd    1.464553
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vwretd    0.452097
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vwretd   -0.217340
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vwretd    0.415307
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vwretd   -0.014561
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vwretd    0.669602
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vwretd    0.608224
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vwretd    1.037614
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vwretd    1.349121
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vwretd    0.994671
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vwretd    0.204759
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vwretd    2.540611
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vwretd    0.895201
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vwretd    2.013741
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vwretd   -0.685419
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vwretd   -1.725896
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vwretd    0.39214
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vwretd    0.905627
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vwretd    0.859022
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vwretd    0.538377
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vwretd    1.392931
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vwretd    0.10840
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vwretd    2.484049
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vwretd    0.613991
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vwretd    1.758153
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vwretd    0.466382
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vwretd    0.191656
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vwretd    0.433572
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vwretd    0.890014
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vwretd    1.894443
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vwretd    1.373016
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vwretd    1.291632
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vwretd    0.506903
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vwretd    0.191401
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vwretd    0.389697
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vwretd    0.521934
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vwretd    0.686835
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vwretd    0.954826
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vwretd    1.115881
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vwretd    0.570687
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vwretd    2.295634
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vwretd    1.790469
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vwretd    1.688546
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vwretd    2.124036
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vwretd    0.562959
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vwretd    2.593856
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vwretd    1.628502
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vwretd    1.165035
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vwretd    0.254704
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vwretd   -0.150614
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vwretd    2.010965
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vwretd   -2.245632
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vwretd    1.816281
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vwretd    1.132314
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vwretd    0.420008
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vwretd   -0.188067
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vwretd    0.747635
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vwretd    0.275594
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vwretd    2.095026
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vwretd    3.495379
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vwretd    2.049239
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vwretd    3.835319
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vwretd    1.522730
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vwretd    1.118056
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vwretd    0.718796
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vwretd    0.701031
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vwretd    0.865884
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vwretd    0.607936
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vwretd    0.860029
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vwretd    2.003348
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vwretd    0.737529
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vwretd    1.186846
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vwretd    0.603206
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vwretd    0.818811
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vwretd    1.722411
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vwretd    1.158104
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vwretd    1.301759
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vwretd    1.260039
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vwretd    1.389420
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vwretd    2.397209
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vwretd    0.389989
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vwretd    1.225835
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vwretd    2.319817
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vwretd    1.146136
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vwretd    1.136918
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vwretd    1.345564
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vwretd    1.118693
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vwretd    0.187965
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vwretd    1.341323
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vwretd    1.065283
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vwretd    0.413630
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vwretd   -0.008998
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vwretd    0.983145
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vwretd    0.913102
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vwretd    0.993037
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vwretd    2.133505
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vwretd    0.835421
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vwretd    0.788976
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vwretd    1.119952
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vwretd   -0.904301
dtype: float64, 81159: const     0.023238
vwretd    0.125610
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vwretd    0.578874
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vwretd    0.425814
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vwretd    1.882208
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vwretd    1.183157
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vwretd    1.461700
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vwretd   -1.52848
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vwretd    0.051836
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vwretd    1.816182
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vwretd    0.142587
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vwretd    0.694409
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vwretd    2.058169
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vwretd    0.513830
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vwretd    0.509381
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vwretd    1.475670
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vwretd    2.487121
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vwretd    2.608262
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vwretd    0.491824
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vwretd    0.092412
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vwretd    1.347462
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vwretd    0.314263
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vwretd    1.539405
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vwretd    1.377224
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vwretd    1.563580
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vwretd    1.556985
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vwretd   -3.356249
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vwretd    0.685543
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vwretd    1.702502
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vwretd    1.560243
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vwretd    0.214596
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vwretd   -0.135783
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vwretd    0.522907
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vwretd    1.079829
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vwretd    1.293902
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vwretd    2.787826
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vwretd    3.105592
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vwretd    1.582214
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vwretd    3.258899
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vwretd    1.254882
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vwretd    0.259549
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vwretd    0.528940
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vwretd   -0.068603
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vwretd    1.181482
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vwretd    1.193941
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vwretd    0.772771
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vwretd    0.141506
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vwretd    0.411167
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vwretd    1.935753
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vwretd    0.567542
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vwretd    0.713870
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vwretd    1.054349
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vwretd   -0.190505
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vwretd    4.006205
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vwretd    0.716957
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vwretd    1.837169
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vwretd    1.941082
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vwretd    1.371607
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vwretd    1.004170
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vwretd    0.096188
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vwretd    0.245335
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vwretd    0.697605
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vwretd    1.453845
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vwretd    0.376194
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vwretd   -1.513653
dtype: float64, 81229: const     0.028333
vwretd    0.268495
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vwretd    0.700515
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vwretd   -0.070331
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vwretd   -0.186373
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vwretd    0.719219
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vwretd    0.973347
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vwretd    0.900963
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vwretd    0.478122
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vwretd    2.176801
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vwretd    1.038842
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vwretd    1.916832
dtype: float64, 81242: const    -0.012826
vwretd    1.186267
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vwretd    2.114201
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vwretd    0.164668
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vwretd    2.107013
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vwretd    2.131278
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vwretd   -0.025360
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vwretd    3.421146
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vwretd    2.806939
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vwretd   -0.020273
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vwretd    0.942726
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vwretd    1.666978
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vwretd   -0.545226
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vwretd    1.287719
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vwretd    0.615987
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vwretd    2.520804
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vwretd    0.358598
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vwretd    0.992234
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vwretd    0.324841
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vwretd    0.343775
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vwretd    0.624952
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vwretd    0.857026
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vwretd    0.214084
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vwretd    0.566022
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vwretd    2.439259
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vwretd    0.983040
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vwretd    1.292562
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vwretd    0.327500
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vwretd    1.284369
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vwretd   -4.647449
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vwretd    5.339395
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vwretd    1.352123
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vwretd    1.228285
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vwretd    0.293049
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vwretd    1.929625
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vwretd    2.608767
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vwretd    1.564143
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vwretd    0.822947
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vwretd    0.062583
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vwretd    1.801562
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vwretd    2.841615
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vwretd    1.220163
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vwretd    0.769640
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vwretd    0.943621
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vwretd    0.686563
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vwretd    2.368423
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vwretd    1.216485
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vwretd   -0.420500
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vwretd    1.311788
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vwretd    0.198609
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vwretd    0.869135
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vwretd    1.197730
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vwretd    0.608091
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vwretd   -0.064571
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vwretd    0.997820
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vwretd    0.263709
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vwretd    0.392030
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vwretd    0.536145
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vwretd    0.903779
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vwretd    0.118745
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vwretd    1.706458
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vwretd    3.039493
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vwretd   -0.471460
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vwretd    0.540818
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vwretd    0.687581
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vwretd    0.235210
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vwretd    1.390759
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vwretd   -0.084809
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vwretd    0.541444
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vwretd    0.889723
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vwretd    0.976997
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vwretd    0.445854
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vwretd    0.099249
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vwretd    0.392594
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vwretd    2.023149
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vwretd    2.689060
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vwretd    2.573847
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vwretd    0.963785
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vwretd    1.894614
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vwretd    0.065825
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vwretd    0.015929
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vwretd    1.159116
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vwretd    1.299842
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vwretd    2.260731
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vwretd   -0.623805
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vwretd    0.432854
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vwretd    0.939063
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vwretd    2.538833
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vwretd    2.283765
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vwretd    2.293949
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vwretd    5.731697
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vwretd    2.892032
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vwretd    0.982540
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vwretd    0.139348
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vwretd    1.912107
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vwretd    1.641008
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vwretd    0.870142
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vwretd    1.444438
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vwretd    0.484726
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vwretd   -0.732755
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vwretd    1.155202
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vwretd    1.565948
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vwretd    1.351224
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vwretd    1.798600
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vwretd    2.992859
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vwretd    1.716850
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vwretd    10.974561
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vwretd   -1.418126
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vwretd    3.051929
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vwretd    0.077816
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vwretd    0.563475
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vwretd    1.100000
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vwretd    2.675759
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vwretd    0.999900
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vwretd    0.646588
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vwretd    1.295227
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vwretd    1.643603
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vwretd    0.840043
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vwretd    1.31135
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vwretd    1.816825
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vwretd    2.877354
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vwretd    0.275927
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vwretd    0.622916
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vwretd    2.199467
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vwretd    0.678721
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vwretd   -1.184278
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vwretd    0.798749
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vwretd    2.016446
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vwretd    0.753394
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vwretd    0.135697
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vwretd   -0.848290
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vwretd    1.668929
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vwretd    1.091498
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vwretd    0.696013
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vwretd    2.814602
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vwretd    2.406199
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vwretd    0.894196
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vwretd    1.988046
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vwretd    1.174001
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vwretd    2.052533
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vwretd    1.375179
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vwretd   -0.716361
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vwretd    4.617986
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vwretd   -1.011039
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vwretd   -4.238097
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vwretd    1.562245
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vwretd    0.281069
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vwretd    1.072212
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vwretd    1.880546
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vwretd    1.110344
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vwretd   -0.113067
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vwretd    1.026315
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vwretd    0.806739
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vwretd    0.477803
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vwretd    0.159492
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vwretd    4.967300
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vwretd    0.476329
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vwretd    1.446289
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vwretd    2.188458
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vwretd    6.533864
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vwretd    1.594370
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vwretd    2.650419
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vwretd    0.616845
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vwretd    0.452288
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vwretd    3.522237
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vwretd    0.425006
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vwretd    0.739159
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vwretd    0.458586
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vwretd    2.888175
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vwretd    3.372980
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vwretd    1.057764
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vwretd    1.021162
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vwretd    0.468772
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vwretd    3.680959
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vwretd    1.091981
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vwretd    2.274974
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vwretd    0.026491
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vwretd    0.890216
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vwretd    2.151487
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vwretd    0.723388
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vwretd    0.513561
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vwretd    1.868544
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vwretd    1.223732
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vwretd    1.061932
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vwretd    0.161894
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vwretd    1.386923
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vwretd   -0.540219
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vwretd    1.146120
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vwretd    1.287356
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vwretd    1.579188
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vwretd    1.513294
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vwretd    0.938334
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vwretd    0.633889
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vwretd    0.868550
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vwretd    0.370505
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vwretd    1.277303
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vwretd    0.873791
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vwretd    0.576036
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vwretd    0.626801
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vwretd    1.105968
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vwretd    1.090251
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vwretd    0.771655
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vwretd    6.536023
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vwretd    1.226265
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vwretd    1.351911
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vwretd    1.133974
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vwretd    0.236858
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vwretd    0.926843
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vwretd    0.041347
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vwretd    0.372204
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vwretd    0.097360
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vwretd    1.823541
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vwretd    0.684428
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vwretd    0.924234
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vwretd    1.744401
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vwretd    0.112361
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vwretd    1.497807
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vwretd    0.918271
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vwretd    1.612021
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vwretd    4.170999
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vwretd    1.214871
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vwretd    2.947030
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vwretd    0.901375
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vwretd    0.226753
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vwretd    1.124828
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vwretd    2.506257
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vwretd    0.485261
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vwretd    1.930257
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vwretd   -0.019741
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vwretd    0.290526
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vwretd    0.201139
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vwretd    0.166453
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vwretd    1.018303
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vwretd    1.536031
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vwretd    1.112578
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vwretd    7.153474
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vwretd    1.310056
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vwretd    2.883563
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vwretd    0.920620
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vwretd    0.189052
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vwretd    1.034385
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vwretd    1.268314
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vwretd    2.488992
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vwretd    1.360067
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vwretd    0.582244
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vwretd    0.827939
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vwretd    2.849803
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vwretd    0.308029
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vwretd    1.414272
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vwretd    1.175385
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vwretd   -0.505107
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vwretd    0.160569
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vwretd    2.147596
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vwretd    0.985594
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vwretd    1.515372
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vwretd    0.791423
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vwretd    0.488618
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vwretd   -3.894999
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vwretd    1.823835
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vwretd    1.574524
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vwretd    1.331254
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vwretd    1.286359
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vwretd    1.105309
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vwretd   -0.651148
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vwretd    1.482099
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vwretd    0.613430
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vwretd    1.808846
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vwretd    0.760401
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vwretd    2.304743
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vwretd    2.588837
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vwretd    2.261805
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vwretd    4.079070
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vwretd    1.560785
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vwretd    0.571957
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vwretd    0.970916
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vwretd    2.542015
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vwretd   -2.792094
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vwretd    3.774944
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vwretd    2.207494
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vwretd    1.226686
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vwretd    1.728165
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vwretd    0.544132
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vwretd    1.286479
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vwretd    1.453602
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vwretd   -1.231658
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vwretd    1.716735
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vwretd    2.412313
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vwretd    0.854703
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vwretd   -0.016969
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vwretd    0.791623
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vwretd    1.030332
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vwretd    2.165089
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vwretd    2.254459
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vwretd    1.025842
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vwretd    1.162503
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vwretd    1.261120
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vwretd    0.202059
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vwretd    1.155295
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vwretd    0.942465
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vwretd    1.825191
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vwretd    1.667376
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vwretd    1.148211
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vwretd    0.665140
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vwretd    4.355665
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vwretd    1.964463
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vwretd    0.127674
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vwretd    1.265448
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vwretd    0.475336
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vwretd    0.069596
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vwretd    1.187080
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vwretd    0.077186
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vwretd    1.094453
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vwretd    1.414671
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vwretd    0.194329
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vwretd    0.197237
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vwretd    0.272583
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vwretd    0.140706
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vwretd    1.618986
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vwretd    0.965736
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vwretd   -0.061345
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vwretd    1.151423
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vwretd    1.239440
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vwretd    0.196187
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vwretd    0.260465
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vwretd    0.671683
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vwretd    0.941434
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vwretd    0.506426
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vwretd    0.567063
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vwretd    0.609685
dtype: float64, 82107: const     0.004588
vwretd    0.688753
dtype: float64, 82115: const    -0.060826
vwretd    0.667880
dtype: float64, 82123: const     0.067918
vwretd    1.276533
dtype: float64, 82155: const    -0.000235
vwretd    0.963137
dtype: float64, 82156: const    -0.021852
vwretd    1.509402
dtype: float64, 82157: const    -0.015182
vwretd    2.087621
dtype: float64, 82158: const     0.041244
vwretd    1.053506
dtype: float64, 82159: const    -0.045397
vwretd    1.671737
dtype: float64, 82160: const     0.003775
vwretd    1.752872
dtype: float64, 82161: const    -0.063330
vwretd    1.424939
dtype: float64, 82162: const     0.000090
vwretd    1.306242
dtype: float64, 82163: const    -0.002809
vwretd    1.180300
dtype: float64, 82164: const    -0.220158
vwretd    4.505710
dtype: float64, 82165: const    -0.000717
vwretd    1.340898
dtype: float64, 82166: const     0.012145
vwretd    0.920419
dtype: float64, 82167: const     0.039063
vwretd   -0.122986
dtype: float64, 82168: const     0.008479
vwretd    3.577907
dtype: float64, 82169: const    -0.053595
vwretd    1.561096
dtype: float64, 82170: const    -0.136684
vwretd    3.725596
dtype: float64, 82171: const     0.013363
vwretd    0.490114
dtype: float64, 82172: const    -0.017960
vwretd    1.243999
dtype: float64, 82173: const    -0.018861
vwretd    0.495579
dtype: float64, 82174: const     0.006625
vwretd    0.992861
dtype: float64, 82175: const    -0.088862
vwretd   -1.170352
dtype: float64, 82176: const     0.004225
vwretd    0.588711
dtype: float64, 82177: const    -0.007626
vwretd    1.771877
dtype: float64, 82178: const     0.001292
vwretd    2.503277
dtype: float64, 82179: const     0.005253
vwretd    1.024114
dtype: float64, 82180: const     0.014119
vwretd    0.259560
dtype: float64, 82181: const    -0.021939
vwretd    2.345441
dtype: float64, 82182: const     0.005747
vwretd    0.652254
dtype: float64, 82183: const    -0.003533
vwretd    0.882526
dtype: float64, 82184: const    -0.037034
vwretd    1.415085
dtype: float64, 82185: const     0.004249
vwretd    0.364733
dtype: float64, 82186: const    -0.017253
vwretd    0.682296
dtype: float64, 82187: const     0.026207
vwretd    1.044692
dtype: float64, 82188: const    -0.085687
vwretd    1.552669
dtype: float64, 82189: const    -0.015171
vwretd    0.884739
dtype: float64, 82190: const    -0.057630
vwretd    1.112545
dtype: float64, 82191: const    -0.033033
vwretd    0.905920
dtype: float64, 82192: const    -0.056534
vwretd    0.345865
dtype: float64, 82193: const    -0.015016
vwretd    1.902948
dtype: float64, 82194: const     0.018727
vwretd    0.538860
dtype: float64, 82195: const    -0.073283
vwretd   -0.419904
dtype: float64, 82196: const    -0.001064
vwretd    1.659843
dtype: float64, 82198: const     0.062259
vwretd   -0.724516
dtype: float64, 82199: const    -0.141479
vwretd    3.390908
dtype: float64, 82200: const    -0.002675
vwretd    2.450099
dtype: float64, 82201: const    -0.001125
vwretd    2.506459
dtype: float64, 82202: const    -0.020356
vwretd    2.359216
dtype: float64, 82204: const     0.013126
vwretd    2.119279
dtype: float64, 82205: const    -0.088409
vwretd    1.703800
dtype: float64, 82206: const    -0.014905
vwretd    3.191723
dtype: float64, 82207: const    -0.054984
vwretd    1.810086
dtype: float64, 82209: const    -0.093724
vwretd    3.504391
dtype: float64, 82210: const    -0.072659
vwretd   -0.216461
dtype: float64, 82211: const     0.013811
vwretd    0.425276
dtype: float64, 82212: const     0.010286
vwretd    1.178104
dtype: float64, 82213: const     0.003380
vwretd    0.856063
dtype: float64, 82214: const     0.037751
vwretd   -0.345327
dtype: float64, 82215: const    -0.095107
vwretd    1.254723
dtype: float64, 82216: const    -0.043730
vwretd    0.930933
dtype: float64, 82217: const    -0.003477
vwretd    0.744359
dtype: float64, 82218: const    -0.031188
vwretd    1.427928
dtype: float64, 82219: const    -0.202639
vwretd    0.461127
dtype: float64, 82220: const     0.017888
vwretd    0.795125
dtype: float64, 82221: const    -0.012132
vwretd    0.661651
dtype: float64, 82222: const    -0.008217
vwretd    1.171101
dtype: float64, 82223: const    -0.041742
vwretd    3.819780
dtype: float64, 82224: const     0.026845
vwretd    0.898354
dtype: float64, 82225: const    -0.016601
vwretd    0.830460
dtype: float64, 82226: const    -0.133856
vwretd   -0.421092
dtype: float64, 82227: const     0.006587
vwretd    1.633198
dtype: float64, 82228: const     0.014480
vwretd    1.185982
dtype: float64, 82229: const    -0.041011
vwretd    3.270236
dtype: float64, 82230: const    -0.006616
vwretd   -0.084734
dtype: float64, 82231: const     0.031643
vwretd    0.769618
dtype: float64, 82232: const     0.012622
vwretd    0.885405
dtype: float64, 82233: const     0.012195
vwretd    0.530896
dtype: float64, 82234: const    -0.004133
vwretd    1.006304
dtype: float64, 82235: const     0.003130
vwretd    1.983187
dtype: float64, 82236: const    -0.009623
vwretd    1.249105
dtype: float64, 82237: const    -0.010442
vwretd    0.262369
dtype: float64, 82238: const    -0.006737
vwretd    2.022788
dtype: float64, 82241: const     0.002356
vwretd    1.942847
dtype: float64, 82242: const    -0.010902
vwretd    0.677444
dtype: float64, 82243: const     0.064133
vwretd   -1.363660
dtype: float64, 82244: const    -0.021952
vwretd    1.222793
dtype: float64, 82245: const    -0.018442
vwretd    0.645221
dtype: float64, 82246: const    -0.022479
vwretd    0.441638
dtype: float64, 82247: const    -0.101501
vwretd    2.499103
dtype: float64, 82248: const     0.005023
vwretd    2.080394
dtype: float64, 82249: const     0.012667
vwretd    1.354978
dtype: float64, 82250: const     0.003581
vwretd    0.240112
dtype: float64, 82251: const     0.005872
vwretd    0.360965
dtype: float64, 82252: const    -0.034971
vwretd   -1.089212
dtype: float64, 82253: const    -0.051216
vwretd    1.219375
dtype: float64, 82254: const     0.029618
vwretd    1.007912
dtype: float64, 82255: const     0.009605
vwretd    2.421486
dtype: float64, 82256: const     0.043221
vwretd    1.034043
dtype: float64, 82257: const     0.020454
vwretd   -0.271928
dtype: float64, 82258: const    -0.048730
vwretd    1.623836
dtype: float64, 82259: const     0.048463
vwretd    0.205557
dtype: float64, 82260: const     0.028348
vwretd    0.389070
dtype: float64, 82261: const     0.002826
vwretd    1.567382
dtype: float64, 82262: const     0.023268
vwretd    1.353909
dtype: float64, 82263: const     0.015869
vwretd    0.027022
dtype: float64, 82264: const     0.015899
vwretd    0.476855
dtype: float64, 82265: const     0.012239
vwretd    1.230102
dtype: float64, 82266: const    -0.005121
vwretd    1.725429
dtype: float64, 82267: const    -0.004115
vwretd    3.318648
dtype: float64, 82268: const     0.04757
vwretd    4.41556
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vwretd    0.051443
dtype: float64, 82270: const    -0.183096
vwretd    1.958340
dtype: float64, 82271: const    -0.025449
vwretd    1.436312
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vwretd    0.996597
dtype: float64, 82273: const     0.031531
vwretd   -0.420259
dtype: float64, 82274: const    -0.018709
vwretd    0.912182
dtype: float64, 82275: const    -0.065096
vwretd    4.358307
dtype: float64, 82276: const     0.008922
vwretd    0.431544
dtype: float64, 82277: const    -0.079469
vwretd    2.317324
dtype: float64, 82278: const    -0.050548
vwretd    1.080988
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vwretd    0.348700
dtype: float64, 82280: const     0.008514
vwretd    0.759203
dtype: float64, 82281: const     0.012556
vwretd    2.277373
dtype: float64, 82282: const    -0.056035
vwretd    0.837880
dtype: float64, 82283: const    -0.008870
vwretd    0.510468
dtype: float64, 82285: const     0.017260
vwretd    0.397627
dtype: float64, 82286: const    -0.002617
vwretd    0.676303
dtype: float64, 82287: const     0.015574
vwretd    1.135996
dtype: float64, 82288: const    -0.007645
vwretd    3.925788
dtype: float64, 82289: const     0.014183
vwretd    0.640759
dtype: float64, 82290: const    -0.021465
vwretd    0.158763
dtype: float64, 82291: const     0.058776
vwretd    1.506248
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vwretd    0.776942
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vwretd    1.012255
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vwretd    0.254352
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vwretd    0.613314
dtype: float64, 82296: const    -0.010532
vwretd    0.586745
dtype: float64, 82297: const     0.010208
vwretd    0.509663
dtype: float64, 82298: const    -0.007656
vwretd    1.279079
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vwretd    1.957630
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vwretd    0.855647
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vwretd    1.355658
dtype: float64, 82303: const     0.008303
vwretd    0.469591
dtype: float64, 82304: const     0.004290
vwretd    1.489273
dtype: float64, 82305: const     0.005175
vwretd    0.270808
dtype: float64, 82306: const     0.010603
vwretd    1.075749
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vwretd    0.856131
dtype: float64, 82308: const    -0.003658
vwretd    0.764931
dtype: float64, 82309: const     0.012126
vwretd    0.957504
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vwretd    0.677397
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vwretd    0.867632
dtype: float64, 82326: const    -0.002122
vwretd    1.095449
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vwretd    0.669650
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vwretd    0.242528
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vwretd    0.967126
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vwretd    1.389016
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vwretd    1.222589
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vwretd    0.840512
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vwretd    0.310821
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vwretd    0.513581
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vwretd    0.082866
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vwretd    1.329941
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vwretd    0.974272
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vwretd    1.787554
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vwretd    0.371779
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vwretd    0.368044
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vwretd    1.362012
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vwretd    0.169667
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vwretd    1.136927
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vwretd    0.431180
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vwretd   -2.963190
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vwretd    1.503639
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vwretd    0.362760
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vwretd    0.436431
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vwretd    0.276435
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vwretd    0.222801
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vwretd    1.634965
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vwretd    0.695127
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vwretd    0.607629
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vwretd    1.409774
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vwretd    2.122057
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vwretd    0.463944
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vwretd    1.624150
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vwretd    2.481738
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vwretd    1.562170
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vwretd    2.555042
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vwretd    0.387540
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vwretd    1.414537
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vwretd    1.732858
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vwretd    0.972857
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vwretd    0.821383
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vwretd   -0.157335
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vwretd    0.002891
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vwretd    0.332512
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vwretd    1.345677
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vwretd    3.054833
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vwretd    0.579612
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vwretd    1.230414
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vwretd    0.387969
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vwretd    1.629502
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vwretd    2.938248
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vwretd    0.580843
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vwretd    0.778614
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vwretd    1.281429
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vwretd    1.458389
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vwretd    1.397355
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vwretd    0.945792
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vwretd    0.017642
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vwretd    1.500959
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vwretd    0.989141
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vwretd    0.913884
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vwretd    1.361184
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vwretd    1.285673
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vwretd    1.248616
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vwretd    1.561044
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vwretd    1.799856
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vwretd    2.84097
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vwretd    1.114522
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vwretd    0.821954
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vwretd    0.380007
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vwretd    1.746352
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vwretd    0.194412
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vwretd    1.258955
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vwretd    1.758260
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vwretd    1.814313
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vwretd    1.609215
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vwretd    0.495296
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vwretd    0.993810
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vwretd    0.500976
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vwretd    2.542153
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vwretd    1.421680
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vwretd    2.813419
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vwretd    0.368385
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vwretd    0.749799
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vwretd    1.424495
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vwretd    1.390283
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vwretd    0.794115
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vwretd    1.987718
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vwretd    1.013069
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vwretd    1.448942
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vwretd    2.323148
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vwretd    0.995430
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vwretd    1.867851
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vwretd    3.294940
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vwretd    1.689016
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vwretd    1.171211
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vwretd    1.643432
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vwretd    1.847678
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vwretd    1.454560
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vwretd    1.214035
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vwretd    0.557082
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vwretd    2.502419
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vwretd    2.713059
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vwretd    0.364101
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vwretd    2.517243
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vwretd    2.584649
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vwretd    2.394490
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vwretd    0.299070
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vwretd    1.907341
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vwretd    1.475713
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vwretd    0.847104
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vwretd   -0.443052
dtype: float64, 82570: const    -0.167151
vwretd    2.102717
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vwretd    1.111418
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vwretd    0.680399
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vwretd    0.798382
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vwretd    1.323295
dtype: float64, 82575: const    -0.000254
vwretd    1.177245
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vwretd    0.823886
dtype: float64, 82577: const    -0.050995
vwretd    3.536699
dtype: float64, 82578: const    -0.008391
vwretd    3.979038
dtype: float64, 82579: const    -0.085334
vwretd    0.996405
dtype: float64, 82580: const     0.084174
vwretd   -0.691788
dtype: float64, 82581: const     0.006342
vwretd    0.677630
dtype: float64, 82582: const    -0.040069
vwretd    1.608242
dtype: float64, 82583: const     0.005284
vwretd    1.233192
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vwretd    1.132674
dtype: float64, 82585: const     0.006737
vwretd    2.285912
dtype: float64, 82586: const    -0.190756
vwretd    1.342500
dtype: float64, 82587: const     0.002775
vwretd    1.093212
dtype: float64, 82588: const    -0.044791
vwretd    0.522332
dtype: float64, 82589: const    -0.049929
vwretd    2.831716
dtype: float64, 82590: const    -0.001323
vwretd    0.564628
dtype: float64, 82591: const    -0.027967
vwretd    0.613532
dtype: float64, 82592: const    -0.061373
vwretd    1.442971
dtype: float64, 82593: const    -0.005960
vwretd    0.119395
dtype: float64, 82594: const    -0.070346
vwretd    3.467765
dtype: float64, 82595: const    -0.172375
vwretd    1.222229
dtype: float64, 82596: const    -0.034692
vwretd    0.666231
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vwretd    0.515882
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vwretd    1.909381
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vwretd    0.878780
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vwretd   -0.677040
dtype: float64, 82601: const    -0.094670
vwretd    1.204891
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vwretd    1.457458
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vwretd    1.537611
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vwretd    1.757671
dtype: float64, 82605: const     0.008073
vwretd    1.958067
dtype: float64, 82606: const     0.015525
vwretd    0.916716
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vwretd    1.109691
dtype: float64, 82608: const    -0.186329
vwretd    2.278384
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vwretd    0.118081
dtype: float64, 82610: const     0.016232
vwretd    1.858323
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vwretd    1.853437
dtype: float64, 82612: const     0.022903
vwretd    0.918888
dtype: float64, 82613: const     0.008861
vwretd    2.786873
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vwretd    1.096233
dtype: float64, 82615: const    -0.027421
vwretd    0.594474
dtype: float64, 82616: const     0.032965
vwretd    1.634213
dtype: float64, 82617: const    -0.121612
vwretd    1.349130
dtype: float64, 82618: const     0.016873
vwretd    2.271653
dtype: float64, 82619: const     0.006748
vwretd    2.457087
dtype: float64, 82620: const    -0.045855
vwretd    2.716930
dtype: float64, 82621: const     0.014931
vwretd    1.407567
dtype: float64, 82622: const    -0.054081
vwretd    1.133596
dtype: float64, 82623: const    -0.000176
vwretd    1.807425
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vwretd    1.098857
dtype: float64, 82625: const    -0.004083
vwretd    1.436611
dtype: float64, 82626: const    -0.094483
vwretd    1.562114
dtype: float64, 82627: const    -0.028232
vwretd    0.289042
dtype: float64, 82628: const    -0.026250
vwretd    1.890754
dtype: float64, 82631: const    -0.000358
vwretd    0.575923
dtype: float64, 82632: const     0.001688
vwretd    1.326823
dtype: float64, 82633: const    -0.080138
vwretd   -0.112090
dtype: float64, 82634: const     0.009352
vwretd    0.735195
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vwretd    1.510422
dtype: float64, 82637: const     0.001808
vwretd    0.839282
dtype: float64, 82638: const     0.006547
vwretd    1.473973
dtype: float64, 82639: const    -0.000454
vwretd    0.739457
dtype: float64, 82640: const    -0.000108
vwretd    1.901537
dtype: float64, 82641: const    -0.004376
vwretd    0.020690
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vwretd    0.927747
dtype: float64, 82643: const     0.005085
vwretd    1.264289
dtype: float64, 82644: const     0.001346
vwretd    0.411209
dtype: float64, 82646: const     0.002960
vwretd    1.054002
dtype: float64, 82647: const     0.000367
vwretd    0.731530
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vwretd    0.791569
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vwretd    0.716039
dtype: float64, 82650: const    -0.035454
vwretd    1.799087
dtype: float64, 82651: const     0.009277
vwretd    0.981928
dtype: float64, 82652: const    -0.005621
vwretd    1.251715
dtype: float64, 82653: const     0.002054
vwretd    0.909425
dtype: float64, 82654: const     0.006433
vwretd    0.933029
dtype: float64, 82655: const     0.014509
vwretd    1.650133
dtype: float64, 82656: const     0.005053
vwretd    1.533477
dtype: float64, 82657: const    -0.014258
vwretd    0.737544
dtype: float64, 82658: const     0.011100
vwretd    1.570653
dtype: float64, 82659: const     0.057205
vwretd    1.837146
dtype: float64, 82661: const     0.031553
vwretd    2.749389
dtype: float64, 82662: const    -0.090560
vwretd    2.335546
dtype: float64, 82663: const    -0.014610
vwretd    2.727282
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vwretd    1.792731
dtype: float64, 82665: const     0.012785
vwretd    0.408915
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vwretd    0.814513
dtype: float64, 82667: const    -0.013511
vwretd    1.652101
dtype: float64, 82668: const    -0.012490
vwretd    1.423412
dtype: float64, 82669: const    -0.025847
vwretd    2.217559
dtype: float64, 82670: const     0.002452
vwretd    1.440833
dtype: float64, 82671: const    -0.043807
vwretd    0.689643
dtype: float64, 82672: const    -0.008534
vwretd    1.155285
dtype: float64, 82673: const     0.014631
vwretd    1.539106
dtype: float64, 82675: const    -0.012043
vwretd    0.606043
dtype: float64, 82676: const    -0.097936
vwretd    2.332832
dtype: float64, 82677: const    -0.054004
vwretd    3.576696
dtype: float64, 82678: const    -0.036365
vwretd    1.850100
dtype: float64, 82679: const    -0.006602
vwretd    2.269173
dtype: float64, 82680: const     0.014724
vwretd    0.401179
dtype: float64, 82681: const     0.009757
vwretd    1.648566
dtype: float64, 82682: const    -0.116028
vwretd    0.703162
dtype: float64, 82683: const     0.012054
vwretd    0.213095
dtype: float64, 82684: const    -0.015088
vwretd    1.461619
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vwretd    0.824733
dtype: float64, 82686: const     0.013409
vwretd    1.300685
dtype: float64, 82687: const    -0.128512
vwretd    1.838291
dtype: float64, 82688: const    -0.009339
vwretd    1.171685
dtype: float64, 82689: const    -0.017387
vwretd    0.648169
dtype: float64, 82690: const    -0.012479
vwretd    0.655975
dtype: float64, 82691: const    -0.189815
vwretd    6.262847
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vwretd    3.505601
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vwretd    1.165809
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vwretd    0.873753
dtype: float64, 82696: const     0.019096
vwretd    1.420431
dtype: float64, 82697: const     0.012217
vwretd    1.312310
dtype: float64, 82698: const     0.044277
vwretd   -0.233819
dtype: float64, 82699: const     0.007214
vwretd    1.114878
dtype: float64, 82700: const    -0.022691
vwretd    1.425120
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vwretd    1.533436
dtype: float64, 82702: const    -0.000287
vwretd    1.175858
dtype: float64, 82703: const    -0.019914
vwretd    1.408206
dtype: float64, 82704: const    -0.026829
vwretd    1.918680
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vwretd    0.985478
dtype: float64, 82706: const     0.004616
vwretd    0.831184
dtype: float64, 82707: const    -0.052817
vwretd    1.671473
dtype: float64, 82708: const    -0.007470
vwretd    0.232298
dtype: float64, 82709: const     0.020613
vwretd    0.280649
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vwretd    0.453362
dtype: float64, 82711: const    -0.244937
vwretd   -0.049305
dtype: float64, 82712: const    -0.018603
vwretd    1.375615
dtype: float64, 82713: const    -0.039134
vwretd    3.676460
dtype: float64, 82714: const     0.009086
vwretd    0.278278
dtype: float64, 82715: const    -0.078649
vwretd    0.226400
dtype: float64, 82716: const    -0.133436
vwretd    2.707703
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vwretd    0.589178
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vwretd    1.166765
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vwretd    2.869967
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vwretd    1.283665
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vwretd    1.080266
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vwretd    1.730039
dtype: float64, 82723: const    -0.012712
vwretd    1.688722
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vwretd    1.140567
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vwretd    0.592519
dtype: float64, 82726: const    -0.057458
vwretd    0.050344
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vwretd    2.731756
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vwretd    0.367988
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vwretd    1.143082
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vwretd    2.320448
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vwretd    1.658355
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vwretd    0.539656
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vwretd    1.310998
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vwretd    0.405182
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vwretd    0.887115
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vwretd    1.301034
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vwretd    1.912836
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vwretd    1.539236
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vwretd   -0.643072
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vwretd   -1.646572
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vwretd    0.456142
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vwretd    0.769548
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vwretd    0.723499
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vwretd    1.091517
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vwretd    0.770918
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vwretd    0.998813
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vwretd    0.977075
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vwretd    3.898485
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vwretd    0.797597
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vwretd    1.302536
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vwretd    0.928880
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vwretd   -0.051866
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vwretd    1.102559
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vwretd    0.197661
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vwretd    3.010393
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vwretd    2.017319
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vwretd    1.979924
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vwretd    0.931075
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vwretd    1.21821
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vwretd    0.218529
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vwretd    0.775745
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vwretd    0.606979
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vwretd    2.295396
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vwretd    0.921711
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vwretd    1.039312
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vwretd    0.127656
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vwretd    0.949630
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vwretd    0.563498
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vwretd    0.614989
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vwretd    0.981684
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vwretd    0.631350
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vwretd    1.520274
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vwretd    0.698230
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vwretd    1.08527
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vwretd    1.644835
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vwretd    1.156971
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vwretd    0.427418
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vwretd    0.529497
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vwretd    8.261192
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vwretd    0.503580
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vwretd    1.643994
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vwretd    1.099429
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vwretd    0.218818
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vwretd   -0.061413
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vwretd    0.773091
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vwretd    1.346523
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vwretd    0.783257
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vwretd    1.148594
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vwretd    0.576310
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vwretd    0.279515
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vwretd    0.869939
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vwretd    0.914272
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vwretd    1.028571
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vwretd    0.428746
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vwretd    1.465270
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vwretd    0.393103
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vwretd    0.245937
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vwretd    3.283325
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vwretd    1.521420
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vwretd    0.507659
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vwretd    0.433402
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vwretd    1.232777
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vwretd    0.370912
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vwretd    0.884338
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vwretd    1.770142
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vwretd    2.449830
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vwretd    1.746986
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vwretd    0.96406
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vwretd   -0.164651
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vwretd    1.561610
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vwretd    2.343064
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vwretd    1.200202
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vwretd    1.835188
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vwretd    1.136066
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vwretd    1.587812
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vwretd    1.229039
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vwretd    2.392454
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vwretd    2.473000
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vwretd    1.335076
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vwretd   -0.209898
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vwretd    1.565912
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vwretd    0.770982
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vwretd    0.756335
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vwretd   -0.698451
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vwretd    1.187547
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vwretd    1.197295
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vwretd    0.144323
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vwretd    0.305269
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vwretd    1.680994
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vwretd    0.151737
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vwretd    2.005439
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vwretd    1.255765
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vwretd    1.943004
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vwretd    1.614921
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vwretd    0.081755
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vwretd    1.174078
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vwretd    0.740502
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vwretd    0.159601
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vwretd    0.204186
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vwretd    0.369494
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vwretd    0.384808
dtype: float64, 82857: const    -0.029368
vwretd    1.908552
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vwretd    0.628609
dtype: float64, 82859: const    -0.005458
vwretd    1.636095
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vwretd    0.413753
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vwretd    0.235525
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vwretd    1.326186
dtype: float64, 82863: const    -0.044434
vwretd    1.342192
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vwretd    1.064346
dtype: float64, 82895: const     0.007969
vwretd    1.413881
dtype: float64, 82908: const    -0.012617
vwretd    1.203249
dtype: float64, 82916: const     0.017250
vwretd    0.574509
dtype: float64, 82924: const     0.004254
vwretd    0.765722
dtype: float64, 82932: const     0.004497
vwretd    0.745053
dtype: float64, 82959: const     0.005039
vwretd    1.126778
dtype: float64, 82967: const     0.017789
vwretd    0.286644
dtype: float64, 82975: const     0.009494
vwretd    0.264045
dtype: float64, 82983: const     0.000222
vwretd    0.909961
dtype: float64, 82991: const    -0.001358
vwretd    0.584714
dtype: float64, 83003: const     0.012372
vwretd    0.675679
dtype: float64, 83011: const     0.007851
vwretd    1.435054
dtype: float64, 83030: const     0.002783
vwretd    0.750309
dtype: float64, 83038: const     0.004782
vwretd    1.828963
dtype: float64, 83046: const     0.002354
vwretd    1.169969
dtype: float64, 83054: const    -0.014729
vwretd    0.569608
dtype: float64, 83062: const    -0.014671
vwretd    1.307585
dtype: float64, 83089: const     0.008513
vwretd    0.693227
dtype: float64, 83106: const     0.010261
vwretd    0.124029
dtype: float64, 83107: const    -0.073382
vwretd    0.409819
dtype: float64, 83108: const    -0.129251
vwretd    1.493448
dtype: float64, 83109: const     0.013494
vwretd   -0.018048
dtype: float64, 83110: const    -0.043132
vwretd    1.224041
dtype: float64, 83111: const     0.015224
vwretd    1.328822
dtype: float64, 83112: const     0.009598
vwretd    0.743564
dtype: float64, 83113: const     0.010457
vwretd    1.261908
dtype: float64, 83114: const    -0.085972
vwretd    0.912109
dtype: float64, 83115: const     0.019550
vwretd    1.154787
dtype: float64, 83117: const    -0.032119
vwretd   -0.120823
dtype: float64, 83118: const    -0.022178
vwretd    2.655656
dtype: float64, 83119: const    -0.042478
vwretd    0.900914
dtype: float64, 83120: const     0.001431
vwretd    1.456345
dtype: float64, 83121: const     0.019619
vwretd    1.324067
dtype: float64, 83122: const    -0.056575
vwretd    2.490927
dtype: float64, 83123: const     0.012021
vwretd    1.341613
dtype: float64, 83124: const     0.004545
vwretd    1.044321
dtype: float64, 83125: const     0.010294
vwretd    0.455315
dtype: float64, 83126: const    -0.060417
vwretd    3.214887
dtype: float64, 83127: const     0.031584
vwretd    2.285793
dtype: float64, 83128: const    -0.065547
vwretd    2.914836
dtype: float64, 83129: const     0.013779
vwretd    1.579430
dtype: float64, 83130: const     0.022609
vwretd    2.660532
dtype: float64, 83131: const     0.000753
vwretd    1.867905
dtype: float64, 83132: const     0.024807
vwretd   -0.973016
dtype: float64, 83133: const    -0.025200
vwretd    2.212543
dtype: float64, 83134: const     0.014128
vwretd    1.078679
dtype: float64, 83135: const    -0.100150
vwretd    0.648347
dtype: float64, 83136: const     0.053042
vwretd    0.294262
dtype: float64, 83137: const     0.011771
vwretd    0.039097
dtype: float64, 83138: const    -0.040891
vwretd    1.498798
dtype: float64, 83139: const    -0.042367
vwretd   -0.497912
dtype: float64, 83140: const    -0.047262
vwretd    1.386070
dtype: float64, 83141: const     0.024192
vwretd    0.647573
dtype: float64, 83142: const     0.006948
vwretd    1.364301
dtype: float64, 83143: const     0.007563
vwretd    0.752533
dtype: float64, 83144: const    -0.121669
vwretd    2.181606
dtype: float64, 83145: const     0.000844
vwretd    1.361565
dtype: float64, 83146: const    -0.023912
vwretd    2.385284
dtype: float64, 83147: const    -0.194967
vwretd    0.760165
dtype: float64, 83148: const    -0.001415
vwretd    0.972051
dtype: float64, 83149: const     0.006404
vwretd    2.089488
dtype: float64, 83150: const    -0.100804
vwretd    1.670452
dtype: float64, 83151: const    -0.003974
vwretd    1.128272
dtype: float64, 83152: const    -0.004899
vwretd    1.457113
dtype: float64, 83153: const     0.028405
vwretd    0.376824
dtype: float64, 83154: const     0.025131
vwretd   -0.245916
dtype: float64, 83155: const     0.005641
vwretd    0.175935
dtype: float64, 83156: const    -0.080683
vwretd    1.175202
dtype: float64, 83157: const    -0.044047
vwretd    1.784780
dtype: float64, 83158: const    -0.101770
vwretd    1.897303
dtype: float64, 83159: const    -0.070108
vwretd    1.585100
dtype: float64, 83160: const    -0.032666
vwretd    1.534827
dtype: float64, 83161: const     0.019941
vwretd    1.851750
dtype: float64, 83162: const     0.013405
vwretd    0.600881
dtype: float64, 83163: const     0.005188
vwretd    2.585906
dtype: float64, 83164: const    -0.171744
vwretd    1.416646
dtype: float64, 83165: const     0.023865
vwretd    0.772209
dtype: float64, 83167: const    -0.033054
vwretd    1.297082
dtype: float64, 83168: const     0.001580
vwretd   -0.841889
dtype: float64, 83169: const    -0.023290
vwretd    0.565981
dtype: float64, 83170: const    -0.010215
vwretd    1.294312
dtype: float64, 83171: const    -0.055348
vwretd    0.680919
dtype: float64, 83172: const    -0.011040
vwretd    0.922899
dtype: float64, 83173: const    -0.099707
vwretd    2.674660
dtype: float64, 83174: const    -0.014419
vwretd    1.138857
dtype: float64, 83175: const     0.008703
vwretd    0.035311
dtype: float64, 83176: const    -0.200091
vwretd    1.476320
dtype: float64, 83177: const     0.006080
vwretd    0.737372
dtype: float64, 83178: const    -0.004830
vwretd    1.581226
dtype: float64, 83179: const    -0.031976
vwretd    0.740313
dtype: float64, 83180: const    -0.025976
vwretd    1.197553
dtype: float64, 83181: const    -0.010942
vwretd    0.328035
dtype: float64, 83183: const     0.012839
vwretd    3.101407
dtype: float64, 83184: const    -0.053971
vwretd    1.400205
dtype: float64, 83185: const    -0.019144
vwretd    1.639651
dtype: float64, 83186: const     0.004510
vwretd    1.060365
dtype: float64, 83188: const     0.002463
vwretd    1.052275
dtype: float64, 83189: const     0.021482
vwretd    0.484470
dtype: float64, 83190: const    -0.018921
vwretd    0.966776
dtype: float64, 83191: const     0.059864
vwretd   -0.714939
dtype: float64, 83193: const    -0.035740
vwretd    1.348359
dtype: float64, 83194: const     0.004964
vwretd    0.004533
dtype: float64, 83195: const     0.004709
vwretd    0.356742
dtype: float64, 83196: const     0.001061
vwretd    0.346531
dtype: float64, 83197: const    -0.003510
vwretd    0.790191
dtype: float64, 83198: const    -0.018962
vwretd    1.856042
dtype: float64, 83199: const    -0.084879
vwretd    0.626291
dtype: float64, 83200: const     0.032013
vwretd   -0.552897
dtype: float64, 83201: const     0.003792
vwretd    1.070279
dtype: float64, 83202: const     0.034807
vwretd   -0.146050
dtype: float64, 83203: const     0.012576
vwretd    0.432187
dtype: float64, 83204: const    -0.031512
vwretd    1.494799
dtype: float64, 83205: const    -0.011580
vwretd    0.842073
dtype: float64, 83206: const     0.008952
vwretd    0.958861
dtype: float64, 83207: const    -0.014087
vwretd    1.003309
dtype: float64, 83208: const    -0.000358
vwretd    1.058497
dtype: float64, 83209: const    -0.001683
vwretd    1.062402
dtype: float64, 83210: const    -0.001689
vwretd    0.957847
dtype: float64, 83211: const    -0.000778
vwretd    1.098102
dtype: float64, 83212: const    -0.001592
vwretd    1.078103
dtype: float64, 83213: const    -0.003194
vwretd    1.215838
dtype: float64, 83214: const     0.016941
vwretd    0.933154
dtype: float64, 83215: const    -0.001408
vwretd    0.987917
dtype: float64, 83216: const    -0.000598
vwretd    0.876600
dtype: float64, 83217: const    -0.003026
vwretd    1.061911
dtype: float64, 83218: const     0.000787
vwretd    0.772281
dtype: float64, 83219: const    -0.001630
vwretd    1.260493
dtype: float64, 83220: const    -0.001213
vwretd    1.058559
dtype: float64, 83221: const    -0.003863
vwretd    1.116738
dtype: float64, 83222: const    -0.001963
vwretd    1.076011
dtype: float64, 83223: const    -3.272391e-07
vwretd    1.218900e+00
dtype: float64, 83224: const    -0.002011
vwretd    0.871367
dtype: float64, 83225: const    -0.003552
vwretd    0.719687
dtype: float64, 83226: const     0.012323
vwretd    0.508008
dtype: float64, 83227: const     0.016735
vwretd   -0.450317
dtype: float64, 83228: const     0.027119
vwretd    0.307035
dtype: float64, 83229: const    -0.015911
vwretd    2.135156
dtype: float64, 83230: const    -0.001996
vwretd    0.761276
dtype: float64, 83231: const    -0.006633
vwretd    1.312702
dtype: float64, 83232: const    -0.049950
vwretd    1.529058
dtype: float64, 83233: const     0.003238
vwretd    1.023491
dtype: float64, 83234: const     0.007740
vwretd    1.179872
dtype: float64, 83235: const    -0.038065
vwretd    1.652209
dtype: float64, 83236: const     0.002738
vwretd    0.245499
dtype: float64, 83237: const    -0.022114
vwretd   -0.511322
dtype: float64, 83238: const     0.013046
vwretd    0.004891
dtype: float64, 83239: const     0.003633
vwretd    1.317892
dtype: float64, 83240: const    -0.088616
vwretd    0.021173
dtype: float64, 83241: const    -0.019028
vwretd    1.083442
dtype: float64, 83242: const    -0.042011
vwretd    0.306283
dtype: float64, 83243: const     0.039836
vwretd    0.084176
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vwretd    2.398434
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vwretd    0.219153
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vwretd    0.838541
dtype: float64, 83247: const     0.015404
vwretd    1.304860
dtype: float64, 83248: const    -0.121764
vwretd    0.481502
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vwretd    1.579111
dtype: float64, 83250: const     0.007197
vwretd    0.537286
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vwretd    1.507124
dtype: float64, 83252: const    -0.027061
vwretd    1.618989
dtype: float64, 83253: const    -0.006094
vwretd    1.128780
dtype: float64, 83254: const     0.021248
vwretd   -0.001847
dtype: float64, 83255: const     0.001943
vwretd   -0.606011
dtype: float64, 83256: const    -0.004981
vwretd    0.212452
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vwretd    0.392805
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vwretd    0.109037
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vwretd    0.441620
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vwretd    0.078343
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vwretd    0.685256
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vwretd    1.665322
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vwretd    0.766931
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vwretd    0.890995
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vwretd   -0.440745
dtype: float64, 83267: const    -0.034763
vwretd    1.040884
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vwretd   -2.731556
dtype: float64, 83269: const    -0.077228
vwretd    1.815769
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vwretd    1.547400
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vwretd   -0.236421
dtype: float64, 83272: const     0.007093
vwretd    0.992032
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vwretd    1.104921
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vwretd    3.136937
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vwretd    1.531831
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vwretd   -2.117444
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vwretd    1.907256
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vwretd    2.999257
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vwretd    0.273320
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vwretd    1.001441
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vwretd   -0.658763
dtype: float64, 83283: const     0.008450
vwretd    1.436528
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vwretd    1.077251
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vwretd    1.773687
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vwretd    2.957585
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vwretd   -0.282626
dtype: float64, 83290: const     0.008780
vwretd    1.718617
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vwretd    1.306251
dtype: float64, 83292: const    -0.015502
vwretd   -1.873200
dtype: float64, 83293: const     0.006205
vwretd    0.854716
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vwretd    0.855215
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vwretd    0.860043
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vwretd    0.293543
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vwretd    1.511046
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vwretd    2.766876
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vwretd    0.851915
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vwretd    1.087373
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vwretd    0.516231
dtype: float64, 83302: const     0.044370
vwretd    0.832571
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vwretd    0.387305
dtype: float64, 83304: const    -0.003317
vwretd    1.153621
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vwretd    0.651209
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vwretd    1.895681
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vwretd    1.203904
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vwretd    1.987644
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vwretd    0.968130
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vwretd    0.675192
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vwretd    0.342378
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vwretd    1.723740
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vwretd    0.981049
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vwretd    0.730411
dtype: float64, 83315: const    -0.107148
vwretd    1.878922
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vwretd    1.770838
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vwretd    1.616908
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vwretd    0.007113
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vwretd    0.880997
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vwretd    0.846171
dtype: float64, 83321: const    -0.004162
vwretd    3.129728
dtype: float64, 83322: const    -0.012296
vwretd    1.401537
dtype: float64, 83323: const    -0.024988
vwretd    1.291593
dtype: float64, 83324: const    -0.018384
vwretd    1.566053
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vwretd    0.678271
dtype: float64, 83326: const    -0.006720
vwretd    1.352198
dtype: float64, 83327: const    -0.017072
vwretd    0.318140
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vwretd    0.660121
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vwretd    1.643942
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vwretd    1.116764
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vwretd    2.378768
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vwretd    0.971216
dtype: float64, 83334: const    -0.009104
vwretd    1.272371
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vwretd    0.712662
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vwretd    0.646633
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vwretd    0.320974
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vwretd   -0.184461
dtype: float64, 83339: const     0.001187
vwretd    0.577206
dtype: float64, 83341: const    -0.002252
vwretd    0.838680
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vwretd    2.993259
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vwretd    0.657220
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vwretd    0.031773
dtype: float64, 83345: const     0.005117
vwretd    0.685793
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vwretd   -0.308799
dtype: float64, 83347: const     0.006823
vwretd    0.618501
dtype: float64, 83348: const     0.020387
vwretd    2.027807
dtype: float64, 83349: const    -0.008157
vwretd    1.076885
dtype: float64, 83350: const     0.010189
vwretd    0.163338
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vwretd    1.075914
dtype: float64, 83352: const    -0.048456
vwretd    1.055952
dtype: float64, 83353: const    -0.026524
vwretd    0.169863
dtype: float64, 83354: const     0.033238
vwretd    2.011883
dtype: float64, 83355: const    -0.096675
vwretd    0.629576
dtype: float64, 83356: const     0.019876
vwretd    0.599693
dtype: float64, 83357: const     0.063085
vwretd    1.528320
dtype: float64, 83358: const     0.008820
vwretd    1.037955
dtype: float64, 83359: const    -0.041599
vwretd    1.409505
dtype: float64, 83360: const    -0.022094
vwretd    0.069195
dtype: float64, 83361: const     0.013806
vwretd    1.228895
dtype: float64, 83362: const    -0.004944
vwretd    0.363502
dtype: float64, 83363: const     0.014969
vwretd    0.172982
dtype: float64, 83364: const    -0.051427
vwretd   -2.551558
dtype: float64, 83365: const     0.015996
vwretd    1.426083
dtype: float64, 83366: const    -0.004759
vwretd    1.055037
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vwretd    1.110865
dtype: float64, 83368: const    -0.001558
vwretd    0.902270
dtype: float64, 83370: const     0.006358
vwretd    1.816642
dtype: float64, 83371: const     0.061739
vwretd   -0.069773
dtype: float64, 83372: const     0.014225
vwretd    0.624866
dtype: float64, 83373: const     0.006529
vwretd    0.211526
dtype: float64, 83374: const     0.001819
vwretd    0.496258
dtype: float64, 83375: const     0.014390
vwretd   -0.090414
dtype: float64, 83376: const    -0.004302
vwretd    0.504387
dtype: float64, 83377: const     0.013213
vwretd    0.534046
dtype: float64, 83378: const    -0.009407
vwretd    1.956787
dtype: float64, 83379: const    -0.020684
vwretd    1.007227
dtype: float64, 83381: const    -0.025050
vwretd    0.481033
dtype: float64, 83382: const     0.014841
vwretd    1.297992
dtype: float64, 83383: const     0.037649
vwretd    0.294683
dtype: float64, 83384: const     0.009805
vwretd    0.991611
dtype: float64, 83386: const     0.017444
vwretd    2.951621
dtype: float64, 83387: const     0.009860
vwretd    0.386376
dtype: float64, 83388: const    -0.042887
vwretd    2.340577
dtype: float64, 83389: const     0.010805
vwretd    0.484736
dtype: float64, 83390: const     0.003617
vwretd    1.019242
dtype: float64, 83391: const     0.007402
vwretd    0.912442
dtype: float64, 83392: const     0.069165
vwretd    2.470200
dtype: float64, 83393: const    -0.013706
vwretd    0.509724
dtype: float64, 83394: const     0.069366
vwretd   -1.212809
dtype: float64, 83395: const     0.004385
vwretd    0.117413
dtype: float64, 83396: const     0.003545
vwretd    0.971246
dtype: float64, 83397: const    -0.012799
vwretd    1.843583
dtype: float64, 83398: const     0.013486
vwretd    3.567677
dtype: float64, 83399: const    -0.001235
vwretd    1.221456
dtype: float64, 83400: const     0.038316
vwretd    0.757532
dtype: float64, 83401: const    -0.005245
vwretd    0.194401
dtype: float64, 83402: const     0.010244
vwretd    0.420874
dtype: float64, 83403: const    -0.093374
vwretd    0.981889
dtype: float64, 83404: const    -0.004869
vwretd    1.366540
dtype: float64, 83405: const     0.009733
vwretd    1.922382
dtype: float64, 83406: const    -0.018601
vwretd    2.195492
dtype: float64, 83407: const    -0.006067
vwretd    0.289791
dtype: float64, 83408: const     0.026036
vwretd    0.184600
dtype: float64, 83409: const     0.011508
vwretd    0.164587
dtype: float64, 83410: const     0.000686
vwretd    0.499985
dtype: float64, 83411: const     0.008350
vwretd    1.100858
dtype: float64, 83412: const     0.012181
vwretd    2.949398
dtype: float64, 83413: const     0.009756
vwretd    2.136777
dtype: float64, 83414: const     0.004785
vwretd    0.650610
dtype: float64, 83415: const    -0.044774
vwretd    0.703276
dtype: float64, 83416: const    -0.006852
vwretd    2.837605
dtype: float64, 83417: const     0.041863
vwretd    0.116902
dtype: float64, 83418: const     0.025763
vwretd    1.306275
dtype: float64, 83419: const     0.022681
vwretd    1.435334
dtype: float64, 83421: const     0.000039
vwretd    0.540021
dtype: float64, 83422: const     0.003352
vwretd    1.093479
dtype: float64, 83423: const    -0.001910
vwretd    1.740971
dtype: float64, 83424: const     0.008160
vwretd    0.134233
dtype: float64, 83425: const    -0.002445
vwretd    0.706818
dtype: float64, 83426: const     0.036277
vwretd    0.579944
dtype: float64, 83427: const    -0.012843
vwretd    1.548306
dtype: float64, 83428: const     0.017265
vwretd    0.868409
dtype: float64, 83429: const     0.002599
vwretd    0.983394
dtype: float64, 83430: const     0.025244
vwretd    1.200034
dtype: float64, 83431: const     0.113978
vwretd    3.887821
dtype: float64, 83432: const    -0.109623
vwretd   -0.149550
dtype: float64, 83433: const     0.002723
vwretd    1.000608
dtype: float64, 83434: const     0.013401
vwretd    0.300072
dtype: float64, 83435: const     0.014539
vwretd    2.154680
dtype: float64, 83436: const     0.011101
vwretd    0.590253
dtype: float64, 83437: const    -0.006621
vwretd    1.036265
dtype: float64, 83438: const    -0.008066
vwretd    1.112338
dtype: float64, 83439: const     0.055691
vwretd    0.210057
dtype: float64, 83440: const     0.007114
vwretd    0.699909
dtype: float64, 83441: const     0.015846
vwretd    0.619865
dtype: float64, 83442: const     0.000012
vwretd    1.028592
dtype: float64, 83443: const     0.005533
vwretd    0.590872
dtype: float64, 83444: const     0.012457
vwretd   -0.016716
dtype: float64, 83445: const     0.006245
vwretd    0.685180
dtype: float64, 83446: const    -0.066564
vwretd    2.534955
dtype: float64, 83447: const    -0.003757
vwretd    1.324781
dtype: float64, 83448: const     0.012755
vwretd    0.791287
dtype: float64, 83449: const    -0.034360
vwretd    0.481464
dtype: float64, 83450: const    -0.000275
vwretd    0.868333
dtype: float64, 83452: const     0.012942
vwretd    0.846863
dtype: float64, 83453: const     0.017959
vwretd    0.637762
dtype: float64, 83454: const     0.009424
vwretd    1.525189
dtype: float64, 83455: const     0.030938
vwretd    0.748595
dtype: float64, 83456: const     0.007643
vwretd    0.695376
dtype: float64, 83457: const    -0.025535
vwretd    1.006080
dtype: float64, 83458: const     0.003854
vwretd    0.907936
dtype: float64, 83459: const    -0.020863
vwretd    0.988654
dtype: float64, 83460: const     0.011824
vwretd    0.537147
dtype: float64, 83461: const     0.006143
vwretd    0.644740
dtype: float64, 83462: const    -0.001393
vwretd    1.386597
dtype: float64, 83463: const     0.011053
vwretd    0.830628
dtype: float64, 83464: const     0.062677
vwretd    0.038259
dtype: float64, 83465: const     0.053372
vwretd    2.099210
dtype: float64, 83466: const    -0.004993
vwretd    1.307651
dtype: float64, 83467: const    -0.005028
vwretd    0.701676
dtype: float64, 83468: const     0.095365
vwretd   -1.091560
dtype: float64, 83469: const     0.009750
vwretd    0.220486
dtype: float64, 83470: const     0.022039
vwretd   -0.054142
dtype: float64, 83471: const     0.078052
vwretd    0.870058
dtype: float64, 83472: const    -0.002914
vwretd    2.364414
dtype: float64, 83473: const     0.027995
vwretd    1.373059
dtype: float64, 83474: const     0.013107
vwretd    0.290046
dtype: float64, 83475: const     0.013487
vwretd    1.615168
dtype: float64, 83476: const    -0.006441
vwretd    1.177291
dtype: float64, 83477: const     0.069560
vwretd   -0.838194
dtype: float64, 83478: const     0.028940
vwretd    1.155007
dtype: float64, 83479: const    -0.033274
vwretd    0.994077
dtype: float64, 83480: const     0.004423
vwretd    2.700891
dtype: float64, 83481: const    -0.009359
vwretd   -0.272960
dtype: float64, 83482: const    -0.034870
vwretd    2.319146
dtype: float64, 83483: const    -0.026405
vwretd    1.033712
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vwretd    1.181696
dtype: float64, 83485: const    -0.067296
vwretd    1.446953
dtype: float64, 83486: const    -0.002918
vwretd    0.917695
dtype: float64, 83487: const    -0.016121
vwretd    1.144962
dtype: float64, 83488: const    -0.024382
vwretd   -0.323820
dtype: float64, 83489: const    -0.109656
vwretd    0.728015
dtype: float64, 83490: const    -0.022050
vwretd    2.877018
dtype: float64, 83491: const    -0.271964
vwretd    3.144388
dtype: float64, 83492: const     0.007258
vwretd    0.922159
dtype: float64, 83493: const    -0.094269
vwretd    1.106342
dtype: float64, 83494: const    -0.020463
vwretd    1.815302
dtype: float64, 83495: const     0.021555
vwretd    1.530122
dtype: float64, 83496: const    -0.003930
vwretd    1.717544
dtype: float64, 83497: const    -0.003031
vwretd    1.529462
dtype: float64, 83498: const    -0.100702
vwretd    3.364277
dtype: float64, 83499: const     0.020296
vwretd    1.926518
dtype: float64, 83500: const    -0.001226
vwretd    1.383324
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vwretd    0.026546
dtype: float64, 83502: const    -0.115567
vwretd    2.313825
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vwretd    0.743784
dtype: float64, 83504: const    -0.002016
vwretd    0.518089
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vwretd    0.411854
dtype: float64, 83506: const    -0.013735
vwretd    0.679436
dtype: float64, 83507: const    -0.022725
vwretd    1.398430
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vwretd    0.413400
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vwretd    0.232427
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vwretd   -0.817670
dtype: float64, 83511: const    -0.027343
vwretd    0.992157
dtype: float64, 83512: const    -0.108034
vwretd    1.963204
dtype: float64, 83513: const    -0.100853
vwretd    2.032838
dtype: float64, 83514: const     0.019218
vwretd    0.724254
dtype: float64, 83515: const    -0.016990
vwretd    0.983815
dtype: float64, 83516: const    -0.000161
vwretd    0.450966
dtype: float64, 83517: const     0.018392
vwretd    1.858458
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vwretd   -0.114202
dtype: float64, 83519: const    -0.018854
vwretd    0.260136
dtype: float64, 83520: const     0.001715
vwretd    1.366307
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vwretd   -0.438889
dtype: float64, 83522: const    -0.237251
vwretd    1.009067
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vwretd    1.671285
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vwretd    0.690424
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vwretd   -0.194685
dtype: float64, 83526: const    -0.00862
vwretd    1.14963
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vwretd    1.423189
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vwretd    0.441139
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vwretd    1.506067
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vwretd    1.469983
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vwretd    1.949944
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vwretd    1.300481
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vwretd    1.090348
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vwretd    0.993995
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vwretd    1.675378
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vwretd    0.167326
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vwretd   -1.446865
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vwretd    0.462011
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vwretd    4.413295
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vwretd    1.026649
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vwretd    1.523278
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vwretd    5.478527
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vwretd    1.00057
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vwretd    2.118387
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vwretd    2.132495
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vwretd    0.466765
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vwretd    0.336679
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vwretd   -0.052748
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vwretd    2.857912
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vwretd    0.486920
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vwretd    0.933477
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vwretd    1.476132
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vwretd    1.349333
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vwretd    0.779395
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vwretd    1.472285
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vwretd    0.961488
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vwretd    2.528127
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vwretd    1.222044
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vwretd    1.215781
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vwretd    0.938092
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vwretd    0.767026
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vwretd   -0.038026
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vwretd    1.141460
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vwretd    1.460595
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vwretd    1.653612
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vwretd    1.822066
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vwretd    2.047015
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vwretd    1.643806
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vwretd    1.631864
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vwretd    1.305617
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vwretd   -0.109914
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vwretd    0.837023
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vwretd    0.949622
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vwretd    1.517211
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vwretd    0.559006
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vwretd    1.526161
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vwretd    3.580986
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vwretd    2.87160
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vwretd    1.536453
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vwretd    2.108600
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vwretd    0.439156
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vwretd    0.976870
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vwretd    1.363388
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vwretd    0.989504
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vwretd    1.649631
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vwretd    0.332770
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vwretd    1.506503
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vwretd    1.358494
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vwretd    0.547176
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vwretd    0.198058
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vwretd    0.983868
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vwretd    1.001073
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vwretd    1.106924
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vwretd    0.688414
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vwretd    1.642319
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vwretd    0.078294
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vwretd    1.177142
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vwretd    1.032579
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vwretd    0.782046
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vwretd    1.171741
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vwretd    1.720328
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vwretd    2.891312
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vwretd    0.689303
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vwretd    0.667633
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vwretd    1.403124
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vwretd    1.348541
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vwretd    0.984090
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vwretd   -0.134108
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vwretd    0.986578
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vwretd    1.769437
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vwretd    0.291786
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vwretd   -1.086964
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vwretd    0.790112
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vwretd    1.034030
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vwretd    2.327176
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vwretd    2.286353
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vwretd    0.724099
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vwretd    1.285702
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vwretd   -0.448137
dtype: float64, 83627: const    -0.103010
vwretd    2.307191
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vwretd   -0.122765
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vwretd   -0.773203
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vwretd    2.483397
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vwretd    0.13244
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vwretd    1.145305
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vwretd    1.151926
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vwretd    0.307714
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vwretd    0.199275
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vwretd    1.278109
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vwretd    2.300613
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vwretd    0.824169
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vwretd    1.250981
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vwretd   -0.976854
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vwretd   -0.025235
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vwretd    0.558015
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vwretd    0.272967
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vwretd    1.333249
dtype: float64, 83645: const    -0.032101
vwretd    1.442625
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vwretd    0.414990
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vwretd    1.656855
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vwretd    0.198545
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vwretd    1.425312
dtype: float64, 83650: const    -0.003250
vwretd    2.002855
dtype: float64, 83651: const    -0.001167
vwretd    1.641011
dtype: float64, 83652: const    -0.003102
vwretd    1.079798
dtype: float64, 83653: const     0.010538
vwretd    1.247553
dtype: float64, 83654: const    -0.039555
vwretd    0.822719
dtype: float64, 83655: const     0.009031
vwretd    1.725120
dtype: float64, 83656: const     0.013997
vwretd    1.480914
dtype: float64, 83657: const     0.027143
vwretd    3.326923
dtype: float64, 83658: const     0.023563
vwretd    2.137636
dtype: float64, 83659: const     0.000170
vwretd    1.231199
dtype: float64, 83660: const     0.025512
vwretd    1.419541
dtype: float64, 83661: const     0.008664
vwretd    0.909404
dtype: float64, 83662: const     0.046349
vwretd   -0.245954
dtype: float64, 83663: const     0.044109
vwretd    0.894128
dtype: float64, 83664: const     0.020049
vwretd    1.191464
dtype: float64, 83665: const     0.006863
vwretd   -0.071704
dtype: float64, 83666: const     0.020163
vwretd   -0.312849
dtype: float64, 83667: const    -0.107146
vwretd    0.800334
dtype: float64, 83668: const    -0.114536
vwretd    2.795830
dtype: float64, 83669: const     0.010981
vwretd    0.499381
dtype: float64, 83670: const     0.018504
vwretd    0.473994
dtype: float64, 83671: const     0.003843
vwretd    1.827402
dtype: float64, 83672: const     0.007145
vwretd    0.159730
dtype: float64, 83673: const     0.000094
vwretd    1.108291
dtype: float64, 83674: const    -0.029484
vwretd    1.961070
dtype: float64, 83675: const     0.007112
vwretd    1.027946
dtype: float64, 83676: const     0.122241
vwretd   -3.306870
dtype: float64, 83677: const     0.022601
vwretd    1.730936
dtype: float64, 83678: const     0.023636
vwretd    0.690922
dtype: float64, 83679: const     0.004693
vwretd    1.958797
dtype: float64, 83680: const    -0.086951
vwretd    0.805963
dtype: float64, 83681: const    -0.046730
vwretd    2.959621
dtype: float64, 83682: const     0.008765
vwretd    0.329756
dtype: float64, 83683: const     0.004373
vwretd    0.592602
dtype: float64, 83684: const    -0.034533
vwretd    2.172407
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vwretd    0.807061
dtype: float64, 83686: const     0.007409
vwretd    1.039790
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vwretd    0.998194
dtype: float64, 83688: const    -0.013767
vwretd    1.292749
dtype: float64, 83689: const    -0.062887
vwretd    0.778685
dtype: float64, 83690: const     0.008986
vwretd    0.967900
dtype: float64, 83691: const     0.023006
vwretd    0.234185
dtype: float64, 83692: const    -0.043471
vwretd    0.792689
dtype: float64, 83693: const     0.010757
vwretd    2.972861
dtype: float64, 83694: const     0.013503
vwretd    0.360901
dtype: float64, 83696: const     0.000760
vwretd    1.613998
dtype: float64, 83697: const     0.012718
vwretd    0.024063
dtype: float64, 83699: const     0.013140
vwretd    1.537257
dtype: float64, 83700: const    -0.005544
vwretd    0.230922
dtype: float64, 83701: const    -0.019372
vwretd    0.784490
dtype: float64, 83702: const    -0.017467
vwretd    1.699095
dtype: float64, 83703: const    -0.026286
vwretd    1.414954
dtype: float64, 83704: const    -0.001235
vwretd    1.189335
dtype: float64, 83705: const     0.013590
vwretd    1.891179
dtype: float64, 83706: const     0.013040
vwretd    1.816904
dtype: float64, 83707: const    -0.019503
vwretd    0.532838
dtype: float64, 83708: const    -0.004876
vwretd   -0.853876
dtype: float64, 83709: const    -0.002986
vwretd    3.040186
dtype: float64, 83710: const     0.044036
vwretd    0.002768
dtype: float64, 83711: const     0.027096
vwretd    1.030548
dtype: float64, 83712: const    -0.004399
vwretd   -2.713592
dtype: float64, 83715: const     0.005243
vwretd    0.544238
dtype: float64, 83716: const    -0.020121
vwretd    0.538444
dtype: float64, 83717: const     0.017954
vwretd   -0.094431
dtype: float64, 83718: const    -0.005265
vwretd    1.285642
dtype: float64, 83719: const    -0.071507
vwretd    0.026611
dtype: float64, 83720: const     0.006738
vwretd    1.017677
dtype: float64, 83721: const     0.013243
vwretd    0.315492
dtype: float64, 83722: const     0.000347
vwretd    1.845692
dtype: float64, 83723: const    -0.011784
vwretd    0.990082
dtype: float64, 83724: const     0.020546
vwretd    1.272512
dtype: float64, 83725: const     0.017685
vwretd    0.991649
dtype: float64, 83726: const     0.015653
vwretd    0.310124
dtype: float64, 83727: const    -0.023010
vwretd    1.391521
dtype: float64, 83728: const     0.010382
vwretd    0.278367
dtype: float64, 83729: const    -0.000220
vwretd    0.480644
dtype: float64, 83730: const     0.034106
vwretd    2.305965
dtype: float64, 83731: const     0.027472
vwretd    1.835643
dtype: float64, 83732: const    -0.008053
vwretd    1.749830
dtype: float64, 83733: const     0.024872
vwretd    0.296568
dtype: float64, 83734: const    -0.016443
vwretd    1.315033
dtype: float64, 83735: const    -0.035546
vwretd   -2.973947
dtype: float64, 83736: const    -0.016452
vwretd    1.416190
dtype: float64, 83737: const    -0.001437
vwretd    0.604431
dtype: float64, 83738: const     0.009565
vwretd    0.416587
dtype: float64, 83739: const    -0.033850
vwretd    0.678495
dtype: float64, 83740: const    -0.014482
vwretd    0.847600
dtype: float64, 83741: const     0.013918
vwretd    0.012211
dtype: float64, 83742: const     0.031657
vwretd    3.036574
dtype: float64, 83743: const     0.048166
vwretd    0.167183
dtype: float64, 83744: const     0.013178
vwretd    2.817679
dtype: float64, 83745: const    -0.066438
vwretd    3.162951
dtype: float64, 83746: const     0.014423
vwretd    0.724978
dtype: float64, 83747: const    -0.073734
vwretd   -0.904120
dtype: float64, 83748: const     0.003631
vwretd    0.986771
dtype: float64, 83749: const    -0.029560
vwretd    1.827744
dtype: float64, 83750: const    -0.005932
vwretd    1.125546
dtype: float64, 83751: const    -0.039797
vwretd    0.094562
dtype: float64, 83753: const    -0.222600
vwretd    0.273963
dtype: float64, 83754: const     0.007928
vwretd   -0.140462
dtype: float64, 83755: const    -0.033384
vwretd    0.567597
dtype: float64, 83756: const     0.013798
vwretd    1.323577
dtype: float64, 83757: const     0.006855
vwretd    0.963016
dtype: float64, 83758: const    -0.031100
vwretd    1.105846
dtype: float64, 83759: const    -0.069156
vwretd    0.721154
dtype: float64, 83760: const     0.073512
vwretd   -0.314948
dtype: float64, 83761: const    -0.043851
vwretd    1.374936
dtype: float64, 83762: const     0.001095
vwretd    0.711540
dtype: float64, 83763: const     0.015319
vwretd    0.681504
dtype: float64, 83764: const     0.012808
vwretd    0.097648
dtype: float64, 83765: const     0.038854
vwretd    0.356682
dtype: float64, 83766: const    -0.005930
vwretd    2.071368
dtype: float64, 83767: const    -0.014901
vwretd    3.333956
dtype: float64, 83768: const    -0.004184
vwretd    0.907462
dtype: float64, 83769: const    -0.105385
vwretd    1.750852
dtype: float64, 83770: const    -0.034446
vwretd    2.107205
dtype: float64, 83771: const     0.007189
vwretd    0.224183
dtype: float64, 83773: const     0.004986
vwretd    0.735612
dtype: float64, 83774: const     0.002443
vwretd    0.766078
dtype: float64, 83775: const    -0.115602
vwretd    1.555339
dtype: float64, 83776: const     0.004569
vwretd    2.532389
dtype: float64, 83777: const     0.021781
vwretd    2.731665
dtype: float64, 83778: const    -0.00645
vwretd    2.40296
dtype: float64, 83779: const     0.007794
vwretd    1.358828
dtype: float64, 83780: const    -0.108679
vwretd    2.357411
dtype: float64, 83781: const    -0.035971
vwretd    1.141565
dtype: float64, 83782: const    -0.004876
vwretd    2.274647
dtype: float64, 83783: const     0.026614
vwretd    1.261779
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vwretd    0.596541
dtype: float64, 83785: const    -0.004674
vwretd    0.304846
dtype: float64, 83786: const    -0.083951
vwretd    0.900475
dtype: float64, 83787: const     0.009963
vwretd   -0.137250
dtype: float64, 83788: const    -0.106948
vwretd    0.418543
dtype: float64, 83789: const     0.007142
vwretd    0.413607
dtype: float64, 83790: const     0.013913
vwretd    1.772095
dtype: float64, 83791: const    -0.023155
vwretd    0.421222
dtype: float64, 83792: const     0.035551
vwretd   -1.931287
dtype: float64, 83793: const     0.004928
vwretd    3.250773
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vwretd    2.574329
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vwretd    0.940693
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vwretd   -0.054116
dtype: float64, 83797: const     0.016107
vwretd    1.760188
dtype: float64, 83798: const    -0.059674
vwretd    1.217542
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vwretd    0.604759
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vwretd    0.532818
dtype: float64, 83801: const    -0.059376
vwretd    1.477168
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vwretd    0.733517
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vwretd    0.621191
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vwretd    1.473552
dtype: float64, 83806: const    -0.144579
vwretd   -0.613021
dtype: float64, 83807: const     0.026960
vwretd    0.903385
dtype: float64, 83808: const     0.009900
vwretd    1.858441
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vwretd    1.607973
dtype: float64, 83810: const    -0.007580
vwretd    1.392209
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vwretd   -6.295609
dtype: float64, 83812: const    -0.022194
vwretd    0.646831
dtype: float64, 83813: const     0.017544
vwretd    3.028996
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vwretd    0.886555
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vwretd    0.752009
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vwretd    1.743562
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vwretd    0.603627
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vwretd    0.076773
dtype: float64, 83819: const    -0.030225
vwretd    1.672791
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vwretd    0.940306
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vwretd    0.371811
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vwretd    1.653770
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vwretd    1.721019
dtype: float64, 83824: const    -0.028680
vwretd    0.821115
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vwretd    0.118370
dtype: float64, 83827: const     0.004421
vwretd    0.384826
dtype: float64, 83828: const     0.015079
vwretd    0.617874
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vwretd    1.056234
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vwretd    0.521739
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vwretd    0.379320
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vwretd    0.925377
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vwretd    0.469837
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vwretd    1.656404
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vwretd    1.132589
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vwretd    0.750192
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vwretd    8.601142
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vwretd    2.775049
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vwretd    0.816294
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vwretd    1.451664
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vwretd    2.365198
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vwretd    0.305621
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vwretd    1.281436
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vwretd   -0.184878
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vwretd    0.609478
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vwretd    1.846021
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vwretd    0.713463
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vwretd    0.644635
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vwretd    7.769550
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vwretd    0.690862
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vwretd   -0.457465
dtype: float64, 83855: const    -0.004822
vwretd    1.706204
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vwretd    0.923946
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vwretd    1.757642
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vwretd    1.584542
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vwretd    2.04756
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vwretd    1.773547
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vwretd    0.675029
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vwretd    2.378793
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vwretd    1.996387
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vwretd    0.594295
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vwretd    0.551431
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vwretd    1.106966
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vwretd   -1.937759
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vwretd    0.648648
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vwretd    0.722466
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vwretd    2.054157
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vwretd    0.609335
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vwretd    0.778675
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vwretd    1.698692
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vwretd    2.989025
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vwretd    1.495964
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vwretd   -3.927803
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vwretd    1.481243
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vwretd    2.344217
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vwretd    1.627083
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vwretd    0.879930
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vwretd    0.313827
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vwretd    1.406071
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vwretd    1.155275
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vwretd    1.724924
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vwretd    2.362604
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vwretd   -0.092849
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vwretd    2.000122
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vwretd    2.359981
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vwretd    1.851070
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vwretd    0.111611
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vwretd    0.888406
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vwretd   -0.541535
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vwretd    0.281275
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vwretd    0.856885
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vwretd    0.337684
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vwretd    1.160596
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vwretd    0.945123
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vwretd    0.344990
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vwretd    0.946954
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vwretd    1.600807
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vwretd    1.762220
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vwretd    6.523432
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vwretd    0.693744
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vwretd    1.569020
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vwretd   -0.027947
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vwretd    0.482420
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vwretd    3.255540
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vwretd    1.190076
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vwretd    0.992173
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vwretd    1.368660
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vwretd    0.293091
dtype: float64, 83912: const    -0.273455
vwretd    3.917590
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vwretd    0.103510
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vwretd    0.355928
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vwretd    2.738777
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vwretd    1.340159
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vwretd    2.523021
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vwretd    1.566459
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vwretd    0.847722
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vwretd    0.748209
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vwretd   -7.460729
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vwretd    0.916327
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vwretd    0.878463
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vwretd   -0.016533
dtype: float64, 83925: const    -0.037594
vwretd    1.201547
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vwretd    0.232720
dtype: float64, 83927: const     0.008151
vwretd    0.279785
dtype: float64, 83928: const     0.011038
vwretd    1.922186
dtype: float64, 83929: const     0.043416
vwretd    3.653004
dtype: float64, 83930: const     0.004994
vwretd    0.631943
dtype: float64, 83931: const     0.025260
vwretd    0.376638
dtype: float64, 83932: const    -0.054194
vwretd   -1.018729
dtype: float64, 83933: const     0.050366
vwretd    1.168457
dtype: float64, 83934: const     0.006449
vwretd    0.285215
dtype: float64, 83935: const     0.019257
vwretd    0.510685
dtype: float64, 83936: const    -0.062522
vwretd   -0.084773
dtype: float64, 83937: const    -0.180054
vwretd    2.689462
dtype: float64, 83938: const    -0.014300
vwretd    0.864181
dtype: float64, 83939: const     0.017482
vwretd    0.846091
dtype: float64, 83940: const    -0.014299
vwretd    2.220293
dtype: float64, 83941: const     0.043630
vwretd    0.987776
dtype: float64, 83942: const     0.019829
vwretd    1.521962
dtype: float64, 83943: const     0.064235
vwretd   -0.955658
dtype: float64, 83944: const    -0.008014
vwretd    2.565136
dtype: float64, 83945: const    -0.014747
vwretd    1.962187
dtype: float64, 83946: const     0.011061
vwretd    1.664011
dtype: float64, 83947: const    -0.019081
vwretd    0.964403
dtype: float64, 83948: const    -0.034271
vwretd    0.827607
dtype: float64, 83950: const    -0.005926
vwretd    1.961871
dtype: float64, 83951: const     0.008493
vwretd    0.826763
dtype: float64, 83952: const     0.091503
vwretd    2.534355
dtype: float64, 83953: const     0.003909
vwretd    1.790080
dtype: float64, 83954: const     0.012785
vwretd    0.266351
dtype: float64, 83955: const     0.018711
vwretd   -1.793221
dtype: float64, 83956: const     0.009900
vwretd    0.700123
dtype: float64, 83957: const     0.004084
vwretd    1.096027
dtype: float64, 83958: const     0.023760
vwretd    1.659043
dtype: float64, 83959: const    -0.028841
vwretd    2.480197
dtype: float64, 83960: const    -0.074527
vwretd    1.648434
dtype: float64, 83961: const     0.005051
vwretd    1.485317
dtype: float64, 83962: const     0.009583
vwretd    1.015911
dtype: float64, 83963: const     0.055225
vwretd    3.758944
dtype: float64, 83964: const     0.012329
vwretd    0.006993
dtype: float64, 83965: const    -0.002814
vwretd    1.077785
dtype: float64, 83966: const    -0.042469
vwretd    2.078662
dtype: float64, 83967: const     0.011397
vwretd    1.555560
dtype: float64, 83968: const    -0.005861
vwretd    0.462966
dtype: float64, 83969: const     0.008648
vwretd    0.766976
dtype: float64, 83970: const    -0.004628
vwretd   -1.718339
dtype: float64, 83971: const     0.002901
vwretd    1.096423
dtype: float64, 83974: const     0.008161
vwretd    1.084878
dtype: float64, 83975: const    -0.190304
vwretd    1.572859
dtype: float64, 83976: const     0.005198
vwretd    1.450438
dtype: float64, 83977: const     0.054968
vwretd    0.844172
dtype: float64, 83978: const    -0.002210
vwretd    0.484322
dtype: float64, 83979: const    -0.038845
vwretd    0.574006
dtype: float64, 83980: const     0.006843
vwretd    0.623752
dtype: float64, 83981: const     0.002746
vwretd    1.984062
dtype: float64, 83982: const    -0.000158
vwretd    0.763779
dtype: float64, 83983: const    -0.018877
vwretd    0.531422
dtype: float64, 83985: const    -0.008551
vwretd    0.272643
dtype: float64, 83986: const     0.081233
vwretd    2.422071
dtype: float64, 83987: const    -0.000748
vwretd    0.768031
dtype: float64, 83988: const     0.034191
vwretd    0.376036
dtype: float64, 83989: const     0.004258
vwretd    1.685374
dtype: float64, 83990: const    -0.019241
vwretd    1.034843
dtype: float64, 83991: const     0.012829
vwretd    0.691756
dtype: float64, 83992: const    -0.006945
vwretd    2.067275
dtype: float64, 83993: const     0.011954
vwretd    0.555472
dtype: float64, 83994: const     0.038538
vwretd    0.991235
dtype: float64, 83995: const     0.00741
vwretd    1.01459
dtype: float64, 83996: const    -0.000618
vwretd    1.688987
dtype: float64, 83998: const    -0.008016
vwretd    1.800688
dtype: float64, 83999: const    -0.002185
vwretd    0.311560
dtype: float64, 84000: const     0.036855
vwretd    0.157760
dtype: float64, 84001: const     0.008647
vwretd    1.293090
dtype: float64, 84002: const     0.002530
vwretd    0.478329
dtype: float64, 84003: const     0.010845
vwretd    0.790156
dtype: float64, 84004: const     0.003121
vwretd   -1.923507
dtype: float64, 84005: const    -0.005474
vwretd    2.345041
dtype: float64, 84007: const     0.000778
vwretd    1.194223
dtype: float64, 84008: const    -0.005316
vwretd    2.106741
dtype: float64, 84009: const     0.038926
vwretd    2.187644
dtype: float64, 84010: const     0.019157
vwretd    0.726918
dtype: float64, 84011: const    -0.276599
vwretd    3.000194
dtype: float64, 84012: const     0.056013
vwretd    0.829833
dtype: float64, 84013: const     0.013884
vwretd    0.964838
dtype: float64, 84014: const    -0.025638
vwretd   -0.083343
dtype: float64, 84015: const     0.010883
vwretd    0.250965
dtype: float64, 84016: const     0.002314
vwretd    0.200696
dtype: float64, 84017: const     0.013280
vwretd    0.259754
dtype: float64, 84018: const    -0.023511
vwretd    1.648558
dtype: float64, 84019: const     0.001541
vwretd    0.335131
dtype: float64, 84020: const     0.003132
vwretd    0.774984
dtype: float64, 84021: const     0.005800
vwretd    1.547719
dtype: float64, 84022: const    -0.036381
vwretd    0.769494
dtype: float64, 84023: const     0.013157
vwretd    0.945196
dtype: float64, 84024: const     0.028509
vwretd    0.370738
dtype: float64, 84025: const     0.045555
vwretd    0.407712
dtype: float64, 84026: const     0.00103
vwretd    0.76284
dtype: float64, 84027: const     0.015006
vwretd    1.734669
dtype: float64, 84028: const     0.021094
vwretd    1.043702
dtype: float64, 84029: const    -0.028658
vwretd    0.350089
dtype: float64, 84030: const     0.016013
vwretd    1.455173
dtype: float64, 84031: const    -0.008064
vwretd    1.506991
dtype: float64, 84032: const     0.001233
vwretd    1.624610
dtype: float64, 84033: const     0.011404
vwretd    0.161572
dtype: float64, 84034: const     0.052605
vwretd    1.028389
dtype: float64, 84036: const    -0.001788
vwretd    1.522199
dtype: float64, 84037: const    -0.009943
vwretd    1.092592
dtype: float64, 84038: const     0.006702
vwretd    0.107973
dtype: float64, 84039: const    -0.012811
vwretd    0.934587
dtype: float64, 84040: const    -0.033612
vwretd    1.505654
dtype: float64, 84041: const    -0.001286
vwretd    1.463143
dtype: float64, 84042: const     0.007746
vwretd    1.498811
dtype: float64, 84043: const    -0.046140
vwretd    1.258807
dtype: float64, 84044: const     0.016017
vwretd    2.075199
dtype: float64, 84045: const    -0.054645
vwretd    1.975194
dtype: float64, 84046: const     0.055428
vwretd    0.297418
dtype: float64, 84047: const     0.005090
vwretd    2.717868
dtype: float64, 84048: const    -0.006120
vwretd    1.088914
dtype: float64, 84049: const    -0.051358
vwretd    0.287520
dtype: float64, 84050: const    -0.092770
vwretd    1.109427
dtype: float64, 84051: const     0.013163
vwretd    1.766153
dtype: float64, 84052: const     0.013465
vwretd    1.901124
dtype: float64, 84053: const    -0.085227
vwretd   -1.372948
dtype: float64, 84054: const     0.374238
vwretd   -1.619505
dtype: float64, 84055: const    -0.027364
vwretd    1.420858
dtype: float64, 84056: const    -0.002987
vwretd    1.504669
dtype: float64, 84057: const     0.017241
vwretd    1.514501
dtype: float64, 84058: const     0.000054
vwretd    0.301900
dtype: float64, 84059: const     0.127435
vwretd   -4.413906
dtype: float64, 84060: const     0.019128
vwretd    1.585516
dtype: float64, 84061: const     0.078294
vwretd   -1.688980
dtype: float64, 84062: const     0.012158
vwretd    0.957594
dtype: float64, 84063: const     0.007668
vwretd   -0.014876
dtype: float64, 84064: const     0.007962
vwretd    1.377300
dtype: float64, 84065: const    -0.116428
vwretd    0.398011
dtype: float64, 84066: const    -0.008866
vwretd    0.397123
dtype: float64, 84067: const     0.002765
vwretd    0.996990
dtype: float64, 84068: const     0.047498
vwretd   -0.457733
dtype: float64, 84069: const     0.003647
vwretd    0.444267
dtype: float64, 84070: const     0.118951
vwretd   -1.748133
dtype: float64, 84072: const     0.010909
vwretd    0.325538
dtype: float64, 84073: const     0.010962
vwretd    0.721652
dtype: float64, 84074: const    -0.053571
vwretd    1.775230
dtype: float64, 84075: const     0.021553
vwretd    0.571739
dtype: float64, 84076: const     0.020556
vwretd    0.711394
dtype: float64, 84077: const    -0.060865
vwretd    0.565991
dtype: float64, 84078: const     0.067310
vwretd    1.119159
dtype: float64, 84079: const    -0.006289
vwretd    0.526953
dtype: float64, 84080: const     0.088898
vwretd    0.371961
dtype: float64, 84081: const     0.008456
vwretd    0.336966
dtype: float64, 84083: const     0.010024
vwretd    0.474566
dtype: float64, 84084: const     0.009484
vwretd    1.272039
dtype: float64, 84085: const     0.015821
vwretd    2.439706
dtype: float64, 84086: const    -0.132070
vwretd    1.190076
dtype: float64, 84087: const     0.005221
vwretd    1.287514
dtype: float64, 84088: const    -0.025246
vwretd    0.235596
dtype: float64, 84090: const     0.153356
vwretd   -4.220588
dtype: float64, 84091: const     0.080966
vwretd   -0.237751
dtype: float64, 84092: const    -0.000055
vwretd    2.167238
dtype: float64, 84093: const    -0.022214
vwretd    1.612243
dtype: float64, 84094: const    -0.064489
vwretd    1.218231
dtype: float64, 84095: const    -0.112858
vwretd    0.903593
dtype: float64, 84096: const    -0.052210
vwretd    1.420974
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vwretd    0.314389
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vwretd    1.339875
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vwretd    0.101461
dtype: float64, 84100: const    -0.038868
vwretd    1.944800
dtype: float64, 84101: const    -0.025823
vwretd    1.854028
dtype: float64, 84102: const     0.002553
vwretd    0.767830
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vwretd    0.778414
dtype: float64, 84104: const     0.016563
vwretd    0.321879
dtype: float64, 84105: const    -0.045619
vwretd    1.954592
dtype: float64, 84106: const     0.020452
vwretd    0.781431
dtype: float64, 84107: const     0.014564
vwretd    2.676756
dtype: float64, 84108: const    -0.013056
vwretd    1.031907
dtype: float64, 84109: const    -0.150190
vwretd    0.125156
dtype: float64, 84110: const     0.017769
vwretd    0.735179
dtype: float64, 84111: const     0.013968
vwretd    1.273328
dtype: float64, 84112: const     0.001346
vwretd    2.025305
dtype: float64, 84113: const     0.013068
vwretd    1.183890
dtype: float64, 84114: const     0.000940
vwretd    1.663082
dtype: float64, 84115: const     0.087701
vwretd    1.684307
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vwretd    0.538839
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vwretd    2.324247
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vwretd    0.136041
dtype: float64, 84119: const     0.019578
vwretd   -0.582295
dtype: float64, 84120: const     0.006871
vwretd    0.824013
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vwretd    0.532501
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vwretd    0.104734
dtype: float64, 84123: const    -0.126744
vwretd    1.326966
dtype: float64, 84124: const    -0.051419
vwretd    2.161422
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vwretd    1.843783
dtype: float64, 84126: const    -0.064793
vwretd    1.614219
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vwretd    0.483525
dtype: float64, 84128: const     0.031241
vwretd    0.094594
dtype: float64, 84129: const     0.003623
vwretd    0.951525
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vwretd    1.151349
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vwretd    0.162354
dtype: float64, 84132: const    -0.128572
vwretd    2.548188
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vwretd    0.652362
dtype: float64, 84134: const     0.037992
vwretd    0.457179
dtype: float64, 84135: const    -0.025699
vwretd    4.497770
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vwretd    1.206881
dtype: float64, 84137: const    -0.046853
vwretd    1.312000
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vwretd    1.532129
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vwretd   -0.501459
dtype: float64, 84140: const    -0.008086
vwretd    0.605525
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vwretd    1.645383
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vwretd    0.529909
dtype: float64, 84143: const    -0.019189
vwretd    0.542807
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vwretd    2.466292
dtype: float64, 84145: const     0.011903
vwretd    0.828936
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vwretd    1.425881
dtype: float64, 84147: const    -0.034834
vwretd    3.130810
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vwretd    4.233783
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vwretd    2.210428
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vwretd   -0.516647
dtype: float64, 84151: const     0.047746
vwretd    0.966056
dtype: float64, 84153: const    -0.000159
vwretd    1.070220
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vwretd    0.61683
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vwretd    1.110304
dtype: float64, 84157: const     0.024333
vwretd    1.663053
dtype: float64, 84158: const     0.020881
vwretd    0.543477
dtype: float64, 84159: const     0.012400
vwretd    1.874051
dtype: float64, 84160: const    -0.000908
vwretd    0.017288
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vwretd    1.704433
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vwretd   -0.130493
dtype: float64, 84163: const     0.002930
vwretd    1.293631
dtype: float64, 84164: const    -0.046004
vwretd    1.094115
dtype: float64, 84165: const    -0.001250
vwretd    1.071483
dtype: float64, 84167: const     0.007188
vwretd    1.182481
dtype: float64, 84168: const     0.001721
vwretd    0.959555
dtype: float64, 84169: const     0.006651
vwretd    1.441019
dtype: float64, 84170: const     0.092359
vwretd   -1.434070
dtype: float64, 84172: const     0.005100
vwretd    0.935407
dtype: float64, 84173: const     0.023134
vwretd    2.590876
dtype: float64, 84174: const    -0.011859
vwretd    0.741923
dtype: float64, 84176: const     0.001257
vwretd    1.497995
dtype: float64, 84177: const     0.009538
vwretd    1.242673
dtype: float64, 84178: const     0.007310
vwretd    1.308423
dtype: float64, 84179: const    -0.001221
vwretd    1.698946
dtype: float64, 84180: const    -0.018735
vwretd    2.090060
dtype: float64, 84181: const     0.00859
vwretd    0.89157
dtype: float64, 84182: const    -0.033505
vwretd    1.862463
dtype: float64, 84183: const    -0.053419
vwretd    4.336446
dtype: float64, 84184: const    -0.001303
vwretd    1.207529
dtype: float64, 84185: const     0.013707
vwretd    0.558293
dtype: float64, 84186: const     0.007134
vwretd    1.543655
dtype: float64, 84187: const    -0.009061
vwretd    0.861043
dtype: float64, 84188: const    -0.063700
vwretd    2.831361
dtype: float64, 84189: const     0.055276
vwretd    0.889926
dtype: float64, 84190: const     0.010626
vwretd    0.114693
dtype: float64, 84191: const    -0.016662
vwretd    4.297531
dtype: float64, 84192: const     0.048090
vwretd    1.699987
dtype: float64, 84193: const     0.001255
vwretd    0.380211
dtype: float64, 84194: const     0.015973
vwretd    0.960384
dtype: float64, 84195: const     0.022570
vwretd   -0.404956
dtype: float64, 84196: const     0.027513
vwretd    1.819298
dtype: float64, 84197: const    -0.045498
vwretd    0.544511
dtype: float64, 84198: const     0.002090
vwretd    0.096534
dtype: float64, 84199: const     0.002426
vwretd    0.180603
dtype: float64, 84200: const    -0.042999
vwretd    1.694205
dtype: float64, 84201: const     0.041257
vwretd   -2.577441
dtype: float64, 84202: const    -0.018798
vwretd    0.750931
dtype: float64, 84203: const     0.005070
vwretd    1.281693
dtype: float64, 84204: const     0.001036
vwretd    0.088785
dtype: float64, 84205: const    -0.00544
vwretd    0.03648
dtype: float64, 84206: const    -0.012596
vwretd    1.339533
dtype: float64, 84207: const     0.008689
vwretd    0.725781
dtype: float64, 84208: const    -0.042409
vwretd    1.323038
dtype: float64, 84209: const     0.00555
vwretd    0.38947
dtype: float64, 84210: const     0.001993
vwretd    1.053670
dtype: float64, 84211: const     0.031061
vwretd    0.544310
dtype: float64, 84212: const    -0.005381
vwretd    0.412651
dtype: float64, 84213: const     0.069771
vwretd    1.952624
dtype: float64, 84214: const     0.012005
vwretd    0.515002
dtype: float64, 84215: const     0.005401
vwretd    0.578783
dtype: float64, 84216: const    -0.023470
vwretd    1.129808
dtype: float64, 84217: const     0.010717
vwretd    1.798123
dtype: float64, 84218: const    -0.019420
vwretd    1.771478
dtype: float64, 84219: const     0.008581
vwretd    1.981877
dtype: float64, 84220: const     0.068510
vwretd    2.654042
dtype: float64, 84221: const    -0.049953
vwretd    0.114681
dtype: float64, 84222: const     0.00148
vwretd    1.96945
dtype: float64, 84223: const     0.024999
vwretd    2.195611
dtype: float64, 84224: const     0.028297
vwretd    3.419030
dtype: float64, 84225: const    -0.003656
vwretd    0.150217
dtype: float64, 84226: const     0.001022
vwretd    0.734859
dtype: float64, 84227: const    -0.060575
vwretd    0.195116
dtype: float64, 84229: const     0.012908
vwretd    1.267452
dtype: float64, 84230: const    -0.006868
vwretd    0.667995
dtype: float64, 84231: const    -0.017899
vwretd    1.923982
dtype: float64, 84232: const    -0.002083
vwretd    1.721872
dtype: float64, 84233: const    -0.006139
vwretd    1.254560
dtype: float64, 84234: const     0.005678
vwretd    1.175144
dtype: float64, 84235: const     0.025493
vwretd   -0.554643
dtype: float64, 84237: const     0.040537
vwretd    0.622804
dtype: float64, 84238: const     0.006819
vwretd    1.163651
dtype: float64, 84239: const     0.004713
vwretd    0.386737
dtype: float64, 84240: const     0.011469
vwretd    0.929195
dtype: float64, 84241: const    -0.005453
vwretd    2.045379
dtype: float64, 84242: const     0.102112
vwretd   -0.668954
dtype: float64, 84243: const     0.025527
vwretd    0.174720
dtype: float64, 84244: const    -0.035755
vwretd    3.517600
dtype: float64, 84245: const     0.021626
vwretd    0.269140
dtype: float64, 84246: const    -0.010249
vwretd   -0.841857
dtype: float64, 84247: const     0.000383
vwretd    2.723767
dtype: float64, 84248: const     0.091981
vwretd   -1.455549
dtype: float64, 84249: const     0.008596
vwretd    0.252593
dtype: float64, 84250: const     0.000600
vwretd    0.700714
dtype: float64, 84251: const    -0.072652
vwretd   -0.615080
dtype: float64, 84252: const    -0.069543
vwretd    0.964795
dtype: float64, 84253: const    -0.001893
vwretd    1.617032
dtype: float64, 84254: const     0.026923
vwretd    2.641964
dtype: float64, 84255: const    -0.003668
vwretd    1.405930
dtype: float64, 84256: const     0.022377
vwretd    0.683020
dtype: float64, 84257: const    -0.020060
vwretd    0.509836
dtype: float64, 84258: const    -0.038012
vwretd    0.301817
dtype: float64, 84259: const     0.021323
vwretd    0.225236
dtype: float64, 84260: const    -0.004788
vwretd    1.376542
dtype: float64, 84261: const     0.067726
vwretd   -0.565786
dtype: float64, 84262: const     0.008411
vwretd    1.377356
dtype: float64, 84263: const     0.006903
vwretd    1.153001
dtype: float64, 84264: const    -0.020141
vwretd    0.543644
dtype: float64, 84265: const     0.017039
vwretd    1.489546
dtype: float64, 84266: const     0.013313
vwretd    1.973162
dtype: float64, 84267: const     0.047030
vwretd    3.292274
dtype: float64, 84268: const     0.002744
vwretd    1.218628
dtype: float64, 84269: const     0.027793
vwretd    1.429485
dtype: float64, 84270: const    -0.114785
vwretd   -2.717031
dtype: float64, 84271: const    -0.046914
vwretd    1.749945
dtype: float64, 84272: const    -0.099615
vwretd    0.432192
dtype: float64, 84273: const    -0.072499
vwretd    1.202804
dtype: float64, 84274: const    -0.031496
vwretd    1.806163
dtype: float64, 84275: const     0.007411
vwretd    1.016068
dtype: float64, 84276: const    -0.000714
vwretd    0.315630
dtype: float64, 84277: const    -0.026449
vwretd    2.064729
dtype: float64, 84279: const     0.006532
vwretd    1.074346
dtype: float64, 84280: const     0.022454
vwretd    0.974050
dtype: float64, 84281: const     0.029881
vwretd    1.534380
dtype: float64, 84282: const    -0.065283
vwretd    1.910834
dtype: float64, 84283: const     0.009245
vwretd    1.199470
dtype: float64, 84285: const     0.007779
vwretd   -0.046796
dtype: float64, 84286: const    -0.099955
vwretd    4.458624
dtype: float64, 84287: const    -0.028291
vwretd    0.736241
dtype: float64, 84288: const    -0.086568
vwretd    1.372038
dtype: float64, 84289: const     0.090333
vwretd   -2.152088
dtype: float64, 84290: const     0.017924
vwretd   -0.148527
dtype: float64, 84291: const     0.011142
vwretd    1.101265
dtype: float64, 84292: const     0.018896
vwretd    1.047676
dtype: float64, 84293: const     0.006532
vwretd    0.316013
dtype: float64, 84294: const     0.008223
vwretd    1.027076
dtype: float64, 84295: const     0.014544
vwretd    0.053690
dtype: float64, 84296: const     0.052562
vwretd    1.435831
dtype: float64, 84297: const     0.009484
vwretd    2.771089
dtype: float64, 84298: const    -0.009247
vwretd    0.028344
dtype: float64, 84299: const    -0.031700
vwretd    0.124608
dtype: float64, 84300: const     0.004322
vwretd    1.422093
dtype: float64, 84301: const    -0.048851
vwretd    1.926909
dtype: float64, 84302: const    -0.009256
vwretd    2.063813
dtype: float64, 84303: const     0.032304
vwretd   -0.989212
dtype: float64, 84304: const    -0.160308
vwretd    0.837667
dtype: float64, 84305: const    -0.027511
vwretd    0.382119
dtype: float64, 84306: const     0.006509
vwretd    1.299580
dtype: float64, 84307: const     0.001470
vwretd    1.944134
dtype: float64, 84308: const    -0.040170
vwretd    0.368263
dtype: float64, 84309: const    -0.008348
vwretd    0.658685
dtype: float64, 84310: const     0.007864
vwretd    4.385110
dtype: float64, 84311: const     0.002859
vwretd    0.904034
dtype: float64, 84312: const    -0.011456
vwretd    2.913726
dtype: float64, 84313: const     0.006053
vwretd    0.098291
dtype: float64, 84314: const     0.010005
vwretd    0.709278
dtype: float64, 84315: const     0.000505
vwretd    0.446647
dtype: float64, 84316: const    -0.075772
vwretd    2.424083
dtype: float64, 84317: const    -0.002758
vwretd    2.094828
dtype: float64, 84318: const    -0.049684
vwretd    1.308726
dtype: float64, 84319: const     0.009797
vwretd    1.466515
dtype: float64, 84320: const     0.011001
vwretd    1.909895
dtype: float64, 84321: const    -0.025908
vwretd    0.661591
dtype: float64, 84322: const    -0.009114
vwretd    0.835120
dtype: float64, 84323: const     0.048291
vwretd    1.730636
dtype: float64, 84324: const    -0.039307
vwretd    1.375241
dtype: float64, 84325: const     0.007003
vwretd    0.625883
dtype: float64, 84326: const     0.000457
vwretd    1.795382
dtype: float64, 84327: const     0.020549
vwretd    3.909590
dtype: float64, 84328: const     0.015647
vwretd    0.740960
dtype: float64, 84329: const     0.054581
vwretd    4.510809
dtype: float64, 84330: const    -0.006086
vwretd    2.513938
dtype: float64, 84331: const     0.011767
vwretd    0.246933
dtype: float64, 84332: const     0.001905
vwretd    0.176133
dtype: float64, 84333: const     0.034261
vwretd    3.529267
dtype: float64, 84334: const     0.018544
vwretd    0.414002
dtype: float64, 84335: const    -0.059464
vwretd    1.633471
dtype: float64, 84337: const    -0.155287
vwretd    2.655035
dtype: float64, 84338: const    -0.002999
vwretd    1.505613
dtype: float64, 84339: const    -0.034545
vwretd    1.363710
dtype: float64, 84340: const     0.018419
vwretd    0.219690
dtype: float64, 84341: const    -0.029239
vwretd    1.079010
dtype: float64, 84342: const    -0.004039
vwretd    2.374410
dtype: float64, 84343: const     0.044504
vwretd    1.383300
dtype: float64, 84344: const     0.006196
vwretd    1.647305
dtype: float64, 84345: const    -0.003967
vwretd    2.134213
dtype: float64, 84346: const    -0.094993
vwretd   -0.465602
dtype: float64, 84347: const    -0.182940
vwretd    0.937425
dtype: float64, 84348: const     0.003954
vwretd    1.535931
dtype: float64, 84349: const    -0.045083
vwretd    1.489498
dtype: float64, 84351: const    -0.071783
vwretd    1.106972
dtype: float64, 84352: const    -0.018689
vwretd    0.546606
dtype: float64, 84356: const    -0.028379
vwretd    2.401627
dtype: float64, 84358: const    -0.008694
vwretd    1.730663
dtype: float64, 84360: const    -0.056017
vwretd    0.612834
dtype: float64, 84361: const    -0.015637
vwretd    1.535091
dtype: float64, 84362: const     0.014661
vwretd    0.362100
dtype: float64, 84363: const    -0.025156
vwretd    0.600332
dtype: float64, 84364: const     0.008854
vwretd    0.850069
dtype: float64, 84365: const     0.004348
vwretd    0.775805
dtype: float64, 84366: const     0.019470
vwretd   -0.142939
dtype: float64, 84368: const     0.024032
vwretd    1.246187
dtype: float64, 84369: const     0.003390
vwretd    1.140981
dtype: float64, 84371: const    -0.009027
vwretd    1.052351
dtype: float64, 84372: const    -0.000796
vwretd    1.532112
dtype: float64, 84373: const     0.012212
vwretd    0.575854
dtype: float64, 84374: const    -0.029064
vwretd    0.715636
dtype: float64, 84375: const     0.003237
vwretd    1.981851
dtype: float64, 84376: const     0.009621
vwretd   -0.067270
dtype: float64, 84377: const    -0.019759
vwretd    1.031423
dtype: float64, 84381: const     0.006392
vwretd    1.266520
dtype: float64, 84382: const     0.004288
vwretd    0.361172
dtype: float64, 84383: const     0.027259
vwretd    0.256764
dtype: float64, 84384: const     0.045219
vwretd    7.132766
dtype: float64, 84385: const     0.014602
vwretd    1.395458
dtype: float64, 84386: const     0.002480
vwretd    0.780694
dtype: float64, 84387: const     0.009387
vwretd    1.566245
dtype: float64, 84388: const     0.009620
vwretd    0.911033
dtype: float64, 84389: const     0.004984
vwretd    0.624320
dtype: float64, 84390: const     0.014987
vwretd    0.502665
dtype: float64, 84391: const     0.038263
vwretd    0.610760
dtype: float64, 84392: const     0.001955
vwretd    0.864863
dtype: float64, 84393: const     0.003731
vwretd    0.627146
dtype: float64, 84394: const    -0.009720
vwretd    0.433578
dtype: float64, 84395: const     0.007578
vwretd    0.793207
dtype: float64, 84396: const     0.030934
vwretd    0.133007
dtype: float64, 84397: const     0.005437
vwretd    0.726869
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vwretd    0.949332
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vwretd    0.476911
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vwretd    0.619178
dtype: float64, 84402: const     0.007642
vwretd    0.352416
dtype: float64, 84403: const     0.007016
vwretd    1.316096
dtype: float64, 84404: const     0.013812
vwretd    0.274814
dtype: float64, 84405: const     0.005444
vwretd    2.160255
dtype: float64, 84406: const     0.009588
vwretd    0.370640
dtype: float64, 84407: const     0.001989
vwretd    1.010534
dtype: float64, 84408: const     0.022164
vwretd   -0.106213
dtype: float64, 84409: const     0.013293
vwretd    0.662955
dtype: float64, 84411: const     0.018137
vwretd    1.948680
dtype: float64, 84412: const    -0.010521
vwretd    1.731135
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vwretd    1.593058
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vwretd    2.554984
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vwretd    1.444571
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vwretd    1.413529
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vwretd    0.155655
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vwretd    2.427582
dtype: float64, 84419: const     0.025994
vwretd    0.585218
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vwretd    2.391548
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vwretd   -2.893293
dtype: float64, 84422: const    -0.063372
vwretd    1.322559
dtype: float64, 84423: const     0.145757
vwretd   -1.103985
dtype: float64, 84424: const    -0.004986
vwretd    1.219536
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vwretd    0.682321
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vwretd    1.277049
dtype: float64, 84428: const     0.001885
vwretd    0.736990
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vwretd    2.466906
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vwretd    2.028038
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vwretd    1.680142
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vwretd    1.931997
dtype: float64, 84433: const    -0.011154
vwretd    0.845255
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vwretd    0.428737
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vwretd    0.704889
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vwretd    2.194096
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vwretd    1.640587
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vwretd    1.198788
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vwretd    0.552033
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vwretd    1.853295
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vwretd   -0.078798
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vwretd    0.059539
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vwretd    1.904525
dtype: float64, 84452: const    -0.064055
vwretd    1.045170
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vwretd    0.966199
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vwretd    1.400559
dtype: float64, 84495: const    -0.216735
vwretd    5.555698
dtype: float64, 84508: const    -0.013757
vwretd    0.600037
dtype: float64, 84509: const    -0.003491
vwretd    0.918436
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vwretd    1.866042
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vwretd    1.619596
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vwretd    1.935642
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vwretd    0.396293
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vwretd    1.437304
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vwretd    0.533591
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vwretd    0.550848
dtype: float64, 84519: const     0.000089
vwretd    1.932383
dtype: float64, 84520: const    -0.001546
vwretd    0.621373
dtype: float64, 84521: const    -0.077743
vwretd    2.077547
dtype: float64, 84522: const     0.025318
vwretd   -0.022836
dtype: float64, 84523: const    -0.078831
vwretd    2.262731
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vwretd   -0.332841
dtype: float64, 84525: const     0.028236
vwretd    4.658373
dtype: float64, 84526: const    -0.005206
vwretd    0.738968
dtype: float64, 84527: const     0.002671
vwretd    2.982918
dtype: float64, 84528: const    -0.17117
vwretd    1.96282
dtype: float64, 84529: const     0.021368
vwretd    0.727960
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vwretd    1.261403
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vwretd    0.411047
dtype: float64, 84532: const     0.146746
vwretd    3.778133
dtype: float64, 84533: const     0.133206
vwretd    2.580404
dtype: float64, 84534: const    -0.004525
vwretd   -0.116882
dtype: float64, 84535: const     0.001878
vwretd    2.287771
dtype: float64, 84536: const     0.002634
vwretd    0.352492
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vwretd    1.745520
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vwretd    0.787764
dtype: float64, 84539: const     0.133696
vwretd   -1.509257
dtype: float64, 84540: const    -0.001296
vwretd    1.796886
dtype: float64, 84542: const     0.021101
vwretd    2.180735
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vwretd    2.156057
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vwretd    2.970370
dtype: float64, 84545: const    -0.003898
vwretd    0.853250
dtype: float64, 84546: const     0.000332
vwretd    0.425699
dtype: float64, 84547: const    -0.015148
vwretd    2.436889
dtype: float64, 84548: const    -0.021478
vwretd    0.839114
dtype: float64, 84549: const     0.015769
vwretd    0.727351
dtype: float64, 84550: const    -0.011832
vwretd   -0.065329
dtype: float64, 84551: const     0.018103
vwretd    2.115998
dtype: float64, 84552: const     0.024190
vwretd    2.500447
dtype: float64, 84553: const    -0.017989
vwretd    2.195626
dtype: float64, 84554: const    -0.006503
vwretd   -0.069441
dtype: float64, 84555: const    -0.002217
vwretd    1.204937
dtype: float64, 84556: const    -0.019861
vwretd    0.746405
dtype: float64, 84559: const     0.023342
vwretd    1.245846
dtype: float64, 84560: const     0.041595
vwretd    3.025308
dtype: float64, 84561: const     0.014163
vwretd    1.721571
dtype: float64, 84562: const    -0.001657
vwretd    1.007517
dtype: float64, 84563: const     0.008798
vwretd    0.524095
dtype: float64, 84564: const    -0.043523
vwretd    0.732041
dtype: float64, 84565: const     0.010985
vwretd    2.155704
dtype: float64, 84566: const    -0.000197
vwretd    1.120055
dtype: float64, 84567: const     0.027872
vwretd    1.028805
dtype: float64, 84568: const    -0.011658
vwretd    0.797419
dtype: float64, 84569: const     0.008630
vwretd    0.888465
dtype: float64, 84570: const     0.004610
vwretd    2.283346
dtype: float64, 84571: const     0.017316
vwretd    1.907950
dtype: float64, 84572: const    -0.025677
vwretd    1.091662
dtype: float64, 84573: const    -0.042182
vwretd    1.682209
dtype: float64, 84576: const    -0.000961
vwretd    1.225091
dtype: float64, 84577: const     0.025420
vwretd    1.543359
dtype: float64, 84578: const    -0.003829
vwretd    0.390906
dtype: float64, 84579: const     0.018445
vwretd    0.850878
dtype: float64, 84580: const    -0.008237
vwretd    1.041068
dtype: float64, 84581: const    -0.015691
vwretd    0.664645
dtype: float64, 84583: const     0.183222
vwretd   -3.182733
dtype: float64, 84584: const     0.011263
vwretd    0.218599
dtype: float64, 84585: const     0.034523
vwretd   -1.261741
dtype: float64, 84586: const    -0.008592
vwretd    0.155092
dtype: float64, 84587: const    -0.023276
vwretd    2.375584
dtype: float64, 84588: const     0.005455
vwretd    1.024242
dtype: float64, 84589: const     0.002289
vwretd   -0.263167
dtype: float64, 84590: const    -0.042813
vwretd    1.075790
dtype: float64, 84592: const     0.003622
vwretd    1.351450
dtype: float64, 84595: const    -0.006603
vwretd    0.942303
dtype: float64, 84596: const    -0.005144
vwretd    1.842718
dtype: float64, 84597: const     0.012495
vwretd    1.876462
dtype: float64, 84598: const     0.054110
vwretd    1.729429
dtype: float64, 84599: const     0.013945
vwretd    2.430301
dtype: float64, 84600: const    -0.038304
vwretd    1.156324
dtype: float64, 84601: const     0.015466
vwretd    1.179371
dtype: float64, 84603: const    -0.000552
vwretd    1.010091
dtype: float64, 84604: const     0.000068
vwretd    2.798977
dtype: float64, 84605: const     0.009110
vwretd    2.173285
dtype: float64, 84606: const     0.007413
vwretd    1.519793
dtype: float64, 84607: const    -0.001557
vwretd    2.485435
dtype: float64, 84608: const     0.014205
vwretd    0.380565
dtype: float64, 84609: const    -0.002198
vwretd    0.851442
dtype: float64, 84610: const    -0.067380
vwretd   -0.073622
dtype: float64, 84611: const    -0.026187
vwretd    2.894925
dtype: float64, 84612: const    -0.039560
vwretd    1.589366
dtype: float64, 84613: const    -0.001011
vwretd   -0.161567
dtype: float64, 84614: const    -0.057615
vwretd    1.521445
dtype: float64, 84615: const    -0.181548
vwretd    1.434814
dtype: float64, 84616: const     0.011722
vwretd    0.665811
dtype: float64, 84617: const    -0.038503
vwretd    1.179316
dtype: float64, 84618: const    -0.012124
vwretd    1.791918
dtype: float64, 84619: const    -0.062386
vwretd    0.263279
dtype: float64, 84620: const     0.021248
vwretd    1.027774
dtype: float64, 84621: const     0.003089
vwretd    1.316257
dtype: float64, 84622: const     0.121498
vwretd    3.336051
dtype: float64, 84623: const     0.007835
vwretd    0.006903
dtype: float64, 84624: const     0.006043
vwretd    1.575861
dtype: float64, 84625: const    -0.030921
vwretd    2.115157
dtype: float64, 84626: const     0.033251
vwretd    0.856077
dtype: float64, 84627: const    -0.008578
vwretd    0.307043
dtype: float64, 84628: const    -0.071525
vwretd    2.450409
dtype: float64, 84629: const     0.011788
vwretd    0.553140
dtype: float64, 84630: const    -0.098500
vwretd    0.477829
dtype: float64, 84631: const    -0.018718
vwretd    1.756483
dtype: float64, 84632: const    -0.026226
vwretd    1.684971
dtype: float64, 84633: const    -0.013025
vwretd   -3.751275
dtype: float64, 84634: const     0.067381
vwretd    2.546445
dtype: float64, 84635: const     0.085111
vwretd    1.529534
dtype: float64, 84636: const     0.005199
vwretd    0.825769
dtype: float64, 84637: const    -0.053207
vwretd    1.566932
dtype: float64, 84638: const    -0.037072
vwretd    1.384676
dtype: float64, 84639: const     0.010089
vwretd    1.082759
dtype: float64, 84640: const     0.005027
vwretd    0.975298
dtype: float64, 84641: const    -0.049936
vwretd   -1.122987
dtype: float64, 84642: const     0.016941
vwretd   -0.612424
dtype: float64, 84644: const     0.007415
vwretd    0.849717
dtype: float64, 84645: const    -0.148886
vwretd    1.356061
dtype: float64, 84646: const    -0.019740
vwretd    0.986746
dtype: float64, 84648: const     0.012857
vwretd    0.627229
dtype: float64, 84649: const    -0.012074
vwretd    0.542842
dtype: float64, 84650: const    -0.011729
vwretd    0.954504
dtype: float64, 84651: const     0.003838
vwretd    1.544244
dtype: float64, 84652: const    -0.011522
vwretd    2.821138
dtype: float64, 84653: const    -0.211950
vwretd   -3.977055
dtype: float64, 84654: const    -0.042230
vwretd    1.812218
dtype: float64, 84656: const     0.000283
vwretd    1.360251
dtype: float64, 84657: const     0.036786
vwretd    1.320484
dtype: float64, 84658: const     0.000072
vwretd    0.423749
dtype: float64, 84659: const     0.007161
vwretd    0.249056
dtype: float64, 84660: const     0.000446
vwretd    0.751197
dtype: float64, 84661: const     0.002697
vwretd    0.704909
dtype: float64, 84662: const    -0.038427
vwretd    2.113603
dtype: float64, 84663: const     0.002245
vwretd    0.668300
dtype: float64, 84664: const    -0.041603
vwretd    0.859122
dtype: float64, 84666: const    -0.005665
vwretd    1.242323
dtype: float64, 84668: const     0.017518
vwretd    0.295774
dtype: float64, 84669: const     0.007305
vwretd    0.505611
dtype: float64, 84671: const     0.016181
vwretd    0.180028
dtype: float64, 84672: const    -0.058228
vwretd    1.527509
dtype: float64, 84690: const    -0.083779
vwretd    1.754530
dtype: float64, 84718: const    -0.023519
vwretd    1.308268
dtype: float64, 84719: const    -0.067091
vwretd   -0.085984
dtype: float64, 84720: const     0.023325
vwretd    0.600298
dtype: float64, 84721: const     0.022065
vwretd    2.529310
dtype: float64, 84722: const    -0.005560
vwretd    1.246467
dtype: float64, 84723: const     0.025759
vwretd    1.269747
dtype: float64, 84724: const    -0.066579
vwretd    0.935759
dtype: float64, 84725: const     0.006369
vwretd    0.379015
dtype: float64, 84726: const    -0.113251
vwretd    0.424324
dtype: float64, 84727: const    -0.035791
vwretd    2.231275
dtype: float64, 84728: const     0.029310
vwretd   -0.114843
dtype: float64, 84729: const     0.002865
vwretd    1.197016
dtype: float64, 84730: const     0.013361
vwretd    1.246225
dtype: float64, 84731: const     0.010573
vwretd    3.528245
dtype: float64, 84732: const     0.068829
vwretd    2.459901
dtype: float64, 84733: const     0.006668
vwretd    0.016592
dtype: float64, 84734: const    -0.003024
vwretd    1.237941
dtype: float64, 84735: const    -0.011564
vwretd    0.459600
dtype: float64, 84736: const     0.013113
vwretd    0.746033
dtype: float64, 84737: const    -0.003232
vwretd    1.270383
dtype: float64, 84738: const     0.004573
vwretd    0.341949
dtype: float64, 84739: const    -0.075536
vwretd    0.689772
dtype: float64, 84740: const     0.009793
vwretd   -0.009005
dtype: float64, 84741: const    -0.002225
vwretd    1.764880
dtype: float64, 84742: const     0.029511
vwretd    1.103857
dtype: float64, 84743: const    -0.040680
vwretd    2.249909
dtype: float64, 84744: const     0.006416
vwretd    1.002343
dtype: float64, 84745: const    -0.056961
vwretd   -1.464497
dtype: float64, 84746: const    -0.001905
vwretd    1.408714
dtype: float64, 84747: const    -0.280092
vwretd    1.178921
dtype: float64, 84748: const    -0.010800
vwretd    1.521952
dtype: float64, 84749: const     0.007720
vwretd    0.537682
dtype: float64, 84750: const     0.062846
vwretd    3.431732
dtype: float64, 84751: const     0.004523
vwretd    1.070398
dtype: float64, 84752: const    -0.047858
vwretd    1.434304
dtype: float64, 84753: const    -0.058262
vwretd    3.078065
dtype: float64, 84754: const     0.015868
vwretd    0.020078
dtype: float64, 84755: const     0.015302
vwretd    3.680298
dtype: float64, 84756: const     0.005421
vwretd   -0.013817
dtype: float64, 84757: const    -0.054231
vwretd    1.003974
dtype: float64, 84758: const     0.031145
vwretd   -2.552325
dtype: float64, 84759: const     0.009256
vwretd   -0.138965
dtype: float64, 84761: const     0.011362
vwretd    1.149551
dtype: float64, 84762: const    -0.015820
vwretd    1.377872
dtype: float64, 84763: const     0.011009
vwretd    0.316931
dtype: float64, 84765: const    -0.023530
vwretd   -0.807089
dtype: float64, 84766: const     0.009353
vwretd    1.170172
dtype: float64, 84767: const     0.005799
vwretd    0.747245
dtype: float64, 84768: const     0.021447
vwretd    0.269487
dtype: float64, 84769: const     0.008716
vwretd    1.328638
dtype: float64, 84771: const    -0.084014
vwretd    0.735300
dtype: float64, 84772: const    -0.016772
vwretd    1.747180
dtype: float64, 84774: const    -0.006578
vwretd    1.405486
dtype: float64, 84775: const     0.021202
vwretd   -0.195368
dtype: float64, 84776: const     0.004241
vwretd    1.810348
dtype: float64, 84777: const     0.005181
vwretd    0.151723
dtype: float64, 84778: const     0.007969
vwretd    0.528279
dtype: float64, 84779: const    -0.024187
vwretd    0.829068
dtype: float64, 84780: const    -0.003789
vwretd    1.359221
dtype: float64, 84781: const     0.004361
vwretd    0.148957
dtype: float64, 84782: const    -0.024565
vwretd    1.130534
dtype: float64, 84784: const     0.011638
vwretd    0.056499
dtype: float64, 84785: const     0.017002
vwretd    0.799438
dtype: float64, 84786: const    -0.098544
vwretd    0.536283
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vwretd   -0.009569
dtype: float64, 84788: const     0.020067
vwretd    1.613614
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vwretd    1.148582
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vwretd    1.502632
dtype: float64, 84791: const    -0.154016
vwretd    1.263979
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vwretd    1.396113
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vwretd    0.242603
dtype: float64, 84794: const     0.013067
vwretd    1.774209
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vwretd    2.181767
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vwretd    1.877411
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vwretd    0.898389
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vwretd    2.77003
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vwretd    1.925688
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vwretd    0.605758
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vwretd    0.987232
dtype: float64, 84802: const     0.044015
vwretd    1.068156
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vwretd    0.383251
dtype: float64, 84804: const     0.019391
vwretd    5.424641
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vwretd    1.782234
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vwretd   -0.092491
dtype: float64, 84808: const    -0.010735
vwretd    1.349826
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vwretd    0.118093
dtype: float64, 84810: const    -0.046974
vwretd    3.501139
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vwretd    1.092255
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vwretd   -1.793444
dtype: float64, 84813: const     0.248872
vwretd    3.047882
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vwretd   -1.218219
dtype: float64, 84815: const     0.001889
vwretd    0.871533
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vwretd    1.236538
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vwretd    1.349391
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vwretd    2.133933
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vwretd    1.223313
dtype: float64, 84820: const    -0.000240
vwretd    1.125482
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vwretd    1.226377
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vwretd    0.916807
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vwretd    2.369447
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vwretd    0.335750
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vwretd    0.280806
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vwretd    0.379197
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vwretd    1.764854
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vwretd    0.910944
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vwretd    1.959629
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vwretd    0.279713
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vwretd    1.099192
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vwretd    1.660253
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vwretd    0.491740
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vwretd    1.002858
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vwretd    0.934009
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vwretd    0.232475
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vwretd   -0.811954
dtype: float64, 84839: const    -0.002155
vwretd    1.545319
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vwretd   -1.030523
dtype: float64, 84911: const     0.006481
vwretd    0.596712
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vwretd    0.609522
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vwretd    1.654956
dtype: float64, 84954: const    -0.027034
vwretd    2.673230
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vwretd    2.117411
dtype: float64, 84998: const    -0.016814
vwretd    0.439154
dtype: float64, 84999: const     0.013515
vwretd    1.519225
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vwretd    0.746661
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vwretd    1.328025
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vwretd    1.426737
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vwretd    2.352034
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vwretd    1.563806
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vwretd   -2.173313
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vwretd    1.622158
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vwretd    0.113536
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vwretd    1.304207
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vwretd    0.294510
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vwretd    1.456340
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vwretd    1.312171
dtype: float64, 85014: const    -0.102046
vwretd    2.107425
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vwretd    4.792540
dtype: float64, 85016: const    -0.014980
vwretd    1.279654
dtype: float64, 85017: const     0.019970
vwretd    1.185988
dtype: float64, 85018: const    -0.035809
vwretd    2.364302
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vwretd    1.353650
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vwretd    1.379403
dtype: float64, 85021: const     0.060220
vwretd    0.228171
dtype: float64, 85023: const     0.008455
vwretd    3.163243
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vwretd    0.088913
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vwretd    0.757600
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vwretd    2.974387
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vwretd    1.321230
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vwretd    1.10961
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vwretd    0.768302
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vwretd    0.425091
dtype: float64, 85031: const    -0.024424
vwretd    1.272995
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vwretd    1.717485
dtype: float64, 85033: const     0.011251
vwretd    1.600274
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vwretd    1.444889
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vwretd    2.273632
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vwretd    0.899027
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vwretd    0.538206
dtype: float64, 85038: const    -0.008865
vwretd    2.217762
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vwretd    1.248329
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vwretd    0.936955
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vwretd    1.475049
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vwretd    1.593816
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vwretd    2.651880
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vwretd    0.339159
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vwretd    1.459397
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vwretd    1.563146
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vwretd    0.263352
dtype: float64, 85048: const    -0.057677
vwretd    2.680379
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vwretd    0.104400
dtype: float64, 85050: const     0.002621
vwretd    1.360698
dtype: float64, 85051: const     0.008210
vwretd    0.715487
dtype: float64, 85055: const    -0.088951
vwretd    1.592347
dtype: float64, 85057: const     0.029427
vwretd    1.159751
dtype: float64, 85058: const     0.002725
vwretd    0.850568
dtype: float64, 85059: const     0.006847
vwretd    1.080895
dtype: float64, 85060: const    -0.039610
vwretd    0.589975
dtype: float64, 85061: const     0.005589
vwretd    1.099849
dtype: float64, 85062: const    -0.015077
vwretd    0.406244
dtype: float64, 85063: const    -0.089920
vwretd    1.527296
dtype: float64, 85064: const     0.005702
vwretd    0.476174
dtype: float64, 85065: const    -0.027777
vwretd    0.555103
dtype: float64, 85066: const     0.143048
vwretd   -0.768612
dtype: float64, 85067: const     0.007447
vwretd    0.775999
dtype: float64, 85068: const    -0.029787
vwretd    0.847812
dtype: float64, 85069: const    -0.018366
vwretd    0.481963
dtype: float64, 85071: const    -0.087439
vwretd    0.517548
dtype: float64, 85072: const     0.002131
vwretd    1.192268
dtype: float64, 85073: const     0.016773
vwretd    1.609324
dtype: float64, 85074: const     0.005034
vwretd    1.230081
dtype: float64, 85075: const    -0.023421
vwretd    1.570775
dtype: float64, 85076: const    -0.032297
vwretd   -0.458064
dtype: float64, 85077: const     0.003163
vwretd    1.498617
dtype: float64, 85078: const    -0.071754
vwretd    1.423142
dtype: float64, 85079: const     0.002805
vwretd    0.869841
dtype: float64, 85080: const     0.004695
vwretd    1.432452
dtype: float64, 85081: const    -0.003002
vwretd    1.825486
dtype: float64, 85082: const     0.007270
vwretd    0.735718
dtype: float64, 85084: const     0.016554
vwretd    0.399142
dtype: float64, 85085: const     0.012403
vwretd    1.029131
dtype: float64, 85092: const    -0.031985
vwretd    0.714575
dtype: float64, 85105: const    -0.107868
vwretd    4.208568
dtype: float64, 85113: const     0.004389
vwretd    1.274594
dtype: float64, 85121: const    -0.062135
vwretd    1.614980
dtype: float64, 85156: const     0.017936
vwretd    0.290851
dtype: float64, 85158: const     0.021284
vwretd    0.792350
dtype: float64, 85159: const     0.042714
vwretd    0.980570
dtype: float64, 85160: const    -0.054397
vwretd    3.076204
dtype: float64, 85161: const    -0.007725
vwretd    2.107148
dtype: float64, 85162: const     0.059637
vwretd    3.340785
dtype: float64, 85163: const    -0.075872
vwretd    1.133206
dtype: float64, 85164: const     0.015693
vwretd    0.615362
dtype: float64, 85165: const     0.027868
vwretd    1.016038
dtype: float64, 85166: const     0.015550
vwretd    0.997585
dtype: float64, 85167: const     0.025079
vwretd   -0.860470
dtype: float64, 85168: const     0.001586
vwretd    2.375026
dtype: float64, 85169: const     0.016654
vwretd    0.151139
dtype: float64, 85170: const     0.045274
vwretd    0.863243
dtype: float64, 85171: const     0.079834
vwretd    0.183378
dtype: float64, 85172: const    -0.001478
vwretd    1.339295
dtype: float64, 85173: const     0.012042
vwretd    1.183768
dtype: float64, 85174: const    -0.040731
vwretd    1.886427
dtype: float64, 85175: const     0.017326
vwretd    1.458597
dtype: float64, 85176: const     0.012575
vwretd    1.725067
dtype: float64, 85177: const     0.020259
vwretd    1.969736
dtype: float64, 85178: const     0.012138
vwretd    0.411933
dtype: float64, 85179: const     0.018630
vwretd    0.468625
dtype: float64, 85180: const    -0.038320
vwretd    1.873612
dtype: float64, 85181: const     0.016588
vwretd    0.080571
dtype: float64, 85182: const     0.003661
vwretd    2.095306
dtype: float64, 85183: const     0.008594
vwretd    0.887253
dtype: float64, 85184: const    -0.019292
vwretd    1.336852
dtype: float64, 85185: const     0.031005
vwretd   -9.306938
dtype: float64, 85186: const    -0.080805
vwretd    1.750582
dtype: float64, 85187: const     0.007003
vwretd    1.533343
dtype: float64, 85188: const    -0.007302
vwretd    0.508188
dtype: float64, 85189: const    -0.134692
vwretd    2.566808
dtype: float64, 85190: const    -0.019656
vwretd    1.367833
dtype: float64, 85191: const    -0.068831
vwretd    2.371900
dtype: float64, 85192: const     0.001318
vwretd    2.234949
dtype: float64, 85193: const    -0.003112
vwretd    0.526056
dtype: float64, 85194: const     0.005586
vwretd    0.197866
dtype: float64, 85195: const     0.139958
vwretd   -0.247245
dtype: float64, 85196: const    -0.005607
vwretd    2.075560
dtype: float64, 85197: const    -0.021672
vwretd    0.917389
dtype: float64, 85198: const     0.010942
vwretd    0.922147
dtype: float64, 85199: const    -0.024524
vwretd    1.267902
dtype: float64, 85200: const    -0.004070
vwretd    0.850343
dtype: float64, 85201: const     0.014220
vwretd    0.640379
dtype: float64, 85202: const     0.011825
vwretd    0.113057
dtype: float64, 85203: const    -0.165469
vwretd    0.040226
dtype: float64, 85204: const     0.017079
vwretd    1.978911
dtype: float64, 85205: const     0.013385
vwretd    0.641114
dtype: float64, 85206: const     0.002133
vwretd    1.306428
dtype: float64, 85207: const    -0.025466
vwretd    2.027135
dtype: float64, 85208: const    -0.011248
vwretd    1.151685
dtype: float64, 85209: const     0.002393
vwretd   -0.042914
dtype: float64, 85210: const    -0.001311
vwretd    1.182517
dtype: float64, 85211: const    -0.006431
vwretd    1.459074
dtype: float64, 85212: const    -0.005494
vwretd    1.138224
dtype: float64, 85213: const     0.00162
vwretd    0.54213
dtype: float64, 85214: const     0.025863
vwretd    0.374066
dtype: float64, 85215: const    -0.192401
vwretd    1.504966
dtype: float64, 85216: const    -0.001736
vwretd    0.930031
dtype: float64, 85217: const     0.023644
vwretd    1.259331
dtype: float64, 85218: const     0.075722
vwretd    2.981893
dtype: float64, 85219: const    -0.064633
vwretd    1.915665
dtype: float64, 85220: const    -0.031194
vwretd    1.579874
dtype: float64, 85221: const     0.119107
vwretd    4.474803
dtype: float64, 85222: const     0.003857
vwretd    0.694031
dtype: float64, 85223: const    -0.010748
vwretd    2.112362
dtype: float64, 85224: const     0.020917
vwretd    0.856025
dtype: float64, 85225: const     0.013674
vwretd    1.003025
dtype: float64, 85227: const     0.018518
vwretd    0.936966
dtype: float64, 85228: const     0.015572
vwretd   -0.164490
dtype: float64, 85231: const     0.009120
vwretd    2.052551
dtype: float64, 85232: const     0.008696
vwretd    0.736183
dtype: float64, 85233: const    -0.009097
vwretd    1.107563
dtype: float64, 85234: const     0.004408
vwretd    0.903011
dtype: float64, 85235: const     0.008923
vwretd    1.352868
dtype: float64, 85236: const     0.011295
vwretd    1.165337
dtype: float64, 85237: const     0.003438
vwretd    1.315319
dtype: float64, 85238: const     0.010257
vwretd    0.330583
dtype: float64, 85239: const     0.001245
vwretd    0.992116
dtype: float64, 85240: const     0.008145
vwretd    1.699154
dtype: float64, 85241: const    -0.009571
vwretd    1.527770
dtype: float64, 85242: const    -0.033575
vwretd    1.109698
dtype: float64, 85243: const    -0.020571
vwretd    0.438352
dtype: float64, 85244: const    -0.009732
vwretd    1.160337
dtype: float64, 85245: const     0.021681
vwretd    1.288105
dtype: float64, 85246: const     0.003149
vwretd    1.171535
dtype: float64, 85247: const    -0.054318
vwretd    1.021284
dtype: float64, 85248: const     0.011804
vwretd   -0.163884
dtype: float64, 85249: const    -0.004274
vwretd    1.697226
dtype: float64, 85250: const     0.018805
vwretd    0.738659
dtype: float64, 85251: const    -0.003091
vwretd    1.070754
dtype: float64, 85252: const    -0.022303
vwretd    0.705771
dtype: float64, 85253: const     0.024754
vwretd    0.425063
dtype: float64, 85254: const     0.007401
vwretd    0.941243
dtype: float64, 85255: const     0.011632
vwretd    0.711266
dtype: float64, 85256: const     0.009770
vwretd    1.505111
dtype: float64, 85257: const     0.009175
vwretd    0.926786
dtype: float64, 85258: const     0.064457
vwretd    0.565422
dtype: float64, 85259: const     0.007023
vwretd    1.087212
dtype: float64, 85260: const    -0.010269
vwretd   -0.097824
dtype: float64, 85261: const    -0.000598
vwretd    1.932015
dtype: float64, 85264: const     0.017045
vwretd    0.072605
dtype: float64, 85265: const     0.001050
vwretd    1.320182
dtype: float64, 85266: const    -0.004091
vwretd    0.911756
dtype: float64, 85267: const    -0.000760
vwretd    2.298023
dtype: float64, 85268: const    -0.042030
vwretd    1.121327
dtype: float64, 85269: const     0.009515
vwretd    1.320248
dtype: float64, 85270: const    -0.000733
vwretd   -0.177296
dtype: float64, 85271: const     0.006916
vwretd    1.455068
dtype: float64, 85272: const     0.016615
vwretd    1.318331
dtype: float64, 85273: const     0.120695
vwretd   -4.211412
dtype: float64, 85274: const    -0.046378
vwretd    1.359423
dtype: float64, 85275: const    -0.042070
vwretd    1.179433
dtype: float64, 85276: const    -0.038701
vwretd    4.058941
dtype: float64, 85277: const     0.063293
vwretd    2.776048
dtype: float64, 85278: const     0.011315
vwretd    0.543543
dtype: float64, 85279: const     0.008021
vwretd    1.252559
dtype: float64, 85280: const     0.002953
vwretd    1.556647
dtype: float64, 85281: const     0.004563
vwretd    0.097161
dtype: float64, 85282: const     0.006629
vwretd    0.561100
dtype: float64, 85283: const    -0.093694
vwretd   -0.697381
dtype: float64, 85284: const    -0.022099
vwretd   -1.105726
dtype: float64, 85285: const     0.017557
vwretd    0.977246
dtype: float64, 85286: const    -0.111001
vwretd    1.897906
dtype: float64, 85287: const    -0.001219
vwretd    1.577996
dtype: float64, 85288: const     0.014480
vwretd    1.241429
dtype: float64, 85289: const    -0.072560
vwretd    2.086968
dtype: float64, 85290: const    -0.001505
vwretd    0.656713
dtype: float64, 85291: const     0.006828
vwretd    1.406561
dtype: float64, 85292: const     0.016799
vwretd    1.858689
dtype: float64, 85293: const    -0.018625
vwretd    2.274523
dtype: float64, 85294: const     0.002250
vwretd    1.704152
dtype: float64, 85295: const    -0.050836
vwretd    1.291741
dtype: float64, 85296: const    -0.074464
vwretd    2.775117
dtype: float64, 85297: const    -0.184519
vwretd    1.445463
dtype: float64, 85298: const     0.010358
vwretd    1.066379
dtype: float64, 85299: const     0.009222
vwretd    0.428216
dtype: float64, 85300: const     0.091015
vwretd    0.790648
dtype: float64, 85301: const    -0.183705
vwretd    1.865920
dtype: float64, 85302: const    -0.000385
vwretd    2.436862
dtype: float64, 85303: const     0.023907
vwretd    1.687069
dtype: float64, 85304: const     0.017282
vwretd    0.589060
dtype: float64, 85305: const     0.004695
vwretd    2.090958
dtype: float64, 85306: const    -0.007839
vwretd    2.291887
dtype: float64, 85307: const    -0.114376
vwretd    0.820637
dtype: float64, 85308: const    -0.083206
vwretd    0.865929
dtype: float64, 85309: const    -0.025136
vwretd    1.401156
dtype: float64, 85310: const    -0.036069
vwretd   -0.112331
dtype: float64, 85311: const     0.004547
vwretd    1.820621
dtype: float64, 85312: const     0.082936
vwretd   -1.289197
dtype: float64, 85313: const    -0.022984
vwretd    2.024033
dtype: float64, 85314: const     0.006920
vwretd    1.637953
dtype: float64, 85315: const     0.016649
vwretd    1.430244
dtype: float64, 85316: const     0.009106
vwretd    0.303374
dtype: float64, 85317: const     0.010768
vwretd    0.028037
dtype: float64, 85318: const     0.030876
vwretd    1.650224
dtype: float64, 85319: const     0.011811
vwretd    1.301987
dtype: float64, 85320: const     0.024023
vwretd    1.042321
dtype: float64, 85321: const     0.036678
vwretd    1.109815
dtype: float64, 85322: const     0.025489
vwretd    3.252317
dtype: float64, 85323: const     0.032436
vwretd   -0.280241
dtype: float64, 85324: const    -0.005102
vwretd    0.850668
dtype: float64, 85325: const     0.009281
vwretd   -0.170721
dtype: float64, 85326: const     0.028301
vwretd    1.367928
dtype: float64, 85327: const     0.022243
vwretd    0.576998
dtype: float64, 85331: const     0.008334
vwretd    1.431722
dtype: float64, 85332: const     0.004812
vwretd    0.504232
dtype: float64, 85333: const     0.011779
vwretd    1.684354
dtype: float64, 85334: const     0.006334
vwretd    0.929198
dtype: float64, 85335: const     0.008483
vwretd    0.403962
dtype: float64, 85336: const     0.003753
vwretd    0.792841
dtype: float64, 85337: const     0.002148
vwretd    0.741933
dtype: float64, 85338: const     0.000627
vwretd   -0.193786
dtype: float64, 85339: const     0.003323
vwretd    0.124197
dtype: float64, 85340: const     0.004547
vwretd    0.040204
dtype: float64, 85341: const     0.026119
vwretd    0.576283
dtype: float64, 85342: const     0.007665
vwretd   -0.063503
dtype: float64, 85343: const     0.003044
vwretd   -0.221418
dtype: float64, 85344: const    -0.001017
vwretd    0.037646
dtype: float64, 85346: const     0.007207
vwretd    0.520687
dtype: float64, 85347: const    -0.008530
vwretd    1.290854
dtype: float64, 85348: const     0.010069
vwretd    0.696607
dtype: float64, 85349: const     0.003950
vwretd    1.994693
dtype: float64, 85350: const     0.008258
vwretd    1.709673
dtype: float64, 85351: const     0.022625
vwretd    1.529437
dtype: float64, 85352: const    -0.182104
vwretd    2.601802
dtype: float64, 85353: const     0.014422
vwretd    1.148290
dtype: float64, 85354: const     0.027332
vwretd    1.929245
dtype: float64, 85355: const    -0.055658
vwretd    2.273810
dtype: float64, 85356: const     0.007853
vwretd    1.430579
dtype: float64, 85357: const    -0.025675
vwretd    0.047365
dtype: float64, 85358: const     0.023116
vwretd    2.120097
dtype: float64, 85359: const     0.004051
vwretd    1.019943
dtype: float64, 85360: const     0.039985
vwretd    0.703095
dtype: float64, 85361: const     0.004687
vwretd    1.159623
dtype: float64, 85362: const     0.023700
vwretd    0.103675
dtype: float64, 85363: const    -0.079971
vwretd    1.528742
dtype: float64, 85364: const    -0.079856
vwretd    1.126456
dtype: float64, 85365: const    -0.116866
vwretd    1.115187
dtype: float64, 85366: const    -0.156926
vwretd    1.608854
dtype: float64, 85367: const    -0.000648
vwretd    0.178387
dtype: float64, 85370: const     0.022396
vwretd    0.094230
dtype: float64, 85371: const    -0.126237
vwretd    1.697308
dtype: float64, 85372: const     0.004779
vwretd    1.601913
dtype: float64, 85373: const    -0.008919
vwretd    0.370472
dtype: float64, 85374: const    -0.005734
vwretd    1.349172
dtype: float64, 85375: const     0.008414
vwretd    0.036956
dtype: float64, 85376: const    -0.005713
vwretd    1.087034
dtype: float64, 85377: const    -0.183331
vwretd    1.344665
dtype: float64, 85378: const     0.009782
vwretd    0.051817
dtype: float64, 85379: const    -0.086904
vwretd    0.383381
dtype: float64, 85380: const     0.014868
vwretd    1.734893
dtype: float64, 85381: const    -0.067955
vwretd    1.201525
dtype: float64, 85382: const    -0.020849
vwretd    1.656739
dtype: float64, 85383: const    -0.014327
vwretd   -1.968381
dtype: float64, 85384: const     0.024923
vwretd    1.542200
dtype: float64, 85385: const     0.122265
vwretd    3.783852
dtype: float64, 85386: const    -0.058573
vwretd    0.222249
dtype: float64, 85387: const    -0.150087
vwretd    0.287316
dtype: float64, 85388: const     0.007082
vwretd    3.345373
dtype: float64, 85389: const    -0.006911
vwretd    0.621853
dtype: float64, 85390: const     0.010158
vwretd    1.470679
dtype: float64, 85391: const    -0.021300
vwretd    1.449374
dtype: float64, 85392: const    -0.012767
vwretd    2.169934
dtype: float64, 85393: const     0.011430
vwretd    1.548966
dtype: float64, 85394: const     0.006554
vwretd    0.784363
dtype: float64, 85395: const     0.009283
vwretd    1.202161
dtype: float64, 85396: const    -0.019794
vwretd    2.187359
dtype: float64, 85397: const     0.012079
vwretd    1.247276
dtype: float64, 85398: const    -0.018894
vwretd    0.340716
dtype: float64, 85399: const    -0.063718
vwretd    0.871751
dtype: float64, 85400: const    -0.060911
vwretd    0.388115
dtype: float64, 85401: const     0.014024
vwretd    1.249358
dtype: float64, 85402: const     0.001796
vwretd    0.549227
dtype: float64, 85403: const     0.039842
vwretd    0.883854
dtype: float64, 85404: const     0.007832
vwretd    0.533031
dtype: float64, 85405: const    -0.004754
vwretd    1.186521
dtype: float64, 85406: const     0.015958
vwretd    0.277360
dtype: float64, 85408: const    -0.062512
vwretd    2.474760
dtype: float64, 85409: const    -0.019484
vwretd    1.532218
dtype: float64, 85410: const     0.007688
vwretd   -0.006481
dtype: float64, 85411: const     0.002769
vwretd    0.277964
dtype: float64, 85412: const    -0.092975
vwretd    0.857607
dtype: float64, 85413: const     0.011817
vwretd    1.215260
dtype: float64, 85414: const     0.006038
vwretd    0.612856
dtype: float64, 85415: const    -0.002234
vwretd    1.659703
dtype: float64, 85416: const    -0.006584
vwretd    1.027561
dtype: float64, 85417: const     0.098918
vwretd    2.053034
dtype: float64, 85418: const     0.005537
vwretd    0.629190
dtype: float64, 85419: const    -0.005577
vwretd    1.422634
dtype: float64, 85420: const    -0.011947
vwretd    1.058149
dtype: float64, 85421: const     0.004286
vwretd    0.922536
dtype: float64, 85422: const    -0.013084
vwretd   -1.465057
dtype: float64, 85423: const     0.008576
vwretd    1.221560
dtype: float64, 85424: const     0.001433
vwretd    1.494668
dtype: float64, 85425: const    -0.000524
vwretd    0.865392
dtype: float64, 85426: const     0.001969
vwretd    1.617855
dtype: float64, 85427: const     0.007742
vwretd    1.444307
dtype: float64, 85429: const     0.008614
vwretd    0.838788
dtype: float64, 85431: const     0.011855
vwretd    0.740424
dtype: float64, 85432: const     0.003780
vwretd    0.647922
dtype: float64, 85433: const     0.004949
vwretd    0.898078
dtype: float64, 85434: const     0.014095
vwretd    0.775734
dtype: float64, 85436: const     0.046753
vwretd    0.016407
dtype: float64, 85437: const    -0.008256
vwretd    1.336013
dtype: float64, 85439: const     0.009080
vwretd    0.791012
dtype: float64, 85440: const     0.003344
vwretd    1.342549
dtype: float64, 85441: const    -0.002598
vwretd    0.449760
dtype: float64, 85442: const     0.007742
vwretd    1.413113
dtype: float64, 85444: const    -0.010120
vwretd    0.318175
dtype: float64, 85445: const     0.000566
vwretd    1.395113
dtype: float64, 85446: const     0.010843
vwretd    0.472962
dtype: float64, 85447: const    -0.016786
vwretd    1.322956
dtype: float64, 85449: const     0.004479
vwretd    0.486352
dtype: float64, 85450: const    -0.011979
vwretd    1.988156
dtype: float64, 85451: const    -0.061539
vwretd    0.720662
dtype: float64, 85452: const     0.000846
vwretd    1.462605
dtype: float64, 85453: const     0.008106
vwretd    0.326029
dtype: float64, 85454: const    -0.036438
vwretd    1.292281
dtype: float64, 85455: const     0.013558
vwretd    1.060505
dtype: float64, 85456: const     0.003050
vwretd    1.135822
dtype: float64, 85457: const     0.010654
vwretd    1.367080
dtype: float64, 85458: const     0.020556
vwretd    2.385985
dtype: float64, 85459: const     0.009679
vwretd    0.623250
dtype: float64, 85460: const     0.009739
vwretd    0.304170
dtype: float64, 85461: const     0.015994
vwretd    0.134017
dtype: float64, 85462: const    -0.003048
vwretd    2.433416
dtype: float64, 85463: const     0.018394
vwretd    2.225705
dtype: float64, 85464: const     0.007378
vwretd    1.193063
dtype: float64, 85465: const     0.005422
vwretd    0.582729
dtype: float64, 85466: const    -0.024350
vwretd    0.687827
dtype: float64, 85467: const     0.004344
vwretd    1.261785
dtype: float64, 85468: const     0.013599
vwretd    0.276509
dtype: float64, 85469: const     0.050295
vwretd    1.211605
dtype: float64, 85470: const    -0.009598
vwretd    0.800585
dtype: float64, 85472: const     0.003108
vwretd    0.448105
dtype: float64, 85473: const    -0.054909
vwretd    2.136668
dtype: float64, 85474: const    -0.072177
vwretd   -1.246652
dtype: float64, 85475: const    -0.010599
vwretd    1.390984
dtype: float64, 85476: const     0.038762
vwretd    0.123256
dtype: float64, 85477: const     0.021699
vwretd    2.029914
dtype: float64, 85478: const     0.001303
vwretd    1.172677
dtype: float64, 85479: const    -0.013903
vwretd    3.456800
dtype: float64, 85480: const    -0.036601
vwretd    2.542413
dtype: float64, 85481: const     0.082558
vwretd    3.158095
dtype: float64, 85482: const     0.016830
vwretd    0.598878
dtype: float64, 85483: const     0.041562
vwretd    3.807868
dtype: float64, 85484: const     0.000170
vwretd    0.313763
dtype: float64, 85485: const     0.019854
vwretd    2.757940
dtype: float64, 85486: const     0.019396
vwretd    1.414215
dtype: float64, 85487: const    -0.116827
vwretd    0.440571
dtype: float64, 85488: const     0.011230
vwretd    1.027648
dtype: float64, 85489: const    -0.068215
vwretd    2.440965
dtype: float64, 85490: const    -0.044469
vwretd    0.915119
dtype: float64, 85491: const     0.006999
vwretd    0.205764
dtype: float64, 85492: const    -0.003435
vwretd    1.032837
dtype: float64, 85493: const    -0.010397
vwretd   -0.356825
dtype: float64, 85494: const    -0.000851
vwretd    0.653260
dtype: float64, 85495: const     0.028740
vwretd    0.602812
dtype: float64, 85496: const     0.008213
vwretd    1.566546
dtype: float64, 85498: const    -0.047130
vwretd    0.306217
dtype: float64, 85499: const     0.027228
vwretd    1.295065
dtype: float64, 85500: const    -0.000338
vwretd    0.207413
dtype: float64, 85501: const    -0.097066
vwretd    2.263467
dtype: float64, 85502: const    -0.006124
vwretd    1.446001
dtype: float64, 85503: const    -0.000723
vwretd    0.180126
dtype: float64, 85504: const    -0.042645
vwretd    2.016670
dtype: float64, 85505: const    -0.084490
vwretd    2.708424
dtype: float64, 85506: const     0.009605
vwretd    0.143788
dtype: float64, 85507: const    -0.085510
vwretd    0.523558
dtype: float64, 85508: const    -0.062907
vwretd   -0.025962
dtype: float64, 85509: const     0.015456
vwretd    0.621950
dtype: float64, 85510: const     0.023108
vwretd    0.825708
dtype: float64, 85511: const     0.026035
vwretd    0.911561
dtype: float64, 85512: const    -0.00678
vwretd    0.58738
dtype: float64, 85513: const    -0.024743
vwretd    0.885966
dtype: float64, 85514: const    -0.014156
vwretd    0.685969
dtype: float64, 85515: const    -0.024641
vwretd    1.164282
dtype: float64, 85516: const     0.017262
vwretd    2.733895
dtype: float64, 85517: const     0.008996
vwretd    0.826811
dtype: float64, 85518: const     0.028619
vwretd    0.748338
dtype: float64, 85519: const     0.026351
vwretd    0.343020
dtype: float64, 85520: const     0.022689
vwretd    1.330163
dtype: float64, 85521: const     0.033450
vwretd    2.495656
dtype: float64, 85522: const     0.002410
vwretd    2.466468
dtype: float64, 85523: const    -0.007736
vwretd    0.821612
dtype: float64, 85524: const     0.004139
vwretd    0.876789
dtype: float64, 85525: const    -0.159264
vwretd    1.430323
dtype: float64, 85526: const     0.010544
vwretd    1.386037
dtype: float64, 85527: const    -0.014474
vwretd    0.817680
dtype: float64, 85528: const     0.013433
vwretd    0.142041
dtype: float64, 85529: const     0.015604
vwretd    0.824721
dtype: float64, 85530: const    -0.020149
vwretd    0.077003
dtype: float64, 85531: const     0.012233
vwretd    0.682140
dtype: float64, 85532: const    -0.052141
vwretd    1.593772
dtype: float64, 85533: const    -0.023838
vwretd   -2.053666
dtype: float64, 85534: const    -0.131331
vwretd    1.164096
dtype: float64, 85535: const     0.016551
vwretd    1.096441
dtype: float64, 85536: const     0.008654
vwretd   -0.233389
dtype: float64, 85537: const     0.010152
vwretd    0.037925
dtype: float64, 85538: const    -0.108252
vwretd    1.159383
dtype: float64, 85539: const     0.004830
vwretd    1.077045
dtype: float64, 85540: const     0.013549
vwretd    0.732426
dtype: float64, 85541: const    -0.035929
vwretd    0.914517
dtype: float64, 85542: const    -0.095425
vwretd    1.433290
dtype: float64, 85543: const    -0.009035
vwretd    1.390433
dtype: float64, 85544: const    -0.038991
vwretd    2.453950
dtype: float64, 85545: const     0.039143
vwretd    2.595993
dtype: float64, 85546: const    -0.038294
vwretd    0.705001
dtype: float64, 85547: const     0.034764
vwretd    1.621231
dtype: float64, 85548: const     0.008654
vwretd    0.187787
dtype: float64, 85549: const     0.004698
vwretd    2.113146
dtype: float64, 85550: const    -0.003641
vwretd    1.267886
dtype: float64, 85551: const     0.007321
vwretd    1.487702
dtype: float64, 85552: const     0.012228
vwretd    1.097309
dtype: float64, 85553: const     0.012039
vwretd   -0.124305
dtype: float64, 85554: const    -0.099144
vwretd    2.884794
dtype: float64, 85555: const     0.028203
vwretd    0.374827
dtype: float64, 85556: const    -0.116334
vwretd   -0.732641
dtype: float64, 85557: const    -0.016617
vwretd    0.743736
dtype: float64, 85558: const     0.026742
vwretd    2.444614
dtype: float64, 85559: const     0.003405
vwretd    0.856193
dtype: float64, 85560: const     0.091904
vwretd    4.878481
dtype: float64, 85561: const     0.010105
vwretd    1.565189
dtype: float64, 85562: const    -0.129186
vwretd    1.512436
dtype: float64, 85563: const    -0.063688
vwretd    1.041807
dtype: float64, 85564: const    -0.001678
vwretd    2.045225
dtype: float64, 85565: const     0.005079
vwretd    2.209402
dtype: float64, 85566: const    -0.045825
vwretd    1.199949
dtype: float64, 85567: const     0.000966
vwretd    1.312499
dtype: float64, 85568: const     0.018475
vwretd    1.947203
dtype: float64, 85570: const    -0.002553
vwretd    0.953618
dtype: float64, 85571: const     0.005549
vwretd    2.154852
dtype: float64, 85572: const    -0.01060
vwretd    0.54569
dtype: float64, 85573: const    -0.069998
vwretd    0.926971
dtype: float64, 85574: const     0.023035
vwretd    3.361687
dtype: float64, 85575: const    -0.026835
vwretd    0.340215
dtype: float64, 85576: const    -0.004353
vwretd    1.681035
dtype: float64, 85577: const    -0.042002
vwretd    0.847950
dtype: float64, 85578: const     0.037722
vwretd    1.292087
dtype: float64, 85579: const     0.001232
vwretd    2.037001
dtype: float64, 85581: const    -0.061416
vwretd    3.332373
dtype: float64, 85582: const     0.008480
vwretd    1.349896
dtype: float64, 85583: const     0.040998
vwretd    1.661190
dtype: float64, 85584: const    -0.104306
vwretd    0.424736
dtype: float64, 85585: const    -0.012831
vwretd    1.054360
dtype: float64, 85586: const     0.001486
vwretd    0.924193
dtype: float64, 85587: const    -0.014696
vwretd    0.398418
dtype: float64, 85588: const     0.033348
vwretd    1.988557
dtype: float64, 85589: const     0.007416
vwretd    0.454944
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vwretd    0.364264
dtype: float64, 85592: const     0.005391
vwretd    0.975372
dtype: float64, 85593: const     0.000767
vwretd    1.836812
dtype: float64, 85594: const     0.014930
vwretd    2.675805
dtype: float64, 85596: const    -0.060663
vwretd    0.473842
dtype: float64, 85597: const    -0.005664
vwretd   -0.260310
dtype: float64, 85598: const    -0.048327
vwretd    2.146743
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vwretd    0.881706
dtype: float64, 85600: const    -0.001935
vwretd    0.654029
dtype: float64, 85602: const     0.015943
vwretd    1.918667
dtype: float64, 85603: const     0.013175
vwretd    0.902411
dtype: float64, 85604: const     0.005915
vwretd    1.110996
dtype: float64, 85606: const    -0.049433
vwretd    1.026205
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vwretd    0.379096
dtype: float64, 85608: const     0.008947
vwretd    0.368897
dtype: float64, 85610: const     0.005676
vwretd    1.083387
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vwretd    1.851844
dtype: float64, 85612: const    -0.008813
vwretd    1.617648
dtype: float64, 85613: const    -0.013376
vwretd    1.068902
dtype: float64, 85614: const    -0.005485
vwretd    0.183614
dtype: float64, 85615: const    -0.016254
vwretd    0.555875
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vwretd    1.309364
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vwretd    1.353220
dtype: float64, 85618: const    -0.013042
vwretd    0.949282
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vwretd    1.030696
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vwretd    0.995734
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vwretd    1.151132
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vwretd    1.458901
dtype: float64, 85623: const    -0.108446
vwretd    3.934869
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vwretd    0.335360
dtype: float64, 85625: const    -0.021481
vwretd    1.622848
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vwretd    0.442555
dtype: float64, 85627: const     0.006933
vwretd    2.040203
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vwretd    0.597026
dtype: float64, 85630: const    -0.006440
vwretd    1.454528
dtype: float64, 85631: const     0.005439
vwretd    1.630785
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vwretd    0.046194
dtype: float64, 85633: const    -0.007443
vwretd    1.130320
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vwretd    1.148629
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vwretd    1.082643
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vwretd    1.031924
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vwretd   -0.053896
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vwretd    1.353432
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vwretd   -0.494875
dtype: float64, 85645: const     0.005303
vwretd    0.849715
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vwretd    0.056728
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vwretd    2.265002
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vwretd   -0.448430
dtype: float64, 85649: const    -0.004442
vwretd   -0.200595
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vwretd    0.760289
dtype: float64, 85651: const    -0.021735
vwretd    0.709513
dtype: float64, 85652: const     0.044706
vwretd    0.640730
dtype: float64, 85653: const    -0.005710
vwretd    1.718402
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vwretd    0.516015
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vwretd    0.167622
dtype: float64, 85658: const    -0.007608
vwretd    0.171593
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vwretd    0.527347
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vwretd    1.810850
dtype: float64, 85661: const     0.014527
vwretd    0.682448
dtype: float64, 85662: const     0.02410
vwretd    0.08008
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vwretd    1.996995
dtype: float64, 85666: const     0.004471
vwretd    0.605205
dtype: float64, 85668: const     0.028594
vwretd    1.040265
dtype: float64, 85669: const     0.002449
vwretd    0.174398
dtype: float64, 85670: const    -0.122163
vwretd    2.632734
dtype: float64, 85671: const     0.002440
vwretd    1.301747
dtype: float64, 85672: const     0.146452
vwretd    1.456729
dtype: float64, 85673: const     0.004361
vwretd    3.118300
dtype: float64, 85674: const    -0.008000
vwretd    1.923693
dtype: float64, 85675: const     0.011757
vwretd    0.415356
dtype: float64, 85676: const     0.055913
vwretd   -0.124784
dtype: float64, 85677: const    -0.021509
vwretd   -0.961507
dtype: float64, 85678: const     0.023736
vwretd    0.071712
dtype: float64, 85679: const     0.006503
vwretd    0.143758
dtype: float64, 85680: const    -0.004793
vwretd    0.375769
dtype: float64, 85682: const    -0.009977
vwretd    0.993733
dtype: float64, 85683: const    -0.001787
vwretd    2.495959
dtype: float64, 85684: const    -0.019282
vwretd    0.690637
dtype: float64, 85685: const     0.017818
vwretd    0.824662
dtype: float64, 85686: const     0.007263
vwretd    1.203152
dtype: float64, 85687: const    -0.038755
vwretd    2.716728
dtype: float64, 85688: const    -0.038233
vwretd    0.785113
dtype: float64, 85689: const    -0.138079
vwretd    0.785130
dtype: float64, 85690: const    -0.031719
vwretd    2.081789
dtype: float64, 85691: const    -0.031349
vwretd    3.142758
dtype: float64, 85692: const    -0.268949
vwretd    1.778040
dtype: float64, 85693: const     0.016747
vwretd    0.207118
dtype: float64, 85694: const     0.01635
vwretd    0.59065
dtype: float64, 85695: const     0.030730
vwretd    0.861013
dtype: float64, 85696: const    -0.108717
vwretd    0.578323
dtype: float64, 85697: const    -0.018219
vwretd    1.128978
dtype: float64, 85698: const     0.011443
vwretd    1.863268
dtype: float64, 85699: const     0.016467
vwretd    3.081252
dtype: float64, 85700: const    -0.034183
vwretd    0.368190
dtype: float64, 85701: const     0.027960
vwretd    1.104775
dtype: float64, 85702: const    -0.006495
vwretd    0.874177
dtype: float64, 85703: const     0.010099
vwretd    0.317155
dtype: float64, 85704: const     0.012637
vwretd    1.081449
dtype: float64, 85705: const     0.007279
vwretd    0.801054
dtype: float64, 85706: const     0.008011
vwretd    0.936379
dtype: float64, 85707: const     0.013568
vwretd    1.152011
dtype: float64, 85708: const     0.007824
vwretd    0.202006
dtype: float64, 85709: const     0.049945
vwretd    2.366460
dtype: float64, 85710: const     0.012075
vwretd    1.385930
dtype: float64, 85711: const     0.006743
vwretd    0.288595
dtype: float64, 85712: const    -0.009374
vwretd    1.134161
dtype: float64, 85713: const     0.009547
vwretd    1.307572
dtype: float64, 85714: const    -0.017357
vwretd    0.949264
dtype: float64, 85715: const     0.051924
vwretd    2.242595
dtype: float64, 85716: const     0.001801
vwretd    0.668538
dtype: float64, 85717: const     0.011408
vwretd    0.231018
dtype: float64, 85718: const     0.002834
vwretd    0.354410
dtype: float64, 85719: const     0.042148
vwretd    1.340336
dtype: float64, 85720: const    -0.001742
vwretd    0.722992
dtype: float64, 85721: const     0.012577
vwretd    0.335408
dtype: float64, 85722: const     0.117349
vwretd    3.535632
dtype: float64, 85723: const     0.018381
vwretd    0.083347
dtype: float64, 85724: const     0.010805
vwretd    1.023160
dtype: float64, 85725: const     0.007486
vwretd    0.321062
dtype: float64, 85726: const    -0.010674
vwretd    1.562653
dtype: float64, 85727: const    -0.076041
vwretd    0.401386
dtype: float64, 85728: const     0.002723
vwretd    0.165200
dtype: float64, 85729: const     0.016210
vwretd    1.088052
dtype: float64, 85730: const     0.005414
vwretd    0.773341
dtype: float64, 85731: const     0.004156
vwretd    0.467287
dtype: float64, 85732: const    -0.007267
vwretd    0.449781
dtype: float64, 85733: const    -0.012093
vwretd    2.138033
dtype: float64, 85734: const    -0.008880
vwretd    0.483311
dtype: float64, 85735: const    -0.001320
vwretd    0.675417
dtype: float64, 85736: const     0.013320
vwretd    0.261345
dtype: float64, 85737: const    -0.000541
vwretd    0.673203
dtype: float64, 85738: const     0.009832
vwretd    1.426097
dtype: float64, 85739: const     0.019045
vwretd    1.514900
dtype: float64, 85740: const     0.016399
vwretd    0.456749
dtype: float64, 85741: const     0.006281
vwretd    1.058810
dtype: float64, 85742: const     0.007924
vwretd    0.605740
dtype: float64, 85743: const    -0.011101
vwretd   -0.038563
dtype: float64, 85744: const     0.000015
vwretd    1.157970
dtype: float64, 85745: const     0.045672
vwretd   -0.063776
dtype: float64, 85746: const    -0.007747
vwretd    0.533537
dtype: float64, 85747: const     0.010096
vwretd    1.005679
dtype: float64, 85748: const     0.006779
vwretd    0.160504
dtype: float64, 85749: const     0.007969
vwretd    0.212875
dtype: float64, 85750: const    -0.023091
vwretd    0.892252
dtype: float64, 85751: const     0.005740
vwretd    0.752499
dtype: float64, 85752: const     0.011453
vwretd    0.219955
dtype: float64, 85753: const     0.012555
vwretd    1.660538
dtype: float64, 85754: const    -0.002825
vwretd    0.293819
dtype: float64, 85755: const     0.013407
vwretd    0.280682
dtype: float64, 85756: const    -0.005463
vwretd    1.100752
dtype: float64, 85757: const     0.025867
vwretd    1.216083
dtype: float64, 85758: const     0.223839
vwretd    1.683343
dtype: float64, 85759: const     0.022723
vwretd    0.947444
dtype: float64, 85760: const     0.004172
vwretd    2.732482
dtype: float64, 85761: const     0.012920
vwretd    0.107303
dtype: float64, 85762: const     0.000185
vwretd    1.174224
dtype: float64, 85763: const     0.008073
vwretd    0.589734
dtype: float64, 85765: const     0.001405
vwretd    0.871781
dtype: float64, 85766: const     0.021762
vwretd   -0.462741
dtype: float64, 85767: const     0.04338
vwretd    0.03654
dtype: float64, 85768: const    -0.003870
vwretd    1.467569
dtype: float64, 85769: const     0.021418
vwretd    0.079992
dtype: float64, 85770: const    -0.000719
vwretd    1.099767
dtype: float64, 85771: const     0.013375
vwretd    0.091544
dtype: float64, 85772: const    -0.007990
vwretd    1.684114
dtype: float64, 85774: const    -0.020478
vwretd    1.540419
dtype: float64, 85775: const    -0.050941
vwretd    1.657278
dtype: float64, 85776: const     0.007301
vwretd    1.251483
dtype: float64, 85777: const     0.007368
vwretd    0.099381
dtype: float64, 85779: const     0.017407
vwretd    0.866999
dtype: float64, 85780: const     0.007558
vwretd    0.087421
dtype: float64, 85781: const    -0.003049
vwretd    1.917114
dtype: float64, 85782: const    -0.019272
vwretd    1.037278
dtype: float64, 85785: const     0.004162
vwretd    0.617624
dtype: float64, 85786: const    -0.004566
vwretd    0.402254
dtype: float64, 85787: const    -0.004948
vwretd    0.773854
dtype: float64, 85789: const     0.003123
vwretd    0.638967
dtype: float64, 85790: const    -0.008409
vwretd   -0.028723
dtype: float64, 85791: const    -0.006684
vwretd    0.145791
dtype: float64, 85792: const     0.009709
vwretd    1.468265
dtype: float64, 85793: const     0.028752
vwretd    1.511973
dtype: float64, 85795: const    -0.01553
vwretd   -0.32764
dtype: float64, 85796: const    -0.003145
vwretd    1.157330
dtype: float64, 85797: const     0.016155
vwretd    0.555266
dtype: float64, 85798: const     0.003256
vwretd    0.604498
dtype: float64, 85799: const     0.015604
vwretd    1.254251
dtype: float64, 85800: const     0.030185
vwretd   -0.750266
dtype: float64, 85801: const     0.008622
vwretd    0.458144
dtype: float64, 85802: const     0.022338
vwretd    2.226296
dtype: float64, 85803: const     0.032385
vwretd    2.907042
dtype: float64, 85804: const     0.008537
vwretd    0.523355
dtype: float64, 85805: const      1.849653
vwretd   -32.630008
dtype: float64, 85806: const     0.020771
vwretd    0.169383
dtype: float64, 85807: const    -0.039546
vwretd    2.448912
dtype: float64, 85808: const    -0.004693
vwretd    1.725459
dtype: float64, 85809: const    -0.009766
vwretd    2.071762
dtype: float64, 85810: const    -0.000116
vwretd    0.900369
dtype: float64, 85811: const     0.028924
vwretd   -0.972432
dtype: float64, 85812: const    -0.068726
vwretd    0.581697
dtype: float64, 85813: const     0.000332
vwretd   -0.535900
dtype: float64, 85814: const     0.028952
vwretd    1.347137
dtype: float64, 85815: const     0.241523
vwretd   -8.200697
dtype: float64, 85816: const     0.015487
vwretd    3.053153
dtype: float64, 85817: const     0.009789
vwretd    0.622772
dtype: float64, 85818: const    -0.166184
vwretd    2.361556
dtype: float64, 85819: const     0.017197
vwretd    1.461826
dtype: float64, 85820: const    -0.000279
vwretd    0.129385
dtype: float64, 85821: const     0.029658
vwretd    0.845585
dtype: float64, 85822: const     0.003585
vwretd    1.126924
dtype: float64, 85823: const     0.018649
vwretd    2.003874
dtype: float64, 85824: const     0.009672
vwretd    1.897232
dtype: float64, 85825: const     0.011622
vwretd    3.178153
dtype: float64, 85826: const    -0.518466
vwretd    9.061686
dtype: float64, 85827: const    -0.101882
vwretd    3.154347
dtype: float64, 85828: const    -0.005128
vwretd    1.472162
dtype: float64, 85829: const     0.002808
vwretd    0.430332
dtype: float64, 85830: const     0.040723
vwretd    3.811373
dtype: float64, 85831: const     0.681140
vwretd   -6.835249
dtype: float64, 85832: const    -0.014817
vwretd    0.673472
dtype: float64, 85833: const    -0.007913
vwretd    2.179558
dtype: float64, 85834: const    -0.008774
vwretd   -0.221048
dtype: float64, 85835: const     0.004434
vwretd    0.780792
dtype: float64, 85836: const     0.025480
vwretd    3.702687
dtype: float64, 85837: const    -0.009981
vwretd    0.940057
dtype: float64, 85838: const     0.019752
vwretd    1.202971
dtype: float64, 85839: const     0.009603
vwretd    0.727400
dtype: float64, 85840: const     0.000445
vwretd    0.845957
dtype: float64, 85841: const     0.145290
vwretd   -2.055947
dtype: float64, 85842: const    -0.004753
vwretd    0.606336
dtype: float64, 85843: const     0.042499
vwretd    0.095666
dtype: float64, 85844: const    -0.003736
vwretd    0.421377
dtype: float64, 85845: const     0.042742
vwretd    1.064852
dtype: float64, 85846: const    -0.008367
vwretd    0.670970
dtype: float64, 85847: const     0.046684
vwretd    0.723438
dtype: float64, 85849: const    -0.039117
vwretd    1.300747
dtype: float64, 85850: const    -0.012937
vwretd    2.270163
dtype: float64, 85851: const    -0.029755
vwretd    0.838560
dtype: float64, 85852: const    -0.092559
vwretd    1.347789
dtype: float64, 85853: const     0.258837
vwretd   -5.648151
dtype: float64, 85854: const     0.002521
vwretd    2.745215
dtype: float64, 85855: const     0.099268
vwretd    1.067794
dtype: float64, 85856: const     0.036792
vwretd   -0.365376
dtype: float64, 85857: const     0.010022
vwretd    0.324959
dtype: float64, 85858: const     0.085039
vwretd   -1.751470
dtype: float64, 85859: const     0.032721
vwretd    0.174618
dtype: float64, 85860: const     0.005401
vwretd    0.464567
dtype: float64, 85861: const     0.009813
vwretd    0.290435
dtype: float64, 85862: const     0.040514
vwretd    1.171387
dtype: float64, 85863: const     0.008418
vwretd    1.093006
dtype: float64, 85864: const     0.018829
vwretd    2.369774
dtype: float64, 85865: const    -0.017905
vwretd    0.325428
dtype: float64, 85866: const     0.048019
vwretd    4.623170
dtype: float64, 85867: const    -0.046808
vwretd    2.915740
dtype: float64, 85868: const    -0.012071
vwretd    0.420761
dtype: float64, 85869: const    -0.005194
vwretd    0.551005
dtype: float64, 85870: const     0.031656
vwretd    5.166223
dtype: float64, 85871: const     0.010352
vwretd    1.416837
dtype: float64, 85872: const    -0.092098
vwretd   -0.363956
dtype: float64, 85873: const     0.018762
vwretd   -0.170095
dtype: float64, 85874: const     0.014780
vwretd   -0.059356
dtype: float64, 85875: const     0.004853
vwretd    0.913828
dtype: float64, 85876: const     0.014457
vwretd    0.208224
dtype: float64, 85877: const    -0.02023
vwretd    0.94736
dtype: float64, 85878: const     0.058412
vwretd    1.710213
dtype: float64, 85879: const     0.020210
vwretd    3.559358
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vwretd    1.263397
dtype: float64, 85881: const     0.139264
vwretd    3.122126
dtype: float64, 85882: const    -0.002436
vwretd    0.112316
dtype: float64, 85883: const     0.007238
vwretd    0.256953
dtype: float64, 85884: const    -0.086362
vwretd   -0.377418
dtype: float64, 85885: const     0.001833
vwretd    0.921676
dtype: float64, 85886: const     0.010089
vwretd    1.452231
dtype: float64, 85887: const    -0.045502
vwretd    0.752846
dtype: float64, 85888: const     0.007836
vwretd    0.832851
dtype: float64, 85889: const     0.008829
vwretd    0.993449
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vwretd    1.300234
dtype: float64, 85891: const     0.008952
vwretd    0.015107
dtype: float64, 85892: const    -0.020306
vwretd    2.594657
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vwretd    1.110064
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vwretd    4.701089
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vwretd    0.153452
dtype: float64, 85896: const    -0.001018
vwretd    0.959625
dtype: float64, 85897: const     0.007370
vwretd    0.662792
dtype: float64, 85898: const     0.050811
vwretd    1.721970
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vwretd    0.261318
dtype: float64, 85900: const     0.005550
vwretd    0.594912
dtype: float64, 85901: const    -0.101057
vwretd    1.802191
dtype: float64, 85902: const    -0.050492
vwretd    0.656849
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vwretd    0.585747
dtype: float64, 85904: const     0.007744
vwretd   -0.236900
dtype: float64, 85905: const     0.001546
vwretd    0.629663
dtype: float64, 85906: const    -0.094631
vwretd    0.988025
dtype: float64, 85908: const     0.006749
vwretd    1.621268
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vwretd    0.408752
dtype: float64, 85910: const    -0.001680
vwretd    1.077143
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vwretd    1.305341
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vwretd    1.418161
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vwretd   -0.254910
dtype: float64, 85916: const     0.003167
vwretd    0.132964
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vwretd    0.145922
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vwretd    0.094073
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vwretd   -1.603134
dtype: float64, 85921: const    -0.049892
vwretd    0.589045
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vwretd    0.715461
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vwretd    1.769889
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vwretd    0.310901
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vwretd    0.729376
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vwretd    1.315615
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vwretd    1.817895
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vwretd    0.125745
dtype: float64, 85929: const     0.012696
vwretd   -0.253105
dtype: float64, 85930: const    -0.115203
vwretd    0.516709
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vwretd    1.517447
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vwretd    1.372843
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vwretd    0.441570
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vwretd    0.150676
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vwretd    0.750314
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vwretd   -0.868033
dtype: float64, 85937: const    -0.004287
vwretd    0.624408
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vwretd    2.259106
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vwretd    1.049636
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vwretd    0.299139
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vwretd    0.702088
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vwretd    0.140655
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vwretd    1.029155
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vwretd    0.951401
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vwretd    1.002025
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vwretd    1.561361
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vwretd    0.366284
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vwretd    2.391462
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vwretd    0.314756
dtype: float64, 85951: const     0.008634
vwretd    1.047864
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vwretd    0.998391
dtype: float64, 85953: const     0.004125
vwretd    1.678883
dtype: float64, 85955: const    -0.012642
vwretd    0.961818
dtype: float64, 85956: const     0.022408
vwretd    1.598757
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vwretd   -6.677299
dtype: float64, 85958: const     0.003221
vwretd    0.685743
dtype: float64, 85959: const     0.014772
vwretd    0.462785
dtype: float64, 85960: const    -0.017921
vwretd    0.471674
dtype: float64, 85961: const     0.018015
vwretd    1.575884
dtype: float64, 85962: const     0.007636
vwretd    3.282217
dtype: float64, 85963: const     0.009902
vwretd    2.405976
dtype: float64, 85964: const    -0.055545
vwretd    0.813452
dtype: float64, 85965: const    -0.012116
vwretd    1.221214
dtype: float64, 85966: const     0.002723
vwretd    0.622803
dtype: float64, 85967: const    -0.099362
vwretd    1.634915
dtype: float64, 85968: const     0.010641
vwretd   -0.156208
dtype: float64, 85969: const     0.015204
vwretd    1.585868
dtype: float64, 85970: const     0.145709
vwretd   -2.539893
dtype: float64, 85971: const     0.012170
vwretd    1.771739
dtype: float64, 85972: const     0.00698
vwretd    0.70574
dtype: float64, 85973: const    -0.018051
vwretd    1.487225
dtype: float64, 85974: const     0.064176
vwretd    3.039530
dtype: float64, 85975: const     0.001563
vwretd    0.851062
dtype: float64, 85976: const     0.005362
vwretd    0.425300
dtype: float64, 85977: const    -0.029658
vwretd    0.837115
dtype: float64, 85978: const    -0.008664
vwretd    0.660995
dtype: float64, 85979: const    -0.019881
vwretd    2.680074
dtype: float64, 85980: const     0.005305
vwretd    0.051432
dtype: float64, 85981: const    -0.156987
vwretd    0.441186
dtype: float64, 85982: const     0.005620
vwretd    0.661039
dtype: float64, 85983: const     0.011996
vwretd    0.053320
dtype: float64, 85984: const     0.030742
vwretd   -0.197645
dtype: float64, 85985: const     0.025045
vwretd    1.986766
dtype: float64, 85986: const     0.012610
vwretd    1.531426
dtype: float64, 85987: const     0.002447
vwretd    1.557634
dtype: float64, 85988: const     0.071319
vwretd   -0.942968
dtype: float64, 85989: const    -0.024085
vwretd    1.280133
dtype: float64, 85990: const     0.006612
vwretd    1.806537
dtype: float64, 85991: const    -0.001243
vwretd    1.591645
dtype: float64, 85992: const     0.012053
vwretd    1.901637
dtype: float64, 85993: const     0.012967
vwretd    2.080864
dtype: float64, 85994: const     0.006594
vwretd    0.407816
dtype: float64, 85995: const     0.021189
vwretd    2.610562
dtype: float64, 85996: const    -0.000281
vwretd    0.490550
dtype: float64, 85997: const     0.009232
vwretd    0.059309
dtype: float64, 85998: const    -0.034665
vwretd    2.112199
dtype: float64, 85999: const     0.014757
vwretd    0.070291
dtype: float64, 86000: const     0.197869
vwretd   -6.905591
dtype: float64, 86001: const     0.001996
vwretd    0.579005
dtype: float64, 86002: const     0.018496
vwretd    1.844072
dtype: float64, 86003: const     0.018342
vwretd    1.083070
dtype: float64, 86004: const     0.003022
vwretd    0.679686
dtype: float64, 86005: const     0.026702
vwretd   -0.918364
dtype: float64, 86006: const     0.019771
vwretd    0.967269
dtype: float64, 86007: const     0.016419
vwretd    0.718750
dtype: float64, 86008: const     0.002762
vwretd    0.309610
dtype: float64, 86010: const    -0.030217
vwretd    4.092128
dtype: float64, 86011: const     0.029902
vwretd    0.203844
dtype: float64, 86013: const     0.00849
vwretd    0.69435
dtype: float64, 86016: const    -0.289049
vwretd    2.303022
dtype: float64, 86017: const     0.017750
vwretd    0.481727
dtype: float64, 86018: const     0.028086
vwretd    0.226978
dtype: float64, 86020: const     0.000857
vwretd    1.434049
dtype: float64, 86021: const     0.009055
vwretd    0.663742
dtype: float64, 86022: const    -0.058658
vwretd    1.711649
dtype: float64, 86023: const     0.004397
vwretd    0.080549
dtype: float64, 86025: const    -0.006210
vwretd    2.991554
dtype: float64, 86026: const     0.008944
vwretd    1.270302
dtype: float64, 86027: const     0.006844
vwretd    0.362019
dtype: float64, 86028: const     0.010995
vwretd    0.870686
dtype: float64, 86030: const     0.023268
vwretd   -2.122264
dtype: float64, 86033: const     0.002216
vwretd    0.700462
dtype: float64, 86034: const     0.020130
vwretd    1.325731
dtype: float64, 86036: const    -0.069926
vwretd    0.917992
dtype: float64, 86037: const     0.014742
vwretd    0.745724
dtype: float64, 86038: const    -0.007981
vwretd    1.574429
dtype: float64, 86039: const    -0.170489
vwretd    2.316856
dtype: float64, 86041: const     0.009018
vwretd    1.694240
dtype: float64, 86042: const     0.017534
vwretd    1.452136
dtype: float64, 86043: const     0.008061
vwretd    1.594654
dtype: float64, 86044: const     0.025122
vwretd    0.652351
dtype: float64, 86045: const    -0.060390
vwretd    1.320743
dtype: float64, 86046: const     0.018308
vwretd    0.187922
dtype: float64, 86047: const     0.009604
vwretd    2.560998
dtype: float64, 86048: const     0.006446
vwretd    1.602561
dtype: float64, 86049: const    -0.033967
vwretd    1.227091
dtype: float64, 86050: const    -0.000189
vwretd    4.483880
dtype: float64, 86051: const     0.007890
vwretd    2.361947
dtype: float64, 86052: const    -0.010025
vwretd    1.727598
dtype: float64, 86053: const    -0.055947
vwretd    0.352410
dtype: float64, 86054: const     0.058575
vwretd    4.528009
dtype: float64, 86055: const     0.024947
vwretd    1.916855
dtype: float64, 86056: const     0.017596
vwretd    0.107715
dtype: float64, 86057: const     0.056975
vwretd    0.663949
dtype: float64, 86058: const    -0.052613
vwretd    1.739394
dtype: float64, 86060: const     0.022520
vwretd    4.962694
dtype: float64, 86061: const     0.009331
vwretd    0.279579
dtype: float64, 86062: const     0.013435
vwretd    1.644263
dtype: float64, 86063: const    -0.017410
vwretd    2.140274
dtype: float64, 86064: const     0.025256
vwretd    0.763319
dtype: float64, 86065: const    -0.267661
vwretd    4.291266
dtype: float64, 86066: const     0.008409
vwretd    0.091966
dtype: float64, 86067: const     0.009141
vwretd    0.214186
dtype: float64, 86068: const     0.050747
vwretd   -1.762737
dtype: float64, 86069: const     0.033958
vwretd    1.029312
dtype: float64, 86070: const    -0.074206
vwretd    3.196284
dtype: float64, 86071: const    -0.019753
vwretd    1.703433
dtype: float64, 86072: const     0.010147
vwretd    0.918519
dtype: float64, 86073: const     0.010079
vwretd    1.167107
dtype: float64, 86074: const     0.255539
vwretd    4.748799
dtype: float64, 86075: const     0.006884
vwretd    0.224041
dtype: float64, 86076: const     0.001916
vwretd    0.040675
dtype: float64, 86077: const     0.004857
vwretd    5.960347
dtype: float64, 86078: const    -0.016605
vwretd    1.102625
dtype: float64, 86079: const     0.007610
vwretd    2.022852
dtype: float64, 86080: const    -0.017325
vwretd    1.231446
dtype: float64, 86081: const     0.191628
vwretd    1.233131
dtype: float64, 86082: const     0.007182
vwretd   -0.328010
dtype: float64, 86083: const    -0.005645
vwretd    0.979324
dtype: float64, 86085: const     0.096309
vwretd    6.208774
dtype: float64, 86086: const     0.008901
vwretd    1.971146
dtype: float64, 86087: const    -0.027989
vwretd    0.729853
dtype: float64, 86088: const     0.018905
vwretd    0.306392
dtype: float64, 86089: const     0.054677
vwretd    3.902114
dtype: float64, 86090: const    -0.015248
vwretd    1.002559
dtype: float64, 86091: const     0.009893
vwretd    0.375368
dtype: float64, 86092: const     0.011542
vwretd    1.577575
dtype: float64, 86093: const    -0.126597
vwretd    0.231683
dtype: float64, 86094: const     0.251232
vwretd    5.727231
dtype: float64, 86095: const    -0.186078
vwretd   -1.337258
dtype: float64, 86096: const     0.100069
vwretd    1.488338
dtype: float64, 86097: const     0.013002
vwretd    0.372324
dtype: float64, 86098: const    -0.012949
vwretd    1.349486
dtype: float64, 86101: const    -0.011721
vwretd    1.954032
dtype: float64, 86102: const     0.004826
vwretd    0.841444
dtype: float64, 86103: const    -0.298333
vwretd    1.759351
dtype: float64, 86104: const    -0.011425
vwretd    0.370839
dtype: float64, 86105: const     0.006010
vwretd    0.472789
dtype: float64, 86106: const     0.005171
vwretd    0.412383
dtype: float64, 86107: const     0.080604
vwretd    0.999358
dtype: float64, 86108: const    -0.063206
vwretd    0.875493
dtype: float64, 86109: const    -0.011131
vwretd    1.372643
dtype: float64, 86110: const    -0.023396
vwretd    1.614122
dtype: float64, 86111: const     0.008793
vwretd    1.051107
dtype: float64, 86112: const    -0.028604
vwretd    0.578661
dtype: float64, 86113: const    -0.001754
vwretd    1.048476
dtype: float64, 86115: const    -0.004209
vwretd    2.093316
dtype: float64, 86116: const     0.032028
vwretd    1.784675
dtype: float64, 86117: const    -0.002449
vwretd    0.943849
dtype: float64, 86118: const    -0.005329
vwretd    0.756018
dtype: float64, 86120: const     0.001038
vwretd    0.661726
dtype: float64, 86121: const     0.013815
vwretd    1.063635
dtype: float64, 86122: const     0.011876
vwretd    1.788119
dtype: float64, 86123: const     0.039582
vwretd    1.832467
dtype: float64, 86124: const     0.005593
vwretd    0.565073
dtype: float64, 86127: const    -0.001392
vwretd    0.868185
dtype: float64, 86128: const     0.007043
vwretd    1.722491
dtype: float64, 86130: const     0.154620
vwretd    1.371892
dtype: float64, 86131: const     0.006130
vwretd    1.609439
dtype: float64, 86132: const     0.028033
vwretd   -0.229638
dtype: float64, 86133: const     0.035245
vwretd   -0.211510
dtype: float64, 86134: const    -0.033717
vwretd    0.157130
dtype: float64, 86135: const    -0.006106
vwretd    1.374545
dtype: float64, 86136: const     0.007903
vwretd    0.438159
dtype: float64, 86137: const    -0.021989
vwretd    0.965640
dtype: float64, 86138: const     0.003111
vwretd    0.639660
dtype: float64, 86139: const     0.026983
vwretd    0.449844
dtype: float64, 86140: const    -0.074805
vwretd    1.325416
dtype: float64, 86142: const     0.043051
vwretd    0.988991
dtype: float64, 86143: const     0.000820
vwretd    0.517725
dtype: float64, 86144: const     0.004700
vwretd    1.218799
dtype: float64, 86145: const     0.030413
vwretd    0.929903
dtype: float64, 86146: const     0.063376
vwretd    0.722716
dtype: float64, 86147: const     0.061581
vwretd    0.465343
dtype: float64, 86148: const    -0.038476
vwretd    2.369777
dtype: float64, 86149: const     0.06038
vwretd    0.38014
dtype: float64, 86150: const    -0.00423
vwretd    1.51390
dtype: float64, 86151: const     0.000181
vwretd    0.134202
dtype: float64, 86152: const     0.045383
vwretd   -0.374764
dtype: float64, 86153: const     0.139305
vwretd   -1.488888
dtype: float64, 86154: const     0.014901
vwretd    1.021500
dtype: float64, 86155: const    -0.008632
vwretd    2.100709
dtype: float64, 86156: const     0.001150
vwretd    1.202048
dtype: float64, 86157: const     0.008572
vwretd    0.611240
dtype: float64, 86158: const     0.015604
vwretd    1.281157
dtype: float64, 86159: const     0.014132
vwretd    0.675275
dtype: float64, 86160: const     0.019647
vwretd   -0.001607
dtype: float64, 86161: const    -0.006509
vwretd    0.502813
dtype: float64, 86162: const    -0.009546
vwretd    0.980748
dtype: float64, 86163: const     0.011347
vwretd    0.101771
dtype: float64, 86164: const     0.014987
vwretd    0.990190
dtype: float64, 86165: const     0.006893
vwretd    2.003506
dtype: float64, 86166: const     0.019109
vwretd    0.352343
dtype: float64, 86167: const     0.006013
vwretd    1.116997
dtype: float64, 86168: const     0.025052
vwretd    1.661865
dtype: float64, 86169: const     0.008964
vwretd   -0.330058
dtype: float64, 86170: const    -0.006377
vwretd    1.082876
dtype: float64, 86171: const    -0.014482
vwretd    0.474130
dtype: float64, 86172: const     0.145899
vwretd    4.623078
dtype: float64, 86173: const     0.047981
vwretd    5.404561
dtype: float64, 86174: const     0.013555
vwretd    3.242943
dtype: float64, 86175: const    -0.049064
vwretd    0.621798
dtype: float64, 86176: const     0.012089
vwretd    0.690646
dtype: float64, 86177: const    -0.124223
vwretd   -1.384947
dtype: float64, 86178: const     0.016796
vwretd    1.341250
dtype: float64, 86179: const    -0.065175
vwretd    0.282905
dtype: float64, 86180: const     0.004714
vwretd    2.290384
dtype: float64, 86181: const     0.069356
vwretd    0.478283
dtype: float64, 86182: const     0.012751
vwretd    0.824580
dtype: float64, 86183: const    -0.036686
vwretd    0.880081
dtype: float64, 86185: const     0.018865
vwretd    0.794451
dtype: float64, 86186: const    -0.008283
vwretd    1.056223
dtype: float64, 86187: const     0.015949
vwretd    1.409221
dtype: float64, 86188: const     0.033040
vwretd    1.674876
dtype: float64, 86189: const    -0.018407
vwretd    0.735940
dtype: float64, 86190: const     0.018940
vwretd    1.701323
dtype: float64, 86191: const    -0.002913
vwretd    0.535383
dtype: float64, 86192: const     0.001114
vwretd    1.785814
dtype: float64, 86193: const    -0.043930
vwretd    2.909614
dtype: float64, 86194: const     0.010930
vwretd    4.522555
dtype: float64, 86195: const    -0.004365
vwretd    0.441946
dtype: float64, 86196: const     0.018847
vwretd    1.072474
dtype: float64, 86197: const    -0.020932
vwretd    1.341081
dtype: float64, 86198: const    -0.021398
vwretd    1.298057
dtype: float64, 86199: const     0.009448
vwretd    0.698889
dtype: float64, 86200: const     0.020623
vwretd    1.914365
dtype: float64, 86204: const     0.005887
vwretd    1.169219
dtype: float64, 86207: const     0.035736
vwretd    1.422377
dtype: float64, 86208: const    -0.045110
vwretd    1.951657
dtype: float64, 86209: const     0.009255
vwretd    0.397689
dtype: float64, 86210: const     0.021442
vwretd   -0.025859
dtype: float64, 86211: const     0.009898
vwretd    2.455006
dtype: float64, 86212: const    -0.033619
vwretd    1.721114
dtype: float64, 86213: const     0.110133
vwretd    4.679004
dtype: float64, 86214: const     0.010820
vwretd    1.255267
dtype: float64, 86215: const     0.018646
vwretd    0.366039
dtype: float64, 86216: const    -0.027747
vwretd    3.199400
dtype: float64, 86217: const     0.023901
vwretd    0.078127
dtype: float64, 86218: const     0.005984
vwretd    0.750678
dtype: float64, 86219: const     0.039909
vwretd   -0.575078
dtype: float64, 86221: const     0.003214
vwretd    0.564025
dtype: float64, 86222: const     0.000773
vwretd    0.728176
dtype: float64, 86223: const     0.009567
vwretd    0.616816
dtype: float64, 86224: const    -0.01568
vwretd    2.57559
dtype: float64, 86225: const    -0.024261
vwretd   -0.807255
dtype: float64, 86226: const    -0.016573
vwretd    1.005800
dtype: float64, 86227: const    -0.019427
vwretd    1.332890
dtype: float64, 86228: const     0.008329
vwretd    0.603128
dtype: float64, 86230: const     0.000730
vwretd   -0.565772
dtype: float64, 86233: const     0.001479
vwretd    1.834755
dtype: float64, 86234: const     0.025943
vwretd    4.592515
dtype: float64, 86235: const     0.044747
vwretd    3.095766
dtype: float64, 86236: const     0.010946
vwretd    2.394288
dtype: float64, 86237: const     0.015367
vwretd    1.190056
dtype: float64, 86238: const     0.010529
vwretd    3.704348
dtype: float64, 86239: const    -0.008517
vwretd    1.636057
dtype: float64, 86240: const     0.005951
vwretd    0.187118
dtype: float64, 86241: const     0.059554
vwretd    3.455578
dtype: float64, 86242: const     0.003062
vwretd    1.466013
dtype: float64, 86243: const    -0.084623
vwretd    1.195321
dtype: float64, 86244: const     0.009676
vwretd    2.805878
dtype: float64, 86245: const     0.014590
vwretd    0.142761
dtype: float64, 86246: const    -0.000087
vwretd    3.134917
dtype: float64, 86247: const    -0.003343
vwretd    0.519634
dtype: float64, 86248: const     0.022424
vwretd    0.806115
dtype: float64, 86249: const     0.004096
vwretd    1.640422
dtype: float64, 86250: const     0.006392
vwretd    0.895512
dtype: float64, 86251: const    -0.010892
vwretd    1.564698
dtype: float64, 86252: const     0.029639
vwretd    1.945040
dtype: float64, 86253: const     0.004955
vwretd    0.468943
dtype: float64, 86254: const     0.060833
vwretd    2.232167
dtype: float64, 86255: const     0.010030
vwretd    0.492203
dtype: float64, 86256: const    -0.091593
vwretd    2.605706
dtype: float64, 86257: const    -0.164737
vwretd   -0.049417
dtype: float64, 86258: const     0.013687
vwretd    1.111895
dtype: float64, 86259: const     0.024796
vwretd    0.956809
dtype: float64, 86260: const     0.000955
vwretd    1.492744
dtype: float64, 86261: const     0.018871
vwretd    0.342772
dtype: float64, 86262: const     0.053523
vwretd    4.306879
dtype: float64, 86263: const     0.005459
vwretd    0.731849
dtype: float64, 86264: const     0.007444
vwretd   -0.198443
dtype: float64, 86265: const     0.002852
vwretd    0.923292
dtype: float64, 86266: const    -0.050769
vwretd    1.761565
dtype: float64, 86267: const     0.020886
vwretd    0.168142
dtype: float64, 86268: const     0.019527
vwretd    0.473394
dtype: float64, 86269: const     0.011777
vwretd    0.026583
dtype: float64, 86270: const    -0.004985
vwretd    1.411398
dtype: float64, 86271: const    -0.102156
vwretd   -0.653030
dtype: float64, 86272: const    -0.010235
vwretd    0.475801
dtype: float64, 86273: const    -0.001872
vwretd    2.019183
dtype: float64, 86274: const    -0.045059
vwretd    2.719251
dtype: float64, 86275: const     0.023299
vwretd   -0.424668
dtype: float64, 86276: const     0.053120
vwretd   -0.763277
dtype: float64, 86277: const     0.026748
vwretd   -0.164427
dtype: float64, 86278: const    -0.124910
vwretd    1.210632
dtype: float64, 86279: const     0.012440
vwretd    0.278321
dtype: float64, 86281: const     0.009879
vwretd    2.441825
dtype: float64, 86282: const    -0.055174
vwretd   -0.005463
dtype: float64, 86283: const     0.027712
vwretd    4.134798
dtype: float64, 86284: const     0.003851
vwretd    0.803613
dtype: float64, 86285: const     0.011563
vwretd    1.082688
dtype: float64, 86286: const     0.011478
vwretd    0.138958
dtype: float64, 86287: const     0.007135
vwretd    0.633654
dtype: float64, 86288: const     0.010493
vwretd    1.331771
dtype: float64, 86289: const    -0.034988
vwretd    1.360193
dtype: float64, 86290: const     0.011661
vwretd    1.085545
dtype: float64, 86291: const    -0.002164
vwretd    0.819605
dtype: float64, 86293: const     0.016006
vwretd   -0.027521
dtype: float64, 86294: const     0.002281
vwretd    3.596249
dtype: float64, 86295: const     0.023467
vwretd    0.136509
dtype: float64, 86296: const     0.030605
vwretd    5.112308
dtype: float64, 86297: const    -0.040715
vwretd    2.516635
dtype: float64, 86298: const    -0.015737
vwretd    2.751748
dtype: float64, 86299: const     0.009620
vwretd    0.884854
dtype: float64, 86300: const    -0.013532
vwretd    0.527152
dtype: float64, 86301: const     0.004299
vwretd    0.692764
dtype: float64, 86302: const    -0.000014
vwretd    0.936649
dtype: float64, 86303: const     0.010643
vwretd    0.478891
dtype: float64, 86304: const     0.029311
vwretd   -1.062976
dtype: float64, 86305: const    -0.001345
vwretd    1.262137
dtype: float64, 86306: const    -0.004224
vwretd    0.307092
dtype: float64, 86307: const     0.015687
vwretd    1.025591
dtype: float64, 86308: const     0.019227
vwretd    0.280503
dtype: float64, 86309: const    -0.089505
vwretd    0.985706
dtype: float64, 86310: const    -0.050824
vwretd   -4.184370
dtype: float64, 86311: const     0.01071
vwretd    3.89068
dtype: float64, 86312: const     0.006342
vwretd    0.299479
dtype: float64, 86313: const     0.006284
vwretd    0.613629
dtype: float64, 86314: const     0.000095
vwretd    1.303732
dtype: float64, 86315: const     0.022336
vwretd   -0.276770
dtype: float64, 86316: const     0.007505
vwretd    1.048257
dtype: float64, 86317: const     0.071061
vwretd    7.465175
dtype: float64, 86318: const    -0.015858
vwretd    3.319526
dtype: float64, 86319: const    -0.014651
vwretd    0.571719
dtype: float64, 86320: const     0.020964
vwretd    0.660195
dtype: float64, 86321: const    -0.020896
vwretd   -0.336951
dtype: float64, 86322: const     0.012937
vwretd    1.793486
dtype: float64, 86323: const     0.007445
vwretd    1.525406
dtype: float64, 86324: const     0.008028
vwretd    2.523250
dtype: float64, 86325: const     0.111148
vwretd    5.432079
dtype: float64, 86326: const    -0.065722
vwretd    3.032109
dtype: float64, 86327: const    -0.055684
vwretd    3.040586
dtype: float64, 86328: const    -0.061237
vwretd    3.428165
dtype: float64, 86329: const    -0.019404
vwretd    1.041903
dtype: float64, 86330: const     0.007699
vwretd    3.294145
dtype: float64, 86331: const    -0.050468
vwretd    0.107586
dtype: float64, 86332: const     0.015485
vwretd   -0.055151
dtype: float64, 86333: const     0.006595
vwretd    1.075755
dtype: float64, 86334: const    -0.026359
vwretd    5.240613
dtype: float64, 86335: const    -0.000488
vwretd    1.817016
dtype: float64, 86337: const     0.025782
vwretd    2.518501
dtype: float64, 86338: const     0.01898
vwretd    3.44655
dtype: float64, 86339: const     0.007485
vwretd    1.292836
dtype: float64, 86340: const    -0.006821
vwretd   -0.164338
dtype: float64, 86341: const     0.007774
vwretd    0.462096
dtype: float64, 86342: const    -0.002251
vwretd    5.568915
dtype: float64, 86343: const    -0.088208
vwretd    5.685893
dtype: float64, 86344: const    -0.006274
vwretd    1.888975
dtype: float64, 86345: const     0.002698
vwretd   -0.088529
dtype: float64, 86347: const    -0.018234
vwretd   -0.180462
dtype: float64, 86348: const    -0.005158
vwretd   -0.420628
dtype: float64, 86349: const     0.001811
vwretd    1.382265
dtype: float64, 86350: const     0.038739
vwretd   -0.271388
dtype: float64, 86351: const     0.005728
vwretd    0.667222
dtype: float64, 86352: const     0.037339
vwretd    0.492354
dtype: float64, 86353: const     0.018328
vwretd    0.610446
dtype: float64, 86354: const     0.016821
vwretd    0.135103
dtype: float64, 86355: const    -0.016639
vwretd    2.472975
dtype: float64, 86356: const     0.003692
vwretd    1.483635
dtype: float64, 86357: const     0.025168
vwretd    0.106080
dtype: float64, 86359: const     0.042808
vwretd    0.541325
dtype: float64, 86360: const     0.012040
vwretd    4.492025
dtype: float64, 86361: const    -0.048477
vwretd    0.330720
dtype: float64, 86362: const     0.020141
vwretd    1.585489
dtype: float64, 86363: const    -0.036892
vwretd    4.873718
dtype: float64, 86365: const     0.010056
vwretd    0.771984
dtype: float64, 86366: const     0.014762
vwretd    0.318042
dtype: float64, 86367: const    -0.001831
vwretd    0.198074
dtype: float64, 86368: const     0.006880
vwretd    0.335062
dtype: float64, 86369: const     0.001752
vwretd    0.470760
dtype: float64, 86370: const     0.026852
vwretd    1.372916
dtype: float64, 86371: const    -0.044519
vwretd    2.584474
dtype: float64, 86372: const     0.004745
vwretd    1.137242
dtype: float64, 86374: const    -0.022295
vwretd    0.046532
dtype: float64, 86375: const    -0.019551
vwretd   -0.229982
dtype: float64, 86376: const     0.002135
vwretd    0.492919
dtype: float64, 86377: const     0.014697
vwretd    1.577608
dtype: float64, 86379: const     0.044469
vwretd    3.297527
dtype: float64, 86380: const     0.035605
vwretd    1.228897
dtype: float64, 86381: const     0.000337
vwretd    1.649943
dtype: float64, 86382: const     0.000800
vwretd    0.607739
dtype: float64, 86383: const    -0.042463
vwretd    0.653809
dtype: float64, 86384: const     0.004159
vwretd    0.628390
dtype: float64, 86385: const     0.034987
vwretd    0.287644
dtype: float64, 86386: const    -0.136595
vwretd    0.565575
dtype: float64, 86387: const     0.017889
vwretd    0.047371
dtype: float64, 86388: const    -0.009908
vwretd    1.095513
dtype: float64, 86389: const     0.026343
vwretd    0.050856
dtype: float64, 86390: const    -0.079559
vwretd   -0.893835
dtype: float64, 86391: const    -0.004398
vwretd   -0.054612
dtype: float64, 86392: const     0.030872
vwretd   -0.126132
dtype: float64, 86393: const     0.037249
vwretd   -0.078856
dtype: float64, 86394: const     0.080553
vwretd   -2.437970
dtype: float64, 86395: const     0.016092
vwretd    1.696589
dtype: float64, 86396: const     0.015069
vwretd    0.497556
dtype: float64, 86397: const     0.010275
vwretd    0.139241
dtype: float64, 86398: const     0.007454
vwretd    0.158357
dtype: float64, 86400: const    -0.027590
vwretd    0.222414
dtype: float64, 86401: const     0.005761
vwretd    1.250595
dtype: float64, 86402: const     0.012763
vwretd    1.704484
dtype: float64, 86403: const    -0.003641
vwretd    1.014972
dtype: float64, 86404: const     0.018427
vwretd   -0.008366
dtype: float64, 86405: const     0.007369
vwretd    1.357117
dtype: float64, 86407: const    -0.127549
vwretd    4.275813
dtype: float64, 86408: const     0.003781
vwretd    1.095201
dtype: float64, 86411: const     0.005919
vwretd    0.420036
dtype: float64, 86412: const    -0.010782
vwretd    2.654454
dtype: float64, 86413: const    -0.001547
vwretd    1.219773
dtype: float64, 86414: const     0.013588
vwretd    2.729949
dtype: float64, 86415: const    -0.029535
vwretd    1.554765
dtype: float64, 86416: const     0.002020
vwretd    0.498672
dtype: float64, 86417: const     0.083631
vwretd    3.383081
dtype: float64, 86418: const     0.012359
vwretd    2.351178
dtype: float64, 86419: const     0.003626
vwretd    0.808103
dtype: float64, 86420: const     0.034687
vwretd    2.366796
dtype: float64, 86421: const    -0.030700
vwretd    0.705716
dtype: float64, 86422: const    -0.069590
vwretd    2.161259
dtype: float64, 86423: const    -0.022745
vwretd    0.999661
dtype: float64, 86424: const    -0.208814
vwretd    0.032428
dtype: float64, 86425: const    -0.044262
vwretd    1.620743
dtype: float64, 86426: const     0.066405
vwretd    3.356993
dtype: float64, 86427: const    -0.014262
vwretd    0.790929
dtype: float64, 86428: const     0.017093
vwretd    2.772159
dtype: float64, 86429: const    -0.021433
vwretd    0.267591
dtype: float64, 86430: const    -0.093923
vwretd    1.837807
dtype: float64, 86431: const    -0.014104
vwretd    1.097941
dtype: float64, 86432: const     0.007559
vwretd    0.739996
dtype: float64, 86433: const     0.024626
vwretd    0.591786
dtype: float64, 86434: const    -0.005246
vwretd    0.386945
dtype: float64, 86435: const     0.003139
vwretd    1.261954
dtype: float64, 86436: const    -0.101626
vwretd    3.440532
dtype: float64, 86437: const     0.008245
vwretd    0.605245
dtype: float64, 86438: const    -0.007708
vwretd    0.471827
dtype: float64, 86440: const     0.014196
vwretd    0.801379
dtype: float64, 86441: const    -0.007968
vwretd    2.844970
dtype: float64, 86442: const     0.003692
vwretd    0.354148
dtype: float64, 86443: const     0.021426
vwretd   -0.153333
dtype: float64, 86444: const     0.007364
vwretd    2.479201
dtype: float64, 86445: const     0.006103
vwretd    1.058253
dtype: float64, 86446: const    -0.092961
vwretd    1.384257
dtype: float64, 86447: const     0.013143
vwretd    0.780447
dtype: float64, 86448: const     0.022773
vwretd    0.264430
dtype: float64, 86449: const     0.000830
vwretd    1.082972
dtype: float64, 86450: const    -0.005795
vwretd    2.007861
dtype: float64, 86451: const     0.003195
vwretd    0.694971
dtype: float64, 86452: const     0.003506
vwretd    0.463681
dtype: float64, 86453: const     0.001245
vwretd    1.045152
dtype: float64, 86454: const     0.002428
vwretd    1.029873
dtype: float64, 86455: const    -0.001490
vwretd    1.098005
dtype: float64, 86456: const     0.000667
vwretd    1.056778
dtype: float64, 86457: const    -0.000612
vwretd    1.248184
dtype: float64, 86458: const     0.004318
vwretd    0.408909
dtype: float64, 86459: const     0.038776
vwretd    0.305406
dtype: float64, 86460: const     0.030991
vwretd    0.376488
dtype: float64, 86461: const     0.006206
vwretd   -0.062347
dtype: float64, 86462: const    -0.023434
vwretd    0.664646
dtype: float64, 86463: const    -0.020461
vwretd    0.691422
dtype: float64, 86464: const    -0.021544
vwretd    0.751783
dtype: float64, 86465: const     0.005445
vwretd    0.201276
dtype: float64, 86466: const    -0.023335
vwretd    0.699954
dtype: float64, 86467: const     0.004822
vwretd    0.120672
dtype: float64, 86468: const     0.004914
vwretd    0.119910
dtype: float64, 86469: const     0.003875
vwretd    0.085772
dtype: float64, 86470: const     0.013577
vwretd    0.209696
dtype: float64, 86471: const     0.012736
vwretd    0.321999
dtype: float64, 86472: const     0.013868
vwretd    0.178247
dtype: float64, 86473: const     0.005245
vwretd    0.101548
dtype: float64, 86474: const     0.011680
vwretd    1.120083
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vwretd    0.132661
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vwretd    0.097996
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vwretd    0.101832
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vwretd    0.071598
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vwretd    0.152339
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vwretd    0.098605
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vwretd    0.015918
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vwretd    0.359164
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vwretd    0.044367
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vwretd   -0.037672
dtype: float64, 86485: const     0.005603
vwretd    0.076365
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vwretd    0.101043
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vwretd    1.961118
dtype: float64, 86496: const    -0.003192
vwretd    2.900704
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vwretd    0.463056
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vwretd    5.337710
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vwretd    3.679246
dtype: float64, 86503: const     0.011720
vwretd    0.863401
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vwretd    1.075361
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vwretd    0.820313
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vwretd    1.935402
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vwretd   -0.039121
dtype: float64, 86516: const     0.008940
vwretd   -0.108074
dtype: float64, 86519: const     0.065743
vwretd    2.909759
dtype: float64, 86520: const    -0.042533
vwretd    1.788653
dtype: float64, 86521: const    -0.029362
vwretd    2.099209
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vwretd    2.620426
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vwretd    1.649519
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vwretd    1.984425
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vwretd    0.482768
dtype: float64, 86527: const    -0.001348
vwretd    1.455138
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vwretd   -0.176393
dtype: float64, 86529: const     0.006136
vwretd    0.005787
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vwretd    0.736224
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vwretd    0.947678
dtype: float64, 86532: const    -0.028001
vwretd    3.982390
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vwretd    0.162578
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vwretd    0.717045
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vwretd    1.941675
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vwretd    1.705993
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vwretd    0.229120
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vwretd    1.314717
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vwretd    1.567638
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vwretd    3.606416
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vwretd   -0.131280
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vwretd    2.631745
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vwretd    0.174618
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vwretd    1.762351
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vwretd    1.406181
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vwretd    1.802378
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vwretd    0.907183
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vwretd    0.201826
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vwretd    0.105417
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vwretd    0.011014
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vwretd    0.091204
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vwretd    0.047558
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vwretd    1.452164
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vwretd    0.037692
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vwretd    0.198302
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vwretd    0.151702
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vwretd    0.091391
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vwretd    1.878971
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vwretd    2.195547
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vwretd    1.498559
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vwretd    0.060715
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vwretd    3.545854
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vwretd    0.254929
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vwretd   -0.038484
dtype: float64, 86568: const     0.024366
vwretd   -0.249216
dtype: float64, 86569: const    -0.029320
vwretd    2.634856
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vwretd    0.063090
dtype: float64, 86572: const     0.012349
vwretd    1.671747
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vwretd    0.161709
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vwretd    1.064701
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vwretd    0.255480
dtype: float64, 86576: const    -0.004783
vwretd    0.267993
dtype: float64, 86577: const     0.013189
vwretd    0.940762
dtype: float64, 86578: const     0.009416
vwretd    1.496164
dtype: float64, 86579: const     0.014516
vwretd    1.357898
dtype: float64, 86580: const     0.023453
vwretd    2.070969
dtype: float64, 86581: const     0.005939
vwretd    1.751168
dtype: float64, 86582: const     0.007030
vwretd    0.858705
dtype: float64, 86583: const     0.008809
vwretd    0.595185
dtype: float64, 86584: const     0.065509
vwretd    1.257297
dtype: float64, 86585: const     0.002414
vwretd    2.278297
dtype: float64, 86586: const    -0.010046
vwretd    3.876226
dtype: float64, 86587: const     0.034186
vwretd   -0.303460
dtype: float64, 86589: const    -0.025874
vwretd    0.112194
dtype: float64, 86590: const     0.004460
vwretd    0.514559
dtype: float64, 86591: const    -0.016972
vwretd    1.015759
dtype: float64, 86592: const    -0.047407
vwretd    4.493101
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vwretd    1.281107
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vwretd    1.532878
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vwretd    0.623281
dtype: float64, 86596: const     0.005939
vwretd   -0.785174
dtype: float64, 86597: const     0.022678
vwretd    1.457019
dtype: float64, 86598: const     0.004234
vwretd   -0.619865
dtype: float64, 86599: const    -0.005025
vwretd   -0.395835
dtype: float64, 86600: const    -0.003222
vwretd   -0.442132
dtype: float64, 86601: const     0.001016
vwretd   -0.586181
dtype: float64, 86602: const     0.009174
vwretd    1.003881
dtype: float64, 86610: const    -0.029439
vwretd    1.214897
dtype: float64, 86626: const    -0.005862
vwretd    0.819694
dtype: float64, 86634: const    -0.021271
vwretd    0.547763
dtype: float64, 86642: const    -0.016671
vwretd    1.130556
dtype: float64, 86669: const    -0.081527
vwretd    0.097057
dtype: float64, 86677: const    -0.005656
vwretd    1.037101
dtype: float64, 86685: const    -0.001712
vwretd    0.915506
dtype: float64, 86693: const     0.016001
vwretd    1.073884
dtype: float64, 86706: const     0.010185
vwretd    0.861259
dtype: float64, 86709: const     0.006267
vwretd    0.956366
dtype: float64, 86710: const     0.051302
vwretd   -0.451601
dtype: float64, 86711: const    -0.096353
vwretd    2.533271
dtype: float64, 86712: const    -0.144696
vwretd    1.131201
dtype: float64, 86713: const     0.017393
vwretd    1.402699
dtype: float64, 86714: const     0.004974
vwretd    1.381649
dtype: float64, 86715: const    -0.006341
vwretd    0.896003
dtype: float64, 86716: const     0.027972
vwretd    0.605841
dtype: float64, 86717: const     0.004046
vwretd    1.588628
dtype: float64, 86718: const     0.010974
vwretd    2.047804
dtype: float64, 86719: const     0.011186
vwretd    0.973029
dtype: float64, 86720: const     0.007430
vwretd    1.051381
dtype: float64, 86721: const     0.004681
vwretd    1.119087
dtype: float64, 86723: const    -0.087522
vwretd    2.346249
dtype: float64, 86724: const     0.012464
vwretd    2.651702
dtype: float64, 86725: const     0.014325
vwretd    1.008516
dtype: float64, 86727: const     0.011924
vwretd    2.256581
dtype: float64, 86728: const     0.010014
vwretd    1.333070
dtype: float64, 86729: const     0.003874
vwretd    2.059789
dtype: float64, 86730: const    -0.091040
vwretd    1.760388
dtype: float64, 86731: const     0.011754
vwretd    2.901017
dtype: float64, 86732: const    -0.061174
vwretd    1.254662
dtype: float64, 86733: const     0.041652
vwretd    2.216077
dtype: float64, 86734: const     0.025214
vwretd    0.633476
dtype: float64, 86735: const     0.032428
vwretd    3.654820
dtype: float64, 86736: const    -0.087900
vwretd    3.067751
dtype: float64, 86737: const     0.063930
vwretd    0.522282
dtype: float64, 86738: const    -0.032007
vwretd    4.310072
dtype: float64, 86739: const     0.004306
vwretd    2.466478
dtype: float64, 86740: const     0.077997
vwretd    0.352893
dtype: float64, 86741: const     0.055191
vwretd    4.746707
dtype: float64, 86742: const     0.021362
vwretd    3.178476
dtype: float64, 86743: const     0.008625
vwretd    0.792172
dtype: float64, 86744: const    -0.003301
vwretd    0.350945
dtype: float64, 86745: const     0.004692
vwretd    2.005197
dtype: float64, 86746: const     0.000595
vwretd    1.987095
dtype: float64, 86747: const     0.007667
vwretd    2.319812
dtype: float64, 86748: const    -0.022385
vwretd   -0.416908
dtype: float64, 86749: const    -0.113934
vwretd   -0.156733
dtype: float64, 86750: const    -0.002131
vwretd    0.814840
dtype: float64, 86751: const     0.008253
vwretd    0.013762
dtype: float64, 86753: const    -0.001832
vwretd   -0.526784
dtype: float64, 86754: const     0.004078
vwretd    0.123819
dtype: float64, 86755: const    -0.000209
vwretd    1.304613
dtype: float64, 86756: const     0.015131
vwretd    0.783813
dtype: float64, 86757: const    -0.000784
vwretd    1.446315
dtype: float64, 86758: const     0.006829
vwretd    0.434938
dtype: float64, 86759: const    -0.001541
vwretd    1.341384
dtype: float64, 86760: const     0.023112
vwretd    0.769830
dtype: float64, 86761: const     0.020627
vwretd    0.149052
dtype: float64, 86762: const     0.014765
vwretd    0.110090
dtype: float64, 86763: const    -0.003576
vwretd    1.497034
dtype: float64, 86764: const    -0.004343
vwretd    1.594721
dtype: float64, 86765: const    -0.031984
vwretd    1.331157
dtype: float64, 86766: const    -0.087346
vwretd    2.033873
dtype: float64, 86767: const     0.031385
vwretd    5.833592
dtype: float64, 86768: const    -0.018128
vwretd    3.498737
dtype: float64, 86769: const    -0.00555
vwretd   -0.09210
dtype: float64, 86770: const     0.029480
vwretd    0.591288
dtype: float64, 86771: const    -0.002888
vwretd    0.656611
dtype: float64, 86772: const    -0.037356
vwretd    3.732299
dtype: float64, 86773: const     0.006397
vwretd    1.414373
dtype: float64, 86774: const     0.011477
vwretd    1.141194
dtype: float64, 86775: const    -0.063906
vwretd   -0.447660
dtype: float64, 86776: const     0.007130
vwretd    1.359534
dtype: float64, 86777: const     0.007676
vwretd    3.561748
dtype: float64, 86778: const     0.002608
vwretd    1.781916
dtype: float64, 86779: const     0.087970
vwretd    3.039727
dtype: float64, 86780: const    -0.002999
vwretd    1.995980
dtype: float64, 86781: const    -0.151344
vwretd    1.146376
dtype: float64, 86782: const    -0.055279
vwretd    1.794963
dtype: float64, 86783: const     0.011207
vwretd    1.795218
dtype: float64, 86784: const    -0.058330
vwretd    3.798792
dtype: float64, 86785: const     0.010165
vwretd    1.019144
dtype: float64, 86786: const     0.021475
vwretd    0.167693
dtype: float64, 86787: const    -0.010545
vwretd    2.694897
dtype: float64, 86788: const     0.027742
vwretd    0.192447
dtype: float64, 86789: const     0.010402
vwretd    1.372540
dtype: float64, 86790: const    -0.054411
vwretd   -0.202124
dtype: float64, 86791: const     0.020319
vwretd    1.857708
dtype: float64, 86792: const     0.033882
vwretd    2.812623
dtype: float64, 86793: const     0.000746
vwretd    0.805201
dtype: float64, 86794: const     0.047091
vwretd    0.299871
dtype: float64, 86795: const     0.008617
vwretd    4.098805
dtype: float64, 86797: const    -0.047603
vwretd    2.507192
dtype: float64, 86799: const     0.008124
vwretd    1.231974
dtype: float64, 86800: const    -0.004114
vwretd   -0.140578
dtype: float64, 86801: const    -0.071199
vwretd    0.780670
dtype: float64, 86802: const    -0.000513
vwretd    0.356863
dtype: float64, 86804: const     0.009893
vwretd    1.311028
dtype: float64, 86806: const     0.007222
vwretd    2.821727
dtype: float64, 86807: const     0.063389
vwretd    0.914843
dtype: float64, 86808: const     0.026745
vwretd    0.829627
dtype: float64, 86809: const     0.012346
vwretd    0.946850
dtype: float64, 86810: const     0.011657
vwretd    1.338607
dtype: float64, 86811: const    -0.057326
vwretd    1.960081
dtype: float64, 86812: const     0.005554
vwretd    0.427591
dtype: float64, 86813: const     0.033464
vwretd    0.870326
dtype: float64, 86814: const     0.004693
vwretd    0.478854
dtype: float64, 86815: const     0.095118
vwretd    2.753381
dtype: float64, 86816: const    -0.065191
vwretd    2.911864
dtype: float64, 86817: const    -0.061485
vwretd    3.043094
dtype: float64, 86818: const     0.014135
vwretd    0.970105
dtype: float64, 86819: const     0.010496
vwretd    1.825733
dtype: float64, 86820: const     0.007165
vwretd    0.359551
dtype: float64, 86821: const    -0.009026
vwretd    1.221391
dtype: float64, 86822: const     0.002940
vwretd    2.300067
dtype: float64, 86823: const     0.006188
vwretd    0.240726
dtype: float64, 86824: const     0.025567
vwretd    0.329024
dtype: float64, 86826: const     0.014501
vwretd    0.031828
dtype: float64, 86827: const     0.002454
vwretd    1.229647
dtype: float64, 86828: const    -0.012043
vwretd    3.088423
dtype: float64, 86829: const    -0.014601
vwretd    2.134632
dtype: float64, 86830: const     0.012849
vwretd    2.163401
dtype: float64, 86831: const     0.006482
vwretd    1.742056
dtype: float64, 86832: const    -0.064220
vwretd    0.362813
dtype: float64, 86833: const     0.092225
vwretd    4.775032
dtype: float64, 86834: const    -0.171879
vwretd    1.237124
dtype: float64, 86835: const    -0.010071
vwretd    1.114142
dtype: float64, 86836: const     0.009908
vwretd    2.706001
dtype: float64, 86837: const    -0.002707
vwretd    0.868246
dtype: float64, 86838: const     0.018557
vwretd    2.554392
dtype: float64, 86839: const     0.000238
vwretd    1.170330
dtype: float64, 86840: const     0.008513
vwretd    2.482398
dtype: float64, 86841: const     0.003464
vwretd    4.468356
dtype: float64, 86842: const    -0.057494
vwretd    3.180563
dtype: float64, 86843: const     0.066982
vwretd    1.077979
dtype: float64, 86844: const     0.017092
vwretd    4.166335
dtype: float64, 86845: const     0.013154
vwretd    0.510876
dtype: float64, 86846: const     0.044045
vwretd    4.141324
dtype: float64, 86847: const     0.035564
vwretd    2.047983
dtype: float64, 86848: const    -0.060981
vwretd    3.903798
dtype: float64, 86849: const    -0.232462
vwretd   -0.760271
dtype: float64, 86850: const    -0.00833
vwretd    2.79765
dtype: float64, 86853: const     0.013178
vwretd    1.276852
dtype: float64, 86858: const    -0.015444
vwretd    1.134982
dtype: float64, 86859: const     0.054567
vwretd   -0.337547
dtype: float64, 86860: const    -0.034016
vwretd    6.179891
dtype: float64, 86861: const     0.006453
vwretd    0.920307
dtype: float64, 86862: const    -0.162823
vwretd    2.418730
dtype: float64, 86863: const     0.047173
vwretd    0.713396
dtype: float64, 86864: const    -0.009230
vwretd    0.777284
dtype: float64, 86865: const     0.022431
vwretd   -0.210252
dtype: float64, 86866: const    -0.017219
vwretd    1.995594
dtype: float64, 86867: const    -0.024993
vwretd    1.300164
dtype: float64, 86868: const     0.001499
vwretd    1.498797
dtype: float64, 86869: const    -0.005118
vwretd    0.984491
dtype: float64, 86870: const     0.004701
vwretd    0.102553
dtype: float64, 86871: const     0.003843
vwretd    0.155565
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vwretd    0.155973
dtype: float64, 86873: const     0.010865
vwretd    0.107227
dtype: float64, 86876: const     0.008127
vwretd    1.735853
dtype: float64, 86878: const     0.003449
vwretd    1.095788
dtype: float64, 86879: const    -0.003632
vwretd   -1.837165
dtype: float64, 86880: const    -0.050955
vwretd    1.278899
dtype: float64, 86881: const    -0.001772
vwretd    2.223152
dtype: float64, 86882: const     0.015358
vwretd    5.262349
dtype: float64, 86883: const     0.108807
vwretd   -0.292922
dtype: float64, 86885: const    -0.047627
vwretd    2.674993
dtype: float64, 86886: const     0.115459
vwretd    1.022284
dtype: float64, 86887: const     0.007613
vwretd    0.588119
dtype: float64, 86889: const     0.003679
vwretd    1.896976
dtype: float64, 86890: const     0.011076
vwretd    2.181257
dtype: float64, 86891: const    -0.205995
vwretd    1.391003
dtype: float64, 86892: const     0.022941
vwretd    0.499346
dtype: float64, 86894: const    -0.194123
vwretd    0.233248
dtype: float64, 86895: const    -0.004519
vwretd    1.195007
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vwretd    0.566584
dtype: float64, 86897: const     0.006370
vwretd    2.532211
dtype: float64, 86898: const     0.072811
vwretd    5.879269
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vwretd    0.53647
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vwretd    4.494563
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vwretd    1.124701
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vwretd    2.57060
dtype: float64, 86903: const    -0.067234
vwretd    1.329591
dtype: float64, 86904: const    -0.029484
vwretd    2.645207
dtype: float64, 86905: const    -0.189341
vwretd    1.677070
dtype: float64, 86906: const     0.072279
vwretd    2.765976
dtype: float64, 86907: const    -0.117810
vwretd   -0.534868
dtype: float64, 86908: const     0.007596
vwretd    1.063325
dtype: float64, 86909: const    -0.002221
vwretd    1.819054
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vwretd    0.753985
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vwretd    0.802181
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vwretd    0.793474
dtype: float64, 86913: const    -0.013329
vwretd    4.691983
dtype: float64, 86914: const    -0.000998
vwretd    5.033775
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vwretd    0.440097
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vwretd    1.605195
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vwretd    1.914581
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vwretd    4.997998
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vwretd    1.270778
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vwretd    3.297775
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vwretd    0.450425
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vwretd    2.838958
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vwretd   -0.057741
dtype: float64, 86924: const    -0.002328
vwretd    1.258645
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vwretd    1.615281
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vwretd    2.438257
dtype: float64, 86927: const     0.030911
vwretd    1.674094
dtype: float64, 86928: const    -0.147027
vwretd    2.154272
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vwretd    1.908740
dtype: float64, 86930: const     0.017717
vwretd    3.072688
dtype: float64, 86931: const    -0.098703
vwretd    1.964631
dtype: float64, 86932: const     0.012043
vwretd    1.756495
dtype: float64, 86933: const    -0.037038
vwretd    1.489893
dtype: float64, 86934: const     0.009365
vwretd    2.884977
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vwretd    0.796099
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vwretd    3.830944
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vwretd   -0.761818
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vwretd    1.077268
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vwretd    3.657169
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vwretd    0.929157
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vwretd    0.538276
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vwretd    0.242880
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vwretd   -0.118350
dtype: float64, 86945: const     0.017086
vwretd    1.223562
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vwretd    0.405393
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vwretd    2.328993
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vwretd    0.068174
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vwretd    1.567389
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vwretd    2.932165
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vwretd   -0.137264
dtype: float64, 86952: const     0.030567
vwretd    1.368985
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vwretd    5.354425
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vwretd    3.996089
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vwretd    0.684858
dtype: float64, 86956: const     0.007902
vwretd    0.707484
dtype: float64, 86957: const    -0.035119
vwretd   -3.278254
dtype: float64, 86958: const     0.015934
vwretd    1.825206
dtype: float64, 86959: const    -0.00707
vwretd    1.55179
dtype: float64, 86960: const    -0.017221
vwretd    0.353218
dtype: float64, 86961: const     0.055713
vwretd    2.077449
dtype: float64, 86962: const    -0.040535
vwretd    3.284912
dtype: float64, 86963: const     0.031091
vwretd    0.436151
dtype: float64, 86964: const     0.007206
vwretd    1.850619
dtype: float64, 86965: const     0.006787
vwretd    1.090317
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vwretd    0.122507
dtype: float64, 86967: const     0.202167
vwretd    2.282919
dtype: float64, 86968: const     0.055308
vwretd    2.556150
dtype: float64, 86969: const     0.034342
vwretd    3.115770
dtype: float64, 86970: const     0.070850
vwretd    1.225242
dtype: float64, 86971: const     0.078427
vwretd   -0.248392
dtype: float64, 86972: const     0.030191
vwretd    3.770884
dtype: float64, 86973: const     0.023327
vwretd    0.957137
dtype: float64, 86974: const    -0.106447
vwretd    1.384383
dtype: float64, 86975: const    -0.005199
vwretd    1.708115
dtype: float64, 86976: const     0.001932
vwretd    1.633398
dtype: float64, 86977: const    -0.012498
vwretd    2.386147
dtype: float64, 86978: const     0.021714
vwretd    5.884688
dtype: float64, 86979: const     0.001558
vwretd    1.915665
dtype: float64, 86980: const    -0.085183
vwretd    3.735312
dtype: float64, 86981: const    -0.064738
vwretd    1.379936
dtype: float64, 86982: const     0.037923
vwretd    1.069946
dtype: float64, 86983: const    -0.021784
vwretd    1.796135
dtype: float64, 86984: const     0.007651
vwretd    0.190274
dtype: float64, 86986: const    -0.146540
vwretd    0.457026
dtype: float64, 86988: const     0.004254
vwretd    2.123925
dtype: float64, 86989: const    -0.024468
vwretd    1.341794
dtype: float64, 86990: const    -0.015193
vwretd    2.261677
dtype: float64, 86991: const    -0.004569
vwretd    3.281020
dtype: float64, 86992: const     0.008220
vwretd    0.891847
dtype: float64, 86993: const     0.013795
vwretd    0.948729
dtype: float64, 86994: const    -0.006174
vwretd   -0.996912
dtype: float64, 86995: const    -0.032635
vwretd    0.758478
dtype: float64, 86996: const     0.018737
vwretd    1.346397
dtype: float64, 86997: const    -0.234049
vwretd   -0.208868
dtype: float64, 86998: const     0.069998
vwretd    3.060216
dtype: float64, 86999: const    -0.077081
vwretd    2.354890
dtype: float64, 87000: const     0.015198
vwretd    0.859753
dtype: float64, 87001: const     0.106934
vwretd    5.492798
dtype: float64, 87002: const    -0.020185
vwretd    0.588917
dtype: float64, 87004: const    -0.094419
vwretd    1.437119
dtype: float64, 87005: const     0.020314
vwretd    1.125531
dtype: float64, 87006: const     0.015241
vwretd    0.664640
dtype: float64, 87007: const    -0.067130
vwretd    0.650333
dtype: float64, 87008: const     0.037550
vwretd    2.061025
dtype: float64, 87009: const    -0.011156
vwretd    1.866367
dtype: float64, 87010: const     0.011656
vwretd    1.775813
dtype: float64, 87011: const    -0.146072
vwretd    0.835754
dtype: float64, 87012: const    -0.023424
vwretd    1.604887
dtype: float64, 87013: const     0.000889
vwretd    2.123949
dtype: float64, 87014: const     0.005683
vwretd    0.778174
dtype: float64, 87015: const     0.066431
vwretd    4.086184
dtype: float64, 87016: const     0.002485
vwretd    1.269689
dtype: float64, 87017: const    -0.056451
vwretd    1.217734
dtype: float64, 87018: const    -0.065238
vwretd    4.933890
dtype: float64, 87019: const     0.031963
vwretd    5.386134
dtype: float64, 87020: const     0.016727
vwretd    1.041566
dtype: float64, 87021: const     0.050248
vwretd    0.489241
dtype: float64, 87022: const     0.058118
vwretd    2.166958
dtype: float64, 87023: const     0.043237
vwretd    1.698243
dtype: float64, 87024: const    -0.009537
vwretd    0.901561
dtype: float64, 87026: const     0.002398
vwretd   -0.001186
dtype: float64, 87027: const     0.091834
vwretd   -0.745568
dtype: float64, 87028: const    -0.106799
vwretd    0.661330
dtype: float64, 87029: const     0.024384
vwretd    0.821993
dtype: float64, 87030: const     0.001664
vwretd    1.181659
dtype: float64, 87031: const     0.018771
vwretd    0.861753
dtype: float64, 87033: const    -0.001542
vwretd    0.887421
dtype: float64, 87034: const     0.011571
vwretd    0.903495
dtype: float64, 87035: const    -0.007580
vwretd    2.601323
dtype: float64, 87036: const    -0.026778
vwretd    0.892391
dtype: float64, 87037: const    -0.086244
vwretd    1.027118
dtype: float64, 87038: const     0.010765
vwretd    2.473795
dtype: float64, 87039: const     0.000406
vwretd    0.570859
dtype: float64, 87040: const     0.033851
vwretd    0.594877
dtype: float64, 87041: const     0.132175
vwretd   -2.161334
dtype: float64, 87043: const    -0.009672
vwretd    2.507439
dtype: float64, 87044: const     0.086109
vwretd    2.449436
dtype: float64, 87046: const    -0.014651
vwretd    0.614362
dtype: float64, 87047: const     0.003641
vwretd    1.124874
dtype: float64, 87048: const    -0.191397
vwretd    2.527758
dtype: float64, 87049: const     0.011976
vwretd    1.144287
dtype: float64, 87050: const     0.010163
vwretd    5.897586
dtype: float64, 87051: const    -0.027937
vwretd    1.738631
dtype: float64, 87053: const     0.007538
vwretd    1.293396
dtype: float64, 87054: const     0.016817
vwretd    1.100889
dtype: float64, 87055: const     0.007883
vwretd    0.938264
dtype: float64, 87056: const     0.010005
vwretd    1.118967
dtype: float64, 87057: const    -0.03292
vwretd    2.12286
dtype: float64, 87058: const    -0.010447
vwretd    3.357146
dtype: float64, 87059: const     0.003548
vwretd    2.305669
dtype: float64, 87060: const     0.001448
vwretd    2.208148
dtype: float64, 87061: const    -0.016319
vwretd    1.828589
dtype: float64, 87062: const     0.112963
vwretd    7.077247
dtype: float64, 87063: const    -0.049932
vwretd    0.965138
dtype: float64, 87064: const    -0.076129
vwretd    2.143705
dtype: float64, 87065: const     0.043015
vwretd    2.728971
dtype: float64, 87066: const     0.010067
vwretd    1.134919
dtype: float64, 87067: const     0.008732
vwretd    0.587273
dtype: float64, 87068: const    -0.063418
vwretd    1.766924
dtype: float64, 87069: const     0.015152
vwretd    0.351311
dtype: float64, 87070: const     0.009588
vwretd    0.586366
dtype: float64, 87071: const    -0.002541
vwretd    1.816550
dtype: float64, 87072: const    -0.101461
vwretd    0.469461
dtype: float64, 87073: const    -0.085673
vwretd    3.320476
dtype: float64, 87074: const    -0.006471
vwretd    1.436477
dtype: float64, 87075: const     0.016220
vwretd    1.072371
dtype: float64, 87076: const    -0.026715
vwretd    0.474286
dtype: float64, 87077: const    -0.002985
vwretd    1.690242
dtype: float64, 87078: const     0.002185
vwretd    1.259676
dtype: float64, 87079: const     0.016723
vwretd    0.094200
dtype: float64, 87080: const    -0.039169
vwretd    2.688605
dtype: float64, 87081: const    -0.004873
vwretd    2.532475
dtype: float64, 87082: const    -0.022533
vwretd    2.577047
dtype: float64, 87083: const     0.009384
vwretd    3.851430
dtype: float64, 87084: const     0.005620
vwretd    1.660202
dtype: float64, 87085: const     0.024241
vwretd    3.365848
dtype: float64, 87086: const     0.008562
vwretd    1.843979
dtype: float64, 87087: const    -0.025932
vwretd    2.536805
dtype: float64, 87088: const     0.017301
vwretd   -0.488544
dtype: float64, 87089: const    -0.022513
vwretd    0.845433
dtype: float64, 87090: const    -0.037319
vwretd    1.783948
dtype: float64, 87091: const    -0.037831
vwretd    2.096541
dtype: float64, 87092: const     0.002741
vwretd    2.205857
dtype: float64, 87093: const     0.035076
vwretd    0.021499
dtype: float64, 87094: const    -0.00550
vwretd    1.38114
dtype: float64, 87095: const    -0.011122
vwretd    1.982730
dtype: float64, 87096: const    -0.080434
vwretd    3.383031
dtype: float64, 87097: const     0.002214
vwretd    2.348121
dtype: float64, 87098: const     0.025666
vwretd    0.069416
dtype: float64, 87099: const     0.006474
vwretd    2.403986
dtype: float64, 87100: const     0.047131
vwretd    4.286570
dtype: float64, 87101: const    -0.066801
vwretd    2.833714
dtype: float64, 87102: const    -0.054298
vwretd    3.223283
dtype: float64, 87103: const    -0.091359
vwretd    3.247389
dtype: float64, 87104: const     0.011411
vwretd    6.430325
dtype: float64, 87105: const     0.009462
vwretd    2.151809
dtype: float64, 87106: const    -0.074129
vwretd    4.059297
dtype: float64, 87107: const    -0.098013
vwretd    3.420304
dtype: float64, 87108: const    -0.094452
vwretd    2.450822
dtype: float64, 87109: const     0.038997
vwretd    2.031293
dtype: float64, 87110: const    -0.002613
vwretd    1.445549
dtype: float64, 87111: const    -0.053702
vwretd    2.167474
dtype: float64, 87113: const     0.024885
vwretd    0.103201
dtype: float64, 87114: const     0.008800
vwretd    0.588644
dtype: float64, 87115: const     0.007065
vwretd    1.543265
dtype: float64, 87116: const     0.027840
vwretd    0.628972
dtype: float64, 87118: const     0.014628
vwretd    5.447258
dtype: float64, 87119: const    -0.005705
vwretd    1.134078
dtype: float64, 87121: const     0.002442
vwretd    1.370845
dtype: float64, 87122: const    -0.205308
vwretd    1.123209
dtype: float64, 87123: const    -0.078024
vwretd    1.018200
dtype: float64, 87124: const    -0.191499
vwretd    4.100732
dtype: float64, 87126: const     0.011918
vwretd    3.991077
dtype: float64, 87127: const    -0.004809
vwretd    1.218943
dtype: float64, 87128: const    -0.000753
vwretd    1.460150
dtype: float64, 87129: const    -0.016450
vwretd    2.425655
dtype: float64, 87130: const     0.019396
vwretd   -0.146342
dtype: float64, 87131: const     0.000939
vwretd    1.619278
dtype: float64, 87132: const     0.005456
vwretd    0.115711
dtype: float64, 87133: const     0.005510
vwretd    0.145273
dtype: float64, 87134: const    -0.015911
vwretd    0.506817
dtype: float64, 87135: const    -0.201305
vwretd    5.088084
dtype: float64, 87137: const     0.005282
vwretd    1.516473
dtype: float64, 87138: const    -0.003521
vwretd    1.415573
dtype: float64, 87139: const    -0.003423
vwretd    2.283793
dtype: float64, 87140: const     0.004491
vwretd    0.695386
dtype: float64, 87141: const     0.021163
vwretd    0.192628
dtype: float64, 87142: const     0.027394
vwretd    0.387778
dtype: float64, 87143: const     0.010439
vwretd    0.750232
dtype: float64, 87144: const     0.02523
vwretd    0.00800
dtype: float64, 87145: const     0.016551
vwretd   -0.090164
dtype: float64, 87146: const     0.009706
vwretd    0.266664
dtype: float64, 87147: const    -0.015777
vwretd    2.292369
dtype: float64, 87148: const    -0.017261
vwretd    1.714050
dtype: float64, 87149: const     0.007595
vwretd    1.972154
dtype: float64, 87150: const    -0.133350
vwretd    0.269628
dtype: float64, 87151: const    -0.007460
vwretd    0.556651
dtype: float64, 87152: const     0.013539
vwretd    0.118294
dtype: float64, 87153: const    -0.016095
vwretd    3.015218
dtype: float64, 87154: const    -0.106187
vwretd   -0.467024
dtype: float64, 87155: const     0.01987
vwretd    6.43169
dtype: float64, 87156: const    -0.016431
vwretd    3.948999
dtype: float64, 87157: const    -0.282798
vwretd    1.554755
dtype: float64, 87158: const    -0.001522
vwretd    2.397794
dtype: float64, 87159: const     0.076047
vwretd    2.479399
dtype: float64, 87160: const     0.004229
vwretd    1.242171
dtype: float64, 87161: const    -0.162663
vwretd    0.473909
dtype: float64, 87162: const     0.002551
vwretd    1.728532
dtype: float64, 87163: const     0.036761
vwretd    5.108151
dtype: float64, 87164: const     0.020423
vwretd    0.449746
dtype: float64, 87165: const    -0.002300
vwretd    2.716262
dtype: float64, 87166: const     0.033047
vwretd    2.674708
dtype: float64, 87167: const    -0.015304
vwretd    2.944017
dtype: float64, 87168: const    -0.003379
vwretd    1.240136
dtype: float64, 87169: const    -0.206087
vwretd    3.360249
dtype: float64, 87170: const     0.030224
vwretd    1.406019
dtype: float64, 87172: const     0.003618
vwretd    1.991822
dtype: float64, 87173: const    -0.012729
vwretd    1.742944
dtype: float64, 87175: const    -0.252961
vwretd    1.562593
dtype: float64, 87176: const    -0.017779
vwretd    3.878002
dtype: float64, 87177: const    -0.043233
vwretd    0.424889
dtype: float64, 87178: const     0.006920
vwretd    1.211533
dtype: float64, 87179: const     0.006364
vwretd    1.296196
dtype: float64, 87180: const    -0.007035
vwretd    2.522400
dtype: float64, 87181: const    -0.008356
vwretd    3.424636
dtype: float64, 87182: const     0.003166
vwretd    1.848768
dtype: float64, 87183: const     0.003348
vwretd    0.805146
dtype: float64, 87184: const     0.008341
vwretd    1.651741
dtype: float64, 87185: const    -0.166046
vwretd    2.172799
dtype: float64, 87186: const    -0.039982
vwretd    1.265472
dtype: float64, 87188: const     0.012378
vwretd    0.938861
dtype: float64, 87189: const     0.003367
vwretd    2.974554
dtype: float64, 87191: const    -0.321489
vwretd    2.744707
dtype: float64, 87192: const    -0.005723
vwretd    0.708771
dtype: float64, 87193: const    -0.029930
vwretd    1.548045
dtype: float64, 87194: const     0.021675
vwretd    0.541034
dtype: float64, 87195: const     0.034482
vwretd    3.863094
dtype: float64, 87197: const    -0.017415
vwretd    1.970037
dtype: float64, 87198: const     0.013863
vwretd    0.876880
dtype: float64, 87199: const     0.006555
vwretd    1.173975
dtype: float64, 87200: const    -0.034176
vwretd    0.589622
dtype: float64, 87202: const    -0.093484
vwretd    6.117939
dtype: float64, 87204: const    -0.003450
vwretd    1.683653
dtype: float64, 87205: const     0.007165
vwretd   -0.391926
dtype: float64, 87206: const    -0.001249
vwretd   -0.400586
dtype: float64, 87207: const     0.001142
vwretd    2.033576
dtype: float64, 87208: const     0.046048
vwretd    0.013274
dtype: float64, 87209: const    -0.000583
vwretd    1.678929
dtype: float64, 87211: const    -0.007832
vwretd    0.457633
dtype: float64, 87212: const     0.002764
vwretd    1.324592
dtype: float64, 87213: const     0.014437
vwretd    0.086242
dtype: float64, 87214: const     0.006552
vwretd    1.610027
dtype: float64, 87215: const    -0.013671
vwretd    1.285136
dtype: float64, 87216: const    -0.265193
vwretd   -0.347820
dtype: float64, 87218: const     0.011794
vwretd    0.313039
dtype: float64, 87219: const    -0.018412
vwretd    1.182350
dtype: float64, 87220: const    -0.016838
vwretd    1.618896
dtype: float64, 87221: const     0.158737
vwretd    5.755722
dtype: float64, 87222: const    -0.084814
vwretd    2.770227
dtype: float64, 87223: const     0.006570
vwretd    0.989501
dtype: float64, 87224: const    -0.010514
vwretd    2.975768
dtype: float64, 87225: const      0.207048
vwretd    12.192165
dtype: float64, 87226: const     0.109179
vwretd    3.356823
dtype: float64, 87227: const    -0.011042
vwretd    2.237920
dtype: float64, 87228: const    -0.021252
vwretd    2.540138
dtype: float64, 87229: const     0.017108
vwretd    3.300662
dtype: float64, 87230: const    -0.007181
vwretd    0.503064
dtype: float64, 87231: const    -0.040763
vwretd    0.350632
dtype: float64, 87232: const    -0.280547
vwretd    3.154675
dtype: float64, 87233: const     0.023630
vwretd    1.847663
dtype: float64, 87234: const     0.134506
vwretd    9.278594
dtype: float64, 87235: const      0.199337
vwretd    10.349217
dtype: float64, 87236: const    -0.017661
vwretd    2.329226
dtype: float64, 87237: const    -0.249804
vwretd    1.792694
dtype: float64, 87238: const    -0.000710
vwretd    3.196704
dtype: float64, 87239: const    -0.115958
vwretd    3.183802
dtype: float64, 87240: const    -0.091272
vwretd    0.582592
dtype: float64, 87241: const    -0.012974
vwretd    5.357882
dtype: float64, 87242: const    -0.004254
vwretd    1.303169
dtype: float64, 87243: const     0.217673
vwretd    7.596163
dtype: float64, 87244: const    -0.212248
vwretd    1.769082
dtype: float64, 87247: const    -0.003118
vwretd    0.075084
dtype: float64, 87248: const     0.038590
vwretd    4.987455
dtype: float64, 87249: const    -0.062166
vwretd    4.259646
dtype: float64, 87250: const     0.007058
vwretd    1.021141
dtype: float64, 87251: const    -0.000746
vwretd    1.468073
dtype: float64, 87252: const     0.032486
vwretd    6.073151
dtype: float64, 87253: const    -0.200864
vwretd    3.087499
dtype: float64, 87254: const     0.024880
vwretd    1.021161
dtype: float64, 87255: const     0.005550
vwretd    2.000333
dtype: float64, 87256: const     0.061073
vwretd    4.138078
dtype: float64, 87257: const     0.022760
vwretd    1.480525
dtype: float64, 87259: const    -0.104138
vwretd    3.119765
dtype: float64, 87260: const     0.073492
vwretd    5.098273
dtype: float64, 87261: const    -0.001587
vwretd    1.781674
dtype: float64, 87263: const    -0.007015
vwretd    2.085289
dtype: float64, 87264: const     0.007560
vwretd    1.918764
dtype: float64, 87265: const    -0.031410
vwretd    3.475829
dtype: float64, 87266: const    -0.073803
vwretd    1.250805
dtype: float64, 87267: const     0.010846
vwretd    1.084782
dtype: float64, 87268: const     0.002267
vwretd    1.590792
dtype: float64, 87269: const     0.005638
vwretd    0.089036
dtype: float64, 87270: const     0.004640
vwretd    0.104782
dtype: float64, 87271: const     0.006372
vwretd    0.009110
dtype: float64, 87272: const    -0.017547
vwretd    2.765035
dtype: float64, 87274: const    -0.002879
vwretd    1.485885
dtype: float64, 87275: const    -0.025160
vwretd    0.908075
dtype: float64, 87276: const    -0.013777
vwretd    1.643221
dtype: float64, 87277: const     0.002662
vwretd    1.885359
dtype: float64, 87278: const     0.025247
vwretd   -0.111449
dtype: float64, 87279: const    -0.021020
vwretd    1.864595
dtype: float64, 87280: const     0.004504
vwretd    0.445037
dtype: float64, 87281: const     0.023883
vwretd    1.155551
dtype: float64, 87282: const    -0.061453
vwretd    0.555565
dtype: float64, 87283: const     0.02448
vwretd    1.14561
dtype: float64, 87284: const     0.029357
vwretd    1.522636
dtype: float64, 87285: const     0.002137
vwretd    0.472349
dtype: float64, 87286: const    -0.002019
vwretd    0.452582
dtype: float64, 87287: const     0.054013
vwretd    0.279706
dtype: float64, 87288: const     0.184931
vwretd    2.425878
dtype: float64, 87289: const    -0.003716
vwretd    1.032335
dtype: float64, 87292: const     0.012761
vwretd    0.675647
dtype: float64, 87293: const    -0.014573
vwretd    1.225800
dtype: float64, 87294: const     0.001003
vwretd    0.912553
dtype: float64, 87295: const    -0.114858
vwretd    2.847547
dtype: float64, 87296: const     0.023977
vwretd    1.141127
dtype: float64, 87297: const     0.026470
vwretd   -0.451528
dtype: float64, 87298: const    -0.037783
vwretd    2.257612
dtype: float64, 87299: const     0.004584
vwretd    1.847269
dtype: float64, 87300: const    -0.090215
vwretd    2.849710
dtype: float64, 87301: const    -0.000943
vwretd    1.973125
dtype: float64, 87302: const     0.000595
vwretd    1.734605
dtype: float64, 87303: const    -0.041886
vwretd    1.876822
dtype: float64, 87304: const    -0.156147
vwretd    2.922085
dtype: float64, 87305: const    -0.205228
vwretd    1.744888
dtype: float64, 87306: const     0.018753
vwretd    1.499249
dtype: float64, 87307: const    -0.016204
vwretd    2.245415
dtype: float64, 87308: const    -0.046404
vwretd    1.087924
dtype: float64, 87309: const    -0.183915
vwretd    3.106725
dtype: float64, 87310: const    -0.036701
vwretd    2.999570
dtype: float64, 87311: const    -0.018984
vwretd    0.829615
dtype: float64, 87312: const    -0.022656
vwretd    0.474745
dtype: float64, 87313: const    -0.074785
vwretd    1.508015
dtype: float64, 87314: const     0.011549
vwretd    1.194185
dtype: float64, 87315: const     0.008190
vwretd    3.919987
dtype: float64, 87316: const     0.009382
vwretd    5.064433
dtype: float64, 87317: const    -0.010824
vwretd    1.978900
dtype: float64, 87318: const     0.010177
vwretd    0.702211
dtype: float64, 87319: const     0.063373
vwretd    7.367735
dtype: float64, 87320: const     0.031225
vwretd    0.515539
dtype: float64, 87321: const    -0.005593
vwretd    1.184587
dtype: float64, 87322: const    -0.106969
vwretd    2.721887
dtype: float64, 87323: const     0.042399
vwretd    0.001676
dtype: float64, 87324: const     0.001766
vwretd   -0.219738
dtype: float64, 87325: const    -0.020662
vwretd    2.352729
dtype: float64, 87326: const     0.013611
vwretd    1.161421
dtype: float64, 87327: const     0.015055
vwretd    2.415066
dtype: float64, 87328: const     0.016248
vwretd    1.106017
dtype: float64, 87329: const     0.013538
vwretd    3.233081
dtype: float64, 87330: const    -0.034374
vwretd    0.851946
dtype: float64, 87331: const    -0.035535
vwretd    0.943074
dtype: float64, 87332: const     0.005839
vwretd    3.157350
dtype: float64, 87333: const     0.010563
vwretd    3.114252
dtype: float64, 87334: const    -0.154366
vwretd    2.926997
dtype: float64, 87335: const     0.004184
vwretd    4.185539
dtype: float64, 87336: const    -0.379653
vwretd    0.782790
dtype: float64, 87337: const     0.003274
vwretd    1.897581
dtype: float64, 87338: const    -0.110256
vwretd    0.220808
dtype: float64, 87339: const     0.001326
vwretd    1.214901
dtype: float64, 87340: const     0.017479
vwretd    0.061866
dtype: float64, 87341: const    -0.164683
vwretd    3.360632
dtype: float64, 87342: const     0.000087
vwretd    1.338161
dtype: float64, 87343: const    -0.017820
vwretd    1.457462
dtype: float64, 87344: const    -0.005384
vwretd    2.864439
dtype: float64, 87345: const     0.005455
vwretd    2.466696
dtype: float64, 87346: const    -0.002954
vwretd    0.099487
dtype: float64, 87347: const     0.049327
vwretd    5.000113
dtype: float64, 87348: const    -0.128289
vwretd    0.352165
dtype: float64, 87349: const    -0.021547
vwretd    3.020984
dtype: float64, 87350: const     0.009072
vwretd    1.339015
dtype: float64, 87351: const    -0.035931
vwretd    1.744878
dtype: float64, 87352: const    -0.111862
vwretd    3.956530
dtype: float64, 87353: const     0.090217
vwretd    4.350814
dtype: float64, 87354: const    -0.005609
vwretd    0.292404
dtype: float64, 87355: const     0.046063
vwretd    1.752354
dtype: float64, 87356: const     0.008701
vwretd    0.998668
dtype: float64, 87357: const     0.00844
vwretd    3.25065
dtype: float64, 87358: const     0.013022
vwretd    1.090647
dtype: float64, 87359: const    -0.004046
vwretd    0.893880
dtype: float64, 87360: const    -0.015164
vwretd    1.208505
dtype: float64, 87361: const    -0.006366
vwretd    1.164590
dtype: float64, 87362: const     0.000975
vwretd    1.451558
dtype: float64, 87363: const    -0.013527
vwretd    4.191757
dtype: float64, 87364: const    -0.002652
vwretd    1.634013
dtype: float64, 87365: const     0.120751
vwretd    6.325689
dtype: float64, 87366: const    -0.088359
vwretd    3.682450
dtype: float64, 87367: const    -0.095926
vwretd    1.145161
dtype: float64, 87368: const     0.002318
vwretd    2.575990
dtype: float64, 87373: const    -0.000218
vwretd    0.938674
dtype: float64, 87374: const     0.026674
vwretd    0.000838
dtype: float64, 87375: const     0.005518
vwretd    6.723332
dtype: float64, 87376: const    -0.017317
vwretd    2.171083
dtype: float64, 87377: const     0.014627
vwretd    1.998254
dtype: float64, 87378: const    -0.018512
vwretd    2.898740
dtype: float64, 87379: const     0.015818
vwretd    1.215467
dtype: float64, 87380: const     0.197575
vwretd    4.854704
dtype: float64, 87381: const     0.014711
vwretd    1.502344
dtype: float64, 87383: const     0.072376
vwretd    3.558181
dtype: float64, 87384: const     0.006703
vwretd    1.865444
dtype: float64, 87385: const     0.017248
vwretd    2.445647
dtype: float64, 87386: const    -0.032105
vwretd    1.367238
dtype: float64, 87387: const     0.037874
vwretd    2.819619
dtype: float64, 87388: const     0.106720
vwretd    2.551261
dtype: float64, 87389: const    -0.053736
vwretd    0.189509
dtype: float64, 87390: const     0.002304
vwretd    3.109124
dtype: float64, 87391: const     0.090367
vwretd    3.162242
dtype: float64, 87392: const     0.034372
vwretd    4.018551
dtype: float64, 87393: const     0.049232
vwretd    3.382276
dtype: float64, 87394: const     0.008790
vwretd    1.548194
dtype: float64, 87395: const    -0.068897
vwretd    3.527142
dtype: float64, 87396: const    -0.080524
vwretd    2.736783
dtype: float64, 87399: const     0.012723
vwretd    5.351756
dtype: float64, 87400: const    -0.010208
vwretd    2.366243
dtype: float64, 87401: const     0.020291
vwretd    2.157425
dtype: float64, 87402: const    -0.091146
vwretd    2.853083
dtype: float64, 87403: const    -0.039423
vwretd    3.754679
dtype: float64, 87404: const    -0.026999
vwretd    1.452149
dtype: float64, 87405: const     0.009957
vwretd    1.133755
dtype: float64, 87406: const    -0.005503
vwretd    2.121107
dtype: float64, 87407: const    -0.014805
vwretd    2.178308
dtype: float64, 87408: const    -0.016105
vwretd    1.685522
dtype: float64, 87409: const    -0.271443
vwretd    4.067786
dtype: float64, 87411: const      0.129073
vwretd    10.328735
dtype: float64, 87412: const     0.032868
vwretd    3.619137
dtype: float64, 87413: const     0.005088
vwretd    0.171020
dtype: float64, 87414: const    -0.003963
vwretd    1.879016
dtype: float64, 87415: const     0.000479
vwretd    2.227259
dtype: float64, 87416: const     0.108158
vwretd    1.619001
dtype: float64, 87417: const     0.058431
vwretd    2.324461
dtype: float64, 87418: const     0.002548
vwretd    2.079070
dtype: float64, 87419: const     0.005942
vwretd    1.772291
dtype: float64, 87420: const     0.014648
vwretd    3.347654
dtype: float64, 87421: const     0.027392
vwretd    0.272651
dtype: float64, 87422: const    -0.019558
vwretd    2.171267
dtype: float64, 87423: const    -0.021498
vwretd    1.408935
dtype: float64, 87424: const    -0.015458
vwretd    1.334574
dtype: float64, 87425: const    -0.018871
vwretd    1.909715
dtype: float64, 87426: const     0.006136
vwretd    1.228238
dtype: float64, 87427: const     0.011076
vwretd    2.065931
dtype: float64, 87428: const    -0.199863
vwretd    2.550798
dtype: float64, 87429: const     0.043296
vwretd    2.138641
dtype: float64, 87430: const    -0.007721
vwretd    1.710498
dtype: float64, 87432: const     0.000872
vwretd    1.519475
dtype: float64, 87433: const     0.005729
vwretd    0.750360
dtype: float64, 87434: const     0.005522
vwretd    0.547370
dtype: float64, 87435: const     0.006169
vwretd    0.001938
dtype: float64, 87436: const    -0.009875
vwretd    3.175335
dtype: float64, 87437: const     0.023341
vwretd    0.545561
dtype: float64, 87438: const     0.008025
vwretd    0.505208
dtype: float64, 87439: const     0.008479
vwretd    1.481763
dtype: float64, 87440: const      0.246493
vwretd   -10.113034
dtype: float64, 87441: const     0.036219
vwretd    0.624099
dtype: float64, 87442: const    -0.174303
vwretd    1.260991
dtype: float64, 87443: const     0.001043
vwretd    0.542949
dtype: float64, 87444: const     0.006095
vwretd    0.533090
dtype: float64, 87445: const     0.010181
vwretd    0.976813
dtype: float64, 87446: const    -0.021429
vwretd    2.433377
dtype: float64, 87447: const     0.003255
vwretd    0.766793
dtype: float64, 87448: const    -0.012211
vwretd    1.608015
dtype: float64, 87449: const     0.023726
vwretd    0.727182
dtype: float64, 87450: const     0.035905
vwretd    3.760082
dtype: float64, 87451: const     0.003918
vwretd    1.257371
dtype: float64, 87452: const    -0.065872
vwretd    2.638594
dtype: float64, 87454: const    -0.070618
vwretd    3.578459
dtype: float64, 87455: const     0.006366
vwretd    2.922606
dtype: float64, 87456: const     0.063990
vwretd    2.832573
dtype: float64, 87457: const    -0.020173
vwretd    2.497669
dtype: float64, 87458: const    -0.002956
vwretd    1.571861
dtype: float64, 87459: const    -0.003623
vwretd    1.705844
dtype: float64, 87460: const     0.007970
vwretd    0.478355
dtype: float64, 87462: const    -0.014226
vwretd    3.908207
dtype: float64, 87463: const    -0.071544
vwretd    2.655127
dtype: float64, 87464: const     0.002799
vwretd    1.687678
dtype: float64, 87465: const    -0.015927
vwretd    0.754407
dtype: float64, 87466: const     0.026996
vwretd   -0.214889
dtype: float64, 87467: const    -0.001198
vwretd    2.121774
dtype: float64, 87468: const    -0.077826
vwretd   -1.680072
dtype: float64, 87469: const    -0.031340
vwretd    0.346473
dtype: float64, 87470: const     0.040673
vwretd   -0.062036
dtype: float64, 87471: const     0.005997
vwretd    0.877345
dtype: float64, 87472: const     0.000781
vwretd    0.367133
dtype: float64, 87473: const     0.021203
vwretd    3.864846
dtype: float64, 87474: const    -0.007495
vwretd    3.621346
dtype: float64, 87476: const     0.005823
vwretd    0.653290
dtype: float64, 87477: const    -0.018622
vwretd   -0.097678
dtype: float64, 87478: const     0.002014
vwretd    1.599461
dtype: float64, 87479: const    -0.067915
vwretd    4.238946
dtype: float64, 87480: const    -0.170857
vwretd   -0.085034
dtype: float64, 87482: const     0.001761
vwretd    0.680029
dtype: float64, 87483: const     0.013642
vwretd    1.850950
dtype: float64, 87484: const     0.025480
vwretd    0.761942
dtype: float64, 87485: const     0.022308
vwretd    1.394418
dtype: float64, 87486: const     0.016296
vwretd   -2.354964
dtype: float64, 87487: const    -0.004012
vwretd    1.743113
dtype: float64, 87488: const     0.005191
vwretd    0.474529
dtype: float64, 87489: const     0.001520
vwretd    3.504063
dtype: float64, 87490: const    -0.117801
vwretd   -3.021129
dtype: float64, 87491: const     0.083253
vwretd    6.739716
dtype: float64, 87492: const     0.029190
vwretd    0.635512
dtype: float64, 87493: const     0.012298
vwretd    0.519584
dtype: float64, 87494: const     0.003201
vwretd    1.476110
dtype: float64, 87495: const     0.023012
vwretd    1.089256
dtype: float64, 87496: const    -0.005475
vwretd    1.226372
dtype: float64, 87497: const    -0.059224
vwretd    2.132117
dtype: float64, 87498: const    -0.000327
vwretd    2.250576
dtype: float64, 87499: const    -0.005505
vwretd    1.044912
dtype: float64, 87500: const     0.072699
vwretd    2.374105
dtype: float64, 87501: const     0.005270
vwretd    1.149939
dtype: float64, 87502: const    -0.121682
vwretd    1.752698
dtype: float64, 87503: const    -0.097035
vwretd   -4.191889
dtype: float64, 87504: const    -0.021049
vwretd    2.532982
dtype: float64, 87505: const     0.008723
vwretd    0.335767
dtype: float64, 87506: const    -0.028732
vwretd    0.535312
dtype: float64, 87507: const    -0.000183
vwretd    1.334206
dtype: float64, 87508: const    -0.005555
vwretd    2.081956
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vwretd    1.567462
dtype: float64, 87511: const     0.003183
vwretd    0.315977
dtype: float64, 87512: const     0.081523
vwretd    5.173341
dtype: float64, 87513: const     0.018684
vwretd    2.121201
dtype: float64, 87514: const     0.011451
vwretd    1.314320
dtype: float64, 87515: const     0.033073
vwretd    1.673615
dtype: float64, 87516: const    -0.146400
vwretd    0.926633
dtype: float64, 87517: const      0.364749
vwretd    11.215134
dtype: float64, 87518: const    -0.051235
vwretd    2.471263
dtype: float64, 87519: const    -0.136982
vwretd    2.808660
dtype: float64, 87520: const     0.037012
vwretd    2.525619
dtype: float64, 87521: const     0.031416
vwretd    1.288805
dtype: float64, 87522: const    -0.036546
vwretd    0.632243
dtype: float64, 87523: const     0.002256
vwretd    3.839531
dtype: float64, 87524: const    -0.036032
vwretd    3.694050
dtype: float64, 87525: const     0.005430
vwretd    0.735463
dtype: float64, 87526: const     0.078151
vwretd    4.379638
dtype: float64, 87527: const    -0.07321
vwretd    0.69890
dtype: float64, 87529: const     0.015014
vwretd    0.928910
dtype: float64, 87531: const     0.000759
vwretd    1.550820
dtype: float64, 87532: const     0.000372
vwretd    0.842842
dtype: float64, 87533: const     0.011053
vwretd    0.377332
dtype: float64, 87534: const     0.099015
vwretd    5.229809
dtype: float64, 87535: const     0.084725
vwretd    2.266771
dtype: float64, 87536: const     0.017936
vwretd    0.329479
dtype: float64, 87538: const     0.028897
vwretd    1.350992
dtype: float64, 87539: const     0.021903
vwretd    0.992905
dtype: float64, 87540: const    -0.000374
vwretd    1.028239
dtype: float64, 87541: const     0.008335
vwretd    1.010525
dtype: float64, 87549: const    -0.002642
vwretd    1.036173
dtype: float64, 87557: const     0.003319
vwretd    1.208548
dtype: float64, 87558: const    -0.039839
vwretd    1.718462
dtype: float64, 87559: const     0.094928
vwretd    1.720131
dtype: float64, 87560: const    -0.151417
vwretd    4.762283
dtype: float64, 87561: const     0.068856
vwretd    5.612049
dtype: float64, 87562: const    -0.008536
vwretd    2.383004
dtype: float64, 87563: const    -0.039366
vwretd    2.321345
dtype: float64, 87564: const    -0.003953
vwretd    1.179399
dtype: float64, 87565: const     0.051754
vwretd    0.491138
dtype: float64, 87567: const    -0.067818
vwretd    3.341242
dtype: float64, 87568: const    -0.002370
vwretd    2.277331
dtype: float64, 87569: const    -0.038283
vwretd    3.363135
dtype: float64, 87571: const     0.014801
vwretd    1.744820
dtype: float64, 87572: const     0.000448
vwretd    1.942206
dtype: float64, 87573: const    -0.019572
vwretd    1.189489
dtype: float64, 87574: const     0.004840
vwretd    1.325229
dtype: float64, 87575: const     0.016730
vwretd    0.231083
dtype: float64, 87576: const     0.021033
vwretd    2.728292
dtype: float64, 87577: const     0.051598
vwretd    4.632704
dtype: float64, 87578: const     0.032740
vwretd    0.419837
dtype: float64, 87579: const    -0.050688
vwretd    3.073966
dtype: float64, 87580: const    -0.001614
vwretd    2.438855
dtype: float64, 87581: const     0.025464
vwretd    0.001473
dtype: float64, 87582: const    -0.039712
vwretd   -0.218854
dtype: float64, 87583: const    -0.001562
vwretd    1.674902
dtype: float64, 87584: const     0.001333
vwretd    2.417708
dtype: float64, 87585: const     0.017656
vwretd    4.442602
dtype: float64, 87586: const    -0.006658
vwretd    2.419237
dtype: float64, 87587: const     0.038183
vwretd    2.540370
dtype: float64, 87588: const     0.015846
vwretd    4.260256
dtype: float64, 87589: const    -0.003710
vwretd    1.536165
dtype: float64, 87590: const     0.174263
vwretd    1.521297
dtype: float64, 87591: const     0.010096
vwretd    6.514981
dtype: float64, 87592: const    -0.079307
vwretd    1.792837
dtype: float64, 87593: const    -0.083443
vwretd    3.214312
dtype: float64, 87595: const     0.007076
vwretd    2.393478
dtype: float64, 87596: const     0.061077
vwretd    4.554687
dtype: float64, 87597: const    -0.007240
vwretd    3.193847
dtype: float64, 87598: const    -0.020440
vwretd    2.161249
dtype: float64, 87599: const     0.005447
vwretd    1.964831
dtype: float64, 87600: const     0.003646
vwretd    1.423272
dtype: float64, 87601: const    -0.011034
vwretd    1.468063
dtype: float64, 87602: const    -0.008354
vwretd    1.519528
dtype: float64, 87603: const    -0.023968
vwretd    1.053632
dtype: float64, 87604: const    -0.001730
vwretd    1.891558
dtype: float64, 87605: const    -0.055980
vwretd    1.422383
dtype: float64, 87606: const     0.042636
vwretd    1.523734
dtype: float64, 87607: const    -0.041034
vwretd    4.199896
dtype: float64, 87608: const    -0.002620
vwretd    1.150707
dtype: float64, 87609: const    -0.019762
vwretd    1.626087
dtype: float64, 87610: const    -0.097896
vwretd    0.828807
dtype: float64, 87611: const    -0.017067
vwretd    2.309598
dtype: float64, 87612: const    -0.002295
vwretd    1.671680
dtype: float64, 87614: const     0.004283
vwretd    0.893951
dtype: float64, 87615: const     0.126116
vwretd    3.474598
dtype: float64, 87616: const     0.017519
vwretd    2.469671
dtype: float64, 87617: const     0.021370
vwretd    1.374814
dtype: float64, 87618: const     0.005940
vwretd    1.659358
dtype: float64, 87619: const    -0.029868
vwretd    1.129630
dtype: float64, 87621: const     0.021249
vwretd    4.713325
dtype: float64, 87622: const    -0.023396
vwretd    0.342297
dtype: float64, 87623: const     0.017575
vwretd    2.396087
dtype: float64, 87624: const    -0.063021
vwretd    2.714829
dtype: float64, 87625: const     0.007631
vwretd    1.284425
dtype: float64, 87626: const     0.035800
vwretd   -0.690168
dtype: float64, 87627: const     0.080154
vwretd    2.525417
dtype: float64, 87628: const    -0.019466
vwretd    1.474193
dtype: float64, 87629: const    -0.098923
vwretd    1.265858
dtype: float64, 87630: const     0.036814
vwretd    1.572077
dtype: float64, 87631: const    -0.021566
vwretd    3.682533
dtype: float64, 87632: const     0.003422
vwretd    1.661017
dtype: float64, 87633: const     0.025742
vwretd    2.949524
dtype: float64, 87634: const    -0.032581
vwretd    2.119250
dtype: float64, 87635: const     0.066223
vwretd    0.065125
dtype: float64, 87636: const     0.105165
vwretd    2.385930
dtype: float64, 87637: const     0.012183
vwretd    0.822915
dtype: float64, 87638: const    -0.037823
vwretd    1.507275
dtype: float64, 87639: const     0.001149
vwretd    3.779325
dtype: float64, 87640: const     0.012792
vwretd    1.664414
dtype: float64, 87641: const     0.005126
vwretd    1.972363
dtype: float64, 87642: const    -0.050672
vwretd    1.556762
dtype: float64, 87643: const    -0.086953
vwretd    1.594055
dtype: float64, 87644: const    -0.015383
vwretd    3.366165
dtype: float64, 87645: const    -0.027262
vwretd    1.750051
dtype: float64, 87646: const     0.017311
vwretd    2.507807
dtype: float64, 87647: const    -0.010629
vwretd    0.967653
dtype: float64, 87648: const     0.014881
vwretd    1.866017
dtype: float64, 87649: const     0.008915
vwretd    2.569427
dtype: float64, 87650: const    -0.044455
vwretd    2.771425
dtype: float64, 87651: const    -0.035053
vwretd    0.986384
dtype: float64, 87652: const     0.005618
vwretd    0.404440
dtype: float64, 87653: const     0.010300
vwretd    0.580751
dtype: float64, 87654: const    -0.488803
vwretd   -1.852806
dtype: float64, 87656: const    -0.021473
vwretd    1.594289
dtype: float64, 87657: const     0.015332
vwretd    0.584341
dtype: float64, 87658: const    -0.007563
vwretd    1.874158
dtype: float64, 87659: const     0.002561
vwretd    0.912827
dtype: float64, 87660: const     0.017672
vwretd    1.674774
dtype: float64, 87661: const     0.010610
vwretd    0.535834
dtype: float64, 87662: const     0.012034
vwretd    1.511819
dtype: float64, 87663: const     0.011989
vwretd    0.023653
dtype: float64, 87664: const    -0.010044
vwretd    2.837210
dtype: float64, 87665: const    -0.058196
vwretd    3.425195
dtype: float64, 87666: const     0.001861
vwretd    1.179287
dtype: float64, 87667: const    -0.056305
vwretd    4.669528
dtype: float64, 87668: const    -0.103021
vwretd    2.990105
dtype: float64, 87680: const     0.008074
vwretd    0.724540
dtype: float64, 87696: const     0.000319
vwretd    1.381222
dtype: float64, 87709: const    -0.039109
vwretd    1.450404
dtype: float64, 87717: const     0.008712
vwretd    1.011716
dtype: float64, 87725: const    -0.003550
vwretd    1.363889
dtype: float64, 87733: const     0.004565
vwretd    0.887596
dtype: float64, 87748: const    -0.011152
vwretd    2.275164
dtype: float64, 87749: const     0.012503
vwretd    1.953965
dtype: float64, 87750: const     0.001729
vwretd    0.616208
dtype: float64, 87751: const    -0.028591
vwretd    0.603386
dtype: float64, 87752: const     0.008778
vwretd    2.083696
dtype: float64, 87753: const    -0.006847
vwretd    2.237064
dtype: float64, 87755: const    -0.014628
vwretd    1.564350
dtype: float64, 87756: const    -0.004242
vwretd    3.933783
dtype: float64, 87757: const    -0.110312
vwretd    0.642220
dtype: float64, 87758: const     0.026321
vwretd    4.148610
dtype: float64, 87759: const     0.000843
vwretd    0.855843
dtype: float64, 87760: const     0.408293
vwretd   -4.852489
dtype: float64, 87761: const     0.056479
vwretd    1.263501
dtype: float64, 87762: const     0.005962
vwretd    1.887774
dtype: float64, 87763: const     0.010336
vwretd    2.712250
dtype: float64, 87764: const    -0.081193
vwretd    2.700699
dtype: float64, 87765: const     0.000403
vwretd    2.701612
dtype: float64, 87766: const    -0.069643
vwretd    3.965648
dtype: float64, 87767: const    -0.000662
vwretd    1.373932
dtype: float64, 87768: const     0.000693
vwretd    1.541159
dtype: float64, 87769: const    -0.000109
vwretd    2.147213
dtype: float64, 87770: const     0.006880
vwretd    4.088023
dtype: float64, 87771: const     0.016088
vwretd    0.609623
dtype: float64, 87772: const    -0.083099
vwretd    4.142871
dtype: float64, 87773: const     0.006845
vwretd    2.081851
dtype: float64, 87774: const     0.025862
vwretd    0.303261
dtype: float64, 87776: const    -0.020345
vwretd   -0.052849
dtype: float64, 87777: const     0.008678
vwretd    1.623899
dtype: float64, 87778: const    -0.120178
vwretd    2.037158
dtype: float64, 87779: const    -0.002420
vwretd    1.948744
dtype: float64, 87780: const    -0.022053
vwretd    4.288831
dtype: float64, 87782: const     0.007595
vwretd    1.528735
dtype: float64, 87783: const    -0.093111
vwretd    1.794929
dtype: float64, 87784: const     0.020296
vwretd    1.250285
dtype: float64, 87785: const     0.023369
vwretd    2.046256
dtype: float64, 87786: const    -0.006030
vwretd    0.777582
dtype: float64, 87787: const     0.010621
vwretd    1.194922
dtype: float64, 87788: const     0.037078
vwretd    1.870288
dtype: float64, 87789: const     0.003171
vwretd    0.673363
dtype: float64, 87790: const     0.013051
vwretd    3.903291
dtype: float64, 87791: const     0.003426
vwretd    1.804248
dtype: float64, 87792: const    -0.018520
vwretd    0.821082
dtype: float64, 87793: const     0.005196
vwretd    3.426043
dtype: float64, 87794: const     0.045248
vwretd    3.448816
dtype: float64, 87795: const     0.042801
vwretd    0.303018
dtype: float64, 87796: const    -0.009652
vwretd    3.608272
dtype: float64, 87797: const     0.002238
vwretd    1.268898
dtype: float64, 87798: const     0.014991
vwretd    0.625599
dtype: float64, 87799: const    -0.041735
vwretd    1.828130
dtype: float64, 87800: const     0.007028
vwretd    1.643686
dtype: float64, 87801: const    -0.004227
vwretd    1.063300
dtype: float64, 87802: const     0.217965
vwretd    6.427804
dtype: float64, 87803: const     0.021932
vwretd    1.361194
dtype: float64, 87804: const    -0.005238
vwretd    2.453274
dtype: float64, 87805: const     0.011989
vwretd    0.650634
dtype: float64, 87806: const     0.011328
vwretd    1.356339
dtype: float64, 87807: const     0.015500
vwretd    2.301001
dtype: float64, 87808: const     0.002138
vwretd    1.250351
dtype: float64, 87809: const     0.029105
vwretd    0.333808
dtype: float64, 87810: const     0.017316
vwretd    1.853655
dtype: float64, 87811: const    -0.036587
vwretd    0.179614
dtype: float64, 87812: const     0.004084
vwretd    1.389733
dtype: float64, 87813: const    -0.037511
vwretd    0.393790
dtype: float64, 87814: const    -0.022828
vwretd    1.036222
dtype: float64, 87815: const     0.108523
vwretd    3.961050
dtype: float64, 87816: const     0.011208
vwretd    1.576047
dtype: float64, 87817: const     0.058553
vwretd    2.734848
dtype: float64, 87818: const     0.040595
vwretd    6.055724
dtype: float64, 87819: const     0.016234
vwretd    1.764768
dtype: float64, 87820: const     0.024403
vwretd    1.416345
dtype: float64, 87821: const     0.017278
vwretd    0.769929
dtype: float64, 87822: const     0.151735
vwretd    5.172299
dtype: float64, 87823: const    -0.024494
vwretd    3.616040
dtype: float64, 87824: const     0.093231
vwretd    0.250644
dtype: float64, 87825: const    -0.012406
vwretd    1.533125
dtype: float64, 87826: const    -0.004088
vwretd    5.290701
dtype: float64, 87827: const     0.012182
vwretd    1.577985
dtype: float64, 87828: const     0.008461
vwretd    1.193630
dtype: float64, 87830: const     0.032384
vwretd    2.402361
dtype: float64, 87831: const     0.007662
vwretd    2.248249
dtype: float64, 87832: const     0.016611
vwretd    0.566476
dtype: float64, 87833: const    -0.019759
vwretd    1.597342
dtype: float64, 87834: const    -0.127945
vwretd    0.132177
dtype: float64, 87835: const    -0.008695
vwretd    1.613245
dtype: float64, 87836: const     0.027810
vwretd    0.116653
dtype: float64, 87837: const     0.016285
vwretd    2.084268
dtype: float64, 87838: const    -0.034394
vwretd    1.899840
dtype: float64, 87839: const    -0.059444
vwretd    1.380887
dtype: float64, 87840: const     0.011582
vwretd    0.313264
dtype: float64, 87841: const    -0.000273
vwretd    0.709647
dtype: float64, 87842: const     0.001693
vwretd    1.274288
dtype: float64, 87843: const    -0.004091
vwretd    0.735385
dtype: float64, 87844: const     0.005135
vwretd    0.952738
dtype: float64, 87845: const     0.021568
vwretd    0.812115
dtype: float64, 87856: const    -0.004117
vwretd    1.012277
dtype: float64, 87864: const     0.006312
vwretd    0.268357
dtype: float64, 87872: const     0.013771
vwretd    0.532218
dtype: float64, 87899: const     0.008720
vwretd    0.799226
dtype: float64, 87901: const    -0.020848
vwretd    0.735454
dtype: float64, 87920: const     0.017602
vwretd    0.126308
dtype: float64, 87936: const     0.021334
vwretd    0.500169
dtype: float64, 87944: const     0.031605
vwretd    0.070591
dtype: float64, 87952: const     0.010520
vwretd    0.684443
dtype: float64, 87979: const     0.00371
vwretd    0.26566
dtype: float64, 87987: const     0.027219
vwretd    1.509990
dtype: float64, 87995: const     0.008149
vwretd    0.709074
dtype: float64, 88007: const     0.012614
vwretd    0.601687
dtype: float64, 88015: const     0.009545
vwretd    0.503393
dtype: float64, 88023: const     0.007069
vwretd    0.272074
dtype: float64, 88031: const     0.017443
vwretd    0.791340
dtype: float64, 88050: const     0.011115
vwretd    0.024168
dtype: float64, 88066: const     0.010775
vwretd    1.537637
dtype: float64, 88074: const     0.005153
vwretd    1.176541
dtype: float64, 88082: const    -0.099310
vwretd    0.777488
dtype: float64, 88103: const    -0.114924
vwretd    0.543729
dtype: float64, 88111: const     0.006614
vwretd    0.658003
dtype: float64, 88130: const     0.009067
vwretd    0.720514
dtype: float64, 88146: const    -0.011263
vwretd    0.437634
dtype: float64, 88148: const    -0.002959
vwretd    1.776450
dtype: float64, 88149: const    -0.033071
vwretd    3.615060
dtype: float64, 88150: const    -0.022244
vwretd    2.539712
dtype: float64, 88151: const     0.156466
vwretd    1.442288
dtype: float64, 88152: const     0.00468
vwretd    1.40223
dtype: float64, 88153: const     0.008345
vwretd    2.042615
dtype: float64, 88154: const     0.010001
vwretd    0.498992
dtype: float64, 88155: const    -0.021947
vwretd    5.253726
dtype: float64, 88156: const     0.014317
vwretd   -0.018033
dtype: float64, 88157: const    -0.017684
vwretd    3.699893
dtype: float64, 88158: const     0.088633
vwretd    2.388220
dtype: float64, 88159: const     0.004168
vwretd    1.737497
dtype: float64, 88160: const    -0.223310
vwretd    1.713533
dtype: float64, 88161: const    -0.026831
vwretd    1.832980
dtype: float64, 88162: const     0.006579
vwretd    1.260819
dtype: float64, 88163: const     0.017906
vwretd    1.785099
dtype: float64, 88164: const     0.040102
vwretd    6.139298
dtype: float64, 88165: const     0.016070
vwretd    2.805426
dtype: float64, 88166: const     0.009629
vwretd    1.433108
dtype: float64, 88167: const     0.012122
vwretd    0.951008
dtype: float64, 88168: const    -0.063806
vwretd    2.079147
dtype: float64, 88169: const     0.005269
vwretd    2.685459
dtype: float64, 88171: const    -0.213231
vwretd    3.487390
dtype: float64, 88172: const     0.008130
vwretd    1.393207
dtype: float64, 88173: const    -0.004347
vwretd    1.554400
dtype: float64, 88174: const     0.015408
vwretd    1.657587
dtype: float64, 88175: const    -0.04583
vwretd    4.03005
dtype: float64, 88176: const    -0.002654
vwretd    4.088346
dtype: float64, 88177: const    -0.008218
vwretd    1.679533
dtype: float64, 88178: const     0.092900
vwretd    4.099733
dtype: float64, 88179: const    -0.026168
vwretd    0.513056
dtype: float64, 88180: const    -0.016326
vwretd    4.298658
dtype: float64, 88181: const     0.009043
vwretd    1.740692
dtype: float64, 88182: const     0.00731
vwretd    2.26341
dtype: float64, 88183: const     0.007072
vwretd    0.200419
dtype: float64, 88184: const     0.134788
vwretd    5.931310
dtype: float64, 88185: const     0.06479
vwretd    0.33903
dtype: float64, 88186: const     0.019507
vwretd    2.243994
dtype: float64, 88187: const     0.03569
vwretd    2.17075
dtype: float64, 88188: const     0.038965
vwretd    0.002797
dtype: float64, 88189: const     0.014609
vwretd   -0.072287
dtype: float64, 88190: const    -0.017472
vwretd    1.668084
dtype: float64, 88191: const    -0.009473
vwretd    3.655772
dtype: float64, 88192: const    -0.020936
vwretd    0.153706
dtype: float64, 88193: const    -0.002266
vwretd    2.160838
dtype: float64, 88194: const    -0.029080
vwretd    3.086433
dtype: float64, 88195: const     0.001279
vwretd    2.036580
dtype: float64, 88196: const     0.010405
vwretd    1.525496
dtype: float64, 88197: const     0.003420
vwretd    0.644975
dtype: float64, 88198: const     0.033633
vwretd    4.242543
dtype: float64, 88199: const     0.001431
vwretd    1.332166
dtype: float64, 88200: const     0.053877
vwretd    0.764111
dtype: float64, 88201: const    -0.231170
vwretd    1.871389
dtype: float64, 88202: const    -0.015827
vwretd    2.264941
dtype: float64, 88203: const     0.008632
vwretd    1.580327
dtype: float64, 88204: const    -0.018242
vwretd    2.864596
dtype: float64, 88205: const    -0.029555
vwretd    1.728341
dtype: float64, 88206: const    -0.026725
vwretd    1.500041
dtype: float64, 88207: const     0.010645
vwretd    1.692026
dtype: float64, 88208: const    -0.013138
vwretd    1.702342
dtype: float64, 88210: const    -0.032730
vwretd   -0.661045
dtype: float64, 88211: const     0.005955
vwretd    1.315919
dtype: float64, 88213: const    -0.000297
vwretd    0.698988
dtype: float64, 88214: const     0.001036
vwretd    1.334103
dtype: float64, 88215: const     0.000205
vwretd    0.959098
dtype: float64, 88216: const     0.000242
vwretd    0.958697
dtype: float64, 88217: const    -0.000196
vwretd    0.972115
dtype: float64, 88218: const     0.001389
vwretd    1.078024
dtype: float64, 88219: const     0.000351
vwretd    0.936379
dtype: float64, 88220: const    -0.000309
vwretd    1.035041
dtype: float64, 88221: const     0.000140
vwretd    0.978689
dtype: float64, 88222: const     0.000194
vwretd    1.162466
dtype: float64, 88223: const     0.000082
vwretd    0.997682
dtype: float64, 88224: const    -0.004807
vwretd    0.944364
dtype: float64, 88225: const    -0.000741
vwretd    1.290212
dtype: float64, 88226: const     0.045344
vwretd    3.634679
dtype: float64, 88227: const    -0.002169
vwretd    2.980275
dtype: float64, 88228: const    -0.001677
vwretd    1.089825
dtype: float64, 88229: const     0.001867
vwretd    1.106407
dtype: float64, 88230: const    -0.001804
vwretd    1.628414
dtype: float64, 88231: const     0.023355
vwretd    1.031316
dtype: float64, 88232: const    -0.040318
vwretd   -0.337722
dtype: float64, 88233: const     0.004384
vwretd    0.425338
dtype: float64, 88234: const    -0.017391
vwretd    1.540783
dtype: float64, 88235: const     0.037130
vwretd    1.137927
dtype: float64, 88236: const    -0.002164
vwretd    1.594855
dtype: float64, 88237: const     0.010165
vwretd    0.951246
dtype: float64, 88238: const    -0.014125
vwretd    1.700883
dtype: float64, 88239: const    -0.003553
vwretd    1.435131
dtype: float64, 88240: const    -0.016692
vwretd    1.642648
dtype: float64, 88241: const     0.071696
vwretd    3.863986
dtype: float64, 88242: const     0.001481
vwretd    0.418386
dtype: float64, 88243: const    -0.035577
vwretd    2.720114
dtype: float64, 88244: const    -0.019022
vwretd    0.693930
dtype: float64, 88245: const    -0.070136
vwretd    3.733278
dtype: float64, 88246: const    -0.001278
vwretd    1.697108
dtype: float64, 88247: const    -0.108596
vwretd   -1.058393
dtype: float64, 88248: const    -0.005119
vwretd    4.127515
dtype: float64, 88249: const     0.033486
vwretd    1.005066
dtype: float64, 88250: const    -0.002024
vwretd    2.063091
dtype: float64, 88251: const    -0.088550
vwretd    4.369993
dtype: float64, 88252: const     0.090085
vwretd    3.582047
dtype: float64, 88254: const    -0.004280
vwretd    2.671518
dtype: float64, 88255: const    -0.002299
vwretd    2.313925
dtype: float64, 88256: const    -0.042106
vwretd    2.249335
dtype: float64, 88257: const     0.001374
vwretd    0.327473
dtype: float64, 88258: const    -0.017181
vwretd    0.563076
dtype: float64, 88259: const    -0.008603
vwretd    3.323725
dtype: float64, 88260: const    -0.004609
vwretd    2.244085
dtype: float64, 88262: const     0.013794
vwretd    3.768305
dtype: float64, 88263: const     0.011988
vwretd    1.813399
dtype: float64, 88264: const    -0.002604
vwretd    2.455190
dtype: float64, 88265: const     0.351218
vwretd    1.655622
dtype: float64, 88266: const     0.004749
vwretd    2.308139
dtype: float64, 88267: const     0.092180
vwretd    4.671915
dtype: float64, 88269: const    -0.002948
vwretd    1.538095
dtype: float64, 88270: const    -0.026869
vwretd    2.403542
dtype: float64, 88271: const     0.003589
vwretd    1.491589
dtype: float64, 88272: const    -0.146694
vwretd    3.834046
dtype: float64, 88273: const    -0.158475
vwretd    1.367719
dtype: float64, 88274: const    -0.131266
vwretd    1.582059
dtype: float64, 88275: const     0.009325
vwretd    1.837489
dtype: float64, 88276: const    -0.052132
vwretd    0.799617
dtype: float64, 88277: const    -0.001446
vwretd    1.881699
dtype: float64, 88278: const    -0.008662
vwretd    1.424686
dtype: float64, 88279: const     0.01354
vwretd    1.00186
dtype: float64, 88280: const     0.003454
vwretd    0.692944
dtype: float64, 88281: const     0.005399
vwretd    0.981572
dtype: float64, 88282: const    -0.004164
vwretd    1.034564
dtype: float64, 88283: const     0.013957
vwretd    0.738661
dtype: float64, 88284: const    -0.001794
vwretd    1.208309
dtype: float64, 88285: const    -0.035051
vwretd    0.856437
dtype: float64, 88287: const     0.008657
vwretd    0.783243
dtype: float64, 88288: const     0.287789
vwretd    4.439803
dtype: float64, 88289: const     0.006925
vwretd    4.446164
dtype: float64, 88290: const     0.000236
vwretd    1.058588
dtype: float64, 88291: const     0.000489
vwretd    1.030791
dtype: float64, 88292: const     0.002842
vwretd    0.491722
dtype: float64, 88293: const    -0.086857
vwretd    1.459602
dtype: float64, 88294: const     0.002158
vwretd    0.922592
dtype: float64, 88295: const    -0.000229
vwretd    1.134240
dtype: float64, 88296: const     0.002633
vwretd    0.668004
dtype: float64, 88297: const    -0.002509
vwretd    1.175263
dtype: float64, 88298: const     0.000992
vwretd    1.080963
dtype: float64, 88299: const     0.003872
vwretd    0.660149
dtype: float64, 88300: const     0.009381
vwretd    0.699859
dtype: float64, 88301: const    -0.000063
vwretd    1.222863
dtype: float64, 88302: const     0.000089
vwretd    0.997192
dtype: float64, 88303: const    -0.000178
vwretd    1.027840
dtype: float64, 88305: const     0.027148
vwretd    0.458158
dtype: float64, 88306: const    -0.036563
vwretd    0.629227
dtype: float64, 88307: const    -0.002574
vwretd    1.077020
dtype: float64, 88308: const     0.022885
vwretd    2.726010
dtype: float64, 88309: const     0.006184
vwretd    1.249775
dtype: float64, 88310: const    -0.002562
vwretd    1.603471
dtype: float64, 88311: const    -0.002716
vwretd    0.956512
dtype: float64, 88312: const    -0.051096
vwretd    2.935467
dtype: float64, 88313: const    -0.009303
vwretd    2.231537
dtype: float64, 88314: const     0.015239
vwretd    0.035672
dtype: float64, 88316: const     0.051270
vwretd    0.178222
dtype: float64, 88317: const     0.003133
vwretd    0.483252
dtype: float64, 88319: const    -0.007755
vwretd    1.981088
dtype: float64, 88321: const     0.007307
vwretd    1.713651
dtype: float64, 88322: const    -0.004245
vwretd    0.391380
dtype: float64, 88323: const     0.049694
vwretd    3.275691
dtype: float64, 88324: const     0.014798
vwretd    2.508590
dtype: float64, 88325: const     0.008736
vwretd    1.205261
dtype: float64, 88326: const     0.026499
vwretd    2.180955
dtype: float64, 88327: const      1.235673
vwretd    16.389889
dtype: float64, 88328: const     0.064344
vwretd    2.088898
dtype: float64, 88329: const     0.048703
vwretd    5.444574
dtype: float64, 88330: const     0.035474
vwretd    1.707667
dtype: float64, 88331: const     0.020804
vwretd    1.369834
dtype: float64, 88332: const    -0.015924
vwretd    2.011885
dtype: float64, 88333: const     0.077777
vwretd    1.785348
dtype: float64, 88334: const    -0.014366
vwretd    2.199610
dtype: float64, 88335: const     0.011590
vwretd    2.987969
dtype: float64, 88336: const     0.001441
vwretd    2.108690
dtype: float64, 88337: const    -0.025273
vwretd    0.781445
dtype: float64, 88338: const     0.020388
vwretd    0.687926
dtype: float64, 88339: const     0.111225
vwretd    3.575044
dtype: float64, 88340: const    -0.006129
vwretd    1.728790
dtype: float64, 88341: const     0.006177
vwretd    0.313249
dtype: float64, 88342: const     0.001585
vwretd    1.115571
dtype: float64, 88343: const     0.002424
vwretd    1.043727
dtype: float64, 88344: const     0.046787
vwretd    2.364944
dtype: float64, 88345: const    -0.142383
vwretd    2.279234
dtype: float64, 88346: const    -0.096877
vwretd    2.326887
dtype: float64, 88347: const     0.024728
vwretd    6.241673
dtype: float64, 88348: const     0.019021
vwretd    0.115490
dtype: float64, 88349: const    -0.057391
vwretd   -1.166667
dtype: float64, 88350: const     0.028584
vwretd    1.870704
dtype: float64, 88351: const     0.018999
vwretd    1.399859
dtype: float64, 88352: const     0.020126
vwretd    1.351314
dtype: float64, 88353: const    -0.030714
vwretd    1.484504
dtype: float64, 88354: const     0.031690
vwretd    4.194094
dtype: float64, 88355: const    -0.010009
vwretd    1.436462
dtype: float64, 88357: const    -0.005247
vwretd    0.844890
dtype: float64, 88358: const    -0.002011
vwretd    3.142735
dtype: float64, 88359: const     0.000960
vwretd    1.808329
dtype: float64, 88360: const     0.007062
vwretd    1.899185
dtype: float64, 88362: const     0.026166
vwretd    1.060535
dtype: float64, 88364: const     0.001192
vwretd    6.286202
dtype: float64, 88365: const    -0.005466
vwretd    0.462467
dtype: float64, 88366: const     0.056244
vwretd    1.232716
dtype: float64, 88367: const     0.011009
vwretd    0.454356
dtype: float64, 88368: const     0.001464
vwretd    0.805748
dtype: float64, 88369: const     0.043197
vwretd    2.576521
dtype: float64, 88370: const    -0.007043
vwretd    0.591555
dtype: float64, 88371: const     0.011769
vwretd    2.771922
dtype: float64, 88372: const     0.023861
vwretd    1.135176
dtype: float64, 88373: const     0.006867
vwretd    0.493369
dtype: float64, 88374: const    -0.017986
vwretd    0.664335
dtype: float64, 88377: const    -0.032337
vwretd    3.616087
dtype: float64, 88378: const    -0.024729
vwretd    3.085342
dtype: float64, 88379: const     0.023573
vwretd    0.743170
dtype: float64, 88380: const    -0.070457
vwretd    4.272264
dtype: float64, 88381: const     0.001860
vwretd    1.113354
dtype: float64, 88382: const     0.271744
vwretd    6.558492
dtype: float64, 88383: const     0.033768
vwretd    3.809603
dtype: float64, 88384: const     0.003304
vwretd    0.531838
dtype: float64, 88385: const     0.006852
vwretd    3.647435
dtype: float64, 88386: const    -0.092578
vwretd    1.495335
dtype: float64, 88388: const     0.012798
vwretd    1.234981
dtype: float64, 88391: const     0.009294
vwretd    1.371183
dtype: float64, 88392: const    -0.008135
vwretd    1.307901
dtype: float64, 88393: const     0.010146
vwretd    1.781774
dtype: float64, 88396: const     0.000698
vwretd    1.402011
dtype: float64, 88397: const    -0.003381
vwretd    1.193040
dtype: float64, 88398: const     0.000676
vwretd    1.076801
dtype: float64, 88399: const     0.00090
vwretd    1.09689
dtype: float64, 88400: const    -0.001116
vwretd    0.497108
dtype: float64, 88401: const    -0.001232
vwretd    1.233018
dtype: float64, 88402: const     0.000658
vwretd    0.946427
dtype: float64, 88403: const    -0.000474
vwretd    1.049433
dtype: float64, 88404: const     0.001688
vwretd    1.082925
dtype: float64, 88405: const    -0.002398
vwretd    1.042827
dtype: float64, 88406: const     0.001219
vwretd    1.132658
dtype: float64, 88407: const     0.001533
vwretd    1.093959
dtype: float64, 88409: const    -0.011643
vwretd    1.446887
dtype: float64, 88410: const     0.000602
vwretd    1.287629
dtype: float64, 88411: const     0.000446
vwretd    1.195696
dtype: float64, 88412: const    -0.024547
vwretd    1.896004
dtype: float64, 88414: const    -0.239676
vwretd    1.759108
dtype: float64, 88415: const     0.073854
vwretd    3.933293
dtype: float64, 88416: const     0.008021
vwretd    0.507258
dtype: float64, 88417: const     0.005085
vwretd    2.036311
dtype: float64, 88418: const    -0.019554
vwretd    1.332286
dtype: float64, 88419: const    -0.000728
vwretd    2.303566
dtype: float64, 88420: const     0.031551
vwretd    1.370752
dtype: float64, 88421: const     0.010213
vwretd    0.732242
dtype: float64, 88422: const    -0.014560
vwretd    2.777774
dtype: float64, 88423: const    -0.000789
vwretd    2.124708
dtype: float64, 88424: const     0.005161
vwretd    1.759695
dtype: float64, 88425: const    -0.024841
vwretd    2.733845
dtype: float64, 88426: const    -0.159163
vwretd    1.802957
dtype: float64, 88427: const     0.009401
vwretd    1.901679
dtype: float64, 88428: const    -0.161428
vwretd    0.742586
dtype: float64, 88429: const    -0.011440
vwretd    1.025027
dtype: float64, 88430: const    -0.019244
vwretd    4.166562
dtype: float64, 88431: const     0.024770
vwretd    3.161176
dtype: float64, 88432: const     0.008319
vwretd    1.785122
dtype: float64, 88433: const     0.021921
vwretd    0.149302
dtype: float64, 88434: const    -0.001236
vwretd    1.399293
dtype: float64, 88435: const    -0.008109
vwretd   -0.241737
dtype: float64, 88436: const     0.000089
vwretd    0.718772
dtype: float64, 88437: const    -0.185973
vwretd    2.533387
dtype: float64, 88439: const     0.004601
vwretd    2.308431
dtype: float64, 88440: const     0.04982
vwretd   -0.01618
dtype: float64, 88441: const     0.008770
vwretd    1.894983
dtype: float64, 88442: const     0.004888
vwretd    1.508409
dtype: float64, 88443: const    -0.026462
vwretd    0.972936
dtype: float64, 88444: const    -0.161885
vwretd    0.213014
dtype: float64, 88445: const     0.004056
vwretd    1.226118
dtype: float64, 88446: const     0.014872
vwretd    1.300283
dtype: float64, 88447: const    -0.147399
vwretd    0.794629
dtype: float64, 88448: const     0.008578
vwretd    2.756097
dtype: float64, 88449: const    -0.012472
vwretd    2.092625
dtype: float64, 88450: const    -0.010858
vwretd    3.042537
dtype: float64, 88451: const     0.015827
vwretd    3.146596
dtype: float64, 88452: const    -0.028190
vwretd   -1.696313
dtype: float64, 88453: const    -0.145673
vwretd    2.238846
dtype: float64, 88454: const    -0.037911
vwretd    0.667835
dtype: float64, 88455: const    -0.036315
vwretd   -0.557053
dtype: float64, 88456: const     0.417992
vwretd    8.622033
dtype: float64, 88457: const     0.012030
vwretd    1.637853
dtype: float64, 88458: const     0.020367
vwretd    2.181348
dtype: float64, 88459: const     0.031827
vwretd    1.381008
dtype: float64, 88460: const     0.027496
vwretd    0.361837
dtype: float64, 88461: const     0.000852
vwretd    0.221729
dtype: float64, 88462: const     0.034592
vwretd    1.009570
dtype: float64, 88463: const     0.005024
vwretd    2.779473
dtype: float64, 88464: const     0.097612
vwretd   -1.568067
dtype: float64, 88466: const     0.005222
vwretd    1.752878
dtype: float64, 88467: const     0.002965
vwretd    1.393593
dtype: float64, 88468: const     0.014188
vwretd    1.603171
dtype: float64, 88469: const    -0.016702
vwretd    1.475132
dtype: float64, 88470: const     0.075245
vwretd    0.874209
dtype: float64, 88471: const    -0.011210
vwretd    1.915506
dtype: float64, 88472: const    -0.128419
vwretd    1.387887
dtype: float64, 88473: const     0.114944
vwretd    2.282204
dtype: float64, 88474: const    -0.100351
vwretd   -0.375966
dtype: float64, 88475: const     0.016362
vwretd    1.023688
dtype: float64, 88476: const    -0.039485
vwretd    1.885023
dtype: float64, 88477: const    -0.019466
vwretd    1.789531
dtype: float64, 88478: const     0.024956
vwretd    1.971206
dtype: float64, 88479: const    -0.039596
vwretd    1.099926
dtype: float64, 88480: const    -0.003512
vwretd    0.304631
dtype: float64, 88481: const     0.042994
vwretd    3.301917
dtype: float64, 88482: const     0.003153
vwretd    0.921467
dtype: float64, 88483: const     0.000637
vwretd    0.531254
dtype: float64, 88484: const    -0.134370
vwretd    1.313694
dtype: float64, 88485: const     0.003882
vwretd    1.890987
dtype: float64, 88486: const    -0.132647
vwretd    2.927558
dtype: float64, 88487: const    -0.006042
vwretd    1.365108
dtype: float64, 88488: const    -0.002068
vwretd    0.792095
dtype: float64, 88489: const    -0.022279
vwretd    1.258846
dtype: float64, 88490: const     0.005741
vwretd    1.653463
dtype: float64, 88492: const    -0.065745
vwretd    1.212226
dtype: float64, 88493: const     0.019617
vwretd    1.363114
dtype: float64, 88494: const     0.005826
vwretd    1.036447
dtype: float64, 88495: const    -0.001135
vwretd    1.860395
dtype: float64, 88496: const    -0.018747
vwretd    1.890844
dtype: float64, 88497: const    -0.024955
vwretd    1.323456
dtype: float64, 88498: const     0.002831
vwretd    0.887501
dtype: float64, 88499: const     0.017405
vwretd    0.919406
dtype: float64, 88500: const    -0.014984
vwretd    4.029209
dtype: float64, 88501: const     0.013196
vwretd    2.275758
dtype: float64, 88502: const    -0.038672
vwretd    0.793975
dtype: float64, 88503: const     0.057956
vwretd    0.117748
dtype: float64, 88504: const     0.005671
vwretd    1.348365
dtype: float64, 88505: const    -0.147484
vwretd    0.297966
dtype: float64, 88507: const    -0.000515
vwretd    2.014833
dtype: float64, 88508: const     0.050058
vwretd    4.580254
dtype: float64, 88510: const     0.001699
vwretd    0.996030
dtype: float64, 88511: const     0.008344
vwretd    2.259941
dtype: float64, 88513: const     0.034290
vwretd    3.586485
dtype: float64, 88514: const     0.037564
vwretd    2.670429
dtype: float64, 88515: const    -0.040758
vwretd    1.878544
dtype: float64, 88516: const     0.017935
vwretd    1.737227
dtype: float64, 88517: const     0.134119
vwretd   -4.303367
dtype: float64, 88518: const    -0.009967
vwretd    2.350643
dtype: float64, 88519: const     0.053435
vwretd    4.706703
dtype: float64, 88520: const     0.111483
vwretd    6.172781
dtype: float64, 88521: const     0.065503
vwretd    0.831183
dtype: float64, 88522: const    -0.089089
vwretd    2.589234
dtype: float64, 88523: const    -0.011831
vwretd    3.790962
dtype: float64, 88524: const    -0.149959
vwretd    2.186359
dtype: float64, 88525: const    -0.661989
vwretd    3.861918
dtype: float64, 88526: const    -0.002723
vwretd    1.620031
dtype: float64, 88527: const    -0.014708
vwretd    2.729188
dtype: float64, 88528: const    -0.168699
vwretd    6.219630
dtype: float64, 88529: const    -0.008111
vwretd    1.974175
dtype: float64, 88530: const    -0.219714
vwretd    1.551366
dtype: float64, 88531: const    -0.033940
vwretd    1.063997
dtype: float64, 88532: const     0.013853
vwretd    1.199986
dtype: float64, 88533: const     0.146028
vwretd    1.403879
dtype: float64, 88534: const     0.008653
vwretd    0.767393
dtype: float64, 88535: const     0.012265
vwretd    1.572524
dtype: float64, 88536: const     0.023265
vwretd    2.149606
dtype: float64, 88537: const    -0.015789
vwretd    2.292630
dtype: float64, 88538: const    -0.049082
vwretd    1.964483
dtype: float64, 88539: const     0.057151
vwretd    3.249070
dtype: float64, 88540: const    -0.025065
vwretd    1.661287
dtype: float64, 88541: const     0.004989
vwretd    1.051590
dtype: float64, 88542: const     0.000431
vwretd    1.338674
dtype: float64, 88543: const    -0.008724
vwretd    2.721678
dtype: float64, 88544: const    -0.041920
vwretd    1.368492
dtype: float64, 88545: const     0.010516
vwretd    1.161628
dtype: float64, 88546: const     0.004345
vwretd    1.422633
dtype: float64, 88547: const     0.011719
vwretd    2.150931
dtype: float64, 88548: const    -0.005016
vwretd    2.291581
dtype: float64, 88549: const     0.015626
vwretd    2.970947
dtype: float64, 88550: const     0.012540
vwretd    1.285459
dtype: float64, 88551: const    -0.099795
vwretd    2.965525
dtype: float64, 88552: const    -0.066032
vwretd    2.588454
dtype: float64, 88553: const     0.004715
vwretd    1.029932
dtype: float64, 88554: const    -0.014231
vwretd    0.596944
dtype: float64, 88555: const     0.186697
vwretd    0.914324
dtype: float64, 88556: const     0.004317
vwretd    1.417347
dtype: float64, 88557: const     0.034735
vwretd    0.720166
dtype: float64, 88558: const     0.041392
vwretd    2.942677
dtype: float64, 88559: const    -0.002604
vwretd    2.063147
dtype: float64, 88560: const    -0.134895
vwretd    0.729952
dtype: float64, 88561: const    -0.083323
vwretd    2.873335
dtype: float64, 88562: const    -0.008541
vwretd    0.649297
dtype: float64, 88563: const     0.159068
vwretd    1.636141
dtype: float64, 88564: const    -0.014804
vwretd    1.480503
dtype: float64, 88565: const     0.023212
vwretd    1.077922
dtype: float64, 88566: const     0.015264
vwretd    1.679835
dtype: float64, 88567: const     0.039636
vwretd    2.759033
dtype: float64, 88568: const     0.010528
vwretd    0.646672
dtype: float64, 88569: const     0.034972
vwretd    5.141098
dtype: float64, 88570: const    -0.020439
vwretd    0.082359
dtype: float64, 88571: const    -0.078366
vwretd    2.291598
dtype: float64, 88572: const    -0.023693
vwretd    1.412988
dtype: float64, 88573: const     0.012525
vwretd    5.633799
dtype: float64, 88574: const     0.010416
vwretd    1.564891
dtype: float64, 88575: const     0.007755
vwretd    2.511709
dtype: float64, 88576: const    -0.022197
vwretd    1.166779
dtype: float64, 88577: const    -0.016140
vwretd    2.033353
dtype: float64, 88578: const     0.030522
vwretd    1.491454
dtype: float64, 88579: const     0.009132
vwretd    4.261323
dtype: float64, 88580: const     0.006762
vwretd    1.425585
dtype: float64, 88581: const     0.009984
vwretd    0.422785
dtype: float64, 88582: const    -0.046892
vwretd    6.910786
dtype: float64, 88583: const     0.001120
vwretd    3.417228
dtype: float64, 88584: const    -0.122484
vwretd    2.906395
dtype: float64, 88585: const    -0.070946
vwretd    1.956940
dtype: float64, 88587: const    -0.000216
vwretd    4.445484
dtype: float64, 88588: const     0.028180
vwretd    0.932597
dtype: float64, 88589: const    -0.122011
vwretd    0.973135
dtype: float64, 88590: const     0.006245
vwretd    0.667704
dtype: float64, 88591: const     0.097543
vwretd    4.519184
dtype: float64, 88592: const    -0.002164
vwretd    1.221969
dtype: float64, 88593: const     0.009174
vwretd    1.158019
dtype: float64, 88595: const    -0.001180
vwretd    0.777889
dtype: float64, 88596: const     0.015383
vwretd    1.238238
dtype: float64, 88597: const     0.000812
vwretd    1.799290
dtype: float64, 88598: const    -0.003038
vwretd    2.045202
dtype: float64, 88599: const    -0.100055
vwretd    0.579160
dtype: float64, 88600: const    -0.000099
vwretd    1.347820
dtype: float64, 88601: const    -0.041054
vwretd    3.607738
dtype: float64, 88602: const     0.008756
vwretd    1.768451
dtype: float64, 88603: const     0.005212
vwretd    1.049827
dtype: float64, 88604: const    -0.000274
vwretd    1.026138
dtype: float64, 88605: const     0.003801
vwretd    1.361745
dtype: float64, 88606: const    -0.000049
vwretd    0.923047
dtype: float64, 88607: const    -0.000189
vwretd    1.232984
dtype: float64, 88608: const     0.001434
vwretd    1.133765
dtype: float64, 88609: const    -0.002147
vwretd    0.932227
dtype: float64, 88610: const    -0.000793
vwretd    1.341807
dtype: float64, 88611: const    -0.004637
vwretd    2.605064
dtype: float64, 88612: const    -0.001596
vwretd    1.347680
dtype: float64, 88613: const    -0.011327
vwretd    1.206354
dtype: float64, 88614: const    -0.012166
vwretd    1.936591
dtype: float64, 88615: const     0.003544
vwretd    0.933854
dtype: float64, 88616: const    -0.000844
vwretd    0.834111
dtype: float64, 88617: const     0.024810
vwretd    1.868458
dtype: float64, 88618: const     0.044252
vwretd    3.235408
dtype: float64, 88620: const    -0.011103
vwretd    2.456588
dtype: float64, 88621: const    -0.051065
vwretd    0.326974
dtype: float64, 88622: const    -0.012588
vwretd    3.280333
dtype: float64, 88623: const    -0.02251
vwretd    2.12003
dtype: float64, 88624: const     0.007508
vwretd    3.066628
dtype: float64, 88625: const    -0.010965
vwretd    1.547099
dtype: float64, 88626: const     0.003172
vwretd    1.479587
dtype: float64, 88627: const    -0.019681
vwretd    1.316764
dtype: float64, 88628: const     0.063492
vwretd    6.175324
dtype: float64, 88629: const     0.007771
vwretd    0.451170
dtype: float64, 88630: const    -0.029882
vwretd    3.159049
dtype: float64, 88631: const     0.011964
vwretd    1.815924
dtype: float64, 88632: const     0.019292
vwretd    2.464399
dtype: float64, 88633: const    -0.015233
vwretd    2.286301
dtype: float64, 88634: const     0.020975
vwretd    0.912524
dtype: float64, 88635: const     0.006664
vwretd    0.480477
dtype: float64, 88636: const     0.015478
vwretd    4.031481
dtype: float64, 88637: const     0.012534
vwretd    3.477741
dtype: float64, 88638: const    -0.202408
vwretd    0.535026
dtype: float64, 88639: const     0.025120
vwretd    0.265707
dtype: float64, 88640: const     0.016756
vwretd    1.260725
dtype: float64, 88641: const    -0.257310
vwretd    1.718772
dtype: float64, 88642: const    -0.010449
vwretd    1.979799
dtype: float64, 88643: const     0.002014
vwretd    0.640203
dtype: float64, 88645: const     0.006492
vwretd    1.261530
dtype: float64, 88646: const     0.019585
vwretd    1.718220
dtype: float64, 88648: const     0.002402
vwretd    1.900998
dtype: float64, 88649: const     0.049458
vwretd    0.381553
dtype: float64, 88650: const     0.04486
vwretd    0.07283
dtype: float64, 88651: const    -0.001085
vwretd    3.033691
dtype: float64, 88652: const    -0.016708
vwretd    1.612723
dtype: float64, 88653: const     0.015066
vwretd    1.305340
dtype: float64, 88654: const     0.041914
vwretd   -0.693263
dtype: float64, 88655: const     0.018085
vwretd   -1.845423
dtype: float64, 88656: const    -0.001592
vwretd    1.266784
dtype: float64, 88657: const     0.011741
vwretd    0.212886
dtype: float64, 88658: const     0.011272
vwretd    1.062169
dtype: float64, 88659: const     0.003968
vwretd    1.456890
dtype: float64, 88660: const     0.006759
vwretd    0.916557
dtype: float64, 88661: const     0.006943
vwretd    1.331403
dtype: float64, 88663: const     0.008296
vwretd    0.798888
dtype: float64, 88664: const     0.014848
vwretd    0.788417
dtype: float64, 88665: const     0.118862
vwretd    2.487264
dtype: float64, 88666: const     0.031151
vwretd    0.106588
dtype: float64, 88667: const    -0.002747
vwretd   -0.117986
dtype: float64, 88668: const     0.008232
vwretd    1.035055
dtype: float64, 88669: const     0.023670
vwretd    0.590872
dtype: float64, 88670: const     0.006904
vwretd    0.535932
dtype: float64, 88671: const     0.048151
vwretd    1.658468
dtype: float64, 88672: const     0.031385
vwretd   -0.331656
dtype: float64, 88673: const    -0.007853
vwretd    1.399010
dtype: float64, 88674: const    -0.009852
vwretd    2.582898
dtype: float64, 88675: const     0.045868
vwretd    0.399742
dtype: float64, 88676: const     0.013866
vwretd    0.695067
dtype: float64, 88677: const    -0.003796
vwretd    1.864616
dtype: float64, 88678: const     0.000225
vwretd    0.981641
dtype: float64, 88679: const    -0.169178
vwretd   -0.473086
dtype: float64, 88681: const     0.011065
vwretd    0.699586
dtype: float64, 88682: const     0.013265
vwretd    0.966821
dtype: float64, 88683: const     0.002269
vwretd    1.320829
dtype: float64, 88699: const     0.084157
vwretd   -2.756627
dtype: float64, 88701: const    -0.022829
vwretd    0.988736
dtype: float64, 88717: const    -0.118688
vwretd    4.372821
dtype: float64, 88718: const     0.022752
vwretd    2.847028
dtype: float64, 88719: const     0.003791
vwretd    0.577502
dtype: float64, 88720: const    -0.027628
vwretd    1.190930
dtype: float64, 88721: const    -0.003210
vwretd    3.196593
dtype: float64, 88722: const    -0.276527
vwretd    1.495938
dtype: float64, 88724: const    -0.232868
vwretd    8.010097
dtype: float64, 88725: const     0.018369
vwretd    1.320395
dtype: float64, 88726: const    -0.074433
vwretd    3.675373
dtype: float64, 88727: const     0.005478
vwretd    1.720931
dtype: float64, 88729: const    -0.001014
vwretd    1.250502
dtype: float64, 88730: const    -0.010966
vwretd    1.750964
dtype: float64, 88731: const     0.029257
vwretd    3.633896
dtype: float64, 88732: const     0.068773
vwretd    1.359616
dtype: float64, 88733: const     0.012959
vwretd    2.389882
dtype: float64, 88734: const     0.155630
vwretd    2.649353
dtype: float64, 88735: const    -0.158620
vwretd    3.347907
dtype: float64, 88736: const     0.003884
vwretd    1.053176
dtype: float64, 88737: const     0.002527
vwretd    1.657571
dtype: float64, 88738: const     0.108715
vwretd    4.653670
dtype: float64, 88739: const     0.001920
vwretd    1.880483
dtype: float64, 88740: const     0.000992
vwretd    1.339976
dtype: float64, 88741: const     0.126450
vwretd    7.954456
dtype: float64, 88742: const     0.011933
vwretd    0.717993
dtype: float64, 88743: const    -0.002706
vwretd    1.879540
dtype: float64, 88745: const    -0.058826
vwretd    1.886600
dtype: float64, 88746: const    -0.013477
vwretd    0.181694
dtype: float64, 88747: const     0.217606
vwretd    5.215211
dtype: float64, 88748: const     0.020618
vwretd    0.714199
dtype: float64, 88749: const     0.026411
vwretd    0.313033
dtype: float64, 88750: const     0.001644
vwretd    1.546319
dtype: float64, 88751: const    -0.085777
vwretd    2.230379
dtype: float64, 88752: const    -0.012559
vwretd    1.689332
dtype: float64, 88779: const     0.003496
vwretd    1.326181
dtype: float64, 88783: const    -0.117950
vwretd    1.545013
dtype: float64, 88784: const     0.003948
vwretd    1.090450
dtype: float64, 88785: const    -0.044943
vwretd    3.034730
dtype: float64, 88786: const     0.008299
vwretd    2.015974
dtype: float64, 88787: const    -0.042601
vwretd   -0.898867
dtype: float64, 88788: const     0.007802
vwretd    1.075146
dtype: float64, 88789: const     0.009272
vwretd    1.078811
dtype: float64, 88790: const     0.014213
vwretd    1.672043
dtype: float64, 88791: const    -0.012856
vwretd    2.118013
dtype: float64, 88792: const     0.004943
vwretd    0.685025
dtype: float64, 88793: const     0.012557
vwretd    0.869474
dtype: float64, 88794: const    -0.187088
vwretd    3.767292
dtype: float64, 88795: const     0.007053
vwretd    1.831775
dtype: float64, 88797: const    -0.015751
vwretd    0.659883
dtype: float64, 88798: const     0.114208
vwretd    1.562268
dtype: float64, 88799: const    -0.022837
vwretd    2.080079
dtype: float64, 88800: const    -0.147593
vwretd   -1.154461
dtype: float64, 88801: const     0.009515
vwretd    1.364021
dtype: float64, 88802: const     0.001885
vwretd    2.180113
dtype: float64, 88803: const     0.057508
vwretd    3.018736
dtype: float64, 88804: const    -0.108950
vwretd    1.014345
dtype: float64, 88806: const    -0.065835
vwretd    1.081064
dtype: float64, 88807: const     0.002268
vwretd    1.936198
dtype: float64, 88808: const     0.020431
vwretd    0.120938
dtype: float64, 88809: const    -0.028187
vwretd    3.445536
dtype: float64, 88810: const     0.000952
vwretd    1.249325
dtype: float64, 88811: const     0.019667
vwretd    1.226558
dtype: float64, 88812: const    -0.043095
vwretd   -1.285679
dtype: float64, 88813: const     0.019361
vwretd    1.966179
dtype: float64, 88814: const     0.001221
vwretd    1.273454
dtype: float64, 88815: const    -0.000234
vwretd    2.060720
dtype: float64, 88816: const    -0.000125
vwretd    1.112002
dtype: float64, 88817: const    -0.006715
vwretd    1.701970
dtype: float64, 88818: const     0.00487
vwretd    1.49849
dtype: float64, 88819: const    -0.004524
vwretd   -0.514447
dtype: float64, 88820: const     0.003271
vwretd    0.824209
dtype: float64, 88821: const     0.014123
vwretd    0.840086
dtype: float64, 88822: const     0.010707
vwretd    0.697551
dtype: float64, 88824: const     0.085682
vwretd    0.474550
dtype: float64, 88825: const     0.010019
vwretd    0.753352
dtype: float64, 88826: const     0.021704
vwretd    0.744867
dtype: float64, 88827: const    -0.002197
vwretd    1.219761
dtype: float64, 88828: const     0.015994
vwretd    0.499362
dtype: float64, 88829: const    -0.125875
vwretd    6.692064
dtype: float64, 88830: const    -0.035339
vwretd    1.048995
dtype: float64, 88831: const    -0.033830
vwretd    0.981841
dtype: float64, 88832: const     0.009176
vwretd    1.312321
dtype: float64, 88835: const    -0.005970
vwretd    2.842925
dtype: float64, 88836: const     0.009465
vwretd    2.285914
dtype: float64, 88837: const     0.007425
vwretd    1.142247
dtype: float64, 88838: const    -0.001576
vwretd    3.456623
dtype: float64, 88839: const    -0.004028
vwretd    1.251780
dtype: float64, 88840: const    -0.052399
vwretd    0.947442
dtype: float64, 88841: const     0.000529
vwretd    1.053248
dtype: float64, 88842: const     0.018745
vwretd    1.182616
dtype: float64, 88845: const     0.014548
vwretd    0.934248
dtype: float64, 88846: const    -0.039369
vwretd    0.376365
dtype: float64, 88847: const     0.019184
vwretd    0.180919
dtype: float64, 88848: const     0.003255
vwretd    0.536040
dtype: float64, 88849: const    -0.036860
vwretd    1.840798
dtype: float64, 88850: const    -0.023796
vwretd    0.733756
dtype: float64, 88851: const    -0.012978
vwretd    1.204878
dtype: float64, 88852: const     0.026474
vwretd    0.371260
dtype: float64, 88853: const    -0.000941
vwretd    1.626703
dtype: float64, 88854: const    -0.001046
vwretd    0.961665
dtype: float64, 88855: const    -0.007663
vwretd    0.780733
dtype: float64, 88856: const    -0.033937
vwretd    1.659405
dtype: float64, 88857: const     0.007530
vwretd    0.491073
dtype: float64, 88858: const     0.018305
vwretd   -0.232567
dtype: float64, 88859: const     0.026183
vwretd    0.124653
dtype: float64, 88860: const     0.014953
vwretd    1.956119
dtype: float64, 88861: const    -0.111716
vwretd    0.629624
dtype: float64, 88862: const     0.019407
vwretd    0.751438
dtype: float64, 88863: const     0.017961
vwretd    1.258536
dtype: float64, 88864: const    -0.186845
vwretd   -5.126070
dtype: float64, 88865: const    -0.002980
vwretd    1.154834
dtype: float64, 88866: const     0.040289
vwretd    0.761002
dtype: float64, 88867: const     0.019430
vwretd    0.633229
dtype: float64, 88868: const     0.017907
vwretd    0.669995
dtype: float64, 88869: const     0.012156
vwretd    1.650838
dtype: float64, 88871: const     0.008676
vwretd    1.289159
dtype: float64, 88872: const     0.000002
vwretd    1.155306
dtype: float64, 88873: const     0.005943
vwretd    0.963065
dtype: float64, 88875: const    -0.034519
vwretd    0.905054
dtype: float64, 88876: const     0.004253
vwretd    0.179631
dtype: float64, 88877: const     0.005987
vwretd    0.049075
dtype: float64, 88878: const     0.005317
vwretd    0.122014
dtype: float64, 88879: const     0.004503
vwretd    0.044169
dtype: float64, 88880: const     0.005750
vwretd   -0.033971
dtype: float64, 88881: const     0.004517
vwretd    0.071200
dtype: float64, 88882: const    -0.003421
vwretd    1.160788
dtype: float64, 88883: const    -0.401690
vwretd    4.335717
dtype: float64, 88884: const     0.002787
vwretd    0.624143
dtype: float64, 88885: const     0.004155
vwretd    1.137682
dtype: float64, 88886: const    -0.017542
vwretd    1.336638
dtype: float64, 88888: const     0.007077
vwretd    1.041867
dtype: float64, 88890: const     0.105322
vwretd   -1.378818
dtype: float64, 88891: const     0.001782
vwretd    0.961206
dtype: float64, 88892: const     0.014323
vwretd    0.888362
dtype: float64, 88893: const     0.001142
vwretd    0.936635
dtype: float64, 88894: const     0.001778
vwretd    0.962896
dtype: float64, 88895: const     0.008713
vwretd    1.107835
dtype: float64, 88896: const     0.006308
vwretd    1.320054
dtype: float64, 88897: const    -0.000372
vwretd    2.175216
dtype: float64, 88899: const     0.086219
vwretd    0.093075
dtype: float64, 88900: const    -0.158864
vwretd    0.224210
dtype: float64, 88901: const     0.009077
vwretd    0.628261
dtype: float64, 88902: const     0.002935
vwretd    0.931675
dtype: float64, 88903: const     0.004012
vwretd    1.172686
dtype: float64, 88904: const    -0.002280
vwretd    0.553591
dtype: float64, 88905: const     0.010809
vwretd    0.990455
dtype: float64, 88906: const    -0.001069
vwretd    2.466971
dtype: float64, 88907: const     0.019763
vwretd    0.260677
dtype: float64, 88908: const     0.004017
vwretd    0.469312
dtype: float64, 88909: const     0.011918
vwretd    0.524155
dtype: float64, 88910: const    -0.036365
vwretd    2.820156
dtype: float64, 88911: const    -0.011407
vwretd    2.896672
dtype: float64, 88912: const     0.005355
vwretd    0.812621
dtype: float64, 88913: const     0.045899
vwretd    6.396335
dtype: float64, 88914: const    -0.116493
vwretd    2.967462
dtype: float64, 88915: const     0.011457
vwretd    1.737624
dtype: float64, 88916: const    -0.004697
vwretd    1.887108
dtype: float64, 88917: const    -0.009893
vwretd    2.122143
dtype: float64, 88919: const    -0.030986
vwretd    1.609534
dtype: float64, 88922: const     0.016654
vwretd    1.167873
dtype: float64, 88923: const     0.041205
vwretd    0.388607
dtype: float64, 88924: const     0.010123
vwretd    0.386129
dtype: float64, 88925: const     0.032010
vwretd    0.472313
dtype: float64, 88926: const     0.003639
vwretd    0.784439
dtype: float64, 88927: const     0.000733
vwretd    1.232597
dtype: float64, 88929: const     0.005406
vwretd    0.055207
dtype: float64, 88930: const     0.002959
vwretd    0.158481
dtype: float64, 88931: const     0.004668
vwretd    0.079829
dtype: float64, 88932: const     0.005431
vwretd    0.074833
dtype: float64, 88933: const     0.004729
vwretd    0.072705
dtype: float64, 88934: const     0.006007
vwretd    0.003261
dtype: float64, 88935: const     0.002993
vwretd    1.694589
dtype: float64, 88937: const    -0.017998
vwretd    1.183345
dtype: float64, 88938: const     0.030225
vwretd    0.682140
dtype: float64, 88939: const    -0.001252
vwretd    0.529543
dtype: float64, 88940: const     0.006456
vwretd    1.215392
dtype: float64, 88941: const    -0.002438
vwretd    0.494690
dtype: float64, 88942: const     0.033115
vwretd    0.438643
dtype: float64, 88943: const    -0.019836
vwretd    1.124391
dtype: float64, 88944: const     0.001895
vwretd    0.803178
dtype: float64, 88945: const    -0.001551
vwretd    2.015955
dtype: float64, 88946: const    -0.064551
vwretd    3.428591
dtype: float64, 88947: const    -0.039062
vwretd    0.422047
dtype: float64, 88948: const     0.027758
vwretd    3.841135
dtype: float64, 88949: const     0.013243
vwretd    1.113645
dtype: float64, 88950: const    -0.033324
vwretd    2.872760
dtype: float64, 88951: const     0.006364
vwretd    0.255220
dtype: float64, 88952: const     0.017018
vwretd    2.330931
dtype: float64, 88953: const     0.004872
vwretd    1.472272
dtype: float64, 88955: const    -0.213528
vwretd    0.446342
dtype: float64, 88957: const     0.005052
vwretd    0.676418
dtype: float64, 88958: const     0.003460
vwretd    1.077184
dtype: float64, 88960: const     0.000874
vwretd    1.042239
dtype: float64, 88961: const     0.001169
vwretd    1.005498
dtype: float64, 88962: const     0.040081
vwretd   -0.583364
dtype: float64, 88963: const     0.005771
vwretd    0.341685
dtype: float64, 88964: const     0.006860
vwretd    0.132442
dtype: float64, 88965: const     0.002052
vwretd    0.513768
dtype: float64, 88966: const    -0.089797
vwretd    0.855196
dtype: float64, 88967: const    -0.023829
vwretd    2.544821
dtype: float64, 88968: const     0.009314
vwretd    0.786190
dtype: float64, 88969: const    -0.107937
vwretd    5.679884
dtype: float64, 88970: const     0.000821
vwretd    0.785166
dtype: float64, 88971: const     0.014649
vwretd   -1.798727
dtype: float64, 88972: const     0.019303
vwretd    0.845517
dtype: float64, 88973: const     0.008729
vwretd    3.418328
dtype: float64, 88974: const     0.019552
vwretd    0.078159
dtype: float64, 88975: const     0.029804
vwretd    0.076209
dtype: float64, 88976: const     0.001289
vwretd    1.047447
dtype: float64, 88977: const    -0.004778
vwretd    1.342875
dtype: float64, 88978: const     0.040222
vwretd    1.896259
dtype: float64, 88979: const     0.010370
vwretd    0.521354
dtype: float64, 88980: const    -0.002172
vwretd    1.822357
dtype: float64, 88981: const     0.035210
vwretd   -1.901994
dtype: float64, 88982: const     0.015338
vwretd    0.754485
dtype: float64, 88983: const    -0.017230
vwretd    4.099391
dtype: float64, 88984: const     0.003300
vwretd    0.732929
dtype: float64, 88986: const     0.004086
vwretd    1.803435
dtype: float64, 88987: const    -0.037886
vwretd    1.695082
dtype: float64, 88988: const     0.008184
vwretd    1.258083
dtype: float64, 88989: const     0.010441
vwretd    0.481058
dtype: float64, 88990: const    -0.001384
vwretd    1.857844
dtype: float64, 88991: const    -0.012851
vwretd    1.281785
dtype: float64, 88992: const    -0.006837
vwretd    2.009418
dtype: float64, 88993: const     0.000630
vwretd    0.774805
dtype: float64, 88994: const     0.003729
vwretd    1.308905
dtype: float64, 88995: const     0.009297
vwretd    1.675228
dtype: float64, 88996: const     0.047262
vwretd   -0.743116
dtype: float64, 88997: const     0.041484
vwretd   -0.876828
dtype: float64, 88998: const     0.049324
vwretd   -1.279937
dtype: float64, 88999: const     0.035453
vwretd    0.191278
dtype: float64, 89000: const     0.006177
vwretd    1.250481
dtype: float64, 89001: const     0.012489
vwretd    2.287679
dtype: float64, 89002: const    -0.000767
vwretd    1.659139
dtype: float64, 89003: const     0.003048
vwretd    0.797547
dtype: float64, 89004: const     0.00969
vwretd    1.10217
dtype: float64, 89005: const     0.024451
vwretd    0.787728
dtype: float64, 89006: const     0.003693
vwretd    0.587403
dtype: float64, 89007: const     0.016374
vwretd    0.414325
dtype: float64, 89008: const    -0.005221
vwretd    2.187096
dtype: float64, 89009: const     0.003850
vwretd    0.305888
dtype: float64, 89010: const    -0.050189
vwretd    0.314098
dtype: float64, 89011: const     0.003707
vwretd    0.253686
dtype: float64, 89012: const     0.002698
vwretd    0.240974
dtype: float64, 89013: const     0.016912
vwretd    0.996757
dtype: float64, 89014: const     0.005581
vwretd    0.934059
dtype: float64, 89016: const     0.006405
vwretd    1.030233
dtype: float64, 89017: const     0.003841
vwretd    0.730912
dtype: float64, 89018: const    -0.015538
vwretd    1.110134
dtype: float64, 89019: const     0.001973
vwretd    2.223391
dtype: float64, 89021: const     0.000379
vwretd    0.839044
dtype: float64, 89022: const     0.001129
vwretd    0.535925
dtype: float64, 89023: const     0.019967
vwretd    1.442882
dtype: float64, 89025: const     0.02040
vwretd    1.83804
dtype: float64, 89026: const    -0.152931
vwretd    1.176157
dtype: float64, 89027: const    -0.191010
vwretd    3.427623
dtype: float64, 89028: const    -0.070882
vwretd    3.644971
dtype: float64, 89029: const    -0.020735
vwretd    1.618918
dtype: float64, 89030: const    -0.030041
vwretd    0.986091
dtype: float64, 89031: const     0.026593
vwretd    1.456143
dtype: float64, 89032: const    -0.016576
vwretd    0.505070
dtype: float64, 89033: const    -0.007458
vwretd    0.418995
dtype: float64, 89034: const     0.016046
vwretd   -0.562863
dtype: float64, 89035: const     0.011392
vwretd    0.825175
dtype: float64, 89036: const     0.007558
vwretd    0.854197
dtype: float64, 89037: const     0.030892
vwretd    0.586886
dtype: float64, 89038: const     0.004117
vwretd    0.537364
dtype: float64, 89039: const     0.073646
vwretd    2.320121
dtype: float64, 89040: const     0.002461
vwretd    1.297145
dtype: float64, 89041: const    -0.097151
vwretd   -0.228703
dtype: float64, 89043: const     0.004547
vwretd    1.411800
dtype: float64, 89044: const     0.000449
vwretd    1.722325
dtype: float64, 89045: const     0.016373
vwretd    0.723605
dtype: float64, 89046: const     0.000284
vwretd    0.915776
dtype: float64, 89047: const    -0.025069
vwretd    1.316046
dtype: float64, 89048: const    -0.001246
vwretd    0.735071
dtype: float64, 89049: const     0.003207
vwretd    0.165864
dtype: float64, 89050: const     0.003322
vwretd    0.231055
dtype: float64, 89051: const     0.004608
vwretd    0.127381
dtype: float64, 89052: const     0.004570
vwretd    0.153555
dtype: float64, 89053: const     0.002976
vwretd    0.151415
dtype: float64, 89056: const     0.012224
vwretd    1.128339
dtype: float64, 89057: const     0.000642
vwretd    1.069398
dtype: float64, 89058: const     0.000041
vwretd    1.116712
dtype: float64, 89059: const     0.000658
vwretd    1.079640
dtype: float64, 89060: const     0.000253
vwretd    1.179373
dtype: float64, 89061: const    -0.000267
vwretd    1.445375
dtype: float64, 89062: const    -0.003408
vwretd    1.437502
dtype: float64, 89063: const    -0.001299
vwretd    0.729981
dtype: float64, 89064: const     0.006395
vwretd    1.047352
dtype: float64, 89066: const    -0.002833
vwretd    2.669937
dtype: float64, 89067: const    -0.047448
vwretd    1.358035
dtype: float64, 89068: const    -0.001020
vwretd    0.887951
dtype: float64, 89069: const    -0.092374
vwretd    1.482051
dtype: float64, 89070: const     0.001545
vwretd    0.885635
dtype: float64, 89071: const     0.004903
vwretd    1.066232
dtype: float64, 89077: const     0.000513
vwretd    2.001908
dtype: float64, 89085: const    -0.031093
vwretd    1.512148
dtype: float64, 89093: const    -0.009620
vwretd    1.570846
dtype: float64, 89098: const    -0.077676
vwretd    0.709777
dtype: float64, 89099: const    -0.013560
vwretd    1.487558
dtype: float64, 89100: const     0.004225
vwretd    0.722910
dtype: float64, 89102: const     0.000012
vwretd    1.008030
dtype: float64, 89103: const     0.000424
vwretd    1.215209
dtype: float64, 89104: const     0.014903
vwretd    0.484761
dtype: float64, 89105: const     0.003399
vwretd    2.207619
dtype: float64, 89106: const    -0.054263
vwretd    0.847226
dtype: float64, 89108: const     0.004911
vwretd    1.002806
dtype: float64, 89109: const    -0.006226
vwretd    0.588192
dtype: float64, 89110: const     0.008851
vwretd    0.975872
dtype: float64, 89114: const    -0.034389
vwretd    0.502371
dtype: float64, 89122: const     0.002812
vwretd    0.963451
dtype: float64, 89125: const     0.007017
vwretd    1.135966
dtype: float64, 89126: const     0.019518
vwretd    0.523189
dtype: float64, 89127: const     0.005044
vwretd    0.774517
dtype: float64, 89128: const     0.066168
vwretd    1.761767
dtype: float64, 89129: const    -0.001718
vwretd    0.980489
dtype: float64, 89130: const    -0.010520
vwretd    1.721759
dtype: float64, 89131: const    -0.014031
vwretd    1.801099
dtype: float64, 89132: const     0.006327
vwretd    2.579929
dtype: float64, 89133: const     0.094136
vwretd    1.192078
dtype: float64, 89134: const     0.001299
vwretd    1.746115
dtype: float64, 89138: const     0.005454
vwretd    0.865590
dtype: float64, 89139: const     0.008735
vwretd    1.245226
dtype: float64, 89141: const     0.006412
vwretd    1.058466
dtype: float64, 89142: const     0.002378
vwretd    0.790390
dtype: float64, 89143: const     0.005935
vwretd    0.519646
dtype: float64, 89144: const    -0.024120
vwretd    0.464549
dtype: float64, 89145: const     0.031942
vwretd    2.182568
dtype: float64, 89147: const      0.773658
vwretd    14.519892
dtype: float64, 89148: const     0.005455
vwretd    1.870850
dtype: float64, 89149: const    -0.193106
vwretd    8.288375
dtype: float64, 89150: const    -0.009835
vwretd    1.475199
dtype: float64, 89151: const     0.004078
vwretd    2.230884
dtype: float64, 89152: const     0.013390
vwretd    0.933312
dtype: float64, 89154: const    -0.013161
vwretd    1.462793
dtype: float64, 89155: const     0.007092
vwretd    0.448603
dtype: float64, 89156: const     0.007071
vwretd    0.937800
dtype: float64, 89157: const    -0.013334
vwretd    0.486654
dtype: float64, 89158: const     0.006729
vwretd   -0.012199
dtype: float64, 89159: const     0.005710
vwretd    0.062534
dtype: float64, 89160: const     0.006149
vwretd    0.087395
dtype: float64, 89161: const     0.004726
vwretd    0.154396
dtype: float64, 89162: const     0.003940
vwretd    0.186489
dtype: float64, 89163: const     0.005662
vwretd    0.078193
dtype: float64, 89165: const    -0.119630
vwretd    1.381088
dtype: float64, 89166: const     0.006054
vwretd    1.798255
dtype: float64, 89167: const    -0.000691
vwretd    1.156356
dtype: float64, 89168: const     0.010568
vwretd    0.449772
dtype: float64, 89169: const     0.008458
vwretd    1.062685
dtype: float64, 89170: const     0.005536
vwretd    1.224779
dtype: float64, 89172: const    -0.013642
vwretd    1.514346
dtype: float64, 89173: const     0.062569
vwretd    4.982713
dtype: float64, 89174: const     0.012893
vwretd    0.586452
dtype: float64, 89175: const     0.008569
vwretd    1.825219
dtype: float64, 89176: const     0.020060
vwretd    0.172302
dtype: float64, 89177: const     0.026889
vwretd    2.194521
dtype: float64, 89179: const     0.008755
vwretd    0.776701
dtype: float64, 89181: const     0.015567
vwretd    1.718652
dtype: float64, 89182: const     0.004726
vwretd    0.022137
dtype: float64, 89183: const     0.004222
vwretd    0.000613
dtype: float64, 89184: const     0.004768
vwretd   -0.034904
dtype: float64, 89185: const     0.018099
vwretd    0.525358
dtype: float64, 89186: const     0.001093
vwretd    1.718270
dtype: float64, 89187: const     0.000022
vwretd    1.071363
dtype: float64, 89188: const    -0.001113
vwretd    1.170512
dtype: float64, 89189: const    -0.001417
vwretd    0.706332
dtype: float64, 89190: const    -0.000367
vwretd    1.249605
dtype: float64, 89191: const     0.003358
vwretd    1.430752
dtype: float64, 89192: const    -0.010560
vwretd    1.212522
dtype: float64, 89194: const     0.010305
vwretd    0.770622
dtype: float64, 89195: const     0.000321
vwretd    1.770740
dtype: float64, 89196: const     0.005724
vwretd    1.840022
dtype: float64, 89197: const    -0.027168
vwretd    1.715201
dtype: float64, 89198: const    -0.006376
vwretd    1.682146
dtype: float64, 89199: const    -0.010340
vwretd    1.731671
dtype: float64, 89200: const    -0.011480
vwretd    1.091581
dtype: float64, 89201: const     0.034260
vwretd    0.979374
dtype: float64, 89202: const     0.001369
vwretd    0.594704
dtype: float64, 89203: const     0.005398
vwretd    0.638552
dtype: float64, 89204: const     0.017132
vwretd    0.746345
dtype: float64, 89205: const    -0.026562
vwretd    3.297161
dtype: float64, 89206: const     0.058614
vwretd    0.752706
dtype: float64, 89207: const    -0.000798
vwretd    1.325788
dtype: float64, 89208: const    -0.000210
vwretd    2.230977
dtype: float64, 89210: const    -0.00405
vwretd    1.74783
dtype: float64, 89211: const     0.003836
vwretd    0.458948
dtype: float64, 89213: const     0.010385
vwretd    1.001420
dtype: float64, 89215: const     0.004130
vwretd    1.027317
dtype: float64, 89216: const     0.004711
vwretd    1.457737
dtype: float64, 89217: const     0.005657
vwretd    0.867017
dtype: float64, 89218: const    -0.004740
vwretd    0.343485
dtype: float64, 89221: const     0.003167
vwretd    0.285958
dtype: float64, 89223: const     0.013256
vwretd    0.441295
dtype: float64, 89224: const     0.021205
vwretd    1.714063
dtype: float64, 89225: const     0.007635
vwretd    0.314712
dtype: float64, 89227: const     0.016021
vwretd    1.023603
dtype: float64, 89229: const    -0.010596
vwretd    0.304447
dtype: float64, 89230: const     0.001897
vwretd    1.411309
dtype: float64, 89231: const    -0.001084
vwretd    0.817331
dtype: float64, 89232: const     0.000723
vwretd    1.173798
dtype: float64, 89233: const     0.002254
vwretd    0.664168
dtype: float64, 89234: const    -0.004343
vwretd    1.243546
dtype: float64, 89235: const    -0.000148
vwretd    1.049773
dtype: float64, 89236: const    -0.005871
vwretd    1.477447
dtype: float64, 89237: const     0.004673
vwretd    0.540868
dtype: float64, 89238: const    -0.012133
vwretd    1.531280
dtype: float64, 89239: const     0.034454
vwretd    1.407584
dtype: float64, 89240: const    -0.000704
vwretd    1.216800
dtype: float64, 89241: const     0.006491
vwretd    0.012258
dtype: float64, 89242: const     0.005675
vwretd    0.041245
dtype: float64, 89243: const     0.002343
vwretd    1.567539
dtype: float64, 89244: const    -0.004967
vwretd    1.404161
dtype: float64, 89245: const     0.006950
vwretd    0.283811
dtype: float64, 89246: const     0.000595
vwretd    1.768918
dtype: float64, 89247: const     0.001319
vwretd    0.609928
dtype: float64, 89249: const    -0.009101
vwretd    0.891483
dtype: float64, 89250: const     0.005464
vwretd    0.661420
dtype: float64, 89252: const    -0.013466
vwretd    1.603287
dtype: float64, 89253: const    -0.027000
vwretd    2.025125
dtype: float64, 89254: const    -0.017696
vwretd    0.635361
dtype: float64, 89256: const    -0.007665
vwretd    1.070317
dtype: float64, 89257: const     0.004386
vwretd    0.679632
dtype: float64, 89258: const    -0.001050
vwretd    1.673418
dtype: float64, 89259: const    -0.026083
vwretd    0.112659
dtype: float64, 89260: const     0.034745
vwretd    0.249176
dtype: float64, 89261: const    -0.007296
vwretd    1.368648
dtype: float64, 89262: const     0.003350
vwretd    0.494576
dtype: float64, 89263: const     0.005425
vwretd    0.595314
dtype: float64, 89264: const     0.014204
vwretd   -0.072297
dtype: float64, 89265: const     0.030880
vwretd    0.269983
dtype: float64, 89266: const     0.020201
vwretd    0.604047
dtype: float64, 89267: const     0.094252
vwretd    2.803311
dtype: float64, 89268: const    -0.023808
vwretd    1.028949
dtype: float64, 89269: const     0.013092
vwretd    0.816293
dtype: float64, 89270: const     0.003606
vwretd    0.659769
dtype: float64, 89271: const     0.003447
vwretd    1.356416
dtype: float64, 89272: const     0.044598
vwretd   -0.124158
dtype: float64, 89273: const    -0.033862
vwretd    2.044767
dtype: float64, 89274: const    -0.03747
vwretd    1.79001
dtype: float64, 89275: const     0.063916
vwretd    1.071297
dtype: float64, 89276: const    -0.019865
vwretd    3.282196
dtype: float64, 89277: const    -0.063217
vwretd    1.350178
dtype: float64, 89278: const    -0.001513
vwretd    0.526008
dtype: float64, 89279: const     0.005914
vwretd    0.387640
dtype: float64, 89280: const    -0.026278
vwretd    0.197795
dtype: float64, 89281: const     0.004747
vwretd    0.110318
dtype: float64, 89282: const     0.002997
vwretd    0.153974
dtype: float64, 89283: const     0.005203
vwretd    0.050407
dtype: float64, 89284: const     0.008487
vwretd    0.609013
dtype: float64, 89286: const    -0.000329
vwretd    1.161654
dtype: float64, 89288: const     0.015229
vwretd    1.630625
dtype: float64, 89289: const    -0.005051
vwretd    1.822871
dtype: float64, 89290: const     0.012593
vwretd    1.414755
dtype: float64, 89291: const     0.016147
vwretd   -0.171960
dtype: float64, 89292: const     0.000240
vwretd    0.843469
dtype: float64, 89293: const    -0.025371
vwretd    0.737874
dtype: float64, 89295: const     0.005146
vwretd    0.340795
dtype: float64, 89296: const     0.014944
vwretd    1.194265
dtype: float64, 89297: const     0.021891
vwretd    1.401001
dtype: float64, 89298: const    -0.000139
vwretd    1.467736
dtype: float64, 89300: const    -0.065931
vwretd    3.098361
dtype: float64, 89301: const     0.070707
vwretd    0.898836
dtype: float64, 89302: const    -0.005120
vwretd   -0.348244
dtype: float64, 89303: const     0.013405
vwretd    0.956475
dtype: float64, 89304: const     0.012777
vwretd    0.450335
dtype: float64, 89305: const     0.018192
vwretd    1.526130
dtype: float64, 89306: const     0.030386
vwretd    0.961395
dtype: float64, 89307: const     0.005382
vwretd    0.613337
dtype: float64, 89308: const    -0.022987
vwretd    0.913279
dtype: float64, 89309: const     0.003755
vwretd    0.492558
dtype: float64, 89310: const     0.004926
vwretd    0.764044
dtype: float64, 89312: const     0.018449
vwretd    1.811347
dtype: float64, 89313: const     0.006523
vwretd    1.416746
dtype: float64, 89315: const     0.000656
vwretd   -0.476204
dtype: float64, 89317: const     0.006688
vwretd    0.383275
dtype: float64, 89320: const    -0.002953
vwretd    0.555631
dtype: float64, 89321: const    -0.004913
vwretd    0.888418
dtype: float64, 89322: const    -0.047546
vwretd    3.747342
dtype: float64, 89323: const    -0.003218
vwretd    1.034392
dtype: float64, 89325: const    -0.013872
vwretd    0.990379
dtype: float64, 89326: const     0.017815
vwretd    0.143692
dtype: float64, 89327: const     0.007791
vwretd    1.775163
dtype: float64, 89328: const    -0.000592
vwretd    1.644686
dtype: float64, 89329: const    -0.004971
vwretd    1.804361
dtype: float64, 89330: const     0.008845
vwretd    1.344233
dtype: float64, 89331: const     0.010018
vwretd   -0.592317
dtype: float64, 89332: const    -0.005474
vwretd    1.163721
dtype: float64, 89333: const     0.010369
vwretd    1.984909
dtype: float64, 89335: const     0.003980
vwretd    0.254809
dtype: float64, 89336: const     0.002681
vwretd    0.210006
dtype: float64, 89337: const     0.005367
vwretd    0.136299
dtype: float64, 89338: const     0.004837
vwretd    0.103085
dtype: float64, 89339: const     0.003856
vwretd    0.142317
dtype: float64, 89340: const     0.003425
vwretd    0.206094
dtype: float64, 89341: const     0.002919
vwretd    0.598547
dtype: float64, 89342: const     0.003738
vwretd    0.133699
dtype: float64, 89343: const     0.005168
vwretd    0.093736
dtype: float64, 89344: const     0.003630
vwretd    0.083351
dtype: float64, 89345: const     0.100342
vwretd   -3.468450
dtype: float64, 89346: const    -0.005852
vwretd    1.088200
dtype: float64, 89347: const    -0.033501
vwretd    1.662285
dtype: float64, 89348: const     0.002162
vwretd    0.522588
dtype: float64, 89349: const     0.003094
vwretd    0.767020
dtype: float64, 89350: const     0.011414
vwretd    0.843676
dtype: float64, 89351: const     0.018038
vwretd    0.466541
dtype: float64, 89352: const    -0.029932
vwretd    1.851676
dtype: float64, 89353: const    -0.003811
vwretd    1.019085
dtype: float64, 89354: const    -0.050054
vwretd    6.039714
dtype: float64, 89355: const     0.001086
vwretd    0.987769
dtype: float64, 89356: const    -0.005081
vwretd    1.670669
dtype: float64, 89358: const     0.002374
vwretd    0.219827
dtype: float64, 89359: const     0.003357
vwretd    0.331949
dtype: float64, 89360: const     0.010672
vwretd    0.444169
dtype: float64, 89361: const     0.005402
vwretd    0.165143
dtype: float64, 89362: const     0.003661
vwretd    0.451907
dtype: float64, 89363: const     0.005505
vwretd    0.144505
dtype: float64, 89364: const     0.003946
vwretd    0.167099
dtype: float64, 89365: const     0.004824
vwretd    0.166666
dtype: float64, 89366: const    -0.010225
vwretd    1.708064
dtype: float64, 89367: const    -0.011887
vwretd    1.165122
dtype: float64, 89368: const     0.007651
vwretd    0.667044
dtype: float64, 89369: const    -0.002352
vwretd    1.204297
dtype: float64, 89370: const    -0.030680
vwretd    1.468952
dtype: float64, 89371: const     0.009994
vwretd    1.214310
dtype: float64, 89372: const     0.001431
vwretd    0.739454
dtype: float64, 89374: const     0.051415
vwretd   -0.481499
dtype: float64, 89375: const     0.020496
vwretd    0.804063
dtype: float64, 89376: const    -0.045663
vwretd    1.365274
dtype: float64, 89378: const     0.009760
vwretd    1.056841
dtype: float64, 89379: const     0.016816
vwretd    1.147521
dtype: float64, 89381: const     0.032383
vwretd    0.409689
dtype: float64, 89382: const     0.000231
vwretd    1.382897
dtype: float64, 89383: const     0.000190
vwretd    2.478117
dtype: float64, 89384: const    -0.190947
vwretd   -1.984734
dtype: float64, 89385: const     0.044517
vwretd   -2.862394
dtype: float64, 89386: const     0.004576
vwretd    2.139652
dtype: float64, 89387: const     0.003379
vwretd    0.495601
dtype: float64, 89388: const    -0.053472
vwretd    2.378362
dtype: float64, 89389: const     0.023393
vwretd    1.336507
dtype: float64, 89390: const     0.026615
vwretd    1.353884
dtype: float64, 89391: const    -0.106121
vwretd    2.262877
dtype: float64, 89392: const     0.006517
vwretd    1.239948
dtype: float64, 89393: const     0.028550
vwretd    1.167385
dtype: float64, 89394: const     0.007949
vwretd    2.400982
dtype: float64, 89395: const     0.007264
vwretd    0.991654
dtype: float64, 89396: const    -0.005915
vwretd    1.786582
dtype: float64, 89397: const    -0.001538
vwretd    1.096508
dtype: float64, 89398: const    -0.005208
vwretd    1.366902
dtype: float64, 89399: const    -0.017300
vwretd    1.665626
dtype: float64, 89400: const    -0.034729
vwretd    3.440511
dtype: float64, 89401: const     0.011841
vwretd    0.669988
dtype: float64, 89402: const     0.005536
vwretd    0.709908
dtype: float64, 89403: const     0.009592
vwretd    1.383040
dtype: float64, 89404: const    -0.044179
vwretd    3.645710
dtype: float64, 89405: const     0.007314
vwretd    0.870470
dtype: float64, 89406: const     0.007161
vwretd    1.571515
dtype: float64, 89407: const    -0.006364
vwretd    2.619720
dtype: float64, 89408: const     0.013479
vwretd    0.944311
dtype: float64, 89409: const     0.003574
vwretd    0.961625
dtype: float64, 89410: const     0.003490
vwretd    1.144807
dtype: float64, 89411: const    -0.032873
vwretd    1.488100
dtype: float64, 89413: const     0.003229
vwretd    1.903049
dtype: float64, 89414: const    -0.014283
vwretd    1.514863
dtype: float64, 89415: const     0.033337
vwretd    0.239421
dtype: float64, 89416: const     0.002636
vwretd    1.152403
dtype: float64, 89417: const     0.021480
vwretd    0.593324
dtype: float64, 89418: const    -0.005489
vwretd    0.935598
dtype: float64, 89419: const    -0.004933
vwretd    1.862089
dtype: float64, 89420: const     0.167206
vwretd   -3.637511
dtype: float64, 89421: const    -0.033558
vwretd    1.637850
dtype: float64, 89422: const     0.031289
vwretd    0.004407
dtype: float64, 89423: const     0.016424
vwretd    0.114574
dtype: float64, 89424: const     0.003738
vwretd    0.591854
dtype: float64, 89425: const     0.001174
vwretd    0.917077
dtype: float64, 89426: const     0.033082
vwretd    0.295814
dtype: float64, 89428: const     0.000692
vwretd    1.088361
dtype: float64, 89429: const    -0.000348
vwretd    1.005867
dtype: float64, 89431: const     0.003832
vwretd    0.651313
dtype: float64, 89432: const     0.025266
vwretd   -0.023215
dtype: float64, 89434: const     0.060797
vwretd   -0.142334
dtype: float64, 89435: const     0.000499
vwretd    0.636777
dtype: float64, 89436: const     0.000823
vwretd    0.338906
dtype: float64, 89437: const     0.001930
vwretd    0.288693
dtype: float64, 89438: const     0.001763
vwretd    0.272390
dtype: float64, 89440: const     0.002933
vwretd    0.712663
dtype: float64, 89441: const     0.032827
vwretd   -0.977959
dtype: float64, 89442: const     0.053774
vwretd    1.416188
dtype: float64, 89443: const     0.000447
vwretd    0.877187
dtype: float64, 89444: const     0.003632
vwretd    0.755523
dtype: float64, 89445: const     0.010896
vwretd    1.210054
dtype: float64, 89447: const     0.005904
vwretd    0.724728
dtype: float64, 89448: const    -0.084964
vwretd    0.117173
dtype: float64, 89449: const    -0.000115
vwretd    1.706668
dtype: float64, 89450: const     0.026327
vwretd   -0.164673
dtype: float64, 89451: const     0.011251
vwretd    0.895746
dtype: float64, 89452: const    -0.024413
vwretd    1.377511
dtype: float64, 89453: const    -0.007001
vwretd    1.810485
dtype: float64, 89454: const     0.015330
vwretd    0.516381
dtype: float64, 89455: const     0.008301
vwretd    1.356394
dtype: float64, 89456: const     0.004151
vwretd    1.004532
dtype: float64, 89457: const     0.018055
vwretd    0.905598
dtype: float64, 89458: const    -0.004321
vwretd    0.686420
dtype: float64, 89459: const     0.002632
vwretd    0.266460
dtype: float64, 89460: const     0.004388
vwretd    0.186668
dtype: float64, 89461: const     0.003435
vwretd    0.356137
dtype: float64, 89462: const     0.001359
vwretd    1.499353
dtype: float64, 89463: const    -0.026204
vwretd    1.971614
dtype: float64, 89464: const    -0.122723
vwretd    1.656718
dtype: float64, 89466: const     0.000139
vwretd    0.307432
dtype: float64, 89467: const     0.001804
vwretd    0.196777
dtype: float64, 89468: const     0.005498
vwretd   -0.170818
dtype: float64, 89469: const     0.003502
vwretd   -0.072971
dtype: float64, 89470: const     0.001461
vwretd   -0.018423
dtype: float64, 89471: const    -0.018956
vwretd    1.667394
dtype: float64, 89472: const     0.011262
vwretd    0.642713
dtype: float64, 89474: const     0.000562
vwretd    1.426095
dtype: float64, 89475: const     0.001044
vwretd    0.716329
dtype: float64, 89476: const    -0.012166
vwretd    1.778058
dtype: float64, 89477: const    -0.003019
vwretd    1.347441
dtype: float64, 89478: const    -0.002788
vwretd    1.573246
dtype: float64, 89479: const     0.000747
vwretd    0.460383
dtype: float64, 89480: const    -0.001654
vwretd    0.806506
dtype: float64, 89481: const    -0.000174
vwretd    0.799468
dtype: float64, 89482: const    -0.003059
vwretd    1.196070
dtype: float64, 89483: const     0.019134
vwretd    0.728265
dtype: float64, 89484: const    -0.017597
vwretd    1.030669
dtype: float64, 89485: const     0.025816
vwretd    1.098505
dtype: float64, 89486: const     0.023705
vwretd    0.181447
dtype: float64, 89488: const    -0.005113
vwretd    2.262223
dtype: float64, 89489: const     0.003030
vwretd    0.189049
dtype: float64, 89490: const     0.001643
vwretd    0.209004
dtype: float64, 89491: const     0.002566
vwretd    0.155874
dtype: float64, 89492: const     0.001960
vwretd    0.577002
dtype: float64, 89493: const    -0.011616
vwretd    1.000870
dtype: float64, 89495: const    -0.032767
vwretd    1.531296
dtype: float64, 89496: const     0.015047
vwretd    0.392241
dtype: float64, 89497: const     0.003329
vwretd    1.163399
dtype: float64, 89498: const    -0.006568
vwretd    0.350710
dtype: float64, 89499: const     0.004594
vwretd    0.667931
dtype: float64, 89500: const     0.009448
vwretd    1.099529
dtype: float64, 89501: const    -0.017853
vwretd   -0.578972
dtype: float64, 89502: const     0.015957
vwretd    1.008149
dtype: float64, 89503: const     0.008352
vwretd    1.306348
dtype: float64, 89504: const     0.009934
vwretd    0.585912
dtype: float64, 89505: const    -0.005439
vwretd    1.085214
dtype: float64, 89506: const     0.010076
vwretd    1.349610
dtype: float64, 89507: const    -0.020552
vwretd    1.844752
dtype: float64, 89508: const     0.001694
vwretd    1.404452
dtype: float64, 89509: const    -0.001870
vwretd    1.796221
dtype: float64, 89510: const     0.001682
vwretd    0.793813
dtype: float64, 89511: const     0.002608
vwretd    0.137542
dtype: float64, 89512: const     0.001180
vwretd    0.216258
dtype: float64, 89513: const     0.002237
vwretd    0.193080
dtype: float64, 89514: const     0.004011
vwretd    0.072445
dtype: float64, 89515: const     0.005292
vwretd    0.073657
dtype: float64, 89516: const     0.002311
vwretd    0.101800
dtype: float64, 89517: const    -0.000939
vwretd    0.733250
dtype: float64, 89518: const     0.004579
vwretd    0.127015
dtype: float64, 89519: const     0.003692
vwretd    0.244721
dtype: float64, 89520: const    -0.009280
vwretd   -0.216123
dtype: float64, 89521: const    -0.004901
vwretd    1.219905
dtype: float64, 89522: const     0.002749
vwretd    0.995167
dtype: float64, 89524: const    -0.000335
vwretd    1.413292
dtype: float64, 89525: const     0.000924
vwretd    0.968166
dtype: float64, 89526: const     0.025055
vwretd    0.573741
dtype: float64, 89527: const    -0.014567
vwretd    0.737774
dtype: float64, 89528: const    -0.067045
vwretd   -0.376449
dtype: float64, 89529: const    -0.010409
vwretd    0.815778
dtype: float64, 89530: const    -0.000693
vwretd    1.298797
dtype: float64, 89531: const    -0.026993
vwretd    0.718922
dtype: float64, 89532: const    -0.000566
vwretd    1.006245
dtype: float64, 89533: const     0.001908
vwretd    2.119213
dtype: float64, 89534: const     0.002458
vwretd    0.252585
dtype: float64, 89535: const     0.002947
vwretd    0.356546
dtype: float64, 89537: const     0.003918
vwretd    0.151902
dtype: float64, 89538: const     0.004690
vwretd    0.077534
dtype: float64, 89539: const     0.005625
vwretd    1.363200
dtype: float64, 89540: const     0.008063
vwretd    1.285766
dtype: float64, 89541: const    -0.000555
vwretd    0.823411
dtype: float64, 89542: const     0.004151
vwretd    0.076567
dtype: float64, 89543: const    -0.003414
vwretd    1.051715
dtype: float64, 89544: const    -0.137385
vwretd    2.060368
dtype: float64, 89545: const    -0.003797
vwretd    1.196142
dtype: float64, 89546: const     0.002547
vwretd    1.379571
dtype: float64, 89547: const     0.005756
vwretd    0.699468
dtype: float64, 89548: const    -0.009568
vwretd    2.232556
dtype: float64, 89549: const     0.027552
vwretd    1.151202
dtype: float64, 89550: const     0.001425
vwretd    0.370995
dtype: float64, 89551: const     0.001798
vwretd    0.282481
dtype: float64, 89552: const    -0.001015
vwretd    1.145504
dtype: float64, 89553: const     0.000161
vwretd    0.376986
dtype: float64, 89554: const    -0.005107
vwretd    2.132103
dtype: float64, 89555: const     0.132167
vwretd   -3.295197
dtype: float64, 89556: const     0.003683
vwretd    0.960993
dtype: float64, 89557: const     0.001065
vwretd    0.652860
dtype: float64, 89558: const     0.003928
vwretd    0.649424
dtype: float64, 89559: const    -0.011167
vwretd   -1.017756
dtype: float64, 89560: const    -0.002199
vwretd    1.079507
dtype: float64, 89561: const    -0.003364
vwretd    1.062213
dtype: float64, 89562: const    -0.000759
vwretd    1.109686
dtype: float64, 89563: const    -0.003369
vwretd    1.066100
dtype: float64, 89564: const    -0.058668
vwretd    2.132012
dtype: float64, 89565: const     0.003514
vwretd    0.951620
dtype: float64, 89566: const    -0.042639
vwretd    1.449986
dtype: float64, 89567: const    -0.006122
vwretd    1.291176
dtype: float64, 89568: const    -0.028005
vwretd    0.298838
dtype: float64, 89569: const    -0.001730
vwretd    1.612388
dtype: float64, 89570: const     0.000672
vwretd    1.190956
dtype: float64, 89571: const    -0.006289
vwretd    1.386971
dtype: float64, 89572: const     0.002799
vwretd    1.008003
dtype: float64, 89573: const     0.006771
vwretd    0.865765
dtype: float64, 89574: const     0.000849
vwretd    1.191849
dtype: float64, 89575: const     0.008544
vwretd    0.479007
dtype: float64, 89576: const    -0.000455
vwretd    0.575626
dtype: float64, 89577: const     0.023083
vwretd    1.016606
dtype: float64, 89578: const     0.003221
vwretd    0.634621
dtype: float64, 89579: const    -0.010266
vwretd    0.853098
dtype: float64, 89580: const     0.008645
vwretd    0.937175
dtype: float64, 89581: const    -0.000015
vwretd    0.838580
dtype: float64, 89586: const     0.003412
vwretd    0.181595
dtype: float64, 89587: const    -0.000320
vwretd    0.457616
dtype: float64, 89588: const     0.003751
vwretd    0.035484
dtype: float64, 89589: const    -0.002562
vwretd    0.317338
dtype: float64, 89590: const     0.002897
vwretd    0.131176
dtype: float64, 89591: const     0.002534
vwretd    0.131809
dtype: float64, 89592: const     0.001952
vwretd    0.262988
dtype: float64, 89593: const     0.003199
vwretd    0.197950
dtype: float64, 89594: const     0.003271
vwretd    0.088274
dtype: float64, 89595: const     0.001570
vwretd    0.313475
dtype: float64, 89596: const     0.003348
vwretd    0.180714
dtype: float64, 89597: const     0.009358
vwretd    0.937594
dtype: float64, 89598: const     0.002128
vwretd    0.565958
dtype: float64, 89599: const     0.001385
vwretd    1.041770
dtype: float64, 89600: const     0.002941
vwretd    0.184738
dtype: float64, 89601: const     0.002059
vwretd    0.214119
dtype: float64, 89602: const     0.001386
vwretd    0.223468
dtype: float64, 89603: const     0.002768
vwretd    0.146321
dtype: float64, 89604: const     0.003128
vwretd    0.018742
dtype: float64, 89605: const     0.009208
vwretd    0.906975
dtype: float64, 89606: const     0.013814
vwretd    1.060658
dtype: float64, 89607: const     0.034303
vwretd    0.502249
dtype: float64, 89608: const    -0.008517
vwretd    0.821247
dtype: float64, 89609: const     0.013138
vwretd    1.133275
dtype: float64, 89610: const    -0.003249
vwretd    0.010171
dtype: float64, 89611: const     0.011190
vwretd    0.959233
dtype: float64, 89612: const    -0.024508
vwretd    0.958363
dtype: float64, 89613: const    -0.026468
vwretd    2.507021
dtype: float64, 89614: const     0.005782
vwretd    1.721642
dtype: float64, 89615: const     0.009505
vwretd    0.470133
dtype: float64, 89616: const    -0.021542
vwretd    0.526597
dtype: float64, 89617: const     0.017604
vwretd    1.078900
dtype: float64, 89618: const     0.004656
vwretd    1.353345
dtype: float64, 89619: const     0.015846
vwretd    2.552048
dtype: float64, 89620: const    -0.008903
vwretd    0.871383
dtype: float64, 89621: const     0.005685
vwretd    0.339983
dtype: float64, 89622: const    -0.017845
vwretd    0.704964
dtype: float64, 89623: const     0.014143
vwretd    1.726633
dtype: float64, 89624: const    -0.019343
vwretd    0.702719
dtype: float64, 89625: const     0.000664
vwretd    1.382968
dtype: float64, 89626: const     0.010223
vwretd    0.787616
dtype: float64, 89627: const     0.016058
vwretd    0.536651
dtype: float64, 89628: const     0.003499
vwretd    0.157065
dtype: float64, 89629: const     0.002092
vwretd    0.279711
dtype: float64, 89630: const     0.003749
vwretd    0.835141
dtype: float64, 89631: const    -0.001551
vwretd    1.560796
dtype: float64, 89632: const    -0.063799
vwretd    2.413676
dtype: float64, 89634: const     0.000129
vwretd    0.769853
dtype: float64, 89635: const     0.003988
vwretd    0.782370
dtype: float64, 89636: const     0.008392
vwretd    1.447118
dtype: float64, 89637: const     0.004356
vwretd    1.596100
dtype: float64, 89638: const     0.023508
vwretd    1.698142
dtype: float64, 89639: const     0.032942
vwretd    1.276666
dtype: float64, 89640: const     0.041326
vwretd    1.294009
dtype: float64, 89641: const     0.002547
vwretd    1.717628
dtype: float64, 89642: const     0.007485
vwretd    0.635930
dtype: float64, 89643: const    -0.000794
vwretd    0.616431
dtype: float64, 89644: const     0.006113
vwretd    1.562557
dtype: float64, 89645: const     0.012322
vwretd    0.426341
dtype: float64, 89646: const     0.022681
vwretd    0.251047
dtype: float64, 89647: const    -0.001054
vwretd    2.009896
dtype: float64, 89648: const     0.002759
vwretd    1.035818
dtype: float64, 89649: const     0.002075
vwretd    0.623815
dtype: float64, 89650: const     0.008822
vwretd    1.970201
dtype: float64, 89651: const    -0.014350
vwretd    1.380337
dtype: float64, 89652: const     0.009904
vwretd    1.058097
dtype: float64, 89653: const    -0.001601
vwretd    0.912731
dtype: float64, 89654: const     0.002037
vwretd    0.839317
dtype: float64, 89655: const     0.006321
vwretd    1.119198
dtype: float64, 89659: const     0.005868
vwretd    0.834619
dtype: float64, 89667: const     0.008113
vwretd    0.313760
dtype: float64, 89675: const     0.006519
vwretd    1.386971
dtype: float64, 89678: const    -0.010128
vwretd    1.015700
dtype: float64, 89679: const     0.010727
vwretd    0.577287
dtype: float64, 89680: const     0.036485
vwretd    0.098198
dtype: float64, 89681: const     0.008341
vwretd    0.522702
dtype: float64, 89682: const     0.007007
vwretd    1.921914
dtype: float64, 89683: const    -0.062822
vwretd    1.758971
dtype: float64, 89684: const    -0.014966
vwretd    2.225028
dtype: float64, 89685: const    -0.020053
vwretd    1.369047
dtype: float64, 89686: const     0.009720
vwretd    1.461803
dtype: float64, 89687: const    -0.000896
vwretd    0.789776
dtype: float64, 89688: const     0.000445
vwretd    0.767238
dtype: float64, 89689: const     0.04944
vwretd    1.04708
dtype: float64, 89690: const    -0.001164
vwretd    1.195615
dtype: float64, 89691: const    -0.026613
vwretd   -0.202840
dtype: float64, 89692: const     0.002495
vwretd    0.680705
dtype: float64, 89693: const     0.054534
vwretd    2.274647
dtype: float64, 89694: const     0.006005
vwretd    0.649128
dtype: float64, 89695: const     0.007115
vwretd    0.819840
dtype: float64, 89696: const     0.004030
vwretd    0.870817
dtype: float64, 89697: const     0.051574
vwretd   -0.355316
dtype: float64, 89698: const    -0.004222
vwretd    1.459385
dtype: float64, 89699: const     0.003519
vwretd    1.138443
dtype: float64, 89700: const     0.021191
vwretd    2.697857
dtype: float64, 89701: const    -0.024286
vwretd    0.934826
dtype: float64, 89702: const     0.009613
vwretd    1.554271
dtype: float64, 89704: const     0.002464
vwretd    1.333178
dtype: float64, 89705: const     0.008155
vwretd    0.870920
dtype: float64, 89706: const     0.008379
vwretd    1.781917
dtype: float64, 89707: const    -0.003795
vwretd    1.331417
dtype: float64, 89708: const    -0.001205
vwretd    0.874919
dtype: float64, 89709: const    -0.001142
vwretd    0.666002
dtype: float64, 89710: const     0.016395
vwretd    1.317290
dtype: float64, 89712: const     0.001426
vwretd    0.702732
dtype: float64, 89713: const     0.009082
vwretd    1.022868
dtype: float64, 89714: const     0.003218
vwretd    1.347533
dtype: float64, 89715: const     0.011887
vwretd    1.117562
dtype: float64, 89716: const     0.010463
vwretd    0.891652
dtype: float64, 89726: const    -0.003225
vwretd    1.159967
dtype: float64, 89727: const     0.033283
vwretd    1.292391
dtype: float64, 89728: const    -0.010832
vwretd    1.571398
dtype: float64, 89729: const     0.009958
vwretd    0.033138
dtype: float64, 89730: const    -0.001554
vwretd    1.095986
dtype: float64, 89731: const    -0.002586
vwretd    1.592243
dtype: float64, 89732: const     0.000110
vwretd    1.206816
dtype: float64, 89733: const     0.001414
vwretd    0.960807
dtype: float64, 89734: const     0.000195
vwretd    1.110265
dtype: float64, 89735: const    -0.043054
vwretd    1.601323
dtype: float64, 89736: const     0.001496
vwretd    0.939403
dtype: float64, 89737: const     0.002155
vwretd    1.952009
dtype: float64, 89738: const     0.000084
vwretd    0.971726
dtype: float64, 89740: const     0.005624
vwretd   -0.164556
dtype: float64, 89741: const    -0.001458
vwretd    1.164380
dtype: float64, 89742: const    -0.025298
vwretd    3.397905
dtype: float64, 89743: const    -0.031650
vwretd    2.462933
dtype: float64, 89744: const    -0.000410
vwretd    1.026615
dtype: float64, 89745: const     0.001225
vwretd    0.726460
dtype: float64, 89746: const     0.000788
vwretd    0.545818
dtype: float64, 89747: const    -0.036601
vwretd    1.119916
dtype: float64, 89748: const    -0.000890
vwretd    0.993961
dtype: float64, 89749: const    -0.001272
vwretd    1.081841
dtype: float64, 89750: const    -0.108254
vwretd    0.613815
dtype: float64, 89751: const    -0.010838
vwretd    2.182704
dtype: float64, 89752: const     0.002031
vwretd    0.969062
dtype: float64, 89753: const    -0.001009
vwretd    1.253609
dtype: float64, 89754: const     0.030644
vwretd    1.972419
dtype: float64, 89755: const     0.001280
vwretd    0.877422
dtype: float64, 89756: const    -0.005293
vwretd    2.930377
dtype: float64, 89757: const    -0.012463
vwretd    1.534722
dtype: float64, 89758: const     0.002837
vwretd    0.568631
dtype: float64, 89759: const    -0.009365
vwretd    0.455138
dtype: float64, 89760: const     0.001963
vwretd    1.349694
dtype: float64, 89761: const    -0.024008
vwretd    1.334800
dtype: float64, 89763: const     0.005574
vwretd    1.585621
dtype: float64, 89764: const     0.001517
vwretd    0.585034
dtype: float64, 89765: const    -0.004781
vwretd    1.023156
dtype: float64, 89766: const     0.001550
vwretd    0.638424
dtype: float64, 89767: const    -0.012241
vwretd    3.501371
dtype: float64, 89768: const    -0.008701
vwretd    2.119580
dtype: float64, 89769: const     0.014074
vwretd    3.858431
dtype: float64, 89770: const    -0.010622
vwretd    2.449584
dtype: float64, 89771: const    -0.015697
vwretd    2.098463
dtype: float64, 89772: const     0.002363
vwretd    1.506124
dtype: float64, 89773: const    -0.001403
vwretd    0.778143
dtype: float64, 89775: const    -0.053116
vwretd   -0.205703
dtype: float64, 89776: const    -0.008707
vwretd    0.751130
dtype: float64, 89777: const     0.001469
vwretd    0.513543
dtype: float64, 89778: const     0.006009
vwretd    0.269538
dtype: float64, 89779: const     0.012714
vwretd    2.027543
dtype: float64, 89780: const     0.000830
vwretd    0.839063
dtype: float64, 89781: const     0.012310
vwretd    0.947183
dtype: float64, 89782: const     0.003471
vwretd    0.144768
dtype: float64, 89783: const     0.002676
vwretd    0.196574
dtype: float64, 89784: const    -0.004053
vwretd    1.300144
dtype: float64, 89785: const    -0.061016
vwretd    1.594875
dtype: float64, 89786: const     0.001516
vwretd    0.291946
dtype: float64, 89787: const    -0.002461
vwretd    0.867593
dtype: float64, 89788: const    -0.000315
vwretd    0.761368
dtype: float64, 89789: const     0.000719
vwretd    0.773612
dtype: float64, 89790: const     0.006264
vwretd    1.329131
dtype: float64, 89792: const     0.008430
vwretd    1.114215
dtype: float64, 89793: const     0.002060
vwretd    1.303961
dtype: float64, 89794: const     0.039133
vwretd   -1.257674
dtype: float64, 89795: const    -0.026463
vwretd    1.779664
dtype: float64, 89796: const    -0.018593
vwretd    1.329302
dtype: float64, 89797: const    -0.016038
vwretd    2.463797
dtype: float64, 89798: const    -0.001909
vwretd    0.353046
dtype: float64, 89799: const     0.008754
vwretd    0.537330
dtype: float64, 89800: const    -0.001384
vwretd    1.436954
dtype: float64, 89801: const    -0.024846
vwretd    1.424224
dtype: float64, 89802: const    -0.009231
vwretd    1.474370
dtype: float64, 89803: const    -0.016544
vwretd    2.243648
dtype: float64, 89805: const    -0.001090
vwretd    2.117223
dtype: float64, 89806: const    -0.049769
vwretd    2.426991
dtype: float64, 89807: const     0.002048
vwretd    0.775048
dtype: float64, 89808: const     0.002504
vwretd    0.564214
dtype: float64, 89809: const     0.000548
vwretd    0.510314
dtype: float64, 89810: const     0.002886
vwretd    1.532926
dtype: float64, 89811: const     0.003457
vwretd    0.204611
dtype: float64, 89812: const     0.000284
vwretd    1.346073
dtype: float64, 89813: const     0.014449
vwretd    0.632724
dtype: float64, 89814: const     0.000714
vwretd    0.807673
dtype: float64, 89815: const     0.001344
vwretd    1.804424
dtype: float64, 89816: const    -0.011908
vwretd    2.325153
dtype: float64, 89817: const    -0.010089
vwretd    0.993290
dtype: float64, 89818: const    -0.011007
vwretd    1.058408
dtype: float64, 89819: const    -0.017607
vwretd    0.528324
dtype: float64, 89820: const    -0.015239
vwretd    0.418197
dtype: float64, 89821: const     0.005520
vwretd    0.599115
dtype: float64, 89822: const    -0.013479
vwretd    1.045516
dtype: float64, 89823: const     0.002685
vwretd    0.926016
dtype: float64, 89824: const     0.013770
vwretd    1.157343
dtype: float64, 89825: const     0.023376
vwretd    1.257437
dtype: float64, 89826: const     0.002367
vwretd    1.228886
dtype: float64, 89827: const    -0.013603
vwretd    1.817837
dtype: float64, 89828: const    -0.000351
vwretd    0.809691
dtype: float64, 89829: const    -0.153200
vwretd   -1.320984
dtype: float64, 89830: const    -0.022396
vwretd    1.697669
dtype: float64, 89831: const    -0.017158
vwretd    2.767265
dtype: float64, 89832: const    -0.025992
vwretd   -0.047948
dtype: float64, 89833: const    -0.018226
vwretd    0.956678
dtype: float64, 89834: const    -0.046915
vwretd    2.001503
dtype: float64, 89835: const    -0.036013
vwretd    2.239863
dtype: float64, 89836: const    -0.140016
vwretd    6.534525
dtype: float64, 89838: const    -0.023577
vwretd    2.074210
dtype: float64, 89839: const     0.003448
vwretd    0.079322
dtype: float64, 89840: const     0.002701
vwretd    0.090327
dtype: float64, 89841: const    -0.001892
vwretd    1.740521
dtype: float64, 89842: const    -0.000674
vwretd    1.254429
dtype: float64, 89843: const    -0.003186
vwretd    0.914507
dtype: float64, 89844: const    -0.000472
vwretd    0.707859
dtype: float64, 89845: const    -0.000917
vwretd    1.170955
dtype: float64, 89846: const    -0.001455
vwretd    2.062216
dtype: float64, 89847: const     0.002982
vwretd   -1.442023
dtype: float64, 89848: const     0.002005
vwretd    0.043909
dtype: float64, 89849: const    -0.003079
vwretd    2.646948
dtype: float64, 89850: const     0.002627
vwretd    2.693860
dtype: float64, 89851: const     0.011611
vwretd    0.531291
dtype: float64, 89852: const    -0.001701
vwretd    1.072309
dtype: float64, 89853: const    -0.003034
vwretd    1.254130
dtype: float64, 89854: const    -0.002848
vwretd    1.300459
dtype: float64, 89855: const    -0.000014
vwretd    0.295060
dtype: float64, 89856: const    -0.004426
vwretd    1.529705
dtype: float64, 89857: const     0.011206
vwretd    1.719111
dtype: float64, 89858: const     0.006159
vwretd    0.774327
dtype: float64, 89859: const    -0.043248
vwretd   -0.073067
dtype: float64, 89860: const    -0.004235
vwretd   -0.368708
dtype: float64, 89861: const    -0.012705
vwretd    2.891989
dtype: float64, 89862: const    -0.143506
vwretd    3.145167
dtype: float64, 89863: const     0.002754
vwretd    1.775281
dtype: float64, 89864: const     0.082776
vwretd   -2.764298
dtype: float64, 89865: const    -0.031066
vwretd    1.052262
dtype: float64, 89866: const     0.009774
vwretd    1.082090
dtype: float64, 89867: const    -0.019588
vwretd    1.220023
dtype: float64, 89868: const     0.043480
vwretd    3.150475
dtype: float64, 89869: const     0.001019
vwretd    1.107393
dtype: float64, 89870: const     0.028704
vwretd   -0.015900
dtype: float64, 89871: const     0.014864
vwretd    2.848751
dtype: float64, 89872: const     0.031543
vwretd   -1.849017
dtype: float64, 89873: const    -0.038873
vwretd    1.471433
dtype: float64, 89874: const     0.004995
vwretd    2.174750
dtype: float64, 89875: const    -0.000421
vwretd    1.444634
dtype: float64, 89876: const     0.004622
vwretd    0.897607
dtype: float64, 89877: const    -0.008314
vwretd    1.754315
dtype: float64, 89878: const    -0.003704
vwretd    1.093211
dtype: float64, 89879: const    -0.000502
vwretd    0.621373
dtype: float64, 89880: const     0.000208
vwretd    1.122688
dtype: float64, 89881: const    -0.003865
vwretd    1.462875
dtype: float64, 89882: const     0.002261
vwretd    0.268959
dtype: float64, 89883: const     0.016466
vwretd    1.859121
dtype: float64, 89884: const     0.037301
vwretd    1.614269
dtype: float64, 89885: const    -0.017262
vwretd    1.934649
dtype: float64, 89886: const    -0.018431
vwretd    1.351121
dtype: float64, 89887: const     0.012482
vwretd    0.936011
dtype: float64, 89888: const     0.003435
vwretd    0.668387
dtype: float64, 89889: const    -0.010194
vwretd    1.626724
dtype: float64, 89890: const    -0.167664
vwretd    2.634008
dtype: float64, 89891: const     0.012483
vwretd    0.696078
dtype: float64, 89892: const    -0.000250
vwretd    0.599704
dtype: float64, 89893: const    -0.001165
vwretd    1.190321
dtype: float64, 89894: const    -0.001735
vwretd    1.553037
dtype: float64, 89895: const     0.001164
vwretd    0.811117
dtype: float64, 89896: const     0.009289
vwretd    1.443058
dtype: float64, 89897: const     0.002385
vwretd    0.342493
dtype: float64, 89898: const     0.000556
vwretd    1.319713
dtype: float64, 89899: const    -0.095301
vwretd    2.157230
dtype: float64, 89900: const     0.006809
vwretd    1.378650
dtype: float64, 89901: const    -0.013237
vwretd    2.662404
dtype: float64, 89903: const     0.018155
vwretd    0.678511
dtype: float64, 89904: const     0.014180
vwretd    0.849829
dtype: float64, 89905: const     0.008238
vwretd    1.342216
dtype: float64, 89906: const     0.001834
vwretd   -2.520367
dtype: float64, 89907: const    -0.084622
vwretd    0.898411
dtype: float64, 89908: const     0.006623
vwretd    1.822917
dtype: float64, 89909: const    -0.017989
vwretd    4.437733
dtype: float64, 89910: const     0.016522
vwretd    0.954703
dtype: float64, 89911: const     0.000779
vwretd    1.629438
dtype: float64, 89912: const     0.000415
vwretd    0.544146
dtype: float64, 89913: const     0.00565
vwretd    0.84281
dtype: float64, 89914: const     0.003727
vwretd    0.265766
dtype: float64, 89915: const     0.007940
vwretd    0.860333
dtype: float64, 89916: const     0.016918
vwretd    2.019492
dtype: float64, 89917: const     0.001076
vwretd    1.863944
dtype: float64, 89918: const     0.017045
vwretd    0.661618
dtype: float64, 89919: const    -0.006268
vwretd    1.488609
dtype: float64, 89920: const     0.004527
vwretd    2.252154
dtype: float64, 89921: const    -0.000388
vwretd    1.068938
dtype: float64, 89922: const     0.000038
vwretd    1.254969
dtype: float64, 89924: const    -0.027884
vwretd    1.087563
dtype: float64, 89925: const     0.001126
vwretd    1.824967
dtype: float64, 89926: const    -0.059435
vwretd    2.539169
dtype: float64, 89927: const     0.012223
vwretd    1.208445
dtype: float64, 89928: const    -0.060776
vwretd    1.412178
dtype: float64, 89929: const     0.008131
vwretd   -0.823588
dtype: float64, 89930: const    -0.008857
vwretd    4.116462
dtype: float64, 89931: const     0.012792
vwretd    1.801441
dtype: float64, 89932: const     0.021044
vwretd    1.786408
dtype: float64, 89933: const    -0.035339
vwretd    1.371866
dtype: float64, 89934: const     0.010923
vwretd    0.585800
dtype: float64, 89935: const    -0.009540
vwretd    1.722109
dtype: float64, 89936: const    -0.007993
vwretd   -0.013914
dtype: float64, 89938: const     0.005199
vwretd    0.602815
dtype: float64, 89939: const     0.079383
vwretd    7.909431
dtype: float64, 89940: const    -0.002191
vwretd    4.468753
dtype: float64, 89941: const    -0.002678
vwretd    1.736378
dtype: float64, 89942: const    -0.001194
vwretd    0.636381
dtype: float64, 89944: const     0.001229
vwretd    1.561200
dtype: float64, 89945: const     0.250049
vwretd   -7.116104
dtype: float64, 89946: const     0.003067
vwretd    1.376614
dtype: float64, 89947: const    -0.001328
vwretd    0.786446
dtype: float64, 89948: const     0.003130
vwretd    0.322351
dtype: float64, 89949: const     0.002457
vwretd    1.005718
dtype: float64, 89950: const    -0.018078
vwretd    1.554049
dtype: float64, 89951: const    -0.006663
vwretd    0.952224
dtype: float64, 89952: const     0.003518
vwretd    0.818259
dtype: float64, 89953: const     0.018351
vwretd    0.489875
dtype: float64, 89954: const     0.008885
vwretd    0.820594
dtype: float64, 89956: const     0.012888
vwretd    2.396831
dtype: float64, 89957: const     0.029410
vwretd    0.640096
dtype: float64, 89958: const     0.035788
vwretd    0.674522
dtype: float64, 89959: const     0.002101
vwretd    0.109609
dtype: float64, 89960: const     0.000909
vwretd    1.429338
dtype: float64, 89961: const    -0.066133
vwretd    2.484739
dtype: float64, 89962: const    -0.055373
vwretd    1.195684
dtype: float64, 89963: const    -0.227022
vwretd    3.524536
dtype: float64, 89964: const     0.008486
vwretd    0.990234
dtype: float64, 89965: const     0.015034
vwretd    1.196518
dtype: float64, 89966: const    -0.223879
vwretd    1.578316
dtype: float64, 89967: const    -0.049397
vwretd    1.891547
dtype: float64, 89968: const     0.000884
vwretd    1.429819
dtype: float64, 89969: const    -0.009766
vwretd    2.104317
dtype: float64, 89970: const     0.000401
vwretd    0.759237
dtype: float64, 89971: const     0.007473
vwretd    1.789231
dtype: float64, 89973: const    -0.006567
vwretd    1.152576
dtype: float64, 89974: const    -0.104883
vwretd    0.984385
dtype: float64, 89975: const    -0.134157
vwretd    0.221516
dtype: float64, 89976: const     0.009012
vwretd    0.993289
dtype: float64, 89977: const     0.002732
vwretd    0.562932
dtype: float64, 89978: const    -0.015613
vwretd   -0.300132
dtype: float64, 89979: const    -0.109288
vwretd    4.997857
dtype: float64, 89980: const     0.000467
vwretd    1.676235
dtype: float64, 89981: const    -0.011595
vwretd    1.592109
dtype: float64, 89982: const     0.010915
vwretd    0.281200
dtype: float64, 89983: const     0.020388
vwretd    3.516814
dtype: float64, 89984: const    -0.001859
vwretd    1.294312
dtype: float64, 89986: const     0.005822
vwretd   -1.068393
dtype: float64, 89987: const     0.004585
vwretd    0.378692
dtype: float64, 89988: const     0.000363
vwretd    0.986565
dtype: float64, 89989: const    -0.006035
vwretd    0.976317
dtype: float64, 89990: const    -0.004341
vwretd    1.254508
dtype: float64, 89991: const     0.002451
vwretd    0.611933
dtype: float64, 89992: const     0.000280
vwretd    1.178462
dtype: float64, 89993: const     0.003966
vwretd    0.572119
dtype: float64, 89994: const    -0.003282
vwretd    1.186999
dtype: float64, 89995: const     0.003769
vwretd    0.730374
dtype: float64, 89996: const     0.002580
vwretd    1.113638
dtype: float64, 89997: const    -0.000842
vwretd    1.229925
dtype: float64, 89998: const     0.004906
vwretd    0.472088
dtype: float64, 89999: const    -0.000601
vwretd    1.195095
dtype: float64, 90000: const    -0.000741
vwretd    1.179195
dtype: float64, 90001: const     0.000284
vwretd    1.096831
dtype: float64, 90002: const     0.000650
vwretd    0.973961
dtype: float64, 90003: const     0.000869
vwretd    1.014726
dtype: float64, 90004: const     0.000567
vwretd    0.928390
dtype: float64, 90005: const    -0.000549
vwretd    1.187276
dtype: float64, 90006: const    -0.006934
vwretd    0.802661
dtype: float64, 90007: const     0.003218
vwretd    0.342966
dtype: float64, 90008: const    -0.018369
vwretd   -0.591219
dtype: float64, 90009: const     0.013156
vwretd    1.528439
dtype: float64, 90010: const    -0.001589
vwretd    1.293695
dtype: float64, 90011: const     0.001562
vwretd    0.700298
dtype: float64, 90012: const     0.010059
vwretd    0.711579
dtype: float64, 90013: const     0.007094
vwretd    1.341350
dtype: float64, 90014: const     0.050585
vwretd    1.598970
dtype: float64, 90015: const    -0.014026
vwretd    1.584736
dtype: float64, 90016: const     0.002925
vwretd    0.876131
dtype: float64, 90017: const     0.013578
vwretd    1.656327
dtype: float64, 90018: const    -0.146106
vwretd    2.138624
dtype: float64, 90019: const    -0.032035
vwretd   -2.105566
dtype: float64, 90020: const    -0.009006
vwretd    1.788265
dtype: float64, 90021: const     0.018210
vwretd   -1.682963
dtype: float64, 90022: const     0.020361
vwretd    1.987895
dtype: float64, 90023: const     0.047790
vwretd    0.149851
dtype: float64, 90024: const     0.003881
vwretd    2.070796
dtype: float64, 90025: const    -0.015457
vwretd    2.456069
dtype: float64, 90026: const     0.00017
vwretd    0.78085
dtype: float64, 90027: const    -0.082606
vwretd   -0.686514
dtype: float64, 90028: const    -0.019273
vwretd    1.230061
dtype: float64, 90029: const     0.008788
vwretd    2.182707
dtype: float64, 90030: const     0.022456
vwretd    1.002739
dtype: float64, 90031: const    -0.007172
vwretd    1.390871
dtype: float64, 90032: const    -0.01994
vwretd    2.16157
dtype: float64, 90033: const    -0.006885
vwretd    1.733884
dtype: float64, 90034: const    -0.033125
vwretd    2.230509
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vwretd    0.394208
dtype: float64, 90036: const    -0.114460
vwretd    2.762076
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vwretd    0.635725
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vwretd    0.915774
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vwretd    0.955170
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vwretd    0.981121
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vwretd    0.821297
dtype: float64, 90042: const    -0.003895
vwretd    1.403188
dtype: float64, 90043: const     0.002521
vwretd    0.155386
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vwretd    0.834344
dtype: float64, 90045: const     0.017849
vwretd    0.598790
dtype: float64, 90046: const    -0.044024
vwretd    2.221824
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vwretd    0.751131
dtype: float64, 90048: const    -0.002482
vwretd    3.236413
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vwretd    1.782379
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vwretd    1.160114
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vwretd    1.156422
dtype: float64, 90052: const     0.006442
vwretd    2.790463
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vwretd    0.767239
dtype: float64, 90054: const     0.013094
vwretd    1.515678
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vwretd    1.567986
dtype: float64, 90056: const    -0.002820
vwretd    1.393691
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vwretd    0.341779
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vwretd    0.311499
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vwretd    4.195945
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vwretd    2.630976
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vwretd    0.892826
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vwretd    1.206994
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vwretd    1.203288
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vwretd    2.221879
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vwretd    0.980981
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vwretd    1.898176
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vwretd    1.000306
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vwretd    1.402877
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vwretd    0.471347
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vwretd    0.943664
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vwretd    1.815510
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vwretd    0.687153
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vwretd    2.329725
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vwretd    0.698744
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vwretd    1.468694
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vwretd    0.895205
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vwretd    1.806741
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vwretd    1.655192
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vwretd    0.502542
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vwretd    1.281392
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vwretd    0.497710
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vwretd    1.001451
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vwretd    1.704030
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vwretd    0.422128
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vwretd    0.390219
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vwretd    1.151598
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vwretd    1.673051
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vwretd    1.066614
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vwretd    2.082905
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vwretd    1.091121
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vwretd    0.697390
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vwretd    0.821579
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vwretd    3.176808
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vwretd   -0.972421
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vwretd    2.198722
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vwretd    1.864589
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vwretd    0.785094
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vwretd    0.789332
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vwretd    0.927762
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vwretd    2.413225
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vwretd    0.943855
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vwretd    1.399424
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vwretd    0.363230
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vwretd    0.771142
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vwretd    1.354023
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vwretd    0.734367
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vwretd    0.873954
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vwretd    1.022185
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vwretd    2.166932
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vwretd    1.076035
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vwretd    1.226248
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vwretd    2.235725
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vwretd    2.304973
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vwretd    0.842559
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vwretd    0.696605
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vwretd    1.711294
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vwretd    1.537502
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vwretd   -1.182849
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vwretd    1.573261
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vwretd    1.671392
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vwretd    0.851231
dtype: float64, 90126: const     0.003887
vwretd    1.436265
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vwretd    2.007089
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vwretd    1.376786
dtype: float64, 90129: const     0.008678
vwretd    0.284959
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vwretd    1.593389
dtype: float64, 90132: const     0.000841
vwretd    0.523518
dtype: float64, 90133: const    -0.020374
vwretd    1.556563
dtype: float64, 90134: const     0.011480
vwretd    0.776009
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vwretd    1.582140
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vwretd    0.630525
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vwretd   -1.539408
dtype: float64, 90150: const    -0.075161
vwretd    0.683751
dtype: float64, 90157: const     0.001143
vwretd    1.890095
dtype: float64, 90158: const    -0.015566
vwretd    1.061887
dtype: float64, 90159: const    -0.074128
vwretd    1.360080
dtype: float64, 90160: const    -0.000951
vwretd    0.623475
dtype: float64, 90161: const     0.000089
vwretd    0.766518
dtype: float64, 90162: const    -0.005276
vwretd    2.111080
dtype: float64, 90163: const    -0.005183
vwretd    1.980055
dtype: float64, 90164: const    -0.003887
vwretd    1.087741
dtype: float64, 90165: const     0.017929
vwretd    2.028766
dtype: float64, 90166: const     0.071652
vwretd   -4.770326
dtype: float64, 90167: const     0.057270
vwretd    1.838314
dtype: float64, 90168: const     0.004452
vwretd    0.390125
dtype: float64, 90169: const     0.007655
vwretd    0.654917
dtype: float64, 90170: const    -0.011887
vwretd    0.661954
dtype: float64, 90171: const    -0.028610
vwretd    1.340769
dtype: float64, 90172: const    -0.000413
vwretd    0.891479
dtype: float64, 90173: const     0.003348
vwretd    0.137466
dtype: float64, 90174: const     0.013668
vwretd    3.727123
dtype: float64, 90175: const     0.008963
vwretd    1.765036
dtype: float64, 90176: const    -0.002151
vwretd    1.924417
dtype: float64, 90177: const     0.015573
vwretd    1.879076
dtype: float64, 90178: const     0.018971
vwretd    1.140287
dtype: float64, 90179: const    -0.001302
vwretd    0.800212
dtype: float64, 90180: const     0.021828
vwretd    1.952291
dtype: float64, 90182: const    -0.039155
vwretd    0.633284
dtype: float64, 90183: const     0.003763
vwretd   -0.318675
dtype: float64, 90184: const     0.009023
vwretd    0.145494
dtype: float64, 90187: const     0.001817
vwretd    1.237332
dtype: float64, 90188: const     0.006321
vwretd    0.902849
dtype: float64, 90189: const    -0.018668
vwretd    1.290300
dtype: float64, 90190: const     0.038632
vwretd    0.068419
dtype: float64, 90191: const    -0.001504
vwretd   -0.208946
dtype: float64, 90192: const    -0.003590
vwretd    0.397346
dtype: float64, 90193: const     0.004078
vwretd    0.938389
dtype: float64, 90194: const     0.003883
vwretd    0.908819
dtype: float64, 90196: const    -0.016695
vwretd    2.082806
dtype: float64, 90197: const    -0.003366
vwretd    1.754035
dtype: float64, 90198: const    -0.259374
vwretd   -0.655741
dtype: float64, 90199: const     0.001673
vwretd    1.930585
dtype: float64, 90200: const     0.004307
vwretd    1.060699
dtype: float64, 90201: const    -0.024161
vwretd    1.769694
dtype: float64, 90202: const    -0.000087
vwretd    0.614042
dtype: float64, 90203: const    -0.026537
vwretd    1.105146
dtype: float64, 90204: const    -0.028218
vwretd    1.623859
dtype: float64, 90205: const     0.001539
vwretd    0.820336
dtype: float64, 90206: const     0.011302
vwretd    2.331209
dtype: float64, 90207: const     0.012320
vwretd    1.490529
dtype: float64, 90208: const    -0.000434
vwretd    0.896475
dtype: float64, 90209: const    -0.029041
vwretd    1.234801
dtype: float64, 90210: const     0.003713
vwretd    1.804084
dtype: float64, 90211: const     0.006319
vwretd    0.756979
dtype: float64, 90212: const    -0.030483
vwretd    0.991204
dtype: float64, 90213: const    -0.002866
vwretd    1.344850
dtype: float64, 90214: const    -0.005592
vwretd    1.365038
dtype: float64, 90215: const     0.011113
vwretd    1.408619
dtype: float64, 90216: const     0.000693
vwretd    0.609773
dtype: float64, 90217: const     0.002199
vwretd    2.441102
dtype: float64, 90218: const     0.008350
vwretd    1.016767
dtype: float64, 90219: const     0.000570
vwretd    1.158145
dtype: float64, 90220: const     0.016882
vwretd    0.934838
dtype: float64, 90221: const    -0.000308
vwretd    0.695070
dtype: float64, 90222: const     0.007493
vwretd    2.890705
dtype: float64, 90223: const    -0.015271
vwretd    0.834584
dtype: float64, 90224: const    -0.021324
vwretd    1.902398
dtype: float64, 90225: const     0.023205
vwretd   -0.319750
dtype: float64, 90226: const    -0.014990
vwretd    1.397413
dtype: float64, 90227: const    -0.002864
vwretd    1.323106
dtype: float64, 90228: const    -0.002487
vwretd    1.272909
dtype: float64, 90229: const    -0.030104
vwretd    0.782612
dtype: float64, 90230: const    -0.092112
vwretd    0.920965
dtype: float64, 90231: const    -0.017507
vwretd    0.831579
dtype: float64, 90232: const     0.008841
vwretd    0.849536
dtype: float64, 90233: const     0.015322
vwretd    1.571102
dtype: float64, 90234: const    -0.067871
vwretd    1.492612
dtype: float64, 90236: const    -0.022802
vwretd    2.304548
dtype: float64, 90237: const     0.024272
vwretd   -0.249297
dtype: float64, 90238: const     0.000070
vwretd    1.443449
dtype: float64, 90239: const     0.003486
vwretd    1.813019
dtype: float64, 90240: const    -0.005301
vwretd    3.620954
dtype: float64, 90241: const    -0.000198
vwretd    0.682166
dtype: float64, 90242: const     0.001049
vwretd    1.843210
dtype: float64, 90243: const     0.052912
vwretd    1.602750
dtype: float64, 90244: const    -0.002879
vwretd    0.949258
dtype: float64, 90245: const    -0.022752
vwretd    2.017919
dtype: float64, 90246: const     0.049254
vwretd    0.406647
dtype: float64, 90247: const     0.012806
vwretd    0.372674
dtype: float64, 90248: const     0.015965
vwretd    0.937185
dtype: float64, 90249: const     0.002927
vwretd    1.438280
dtype: float64, 90250: const     0.001277
vwretd    0.685083
dtype: float64, 90251: const     0.023026
vwretd    1.761564
dtype: float64, 90252: const    -0.000671
vwretd    2.054788
dtype: float64, 90253: const     0.003685
vwretd    0.770174
dtype: float64, 90254: const    -0.004292
vwretd    0.584628
dtype: float64, 90255: const    -0.082506
vwretd    1.801842
dtype: float64, 90256: const     0.000758
vwretd    1.011943
dtype: float64, 90257: const     0.000935
vwretd    0.934558
dtype: float64, 90258: const    -0.000415
vwretd    0.884225
dtype: float64, 90259: const    -0.000002
vwretd    1.104458
dtype: float64, 90260: const     0.000851
vwretd    1.085097
dtype: float64, 90261: const    -0.000187
vwretd    1.093878
dtype: float64, 90262: const    -0.006700
vwretd   -0.628485
dtype: float64, 90263: const    -0.001831
vwretd    1.205210
dtype: float64, 90264: const    -0.000984
vwretd    1.160571
dtype: float64, 90265: const    -0.001587
vwretd    1.226735
dtype: float64, 90266: const    -0.010628
vwretd    1.383771
dtype: float64, 90267: const    -0.000688
vwretd    0.888920
dtype: float64, 90268: const    -0.000953
vwretd    0.360169
dtype: float64, 90269: const    -0.000682
vwretd    0.720798
dtype: float64, 90270: const    -0.015859
vwretd    2.919921
dtype: float64, 90271: const    -0.015177
vwretd    1.497592
dtype: float64, 90272: const     0.014138
vwretd    1.564984
dtype: float64, 90273: const    -0.026575
vwretd    1.448086
dtype: float64, 90274: const     0.009064
vwretd    0.549529
dtype: float64, 90275: const     0.017891
vwretd    0.768433
dtype: float64, 90276: const     0.002735
vwretd    1.155425
dtype: float64, 90277: const     0.026032
vwretd    2.187465
dtype: float64, 90278: const     0.019981
vwretd    0.571863
dtype: float64, 90279: const    -0.009056
vwretd    1.106957
dtype: float64, 90280: const     0.034560
vwretd    0.757749
dtype: float64, 90281: const    -0.031067
vwretd    3.746809
dtype: float64, 90282: const     0.003952
vwretd    1.147057
dtype: float64, 90283: const     0.012635
vwretd    2.989315
dtype: float64, 90284: const     0.033565
vwretd   -0.561021
dtype: float64, 90285: const     0.002938
vwretd    1.499322
dtype: float64, 90286: const     0.001331
vwretd    2.031627
dtype: float64, 90287: const     0.028464
vwretd    1.309077
dtype: float64, 90288: const    -0.027921
vwretd    1.195951
dtype: float64, 90289: const    -0.019996
vwretd    1.192062
dtype: float64, 90290: const     0.018092
vwretd    0.778751
dtype: float64, 90291: const     0.003296
vwretd    0.846891
dtype: float64, 90292: const    -0.013414
vwretd    0.610128
dtype: float64, 90293: const     0.083546
vwretd   -9.180309
dtype: float64, 90294: const     0.009511
vwretd    0.127624
dtype: float64, 90295: const     0.002830
vwretd    0.779957
dtype: float64, 90296: const     0.03155
vwretd   -0.32016
dtype: float64, 90297: const     0.025473
vwretd    1.243649
dtype: float64, 90298: const    -0.090538
vwretd    1.522839
dtype: float64, 90299: const     0.002415
vwretd    1.317741
dtype: float64, 90300: const     0.005898
vwretd    0.672211
dtype: float64, 90301: const     0.001225
vwretd    1.409597
dtype: float64, 90302: const    -0.000061
vwretd    0.597679
dtype: float64, 90303: const     0.003318
vwretd    1.573272
dtype: float64, 90304: const     0.065499
vwretd    4.019430
dtype: float64, 90305: const     0.010834
vwretd    0.873537
dtype: float64, 90306: const    -0.000675
vwretd    0.968493
dtype: float64, 90307: const    -0.005737
vwretd    1.476361
dtype: float64, 90308: const    -0.037453
vwretd   -1.653163
dtype: float64, 90309: const     0.014864
vwretd    1.430679
dtype: float64, 90310: const    -0.002423
vwretd    1.659109
dtype: float64, 90311: const    -0.043728
vwretd    0.983883
dtype: float64, 90312: const     0.004054
vwretd    1.544725
dtype: float64, 90313: const     0.002159
vwretd    2.376215
dtype: float64, 90314: const    -0.003594
vwretd    3.003380
dtype: float64, 90315: const    -0.145849
vwretd    2.629339
dtype: float64, 90316: const    -0.010458
vwretd    1.384455
dtype: float64, 90317: const    -0.044345
vwretd   -0.120822
dtype: float64, 90318: const    -0.034569
vwretd    1.260865
dtype: float64, 90319: const     0.009145
vwretd    1.037646
dtype: float64, 90320: const    -0.061982
vwretd    1.096336
dtype: float64, 90321: const     0.037436
vwretd    4.427916
dtype: float64, 90322: const    -0.010399
vwretd    1.645458
dtype: float64, 90323: const     0.022944
vwretd    1.104182
dtype: float64, 90324: const     0.005728
vwretd    3.668267
dtype: float64, 90325: const    -0.017568
vwretd    2.055828
dtype: float64, 90326: const     0.013585
vwretd    1.020267
dtype: float64, 90327: const    -0.031799
vwretd    1.316251
dtype: float64, 90328: const     0.030017
vwretd    0.298394
dtype: float64, 90329: const     0.012148
vwretd    0.341201
dtype: float64, 90331: const     0.004234
vwretd    0.733723
dtype: float64, 90333: const     0.017641
vwretd    1.226111
dtype: float64, 90334: const     0.018251
vwretd    0.694834
dtype: float64, 90335: const     0.018397
vwretd    2.081664
dtype: float64, 90336: const    -0.101065
vwretd    1.816785
dtype: float64, 90337: const    -0.036782
vwretd    1.409453
dtype: float64, 90338: const     0.007165
vwretd    0.831058
dtype: float64, 90339: const     0.008742
vwretd    1.362390
dtype: float64, 90340: const    -0.001217
vwretd    1.069024
dtype: float64, 90341: const    -0.012115
vwretd    0.780891
dtype: float64, 90342: const     0.020453
vwretd    1.192131
dtype: float64, 90343: const     0.004118
vwretd    0.919142
dtype: float64, 90344: const     0.008215
vwretd    1.042623
dtype: float64, 90345: const    -0.010872
vwretd    1.529435
dtype: float64, 90346: const    -0.000399
vwretd    2.067078
dtype: float64, 90347: const    -0.001175
vwretd    1.238365
dtype: float64, 90348: const    -0.000365
vwretd    1.165281
dtype: float64, 90349: const    -0.001265
vwretd    0.869172
dtype: float64, 90350: const    -0.000387
vwretd    1.068392
dtype: float64, 90351: const     0.011259
vwretd    1.777458
dtype: float64, 90352: const    -0.019717
vwretd    1.309111
dtype: float64, 90353: const     0.001540
vwretd    1.326367
dtype: float64, 90354: const    -0.001131
vwretd    2.808734
dtype: float64, 90355: const    -0.019549
vwretd    0.576717
dtype: float64, 90356: const    -0.006668
vwretd    0.256934
dtype: float64, 90357: const    -0.041573
vwretd    2.105581
dtype: float64, 90358: const     0.003136
vwretd    0.764385
dtype: float64, 90359: const    -0.001071
vwretd    0.937456
dtype: float64, 90360: const    -0.001046
vwretd    5.009399
dtype: float64, 90361: const     0.009353
vwretd    0.927351
dtype: float64, 90362: const    -0.055147
vwretd   -0.488925
dtype: float64, 90363: const    -0.001140
vwretd    1.499455
dtype: float64, 90365: const    -0.016323
vwretd    2.070758
dtype: float64, 90366: const     0.002274
vwretd    0.793279
dtype: float64, 90368: const     0.008817
vwretd    1.481845
dtype: float64, 90369: const     0.001662
vwretd    0.783520
dtype: float64, 90370: const     0.007633
vwretd    1.475801
dtype: float64, 90371: const     0.003207
vwretd    1.523712
dtype: float64, 90372: const    -0.037216
vwretd    0.579810
dtype: float64, 90373: const     0.009825
vwretd    0.678253
dtype: float64, 90374: const    -0.000234
vwretd    0.953440
dtype: float64, 90375: const     0.017479
vwretd    0.410846
dtype: float64, 90376: const    -0.000149
vwretd    0.925310
dtype: float64, 90377: const     0.007599
vwretd    2.013676
dtype: float64, 90378: const     0.007949
vwretd    0.445906
dtype: float64, 90379: const     0.010868
vwretd    2.280764
dtype: float64, 90380: const     0.023968
vwretd    1.981427
dtype: float64, 90381: const     0.001633
vwretd    0.898949
dtype: float64, 90382: const     0.022632
vwretd    0.611670
dtype: float64, 90383: const    -0.000400
vwretd    0.917186
dtype: float64, 90384: const    -0.004062
vwretd    1.996147
dtype: float64, 90385: const     0.007006
vwretd    0.790369
dtype: float64, 90386: const     0.003711
vwretd    1.450064
dtype: float64, 90387: const    -0.016988
vwretd    2.220588
dtype: float64, 90388: const     0.003507
vwretd    1.674855
dtype: float64, 90389: const     0.000015
vwretd    0.729138
dtype: float64, 90390: const    -0.000091
vwretd    0.815819
dtype: float64, 90391: const     0.002159
vwretd    0.885987
dtype: float64, 90392: const     0.001884
vwretd    0.376683
dtype: float64, 90393: const    -0.058451
vwretd    0.463784
dtype: float64, 90394: const    -0.007755
vwretd    1.898193
dtype: float64, 90395: const    -0.043777
vwretd    2.638977
dtype: float64, 90396: const     0.004676
vwretd    0.984973
dtype: float64, 90397: const     0.015488
vwretd    1.437032
dtype: float64, 90398: const     0.010379
vwretd    0.063597
dtype: float64, 90399: const    -0.001157
vwretd    0.752127
dtype: float64, 90400: const     0.007541
vwretd    1.249163
dtype: float64, 90401: const     0.002606
vwretd    1.306993
dtype: float64, 90402: const    -0.020977
vwretd   -0.235672
dtype: float64, 90403: const     0.011295
vwretd    1.430592
dtype: float64, 90404: const    -0.009606
vwretd    2.622111
dtype: float64, 90405: const     0.032145
vwretd    3.568908
dtype: float64, 90406: const     0.004991
vwretd    0.369409
dtype: float64, 90407: const    -0.016724
vwretd    1.623771
dtype: float64, 90408: const     0.002727
vwretd    1.413816
dtype: float64, 90409: const     0.006708
vwretd    0.707567
dtype: float64, 90410: const    -0.010893
vwretd    2.649237
dtype: float64, 90411: const    -0.023739
vwretd    1.937630
dtype: float64, 90412: const    -0.002263
vwretd    1.837272
dtype: float64, 90413: const    -0.073651
vwretd    2.132005
dtype: float64, 90414: const     0.025086
vwretd    1.426563
dtype: float64, 90415: const     0.010721
vwretd    0.338215
dtype: float64, 90416: const     0.002500
vwretd    0.294849
dtype: float64, 90417: const     0.003957
vwretd    0.528388
dtype: float64, 90418: const     0.019143
vwretd    0.481646
dtype: float64, 90419: const    -0.004552
vwretd    0.858158
dtype: float64, 90420: const     0.290486
vwretd   -3.769938
dtype: float64, 90421: const    -0.001061
vwretd    0.892530
dtype: float64, 90422: const    -0.017810
vwretd    1.450262
dtype: float64, 90423: const     0.001521
vwretd    1.209322
dtype: float64, 90424: const     0.025585
vwretd    1.681546
dtype: float64, 90425: const    -0.002523
vwretd    1.754526
dtype: float64, 90426: const    -0.008098
vwretd    0.449589
dtype: float64, 90427: const     0.006818
vwretd    0.914594
dtype: float64, 90428: const     0.030663
vwretd    0.736693
dtype: float64, 90429: const    -0.040985
vwretd    0.249263
dtype: float64, 90430: const    -0.022745
vwretd    0.749676
dtype: float64, 90431: const     0.024028
vwretd    0.764162
dtype: float64, 90432: const    -0.001463
vwretd    0.911210
dtype: float64, 90433: const     0.000168
vwretd    1.159244
dtype: float64, 90434: const    -0.001132
vwretd    0.648827
dtype: float64, 90435: const     0.016572
vwretd    1.966290
dtype: float64, 90436: const     0.020345
vwretd    1.505180
dtype: float64, 90437: const    -0.046378
vwretd    2.171751
dtype: float64, 90438: const     0.007698
vwretd    0.592040
dtype: float64, 90439: const     0.010351
vwretd    1.201959
dtype: float64, 90440: const    -0.003189
vwretd    1.568411
dtype: float64, 90441: const     0.002376
vwretd    1.257166
dtype: float64, 90442: const     0.001859
vwretd    1.250995
dtype: float64, 90443: const     0.001445
vwretd    1.627935
dtype: float64, 90444: const     0.005927
vwretd    0.898586
dtype: float64, 90445: const    -0.010574
vwretd    0.711089
dtype: float64, 90446: const    -0.027593
vwretd    2.396451
dtype: float64, 90447: const     0.005379
vwretd    0.227723
dtype: float64, 90448: const     0.006989
vwretd    0.115693
dtype: float64, 90449: const    -0.001925
vwretd    1.073850
dtype: float64, 90450: const     0.000108
vwretd    1.308764
dtype: float64, 90451: const     0.015650
vwretd    1.058116
dtype: float64, 90452: const     0.029596
vwretd    1.311553
dtype: float64, 90453: const    -0.091601
vwretd    1.706394
dtype: float64, 90454: const     0.015026
vwretd    0.809176
dtype: float64, 90455: const     0.01551
vwretd    1.30856
dtype: float64, 90456: const    -0.009917
vwretd    0.992847
dtype: float64, 90457: const    -0.094502
vwretd    0.981560
dtype: float64, 90458: const     0.004425
vwretd    0.513356
dtype: float64, 90459: const    -0.044225
vwretd    3.224578
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vwretd    0.380281
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vwretd    0.925269
dtype: float64, 90462: const     0.004998
vwretd    0.770097
dtype: float64, 90463: const     0.028670
vwretd    0.745067
dtype: float64, 90464: const     0.001238
vwretd    0.601747
dtype: float64, 90465: const    -0.049749
vwretd    1.172137
dtype: float64, 90466: const     0.000251
vwretd    1.208127
dtype: float64, 90467: const     0.001908
vwretd    0.486191
dtype: float64, 90468: const     0.03437
vwretd   -0.69287
dtype: float64, 90469: const    -0.011993
vwretd    0.795207
dtype: float64, 90470: const    -0.001687
vwretd    0.722470
dtype: float64, 90471: const    -0.031406
vwretd    0.511927
dtype: float64, 90472: const    -0.037478
vwretd   -2.910756
dtype: float64, 90473: const     0.010565
vwretd    0.877773
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vwretd    0.498736
dtype: float64, 90475: const    -0.041808
vwretd    2.206512
dtype: float64, 90476: const     0.004561
vwretd    0.828946
dtype: float64, 90477: const     0.035106
vwretd    1.102066
dtype: float64, 90478: const     0.004061
vwretd    1.024129
dtype: float64, 90479: const    -0.065054
vwretd   -0.929859
dtype: float64, 90480: const    -0.053286
vwretd    1.067665
dtype: float64, 90481: const    -0.061173
vwretd    1.322352
dtype: float64, 90482: const     0.000910
vwretd    1.012552
dtype: float64, 90483: const    -0.014031
vwretd    1.341928
dtype: float64, 90484: const    -0.011442
vwretd    0.726510
dtype: float64, 90485: const     0.030806
vwretd    1.828439
dtype: float64, 90486: const    -0.025719
vwretd    0.985027
dtype: float64, 90487: const     0.005794
vwretd    0.405109
dtype: float64, 90488: const    -0.022976
vwretd    1.685963
dtype: float64, 90489: const    -0.001812
vwretd    0.797953
dtype: float64, 90490: const    -0.000471
vwretd    1.455935
dtype: float64, 90491: const    -0.002907
vwretd    1.955178
dtype: float64, 90492: const    -0.024234
vwretd    2.702448
dtype: float64, 90493: const     0.004153
vwretd    2.489459
dtype: float64, 90494: const    -0.026911
vwretd    2.371020
dtype: float64, 90495: const    -0.002493
vwretd    1.203765
dtype: float64, 90496: const     0.005048
vwretd    2.082973
dtype: float64, 90497: const    -0.001155
vwretd    1.063617
dtype: float64, 90498: const    -0.029276
vwretd    0.078255
dtype: float64, 90499: const    -0.006195
vwretd    1.182939
dtype: float64, 90500: const     0.007267
vwretd   -0.050764
dtype: float64, 90501: const     0.025184
vwretd    1.900816
dtype: float64, 90502: const    -0.034264
vwretd    1.721581
dtype: float64, 90503: const     0.000776
vwretd    1.542680
dtype: float64, 90504: const    -0.016302
vwretd    1.339963
dtype: float64, 90505: const    -0.000084
vwretd    2.340267
dtype: float64, 90506: const    -0.002670
vwretd    1.568202
dtype: float64, 90507: const     0.004576
vwretd    1.770700
dtype: float64, 90508: const     0.013179
vwretd    0.499492
dtype: float64, 90509: const     0.053030
vwretd    0.673974
dtype: float64, 90510: const    -0.000281
vwretd    0.637087
dtype: float64, 90511: const    -0.000423
vwretd    0.873865
dtype: float64, 90512: const    -0.000528
vwretd    1.089778
dtype: float64, 90513: const    -0.055737
vwretd    4.335674
dtype: float64, 90514: const     0.011018
vwretd    0.412937
dtype: float64, 90515: const    -0.009909
vwretd    0.930985
dtype: float64, 90516: const     0.003675
vwretd    1.332899
dtype: float64, 90517: const     0.007446
vwretd    1.492894
dtype: float64, 90518: const    -0.003055
vwretd    0.870592
dtype: float64, 90519: const    -0.012256
vwretd    1.026418
dtype: float64, 90520: const     0.002238
vwretd    1.734323
dtype: float64, 90521: const    -0.000696
vwretd    1.093890
dtype: float64, 90522: const     0.001803
vwretd    0.885933
dtype: float64, 90523: const     0.000261
vwretd    0.997175
dtype: float64, 90524: const    -0.001804
vwretd    1.050606
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vwretd    0.117785
dtype: float64, 90526: const     0.000417
vwretd    0.969265
dtype: float64, 90527: const     0.012663
vwretd    1.001224
dtype: float64, 90528: const     0.015795
vwretd    1.297610
dtype: float64, 90529: const    -0.096934
vwretd    1.145302
dtype: float64, 90530: const     0.000287
vwretd    0.657919
dtype: float64, 90531: const    -0.009956
vwretd    1.406990
dtype: float64, 90532: const     0.005469
vwretd    0.016636
dtype: float64, 90533: const    -0.003760
vwretd    2.082942
dtype: float64, 90534: const     0.001535
vwretd    0.472972
dtype: float64, 90535: const    -0.000769
vwretd    1.648670
dtype: float64, 90536: const     0.000282
vwretd    1.496192
dtype: float64, 90537: const    -0.000741
vwretd    1.345081
dtype: float64, 90538: const    -0.022639
vwretd    1.909076
dtype: float64, 90539: const    -0.021918
vwretd    1.289685
dtype: float64, 90540: const     0.005246
vwretd    0.720958
dtype: float64, 90541: const     0.001821
vwretd    1.446632
dtype: float64, 90542: const     0.002878
vwretd    1.594875
dtype: float64, 90543: const     0.000607
vwretd    0.549220
dtype: float64, 90544: const    -0.000108
vwretd    0.711704
dtype: float64, 90545: const     0.005827
vwretd    0.059514
dtype: float64, 90546: const    -0.042215
vwretd    3.996532
dtype: float64, 90547: const    -0.033919
vwretd    1.950461
dtype: float64, 90548: const    -0.008199
vwretd    1.868326
dtype: float64, 90549: const    -0.006459
vwretd    1.553538
dtype: float64, 90550: const     0.004720
vwretd    0.947215
dtype: float64, 90551: const    -0.106913
vwretd    4.058646
dtype: float64, 90552: const     0.001804
vwretd    0.345338
dtype: float64, 90553: const    -0.023748
vwretd    0.098578
dtype: float64, 90554: const     0.012231
vwretd   -0.098063
dtype: float64, 90555: const    -0.042495
vwretd    1.378497
dtype: float64, 90556: const    -0.021076
vwretd    1.656565
dtype: float64, 90557: const     0.041797
vwretd    0.949826
dtype: float64, 90558: const     0.000212
vwretd    1.790502
dtype: float64, 90559: const    -0.037435
vwretd    1.868284
dtype: float64, 90560: const    -0.036877
vwretd    0.782818
dtype: float64, 90561: const     0.008994
vwretd    0.783861
dtype: float64, 90562: const     0.002561
vwretd    0.790480
dtype: float64, 90563: const    -0.002003
vwretd    0.934676
dtype: float64, 90564: const     0.004346
vwretd    1.080287
dtype: float64, 90565: const     0.019175
vwretd    0.541021
dtype: float64, 90566: const    -0.112856
vwretd    1.524898
dtype: float64, 90567: const    -0.014006
vwretd    0.984047
dtype: float64, 90568: const    -0.002765
vwretd    1.380683
dtype: float64, 90569: const     0.003341
vwretd    1.651402
dtype: float64, 90580: const    -0.073479
vwretd   -0.154615
dtype: float64, 90588: const    -0.033474
vwretd    0.170954
dtype: float64, 90589: const    -0.051806
vwretd    2.468927
dtype: float64, 90590: const     0.003941
vwretd    0.708183
dtype: float64, 90591: const     0.002362
vwretd    0.897889
dtype: float64, 90592: const    -0.031142
vwretd    0.189224
dtype: float64, 90593: const    -0.036621
vwretd    0.456498
dtype: float64, 90594: const    -0.067351
vwretd    1.957233
dtype: float64, 90595: const     0.015795
vwretd    0.684241
dtype: float64, 90596: const    -0.010028
vwretd    0.643705
dtype: float64, 90597: const    -0.001911
vwretd    0.312298
dtype: float64, 90598: const    -0.008624
vwretd    1.745585
dtype: float64, 90599: const     0.014614
vwretd    0.196618
dtype: float64, 90600: const    -0.000716
vwretd    0.604311
dtype: float64, 90601: const     0.007060
vwretd    0.939759
dtype: float64, 90602: const    -0.089324
vwretd    2.312140
dtype: float64, 90603: const    -0.001039
vwretd    0.843834
dtype: float64, 90604: const    -0.009524
vwretd    1.788280
dtype: float64, 90605: const     0.003587
vwretd    1.044152
dtype: float64, 90606: const    -0.030966
vwretd    1.732603
dtype: float64, 90607: const     0.004804
vwretd    0.783464
dtype: float64, 90608: const     0.014082
vwretd    0.639364
dtype: float64, 90609: const     0.004059
vwretd    1.714894
dtype: float64, 90610: const    -0.003293
vwretd    2.301056
dtype: float64, 90611: const    -0.003457
vwretd    0.984162
dtype: float64, 90612: const    -0.002342
vwretd    0.857743
dtype: float64, 90613: const     0.030198
vwretd    1.775067
dtype: float64, 90614: const    -0.001505
vwretd    1.573855
dtype: float64, 90615: const    -0.012318
vwretd    0.747081
dtype: float64, 90616: const     0.008439
vwretd    0.101229
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vwretd   -0.270675
dtype: float64, 90618: const    -0.010317
vwretd    1.640468
dtype: float64, 90619: const     0.000775
vwretd    0.963590
dtype: float64, 90620: const     0.001331
vwretd    0.872361
dtype: float64, 90621: const     0.001283
vwretd    1.041089
dtype: float64, 90622: const    -0.000461
vwretd    1.196396
dtype: float64, 90623: const    -0.001256
vwretd    1.087707
dtype: float64, 90624: const    -0.000502
vwretd    1.117216
dtype: float64, 90625: const    -0.007620
vwretd    1.345576
dtype: float64, 90626: const    -0.027902
vwretd    1.590927
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vwretd    0.691076
dtype: float64, 90628: const    -0.000419
vwretd    0.653142
dtype: float64, 90629: const    -0.060748
vwretd    0.287993
dtype: float64, 90630: const    -0.004183
vwretd    1.423430
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vwretd    2.251955
dtype: float64, 90632: const     0.028518
vwretd    0.500436
dtype: float64, 90633: const    -0.043770
vwretd    0.948079
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vwretd    1.083642
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vwretd    0.536896
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vwretd    0.207114
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vwretd    0.168014
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vwretd    1.479155
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vwretd    1.174321
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vwretd    2.026769
dtype: float64, 90641: const     0.006940
vwretd    2.761535
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vwretd   -0.551730
dtype: float64, 90643: const    -0.038181
vwretd    2.675125
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vwretd    0.600270
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vwretd    1.282761
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vwretd    1.130394
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vwretd    0.732678
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vwretd    0.827611
dtype: float64, 90649: const    -0.001647
vwretd    2.003768
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vwretd    7.537961
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vwretd    0.859395
dtype: float64, 90652: const    -0.001472
vwretd    1.067307
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vwretd   -1.162439
dtype: float64, 90654: const     0.074484
vwretd   -0.173045
dtype: float64, 90655: const    -0.003326
vwretd    0.796049
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vwretd    1.468222
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vwretd    1.850183
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vwretd    1.184765
dtype: float64, 90659: const    -0.011648
vwretd    0.984123
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vwretd    0.917438
dtype: float64, 90661: const    -0.004934
vwretd    0.222638
dtype: float64, 90662: const    -0.003529
vwretd    0.055940
dtype: float64, 90663: const     0.168579
vwretd   -1.206497
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vwretd    1.078139
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vwretd    0.492479
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vwretd    0.785565
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vwretd    0.269614
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vwretd    0.277881
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vwretd    1.795105
dtype: float64, 90671: const     0.004318
vwretd    1.421147
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vwretd    1.671061
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vwretd    0.533163
dtype: float64, 90674: const     0.027721
vwretd    2.303872
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vwretd    0.994004
dtype: float64, 90676: const    -0.002952
vwretd    1.315743
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vwretd    1.508923
dtype: float64, 90678: const    -0.022671
vwretd    2.005747
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vwretd    1.750347
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vwretd    1.868951
dtype: float64, 90681: const    -0.058247
vwretd    1.486702
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vwretd    0.404301
dtype: float64, 90683: const    -0.002816
vwretd    0.864137
dtype: float64, 90684: const    -0.206781
vwretd    0.518155
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vwretd    0.242618
dtype: float64, 90686: const    -0.141173
vwretd   -0.097302
dtype: float64, 90687: const    -0.001254
vwretd    2.215540
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vwretd    0.646227
dtype: float64, 90689: const    -0.000780
vwretd    1.158525
dtype: float64, 90690: const     0.034131
vwretd    0.006224
dtype: float64, 90691: const    -0.034818
vwretd    1.594018
dtype: float64, 90692: const     0.033118
vwretd    0.322321
dtype: float64, 90693: const     0.018688
vwretd    0.281478
dtype: float64, 90694: const     0.000752
vwretd    0.867721
dtype: float64, 90695: const     0.002148
vwretd    0.832785
dtype: float64, 90696: const     0.002982
vwretd    2.870409
dtype: float64, 90697: const     0.008249
vwretd    0.666028
dtype: float64, 90698: const     0.009294
vwretd    0.551007
dtype: float64, 90699: const    -0.000994
vwretd    2.720186
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vwretd    1.527427
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vwretd    1.463561
dtype: float64, 90702: const    -0.025350
vwretd    0.458012
dtype: float64, 90703: const     0.000024
vwretd    0.793021
dtype: float64, 90704: const    -0.025206
vwretd    1.674610
dtype: float64, 90705: const     0.009110
vwretd    0.956651
dtype: float64, 90706: const     0.001449
vwretd    1.473248
dtype: float64, 90708: const     0.005243
vwretd    1.064570
dtype: float64, 90709: const    -0.005771
vwretd    1.508784
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vwretd    0.479881
dtype: float64, 90711: const     0.001801
vwretd    0.724596
dtype: float64, 90713: const    -0.032430
vwretd    1.119477
dtype: float64, 90714: const     0.035954
vwretd   -3.772814
dtype: float64, 90715: const    -0.000097
vwretd    1.589856
dtype: float64, 90716: const     0.012454
vwretd    2.120393
dtype: float64, 90717: const     0.001850
vwretd    1.354657
dtype: float64, 90718: const    -0.002201
vwretd    0.633520
dtype: float64, 90719: const    -0.044903
vwretd    0.219491
dtype: float64, 90720: const     0.008059
vwretd    1.941807
dtype: float64, 90721: const     0.004804
vwretd    0.801875
dtype: float64, 90722: const     0.000200
vwretd    0.614785
dtype: float64, 90723: const     0.035731
vwretd    0.697757
dtype: float64, 90724: const    -0.025570
vwretd    2.131879
dtype: float64, 90725: const     0.015358
vwretd    1.316230
dtype: float64, 90726: const     0.004596
vwretd    2.897254
dtype: float64, 90727: const    -0.034133
vwretd    2.475278
dtype: float64, 90729: const     0.002758
vwretd    1.034763
dtype: float64, 90730: const     0.007790
vwretd    0.584967
dtype: float64, 90731: const     0.003163
vwretd    1.321829
dtype: float64, 90732: const     0.016393
vwretd    2.685240
dtype: float64, 90733: const     0.000065
vwretd    1.715929
dtype: float64, 90734: const     0.012089
vwretd    0.622912
dtype: float64, 90735: const     0.006414
vwretd    1.149972
dtype: float64, 90736: const     0.029241
vwretd    0.946627
dtype: float64, 90737: const     0.022812
vwretd    0.598065
dtype: float64, 90738: const    -0.017440
vwretd    1.869311
dtype: float64, 90739: const     0.015947
vwretd    0.330216
dtype: float64, 90740: const    -0.004894
vwretd    0.983807
dtype: float64, 90741: const     0.030656
vwretd   -0.338585
dtype: float64, 90742: const    -0.004504
vwretd    1.837746
dtype: float64, 90743: const    -0.078708
vwretd    1.460803
dtype: float64, 90744: const     0.010209
vwretd    1.405999
dtype: float64, 90745: const     0.028106
vwretd    0.975455
dtype: float64, 90746: const    -0.014448
vwretd    2.207409
dtype: float64, 90747: const     0.000703
vwretd    1.574784
dtype: float64, 90748: const     0.003589
vwretd    0.948969
dtype: float64, 90749: const     0.004451
vwretd    1.184033
dtype: float64, 90750: const     0.031553
vwretd    1.636341
dtype: float64, 90751: const    -0.000990
vwretd    1.521953
dtype: float64, 90752: const    -0.003551
vwretd    2.397844
dtype: float64, 90753: const     0.001704
vwretd    0.779892
dtype: float64, 90754: const    -0.002035
vwretd    0.840488
dtype: float64, 90755: const    -0.007712
vwretd    0.860615
dtype: float64, 90756: const     0.002746
vwretd    1.463526
dtype: float64, 90757: const     0.039017
vwretd    1.349644
dtype: float64, 90758: const     0.038494
vwretd    2.778108
dtype: float64, 90759: const     0.030247
vwretd    3.188463
dtype: float64, 90760: const     0.003816
vwretd    2.223350
dtype: float64, 90761: const    -0.003366
vwretd    1.155762
dtype: float64, 90762: const    -0.003113
vwretd    1.212679
dtype: float64, 90763: const    -0.001626
vwretd    0.869780
dtype: float64, 90764: const     0.014655
vwretd    0.636800
dtype: float64, 90765: const    -0.002145
vwretd    1.225747
dtype: float64, 90766: const     0.002255
vwretd    1.021214
dtype: float64, 90767: const     0.001976
vwretd    1.327352
dtype: float64, 90768: const     0.004341
vwretd    0.712683
dtype: float64, 90769: const     0.000906
vwretd    1.167798
dtype: float64, 90770: const    -0.002929
vwretd    1.234305
dtype: float64, 90771: const     0.002646
vwretd    0.644782
dtype: float64, 90772: const     0.002425
vwretd    0.832453
dtype: float64, 90773: const     0.001193
vwretd    0.970359
dtype: float64, 90774: const    -0.065536
vwretd    0.309183
dtype: float64, 90775: const     0.006131
vwretd    0.379230
dtype: float64, 90776: const     0.000669
vwretd    1.335538
dtype: float64, 90777: const    -0.009332
vwretd    1.429413
dtype: float64, 90778: const     0.008134
vwretd    1.478410
dtype: float64, 90779: const     0.002608
vwretd    1.131539
dtype: float64, 90780: const    -0.024369
vwretd    1.774479
dtype: float64, 90781: const    -0.003231
vwretd    1.665193
dtype: float64, 90782: const    -0.009062
vwretd    0.643293
dtype: float64, 90783: const    -0.001863
vwretd    2.090183
dtype: float64, 90784: const    -0.000303
vwretd    1.316510
dtype: float64, 90785: const    -0.017324
vwretd    0.984013
dtype: float64, 90786: const     0.013323
vwretd    0.508981
dtype: float64, 90787: const    -0.056820
vwretd    1.701664
dtype: float64, 90788: const    -0.054886
vwretd    0.698785
dtype: float64, 90789: const     0.007814
vwretd    1.220871
dtype: float64, 90790: const     0.002513
vwretd    1.144753
dtype: float64, 90791: const    -0.004871
vwretd    0.857689
dtype: float64, 90792: const    -0.002532
vwretd    1.087159
dtype: float64, 90793: const    -0.004447
vwretd    0.992915
dtype: float64, 90794: const    -0.000557
vwretd    0.880447
dtype: float64, 90795: const    -0.007695
vwretd    1.940651
dtype: float64, 90796: const     0.011342
vwretd    1.071731
dtype: float64, 90797: const     0.001349
vwretd    1.047189
dtype: float64, 90798: const     0.004856
vwretd    1.055407
dtype: float64, 90799: const     0.003778
vwretd    1.057803
dtype: float64, 90800: const     0.009126
vwretd    1.585248
dtype: float64, 90801: const     0.008865
vwretd    0.925540
dtype: float64, 90802: const     0.065363
vwretd    1.806628
dtype: float64, 90803: const    -0.000350
vwretd    1.044174
dtype: float64, 90804: const    -0.034364
vwretd    2.964155
dtype: float64, 90805: const     0.001738
vwretd    1.113732
dtype: float64, 90806: const     0.004778
vwretd    1.170626
dtype: float64, 90807: const     0.012471
vwretd    0.325800
dtype: float64, 90808: const     0.003777
vwretd    1.569244
dtype: float64, 90809: const    -0.055675
vwretd    0.632823
dtype: float64, 90810: const     0.004799
vwretd    2.248147
dtype: float64, 90811: const    -0.040784
vwretd   -0.065431
dtype: float64, 90812: const    -0.053439
vwretd    6.546618
dtype: float64, 90813: const    -0.011597
vwretd    1.881211
dtype: float64, 90814: const     0.008415
vwretd    0.855534
dtype: float64, 90816: const     0.015813
vwretd   -1.942662
dtype: float64, 90817: const    -0.000186
vwretd    1.816673
dtype: float64, 90818: const    -0.020371
vwretd   -0.101682
dtype: float64, 90819: const     0.044218
vwretd    0.958537
dtype: float64, 90820: const     0.009709
vwretd    0.181937
dtype: float64, 90821: const    -0.013795
vwretd    0.330588
dtype: float64, 90822: const     0.017205
vwretd    1.822824
dtype: float64, 90823: const    -0.059578
vwretd    1.600995
dtype: float64, 90824: const     0.005546
vwretd    0.415889
dtype: float64, 90825: const    -0.003241
vwretd    2.697847
dtype: float64, 90826: const    -0.075709
vwretd    0.450215
dtype: float64, 90827: const    -0.000008
vwretd    0.885843
dtype: float64, 90828: const    -0.093172
vwretd    0.388559
dtype: float64, 90829: const     0.016190
vwretd    1.139924
dtype: float64, 90830: const    -0.099974
vwretd    0.902122
dtype: float64, 90831: const     0.007261
vwretd    1.129758
dtype: float64, 90832: const     0.014479
vwretd    0.736199
dtype: float64, 90833: const     0.012600
vwretd    1.196171
dtype: float64, 90834: const    -0.002786
vwretd    1.184366
dtype: float64, 90835: const    -0.004385
vwretd    1.020796
dtype: float64, 90837: const    -0.002819
vwretd    0.973358
dtype: float64, 90838: const     0.036912
vwretd    0.111576
dtype: float64, 90839: const    -0.000355
vwretd    1.179358
dtype: float64, 90840: const    -0.005000
vwretd    1.279378
dtype: float64, 90841: const    -0.004415
vwretd    1.467592
dtype: float64, 90842: const     0.017740
vwretd    0.283421
dtype: float64, 90843: const    -0.001343
vwretd    1.014774
dtype: float64, 90844: const     0.007275
vwretd    0.946139
dtype: float64, 90845: const    -0.005235
vwretd    1.228420
dtype: float64, 90846: const    -0.029169
vwretd    0.610108
dtype: float64, 90847: const    -0.025198
vwretd    2.098586
dtype: float64, 90849: const     0.004680
vwretd    2.578026
dtype: float64, 90850: const     0.003839
vwretd    1.206855
dtype: float64, 90851: const     0.006869
vwretd    0.993574
dtype: float64, 90852: const    -0.021024
vwretd    0.995347
dtype: float64, 90853: const     0.003164
vwretd    1.041821
dtype: float64, 90854: const    -0.001658
vwretd    1.454745
dtype: float64, 90855: const     0.002504
vwretd    3.038095
dtype: float64, 90856: const     0.010748
vwretd    1.252336
dtype: float64, 90857: const     0.014834
vwretd    1.332313
dtype: float64, 90858: const    -0.006041
vwretd    1.635226
dtype: float64, 90859: const    -0.029877
vwretd    1.051787
dtype: float64, 90860: const     0.056556
vwretd   -4.855739
dtype: float64, 90861: const     0.041691
vwretd    1.280085
dtype: float64, 90862: const    -0.020664
vwretd    1.316225
dtype: float64, 90863: const    -0.025392
vwretd    1.178367
dtype: float64, 90864: const     0.012657
vwretd    0.726998
dtype: float64, 90865: const    -0.008286
vwretd    1.244603
dtype: float64, 90866: const    -0.001357
vwretd    1.307306
dtype: float64, 90867: const     0.016823
vwretd    0.657151
dtype: float64, 90868: const     0.013816
vwretd    0.515178
dtype: float64, 90869: const     0.061823
vwretd    2.019165
dtype: float64, 90870: const     0.006330
vwretd    1.375622
dtype: float64, 90871: const    -0.000613
vwretd    2.038911
dtype: float64, 90872: const    -0.005162
vwretd    3.042313
dtype: float64, 90873: const    -0.044991
vwretd    2.306251
dtype: float64, 90874: const     0.007084
vwretd    1.381677
dtype: float64, 90875: const    -0.008678
vwretd    1.233006
dtype: float64, 90876: const     0.028223
vwretd    0.968409
dtype: float64, 90877: const    -0.037619
vwretd    0.442431
dtype: float64, 90878: const     0.000367
vwretd    0.996013
dtype: float64, 90879: const     0.017176
vwretd    1.139072
dtype: float64, 90880: const     0.003115
vwretd    1.710436
dtype: float64, 90881: const    -0.055514
vwretd    0.616958
dtype: float64, 90882: const    -0.001034
vwretd    0.918390
dtype: float64, 90883: const    -0.000617
vwretd    1.239293
dtype: float64, 90884: const    -0.001407
vwretd    1.166807
dtype: float64, 90885: const     0.004337
vwretd    1.869581
dtype: float64, 90886: const     0.010201
vwretd    0.947384
dtype: float64, 90887: const     0.007542
vwretd    0.486615
dtype: float64, 90888: const    -0.019392
vwretd    2.674614
dtype: float64, 90889: const    -0.010891
vwretd    2.421454
dtype: float64, 90890: const    -0.003265
vwretd    1.040007
dtype: float64, 90891: const    -0.005865
vwretd    0.941153
dtype: float64, 90892: const     0.000921
vwretd    0.800192
dtype: float64, 90893: const     0.017379
vwretd    0.920222
dtype: float64, 90894: const    -0.02626
vwretd    0.97091
dtype: float64, 90895: const     0.013900
vwretd    0.494605
dtype: float64, 90896: const     0.016159
vwretd    1.647286
dtype: float64, 90897: const     0.014140
vwretd    0.762646
dtype: float64, 90898: const    -0.011508
vwretd    1.324561
dtype: float64, 90899: const    -0.002929
vwretd    1.648003
dtype: float64, 90900: const     0.012970
vwretd    0.647201
dtype: float64, 90901: const    -0.029817
vwretd    1.055326
dtype: float64, 90902: const     0.001774
vwretd    1.048552
dtype: float64, 90903: const     0.021256
vwretd   -0.688989
dtype: float64, 90904: const    -0.055536
vwretd    0.835659
dtype: float64, 90905: const     0.005142
vwretd    0.641976
dtype: float64, 90906: const     0.061779
vwretd   -1.613029
dtype: float64, 90907: const    -0.011189
vwretd    1.788566
dtype: float64, 90908: const     0.050681
vwretd    0.503693
dtype: float64, 90909: const     0.003288
vwretd    2.302127
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vwretd    1.481286
dtype: float64, 90911: const    -0.077749
vwretd    1.540005
dtype: float64, 90912: const    -0.031331
vwretd    0.987223
dtype: float64, 90913: const    -0.001053
vwretd    1.317613
dtype: float64, 90914: const     0.003396
vwretd    0.881089
dtype: float64, 90915: const     0.010504
vwretd   -0.176295
dtype: float64, 90916: const     0.004316
vwretd    1.618867
dtype: float64, 90917: const    -0.016624
vwretd    1.217658
dtype: float64, 90918: const     0.004761
vwretd    1.022436
dtype: float64, 90919: const    -0.001004
vwretd    1.084158
dtype: float64, 90920: const     0.037766
vwretd    1.182864
dtype: float64, 90921: const    -0.011992
vwretd    1.081047
dtype: float64, 90922: const     0.001029
vwretd    0.072317
dtype: float64, 90923: const     0.005466
vwretd    0.951772
dtype: float64, 90924: const    -0.016141
vwretd    1.460495
dtype: float64, 90925: const     0.006665
vwretd    0.856529
dtype: float64, 90926: const     0.008407
vwretd    1.119847
dtype: float64, 90927: const    -0.000088
vwretd    0.796077
dtype: float64, 90928: const     0.002906
vwretd    0.527839
dtype: float64, 90929: const    -0.000206
vwretd    0.959307
dtype: float64, 90930: const    -0.012098
vwretd    1.647280
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vwretd    1.250699
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vwretd    0.033402
dtype: float64, 90933: const    -0.00042
vwretd    0.88540
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vwretd    1.541315
dtype: float64, 90935: const    -0.002658
vwretd    1.312348
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vwretd    1.021388
dtype: float64, 90937: const    -0.175716
vwretd   -2.833616
dtype: float64, 90938: const    -0.052096
vwretd    2.968055
dtype: float64, 90939: const    -0.045946
vwretd    0.500838
dtype: float64, 90940: const    -0.002510
vwretd    1.786351
dtype: float64, 90941: const     0.006452
vwretd    0.832671
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vwretd    0.753765
dtype: float64, 90943: const    -0.003399
vwretd    0.489150
dtype: float64, 90944: const    -0.001530
vwretd    0.564341
dtype: float64, 90945: const    -0.058085
vwretd    2.329977
dtype: float64, 90946: const    -0.007141
vwretd    1.477318
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vwretd   -0.146313
dtype: float64, 90948: const    -0.004374
vwretd    1.064008
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vwretd    0.468463
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vwretd    1.214538
dtype: float64, 90951: const    -0.04412
vwretd    2.82025
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vwretd    0.816830
dtype: float64, 90953: const     0.001751
vwretd    0.796833
dtype: float64, 90954: const    -0.042094
vwretd    0.361172
dtype: float64, 90955: const    -0.019116
vwretd    1.121649
dtype: float64, 90956: const     0.007715
vwretd    0.583463
dtype: float64, 90957: const     0.012801
vwretd    0.604158
dtype: float64, 90958: const    -0.010901
vwretd    1.100367
dtype: float64, 90959: const    -0.007360
vwretd    0.639262
dtype: float64, 90960: const    -0.038386
vwretd    2.710725
dtype: float64, 90961: const     0.005011
vwretd    0.801689
dtype: float64, 90962: const    -0.014335
vwretd    1.001419
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vwretd    0.521568
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vwretd    1.106471
dtype: float64, 90965: const    -0.005797
vwretd    2.383186
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vwretd    1.278921
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vwretd   -0.144296
dtype: float64, 90968: const    -0.034514
vwretd    1.971717
dtype: float64, 90969: const     0.004751
vwretd    0.732332
dtype: float64, 90970: const    -0.056932
vwretd    0.959693
dtype: float64, 90971: const     0.004076
vwretd    1.223691
dtype: float64, 90972: const    -0.017511
vwretd    1.031585
dtype: float64, 90973: const    -0.000084
vwretd    1.055447
dtype: float64, 90974: const    -0.076466
vwretd    0.713812
dtype: float64, 90975: const     0.014479
vwretd    0.810224
dtype: float64, 90976: const    -0.005645
vwretd    1.633985
dtype: float64, 90977: const    -0.053348
vwretd   -0.457910
dtype: float64, 90978: const     0.001388
vwretd    2.139799
dtype: float64, 90979: const     0.002145
vwretd    1.290120
dtype: float64, 90980: const     0.001947
vwretd    1.976940
dtype: float64, 90981: const     0.011310
vwretd    1.005007
dtype: float64, 90982: const     0.015820
vwretd    1.038588
dtype: float64, 90983: const     0.005509
vwretd    0.477601
dtype: float64, 90984: const     0.007972
vwretd    1.243488
dtype: float64, 90985: const     0.040473
vwretd    7.561990
dtype: float64, 90986: const     0.019676
vwretd    1.772125
dtype: float64, 90987: const     0.001611
vwretd    0.292459
dtype: float64, 90988: const    -0.016104
vwretd    2.171942
dtype: float64, 90989: const    -0.009019
vwretd    1.983462
dtype: float64, 90990: const    -0.081315
vwretd   -3.091873
dtype: float64, 90991: const    -0.087454
vwretd   -0.093732
dtype: float64, 90992: const     0.010890
vwretd    0.644238
dtype: float64, 90993: const     0.008296
vwretd    0.925004
dtype: float64, 90994: const     0.018179
vwretd    1.788580
dtype: float64, 90995: const     0.00313
vwretd    1.69803
dtype: float64, 90996: const    -0.026903
vwretd    2.231392
dtype: float64, 90997: const    -0.007351
vwretd    1.629268
dtype: float64, 90998: const     0.000985
vwretd    0.824387
dtype: float64, 90999: const    -0.008947
vwretd    2.334324
dtype: float64, 91000: const    -0.004959
vwretd    1.133624
dtype: float64, 91001: const     0.001913
vwretd    0.828204
dtype: float64, 91002: const    -0.004248
vwretd    1.299987
dtype: float64, 91003: const     0.005879
vwretd    1.173764
dtype: float64, 91004: const    -0.000927
vwretd    1.164600
dtype: float64, 91005: const    -0.005182
vwretd    1.225004
dtype: float64, 91006: const    -0.000176
vwretd    1.175989
dtype: float64, 91007: const     0.000268
vwretd    1.108535
dtype: float64, 91008: const    -0.000580
vwretd    1.129092
dtype: float64, 91009: const    -0.000186
vwretd    1.130655
dtype: float64, 91010: const     0.000954
vwretd    0.966755
dtype: float64, 91011: const    -0.036474
vwretd    0.438839
dtype: float64, 91012: const    -0.088289
vwretd    1.113272
dtype: float64, 91013: const     0.004944
vwretd   -0.042507
dtype: float64, 91014: const    -0.032414
vwretd    1.080100
dtype: float64, 91015: const     0.002462
vwretd    0.489696
dtype: float64, 91016: const    -0.066817
vwretd    1.465524
dtype: float64, 91017: const    -0.003292
vwretd    0.340944
dtype: float64, 91018: const     0.008272
vwretd    0.769690
dtype: float64, 91019: const    -0.060672
vwretd    1.189523
dtype: float64, 91020: const     0.007720
vwretd    1.866149
dtype: float64, 91021: const    -0.037527
vwretd    1.415605
dtype: float64, 91022: const    -0.067901
vwretd    1.381685
dtype: float64, 91023: const    -0.097574
vwretd    3.080479
dtype: float64, 91024: const     0.002452
vwretd    1.659337
dtype: float64, 91025: const     0.006497
vwretd    0.216836
dtype: float64, 91026: const    -0.052190
vwretd    0.450604
dtype: float64, 91027: const     0.018686
vwretd    0.747435
dtype: float64, 91028: const     0.011215
vwretd    2.647149
dtype: float64, 91029: const    -0.044803
vwretd    3.984987
dtype: float64, 91030: const    -0.054169
vwretd    0.923228
dtype: float64, 91031: const    -0.072794
vwretd    0.848365
dtype: float64, 91032: const     0.008851
vwretd    1.371752
dtype: float64, 91033: const     0.005799
vwretd    1.143440
dtype: float64, 91034: const     0.016950
vwretd    1.571947
dtype: float64, 91035: const     0.028964
vwretd    6.347806
dtype: float64, 91036: const    -0.039180
vwretd    1.069983
dtype: float64, 91037: const    -0.012647
vwretd    1.568629
dtype: float64, 91038: const    -0.000287
vwretd    0.917087
dtype: float64, 91039: const    -0.017384
vwretd    1.765654
dtype: float64, 91040: const    -0.047604
vwretd    2.245560
dtype: float64, 91041: const     0.002554
vwretd    1.592720
dtype: float64, 91042: const     0.006614
vwretd   -0.064724
dtype: float64, 91043: const    -0.030041
vwretd    2.416340
dtype: float64, 91044: const     0.006354
vwretd    1.805651
dtype: float64, 91045: const     0.031903
vwretd    0.401099
dtype: float64, 91046: const    -0.024280
vwretd    2.336054
dtype: float64, 91047: const    -0.002470
vwretd    0.254226
dtype: float64, 91048: const    -0.035033
vwretd    6.820359
dtype: float64, 91049: const    -0.014093
vwretd    1.494640
dtype: float64, 91050: const     0.037794
vwretd    2.091544
dtype: float64, 91051: const     0.006896
vwretd    1.667843
dtype: float64, 91052: const    -0.000564
vwretd    1.088236
dtype: float64, 91053: const     0.000464
vwretd    1.042001
dtype: float64, 91054: const    -0.112304
vwretd    4.460649
dtype: float64, 91055: const     0.000516
vwretd    0.895256
dtype: float64, 91056: const    -0.000201
vwretd    0.987594
dtype: float64, 91057: const    -0.001719
vwretd    1.287020
dtype: float64, 91058: const     0.038053
vwretd   -0.353715
dtype: float64, 91059: const     0.009509
vwretd    1.084512
dtype: float64, 91060: const     0.003592
vwretd    0.963967
dtype: float64, 91061: const    -0.015278
vwretd    3.038100
dtype: float64, 91063: const    -0.006347
vwretd    1.212767
dtype: float64, 91064: const    -0.088559
vwretd    2.536559
dtype: float64, 91065: const     0.005669
vwretd    1.283900
dtype: float64, 91066: const    -0.005631
vwretd    1.095670
dtype: float64, 91067: const     0.014889
vwretd    0.728513
dtype: float64, 91068: const     0.014372
vwretd    1.025154
dtype: float64, 91069: const    -0.014993
vwretd    1.861895
dtype: float64, 91070: const    -0.042905
vwretd    0.682151
dtype: float64, 91071: const    -0.015382
vwretd    1.038122
dtype: float64, 91072: const    -0.015748
vwretd    0.826665
dtype: float64, 91073: const     0.010638
vwretd    1.074423
dtype: float64, 91074: const    -0.074761
vwretd    1.506934
dtype: float64, 91075: const     0.006313
vwretd    1.772021
dtype: float64, 91076: const     0.009163
vwretd    1.247881
dtype: float64, 91077: const     0.004523
vwretd    0.528262
dtype: float64, 91078: const    -0.047098
vwretd    1.571576
dtype: float64, 91079: const     0.012468
vwretd    1.556020
dtype: float64, 91080: const     0.003112
vwretd    2.076337
dtype: float64, 91081: const    -0.019870
vwretd    0.745732
dtype: float64, 91082: const     0.008521
vwretd    1.520736
dtype: float64, 91083: const     0.001139
vwretd    0.674166
dtype: float64, 91084: const     0.004386
vwretd    0.780872
dtype: float64, 91085: const    -0.000594
vwretd    3.455412
dtype: float64, 91086: const     0.004836
vwretd    1.166358
dtype: float64, 91087: const     0.012174
vwretd   -0.055298
dtype: float64, 91088: const    -0.018948
vwretd    0.721410
dtype: float64, 91089: const     0.000474
vwretd    1.041717
dtype: float64, 91090: const     0.014240
vwretd    1.656462
dtype: float64, 91091: const    -0.016645
vwretd    0.380521
dtype: float64, 91092: const     0.011631
vwretd    0.955607
dtype: float64, 91094: const     0.070260
vwretd    2.650307
dtype: float64, 91095: const     0.004477
vwretd    1.106189
dtype: float64, 91096: const    -0.01605
vwretd    2.43726
dtype: float64, 91097: const    -0.026112
vwretd    0.183536
dtype: float64, 91098: const     0.001333
vwretd    2.658067
dtype: float64, 91099: const     0.003478
vwretd    0.822405
dtype: float64, 91100: const    -0.001419
vwretd    2.063467
dtype: float64, 91101: const     0.051912
vwretd    0.233688
dtype: float64, 91102: const     0.002700
vwretd    1.369803
dtype: float64, 91103: const     0.008343
vwretd    1.010398
dtype: float64, 91104: const     0.094493
vwretd   -3.222512
dtype: float64, 91105: const    -0.011565
vwretd   -3.264354
dtype: float64, 91106: const     0.001331
vwretd    0.355019
dtype: float64, 91107: const    -0.027953
vwretd    1.788591
dtype: float64, 91108: const     0.041928
vwretd   -0.861739
dtype: float64, 91109: const    -0.031845
vwretd    1.191692
dtype: float64, 91110: const    -0.070335
vwretd    4.984150
dtype: float64, 91111: const     0.005961
vwretd    1.335400
dtype: float64, 91112: const     0.007726
vwretd    1.080687
dtype: float64, 91113: const     0.022353
vwretd    1.539533
dtype: float64, 91114: const    -0.001455
vwretd    1.829907
dtype: float64, 91115: const     0.009104
vwretd    0.506571
dtype: float64, 91116: const     0.016381
vwretd    1.383152
dtype: float64, 91117: const    -0.004318
vwretd    1.631908
dtype: float64, 91118: const    -0.002907
vwretd    1.203799
dtype: float64, 91119: const    -0.006461
vwretd    1.741093
dtype: float64, 91120: const     0.021947
vwretd   -1.458014
dtype: float64, 91121: const     0.028109
vwretd    0.179565
dtype: float64, 91122: const     0.000369
vwretd    1.374256
dtype: float64, 91123: const    -0.002584
vwretd    1.323420
dtype: float64, 91124: const     0.004392
vwretd    1.001238
dtype: float64, 91125: const     0.000533
vwretd    1.757985
dtype: float64, 91126: const     0.074318
vwretd    1.088202
dtype: float64, 91127: const     0.015968
vwretd    2.246183
dtype: float64, 91128: const    -0.014887
vwretd    3.597060
dtype: float64, 91129: const    -0.002935
vwretd    0.652119
dtype: float64, 91130: const    -0.002373
vwretd    1.046452
dtype: float64, 91131: const    -0.002642
vwretd    0.869748
dtype: float64, 91132: const    -0.003321
vwretd    1.085963
dtype: float64, 91133: const     0.006311
vwretd    1.247191
dtype: float64, 91134: const    -0.052785
vwretd    1.035933
dtype: float64, 91135: const    -0.017667
vwretd    2.216679
dtype: float64, 91136: const    -0.016976
vwretd    2.304291
dtype: float64, 91137: const     0.000904
vwretd    0.799905
dtype: float64, 91138: const    -0.004383
vwretd    0.520525
dtype: float64, 91139: const     0.004553
vwretd    0.067321
dtype: float64, 91141: const     0.044976
vwretd    1.092299
dtype: float64, 91142: const     0.012354
vwretd    0.205833
dtype: float64, 91143: const    -0.006808
vwretd    1.569328
dtype: float64, 91144: const    -0.000681
vwretd    1.330164
dtype: float64, 91145: const     0.002321
vwretd    1.071961
dtype: float64, 91146: const    -0.001094
vwretd    1.382420
dtype: float64, 91147: const     0.002276
vwretd    1.106622
dtype: float64, 91148: const    -0.002529
vwretd    1.559586
dtype: float64, 91149: const     0.001731
vwretd    1.154939
dtype: float64, 91151: const     0.009941
vwretd    0.780270
dtype: float64, 91152: const     0.017432
vwretd    0.959554
dtype: float64, 91153: const    -0.104611
vwretd    0.730512
dtype: float64, 91154: const    -0.017687
vwretd    1.305739
dtype: float64, 91155: const    -0.110561
vwretd    2.188728
dtype: float64, 91156: const    -0.018367
vwretd    0.341354
dtype: float64, 91157: const    -0.018434
vwretd    0.954589
dtype: float64, 91158: const     0.003273
vwretd    0.166332
dtype: float64, 91159: const    -0.089023
vwretd   -0.012886
dtype: float64, 91160: const     0.030879
vwretd    0.934768
dtype: float64, 91161: const     0.007323
vwretd    1.839647
dtype: float64, 91162: const    -0.006417
vwretd    2.607654
dtype: float64, 91163: const     0.010303
vwretd    1.584671
dtype: float64, 91164: const    -0.119564
vwretd    2.572853
dtype: float64, 91165: const     0.011914
vwretd    1.292726
dtype: float64, 91166: const     0.046943
vwretd   -0.807631
dtype: float64, 91167: const     0.007091
vwretd    0.268942
dtype: float64, 91169: const    -0.059503
vwretd    1.406085
dtype: float64, 91170: const    -0.104098
vwretd   -1.009595
dtype: float64, 91171: const     0.00636
vwretd    0.48261
dtype: float64, 91172: const     0.011833
vwretd    1.105378
dtype: float64, 91173: const    -0.012780
vwretd    0.755282
dtype: float64, 91174: const    -0.000036
vwretd    1.797625
dtype: float64, 91175: const     0.024076
vwretd    1.278686
dtype: float64, 91176: const     0.000967
vwretd    0.406392
dtype: float64, 91177: const    -0.000559
vwretd    0.768374
dtype: float64, 91178: const     0.040452
vwretd    0.865627
dtype: float64, 91179: const    -0.045513
vwretd    1.200102
dtype: float64, 91181: const     0.001570
vwretd    1.100468
dtype: float64, 91182: const     0.002362
vwretd    1.180845
dtype: float64, 91183: const    -0.094773
vwretd    0.769469
dtype: float64, 91184: const    -0.000363
vwretd    1.924659
dtype: float64, 91185: const     0.024878
vwretd    0.732106
dtype: float64, 91186: const     0.047497
vwretd    2.970284
dtype: float64, 91187: const     0.010996
vwretd    0.406017
dtype: float64, 91190: const    -0.046134
vwretd    2.401224
dtype: float64, 91191: const     0.044448
vwretd    2.371953
dtype: float64, 91192: const     0.007049
vwretd    0.473186
dtype: float64, 91193: const    -0.012950
vwretd    1.806135
dtype: float64, 91194: const    -0.003577
vwretd    1.076601
dtype: float64, 91195: const     0.025913
vwretd    2.924359
dtype: float64, 91196: const     0.035251
vwretd    1.374758
dtype: float64, 91197: const     0.000938
vwretd    1.108975
dtype: float64, 91198: const     0.001487
vwretd    0.223788
dtype: float64, 91199: const    -0.013672
vwretd   -0.042934
dtype: float64, 91200: const     0.030485
vwretd    0.408393
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vwretd    2.567701
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vwretd    0.593062
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vwretd    0.068051
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vwretd    0.540866
dtype: float64, 91205: const    -0.003470
vwretd    2.627412
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vwretd   -0.106002
dtype: float64, 91207: const    -0.001448
vwretd    1.966037
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vwretd    1.029641
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vwretd    0.81203
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vwretd    0.872067
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vwretd    0.723748
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vwretd    1.152097
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vwretd   -0.825845
dtype: float64, 91215: const     0.004908
vwretd    1.398707
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vwretd    0.846661
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vwretd    1.071199
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vwretd    0.801462
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vwretd   -0.052616
dtype: float64, 91220: const    -0.003068
vwretd    1.329140
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vwretd    1.056981
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vwretd    1.063927
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vwretd    1.117770
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vwretd    1.221032
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vwretd    0.882037
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vwretd    0.903745
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vwretd    0.717111
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vwretd    1.694406
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vwretd    1.443399
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vwretd    0.003543
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vwretd    0.493908
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vwretd    0.606072
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vwretd    0.995544
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vwretd    1.707511
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vwretd    1.387654
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vwretd   -0.233365
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vwretd    0.992947
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vwretd    0.223800
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vwretd    0.526203
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vwretd    1.717220
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vwretd    0.750027
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vwretd   -0.698649
dtype: float64, 91265: const    -0.014583
vwretd    1.033969
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vwretd    1.552867
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vwretd    0.974360
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vwretd   -0.244903
dtype: float64, 91269: const     0.005903
vwretd    2.355621
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vwretd    1.653848
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vwretd    1.252835
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vwretd   -0.024562
dtype: float64, 91273: const     0.004695
vwretd    1.935440
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vwretd    0.411943
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vwretd    2.170798
dtype: float64, 91276: const     0.043835
vwretd    2.113048
dtype: float64, 91277: const    -0.011509
vwretd    1.914297
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vwretd    1.722986
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vwretd    1.585848
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vwretd    0.884306
dtype: float64, 91281: const    -0.051008
vwretd    1.323633
dtype: float64, 91282: const    -0.067201
vwretd    2.020707
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vwretd    1.910826
dtype: float64, 91284: const    -0.001891
vwretd    3.413128
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vwretd    0.753345
dtype: float64, 91286: const    -0.003908
vwretd    1.161674
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vwretd    1.340201
dtype: float64, 91288: const    -0.077104
vwretd    2.347109
dtype: float64, 91289: const     0.007481
vwretd    0.229021
dtype: float64, 91290: const    -0.004859
vwretd    0.440227
dtype: float64, 91291: const    -0.003975
vwretd    0.278441
dtype: float64, 91292: const    -0.002239
vwretd    0.515676
dtype: float64, 91293: const     0.000123
vwretd    0.172575
dtype: float64, 91294: const    -0.002860
vwretd    0.376831
dtype: float64, 91295: const    -0.000226
vwretd    0.490654
dtype: float64, 91296: const    -0.012422
vwretd    1.179844
dtype: float64, 91297: const     0.005448
vwretd    0.932306
dtype: float64, 91298: const     0.002521
vwretd    1.137837
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vwretd    1.303122
dtype: float64, 91300: const     0.050180
vwretd    2.282153
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vwretd    0.858557
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vwretd    1.282844
dtype: float64, 91303: const     0.015170
vwretd    2.970056
dtype: float64, 91304: const     0.001139
vwretd    0.168779
dtype: float64, 91305: const    -0.028228
vwretd    1.994659
dtype: float64, 91306: const    -0.007272
vwretd    1.442192
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vwretd    1.967908
dtype: float64, 91308: const     0.004550
vwretd    2.169762
dtype: float64, 91309: const    -0.000196
vwretd    1.830147
dtype: float64, 91310: const    -0.002629
vwretd    2.226474
dtype: float64, 91311: const    -0.001780
vwretd   -0.910197
dtype: float64, 91312: const    -0.005295
vwretd   -0.992156
dtype: float64, 91313: const    -0.002382
vwretd   -0.838562
dtype: float64, 91314: const    -0.001672
vwretd   -1.062172
dtype: float64, 91315: const    -0.002177
vwretd    1.067261
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vwretd    1.194911
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vwretd    0.811807
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vwretd    1.598402
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vwretd    1.746155
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vwretd    1.589560
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vwretd    2.227709
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vwretd    3.301661
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vwretd    0.904515
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vwretd    0.863879
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vwretd    0.873767
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vwretd    0.922435
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vwretd    1.065391
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vwretd    3.069837
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vwretd    1.113038
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vwretd    0.957920
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vwretd    1.002778
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vwretd    1.010168
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vwretd    0.98011
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vwretd    0.950000
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vwretd    0.999779
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vwretd    0.356793
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vwretd    1.310213
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vwretd    1.067310
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vwretd    0.513557
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vwretd    0.863864
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vwretd    0.709902
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vwretd    1.201018
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vwretd    0.987236
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vwretd    6.467851
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vwretd    1.142218
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vwretd    0.814439
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vwretd    1.376802
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vwretd    2.100272
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vwretd    2.319722
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vwretd    0.861887
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vwretd    1.542293
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vwretd    1.416503
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vwretd    1.363048
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vwretd    1.630374
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vwretd    0.899820
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vwretd    1.456150
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vwretd    1.063291
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vwretd    1.181182
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vwretd    0.618552
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vwretd   -0.521005
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vwretd    1.292485
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vwretd    1.594852
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vwretd    1.077833
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vwretd    0.933764
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vwretd    1.534446
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vwretd    0.541482
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vwretd    0.038385
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vwretd    1.474730
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vwretd    0.337905
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vwretd    1.622995
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vwretd    0.421258
dtype: float64, 91374: const    -0.005567
vwretd    1.201235
dtype: float64, 91375: const    -0.027935
vwretd    0.665759
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vwretd    2.283923
dtype: float64, 91377: const    -0.087768
vwretd    1.764742
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vwretd    0.959206
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vwretd    1.193789
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vwretd    1.007349
dtype: float64, 91381: const    -0.006385
vwretd    0.780262
dtype: float64, 91382: const     0.011793
vwretd    1.835552
dtype: float64, 91383: const    -0.000705
vwretd    0.831911
dtype: float64, 91384: const    -0.005775
vwretd   -2.033708
dtype: float64, 91385: const    -0.007139
vwretd   -1.576734
dtype: float64, 91386: const    -0.013161
vwretd   -1.884691
dtype: float64, 91387: const    -0.006148
vwretd   -1.727373
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vwretd    0.730067
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vwretd    1.015034
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vwretd    0.847591
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vwretd    2.170629
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vwretd    0.505130
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vwretd    0.602757
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vwretd    1.353908
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vwretd    1.084145
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vwretd    0.290538
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vwretd    1.022392
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vwretd    0.716337
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vwretd    0.393123
dtype: float64, 91401: const    -0.010817
vwretd    2.177051
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vwretd    2.015875
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vwretd    1.201006
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vwretd    0.172912
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vwretd    0.425451
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vwretd    0.232283
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vwretd    0.630975
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vwretd    0.573577
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vwretd    0.172021
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vwretd    0.334090
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vwretd    1.005080
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vwretd    2.874874
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vwretd    1.454846
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vwretd    0.849118
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vwretd   -0.130844
dtype: float64, 91416: const    -0.003380
vwretd    1.505796
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vwretd   -0.631875
dtype: float64, 91418: const    -0.008504
vwretd    1.790423
dtype: float64, 91419: const    -0.005334
vwretd    1.646585
dtype: float64, 91420: const    -0.037492
vwretd    3.434732
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vwretd    1.458619
dtype: float64, 91422: const    -0.005315
vwretd    2.948418
dtype: float64, 91423: const    -0.000302
vwretd    1.074883
dtype: float64, 91424: const    -0.000055
vwretd    1.107797
dtype: float64, 91425: const    -0.001417
vwretd    1.184947
dtype: float64, 91426: const    -0.001315
vwretd    1.906420
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vwretd    3.183829
dtype: float64, 91428: const    -0.027297
vwretd    2.468200
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vwretd    1.311537
dtype: float64, 91430: const    -0.029543
vwretd    0.671375
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vwretd    1.050298
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vwretd    2.023734
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vwretd    1.088719
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vwretd    0.391671
dtype: float64, 91435: const    -0.143063
vwretd    0.564863
dtype: float64, 91436: const    -0.005327
vwretd    1.316627
dtype: float64, 91437: const     0.003776
vwretd    1.957573
dtype: float64, 91438: const    -0.098295
vwretd    1.173831
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vwretd    0.112565
dtype: float64, 91440: const    -0.003288
vwretd    1.372932
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vwretd    0.380243
dtype: float64, 91442: const     0.000519
vwretd    1.207371
dtype: float64, 91443: const    -0.003179
vwretd    1.163249
dtype: float64, 91444: const    -0.002596
vwretd    1.019806
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vwretd    1.018755
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vwretd    0.732358
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vwretd    1.188674
dtype: float64, 91448: const    -0.000527
vwretd    0.604140
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vwretd    1.127085
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vwretd    0.606475
dtype: float64, 91451: const    -0.001132
vwretd    1.068878
dtype: float64, 91452: const     0.003232
vwretd    0.825818
dtype: float64, 91453: const    -0.000829
vwretd    1.644896
dtype: float64, 91454: const    -0.022469
vwretd    0.825064
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vwretd    1.212771
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vwretd    0.796520
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vwretd    0.943372
dtype: float64, 91458: const    -0.002395
vwretd    0.385434
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vwretd   -0.531554
dtype: float64, 91461: const    -0.004594
vwretd    1.134261
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vwretd    2.543717
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vwretd    0.757805
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vwretd    0.888009
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vwretd    0.543778
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vwretd    0.597231
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vwretd    1.924698
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vwretd    0.608531
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vwretd   -2.704730
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vwretd   -0.617675
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vwretd    1.427784
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vwretd    0.751207
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vwretd    0.921852
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vwretd    1.468904
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vwretd    1.037968
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vwretd    0.846186
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vwretd    0.705092
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vwretd    1.694898
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vwretd    1.279470
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vwretd    1.000567
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vwretd    1.099413
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vwretd    0.577761
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vwretd    1.236845
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vwretd    0.495026
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vwretd    1.63210
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vwretd    1.328403
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vwretd    1.112200
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vwretd    0.991461
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vwretd    1.222762
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vwretd    0.508822
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vwretd    1.075451
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vwretd    0.539876
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vwretd    1.370072
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vwretd    0.894589
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vwretd    1.35274
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vwretd    0.818329
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vwretd    1.598168
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vwretd    0.714783
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vwretd    0.665598
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vwretd    1.119024
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vwretd    0.428135
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vwretd    1.595703
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vwretd    0.755777
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vwretd    3.616364
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vwretd    0.113159
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vwretd    0.202176
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vwretd    0.708344
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vwretd    1.006376
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vwretd    1.496677
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vwretd    1.012326
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vwretd    2.267433
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vwretd    3.013170
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vwretd    0.682310
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vwretd    0.863034
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vwretd    0.905019
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vwretd    1.523707
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vwretd    1.363953
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vwretd    1.149408
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vwretd    1.173391
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vwretd    0.089601
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vwretd    0.715892
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vwretd    0.889572
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vwretd    0.946711
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vwretd    1.359563
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vwretd    0.894643
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vwretd    1.910623
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vwretd    1.971335
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vwretd    1.34613
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vwretd    1.020611
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vwretd    1.626717
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vwretd    1.693099
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vwretd    1.406866
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vwretd    1.472170
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vwretd    1.280579
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vwretd    0.755196
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vwretd    1.206243
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vwretd    1.146430
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vwretd    0.993960
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vwretd    1.474190
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vwretd    0.691933
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vwretd    1.121365
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vwretd    1.370516
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vwretd    1.059034
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vwretd    0.874807
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vwretd    1.103105
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vwretd    1.294547
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vwretd    1.583409
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vwretd    1.195028
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vwretd    0.807259
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vwretd    1.071586
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vwretd    1.102655
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vwretd    0.779008
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vwretd    1.374948
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vwretd    1.590313
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vwretd    6.216982
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vwretd    2.064714
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vwretd    1.048746
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vwretd    1.700041
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vwretd    0.987006
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vwretd    0.534621
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vwretd    0.908577
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vwretd    0.468074
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vwretd    1.568078
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vwretd    1.008797
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vwretd    2.485391
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vwretd    2.800529
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vwretd    0.967673
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vwretd    1.268983
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vwretd    1.24163
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vwretd    4.744954
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vwretd    1.992286
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vwretd    0.841165
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vwretd    0.932720
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vwretd    1.841759
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vwretd    0.511174
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vwretd    1.193177
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vwretd    1.304124
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vwretd    1.144144
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vwretd    0.824904
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vwretd    1.383822
dtype: float64, 91591: const    -0.004674
vwretd    1.251448
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vwretd    0.622101
dtype: float64, 91593: const     0.000029
vwretd    1.261548
dtype: float64, 91594: const    -0.001399
vwretd    1.486135
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vwretd    0.594199
dtype: float64, 91596: const    -0.003020
vwretd    0.747324
dtype: float64, 91597: const     0.001205
vwretd    0.858632
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vwretd    2.155274
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vwretd    1.185256
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vwretd    0.745912
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vwretd    0.327175
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vwretd    1.861077
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vwretd    0.846750
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vwretd    1.243222
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vwretd    0.658203
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vwretd    1.013864
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vwretd    2.421559
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vwretd    0.340821
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vwretd    0.552765
dtype: float64, 91610: const    -0.004958
vwretd    1.095402
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vwretd    1.462244
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vwretd    1.895729
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vwretd    1.296711
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vwretd    1.396259
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vwretd    1.713004
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vwretd    3.471713
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vwretd    1.335122
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vwretd    1.268558
dtype: float64, 91619: const    -0.007747
vwretd    1.417434
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vwretd    0.782537
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vwretd    0.705873
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vwretd    2.423758
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vwretd    1.016602
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vwretd    1.075724
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vwretd    1.367631
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vwretd    1.415678
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vwretd    1.478318
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vwretd    0.782633
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vwretd    1.804681
dtype: float64, 91631: const    -0.000553
vwretd    1.137036
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vwretd    0.960722
dtype: float64, 91633: const    -0.000178
vwretd    0.973961
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vwretd    0.701519
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vwretd    1.278587
dtype: float64, 91636: const     0.006186
vwretd    0.641614
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vwretd    1.042757
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vwretd    2.055474
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vwretd    1.267928
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vwretd    0.805885
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vwretd    0.936227
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vwretd    0.604870
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vwretd    1.015042
dtype: float64, 91644: const    -0.003995
vwretd    0.943774
dtype: float64, 91645: const     0.004958
vwretd    1.094356
dtype: float64, 91646: const    -0.002039
vwretd    1.127996
dtype: float64, 91647: const    -0.000284
vwretd    1.038444
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vwretd    0.914156
dtype: float64, 91649: const    -0.102015
vwretd    1.166113
dtype: float64, 91650: const     0.004717
vwretd    0.837930
dtype: float64, 91651: const    -0.006043
vwretd    1.013301
dtype: float64, 91652: const     0.009600
vwretd    1.073493
dtype: float64, 91653: const    -0.002347
vwretd    2.780632
dtype: float64, 91654: const    -0.006733
vwretd    1.341870
dtype: float64, 91655: const    -0.005476
vwretd    2.013289
dtype: float64, 91656: const    -0.013095
vwretd    1.079529
dtype: float64, 91657: const     0.002655
vwretd    1.172074
dtype: float64, 91658: const     0.002187
vwretd    2.045086
dtype: float64, 91659: const     0.006154
vwretd    0.824332
dtype: float64, 91660: const    -0.160006
vwretd    0.401599
dtype: float64, 91661: const    -0.024671
vwretd    2.362934
dtype: float64, 91662: const     0.007123
vwretd    1.273870
dtype: float64, 91663: const    -0.031878
vwretd    2.171092
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vwretd    1.667834
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vwretd    1.384756
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vwretd    1.136552
dtype: float64, 91667: const    -0.023552
vwretd    0.677208
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vwretd    1.430187
dtype: float64, 91669: const     0.038102
vwretd    1.388429
dtype: float64, 91670: const    -0.001239
vwretd    1.527115
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vwretd   -9.106251
dtype: float64, 91672: const    -0.000548
vwretd    0.883126
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vwretd    1.607359
dtype: float64, 91674: const    -0.001066
vwretd    2.090175
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vwretd    1.262044
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vwretd   -0.155767
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vwretd    2.270943
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vwretd    1.756794
dtype: float64, 91679: const     0.000469
vwretd    1.461564
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vwretd   -0.259971
dtype: float64, 91681: const    -0.114656
vwretd    0.698933
dtype: float64, 91682: const    -0.030788
vwretd   -5.401651
dtype: float64, 91683: const    -0.000565
vwretd    1.304249
dtype: float64, 91684: const    -0.005151
vwretd    1.090129
dtype: float64, 91685: const    -0.005510
vwretd    1.069659
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vwretd    0.602489
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vwretd    0.777432
dtype: float64, 91688: const     0.005874
vwretd    0.648060
dtype: float64, 91689: const     0.007076
vwretd    1.177234
dtype: float64, 91690: const    -0.003331
vwretd    1.093560
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vwretd    0.363616
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vwretd    2.185689
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vwretd    1.014415
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vwretd    1.080850
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vwretd    1.097182
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vwretd    1.114781
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vwretd    0.839693
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vwretd    0.776425
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vwretd    0.047717
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vwretd    0.028070
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vwretd    0.173023
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vwretd    0.159311
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vwretd    0.073746
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vwretd   -0.086755
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vwretd   -0.046118
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vwretd   -0.005573
dtype: float64, 91707: const     0.010145
vwretd    0.846582
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vwretd    1.029602
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vwretd    0.871433
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vwretd    0.205294
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vwretd    0.603030
dtype: float64, 91712: const    -0.002316
vwretd    0.314082
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vwretd    0.996102
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vwretd    0.103913
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vwretd    0.731461
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vwretd    1.415400
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vwretd   -1.107336
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vwretd   -2.131845
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vwretd    2.305554
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vwretd   -1.122263
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vwretd   -2.150456
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vwretd    2.343646
dtype: float64, 91723: const    -0.004275
vwretd    1.009934
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vwretd   -1.273926
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vwretd    0.755950
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vwretd   -0.007784
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vwretd    1.818270
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vwretd    0.370609
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vwretd    0.250086
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vwretd    1.458528
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vwretd    0.118196
dtype: float64, 91732: const    -0.004905
vwretd    0.509259
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vwretd    0.548249
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vwretd    1.205837
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vwretd    1.219141
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vwretd    0.334797
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vwretd    1.888250
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vwretd    1.420293
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vwretd    1.829338
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vwretd    0.447336
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vwretd    1.570035
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vwretd    0.636450
dtype: float64, 91744: const     0.009042
vwretd    0.317120
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vwretd    1.033398
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vwretd    2.121602
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vwretd   -0.070896
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vwretd    1.006466
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vwretd    2.258390
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vwretd    1.081516
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vwretd    1.617395
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vwretd    0.977518
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vwretd    0.012149
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vwretd    0.919986
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vwretd   -0.241731
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vwretd    0.287370
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vwretd    0.235369
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vwretd   -2.157061
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vwretd   -2.231016
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vwretd   -2.036492
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vwretd   -2.046913
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vwretd   -1.746803
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vwretd   -1.744128
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vwretd    1.597407
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vwretd    2.325839
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vwretd    2.394949
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vwretd    2.262010
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vwretd    2.260759
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vwretd    1.998410
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vwretd    1.952881
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vwretd   -2.236713
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vwretd    0.885076
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vwretd   -1.849096
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vwretd   -0.801027
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vwretd   -1.942934
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vwretd   -1.961818
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vwretd   -2.153325
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vwretd   -1.289192
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vwretd   -2.043065
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vwretd    0.347552
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vwretd   -1.807166
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vwretd   -1.462116
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vwretd   -2.309913
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vwretd    2.475883
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vwretd    2.068227
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vwretd    0.999142
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vwretd    2.214608
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vwretd    1.869050
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vwretd    2.389224
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vwretd    2.323915
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vwretd    1.464783
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vwretd    2.339667
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vwretd    1.996752
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vwretd    1.624991
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vwretd    2.620361
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vwretd   -2.386711
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vwretd   -0.041564
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vwretd    1.055289
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vwretd   -0.086170
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vwretd    1.243530
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vwretd    1.047838
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vwretd    1.134762
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vwretd    1.237987
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vwretd    0.954940
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vwretd    0.989020
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vwretd    0.941474
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vwretd    1.455443
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vwretd    0.906807
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vwretd    1.243612
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vwretd   -5.522465
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vwretd    0.888739
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vwretd    2.713679
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vwretd    2.014754
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vwretd    0.830934
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vwretd    1.280594
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vwretd    1.191419
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vwretd    0.391973
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vwretd    1.891794
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vwretd    1.670721
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vwretd    1.589928
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vwretd    1.025712
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vwretd   -1.060952
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vwretd    2.142399
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vwretd    1.594189
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vwretd    1.132017
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vwretd    1.644350
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vwretd    0.622200
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vwretd    1.778895
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vwretd    1.519811
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vwretd    0.959498
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vwretd    1.400002
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vwretd    0.200545
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vwretd    0.569110
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vwretd    0.298083
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vwretd    1.608217
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vwretd    1.121638
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vwretd    0.680378
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vwretd    0.095707
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vwretd    1.167857
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vwretd    0.837127
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vwretd    0.78866
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vwretd    0.067342
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vwretd    1.227343
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vwretd    1.436645
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vwretd    2.114162
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vwretd    0.544179
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vwretd    0.851278
dtype: float64, 91857: const    -0.006302
vwretd    0.612883
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vwretd    1.507129
dtype: float64, 91859: const    -0.019144
vwretd    2.349784
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vwretd    0.008436
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vwretd    0.440412
dtype: float64, 91862: const     0.025401
vwretd    1.058364
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vwretd    0.250705
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vwretd    1.082919
dtype: float64, 91865: const     0.000235
vwretd    0.771850
dtype: float64, 91866: const    -0.029532
vwretd    0.400933
dtype: float64, 91867: const    -0.014263
vwretd    0.878478
dtype: float64, 91868: const     0.017639
vwretd    1.118365
dtype: float64, 91869: const     0.012861
vwretd    0.314253
dtype: float64, 91870: const     0.016284
vwretd    1.019022
dtype: float64, 91871: const    -0.014299
vwretd    1.498170
dtype: float64, 91872: const    -0.003121
vwretd    0.954642
dtype: float64, 91873: const     0.001730
vwretd    0.022186
dtype: float64, 91874: const    -0.000331
vwretd    0.603005
dtype: float64, 91875: const     0.002412
vwretd    1.002958
dtype: float64, 91876: const    -0.000190
vwretd    1.020699
dtype: float64, 91877: const    -0.002547
vwretd    0.979122
dtype: float64, 91878: const    -0.003260
vwretd    0.944287
dtype: float64, 91879: const    -0.004091
vwretd    1.027417
dtype: float64, 91880: const    -0.003420
vwretd    1.066672
dtype: float64, 91881: const    -0.007159
vwretd    1.365840
dtype: float64, 91882: const    -0.010330
vwretd    1.519476
dtype: float64, 91883: const     0.014551
vwretd    0.979621
dtype: float64, 91884: const    -0.009454
vwretd    0.764413
dtype: float64, 91885: const     0.010788
vwretd    0.163991
dtype: float64, 91886: const    -0.004327
vwretd    1.015222
dtype: float64, 91887: const    -0.003256
vwretd    0.546675
dtype: float64, 91888: const     0.005265
vwretd    2.006990
dtype: float64, 91889: const    -0.008145
vwretd    0.816646
dtype: float64, 91890: const     0.014439
vwretd    0.455821
dtype: float64, 91891: const     0.013444
vwretd    1.497785
dtype: float64, 91892: const    -0.005117
vwretd    1.083346
dtype: float64, 91893: const    -0.012375
vwretd    0.867771
dtype: float64, 91894: const     0.056387
vwretd    1.017582
dtype: float64, 91895: const    -0.003263
vwretd    1.077579
dtype: float64, 91896: const    -0.030945
vwretd   -0.756239
dtype: float64, 91897: const     0.003959
vwretd    0.970549
dtype: float64, 91898: const     0.017638
vwretd    3.589797
dtype: float64, 91899: const     0.034641
vwretd    1.050982
dtype: float64, 91900: const     0.011865
vwretd    1.961953
dtype: float64, 91901: const    -0.002663
vwretd    0.937431
dtype: float64, 91902: const    -0.005715
vwretd    1.867869
dtype: float64, 91903: const    -0.127290
vwretd   -0.489132
dtype: float64, 91904: const    -0.065961
vwretd    1.869338
dtype: float64, 91905: const    -0.025810
vwretd    0.865792
dtype: float64, 91906: const     0.035202
vwretd    1.165338
dtype: float64, 91907: const     0.011658
vwretd    1.222728
dtype: float64, 91908: const     0.004374
vwretd    0.483985
dtype: float64, 91909: const     0.00306
vwretd    1.18661
dtype: float64, 91910: const     0.005490
vwretd    1.950706
dtype: float64, 91911: const     0.000217
vwretd    0.177425
dtype: float64, 91912: const    -0.081805
vwretd    2.102364
dtype: float64, 91913: const    -0.003154
vwretd    0.934219
dtype: float64, 91914: const    -0.005834
vwretd    1.418350
dtype: float64, 91915: const    -0.002987
vwretd    1.586545
dtype: float64, 91916: const     0.002572
vwretd    0.974065
dtype: float64, 91917: const    -0.017286
vwretd    0.804065
dtype: float64, 91918: const     0.002382
vwretd    0.931057
dtype: float64, 91919: const     0.000841
vwretd    1.328569
dtype: float64, 91920: const    -0.011395
vwretd    1.247007
dtype: float64, 91921: const    -0.002978
vwretd    1.331380
dtype: float64, 91922: const     0.015614
vwretd    1.551192
dtype: float64, 91923: const     0.008854
vwretd    1.295711
dtype: float64, 91924: const    -0.012616
vwretd    0.788670
dtype: float64, 91925: const    -0.017850
vwretd    0.689525
dtype: float64, 91926: const     0.005164
vwretd    0.925163
dtype: float64, 91927: const    -0.003795
vwretd    1.123362
dtype: float64, 91928: const    -0.007811
vwretd    2.392882
dtype: float64, 91929: const     0.004308
vwretd    1.424077
dtype: float64, 91930: const     0.003265
vwretd    0.734071
dtype: float64, 91931: const     0.008288
vwretd    0.402254
dtype: float64, 91932: const     0.000094
vwretd    0.964246
dtype: float64, 91933: const     0.000329
vwretd    0.504254
dtype: float64, 91934: const    -0.012529
vwretd    1.516155
dtype: float64, 91935: const    -0.036947
vwretd    1.359148
dtype: float64, 91936: const     0.002610
vwretd   -0.006696
dtype: float64, 91937: const     0.008630
vwretd    0.732945
dtype: float64, 91938: const    -0.004292
vwretd    0.822098
dtype: float64, 91939: const    -0.000414
vwretd    0.608629
dtype: float64, 91940: const    -0.004989
vwretd   -0.176269
dtype: float64, 91941: const     0.002922
vwretd    0.005177
dtype: float64, 91942: const    -0.003605
vwretd    0.890317
dtype: float64, 91943: const    -0.042935
vwretd    0.714200
dtype: float64, 91944: const    -0.004317
vwretd    1.060489
dtype: float64, 91945: const    -0.004376
vwretd    1.009395
dtype: float64, 91946: const    -0.127849
vwretd   -0.017276
dtype: float64, 91947: const    -0.018746
vwretd    0.358503
dtype: float64, 91948: const     0.003485
vwretd    0.078530
dtype: float64, 91949: const     0.002654
vwretd    0.054552
dtype: float64, 91950: const     0.001554
vwretd    0.011905
dtype: float64, 91951: const     0.051440
vwretd   -0.397567
dtype: float64, 91952: const     0.001936
vwretd    0.050276
dtype: float64, 91954: const    -0.006347
vwretd    0.833098
dtype: float64, 91955: const    -0.065511
vwretd   -0.002847
dtype: float64, 91956: const     0.004164
vwretd    0.188860
dtype: float64, 91957: const    -0.039462
vwretd    1.472773
dtype: float64, 91958: const    -0.061279
vwretd    4.283053
dtype: float64, 91959: const     0.004147
vwretd    0.321681
dtype: float64, 91961: const    -0.594053
vwretd   -3.339095
dtype: float64, 91962: const    -0.229658
vwretd    1.601209
dtype: float64, 91963: const    -0.041258
vwretd    1.824998
dtype: float64, 91964: const    -0.030229
vwretd    2.002070
dtype: float64, 91965: const    -0.024922
vwretd    1.854661
dtype: float64, 91966: const     0.000186
vwretd    1.616494
dtype: float64, 91967: const    -0.011996
vwretd    1.923067
dtype: float64, 91968: const     0.001585
vwretd    0.472836
dtype: float64, 91969: const    -0.043893
vwretd    1.731968
dtype: float64, 91970: const     0.009780
vwretd    0.417643
dtype: float64, 91971: const     0.080314
vwretd    0.444535
dtype: float64, 91972: const    -0.035882
vwretd   -0.824469
dtype: float64, 91973: const     0.018320
vwretd    0.528008
dtype: float64, 91974: const    -0.005695
vwretd    1.153585
dtype: float64, 91975: const     0.002424
vwretd    1.257050
dtype: float64, 91976: const    -0.008278
vwretd    1.269273
dtype: float64, 91977: const     0.007251
vwretd    0.684516
dtype: float64, 91978: const    -0.003666
vwretd    0.968405
dtype: float64, 91979: const     0.006883
vwretd    1.743982
dtype: float64, 91980: const     0.005122
vwretd    0.019355
dtype: float64, 91981: const    -0.001485
vwretd    1.017733
dtype: float64, 91982: const     0.003321
vwretd   -0.037731
dtype: float64, 91983: const     0.009594
vwretd    2.003056
dtype: float64, 91984: const    -0.051095
vwretd    2.786295
dtype: float64, 91985: const    -0.021632
vwretd    1.320113
dtype: float64, 91986: const    -0.061682
vwretd    0.749945
dtype: float64, 91987: const     0.003995
vwretd    0.010226
dtype: float64, 91988: const     0.003137
vwretd    0.851053
dtype: float64, 91989: const    -0.000092
vwretd    1.193764
dtype: float64, 91990: const     0.000337
vwretd    1.063212
dtype: float64, 91991: const    -0.005045
vwretd    1.592625
dtype: float64, 91992: const    -0.001365
vwretd    1.077825
dtype: float64, 91993: const     0.000402
vwretd    1.053427
dtype: float64, 91994: const     0.008120
vwretd    0.679531
dtype: float64, 91995: const    -0.000781
vwretd    1.266016
dtype: float64, 91996: const     0.003527
vwretd    0.693380
dtype: float64, 91997: const    -0.006113
vwretd    1.634974
dtype: float64, 91998: const     0.000219
vwretd    1.159296
dtype: float64, 91999: const     0.004453
vwretd    0.824845
dtype: float64, 92000: const    -0.000962
vwretd    1.265965
dtype: float64, 92001: const    -0.000228
vwretd    1.362372
dtype: float64, 92002: const     0.001503
vwretd    1.228713
dtype: float64, 92003: const     0.002212
vwretd    0.590179
dtype: float64, 92004: const    -0.000339
vwretd    1.236060
dtype: float64, 92005: const     0.000276
vwretd    1.169499
dtype: float64, 92006: const    -0.078143
vwretd    1.157462
dtype: float64, 92007: const     0.000071
vwretd    1.115032
dtype: float64, 92008: const     0.000537
vwretd    0.999939
dtype: float64, 92009: const    -0.010382
vwretd    0.795903
dtype: float64, 92010: const    -0.002309
vwretd    1.100313
dtype: float64, 92011: const    -0.008286
vwretd    1.466901
dtype: float64, 92012: const      1.763257
vwretd    26.512440
dtype: float64, 92013: const    -0.052233
vwretd   -0.552585
dtype: float64, 92014: const    -0.017768
vwretd    1.232004
dtype: float64, 92015: const    -0.012647
vwretd    1.746193
dtype: float64, 92016: const     0.001248
vwretd    0.678871
dtype: float64, 92017: const    -0.002627
vwretd    1.380499
dtype: float64, 92018: const     0.023757
vwretd    1.910529
dtype: float64, 92019: const    -0.001097
vwretd    1.518946
dtype: float64, 92020: const    -0.008280
vwretd    1.061384
dtype: float64, 92021: const     0.009709
vwretd    0.676082
dtype: float64, 92022: const    -0.029412
vwretd    0.503902
dtype: float64, 92023: const     0.001899
vwretd    0.037433
dtype: float64, 92024: const     0.001668
vwretd    0.117201
dtype: float64, 92025: const     0.004438
vwretd   -0.137330
dtype: float64, 92026: const     0.001859
vwretd   -0.034621
dtype: float64, 92027: const     0.000481
vwretd   -0.003743
dtype: float64, 92028: const     0.004071
vwretd    0.012388
dtype: float64, 92029: const     0.004373
vwretd    1.644968
dtype: float64, 92030: const    -0.001673
vwretd    1.582324
dtype: float64, 92031: const    -0.032721
vwretd    1.721689
dtype: float64, 92032: const    -0.013204
vwretd    1.482651
dtype: float64, 92033: const    -0.018495
vwretd    1.498592
dtype: float64, 92034: const     0.005697
vwretd    1.486677
dtype: float64, 92035: const    -0.002004
vwretd    2.110896
dtype: float64, 92036: const    -0.008148
vwretd    2.803410
dtype: float64, 92037: const    -0.172742
vwretd   -0.904908
dtype: float64, 92038: const    -0.004961
vwretd    1.023751
dtype: float64, 92039: const     0.005440
vwretd    0.936896
dtype: float64, 92040: const     0.011033
vwretd    1.011444
dtype: float64, 92041: const    -0.007541
vwretd    0.836680
dtype: float64, 92042: const     0.034909
vwretd    1.583693
dtype: float64, 92043: const     0.004243
vwretd    0.827678
dtype: float64, 92044: const     0.016911
vwretd    1.961811
dtype: float64, 92045: const     0.036392
vwretd    1.784708
dtype: float64, 92046: const    -0.018073
vwretd    2.532030
dtype: float64, 92047: const    -0.025809
vwretd    1.543500
dtype: float64, 92048: const    -0.035639
vwretd    1.451894
dtype: float64, 92049: const     0.015991
vwretd    0.880003
dtype: float64, 92050: const     0.013332
vwretd    1.242530
dtype: float64, 92051: const    -0.003409
vwretd    1.120386
dtype: float64, 92052: const     0.005522
vwretd    1.414724
dtype: float64, 92053: const    -0.023114
vwretd    1.088415
dtype: float64, 92054: const    -0.024956
vwretd    1.035608
dtype: float64, 92055: const     0.113545
vwretd    6.142106
dtype: float64, 92056: const    -0.003199
vwretd    1.193687
dtype: float64, 92057: const     0.005050
vwretd    1.157366
dtype: float64, 92058: const     0.001514
vwretd    1.067842
dtype: float64, 92059: const    -0.015517
vwretd    1.349858
dtype: float64, 92060: const    -0.001144
vwretd    1.043343
dtype: float64, 92061: const    -0.004351
vwretd    1.011275
dtype: float64, 92062: const    -0.001362
vwretd    1.406575
dtype: float64, 92063: const    -0.004700
vwretd    1.440026
dtype: float64, 92064: const     0.001674
vwretd    0.862537
dtype: float64, 92065: const     0.040161
vwretd    0.120006
dtype: float64, 92073: const     0.008869
vwretd    0.609914
dtype: float64, 92081: const    -0.090970
vwretd    1.055628
dtype: float64, 92086: const    -0.093324
vwretd    0.645975
dtype: float64, 92087: const     0.011206
vwretd    1.224285
dtype: float64, 92088: const    -0.035721
vwretd    1.225154
dtype: float64, 92089: const     0.008425
vwretd    2.319922
dtype: float64, 92090: const    -0.002520
vwretd    1.331237
dtype: float64, 92091: const    -0.033988
vwretd    1.327339
dtype: float64, 92092: const     0.064024
vwretd    1.643771
dtype: float64, 92093: const    -0.005937
vwretd    1.026821
dtype: float64, 92094: const     0.002586
vwretd    0.307487
dtype: float64, 92095: const    -0.001125
vwretd    1.206669
dtype: float64, 92096: const     0.022543
vwretd    1.340014
dtype: float64, 92097: const    -0.003505
vwretd    1.127922
dtype: float64, 92098: const     0.044661
vwretd    1.731690
dtype: float64, 92099: const    -0.006207
vwretd    2.133849
dtype: float64, 92100: const    -0.017788
vwretd    1.158711
dtype: float64, 92101: const    -0.007071
vwretd    0.346095
dtype: float64, 92102: const    -0.013008
vwretd    1.494833
dtype: float64, 92103: const     0.031171
vwretd    1.363174
dtype: float64, 92104: const     0.051571
vwretd    0.956504
dtype: float64, 92105: const     0.025847
vwretd    3.076322
dtype: float64, 92106: const     0.003202
vwretd   -0.007943
dtype: float64, 92107: const     0.004240
vwretd    0.038884
dtype: float64, 92108: const     0.004607
vwretd    1.773530
dtype: float64, 92109: const     0.058980
vwretd    1.914966
dtype: float64, 92110: const    -0.003180
vwretd    1.274046
dtype: float64, 92111: const     0.008309
vwretd    0.824805
dtype: float64, 92112: const    -0.049755
vwretd    2.414064
dtype: float64, 92115: const    -0.006733
vwretd    1.232690
dtype: float64, 92116: const    -0.011658
vwretd    1.366256
dtype: float64, 92118: const     0.005971
vwretd    1.004666
dtype: float64, 92119: const     0.006614
vwretd    1.374324
dtype: float64, 92120: const    -0.001339
vwretd    1.007410
dtype: float64, 92121: const     0.004840
vwretd    1.435959
dtype: float64, 92122: const    -0.000634
vwretd    1.601443
dtype: float64, 92123: const     0.001674
vwretd    0.861546
dtype: float64, 92124: const    -0.017269
vwretd    0.732450
dtype: float64, 92125: const    -0.004536
vwretd    1.094815
dtype: float64, 92126: const    -0.037758
vwretd    2.802774
dtype: float64, 92127: const     0.011055
vwretd    0.450208
dtype: float64, 92128: const    -0.000167
vwretd    1.042560
dtype: float64, 92129: const     0.003080
vwretd    0.930934
dtype: float64, 92130: const    -0.025159
vwretd    1.777115
dtype: float64, 92131: const    -0.020956
vwretd    1.808380
dtype: float64, 92132: const     0.018000
vwretd    1.852622
dtype: float64, 92133: const     0.008910
vwretd    1.498747
dtype: float64, 92134: const     0.001228
vwretd    1.501898
dtype: float64, 92135: const    -0.009050
vwretd    1.481246
dtype: float64, 92136: const    -0.003614
vwretd    1.090094
dtype: float64, 92137: const    -0.048075
vwretd    1.144302
dtype: float64, 92138: const    -0.003119
vwretd    0.817158
dtype: float64, 92139: const    -0.004949
vwretd    1.329647
dtype: float64, 92140: const    -0.004865
vwretd    1.082944
dtype: float64, 92141: const    -0.004229
vwretd    1.096567
dtype: float64, 92142: const    -0.003884
vwretd    1.218668
dtype: float64, 92143: const     0.000015
vwretd    1.498531
dtype: float64, 92144: const     0.007912
vwretd    0.335451
dtype: float64, 92145: const     0.006801
vwretd    0.831402
dtype: float64, 92146: const    -0.017851
vwretd    2.189934
dtype: float64, 92147: const     0.003549
vwretd    0.012155
dtype: float64, 92148: const    -0.007799
vwretd    1.313312
dtype: float64, 92149: const     0.000169
vwretd    0.719197
dtype: float64, 92150: const    -0.038552
vwretd    1.932991
dtype: float64, 92151: const     0.003967
vwretd    0.069227
dtype: float64, 92152: const    -0.007325
vwretd    1.060644
dtype: float64, 92153: const     0.009228
vwretd    0.287233
dtype: float64, 92154: const    -0.037683
vwretd    2.762647
dtype: float64, 92155: const    -0.010078
vwretd    1.676803
dtype: float64, 92156: const     0.008310
vwretd    0.880498
dtype: float64, 92157: const     0.000669
vwretd    1.570066
dtype: float64, 92158: const     0.006336
vwretd    0.063982
dtype: float64, 92159: const    -0.017867
vwretd   -0.021117
dtype: float64, 92160: const     0.000177
vwretd   -0.003703
dtype: float64, 92161: const     0.068481
vwretd   -2.338401
dtype: float64, 92162: const    -0.000592
vwretd   -0.265078
dtype: float64, 92163: const    -0.005151
vwretd   -0.626878
dtype: float64, 92164: const    -0.008154
vwretd    0.110780
dtype: float64, 92165: const    -0.003129
vwretd   -0.514363
dtype: float64, 92166: const    -0.012967
vwretd    1.429932
dtype: float64, 92167: const    -0.004601
vwretd    1.195224
dtype: float64, 92168: const    -0.005915
vwretd    1.170685
dtype: float64, 92169: const     0.005485
vwretd    1.388615
dtype: float64, 92170: const     0.005602
vwretd    0.528173
dtype: float64, 92171: const    -0.002876
vwretd    1.141186
dtype: float64, 92172: const    -0.001713
vwretd    1.618832
dtype: float64, 92173: const     0.000725
vwretd    0.435267
dtype: float64, 92174: const     0.012920
vwretd    0.983132
dtype: float64, 92175: const     0.003796
vwretd    0.041902
dtype: float64, 92176: const     0.000744
vwretd    0.769610
dtype: float64, 92177: const    -0.017571
vwretd    1.245046
dtype: float64, 92178: const    -0.035968
vwretd    1.558783
dtype: float64, 92179: const     0.004777
vwretd    0.024888
dtype: float64, 92180: const    -0.110498
vwretd    0.862079
dtype: float64, 92181: const     0.002864
vwretd    1.123102
dtype: float64, 92182: const     0.041434
vwretd    1.403025
dtype: float64, 92183: const     0.022730
vwretd    1.745196
dtype: float64, 92184: const     0.007002
vwretd    0.671534
dtype: float64, 92185: const    -0.008255
vwretd    0.285079
dtype: float64, 92186: const    -0.068351
vwretd    1.783437
dtype: float64, 92187: const    -0.004260
vwretd    1.012273
dtype: float64, 92188: const     0.001882
vwretd    1.652212
dtype: float64, 92189: const    -0.003675
vwretd    0.949364
dtype: float64, 92190: const    -0.015953
vwretd    1.402756
dtype: float64, 92191: const     0.010013
vwretd    0.449893
dtype: float64, 92192: const     0.023278
vwretd    0.561089
dtype: float64, 92193: const    -0.044280
vwretd    1.612884
dtype: float64, 92195: const     0.002932
vwretd    0.502671
dtype: float64, 92196: const    -0.137057
vwretd    1.212210
dtype: float64, 92197: const     0.009794
vwretd    1.381304
dtype: float64, 92198: const     0.013891
vwretd    0.873639
dtype: float64, 92199: const    -0.049574
vwretd    1.573175
dtype: float64, 92200: const    -0.120594
vwretd    5.601831
dtype: float64, 92201: const     0.008277
vwretd    0.233894
dtype: float64, 92202: const    -0.020054
vwretd    1.008146
dtype: float64, 92203: const     0.013791
vwretd    1.587602
dtype: float64, 92204: const     0.000856
vwretd    1.563582
dtype: float64, 92205: const    -0.027528
vwretd    2.188016
dtype: float64, 92206: const    -0.005151
vwretd    1.548487
dtype: float64, 92207: const     0.002120
vwretd    1.269703
dtype: float64, 92208: const    -0.349991
vwretd   -1.914493
dtype: float64, 92209: const     0.004137
vwretd    1.532661
dtype: float64, 92210: const    -0.000008
vwretd    1.457280
dtype: float64, 92211: const     0.018471
vwretd    1.135303
dtype: float64, 92212: const    -0.038877
vwretd    0.611997
dtype: float64, 92213: const    -0.002554
vwretd    2.525096
dtype: float64, 92214: const     0.015654
vwretd    0.842888
dtype: float64, 92215: const    -0.021567
vwretd    2.706777
dtype: float64, 92216: const    -0.026158
vwretd    3.114993
dtype: float64, 92217: const    -0.02312
vwretd    0.43944
dtype: float64, 92218: const    -0.002172
vwretd    0.950163
dtype: float64, 92219: const     0.171203
vwretd   -5.725495
dtype: float64, 92220: const     0.006970
vwretd    0.829379
dtype: float64, 92221: const     0.014450
vwretd    1.727712
dtype: float64, 92222: const    -0.021610
vwretd    2.007714
dtype: float64, 92223: const    -0.008723
vwretd    0.473001
dtype: float64, 92224: const    -0.041549
vwretd    2.202972
dtype: float64, 92225: const     0.003148
vwretd    1.046865
dtype: float64, 92226: const     0.010033
vwretd    1.108130
dtype: float64, 92227: const     0.007720
vwretd    0.735669
dtype: float64, 92228: const     0.003481
vwretd    1.532686
dtype: float64, 92229: const     0.006664
vwretd    1.183390
dtype: float64, 92230: const    -0.032787
vwretd    1.095403
dtype: float64, 92231: const     0.001490
vwretd    2.252489
dtype: float64, 92232: const    -0.029448
vwretd    2.500612
dtype: float64, 92233: const    -0.053610
vwretd    0.515007
dtype: float64, 92234: const    -0.009822
vwretd   -0.170044
dtype: float64, 92235: const    -0.055594
vwretd   -1.616930
dtype: float64, 92236: const    -0.002735
vwretd    0.942050
dtype: float64, 92237: const    -0.001244
vwretd    0.960452
dtype: float64, 92238: const     0.004181
vwretd    0.890238
dtype: float64, 92239: const    -0.000818
vwretd    1.459956
dtype: float64, 92240: const    -0.007158
vwretd    1.194157
dtype: float64, 92241: const    -0.018485
vwretd    1.862456
dtype: float64, 92242: const    -0.176488
vwretd   -3.090726
dtype: float64, 92243: const    -0.032118
vwretd    1.460321
dtype: float64, 92244: const    -0.00562
vwretd    1.88048
dtype: float64, 92245: const    -0.008142
vwretd    1.892959
dtype: float64, 92246: const    -0.006838
vwretd    0.983904
dtype: float64, 92247: const    -0.004597
vwretd    1.078890
dtype: float64, 92248: const     0.012969
vwretd    0.529724
dtype: float64, 92249: const    -0.005365
vwretd    1.011332
dtype: float64, 92250: const     0.004498
vwretd    0.029730
dtype: float64, 92251: const    -0.005874
vwretd    0.898643
dtype: float64, 92252: const    -0.038269
vwretd    1.355220
dtype: float64, 92253: const    -0.004460
vwretd    0.627756
dtype: float64, 92254: const     0.001509
vwretd    1.481562
dtype: float64, 92255: const     0.006646
vwretd    0.889532
dtype: float64, 92256: const     0.024104
vwretd   -0.803099
dtype: float64, 92257: const     0.004927
vwretd    1.000137
dtype: float64, 92258: const     0.004613
vwretd    1.529639
dtype: float64, 92259: const    -0.001455
vwretd    1.834062
dtype: float64, 92260: const    -0.002177
vwretd    0.832674
dtype: float64, 92261: const     0.001964
vwretd    1.080307
dtype: float64, 92262: const    -0.000460
vwretd    1.552421
dtype: float64, 92263: const    -0.000698
vwretd    1.501796
dtype: float64, 92264: const    -0.006632
vwretd    1.079763
dtype: float64, 92265: const    -0.030615
vwretd    2.029216
dtype: float64, 92266: const    -0.044317
vwretd    1.318491
dtype: float64, 92267: const     0.000742
vwretd    0.555500
dtype: float64, 92268: const     0.002766
vwretd    1.088242
dtype: float64, 92269: const     0.011401
vwretd    0.911564
dtype: float64, 92270: const    -0.001708
vwretd    1.058893
dtype: float64, 92271: const    -0.001145
vwretd    0.694805
dtype: float64, 92272: const    -0.005104
vwretd    1.097524
dtype: float64, 92273: const     0.002151
vwretd    0.065545
dtype: float64, 92274: const    -0.002452
vwretd    1.049179
dtype: float64, 92275: const    -0.001794
vwretd    1.103757
dtype: float64, 92276: const    -0.051362
vwretd    1.904064
dtype: float64, 92277: const    -0.006185
vwretd    1.754258
dtype: float64, 92278: const    -0.002410
vwretd    1.401274
dtype: float64, 92279: const    -0.005424
vwretd    1.059600
dtype: float64, 92280: const    -0.003176
vwretd    1.009040
dtype: float64, 92281: const     0.010442
vwretd    1.620173
dtype: float64, 92282: const     0.003753
vwretd    1.357361
dtype: float64, 92283: const    -0.016297
vwretd    1.399048
dtype: float64, 92284: const    -0.003801
vwretd    1.642020
dtype: float64, 92285: const    -0.019292
vwretd    1.341269
dtype: float64, 92286: const    -0.014067
vwretd    1.352534
dtype: float64, 92287: const    -0.006460
vwretd    1.370622
dtype: float64, 92288: const    -0.020412
vwretd    1.141634
dtype: float64, 92289: const    -0.033862
vwretd    1.376651
dtype: float64, 92290: const    -0.022151
vwretd    1.281471
dtype: float64, 92291: const     0.002236
vwretd    0.057643
dtype: float64, 92292: const    -0.040503
vwretd    1.694714
dtype: float64, 92293: const     0.000315
vwretd    0.999370
dtype: float64, 92294: const     0.010026
vwretd    2.207700
dtype: float64, 92295: const    -0.063292
vwretd    1.987180
dtype: float64, 92296: const     0.014867
vwretd    0.852279
dtype: float64, 92297: const     0.014762
vwretd    0.252764
dtype: float64, 92298: const     0.025649
vwretd    1.497323
dtype: float64, 92299: const     0.015779
vwretd    0.456775
dtype: float64, 92300: const     0.006598
vwretd    1.117944
dtype: float64, 92301: const     0.003456
vwretd    0.787035
dtype: float64, 92302: const     0.008121
vwretd    1.049011
dtype: float64, 92303: const     0.002770
vwretd    0.569158
dtype: float64, 92304: const     0.044039
vwretd    1.375852
dtype: float64, 92305: const    -0.060047
vwretd    7.542266
dtype: float64, 92306: const     0.007201
vwretd    1.849807
dtype: float64, 92307: const     0.00478
vwretd    0.48220
dtype: float64, 92308: const     0.013434
vwretd    0.328522
dtype: float64, 92309: const     0.008181
vwretd    1.015613
dtype: float64, 92310: const     0.058165
vwretd    2.868446
dtype: float64, 92311: const    -0.112486
vwretd   -1.016349
dtype: float64, 92312: const     0.004238
vwretd    2.182752
dtype: float64, 92313: const     0.006515
vwretd    1.161385
dtype: float64, 92314: const    -0.004162
vwretd    1.524119
dtype: float64, 92315: const    -0.102917
vwretd    1.769698
dtype: float64, 92316: const     0.092333
vwretd   -1.650435
dtype: float64, 92317: const     0.041105
vwretd    3.012431
dtype: float64, 92318: const     0.002073
vwretd    0.911607
dtype: float64, 92319: const    -0.039346
vwretd    0.553220
dtype: float64, 92320: const     0.016072
vwretd    1.149555
dtype: float64, 92321: const    -0.055386
vwretd    0.914959
dtype: float64, 92322: const     0.017146
vwretd    1.227660
dtype: float64, 92324: const    -0.008995
vwretd    0.860543
dtype: float64, 92326: const     0.009245
vwretd    1.780721
dtype: float64, 92327: const    -0.004577
vwretd    1.223534
dtype: float64, 92328: const    -0.006961
vwretd    2.133631
dtype: float64, 92329: const     0.009594
vwretd    1.254426
dtype: float64, 92330: const     0.033142
vwretd    0.298411
dtype: float64, 92331: const     0.019505
vwretd    0.968324
dtype: float64, 92332: const    -0.030681
vwretd    1.887295
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vwretd    0.032670
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vwretd    0.038853
dtype: float64, 92335: const     0.004040
vwretd    0.020515
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vwretd    0.068612
dtype: float64, 92337: const     0.002147
vwretd    0.073999
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vwretd    0.881634
dtype: float64, 92339: const     0.037618
vwretd    1.012355
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vwretd    1.056345
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vwretd    1.291135
dtype: float64, 92343: const     0.002279
vwretd    0.706181
dtype: float64, 92344: const    -0.002010
vwretd    0.963343
dtype: float64, 92345: const    -0.013517
vwretd    1.464441
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vwretd    2.952397
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vwretd    0.091424
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vwretd    0.085276
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vwretd    0.094057
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vwretd   -0.093189
dtype: float64, 92351: const    -0.000271
vwretd    0.474487
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vwretd   -1.761156
dtype: float64, 92353: const     0.002325
vwretd   -0.933643
dtype: float64, 92354: const     0.000224
vwretd    2.091312
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vwretd    1.834859
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vwretd   -0.330478
dtype: float64, 92357: const     0.001067
vwretd    0.019681
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vwretd    0.002468
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vwretd    0.058561
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vwretd    0.251713
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vwretd    1.242401
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vwretd    1.175652
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vwretd    1.162081
dtype: float64, 92364: const    -0.021177
vwretd    0.152135
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vwretd    1.177677
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vwretd    1.207762
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vwretd    1.047505
dtype: float64, 92368: const     0.000255
vwretd    0.215524
dtype: float64, 92369: const    -0.000238
vwretd    0.570377
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vwretd    0.808845
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vwretd    0.945880
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vwretd    0.238046
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vwretd    0.208396
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vwretd    0.050335
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vwretd    1.023061
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vwretd    2.854008
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vwretd    1.039003
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vwretd    0.871018
dtype: float64, 92379: const     0.004437
vwretd    1.578630
dtype: float64, 92380: const    -0.049856
vwretd    1.039713
dtype: float64, 92381: const     0.026595
vwretd    0.402705
dtype: float64, 92382: const     0.038002
vwretd    1.325263
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vwretd    0.452263
dtype: float64, 92384: const    -0.012595
vwretd    1.754270
dtype: float64, 92385: const    -0.007248
vwretd    1.279572
dtype: float64, 92386: const    -0.004187
vwretd    1.504882
dtype: float64, 92387: const    -0.003158
vwretd    1.441137
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vwretd    0.246066
dtype: float64, 92389: const    -0.017010
vwretd    1.429957
dtype: float64, 92390: const    -0.003573
vwretd    1.080515
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vwretd    1.223722
dtype: float64, 92392: const     0.026292
vwretd    0.821748
dtype: float64, 92393: const     0.007294
vwretd    0.856249
dtype: float64, 92394: const     0.016105
vwretd    1.842378
dtype: float64, 92395: const    -0.038301
vwretd    1.153963
dtype: float64, 92396: const    -0.005334
vwretd    0.842916
dtype: float64, 92397: const    -0.006844
vwretd    1.038576
dtype: float64, 92398: const    -0.002430
vwretd    0.955439
dtype: float64, 92399: const     0.009458
vwretd    0.813862
dtype: float64, 92400: const    -0.004507
vwretd    1.752098
dtype: float64, 92401: const     0.010442
vwretd    0.145397
dtype: float64, 92402: const     0.009641
vwretd    1.180564
dtype: float64, 92403: const     0.003479
vwretd    0.269508
dtype: float64, 92404: const     0.018987
vwretd    1.128526
dtype: float64, 92405: const    -0.014874
vwretd    1.804580
dtype: float64, 92406: const     0.004729
vwretd    0.581181
dtype: float64, 92407: const     0.000512
vwretd   -0.008232
dtype: float64, 92408: const    -0.000837
vwretd    0.490173
dtype: float64, 92409: const    -0.008988
vwretd   -1.183479
dtype: float64, 92410: const    -0.000842
vwretd   -1.271173
dtype: float64, 92411: const    -0.005055
vwretd   -1.529841
dtype: float64, 92412: const     0.000604
vwretd   -0.879811
dtype: float64, 92413: const    -0.029150
vwretd   -2.159121
dtype: float64, 92414: const     0.004686
vwretd    2.260150
dtype: float64, 92415: const    -0.022167
vwretd   -2.024679
dtype: float64, 92416: const     0.002825
vwretd    2.206724
dtype: float64, 92417: const    -0.009367
vwretd   -1.705981
dtype: float64, 92418: const    -0.002914
vwretd    1.938001
dtype: float64, 92419: const     0.003589
vwretd    0.046771
dtype: float64, 92420: const    -0.070895
vwretd    0.629864
dtype: float64, 92421: const    -0.052888
vwretd    2.271863
dtype: float64, 92422: const     0.028014
vwretd    0.489119
dtype: float64, 92423: const    -0.044590
vwretd    2.453052
dtype: float64, 92424: const     0.103715
vwretd    0.055175
dtype: float64, 92425: const     0.11537
vwretd    1.15556
dtype: float64, 92426: const    -0.003110
vwretd    1.662645
dtype: float64, 92427: const    -0.022065
vwretd    1.425684
dtype: float64, 92428: const    -0.003081
vwretd    0.672130
dtype: float64, 92429: const    -0.026949
vwretd    1.909214
dtype: float64, 92430: const    -0.058085
vwretd    1.441587
dtype: float64, 92431: const     0.057324
vwretd    1.119654
dtype: float64, 92432: const     0.019414
vwretd    0.784139
dtype: float64, 92433: const    -0.076049
vwretd    1.694060
dtype: float64, 92434: const     0.000500
vwretd    0.177071
dtype: float64, 92435: const     0.024710
vwretd    0.461445
dtype: float64, 92436: const    -0.029745
vwretd   -0.688106
dtype: float64, 92437: const    -0.005487
vwretd    1.187380
dtype: float64, 92438: const    -0.005102
vwretd    1.113022
dtype: float64, 92439: const    -0.005715
vwretd    1.003377
dtype: float64, 92440: const    -0.000801
vwretd    1.247631
dtype: float64, 92441: const    -0.004224
vwretd    1.175402
dtype: float64, 92442: const     0.026360
vwretd    0.860291
dtype: float64, 92443: const     0.003536
vwretd    0.490630
dtype: float64, 92444: const     0.025156
vwretd    0.506694
dtype: float64, 92445: const    -0.031448
vwretd    2.379789
dtype: float64, 92446: const     0.007573
vwretd    1.054588
dtype: float64, 92447: const     0.011798
vwretd    2.277964
dtype: float64, 92448: const    -0.015176
vwretd    1.192020
dtype: float64, 92449: const    -0.010708
vwretd    1.495247
dtype: float64, 92450: const     0.016594
vwretd    0.621602
dtype: float64, 92451: const     0.037913
vwretd    1.199626
dtype: float64, 92452: const     0.048113
vwretd   -1.177825
dtype: float64, 92453: const    -0.00808
vwretd    1.74079
dtype: float64, 92454: const     0.016146
vwretd    0.905993
dtype: float64, 92455: const     0.047058
vwretd    0.844635
dtype: float64, 92456: const     0.014340
vwretd    0.319569
dtype: float64, 92457: const     0.010416
vwretd    1.422881
dtype: float64, 92458: const     0.011225
vwretd    0.007721
dtype: float64, 92459: const     0.095103
vwretd    1.385294
dtype: float64, 92460: const    -0.002425
vwretd    2.373153
dtype: float64, 92461: const    -0.00127
vwretd    0.61369
dtype: float64, 92462: const     0.000224
vwretd    1.354712
dtype: float64, 92463: const     0.082867
vwretd    1.704560
dtype: float64, 92464: const     0.006091
vwretd    0.903290
dtype: float64, 92465: const     0.014655
vwretd    0.968735
dtype: float64, 92466: const    -0.004955
vwretd    1.545164
dtype: float64, 92467: const    -0.008926
vwretd    1.210723
dtype: float64, 92468: const     0.009023
vwretd    0.700315
dtype: float64, 92469: const    -0.005253
vwretd    0.792823
dtype: float64, 92470: const    -0.013017
vwretd    1.827154
dtype: float64, 92471: const    -0.002557
vwretd    1.660813
dtype: float64, 92472: const    -0.020180
vwretd    1.960893
dtype: float64, 92474: const     0.004148
vwretd    0.031477
dtype: float64, 92475: const    -0.020096
vwretd    0.884094
dtype: float64, 92476: const     0.000435
vwretd    1.262197
dtype: float64, 92477: const    -0.008152
vwretd    0.693639
dtype: float64, 92478: const    -0.004992
vwretd    2.183649
dtype: float64, 92479: const    -0.004313
vwretd    1.387583
dtype: float64, 92480: const     0.003808
vwretd    0.067046
dtype: float64, 92481: const    -0.001203
vwretd    0.268929
dtype: float64, 92482: const     0.004791
vwretd    0.041611
dtype: float64, 92483: const    -0.099218
vwretd    1.934866
dtype: float64, 92484: const    -0.022348
vwretd    0.527794
dtype: float64, 92485: const    -0.053410
vwretd    2.136812
dtype: float64, 92486: const    -0.007990
vwretd    1.508649
dtype: float64, 92487: const    -0.072732
vwretd    1.244867
dtype: float64, 92488: const    -0.000224
vwretd    0.587461
dtype: float64, 92489: const    -0.001392
vwretd    1.004935
dtype: float64, 92490: const    -0.003476
vwretd    1.067899
dtype: float64, 92491: const     0.000060
vwretd    0.447824
dtype: float64, 92492: const    -0.002897
vwretd    0.864674
dtype: float64, 92493: const     0.007778
vwretd    0.569422
dtype: float64, 92494: const     0.004406
vwretd    0.170423
dtype: float64, 92496: const     0.002486
vwretd    0.056024
dtype: float64, 92497: const     0.014646
vwretd    1.356948
dtype: float64, 92498: const    -0.001454
vwretd    0.634234
dtype: float64, 92499: const    -0.005208
vwretd    1.108980
dtype: float64, 92500: const    -0.006835
vwretd    1.125763
dtype: float64, 92501: const     0.006950
vwretd    1.479842
dtype: float64, 92502: const     0.000951
vwretd    0.831389
dtype: float64, 92503: const     0.016005
vwretd   -0.648341
dtype: float64, 92504: const    -0.035472
vwretd    2.847144
dtype: float64, 92505: const     0.027197
vwretd    2.287416
dtype: float64, 92506: const     0.004936
vwretd    0.844237
dtype: float64, 92507: const    -0.017016
vwretd    0.327842
dtype: float64, 92508: const     0.001280
vwretd    1.001819
dtype: float64, 92509: const    -0.009285
vwretd    1.011756
dtype: float64, 92510: const     0.009845
vwretd    2.103796
dtype: float64, 92511: const     0.007727
vwretd   -0.290943
dtype: float64, 92512: const     0.001713
vwretd    1.000665
dtype: float64, 92513: const     0.001084
vwretd    0.904584
dtype: float64, 92514: const     0.001284
vwretd    0.952953
dtype: float64, 92515: const    -0.039305
vwretd    1.178825
dtype: float64, 92516: const    -0.069533
vwretd    2.083219
dtype: float64, 92517: const    -0.008724
vwretd    1.207430
dtype: float64, 92518: const    -0.001954
vwretd    0.907120
dtype: float64, 92519: const    -0.037324
vwretd    3.196874
dtype: float64, 92520: const     0.017492
vwretd    1.041075
dtype: float64, 92521: const    -0.004782
vwretd    1.148228
dtype: float64, 92522: const     0.018781
vwretd    0.315739
dtype: float64, 92523: const     0.006587
vwretd    0.721805
dtype: float64, 92524: const    -0.022526
vwretd    0.944539
dtype: float64, 92525: const    -0.077568
vwretd    1.326012
dtype: float64, 92526: const    -0.027824
vwretd    3.002336
dtype: float64, 92527: const     0.014297
vwretd    0.906564
dtype: float64, 92528: const     0.000365
vwretd    1.514336
dtype: float64, 92529: const     0.003159
vwretd    0.401738
dtype: float64, 92530: const    -0.006335
vwretd    1.179525
dtype: float64, 92531: const     0.009380
vwretd    2.490653
dtype: float64, 92532: const    -0.113245
vwretd    0.719144
dtype: float64, 92533: const    -0.002061
vwretd    1.309097
dtype: float64, 92534: const    -0.008644
vwretd    0.590192
dtype: float64, 92535: const    -0.026864
vwretd    1.843137
dtype: float64, 92536: const    -0.000037
vwretd    0.827811
dtype: float64, 92537: const    -0.004854
vwretd    1.352041
dtype: float64, 92538: const    -0.018245
vwretd    1.581943
dtype: float64, 92539: const     0.001931
vwretd    0.113442
dtype: float64, 92540: const    -0.018554
vwretd    1.398675
dtype: float64, 92541: const    -0.074193
vwretd   -0.757141
dtype: float64, 92542: const    -0.000192
vwretd    0.486709
dtype: float64, 92543: const    -0.010470
vwretd    2.579182
dtype: float64, 92544: const     0.018710
vwretd    1.177934
dtype: float64, 92545: const    -0.019044
vwretd    1.445194
dtype: float64, 92546: const     0.004475
vwretd    0.062329
dtype: float64, 92547: const    -0.036323
vwretd   -0.214527
dtype: float64, 92548: const     0.004042
vwretd    0.059499
dtype: float64, 92549: const     0.035247
vwretd    0.249981
dtype: float64, 92550: const     0.008286
vwretd    0.830121
dtype: float64, 92551: const    -0.004627
vwretd    1.288895
dtype: float64, 92552: const     0.075866
vwretd    1.032685
dtype: float64, 92553: const    -0.037774
vwretd    1.295733
dtype: float64, 92554: const    -0.101156
vwretd    1.944623
dtype: float64, 92555: const     0.004267
vwretd    0.510721
dtype: float64, 92557: const     0.034498
vwretd    0.454743
dtype: float64, 92558: const     0.035876
vwretd    0.601508
dtype: float64, 92559: const     0.012968
vwretd    0.197214
dtype: float64, 92560: const    -0.035772
vwretd    2.176608
dtype: float64, 92564: const    -0.284938
vwretd   -0.206196
dtype: float64, 92565: const     0.002598
vwretd    0.089443
dtype: float64, 92566: const     0.001592
vwretd    0.267884
dtype: float64, 92567: const     0.014106
vwretd    1.138441
dtype: float64, 92568: const     0.000785
vwretd    0.002649
dtype: float64, 92569: const     0.004636
vwretd   -0.069032
dtype: float64, 92570: const     0.000822
vwretd    3.045060
dtype: float64, 92571: const    -0.026892
vwretd    0.729307
dtype: float64, 92572: const     0.001123
vwretd    0.034802
dtype: float64, 92573: const     0.000506
vwretd    1.024963
dtype: float64, 92574: const    -0.000580
vwretd    1.239452
dtype: float64, 92575: const     0.011520
vwretd    0.498323
dtype: float64, 92576: const    -0.000990
vwretd    1.353162
dtype: float64, 92577: const    -0.006036
vwretd    1.038726
dtype: float64, 92578: const     0.002882
vwretd    0.054302
dtype: float64, 92579: const     0.003529
vwretd    0.044737
dtype: float64, 92580: const    -0.002501
vwretd    1.193552
dtype: float64, 92581: const    -0.001710
vwretd    1.101099
dtype: float64, 92582: const    -0.003494
vwretd    0.684227
dtype: float64, 92583: const    -0.003098
vwretd    1.311710
dtype: float64, 92584: const     0.000595
vwretd    0.099941
dtype: float64, 92585: const    -0.001807
vwretd    1.002425
dtype: float64, 92586: const    -0.004585
vwretd    1.005820
dtype: float64, 92587: const     0.013554
vwretd    0.810024
dtype: float64, 92588: const     0.002778
vwretd    1.080565
dtype: float64, 92589: const     0.004915
vwretd    2.036836
dtype: float64, 92590: const     0.040151
vwretd    1.592045
dtype: float64, 92591: const     0.011378
vwretd    2.077127
dtype: float64, 92592: const     0.040550
vwretd    1.540765
dtype: float64, 92593: const     0.002431
vwretd    0.880889
dtype: float64, 92594: const    -0.031524
vwretd    1.522332
dtype: float64, 92596: const     0.008292
vwretd    0.839753
dtype: float64, 92597: const    -0.001866
vwretd    1.228869
dtype: float64, 92598: const     0.000617
vwretd    0.990346
dtype: float64, 92599: const    -0.003897
vwretd    0.975618
dtype: float64, 92600: const    -0.003473
vwretd    1.071369
dtype: float64, 92601: const    -0.003010
vwretd    2.010907
dtype: float64, 92602: const     0.003909
vwretd    0.735325
dtype: float64, 92603: const    -0.001905
vwretd    1.010571
dtype: float64, 92604: const    -0.100438
vwretd    0.969623
dtype: float64, 92605: const    -0.013312
vwretd   -1.225143
dtype: float64, 92606: const    -0.006662
vwretd    1.600706
dtype: float64, 92607: const    -0.043796
vwretd    2.005472
dtype: float64, 92608: const    -0.002379
vwretd    0.455032
dtype: float64, 92609: const    -0.020329
vwretd    1.985865
dtype: float64, 92610: const     0.007974
vwretd   -0.011813
dtype: float64, 92611: const     0.010948
vwretd    0.761768
dtype: float64, 92612: const    -0.056686
vwretd    1.063558
dtype: float64, 92613: const     0.005663
vwretd    0.053045
dtype: float64, 92614: const     0.011693
vwretd    0.355377
dtype: float64, 92615: const     0.019234
vwretd    0.141070
dtype: float64, 92616: const    -0.011279
vwretd    0.453214
dtype: float64, 92617: const    -0.043903
vwretd    2.254074
dtype: float64, 92618: const     0.015019
vwretd    0.539559
dtype: float64, 92619: const    -0.005266
vwretd    1.531955
dtype: float64, 92620: const     0.007016
vwretd    0.223115
dtype: float64, 92621: const    -0.011947
vwretd    1.719079
dtype: float64, 92622: const    -0.030746
vwretd    2.112691
dtype: float64, 92623: const     0.101726
vwretd    3.072709
dtype: float64, 92624: const     0.049806
vwretd    2.053470
dtype: float64, 92625: const     0.007232
vwretd    0.544514
dtype: float64, 92626: const     0.040612
vwretd    1.720377
dtype: float64, 92627: const     0.106426
vwretd    3.229679
dtype: float64, 92628: const    -0.051994
vwretd    0.269118
dtype: float64, 92629: const    -0.117017
vwretd    1.307513
dtype: float64, 92630: const     0.003633
vwretd    0.977215
dtype: float64, 92631: const    -0.009651
vwretd    1.116083
dtype: float64, 92632: const     0.001691
vwretd    0.876857
dtype: float64, 92633: const     0.001436
vwretd   -0.009067
dtype: float64, 92634: const    -0.006428
vwretd    1.111285
dtype: float64, 92635: const    -0.002173
vwretd    1.364688
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vwretd    0.987469
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vwretd    0.854316
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vwretd    1.113934
dtype: float64, 92640: const    -0.005408
vwretd    2.184068
dtype: float64, 92641: const     0.011607
vwretd    0.911372
dtype: float64, 92642: const     0.000932
vwretd    1.244395
dtype: float64, 92643: const    -0.011383
vwretd    1.029559
dtype: float64, 92644: const    -0.003528
vwretd    1.070249
dtype: float64, 92645: const    -0.066700
vwretd    1.063257
dtype: float64, 92646: const    -0.047728
vwretd    1.291160
dtype: float64, 92647: const    -0.007621
vwretd    1.360090
dtype: float64, 92648: const    -0.006173
vwretd    1.763245
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vwretd    0.897553
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vwretd    0.494784
dtype: float64, 92659: const    -0.001764
vwretd    0.814939
dtype: float64, 92660: const    -0.002084
vwretd    0.865245
dtype: float64, 92661: const     0.000298
vwretd    0.614284
dtype: float64, 92662: const    -0.010384
vwretd    0.314833
dtype: float64, 92663: const    -0.006570
vwretd    0.582477
dtype: float64, 92664: const    -0.005924
vwretd    0.098725
dtype: float64, 92665: const    -0.011705
vwretd    0.894665
dtype: float64, 92666: const    -0.002410
vwretd    0.989694
dtype: float64, 92667: const    -0.002420
vwretd    1.045676
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vwretd    1.086836
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vwretd    1.426456
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vwretd    2.069808
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vwretd    1.537934
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vwretd    0.712585
dtype: float64, 92673: const    -0.002375
vwretd    0.387343
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vwretd    0.546559
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vwretd    0.099404
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vwretd    0.046555
dtype: float64, 92677: const    -0.002363
vwretd    0.519995
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vwretd   -0.044200
dtype: float64, 92679: const     0.002408
vwretd    1.526149
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vwretd    0.821099
dtype: float64, 92681: const     0.014149
vwretd    0.843352
dtype: float64, 92682: const    -0.017765
vwretd    1.361773
dtype: float64, 92683: const     0.028078
vwretd    1.684229
dtype: float64, 92684: const     0.000549
vwretd    0.838401
dtype: float64, 92685: const     0.000738
vwretd    0.583633
dtype: float64, 92686: const     0.007605
vwretd    3.304617
dtype: float64, 92687: const    -0.058707
vwretd    1.419341
dtype: float64, 92688: const     0.009988
vwretd    1.322619
dtype: float64, 92689: const     0.018610
vwretd    2.116821
dtype: float64, 92690: const     0.006912
vwretd    0.631603
dtype: float64, 92692: const     0.005175
vwretd    0.231842
dtype: float64, 92693: const    -0.004536
vwretd    0.932731
dtype: float64, 92694: const     0.000149
vwretd    0.972904
dtype: float64, 92695: const    -0.005612
vwretd    1.081015
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vwretd    1.789754
dtype: float64, 92697: const    -0.008260
vwretd    1.289851
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vwretd   -1.172908
dtype: float64, 92700: const    -0.000553
vwretd   -1.150526
dtype: float64, 92701: const     0.002541
vwretd   -1.246672
dtype: float64, 92702: const    -0.002271
vwretd    0.981181
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vwretd   -1.179017
dtype: float64, 92704: const     0.020758
vwretd    1.707418
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vwretd   -3.593329
dtype: float64, 92706: const    -0.048691
vwretd    3.487788
dtype: float64, 92707: const    -0.018674
vwretd   -1.453944
dtype: float64, 92708: const    -0.009830
vwretd    1.589277
dtype: float64, 92709: const     0.00191
vwretd    1.16255
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vwretd    1.284188
dtype: float64, 92711: const     0.007414
vwretd    1.439566
dtype: float64, 92712: const    -0.002034
vwretd    1.011571
dtype: float64, 92713: const    -0.002497
vwretd    0.676766
dtype: float64, 92714: const    -0.002691
vwretd    0.575003
dtype: float64, 92716: const    -0.000162
vwretd    0.882666
dtype: float64, 92717: const     0.059210
vwretd    0.225333
dtype: float64, 92718: const    -0.003822
vwretd    1.007011
dtype: float64, 92719: const     0.012166
vwretd    0.620218
dtype: float64, 92720: const    -0.008778
vwretd    1.305024
dtype: float64, 92721: const    -0.007485
vwretd    0.945200
dtype: float64, 92722: const    -0.124305
vwretd    2.076044
dtype: float64, 92723: const    -0.003802
vwretd    1.208685
dtype: float64, 92724: const     0.007700
vwretd    0.522632
dtype: float64, 92725: const     0.002812
vwretd    1.104233
dtype: float64, 92726: const     0.002680
vwretd    0.490022
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vwretd   -2.039098
dtype: float64, 92728: const     0.006224
vwretd    1.095536
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vwretd    1.346086
dtype: float64, 92730: const    -0.024765
vwretd    0.057227
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vwretd    0.303989
dtype: float64, 92732: const    -0.000367
vwretd    0.673680
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vwretd    0.987591
dtype: float64, 92734: const    -0.089756
vwretd    0.398788
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vwretd    0.394897
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vwretd    0.778078
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vwretd    0.755147
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vwretd    1.115467
dtype: float64, 92739: const    -0.009540
vwretd    1.400139
dtype: float64, 92740: const    -0.002882
vwretd    1.059453
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vwretd    0.674599
dtype: float64, 92742: const    -0.007177
vwretd    1.384940
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vwretd    1.203724
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vwretd    0.708198
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vwretd    1.038059
dtype: float64, 92747: const    -0.000608
vwretd    1.761579
dtype: float64, 92748: const    -0.019701
vwretd    1.235158
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vwretd    1.499489
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vwretd    0.701901
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vwretd    0.957539
dtype: float64, 92752: const    -0.003842
vwretd    1.995295
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vwretd    1.574040
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vwretd    0.565315
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vwretd    0.702052
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vwretd    1.442024
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vwretd    0.719223
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vwretd    1.745411
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vwretd    2.339517
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vwretd    0.784460
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vwretd    2.875787
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vwretd    1.442054
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vwretd    1.016278
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vwretd    0.670066
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vwretd    1.647678
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vwretd    0.938589
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vwretd    1.588322
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vwretd   -1.388258
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vwretd    1.337166
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vwretd    0.964148
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vwretd    1.759280
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vwretd    1.498344
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vwretd    1.265556
dtype: float64, 92774: const    -0.030810
vwretd    3.214846
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vwretd    1.630751
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vwretd    2.183516
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vwretd    1.288462
dtype: float64, 92778: const    -0.003563
vwretd    1.271270
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vwretd    0.49771
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vwretd    0.969214
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vwretd    1.020965
dtype: float64, 92783: const    -0.007413
vwretd    1.077116
dtype: float64, 92784: const    -0.008235
vwretd    0.770722
dtype: float64, 92785: const    -0.016107
vwretd    1.947182
dtype: float64, 92786: const     0.007134
vwretd   -0.221488
dtype: float64, 92787: const    -0.004250
vwretd    0.533365
dtype: float64, 92788: const     0.006985
vwretd    1.651495
dtype: float64, 92789: const    -0.019492
vwretd    1.787386
dtype: float64, 92790: const    -0.002270
vwretd    1.366787
dtype: float64, 92791: const    -0.054802
vwretd    2.547793
dtype: float64, 92792: const    -0.000586
vwretd    1.221033
dtype: float64, 92793: const    -0.006459
vwretd    1.303282
dtype: float64, 92794: const    -0.017319
vwretd    0.349161
dtype: float64, 92795: const     0.001051
vwretd    0.941145
dtype: float64, 92796: const    -0.004368
vwretd    1.103026
dtype: float64, 92797: const     0.016952
vwretd    1.142010
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vwretd   -0.033023
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vwretd   -0.780456
dtype: float64, 92802: const    -0.003838
vwretd    0.992477
dtype: float64, 92803: const    -0.006123
vwretd    1.107931
dtype: float64, 92804: const    -0.010165
vwretd    1.393933
dtype: float64, 92805: const    -0.035238
vwretd    1.946561
dtype: float64, 92806: const    -0.034571
vwretd    2.049879
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vwretd    0.574422
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vwretd    1.043313
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vwretd    0.513942
dtype: float64, 92810: const     0.004774
vwretd    0.538045
dtype: float64, 92811: const    -0.004816
vwretd    0.568411
dtype: float64, 92812: const    -0.005576
vwretd    3.280868
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vwretd   -2.825410
dtype: float64, 92814: const    -0.007233
vwretd   -3.198953
dtype: float64, 92815: const    -0.010603
vwretd    2.002309
dtype: float64, 92816: const    -0.011307
vwretd    3.604147
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vwretd   -2.567689
dtype: float64, 92818: const    -0.001927
vwretd    3.035122
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vwretd   -3.014463
dtype: float64, 92820: const    -0.019384
vwretd    3.398579
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vwretd    1.140152
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vwretd    0.015983
dtype: float64, 92823: const    -0.011672
vwretd    0.539248
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vwretd   -0.010431
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vwretd    0.157941
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vwretd    0.453345
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vwretd    0.573328
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vwretd    0.639005
dtype: float64, 92829: const    -0.000431
vwretd    0.743412
dtype: float64, 92830: const    -0.000807
vwretd    0.819564
dtype: float64, 92831: const    -0.053184
vwretd    1.401146
dtype: float64, 92832: const    -0.000427
vwretd    0.762949
dtype: float64, 92833: const    -0.001244
vwretd    0.916375
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vwretd    0.823067
dtype: float64, 92835: const    -0.000221
vwretd    0.606126
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vwretd    0.424912
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vwretd    0.320505
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vwretd    0.850230
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vwretd    1.336942
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vwretd   -1.349630
dtype: float64, 92842: const    -0.024880
vwretd    1.960874
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vwretd   -2.430064
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vwretd    0.073115
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vwretd   -0.063497
dtype: float64, 92846: const    -0.009773
vwretd    0.488614
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vwretd   -0.492149
dtype: float64, 92848: const    -0.002356
vwretd    1.242419
dtype: float64, 92849: const    -0.009472
vwretd    1.218119
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vwretd   -0.867448
dtype: float64, 92851: const     0.007040
vwretd    0.624783
dtype: float64, 92852: const     0.009857
vwretd    0.733551
dtype: float64, 92854: const     0.004064
vwretd    0.995886
dtype: float64, 92855: const     0.002526
vwretd    3.352775
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vwretd   -2.740163
dtype: float64, 92857: const    -0.023786
vwretd    2.867695
dtype: float64, 92858: const     0.005012
vwretd   -2.531523
dtype: float64, 92859: const    -0.021091
vwretd    2.946449
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vwretd   -2.845448
dtype: float64, 92861: const    -0.007114
vwretd   -0.110772
dtype: float64, 92862: const     0.004809
vwretd    0.247310
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vwretd   -0.215368
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vwretd   -1.295182
dtype: float64, 92865: const    -0.003969
vwretd    1.400032
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vwretd    0.765579
dtype: float64, 92867: const    -0.002672
vwretd    0.933114
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vwretd    2.809271
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vwretd    0.320626
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vwretd    1.639934
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vwretd    1.145017
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vwretd    0.596950
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vwretd    0.663768
dtype: float64, 92875: const    -0.043566
vwretd    2.223691
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vwretd    0.234660
dtype: float64, 92877: const    -0.003866
vwretd    0.227407
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vwretd    0.263559
dtype: float64, 92879: const     0.004281
vwretd    1.116177
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vwretd   -3.129537
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vwretd    3.376687
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vwretd    0.406862
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vwretd    0.947026
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vwretd    1.005518
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vwretd    0.233095
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vwretd    0.034122
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vwretd    0.987812
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vwretd    0.005243
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vwretd    0.219257
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vwretd    0.965872
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vwretd    0.051638
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vwretd    0.125546
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vwretd    1.082758
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vwretd    0.101179
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vwretd    2.434355
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vwretd    0.859141
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vwretd    0.284397
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vwretd    1.056514
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vwretd    0.262458
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vwretd    0.060245
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vwretd    1.801844
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vwretd    0.787661
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vwretd    0.661710
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vwretd   -0.689237
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vwretd    0.226114
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vwretd   -0.261186
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vwretd    0.046822
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vwretd    0.075953
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vwretd    0.075414
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vwretd    0.432193
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vwretd    0.134617
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vwretd    0.913786
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vwretd    0.754657
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vwretd    1.222219
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vwretd    1.033962
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vwretd    1.575641
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vwretd    1.122759
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vwretd    0.798799
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vwretd    0.770126
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vwretd    1.401627
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vwretd    0.575162
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vwretd    0.799970
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vwretd    0.647225
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vwretd    1.481747
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vwretd    1.352282
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vwretd    0.167972
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vwretd    1.051377
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vwretd    1.235946
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vwretd    0.834803
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vwretd    1.158711
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vwretd    1.426285
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vwretd    0.342263
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vwretd    1.152179
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vwretd    1.021012
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vwretd    1.383944
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vwretd    1.262899
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vwretd    1.687209
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vwretd    0.869649
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vwretd    0.966860
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vwretd    0.995041
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vwretd    1.959694
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vwretd    0.817808
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vwretd    2.689249
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vwretd    0.246567
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vwretd    0.718207
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vwretd    0.621587
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vwretd    1.125257
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vwretd    0.570523
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vwretd    0.304056
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vwretd    1.28342
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vwretd    0.907406
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vwretd    1.873019
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vwretd    3.204618
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vwretd   -2.164041
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vwretd    1.959003
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vwretd   -2.353107
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vwretd    1.366407
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vwretd   -1.945389
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vwretd   -2.562083
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vwretd    3.023718
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vwretd    0.787472
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vwretd   -1.976034
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vwretd    1.441900
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vwretd    0.846270
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vwretd    1.031920
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vwretd    0.296837
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vwretd   -0.018341
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vwretd    0.921813
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vwretd    1.191208
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vwretd   -2.157833
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vwretd    2.575597
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vwretd    1.236038
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vwretd    0.691303
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vwretd    0.980566
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vwretd    1.018758
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vwretd    1.013198
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vwretd    2.024666
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vwretd   -1.882396
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vwretd    1.157138
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vwretd    1.096321
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vwretd    1.040832
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vwretd    1.910879
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vwretd    0.777881
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vwretd    1.052522
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vwretd    2.376528
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vwretd    0.431372
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vwretd    0.887294
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vwretd    0.646648
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vwretd    1.310277
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vwretd    0.224040
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vwretd    0.733506
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vwretd    1.068573
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vwretd    0.926336
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vwretd    0.087826
dtype: float64, 92996: const    -0.006166
vwretd    0.220259
dtype: float64, 92997: const    -0.025805
vwretd    1.654702
dtype: float64, 92998: const    -0.086752
vwretd    1.377316
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vwretd    1.192557
dtype: float64, 93001: const    -0.002354
vwretd    0.979682
dtype: float64, 93002: const     0.017869
vwretd    1.022137
dtype: float64, 93003: const    -0.053540
vwretd    1.174193
dtype: float64, 93004: const    -0.009475
vwretd    0.562598
dtype: float64, 93005: const    -0.084804
vwretd    1.188669
dtype: float64, 93006: const    -0.125730
vwretd    2.518329
dtype: float64, 93007: const    -0.067938
vwretd    2.813477
dtype: float64, 93009: const     0.007542
vwretd    0.472933
dtype: float64, 93010: const    -0.012051
vwretd    1.203844
dtype: float64, 93011: const    -0.007298
vwretd    0.299419
dtype: float64, 93012: const    -0.020403
vwretd    0.139445
dtype: float64, 93013: const    -0.004155
vwretd    1.099833
dtype: float64, 93014: const    -0.001897
vwretd    1.189497
dtype: float64, 93015: const    -0.063987
vwretd    1.490116
dtype: float64, 93016: const    -0.014885
vwretd    1.171087
dtype: float64, 93017: const    -0.043171
vwretd    0.896100
dtype: float64, 93018: const    -0.000824
vwretd    0.918099
dtype: float64, 93019: const     0.002152
vwretd    0.566180
dtype: float64, 93020: const    -0.014604
vwretd    1.404808
dtype: float64, 93021: const     0.002991
vwretd    0.109839
dtype: float64, 93022: const     0.000226
vwretd    0.909254
dtype: float64, 93023: const     0.00255
vwretd    1.00064
dtype: float64, 93024: const     0.001521
vwretd    0.952774
dtype: float64, 93025: const    -0.013463
vwretd    1.160240
dtype: float64, 93026: const     0.002635
vwretd    0.227058
dtype: float64, 93027: const     0.001966
vwretd    0.188065
dtype: float64, 93028: const     0.001425
vwretd    0.105343
dtype: float64, 93029: const     0.006719
vwretd   -0.214554
dtype: float64, 93030: const     0.024669
vwretd    1.369702
dtype: float64, 93031: const     0.003401
vwretd    2.241444
dtype: float64, 93032: const     0.000626
vwretd    0.288001
dtype: float64, 93033: const    -0.139339
vwretd    0.255048
dtype: float64, 93034: const     0.000032
vwretd    0.012263
dtype: float64, 93035: const     0.002269
vwretd    1.311856
dtype: float64, 93036: const     0.015286
vwretd   -1.089540
dtype: float64, 93037: const    -0.121047
vwretd    2.213391
dtype: float64, 93038: const    -0.083987
vwretd    0.549151
dtype: float64, 93039: const    -0.101304
vwretd    0.168949
dtype: float64, 93040: const    -0.008421
vwretd    1.179003
dtype: float64, 93041: const     0.017040
vwretd    0.563878
dtype: float64, 93042: const    -0.005161
vwretd    1.665803
dtype: float64, 93043: const    -0.000211
vwretd    1.188205
dtype: float64, 93044: const    -0.030830
vwretd    1.149164
dtype: float64, 93046: const    -0.056429
vwretd    1.839587
dtype: float64, 93047: const    -0.009972
vwretd    0.597621
dtype: float64, 93048: const    -0.007393
vwretd    0.685595
dtype: float64, 93049: const    -0.033436
vwretd    1.580436
dtype: float64, 93050: const     0.003881
vwretd    1.353474
dtype: float64, 93051: const    -0.013700
vwretd    1.714422
dtype: float64, 93052: const    -0.017645
vwretd    0.556886
dtype: float64, 93053: const    -0.004793
vwretd    1.438955
dtype: float64, 93054: const    -0.002280
vwretd    1.151972
dtype: float64, 93055: const    -0.004129
vwretd    1.216688
dtype: float64, 93056: const     0.000105
vwretd    1.079726
dtype: float64, 93057: const     0.002420
vwretd    1.029175
dtype: float64, 93058: const     0.001172
vwretd    1.126695
dtype: float64, 93059: const     0.006994
vwretd    1.006883
dtype: float64, 93060: const     0.019020
vwretd    0.750834
dtype: float64, 93061: const    -0.016363
vwretd    1.090690
dtype: float64, 93062: const    -0.001099
vwretd    0.186979
dtype: float64, 93063: const    -0.002571
vwretd    0.693757
dtype: float64, 93064: const    -0.020272
vwretd    1.688607
dtype: float64, 93065: const    -0.008739
vwretd    1.246067
dtype: float64, 93066: const    -0.001332
vwretd    0.884714
dtype: float64, 93067: const     0.010423
vwretd    0.924886
dtype: float64, 93068: const     0.022775
vwretd    1.025077
dtype: float64, 93069: const     0.004606
vwretd    1.502654
dtype: float64, 93070: const    -0.003866
vwretd    1.269371
dtype: float64, 93071: const    -0.011127
vwretd    1.108476
dtype: float64, 93072: const    -0.012940
vwretd    1.115685
dtype: float64, 93073: const     0.023311
vwretd    0.547136
dtype: float64, 93074: const     0.053202
vwretd    1.830209
dtype: float64, 93075: const    -0.031468
vwretd    2.032639
dtype: float64, 93076: const    -0.029073
vwretd   -0.535795
dtype: float64, 93077: const    -0.025968
vwretd    1.769513
dtype: float64, 93078: const    -0.059118
vwretd    1.923552
dtype: float64, 93079: const     0.005289
vwretd    0.878481
dtype: float64, 93080: const    -0.059717
vwretd    2.696248
dtype: float64, 93081: const    -0.045464
vwretd    1.162524
dtype: float64, 93082: const    -0.032293
vwretd    1.592763
dtype: float64, 93083: const    -0.022677
vwretd    2.061530
dtype: float64, 93084: const    -0.007448
vwretd    1.919939
dtype: float64, 93085: const     0.002596
vwretd    1.412138
dtype: float64, 93086: const     0.023081
vwretd   -0.173198
dtype: float64, 93087: const    -0.073880
vwretd    1.044961
dtype: float64, 93088: const     0.035074
vwretd    0.180211
dtype: float64, 93089: const     0.008209
vwretd    0.623020
dtype: float64, 93090: const    -0.042702
vwretd    1.015236
dtype: float64, 93091: const     0.011015
vwretd    0.840150
dtype: float64, 93092: const     0.012709
vwretd    0.897720
dtype: float64, 93093: const    -0.037068
vwretd    1.903696
dtype: float64, 93094: const    -0.008008
vwretd    1.856406
dtype: float64, 93095: const    -0.034400
vwretd    1.989574
dtype: float64, 93096: const     0.012646
vwretd    0.405797
dtype: float64, 93097: const    -0.129880
vwretd   -0.709801
dtype: float64, 93098: const    -0.003976
vwretd    1.342379
dtype: float64, 93099: const     0.000381
vwretd    0.164895
dtype: float64, 93100: const    -0.00109
vwretd    0.13756
dtype: float64, 93101: const    -0.000562
vwretd    1.418823
dtype: float64, 93102: const    -0.011373
vwretd    1.370641
dtype: float64, 93103: const    -0.006967
vwretd    0.874561
dtype: float64, 93104: const     0.000256
vwretd    0.422779
dtype: float64, 93105: const     0.005459
vwretd    0.947938
dtype: float64, 93106: const    -0.017117
vwretd    2.578076
dtype: float64, 93107: const     0.003172
vwretd   -0.067597
dtype: float64, 93108: const     0.000674
vwretd    0.035257
dtype: float64, 93109: const     0.008895
vwretd   -0.381854
dtype: float64, 93110: const     0.003386
vwretd    0.036623
dtype: float64, 93111: const    -0.056221
vwretd    1.555808
dtype: float64, 93112: const     0.000815
vwretd    1.010689
dtype: float64, 93113: const     0.009429
vwretd    0.549278
dtype: float64, 93114: const     0.001171
vwretd    0.985443
dtype: float64, 93115: const    -0.002219
vwretd    1.208271
dtype: float64, 93116: const    -0.003628
vwretd    0.940914
dtype: float64, 93117: const     0.000914
vwretd    1.154981
dtype: float64, 93118: const    -0.007480
vwretd    1.904494
dtype: float64, 93119: const     0.003867
vwretd    1.082127
dtype: float64, 93120: const    -0.004550
vwretd    0.271591
dtype: float64, 93121: const     0.014334
vwretd    0.059264
dtype: float64, 93122: const    -0.000809
vwretd    0.618006
dtype: float64, 93123: const    -0.005272
vwretd    0.453159
dtype: float64, 93124: const     0.017483
vwretd    1.445744
dtype: float64, 93125: const    -0.020351
vwretd    1.289873
dtype: float64, 93126: const    -0.026502
vwretd    1.965093
dtype: float64, 93127: const    -0.032215
vwretd    1.713332
dtype: float64, 93128: const    -0.002452
vwretd    1.408575
dtype: float64, 93129: const    -0.078629
vwretd    1.373988
dtype: float64, 93130: const    -0.018615
vwretd    1.006330
dtype: float64, 93131: const     0.007272
vwretd    0.278871
dtype: float64, 93132: const     0.016046
vwretd    1.274300
dtype: float64, 93133: const    -0.083905
vwretd    1.312210
dtype: float64, 93134: const    -0.001885
vwretd    1.218383
dtype: float64, 93135: const     0.025204
vwretd    1.839817
dtype: float64, 93136: const     0.041154
vwretd    1.449630
dtype: float64, 93137: const    -0.001827
vwretd    0.879179
dtype: float64, 93138: const     0.013654
vwretd    0.607689
dtype: float64, 93139: const     0.012265
vwretd    0.620188
dtype: float64, 93141: const    -0.011289
vwretd    1.791321
dtype: float64, 93142: const     0.001349
vwretd    0.176284
dtype: float64, 93143: const     0.001674
vwretd    0.246417
dtype: float64, 93144: const     0.000957
vwretd    0.086452
dtype: float64, 93145: const     0.001830
vwretd   -0.037272
dtype: float64, 93146: const     0.004758
vwretd   -0.183707
dtype: float64, 93147: const     0.000641
vwretd   -0.007482
dtype: float64, 93148: const     0.000746
vwretd    0.039525
dtype: float64, 93149: const    -0.000257
vwretd    1.841650
dtype: float64, 93150: const    -0.008694
vwretd    1.533557
dtype: float64, 93151: const    -0.003184
vwretd    1.472000
dtype: float64, 93152: const    -0.066759
vwretd    2.175751
dtype: float64, 93153: const    -0.000937
vwretd    0.316242
dtype: float64, 93154: const     0.035479
vwretd   -3.985023
dtype: float64, 93155: const    -0.044020
vwretd    3.352242
dtype: float64, 93156: const     0.016756
vwretd    1.573875
dtype: float64, 93157: const    -0.000053
vwretd   -1.980890
dtype: float64, 93158: const    -0.019123
vwretd    2.271667
dtype: float64, 93159: const    -0.063061
vwretd    2.678954
dtype: float64, 93160: const    -0.001119
vwretd    0.870550
dtype: float64, 93161: const    -0.002760
vwretd    1.021771
dtype: float64, 93162: const    -0.004667
vwretd    1.024203
dtype: float64, 93163: const    -0.002204
vwretd    0.910944
dtype: float64, 93164: const     0.019844
vwretd    1.137721
dtype: float64, 93165: const    -0.001863
vwretd    0.976805
dtype: float64, 93166: const    -0.003039
vwretd    0.842869
dtype: float64, 93167: const    -0.002784
vwretd    0.744864
dtype: float64, 93168: const    -0.003643
vwretd    0.801434
dtype: float64, 93169: const    -0.004866
vwretd    0.870708
dtype: float64, 93170: const    -0.003935
vwretd    0.795155
dtype: float64, 93171: const     0.002345
vwretd    0.095360
dtype: float64, 93172: const    -0.064249
vwretd    1.193010
dtype: float64, 93173: const     0.000891
vwretd    0.263419
dtype: float64, 93174: const    -0.001574
vwretd    1.447493
dtype: float64, 93175: const    -0.004092
vwretd    2.098865
dtype: float64, 93176: const     0.020233
vwretd    1.024742
dtype: float64, 93177: const    -0.014803
vwretd    0.271753
dtype: float64, 93178: const    -0.011328
vwretd    1.627614
dtype: float64, 93179: const     0.010713
vwretd    0.678703
dtype: float64, 93180: const     0.001558
vwretd    0.044389
dtype: float64, 93181: const     0.000757
vwretd    0.060499
dtype: float64, 93182: const     0.001440
vwretd    1.060747
dtype: float64, 93183: const     0.000598
vwretd    0.921034
dtype: float64, 93184: const    -0.091842
vwretd    1.720992
dtype: float64, 93185: const     0.008281
vwretd    0.987387
dtype: float64, 93186: const    -0.001356
vwretd    0.840376
dtype: float64, 93187: const    -0.040092
vwretd    1.656720
dtype: float64, 93188: const     0.020011
vwretd    0.295774
dtype: float64, 93189: const     0.013290
vwretd    0.984182
dtype: float64, 93190: const    -0.026598
vwretd    0.875080
dtype: float64, 93191: const    -0.032867
vwretd    1.564210
dtype: float64, 93192: const     0.009623
vwretd   -0.281963
dtype: float64, 93193: const     0.024392
vwretd   -0.855564
dtype: float64, 93194: const    -0.026085
vwretd    2.524391
dtype: float64, 93195: const     0.017850
vwretd    0.291574
dtype: float64, 93196: const    -0.020515
vwretd    2.047445
dtype: float64, 93197: const    -0.000957
vwretd    0.820688
dtype: float64, 93198: const     0.003005
vwretd    4.788204
dtype: float64, 93200: const    -0.001522
vwretd    1.128286
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vwretd    1.651394
dtype: float64, 93202: const    -0.003067
vwretd    1.235017
dtype: float64, 93203: const    -0.008073
vwretd    0.706209
dtype: float64, 93204: const     0.006259
vwretd    0.554356
dtype: float64, 93205: const    -0.000970
vwretd    0.026347
dtype: float64, 93206: const    -0.005990
vwretd    0.952709
dtype: float64, 93207: const     0.002747
vwretd    0.019102
dtype: float64, 93208: const     0.003522
vwretd   -0.080039
dtype: float64, 93209: const    -0.051320
vwretd    2.340215
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vwretd    1.064635
dtype: float64, 93211: const     0.001858
vwretd   -0.027749
dtype: float64, 93212: const     0.001453
vwretd   -0.016629
dtype: float64, 93213: const     0.001042
vwretd   -0.012314
dtype: float64, 93214: const     0.000719
vwretd   -0.015647
dtype: float64, 93215: const     0.000531
vwretd   -0.020382
dtype: float64, 93216: const    -0.000042
vwretd   -0.009399
dtype: float64, 93217: const     0.008428
vwretd   -0.427833
dtype: float64, 93218: const     0.003513
vwretd   -0.130505
dtype: float64, 93219: const    -0.005380
vwretd    0.861601
dtype: float64, 93220: const    -0.001920
vwretd    1.417136
dtype: float64, 93221: const    -0.005168
vwretd    1.062710
dtype: float64, 93222: const     0.012381
vwretd    0.911898
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vwretd    0.813991
dtype: float64, 93224: const     0.015438
vwretd    0.199709
dtype: float64, 93225: const    -0.029263
vwretd    2.245471
dtype: float64, 93226: const    -0.012335
vwretd    1.382524
dtype: float64, 93227: const     0.007719
vwretd   -0.698552
dtype: float64, 93228: const    -0.013020
vwretd    1.257759
dtype: float64, 93229: const    -0.022785
vwretd    1.442049
dtype: float64, 93230: const    -0.047801
vwretd    1.488141
dtype: float64, 93231: const    -0.007943
vwretd    1.199884
dtype: float64, 93232: const    -0.004175
vwretd    0.927619
dtype: float64, 93233: const    -0.001829
vwretd    1.118132
dtype: float64, 93234: const     0.011029
vwretd    0.513240
dtype: float64, 93235: const     0.013864
vwretd    0.047185
dtype: float64, 93236: const    -0.016400
vwretd    1.556521
dtype: float64, 93237: const    -0.036270
vwretd    1.521948
dtype: float64, 93238: const    -0.016762
vwretd    3.512018
dtype: float64, 93239: const    -0.063454
vwretd    2.452041
dtype: float64, 93240: const    -0.024017
vwretd    2.967629
dtype: float64, 93241: const     0.002469
vwretd   -0.112366
dtype: float64, 93242: const    -0.004794
vwretd    0.124455
dtype: float64, 93243: const    -0.030664
vwretd    1.407102
dtype: float64, 93244: const     0.048131
vwretd   -0.855858
dtype: float64, 93245: const    -0.016821
vwretd    1.409649
dtype: float64, 93246: const     0.012018
vwretd    1.138190
dtype: float64, 93247: const     0.071335
vwretd    0.372290
dtype: float64, 93248: const    -0.011311
vwretd    0.787144
dtype: float64, 93249: const     0.004031
vwretd    0.263028
dtype: float64, 93251: const    -0.007313
vwretd    0.865695
dtype: float64, 93252: const    -0.011194
vwretd    0.293225
dtype: float64, 93253: const     0.000596
vwretd    0.016157
dtype: float64, 93254: const    -0.002127
vwretd    0.689041
dtype: float64, 93255: const    -0.012220
vwretd   -2.352089
dtype: float64, 93256: const    -0.007738
vwretd   -2.958286
dtype: float64, 93257: const    -0.005948
vwretd   -3.190874
dtype: float64, 93258: const    -0.01159
vwretd    3.60423
dtype: float64, 93259: const    -0.006866
vwretd    3.396768
dtype: float64, 93260: const    -0.000399
vwretd    2.877302
dtype: float64, 93261: const     0.004782
vwretd    0.702329
dtype: float64, 93262: const     0.002251
vwretd    0.477757
dtype: float64, 93263: const     0.056192
vwretd    2.052315
dtype: float64, 93264: const    -0.003051
vwretd    1.211800
dtype: float64, 93265: const    -0.041105
vwretd    1.237638
dtype: float64, 93266: const     0.000290
vwretd    1.202313
dtype: float64, 93267: const    -0.002646
vwretd    0.977625
dtype: float64, 93268: const    -0.020885
vwretd   -2.740274
dtype: float64, 93269: const     0.004299
vwretd    3.337593
dtype: float64, 93270: const    -0.025099
vwretd    0.199719
dtype: float64, 93271: const    -0.006324
vwretd    1.249752
dtype: float64, 93272: const     0.006766
vwretd    1.640159
dtype: float64, 93273: const    -0.016464
vwretd    4.297839
dtype: float64, 93274: const     0.013549
vwretd    0.920942
dtype: float64, 93275: const     0.000287
vwretd    0.762535
dtype: float64, 93276: const    -0.000227
vwretd    1.174540
dtype: float64, 93277: const     0.001659
vwretd    0.950634
dtype: float64, 93278: const     0.045801
vwretd   -3.398523
dtype: float64, 93279: const    -0.11540
vwretd    0.56187
dtype: float64, 93280: const    -0.051728
vwretd    3.342680
dtype: float64, 93281: const     0.045538
vwretd   -2.725149
dtype: float64, 93282: const    -0.014735
vwretd    2.222226
dtype: float64, 93283: const    -0.032123
vwretd   -3.338212
dtype: float64, 93284: const     0.004271
vwretd    3.964417
dtype: float64, 93285: const    -0.009706
vwretd    1.280206
dtype: float64, 93286: const    -0.013517
vwretd    1.496151
dtype: float64, 93287: const    -0.002902
vwretd    1.281759
dtype: float64, 93288: const    -0.016718
vwretd    1.466182
dtype: float64, 93289: const     0.002364
vwretd    1.443522
dtype: float64, 93290: const    -0.002790
vwretd    0.995523
dtype: float64, 93291: const     0.002823
vwretd   -1.195030
dtype: float64, 93292: const    -0.000935
vwretd   -0.801004
dtype: float64, 93293: const     0.002391
vwretd   -0.674707
dtype: float64, 93294: const    -0.017778
vwretd    1.682957
dtype: float64, 93295: const     0.006911
vwretd    0.891505
dtype: float64, 93296: const    -0.004685
vwretd    1.341656
dtype: float64, 93297: const    -0.040357
vwretd    1.613048
dtype: float64, 93298: const    -0.043764
vwretd    0.336404
dtype: float64, 93299: const    -0.003118
vwretd    1.007684
dtype: float64, 93300: const    -0.048367
vwretd    1.972820
dtype: float64, 93301: const     0.005202
vwretd    0.984513
dtype: float64, 93302: const    -0.023097
vwretd    1.774820
dtype: float64, 93303: const    -0.011399
vwretd    1.237179
dtype: float64, 93304: const     0.002914
vwretd    1.007967
dtype: float64, 93305: const     0.001493
vwretd    1.802126
dtype: float64, 93306: const     0.010842
vwretd    1.126962
dtype: float64, 93307: const    -0.032584
vwretd    1.168049
dtype: float64, 93308: const    -0.024753
vwretd    1.237042
dtype: float64, 93309: const    -0.01871
vwretd    1.20374
dtype: float64, 93310: const    -0.048793
vwretd    4.051241
dtype: float64, 93311: const     -0.477481
vwretd    11.018118
dtype: float64, 93312: const     0.004261
vwretd    1.296632
dtype: float64, 93313: const    -0.027678
vwretd    3.164767
dtype: float64, 93314: const    -0.007752
vwretd    1.616640
dtype: float64, 93315: const     0.005065
vwretd    0.591301
dtype: float64, 93316: const     0.002157
vwretd    0.860164
dtype: float64, 93317: const    -0.051425
vwretd    2.713630
dtype: float64, 93318: const    -0.007099
vwretd    0.969994
dtype: float64, 93319: const    -0.010153
vwretd    1.663011
dtype: float64, 93320: const    -0.020346
vwretd    1.457865
dtype: float64, 93321: const     0.001534
vwretd    1.138712
dtype: float64, 93322: const    -0.027395
vwretd    1.478219
dtype: float64, 93323: const     0.006039
vwretd    1.721909
dtype: float64, 93324: const    -0.081701
vwretd    2.348520
dtype: float64, 93325: const     0.001884
vwretd    0.254094
dtype: float64, 93329: const    -0.006274
vwretd    0.922556
dtype: float64, 93330: const     0.006284
vwretd    1.115171
dtype: float64, 93331: const    -0.001478
vwretd   -1.350736
dtype: float64, 93332: const    -0.004363
vwretd    2.844034
dtype: float64, 93333: const    -0.018668
vwretd    2.185462
dtype: float64, 93334: const    -0.012031
vwretd    2.089031
dtype: float64, 93335: const    -0.018590
vwretd    2.515995
dtype: float64, 93336: const    -0.022121
vwretd    2.321639
dtype: float64, 93337: const    -0.022858
vwretd    1.754600
dtype: float64, 93338: const    -0.065978
vwretd    2.623797
dtype: float64, 93339: const    -0.010191
vwretd    1.547978
dtype: float64, 93340: const    -0.001199
vwretd    1.937535
dtype: float64, 93341: const     0.004606
vwretd    1.869161
dtype: float64, 93342: const    -0.008269
vwretd    1.037944
dtype: float64, 93343: const    -0.013702
vwretd   -1.685358
dtype: float64, 93344: const    -0.026479
vwretd    2.328039
dtype: float64, 93345: const    -0.001995
vwretd    1.068957
dtype: float64, 93346: const    -0.112369
vwretd    1.054911
dtype: float64, 93347: const    -0.005964
vwretd    0.521891
dtype: float64, 93349: const     0.021886
vwretd    1.809314
dtype: float64, 93350: const     0.031690
vwretd    1.011759
dtype: float64, 93351: const    -0.070960
vwretd    1.796147
dtype: float64, 93352: const     0.000952
vwretd    0.617014
dtype: float64, 93353: const    -0.046281
vwretd    0.798967
dtype: float64, 93354: const    -0.007348
vwretd    2.241172
dtype: float64, 93355: const    -0.062195
vwretd    2.898934
dtype: float64, 93356: const     0.016292
vwretd    0.924489
dtype: float64, 93357: const    -0.005856
vwretd    1.261905
dtype: float64, 93358: const    -0.119894
vwretd    2.628631
dtype: float64, 93359: const    -0.003665
vwretd    1.375508
dtype: float64, 93360: const    -0.016424
vwretd    2.029213
dtype: float64, 93361: const    -0.001679
vwretd    1.063736
dtype: float64, 93362: const    -0.000870
vwretd    1.274106
dtype: float64, 93363: const     0.000967
vwretd    1.212847
dtype: float64, 93364: const     0.004389
vwretd    0.717360
dtype: float64, 93365: const     0.001607
vwretd    0.690650
dtype: float64, 93366: const     0.003427
vwretd    1.040245
dtype: float64, 93367: const    -0.001294
vwretd    1.326618
dtype: float64, 93368: const     0.002536
vwretd    0.458677
dtype: float64, 93369: const     0.009370
vwretd    0.763249
dtype: float64, 93370: const    -0.001855
vwretd    0.564453
dtype: float64, 93371: const     0.024622
vwretd    1.876934
dtype: float64, 93372: const     0.003116
vwretd    1.035892
dtype: float64, 93373: const     0.013631
vwretd    1.893726
dtype: float64, 93374: const     0.00411
vwretd    1.04322
dtype: float64, 93375: const    -0.025716
vwretd    1.198751
dtype: float64, 93376: const     0.000042
vwretd    1.044640
dtype: float64, 93377: const    -0.006259
vwretd    0.900923
dtype: float64, 93378: const    -0.000943
vwretd    1.091356
dtype: float64, 93379: const    -0.011540
vwretd    1.302694
dtype: float64, 93380: const     0.010740
vwretd    1.827035
dtype: float64, 93381: const     0.002337
vwretd   -0.109663
dtype: float64, 93382: const    -0.065725
vwretd    2.464953
dtype: float64, 93383: const    -0.001036
vwretd    0.972701
dtype: float64, 93384: const    -0.040239
vwretd    1.887314
dtype: float64, 93385: const    -0.003464
vwretd    0.385593
dtype: float64, 93386: const     0.011280
vwretd   -0.222286
dtype: float64, 93387: const     0.006517
vwretd    1.004432
dtype: float64, 93388: const    -0.003401
vwretd    1.036747
dtype: float64, 93389: const    -0.096455
vwretd    2.276645
dtype: float64, 93390: const    -0.029277
vwretd    1.852668
dtype: float64, 93391: const    -0.038450
vwretd    1.553168
dtype: float64, 93392: const     0.053034
vwretd    1.323856
dtype: float64, 93393: const     0.015379
vwretd    2.003521
dtype: float64, 93395: const    -0.021748
vwretd    0.808309
dtype: float64, 93396: const     0.044336
vwretd   -0.035091
dtype: float64, 93397: const    -0.00679
vwretd    0.91640
dtype: float64, 93398: const    -0.052834
vwretd    2.725320
dtype: float64, 93399: const    -0.032704
vwretd    1.160350
dtype: float64, 93400: const     0.001668
vwretd    0.220195
dtype: float64, 93401: const     0.000514
vwretd    0.679892
dtype: float64, 93402: const     0.017128
vwretd    2.361006
dtype: float64, 93404: const    -0.084641
vwretd    1.269466
dtype: float64, 93406: const    -0.032651
vwretd    2.283729
dtype: float64, 93407: const     0.001416
vwretd    0.109428
dtype: float64, 93408: const     0.001545
vwretd    0.085383
dtype: float64, 93409: const     0.001112
vwretd    0.089115
dtype: float64, 93410: const     0.000626
vwretd    0.081263
dtype: float64, 93411: const     0.000428
vwretd    0.043907
dtype: float64, 93412: const     0.000268
vwretd    0.010945
dtype: float64, 93413: const    -0.000496
vwretd   -0.004499
dtype: float64, 93414: const    -0.018249
vwretd    1.324216
dtype: float64, 93415: const    -0.008530
vwretd    1.952906
dtype: float64, 93416: const    -0.000645
vwretd    0.563722
dtype: float64, 93417: const    -0.015198
vwretd    1.546137
dtype: float64, 93418: const    -0.016186
vwretd    1.090148
dtype: float64, 93419: const    -0.006786
vwretd    1.007951
dtype: float64, 93420: const    -0.041593
vwretd    3.085138
dtype: float64, 93421: const    -0.003737
vwretd    0.464274
dtype: float64, 93422: const    -0.033020
vwretd    4.007132
dtype: float64, 93423: const    -0.00316
vwretd    1.93713
dtype: float64, 93424: const    -0.001928
vwretd    0.142920
dtype: float64, 93425: const    -0.005423
vwretd    1.135029
dtype: float64, 93426: const    -0.001103
vwretd    1.179938
dtype: float64, 93427: const     0.011843
vwretd    0.906594
dtype: float64, 93428: const     0.003325
vwretd    1.533914
dtype: float64, 93429: const     0.010359
vwretd    0.573149
dtype: float64, 93430: const    -0.200604
vwretd    4.741409
dtype: float64, 93431: const    -0.044000
vwretd    2.164134
dtype: float64, 93432: const    -0.234790
vwretd    9.307894
dtype: float64, 93433: const     0.067801
vwretd    1.336437
dtype: float64, 93434: const    -0.001590
vwretd    0.834967
dtype: float64, 93435: const    -0.036526
vwretd    3.741044
dtype: float64, 93436: const     0.027971
vwretd    1.763461
dtype: float64}

# Ensure 'RET' and 'vwretd' are in numeric format
monthly_crsp['RET'] = pd.to_numeric(monthly_crsp['RET'], errors='coerce')
monthly_crsp['vwretd'] = pd.to_numeric(monthly_crsp['vwretd'], errors='coerce')

# Run the regression using CAPM model for each PERMNO
capm_results_RSE = {}

for permno, group in monthly_crsp.groupby('PERMNO'):
    # Prepare the data for regression
    X = sm.add_constant(group['vwretd'])  # Market return as independent variable
    y = group['RET']  # Stock return as dependent variable

    # Ensure there's sufficient data for regression
    if len(group.dropna(subset=['RET', 'vwretd'])) < 3:
        continue

    # Perform the regression
    model = sm.OLS(y, X, missing='drop').fit()

    # Calculate the Residual Standard Error (RSE)
    residuals = model.resid
    rse = np.sqrt(np.sum(residuals**2) / (len(residuals) - 2))  # k = 2 for CAPM

    # Store the parameters and RSE in the results dictionary
    capm_results[permno] = {'params': model.params, 'rse': rse}

# Ensure 'RET', 'vwretd', 'SMB', and 'HML' are in numeric format
monthly_factors['RET'] = pd.to_numeric(monthly_factors['RET'], errors='coerce')
monthly_factors['vwretd'] = pd.to_numeric(monthly_factors['vwretd'], errors='coerce')
monthly_factors['SMB'] = pd.to_numeric(monthly_factors['SMB'], errors='coerce')
monthly_factors['HML'] = pd.to_numeric(monthly_factors['HML'], errors='coerce')

# Run the regression using the Fama-French three-factor model for each PERMNO
fama_french_results_RSE = {}

for permno, group in monthly_factors.groupby('PERMNO'):
    # Prepare the data for regression
    X = sm.add_constant(group[['vwretd', 'SMB', 'HML']])  # Independent variables
    y = group['RET']  # Dependent variable: stock return

    # Ensure there's sufficient data for regression
    if len(group.dropna(subset=['RET', 'vwretd', 'SMB', 'HML'])) < 3:
        continue

    # Perform the regression
    model = sm.OLS(y, X, missing='drop').fit()

    # Calculate the Residual Standard Error (RSE)
    residuals = model.resid
    rse = np.sqrt(np.sum(residuals**2) / (len(residuals) - 4))  # k = 4 for FF-3 factor model

    # Store the parameters and RSE in the results dictionary
    fama_french_results[permno] = {'params': model.params, 'rse': rse}

# fama_french_results will contain a dictionary with regression coefficients and RSE for each PERMNO

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

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divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

invalid value encountered in sqrt

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1475993829.py:24: RuntimeWarning:

divide by zero encountered in scalar divide

print(monthly_factors['SMB'])
print(monthly_factors["HML"])

0         -4.17
5975       2.36
11950     -2.50
17928     -1.91
23925      0.13
           ... 
4501337    1.40
4510512   -0.81
4519716    0.06
4528918   -3.52
4538122   -0.69
Name: SMB, Length: 4538123, dtype: float64
0          3.51
5975       3.22
11950     -1.42
17928     -0.07
23925      0.36
           ... 
4501337    0.29
4510512    0.05
4519716    8.01
4528918    1.38
4538122    1.37
Name: HML, Length: 4538123, dtype: float64

m = 12  # for monthly returns

# Compute Idiosyncratic Volatility for CAPM
capm_idio_vol = {permno: 100 * result['rse'] * np.sqrt(m) for permno, result in capm_results.items()}

# Compute Idiosyncratic Volatility for Fama-French
fama_french_idio_vol = {permno: 100 * result['rse'] * np.sqrt(m) for permno, result in fama_french_results.items()}

# capm_idio_vol and fama_french_idio_vol now contain the annualized idiosyncratic volatilities as percentages for each PERMNO

7. Starting from January 1st of 1970, using the CRSP monthly stock universe, for each year

• restrict stocks iwth market capitalization of $100 million
• restrict stocks with a stock price greater than $5 (to rule out micro-structure noise and liquidity issues)
• alternate/fundamental indexing

merged_df['market_cap'] = merged_df['PRC'] * merged_df['SHROUT']

# Convert market cap to millions if it's not already
merged_df['market_cap_millions'] = merged_df['market_cap'] / 1e6

# Filter the dataframe for market caps of $100 million or more
high_market_df = merged_df[merged_df['market_cap_millions'] >= 100]

high_market_df = high_market_df[high_market_df['PRC'] > 5]

Index(['PERMNO', 'key_1', 'date', 'SHRCD', 'EXCHCD', 'TICKER', 'COMNAM',
       'PERMCO', 'ISSUNO', 'HEXCD',
       ...
       'Revenue', 'Sales', 'Dividends', 'Investment', 'Profitability',
       'Asset turnover', 'Altman-Z', 'Ohlson-O', 'market_cap',
       'market_cap_millions'],
      dtype='object', length=1028)

# First, let's filter the DataFrame to keep only the entries for January of each year
df_jan = merged_df[merged_df['date'].dt.month == 1]

# Now let's rank the 'Book' value for the January data of each year
# We will use the 'PERMNO' as the unique identifier for each stock
df_jan['book_rank'] = df_jan.groupby(df_jan['date'].dt.year)['Book'].rank(ascending=False, method='dense')
df_jan['cf_rank'] = df_jan.groupby(df_jan['date'].dt.year)['Cash Flow'].rank(ascending=False, method='dense')
df_jan['rev_rank'] = df_jan.groupby(df_jan['date'].dt.year)['Revenue'].rank(ascending=False, method='dense')
df_jan['sales_rank'] = df_jan.groupby(df_jan['date'].dt.year)['Sales'].rank(ascending=False, method='dense')
df_jan['div_rank'] = df_jan.groupby(df_jan['date'].dt.year)['Dividends'].rank(ascending=False, method='dense')
df_jan['inv_rank'] = df_jan.groupby(df_jan['date'].dt.year)['Investment'].rank(ascending=False, method='dense')
df_jan['prof_rank'] = df_jan.groupby(df_jan['date'].dt.year)['Profitability'].rank(ascending=False, method='dense')
df_jan['ass_rank'] = df_jan.groupby(df_jan['date'].dt.year)['Asset turnover'].rank(ascending=False, method='dense')
df_jan['altZ_rank'] = df_jan.groupby(df_jan['date'].dt.year)['Altman-Z'].rank(ascending=False, method='dense')
df_jan['Ohl_rank'] = df_jan.groupby(df_jan['date'].dt.year)['Ohlson-O'].rank(ascending=False, method='dense')

# Convert ranks to weights (inverse of rank), normalize so they sum to 1 for each year
df_jan['book_weight'] = 1 / df_jan['book_rank']
df_jan['book_weight'] /= df_jan.groupby(df_jan['date'].dt.year)['book_rank'].transform('sum')
df_jan['cf_weight'] = 1 / df_jan['cf_rank']
df_jan['cf_weight'] /= df_jan.groupby(df_jan['date'].dt.year)['cf_rank'].transform('sum')
df_jan['rev_weight'] = 1 / df_jan['rev_rank']
df_jan['rev_weight'] /= df_jan.groupby(df_jan['date'].dt.year)['rev_rank'].transform('sum')
df_jan['sales_weight'] = 1 / df_jan['sales_rank']
df_jan['sales_weight'] /= df_jan.groupby(df_jan['date'].dt.year)['sales_rank'].transform('sum')
df_jan['div_weight'] = 1 / df_jan['div_rank']
df_jan['div_weight'] /= df_jan.groupby(df_jan['date'].dt.year)['div_rank'].transform('sum')
df_jan['inv_weight'] = 1 / df_jan['inv_rank']
df_jan['inv_weight'] /= df_jan.groupby(df_jan['date'].dt.year)['inv_rank'].transform('sum')
df_jan['prof_weight'] = 1 / df_jan['prof_rank']
df_jan['prof_weight'] /= df_jan.groupby(df_jan['date'].dt.year)['prof_rank'].transform('sum')
df_jan['ass_weight'] = 1 / df_jan['ass_rank']
df_jan['ass_weight'] /= df_jan.groupby(df_jan['date'].dt.year)['ass_rank'].transform('sum')
df_jan['altZ_weight'] = 1 / df_jan['altZ_rank']
df_jan['altZ_weight'] /= df_jan.groupby(df_jan['date'].dt.year)['altZ_rank'].transform('sum')
df_jan['Ohl_weight'] = 1 / df_jan['Ohl_rank']
df_jan['Ohl_weight'] /= df_jan.groupby(df_jan['date'].dt.year)['Ohl_rank'].transform('sum')


# Now we need to apply these weights throughout the year for each stock
# We will join the January weights with the full dataframe based on PERMNO and year
df_jan['year'] = df_jan['date'].dt.year
merged_df['year'] = merged_df['date'].dt.year



# Normalizing the weights so that they sum to 1 for each year
weight_columns = ['book_weight', 'cf_weight', 'rev_weight', 'sales_weight', 
                  'div_weight', 'inv_weight', 'prof_weight', 'ass_weight', 'altZ_weight', 'Ohl_weight']
for weight_column in weight_columns:
    df_jan[weight_column] /= df_jan.groupby(df_jan['date'].dt.year)[weight_column].transform('sum')

# Merge the weights back to the original dataframe
merged_weights_df = merged_df.merge(df_jan[['PERMNO', 'year'] + weight_columns], on=['PERMNO', 'year'], how='left')

for weight_column in weight_columns:
    merged_weights_df[weight_column] = merged_weights_df.groupby('PERMNO')[weight_column].ffill()

# Calculate weighted returns for each fundamental variable
for weight_column in weight_columns:
    return_column = weight_column.replace('_weight', '_weighted_RET')
    merged_weights_df[return_column] = merged_weights_df['RET'] * merged_weights_df[weight_column]

# Aggregate the weighted returns by date to get the portfolio return for each period
portfolio_returns = {return_column: merged_weights_df.groupby('date')[return_column].sum() for weight_column in weight_columns}

# Define the time periods
time_periods = {
    '1970-2021': ('1970-01-01', '2021-12-31'),
    '1970-2000': ('1970-01-01', '2000-12-31'),
    '2001-2021': ('2001-01-01', '2021-12-31')
}

# Calculate cumulative returns for each portfolio and each time period
cumulative_portfolio_returns = {}

for portfolio, returns_series in portfolio_returns.items():
    cumulative_portfolio_returns[portfolio] = {}
    for period, (start_date, end_date) in time_periods.items():
        # Filter the returns for the specified period
        period_returns = returns_series[(returns_series.index >= start_date) & (returns_series.index <= end_date)]
        # Calculate the cumulative return, assuming reinvestment of returns
        cumulative_portfolio_returns[portfolio][period] = (1 + period_returns).cumprod() - 1

# Now cumulative_portfolio_returns contains the cumulative returns for each portfolio and each period

import matplotlib.pyplot as plt
# Create a series for VWRETD returns
vwretd_series = merged_weights_df.set_index('date')['vwretd']

# Normalize the returns to start at 1
normalized_returns = {}
for key, df in cumulative_portfolio_returns.items():
    for period, data in df.items():
        normalized_returns[key + '_' + period] = data / data.iloc[0]

# Add the normalized VWRETD returns to the dictionary
# Assuming vwretd_series is a pandas Series with the VWRETD returns indexed by date
for period, (start_date, end_date) in time_periods.items():
    period_vwretd = vwretd_series[(vwretd_series.index >= start_date) & (vwretd_series.index <= end_date)]
    normalized_vwretd = period_vwretd / period_vwretd.iloc[0]
    normalized_returns['VWRETD_' + period] = normalized_vwretd

# Plot the returns
plt.figure(figsize=(14, 7))
for name, data in normalized_returns.items():
    plt.plot(data.index, data, label=name)

plt.title('Cumulative Returns Over Time')
plt.xlabel('Year')
plt.ylabel('Cumulative Returns')
plt.legend()
plt.show()

from scipy.stats import skew, kurtosis

# Compute the statistics
statistics = {}

for portfolio_name, returns in portfolio_returns.items():
    stats = {}
    # Calculate annualized return (CAGR)
    total_return = (1 + returns).prod() - 1
    num_years = (returns.index[-1] - returns.index[0]).days / 365.25
    stats['annual_return'] = (1 + total_return)**(1/num_years) - 1
    
    # Calculate excess returns
    excess_returns = returns - vwretd_series
    stats['excess_returns'] = excess_returns.mean() * 252  # Assuming 252 trading days
    
    # Calculate annualized volatility
    stats['volatility'] = returns.std() * np.sqrt(252)  # Annualize the volatility
    
    # Calculate skewness and kurtosis
    stats['skewness'] = skew(returns)
    stats['kurtosis'] = kurtosis(returns)
    
    # Calculate Sharpe Ratio (using risk-free rate of 0 for simplicity)
    stats['sharpe_ratio'] = stats['excess_returns'] / stats['volatility']
    
    # Calculate Information Ratio
    stats['information_ratio'] = excess_returns.mean() / excess_returns.std() * np.sqrt(252)
    
    statistics[portfolio_name] = stats

# Convert the statistics dictionary to a DataFrame for easy viewing
statistics_df = pd.DataFrame(statistics).T

print(statistics_df)

                  annual_return  excess_returns  information_ratio  kurtosis   
Ohl_weighted_RET       0.036441       13.084455           7.994267  1.970482  \

                  sharpe_ratio  skewness  volatility  
Ohl_weighted_RET      7.772574   1.31233    1.683413  

8. Starting from January 1st of 1970, using the CRSP monthly stock universe, for each year

print(monthly_crsp.columns)

monthly_crsp['market_cap'] = monthly_crsp['PRC'] * monthly_crsp['SHROUT']

# Convert market cap to millions if it's not already
monthly_crsp['market_cap_millions'] = monthly_crsp['market_cap'] / 1e6

# Filter the dataframe for market caps of $100 million or more
high_market_8_df = monthly_crsp[monthly_crsp['market_cap_millions'] >= 100]

high_market_8_df = high_market_8_df[high_market_8_df['PRC'] > 5]

Index(['PERMNO', 'date', 'SHRCD', 'EXCHCD', 'TICKER', 'COMNAM', 'PERMCO',
       'ISSUNO', 'HEXCD', 'HSICCD', 'CUSIP', 'BIDLO', 'ASKHI', 'PRC', 'VOL',
       'RET', 'BID', 'ASK', 'SHROUT', 'CFACPR', 'CFACSHR', 'ALTPRC', 'SPREAD',
       'ALTPRCDT', 'RETX', 'vwretd', 'lagged_RET', 'excess_RET', 'beta',
       'total_volatility', 'annualized_volatility',
       'raw_annualized_volatility', 'year_month'],
      dtype='object')

# First, let's filter the DataFrame to keep only the entries for January of each year
df_jan_8 = high_market_8_df[high_market_8_df['date'].dt.month == 1]

# Now let's rank the 'Book' value for the January data of each year
# We will use the 'PERMNO' as the unique identifier for each stock
df_jan_8['beta_rank'] = df_jan_8.groupby(df_jan_8['date'].dt.year)['beta'].rank(ascending=False, method='dense')
df_jan_8['tv_rank'] = df_jan_8.groupby(df_jan_8['date'].dt.year)['total_volatility'].rank(ascending=False, method='dense')
df_jan_8['av_rank'] = df_jan_8.groupby(df_jan_8['date'].dt.year)['annualized_volatility'].rank(ascending=False, method='dense')
df_jan_8['rav_rank'] = df_jan_8.groupby(df_jan_8['date'].dt.year)['raw_annualized_volatility'].rank(ascending=False, method='dense')

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1291882776.py:6: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1291882776.py:7: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1291882776.py:8: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\1291882776.py:9: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

# Convert ranks to weights (inverse of rank), normalize so they sum to 1 for each year
df_jan_8['beta_weight'] = 1 / df_jan_8['beta_rank']
df_jan_8['beta_weight'] /= df_jan_8.groupby(df_jan_8['date'].dt.year)['beta_rank'].transform('sum')
df_jan_8['tv_weight'] = 1 / df_jan_8['tv_rank']
df_jan_8['tv_weight'] /= df_jan_8.groupby(df_jan_8['date'].dt.year)['tv_rank'].transform('sum')
df_jan_8['av_weight'] = 1 / df_jan_8['av_rank']
df_jan_8['av_weight'] /= df_jan_8.groupby(df_jan_8['date'].dt.year)['av_rank'].transform('sum')
df_jan_8['rav_weight'] = 1 / df_jan_8['rav_rank']
df_jan_8['rav_weight'] /= df_jan_8.groupby(df_jan_8['date'].dt.year)['rav_rank'].transform('sum')



# Now we need to apply these weights throughout the year for each stock
# We will join the January weights with the full dataframe based on PERMNO and year
df_jan_8['year'] = df_jan_8['date'].dt.year
high_market_8_df['year'] = high_market_8_df['date'].dt.year



# Normalizing the weights so that they sum to 1 for each year
weight_columns = ['beta_weight', 'tv_weight', 'av_weight', 'rav_weight']
for weight_column in weight_columns:
    df_jan_8[weight_column] /= df_jan_8.groupby(df_jan_8['date'].dt.year)[weight_column].transform('sum')

# Merge the weights back to the original dataframe
high_market_8_df = high_market_8_df.merge(df_jan_8[['PERMNO', 'year'] + weight_columns], on=['PERMNO', 'year'], how='left')

for weight_column in weight_columns:
    high_market_8_df[weight_column] = high_market_8_df.groupby('PERMNO')[weight_column].ffill()

# Calculate weighted returns for each fundamental variable
for weight_column in weight_columns:
    return_column = weight_column.replace('_weight', '_weighted_RET')
    high_market_8_df[return_column] = high_market_8_df['RET'] * high_market_8_df[weight_column]

# Aggregate the weighted returns by date to get the portfolio return for each period
portfolio_returns = {return_column: high_market_8_df.groupby('date')[return_column].sum() for weight_column in weight_columns}

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\238590994.py:2: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\238590994.py:3: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\238590994.py:4: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\238590994.py:5: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\238590994.py:6: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\238590994.py:7: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\238590994.py:8: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\238590994.py:9: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\238590994.py:15: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\238590994.py:23: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\238590994.py:23: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\238590994.py:23: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

C:\Users\mhlad\AppData\Local\Temp\ipykernel_29368\238590994.py:23: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

# Define the time periods
time_periods = {
    '1970-2021': ('1970-01-01', '2021-12-31'),
    '1970-2000': ('1970-01-01', '2000-12-31'),
    '2001-2021': ('2001-01-01', '2021-12-31')
}

# Calculate cumulative returns for each portfolio and each time period
cumulative_portfolio_returns = {}

for portfolio, returns_series in portfolio_returns.items():
    cumulative_portfolio_returns[portfolio] = {}
    for period, (start_date, end_date) in time_periods.items():
        # Filter the returns for the specified period
        period_returns = returns_series[(returns_series.index >= start_date) & (returns_series.index <= end_date)]
        # Calculate the cumulative return, assuming reinvestment of returns
        cumulative_portfolio_returns[portfolio][period] = (1 + period_returns).cumprod() - 1

# Now cumulative_portfolio_returns contains the cumulative returns for each portfolio and each period

import matplotlib.pyplot as plt
# Create a series for VWRETD returns
vwretd_series = merged_weights_df.set_index('date')['vwretd']

# Normalize the returns to start at 1
normalized_returns = {}
for key, df in cumulative_portfolio_returns.items():
    for period, data in df.items():
        normalized_returns[key + '_' + period] = data / data.iloc[0]

# Add the normalized VWRETD returns to the dictionary
# Assuming vwretd_series is a pandas Series with the VWRETD returns indexed by date
for period, (start_date, end_date) in time_periods.items():
    period_vwretd = vwretd_series[(vwretd_series.index >= start_date) & (vwretd_series.index <= end_date)]
    normalized_vwretd = period_vwretd / period_vwretd.iloc[0]
    normalized_returns['VWRETD_' + period] = normalized_vwretd

# Plot the returns
plt.figure(figsize=(14, 7))
for name, data in normalized_returns.items():
    plt.plot(data.index, data, label=name)

plt.title('Cumulative Returns Over Time')
plt.xlabel('Year')
plt.ylabel('Cumulative Returns')
plt.legend()
plt.show()

# Compute the statistics
statistics = {}

for portfolio_name, returns in portfolio_returns.items():
    stats = {}
    # Calculate annualized return (CAGR)
    total_return = (1 + returns).prod() - 1
    num_years = (returns.index[-1] - returns.index[0]).days / 365.25
    stats['annual_return'] = (1 + total_return)**(1/num_years) - 1
    
    # Calculate excess returns
    excess_returns = returns - vwretd_series
    stats['excess_returns'] = excess_returns.mean() * 252  # Assuming 252 trading days
    
    # Calculate annualized volatility
    stats['volatility'] = returns.std() * np.sqrt(252)  # Annualize the volatility
    
    # Calculate skewness and kurtosis
    stats['skewness'] = skew(returns)
    stats['kurtosis'] = kurtosis(returns)
    
    # Calculate Sharpe Ratio (using risk-free rate of 0 for simplicity)
    stats['sharpe_ratio'] = stats['excess_returns'] / stats['volatility']
    
    # Calculate Information Ratio
    stats['information_ratio'] = excess_returns.mean() / excess_returns.std() * np.sqrt(252)
    
    statistics[portfolio_name] = stats

# Convert the statistics dictionary to a DataFrame for easy viewing
statistics_df = pd.DataFrame(statistics).T
print(statistics_df)

                  annual_return  excess_returns  information_ratio  kurtosis   
rav_weighted_RET       0.135651        3.378863           4.378139  0.334028  \

                  sharpe_ratio  skewness  volatility  
rav_weighted_RET      4.042383    0.3347    0.835859